warning: commands will be executed using /bin/sh
job 7 at Thu Jun 20 00:31:00 2013
FileBase	/isis3/andresg/Bud/buddy140_061813_reo/buddy140_061813_reo
ElecNo	4
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 1079358 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 359786 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 18960 members 
Mstep: Class 3 contains 18909 members 
Mstep: Class 4 contains 19051 members 
Mstep: Class 5 contains 18918 members 
Mstep: Class 6 contains 19019 members 
Mstep: Class 7 contains 18814 members 
Mstep: Class 8 contains 18772 members 
Mstep: Class 9 contains 18885 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 11 contains 19251 members 
Mstep: Class 12 contains 18785 members 
Mstep: Class 13 contains 18806 members 
Mstep: Class 14 contains 18873 members 
Mstep: Class 15 contains 18900 members 
Mstep: Class 16 contains 18967 members 
Mstep: Class 17 contains 18949 members 
Mstep: Class 18 contains 18840 members 
Mstep: Class 19 contains 18909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 597.084900 but Gain 2078.906250
Score: -19817024.000000 Penalty: 37420.296875
Iteration 0F: 19 clusters Score -1.981702e+07 nChanged 337213
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 11840 members 
Mstep: Class 3 contains 39442 members 
Mstep: Class 4 contains 14679 members 
Mstep: Class 5 contains 14731 members 
Mstep: Class 6 contains 20777 members 
Mstep: Class 7 contains 14118 members 
Mstep: Class 9 contains 18324 members 
Mstep: Class 10 contains 30874 members 
Mstep: Class 11 contains 47751 members 
Mstep: Class 12 contains 21972 members 
Mstep: Class 13 contains 11476 members 
Mstep: Class 14 contains 13149 members 
Mstep: Class 15 contains 18054 members 
Mstep: Class 16 contains 19643 members 
Mstep: Class 17 contains 14848 members 
Mstep: Class 18 contains 14285 members 
Mstep: Class 19 contains 13987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20710786.000000 Penalty: 37420.296875
Iteration 1F: 19 clusters Score -2.071079e+07 nChanged 118622
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 9455 members 
Mstep: Class 3 contains 49887 members 
Mstep: Class 4 contains 11900 members 
Mstep: Class 5 contains 10757 members 
Mstep: Class 6 contains 16472 members 
Mstep: Class 7 contains 8791 members 
Mstep: Class 9 contains 17610 members 
Mstep: Class 10 contains 39435 members 
Mstep: Class 11 contains 61779 members 
Mstep: Class 12 contains 24267 members 
Mstep: Class 13 contains 8423 members 
Mstep: Class 14 contains 12607 members 
Mstep: Class 15 contains 16780 members 
Mstep: Class 16 contains 17156 members 
Mstep: Class 17 contains 12540 members 
Mstep: Class 18 contains 12042 members 
Mstep: Class 19 contains 11635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20912248.000000 Penalty: 37420.296875
Iteration 2F: 19 clusters Score -2.091225e+07 nChanged 89272
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 6941 members 
Mstep: Class 3 contains 55477 members 
Mstep: Class 4 contains 8429 members 
Mstep: Class 5 contains 9661 members 
Mstep: Class 6 contains 12862 members 
Mstep: Class 7 contains 4858 members 
Mstep: Class 9 contains 16209 members 
Mstep: Class 10 contains 43642 members 
Mstep: Class 11 contains 71536 members 
Mstep: Class 12 contains 28878 members 
Mstep: Class 13 contains 6639 members 
Mstep: Class 14 contains 12080 members 
Mstep: Class 15 contains 19325 members 
Mstep: Class 16 contains 13974 members 
Mstep: Class 17 contains 10569 members 
Mstep: Class 18 contains 13915 members 
Mstep: Class 19 contains 10147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21029014.000000 Penalty: 37420.296875
Iteration 3F: 19 clusters Score -2.102901e+07 nChanged 68584
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 5097 members 
Mstep: Class 3 contains 57997 members 
Mstep: Class 4 contains 5553 members 
Mstep: Class 5 contains 9380 members 
Mstep: Class 6 contains 10708 members 
Mstep: Class 7 contains 2767 members 
Mstep: Class 9 contains 14766 members 
Mstep: Class 10 contains 45734 members 
Mstep: Class 11 contains 77942 members 
Mstep: Class 12 contains 32911 members 
Mstep: Class 13 contains 5542 members 
Mstep: Class 14 contains 11187 members 
Mstep: Class 15 contains 23689 members 
Mstep: Class 16 contains 11383 members 
Mstep: Class 17 contains 8694 members 
Mstep: Class 18 contains 16677 members 
Mstep: Class 19 contains 8386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1576.104858 but Gain 2078.902344
Score: -21106364.000000 Penalty: 35341.394531
Iteration 4F: 18 clusters Score -2.110636e+07 nChanged 55633
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 3977 members 
Mstep: Class 3 contains 59295 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 9129 members 
Mstep: Class 6 contains 9535 members 
Mstep: Class 9 contains 13735 members 
Mstep: Class 10 contains 48358 members 
Mstep: Class 11 contains 81503 members 
Mstep: Class 12 contains 35236 members 
Mstep: Class 13 contains 4667 members 
Mstep: Class 14 contains 10557 members 
Mstep: Class 15 contains 27139 members 
Mstep: Class 16 contains 9546 members 
Mstep: Class 17 contains 6971 members 
Mstep: Class 18 contains 17945 members 
Mstep: Class 19 contains 7715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21162880.000000 Penalty: 35341.394531
Iteration 5F: 18 clusters Score -2.116288e+07 nChanged 43731
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 3297 members 
Mstep: Class 3 contains 59884 members 
Mstep: Class 4 contains 2729 members 
Mstep: Class 5 contains 8883 members 
Mstep: Class 6 contains 8901 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 10 contains 52060 members 
Mstep: Class 11 contains 82581 members 
Mstep: Class 12 contains 35495 members 
Mstep: Class 13 contains 4179 members 
Mstep: Class 14 contains 10478 members 
Mstep: Class 15 contains 28767 members 
Mstep: Class 16 contains 7970 members 
Mstep: Class 17 contains 5349 members 
Mstep: Class 18 contains 18084 members 
Mstep: Class 19 contains 7506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21201470.000000 Penalty: 35341.394531
Iteration 6F: 18 clusters Score -2.120147e+07 nChanged 35023
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 2880 members 
Mstep: Class 3 contains 61034 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 8737 members 
Mstep: Class 6 contains 8557 members 
Mstep: Class 9 contains 12471 members 
Mstep: Class 10 contains 56077 members 
Mstep: Class 11 contains 81690 members 
Mstep: Class 12 contains 34850 members 
Mstep: Class 13 contains 4062 members 
Mstep: Class 14 contains 10888 members 
Mstep: Class 15 contains 29428 members 
Mstep: Class 16 contains 6769 members 
Mstep: Class 17 contains 4123 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 7532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21229092.000000 Penalty: 35341.394531
Iteration 7F: 18 clusters Score -2.122909e+07 nChanged 27739
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 2613 members 
Mstep: Class 3 contains 63069 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 8726 members 
Mstep: Class 6 contains 8441 members 
Mstep: Class 9 contains 12390 members 
Mstep: Class 10 contains 59800 members 
Mstep: Class 11 contains 79083 members 
Mstep: Class 12 contains 33703 members 
Mstep: Class 13 contains 4195 members 
Mstep: Class 14 contains 11460 members 
Mstep: Class 15 contains 29367 members 
Mstep: Class 16 contains 5999 members 
Mstep: Class 17 contains 3362 members 
Mstep: Class 18 contains 17135 members 
Mstep: Class 19 contains 7603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2002.848511 but Gain 2078.906250
Score: -21248332.000000 Penalty: 33262.488281
Iteration 8F: 17 clusters Score -2.124833e+07 nChanged 23416
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 2421 members 
Mstep: Class 3 contains 66034 members 
Mstep: Class 5 contains 8783 members 
Mstep: Class 6 contains 8416 members 
Mstep: Class 9 contains 12565 members 
Mstep: Class 10 contains 63004 members 
Mstep: Class 11 contains 75537 members 
Mstep: Class 12 contains 32565 members 
Mstep: Class 13 contains 4445 members 
Mstep: Class 14 contains 12025 members 
Mstep: Class 15 contains 29153 members 
Mstep: Class 16 contains 5684 members 
Mstep: Class 17 contains 2860 members 
Mstep: Class 18 contains 16628 members 
Mstep: Class 19 contains 7736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21263088.000000 Penalty: 33262.488281
Iteration 9F: 17 clusters Score -2.126309e+07 nChanged 18027
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 2250 members 
Mstep: Class 3 contains 69252 members 
Mstep: Class 5 contains 8744 members 
Mstep: Class 6 contains 8412 members 
Mstep: Class 9 contains 12781 members 
Mstep: Class 10 contains 65554 members 
Mstep: Class 11 contains 71600 members 
Mstep: Class 12 contains 30935 members 
Mstep: Class 13 contains 4636 members 
Mstep: Class 14 contains 12555 members 
Mstep: Class 15 contains 28683 members 
Mstep: Class 16 contains 5678 members 
Mstep: Class 17 contains 2520 members 
Mstep: Class 18 contains 15945 members 
Mstep: Class 19 contains 7894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21272470.000000 Penalty: 33262.488281
Iteration 10F: 17 clusters Score -2.127247e+07 nChanged 15043
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 72414 members 
Mstep: Class 5 contains 8701 members 
Mstep: Class 6 contains 8393 members 
Mstep: Class 9 contains 12906 members 
Mstep: Class 10 contains 67769 members 
Mstep: Class 11 contains 67810 members 
Mstep: Class 12 contains 29262 members 
Mstep: Class 13 contains 4854 members 
Mstep: Class 14 contains 13026 members 
Mstep: Class 15 contains 28235 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 8017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21279188.000000 Penalty: 33262.488281
Iteration 11Q: 17 clusters Score -2.127919e+07 nChanged 12747
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 1995 members 
Mstep: Class 3 contains 75325 members 
Mstep: Class 5 contains 8648 members 
Mstep: Class 6 contains 8346 members 
Mstep: Class 9 contains 12968 members 
Mstep: Class 10 contains 69784 members 
Mstep: Class 11 contains 64497 members 
Mstep: Class 12 contains 27748 members 
Mstep: Class 13 contains 4980 members 
Mstep: Class 14 contains 13203 members 
Mstep: Class 15 contains 27802 members 
Mstep: Class 16 contains 6208 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 14779 members 
Mstep: Class 19 contains 8131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21284364.000000 Penalty: 33262.488281
Iteration 12Q: 17 clusters Score -2.128436e+07 nChanged 10873
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 77829 members 
Mstep: Class 5 contains 8604 members 
Mstep: Class 6 contains 8291 members 
Mstep: Class 9 contains 13044 members 
Mstep: Class 10 contains 71499 members 
Mstep: Class 11 contains 61878 members 
Mstep: Class 12 contains 26189 members 
Mstep: Class 13 contains 5088 members 
Mstep: Class 14 contains 13127 members 
Mstep: Class 15 contains 27415 members 
Mstep: Class 16 contains 6646 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 18 contains 14331 members 
Mstep: Class 19 contains 8164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21288190.000000 Penalty: 33262.488281
Iteration 13Q: 17 clusters Score -2.128819e+07 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 1822 members 
Mstep: Class 3 contains 80006 members 
Mstep: Class 5 contains 8557 members 
Mstep: Class 6 contains 8240 members 
Mstep: Class 9 contains 13104 members 
Mstep: Class 10 contains 73116 members 
Mstep: Class 11 contains 59742 members 
Mstep: Class 12 contains 24704 members 
Mstep: Class 13 contains 5121 members 
Mstep: Class 14 contains 12778 members 
Mstep: Class 15 contains 27054 members 
Mstep: Class 16 contains 7142 members 
Mstep: Class 17 contains 2178 members 
Mstep: Class 18 contains 13973 members 
Mstep: Class 19 contains 8177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21291882.000000 Penalty: 33262.488281
Iteration 14Q: 17 clusters Score -2.129188e+07 nChanged 9291
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 1752 members 
Mstep: Class 3 contains 81882 members 
Mstep: Class 5 contains 8505 members 
Mstep: Class 6 contains 8148 members 
Mstep: Class 9 contains 13100 members 
Mstep: Class 10 contains 74640 members 
Mstep: Class 11 contains 58244 members 
Mstep: Class 12 contains 23266 members 
Mstep: Class 13 contains 5140 members 
Mstep: Class 14 contains 12228 members 
Mstep: Class 15 contains 26734 members 
Mstep: Class 16 contains 7647 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 13659 members 
Mstep: Class 19 contains 8188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21295648.000000 Penalty: 33262.488281
Iteration 15Q: 17 clusters Score -2.129565e+07 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 1717 members 
Mstep: Class 3 contains 83377 members 
Mstep: Class 5 contains 8470 members 
Mstep: Class 6 contains 8027 members 
Mstep: Class 9 contains 13071 members 
Mstep: Class 10 contains 76083 members 
Mstep: Class 11 contains 57469 members 
Mstep: Class 12 contains 21704 members 
Mstep: Class 13 contains 5124 members 
Mstep: Class 14 contains 11553 members 
Mstep: Class 15 contains 26427 members 
Mstep: Class 16 contains 8191 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13370 members 
Mstep: Class 19 contains 8183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21300258.000000 Penalty: 33262.488281
Iteration 16Q: 17 clusters Score -2.130026e+07 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 1690 members 
Mstep: Class 3 contains 84497 members 
Mstep: Class 5 contains 8422 members 
Mstep: Class 6 contains 7892 members 
Mstep: Class 9 contains 13029 members 
Mstep: Class 10 contains 77364 members 
Mstep: Class 11 contains 57355 members 
Mstep: Class 12 contains 20079 members 
Mstep: Class 13 contains 5090 members 
Mstep: Class 14 contains 10923 members 
Mstep: Class 15 contains 26135 members 
Mstep: Class 16 contains 8822 members 
Mstep: Class 17 contains 1768 members 
Mstep: Class 18 contains 13125 members 
Mstep: Class 19 contains 8153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1743.059570 but Gain 2078.906250
Score: -21305734.000000 Penalty: 31183.582031
Iteration 17Q: 16 clusters Score -2.130573e+07 nChanged 10584
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 1697 members 
Mstep: Class 3 contains 85277 members 
Mstep: Class 5 contains 8341 members 
Mstep: Class 6 contains 7833 members 
Mstep: Class 9 contains 12996 members 
Mstep: Class 10 contains 78531 members 
Mstep: Class 11 contains 58738 members 
Mstep: Class 12 contains 18538 members 
Mstep: Class 13 contains 5068 members 
Mstep: Class 14 contains 10539 members 
Mstep: Class 15 contains 25804 members 
Mstep: Class 16 contains 9470 members 
Mstep: Class 18 contains 12912 members 
Mstep: Class 19 contains 8131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21312986.000000 Penalty: 31183.582031
Iteration 18Q: 16 clusters Score -2.131299e+07 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 1782 members 
Mstep: Class 3 contains 85539 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 7665 members 
Mstep: Class 9 contains 12933 members 
Mstep: Class 10 contains 79710 members 
Mstep: Class 11 contains 58608 members 
Mstep: Class 12 contains 17060 members 
Mstep: Class 13 contains 5043 members 
Mstep: Class 14 contains 10559 members 
Mstep: Class 15 contains 25424 members 
Mstep: Class 16 contains 10069 members 
Mstep: Class 18 contains 12740 members 
Mstep: Class 19 contains 8107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21316578.000000 Penalty: 31183.582031
Iteration 19Q: 16 clusters Score -2.131658e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 1926 members 
Mstep: Class 3 contains 85859 members 
Mstep: Class 5 contains 8137 members 
Mstep: Class 6 contains 7522 members 
Mstep: Class 9 contains 12835 members 
Mstep: Class 10 contains 80658 members 
Mstep: Class 11 contains 58219 members 
Mstep: Class 12 contains 15855 members 
Mstep: Class 13 contains 5038 members 
Mstep: Class 14 contains 10758 members 
Mstep: Class 15 contains 25020 members 
Mstep: Class 16 contains 10606 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 8083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21318854.000000 Penalty: 31183.582031
Iteration 20F: 16 clusters Score -2.131885e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 2105 members 
Mstep: Class 3 contains 86135 members 
Mstep: Class 5 contains 8025 members 
Mstep: Class 6 contains 7400 members 
Mstep: Class 9 contains 12712 members 
Mstep: Class 10 contains 81431 members 
Mstep: Class 11 contains 57937 members 
Mstep: Class 12 contains 14787 members 
Mstep: Class 13 contains 5043 members 
Mstep: Class 14 contains 10986 members 
Mstep: Class 15 contains 24611 members 
Mstep: Class 16 contains 11158 members 
Mstep: Class 18 contains 12479 members 
Mstep: Class 19 contains 8051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21320528.000000 Penalty: 31183.582031
Iteration 21Q: 16 clusters Score -2.132053e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 2321 members 
Mstep: Class 3 contains 86341 members 
Mstep: Class 5 contains 7933 members 
Mstep: Class 6 contains 7283 members 
Mstep: Class 9 contains 12562 members 
Mstep: Class 10 contains 82112 members 
Mstep: Class 11 contains 57716 members 
Mstep: Class 12 contains 13892 members 
Mstep: Class 13 contains 5051 members 
Mstep: Class 14 contains 11190 members 
Mstep: Class 15 contains 24209 members 
Mstep: Class 16 contains 11615 members 
Mstep: Class 18 contains 12389 members 
Mstep: Class 19 contains 8025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21321746.000000 Penalty: 31183.582031
Iteration 22Q: 16 clusters Score -2.132175e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 2527 members 
Mstep: Class 3 contains 86342 members 
Mstep: Class 5 contains 7870 members 
Mstep: Class 6 contains 7176 members 
Mstep: Class 9 contains 12413 members 
Mstep: Class 10 contains 82869 members 
Mstep: Class 11 contains 57549 members 
Mstep: Class 12 contains 13094 members 
Mstep: Class 13 contains 5039 members 
Mstep: Class 14 contains 11376 members 
Mstep: Class 15 contains 23861 members 
Mstep: Class 16 contains 12017 members 
Mstep: Class 18 contains 12316 members 
Mstep: Class 19 contains 8009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21322854.000000 Penalty: 31183.582031
Iteration 23Q: 16 clusters Score -2.132285e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 2749 members 
Mstep: Class 3 contains 86192 members 
Mstep: Class 5 contains 7810 members 
Mstep: Class 6 contains 7043 members 
Mstep: Class 9 contains 12300 members 
Mstep: Class 10 contains 83639 members 
Mstep: Class 11 contains 57434 members 
Mstep: Class 12 contains 12363 members 
Mstep: Class 13 contains 5050 members 
Mstep: Class 14 contains 11550 members 
Mstep: Class 15 contains 23528 members 
Mstep: Class 16 contains 12418 members 
Mstep: Class 18 contains 12230 members 
Mstep: Class 19 contains 7997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21323630.000000 Penalty: 31183.582031
Iteration 24Q: 16 clusters Score -2.132363e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 2982 members 
Mstep: Class 3 contains 85911 members 
Mstep: Class 5 contains 7756 members 
Mstep: Class 6 contains 6920 members 
Mstep: Class 9 contains 12201 members 
Mstep: Class 10 contains 84469 members 
Mstep: Class 11 contains 57298 members 
Mstep: Class 12 contains 11732 members 
Mstep: Class 13 contains 5059 members 
Mstep: Class 14 contains 11676 members 
Mstep: Class 15 contains 23226 members 
Mstep: Class 16 contains 12816 members 
Mstep: Class 18 contains 12148 members 
Mstep: Class 19 contains 7985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21324312.000000 Penalty: 31183.582031
Iteration 25Q: 16 clusters Score -2.132431e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 3213 members 
Mstep: Class 3 contains 85514 members 
Mstep: Class 5 contains 7727 members 
Mstep: Class 6 contains 6799 members 
Mstep: Class 9 contains 12090 members 
Mstep: Class 10 contains 85310 members 
Mstep: Class 11 contains 57250 members 
Mstep: Class 12 contains 11138 members 
Mstep: Class 13 contains 5059 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 22972 members 
Mstep: Class 16 contains 13214 members 
Mstep: Class 18 contains 12058 members 
Mstep: Class 19 contains 7961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21325010.000000 Penalty: 31183.582031
Iteration 26Q: 16 clusters Score -2.132501e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 3429 members 
Mstep: Class 3 contains 84981 members 
Mstep: Class 5 contains 7693 members 
Mstep: Class 6 contains 6680 members 
Mstep: Class 9 contains 12000 members 
Mstep: Class 10 contains 86194 members 
Mstep: Class 11 contains 57245 members 
Mstep: Class 12 contains 10600 members 
Mstep: Class 13 contains 5067 members 
Mstep: Class 14 contains 11880 members 
Mstep: Class 15 contains 22758 members 
Mstep: Class 16 contains 13574 members 
Mstep: Class 18 contains 11976 members 
Mstep: Class 19 contains 7933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21325760.000000 Penalty: 31183.582031
Iteration 27Q: 16 clusters Score -2.132576e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 84327 members 
Mstep: Class 5 contains 7665 members 
Mstep: Class 6 contains 6558 members 
Mstep: Class 9 contains 11931 members 
Mstep: Class 10 contains 87156 members 
Mstep: Class 11 contains 57292 members 
Mstep: Class 12 contains 10124 members 
Mstep: Class 13 contains 5052 members 
Mstep: Class 14 contains 11963 members 
Mstep: Class 15 contains 22546 members 
Mstep: Class 16 contains 13911 members 
Mstep: Class 18 contains 11895 members 
Mstep: Class 19 contains 7899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21326418.000000 Penalty: 31183.582031
Iteration 28Q: 16 clusters Score -2.132642e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 3835 members 
Mstep: Class 3 contains 83461 members 
Mstep: Class 5 contains 7641 members 
Mstep: Class 6 contains 6449 members 
Mstep: Class 9 contains 11855 members 
Mstep: Class 10 contains 88191 members 
Mstep: Class 11 contains 57389 members 
Mstep: Class 12 contains 9714 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 12039 members 
Mstep: Class 15 contains 22346 members 
Mstep: Class 16 contains 14292 members 
Mstep: Class 18 contains 11825 members 
Mstep: Class 19 contains 7865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21327016.000000 Penalty: 31183.582031
Iteration 29Q: 16 clusters Score -2.132702e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 4033 members 
Mstep: Class 3 contains 82625 members 
Mstep: Class 5 contains 7615 members 
Mstep: Class 6 contains 6355 members 
Mstep: Class 9 contains 11804 members 
Mstep: Class 10 contains 89120 members 
Mstep: Class 11 contains 57495 members 
Mstep: Class 12 contains 9369 members 
Mstep: Class 13 contains 5011 members 
Mstep: Class 14 contains 12108 members 
Mstep: Class 15 contains 22151 members 
Mstep: Class 16 contains 14668 members 
Mstep: Class 18 contains 11745 members 
Mstep: Class 19 contains 7829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21327662.000000 Penalty: 31183.582031
Iteration 30Q: 16 clusters Score -2.132766e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 4198 members 
Mstep: Class 3 contains 81779 members 
Mstep: Class 5 contains 7594 members 
Mstep: Class 6 contains 6255 members 
Mstep: Class 9 contains 11765 members 
Mstep: Class 10 contains 90061 members 
Mstep: Class 11 contains 57584 members 
Mstep: Class 12 contains 9059 members 
Mstep: Class 13 contains 4977 members 
Mstep: Class 14 contains 12157 members 
Mstep: Class 15 contains 21980 members 
Mstep: Class 16 contains 15068 members 
Mstep: Class 18 contains 11653 members 
Mstep: Class 19 contains 7789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21328116.000000 Penalty: 31183.582031
Iteration 31Q: 16 clusters Score -2.132812e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 4345 members 
Mstep: Class 3 contains 81067 members 
Mstep: Class 5 contains 7571 members 
Mstep: Class 6 contains 6162 members 
Mstep: Class 9 contains 11732 members 
Mstep: Class 10 contains 90915 members 
Mstep: Class 11 contains 57602 members 
Mstep: Class 12 contains 8780 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 12212 members 
Mstep: Class 15 contains 21817 members 
Mstep: Class 16 contains 15459 members 
Mstep: Class 18 contains 11549 members 
Mstep: Class 19 contains 7750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21328602.000000 Penalty: 31183.582031
Iteration 32Q: 16 clusters Score -2.13286e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 4512 members 
Mstep: Class 3 contains 80518 members 
Mstep: Class 5 contains 7535 members 
Mstep: Class 6 contains 6061 members 
Mstep: Class 9 contains 11719 members 
Mstep: Class 10 contains 91622 members 
Mstep: Class 11 contains 57620 members 
Mstep: Class 12 contains 8520 members 
Mstep: Class 13 contains 4947 members 
Mstep: Class 14 contains 12231 members 
Mstep: Class 15 contains 21660 members 
Mstep: Class 16 contains 15791 members 
Mstep: Class 18 contains 11444 members 
Mstep: Class 19 contains 7703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21328904.000000 Penalty: 31183.582031
Iteration 33Q: 16 clusters Score -2.13289e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 4677 members 
Mstep: Class 3 contains 80096 members 
Mstep: Class 5 contains 7501 members 
Mstep: Class 6 contains 5953 members 
Mstep: Class 9 contains 11705 members 
Mstep: Class 10 contains 92129 members 
Mstep: Class 11 contains 57663 members 
Mstep: Class 12 contains 8291 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 12237 members 
Mstep: Class 15 contains 21557 members 
Mstep: Class 16 contains 16128 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 7654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21329192.000000 Penalty: 31183.582031
Iteration 34Q: 16 clusters Score -2.132919e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 79756 members 
Mstep: Class 5 contains 7466 members 
Mstep: Class 6 contains 5848 members 
Mstep: Class 9 contains 11694 members 
Mstep: Class 10 contains 92539 members 
Mstep: Class 11 contains 57718 members 
Mstep: Class 12 contains 8097 members 
Mstep: Class 13 contains 4934 members 
Mstep: Class 14 contains 12238 members 
Mstep: Class 15 contains 21461 members 
Mstep: Class 16 contains 16441 members 
Mstep: Class 18 contains 11271 members 
Mstep: Class 19 contains 7603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21329556.000000 Penalty: 31183.582031
Iteration 35Q: 16 clusters Score -2.132956e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 4951 members 
Mstep: Class 3 contains 79433 members 
Mstep: Class 5 contains 7429 members 
Mstep: Class 6 contains 5744 members 
Mstep: Class 9 contains 11686 members 
Mstep: Class 10 contains 92894 members 
Mstep: Class 11 contains 57775 members 
Mstep: Class 12 contains 7920 members 
Mstep: Class 13 contains 4934 members 
Mstep: Class 14 contains 12239 members 
Mstep: Class 15 contains 21374 members 
Mstep: Class 16 contains 16771 members 
Mstep: Class 18 contains 11185 members 
Mstep: Class 19 contains 7554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21329820.000000 Penalty: 31183.582031
Iteration 36Q: 16 clusters Score -2.132982e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 5076 members 
Mstep: Class 3 contains 79183 members 
Mstep: Class 5 contains 7399 members 
Mstep: Class 6 contains 5662 members 
Mstep: Class 9 contains 11674 members 
Mstep: Class 10 contains 93149 members 
Mstep: Class 11 contains 57854 members 
Mstep: Class 12 contains 7748 members 
Mstep: Class 13 contains 4930 members 
Mstep: Class 14 contains 12246 members 
Mstep: Class 15 contains 21294 members 
Mstep: Class 16 contains 17059 members 
Mstep: Class 18 contains 11106 members 
Mstep: Class 19 contains 7509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21330052.000000 Penalty: 31183.582031
Iteration 37Q: 16 clusters Score -2.133005e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 5184 members 
Mstep: Class 3 contains 78935 members 
Mstep: Class 5 contains 7366 members 
Mstep: Class 6 contains 5589 members 
Mstep: Class 9 contains 11672 members 
Mstep: Class 10 contains 93357 members 
Mstep: Class 11 contains 57935 members 
Mstep: Class 12 contains 7612 members 
Mstep: Class 13 contains 4929 members 
Mstep: Class 14 contains 12248 members 
Mstep: Class 15 contains 21209 members 
Mstep: Class 16 contains 17339 members 
Mstep: Class 18 contains 11031 members 
Mstep: Class 19 contains 7468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21330114.000000 Penalty: 31183.582031
Iteration 38Q: 16 clusters Score -2.133011e+07 nChanged 1234
Entering ConstructFrom: 
Score: -21330114.000000 Penalty: 31183.582031
Entering ConstructFrom: 
Trying to split cluster 1 (17883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Entering Unmasked Estep 
Score: -1056013.000000 Penalty: 1591.135986
	Iteration 0F: 2 clusters Score -1056013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1043748.125000 Penalty: 3182.271973
	Iteration 0F: 3 clusters Score -1043748 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1048473.937500 Penalty: 3182.271973
	Iteration 1F: 3 clusters Score -1048474 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1049129.625000 Penalty: 3182.271973
	Iteration 2F: 3 clusters Score -1049130 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1049956.000000 Penalty: 3182.271973
	Iteration 3F: 3 clusters Score -1049956 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1050867.875000 Penalty: 3182.271973
	Iteration 4F: 3 clusters Score -1050868 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1051651.250000 Penalty: 3182.271973
	Iteration 5F: 3 clusters Score -1051651 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1052408.375000 Penalty: 3182.271973
	Iteration 6F: 3 clusters Score -1052408 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1053072.125000 Penalty: 3182.271973
	Iteration 7F: 3 clusters Score -1053072 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1053618.250000 Penalty: 3182.271973
	Iteration 8Q: 3 clusters Score -1053618 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1054007.750000 Penalty: 3182.271973
	Iteration 9Q: 3 clusters Score -1054008 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1054208.250000 Penalty: 3182.271973
	Iteration 10Q: 3 clusters Score -1054208 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1054322.250000 Penalty: 3182.271973
	Iteration 11Q: 3 clusters Score -1054322 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1054378.125000 Penalty: 3182.271973
	Iteration 12Q: 3 clusters Score -1054378 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1054412.375000 Penalty: 3182.271973
	Iteration 13Q: 3 clusters Score -1054412 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1054438.000000 Penalty: 3182.271973
	Iteration 14Q: 3 clusters Score -1054438 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1054454.125000 Penalty: 3182.271973
	Iteration 15Q: 3 clusters Score -1054454 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1054464.625000 Penalty: 3182.271973
	Iteration 16Q: 3 clusters Score -1054465 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1054478.625000 Penalty: 3182.271973
	Iteration 17Q: 3 clusters Score -1054479 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1054482.625000 Penalty: 3182.271973
	Iteration 18Q: 3 clusters Score -1054483 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1054491.625000 Penalty: 3182.271973
	Iteration 19Q: 3 clusters Score -1054492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1054494.750000 Penalty: 3182.271973
	Iteration 20F: 3 clusters Score -1054495 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1054500.000000 Penalty: 3182.271973
	Iteration 21Q: 3 clusters Score -1054500 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1054505.250000 Penalty: 3182.271973
	Iteration 22Q: 3 clusters Score -1054505 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1054509.500000 Penalty: 3182.271973
	Iteration 23Q: 3 clusters Score -1054510 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1054514.125000 Penalty: 3182.271973
	Iteration 24Q: 3 clusters Score -1054514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1054520.250000 Penalty: 3182.271973
	Iteration 25Q: 3 clusters Score -1054520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1054522.375000 Penalty: 3182.271973
	Iteration 26Q: 3 clusters Score -1054522 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1054529.375000 Penalty: 3182.271973
	Iteration 27Q: 3 clusters Score -1054529 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1054537.625000 Penalty: 3182.271973
	Iteration 28Q: 3 clusters Score -1054538 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1054546.500000 Penalty: 3182.271973
	Iteration 29Q: 3 clusters Score -1054546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1054547.875000 Penalty: 3182.271973
	Iteration 30Q: 3 clusters Score -1054548 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1054551.500000 Penalty: 3182.271973
	Iteration 31Q: 3 clusters Score -1054552 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1054560.750000 Penalty: 3182.271973
	Iteration 32Q: 3 clusters Score -1054561 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1054567.625000 Penalty: 3182.271973
	Iteration 33Q: 3 clusters Score -1054568 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1054571.875000 Penalty: 3182.271973
	Iteration 34Q: 3 clusters Score -1054572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1054579.500000 Penalty: 3182.271973
	Iteration 35Q: 3 clusters Score -1054580 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1054578.750000 Penalty: 3182.271973
	Iteration 36Q: 3 clusters Score -1054579 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1054590.500000 Penalty: 3182.271973
	Iteration 37Q: 3 clusters Score -1054590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1054591.125000 Penalty: 3182.271973
	Iteration 38Q: 3 clusters Score -1054591 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1054593.250000 Penalty: 3182.271973
	Iteration 39Q: 3 clusters Score -1054593 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1054595.250000 Penalty: 3182.271973
	Iteration 40F: 3 clusters Score -1054595 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1054600.375000 Penalty: 3182.271973
	Iteration 41Q: 3 clusters Score -1054600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1054603.750000 Penalty: 3182.271973
	Iteration 42Q: 3 clusters Score -1054604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1054606.125000 Penalty: 3182.271973
	Iteration 43Q: 3 clusters Score -1054606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1054608.375000 Penalty: 3182.271973
	Iteration 44Q: 3 clusters Score -1054608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1054605.625000 Penalty: 3182.271973
	Iteration 45Q: 3 clusters Score -1054606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1054606.375000 Penalty: 3182.271973
	Iteration 46Q: 3 clusters Score -1054606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1054614.000000 Penalty: 3182.271973
	Iteration 47Q: 3 clusters Score -1054614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1054617.000000 Penalty: 3182.271973
	Iteration 48Q: 3 clusters Score -1054617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1054622.375000 Penalty: 3182.271973
	Iteration 49Q: 3 clusters Score -1054622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1054624.250000 Penalty: 3182.271973
	Iteration 50Q: 3 clusters Score -1054624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1054623.375000 Penalty: 3182.271973
	Iteration 51Q: 3 clusters Score -1054623 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1054627.250000 Penalty: 3182.271973
	Iteration 52Q: 3 clusters Score -1054627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1054633.125000 Penalty: 3182.271973
	Iteration 53Q: 3 clusters Score -1054633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1054634.500000 Penalty: 3182.271973
	Iteration 54Q: 3 clusters Score -1054634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1054635.125000 Penalty: 3182.271973
	Iteration 55Q: 3 clusters Score -1054635 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1054638.000000 Penalty: 3182.271973
	Iteration 56Q: 3 clusters Score -1054638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1054643.375000 Penalty: 3182.271973
	Iteration 57Q: 3 clusters Score -1054643 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1054646.250000 Penalty: 3182.271973
	Iteration 58Q: 3 clusters Score -1054646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1054650.000000 Penalty: 3182.271973
	Iteration 59Q: 3 clusters Score -1054650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1054654.875000 Penalty: 3182.271973
	Iteration 60F: 3 clusters Score -1054655 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1054659.250000 Penalty: 3182.271973
	Iteration 61Q: 3 clusters Score -1054659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1054660.875000 Penalty: 3182.271973
	Iteration 62Q: 3 clusters Score -1054661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1054666.875000 Penalty: 3182.271973
	Iteration 63Q: 3 clusters Score -1054667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1054666.625000 Penalty: 3182.271973
	Iteration 64Q: 3 clusters Score -1054667 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1054674.500000 Penalty: 3182.271973
	Iteration 65Q: 3 clusters Score -1054674 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1054682.250000 Penalty: 3182.271973
	Iteration 66Q: 3 clusters Score -1054682 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1054687.125000 Penalty: 3182.271973
	Iteration 67Q: 3 clusters Score -1054687 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1054691.875000 Penalty: 3182.271973
	Iteration 68Q: 3 clusters Score -1054692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1054703.250000 Penalty: 3182.271973
	Iteration 69Q: 3 clusters Score -1054703 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1054710.875000 Penalty: 3182.271973
	Iteration 70Q: 3 clusters Score -1054711 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1054717.375000 Penalty: 3182.271973
	Iteration 71Q: 3 clusters Score -1054717 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1054723.250000 Penalty: 3182.271973
	Iteration 72Q: 3 clusters Score -1054723 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1054728.375000 Penalty: 3182.271973
	Iteration 73Q: 3 clusters Score -1054728 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1054728.375000 Penalty: 3182.271973
	Iteration 74Q: 3 clusters Score -1054728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1054733.500000 Penalty: 3182.271973
	Iteration 75Q: 3 clusters Score -1054734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1054739.750000 Penalty: 3182.271973
	Iteration 76Q: 3 clusters Score -1054740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1054739.000000 Penalty: 3182.271973
	Iteration 77Q: 3 clusters Score -1054739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1054740.875000 Penalty: 3182.271973
	Iteration 78Q: 3 clusters Score -1054741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1054743.500000 Penalty: 3182.271973
	Iteration 79Q: 3 clusters Score -1054744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1054745.250000 Penalty: 3182.271973
	Iteration 80F: 3 clusters Score -1054745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1054745.750000 Penalty: 3182.271973
	Iteration 81Q: 3 clusters Score -1054746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1054747.875000 Penalty: 3182.271973
	Iteration 82Q: 3 clusters Score -1054748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1054746.000000 Penalty: 3182.271973
	Iteration 83Q: 3 clusters Score -1054746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1054748.375000 Penalty: 3182.271973
	Iteration 84Q: 3 clusters Score -1054748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1054748.000000 Penalty: 3182.271973
	Iteration 85Q: 3 clusters Score -1054748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1054748.250000 Penalty: 3182.271973
	Iteration 86Q: 3 clusters Score -1054748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1054748.875000 Penalty: 3182.271973
	Iteration 87Q: 3 clusters Score -1054749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1054751.750000 Penalty: 3182.271973
	Iteration 88Q: 3 clusters Score -1054752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1054750.375000 Penalty: 3182.271973
	Iteration 89Q: 3 clusters Score -1054750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1054751.500000 Penalty: 3182.271973
	Iteration 90Q: 3 clusters Score -1054752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1054753.250000 Penalty: 3182.271973
	Iteration 91Q: 3 clusters Score -1054753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1054753.875000 Penalty: 3182.271973
	Iteration 92Q: 3 clusters Score -1054754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1054757.250000 Penalty: 3182.271973
	Iteration 93Q: 3 clusters Score -1054757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1054757.125000 Penalty: 3182.271973
	Iteration 94Q: 3 clusters Score -1054757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1054756.250000 Penalty: 3182.271973
	Iteration 95Q: 3 clusters Score -1054756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1054757.875000 Penalty: 3182.271973
	Iteration 96Q: 3 clusters Score -1054758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1054756.375000 Penalty: 3182.271973
	Iteration 97Q: 3 clusters Score -1054756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1054756.750000 Penalty: 3182.271973
	Iteration 98Q: 3 clusters Score -1054757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1054756.375000 Penalty: 3182.271973
	Iteration 99Q: 3 clusters Score -1054756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1054756.375000 Penalty: 3182.271973
	Iteration 100F: 3 clusters Score -1054756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Entering Unmasked Estep 
Score: -324405.406250 Penalty: 1392.682617
	Iteration 0F: 2 clusters Score -324405.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -320290.281250 Penalty: 2785.365234
	Iteration 0F: 3 clusters Score -320290.3 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -321520.843750 Penalty: 2785.365234
	Iteration 1F: 3 clusters Score -321520.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -321706.531250 Penalty: 2785.365234
	Iteration 2F: 3 clusters Score -321706.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -321843.687500 Penalty: 2785.365234
	Iteration 3F: 3 clusters Score -321843.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -321970.718750 Penalty: 2785.365234
	Iteration 4Q: 3 clusters Score -321970.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -322098.937500 Penalty: 2785.365234
	Iteration 5Q: 3 clusters Score -322098.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -322233.687500 Penalty: 2785.365234
	Iteration 6Q: 3 clusters Score -322233.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -322395.906250 Penalty: 2785.365234
	Iteration 7Q: 3 clusters Score -322395.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -322553.218750 Penalty: 2785.365234
	Iteration 8Q: 3 clusters Score -322553.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -322696.375000 Penalty: 2785.365234
	Iteration 9Q: 3 clusters Score -322696.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -322829.062500 Penalty: 2785.365234
	Iteration 10Q: 3 clusters Score -322829.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -322956.156250 Penalty: 2785.365234
	Iteration 11Q: 3 clusters Score -322956.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -323082.812500 Penalty: 2785.365234
	Iteration 12Q: 3 clusters Score -323082.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -323197.312500 Penalty: 2785.365234
	Iteration 13Q: 3 clusters Score -323197.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -323303.187500 Penalty: 2785.365234
	Iteration 14Q: 3 clusters Score -323303.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -323384.031250 Penalty: 2785.365234
	Iteration 15Q: 3 clusters Score -323384 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -323430.718750 Penalty: 2785.365234
	Iteration 16Q: 3 clusters Score -323430.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -323452.968750 Penalty: 2785.365234
	Iteration 17Q: 3 clusters Score -323453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -323463.906250 Penalty: 2785.365234
	Iteration 18Q: 3 clusters Score -323463.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -323469.125000 Penalty: 2785.365234
	Iteration 19Q: 3 clusters Score -323469.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -323473.656250 Penalty: 2785.365234
	Iteration 20F: 3 clusters Score -323473.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -323475.031250 Penalty: 2785.365234
	Iteration 21Q: 3 clusters Score -323475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -323477.250000 Penalty: 2785.365234
	Iteration 22Q: 3 clusters Score -323477.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -323478.656250 Penalty: 2785.365234
	Iteration 23Q: 3 clusters Score -323478.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -323479.375000 Penalty: 2785.365234
	Iteration 24Q: 3 clusters Score -323479.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -323481.281250 Penalty: 2785.365234
	Iteration 25Q: 3 clusters Score -323481.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -323481.187500 Penalty: 2785.365234
	Iteration 26Q: 3 clusters Score -323481.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -323481.812500 Penalty: 2785.365234
	Iteration 27Q: 3 clusters Score -323481.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -323482.625000 Penalty: 2785.365234
	Iteration 28Q: 3 clusters Score -323482.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -323484.531250 Penalty: 2785.365234
	Iteration 29Q: 3 clusters Score -323484.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -323484.531250 Penalty: 2785.365234
	Iteration 30F: 3 clusters Score -323484.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (78714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78714 members 
Entering Unmasked Estep 
Score: -4791542.500000 Penalty: 1831.956177
	Iteration 0F: 2 clusters Score -4791542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -4738979.000000 Penalty: 3663.912354
	Iteration 0F: 3 clusters Score -4738979 nChanged 37443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -4760341.000000 Penalty: 3663.912354
	Iteration 1F: 3 clusters Score -4760341 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -4761057.000000 Penalty: 3663.912354
	Iteration 2Q: 3 clusters Score -4761057 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -4762005.000000 Penalty: 3663.912354
	Iteration 3Q: 3 clusters Score -4762005 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -4763293.500000 Penalty: 3663.912354
	Iteration 4Q: 3 clusters Score -4763294 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -4764973.000000 Penalty: 3663.912354
	Iteration 5Q: 3 clusters Score -4764973 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -4767253.500000 Penalty: 3663.912354
	Iteration 6F: 3 clusters Score -4767254 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -4770226.000000 Penalty: 3663.912354
	Iteration 7F: 3 clusters Score -4770226 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -4773745.500000 Penalty: 3663.912354
	Iteration 8F: 3 clusters Score -4773746 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -4776996.000000 Penalty: 3663.912354
	Iteration 9F: 3 clusters Score -4776996 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -4779052.500000 Penalty: 3663.912354
	Iteration 10Q: 3 clusters Score -4779052 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -4779934.000000 Penalty: 3663.912354
	Iteration 11Q: 3 clusters Score -4779934 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
Score: -4780352.500000 Penalty: 3663.912354
	Iteration 12Q: 3 clusters Score -4780352 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -4780595.500000 Penalty: 3663.912354
	Iteration 13Q: 3 clusters Score -4780596 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -4780829.000000 Penalty: 3663.912354
	Iteration 14Q: 3 clusters Score -4780829 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 52478 members 
Entering Unmasked Estep 
Score: -4781001.500000 Penalty: 3663.912354
	Iteration 15Q: 3 clusters Score -4781002 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -4781187.000000 Penalty: 3663.912354
	Iteration 16Q: 3 clusters Score -4781187 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 53851 members 
Entering Unmasked Estep 
Score: -4781375.000000 Penalty: 3663.912354
	Iteration 17Q: 3 clusters Score -4781375 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -4781585.000000 Penalty: 3663.912354
	Iteration 18Q: 3 clusters Score -4781585 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 55432 members 
Entering Unmasked Estep 
Score: -4781794.000000 Penalty: 3663.912354
	Iteration 19Q: 3 clusters Score -4781794 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
Score: -4781944.500000 Penalty: 3663.912354
	Iteration 20F: 3 clusters Score -4781944 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -4782149.000000 Penalty: 3663.912354
	Iteration 21Q: 3 clusters Score -4782149 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 58023 members 
Entering Unmasked Estep 
Score: -4782411.000000 Penalty: 3663.912354
	Iteration 22Q: 3 clusters Score -4782411 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 58958 members 
Entering Unmasked Estep 
Score: -4782666.000000 Penalty: 3663.912354
	Iteration 23Q: 3 clusters Score -4782666 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 59937 members 
Entering Unmasked Estep 
Score: -4782899.500000 Penalty: 3663.912354
	Iteration 24Q: 3 clusters Score -4782900 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 61027 members 
Entering Unmasked Estep 
Score: -4783263.000000 Penalty: 3663.912354
	Iteration 25Q: 3 clusters Score -4783263 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 62182 members 
Entering Unmasked Estep 
Score: -4783665.000000 Penalty: 3663.912354
	Iteration 26Q: 3 clusters Score -4783665 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 63437 members 
Entering Unmasked Estep 
Score: -4784179.000000 Penalty: 3663.912354
	Iteration 27Q: 3 clusters Score -4784179 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -4784721.500000 Penalty: 3663.912354
	Iteration 28Q: 3 clusters Score -4784722 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 66089 members 
Entering Unmasked Estep 
Score: -4785332.000000 Penalty: 3663.912354
	Iteration 29Q: 3 clusters Score -4785332 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 67397 members 
Entering Unmasked Estep 
Score: -4785984.000000 Penalty: 3663.912354
	Iteration 30Q: 3 clusters Score -4785984 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 68630 members 
Entering Unmasked Estep 
Score: -4786619.000000 Penalty: 3663.912354
	Iteration 31Q: 3 clusters Score -4786619 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 69837 members 
Entering Unmasked Estep 
Score: -4787241.500000 Penalty: 3663.912354
	Iteration 32Q: 3 clusters Score -4787242 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 70882 members 
Entering Unmasked Estep 
Score: -4787817.000000 Penalty: 3663.912354
	Iteration 33Q: 3 clusters Score -4787817 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 71817 members 
Entering Unmasked Estep 
Score: -4788362.500000 Penalty: 3663.912354
	Iteration 34Q: 3 clusters Score -4788362 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -4788846.000000 Penalty: 3663.912354
	Iteration 35Q: 3 clusters Score -4788846 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 73307 members 
Entering Unmasked Estep 
Score: -4789237.500000 Penalty: 3663.912354
	Iteration 36Q: 3 clusters Score -4789238 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 73919 members 
Entering Unmasked Estep 
Score: -4789574.000000 Penalty: 3663.912354
	Iteration 37Q: 3 clusters Score -4789574 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 74402 members 
Entering Unmasked Estep 
Score: -4789800.500000 Penalty: 3663.912354
	Iteration 38Q: 3 clusters Score -4789800 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 74767 members 
Entering Unmasked Estep 
Score: -4789973.000000 Penalty: 3663.912354
	Iteration 39Q: 3 clusters Score -4789973 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 75064 members 
Entering Unmasked Estep 
Score: -4790112.000000 Penalty: 3663.912354
	Iteration 40F: 3 clusters Score -4790112 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 75323 members 
Entering Unmasked Estep 
Score: -4790210.000000 Penalty: 3663.912354
	Iteration 41Q: 3 clusters Score -4790210 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 75513 members 
Entering Unmasked Estep 
Score: -4790276.500000 Penalty: 3663.912354
	Iteration 42Q: 3 clusters Score -4790276 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 75666 members 
Entering Unmasked Estep 
Score: -4790318.500000 Penalty: 3663.912354
	Iteration 43Q: 3 clusters Score -4790318 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 75801 members 
Entering Unmasked Estep 
Score: -4790372.500000 Penalty: 3663.912354
	Iteration 44Q: 3 clusters Score -4790372 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 75920 members 
Entering Unmasked Estep 
Score: -4790418.000000 Penalty: 3663.912354
	Iteration 45Q: 3 clusters Score -4790418 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 76017 members 
Entering Unmasked Estep 
Score: -4790427.000000 Penalty: 3663.912354
	Iteration 46Q: 3 clusters Score -4790427 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 76101 members 
Entering Unmasked Estep 
Score: -4790438.500000 Penalty: 3663.912354
	Iteration 47Q: 3 clusters Score -4790438 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 76172 members 
Entering Unmasked Estep 
Score: -4790459.000000 Penalty: 3663.912354
	Iteration 48Q: 3 clusters Score -4790459 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 76238 members 
Entering Unmasked Estep 
Score: -4790457.500000 Penalty: 3663.912354
	Iteration 49Q: 3 clusters Score -4790458 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 76297 members 
Entering Unmasked Estep 
Score: -4790478.500000 Penalty: 3663.912354
	Iteration 50Q: 3 clusters Score -4790478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 76336 members 
Entering Unmasked Estep 
Score: -4790490.000000 Penalty: 3663.912354
	Iteration 51Q: 3 clusters Score -4790490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 76366 members 
Entering Unmasked Estep 
Score: -4790494.000000 Penalty: 3663.912354
	Iteration 52Q: 3 clusters Score -4790494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 76390 members 
Entering Unmasked Estep 
Score: -4790501.000000 Penalty: 3663.912354
	Iteration 53Q: 3 clusters Score -4790501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 76409 members 
Entering Unmasked Estep 
Score: -4790498.000000 Penalty: 3663.912354
	Iteration 54Q: 3 clusters Score -4790498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 76427 members 
Entering Unmasked Estep 
Score: -4790500.000000 Penalty: 3663.912354
	Iteration 55Q: 3 clusters Score -4790500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 76450 members 
Entering Unmasked Estep 
Score: -4790498.500000 Penalty: 3663.912354
	Iteration 56Q: 3 clusters Score -4790498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 76469 members 
Entering Unmasked Estep 
Score: -4790510.000000 Penalty: 3663.912354
	Iteration 57Q: 3 clusters Score -4790510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 76484 members 
Entering Unmasked Estep 
Score: -4790510.500000 Penalty: 3663.912354
	Iteration 58Q: 3 clusters Score -4790510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
Score: -4790510.500000 Penalty: 3663.912354
	Iteration 59Q: 3 clusters Score -4790510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 76509 members 
Entering Unmasked Estep 
Score: -4790518.000000 Penalty: 3663.912354
	Iteration 60F: 3 clusters Score -4790518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 76520 members 
Entering Unmasked Estep 
Score: -4790521.500000 Penalty: 3663.912354
	Iteration 61Q: 3 clusters Score -4790522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 76535 members 
Entering Unmasked Estep 
Score: -4790519.500000 Penalty: 3663.912354
	Iteration 62Q: 3 clusters Score -4790520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 76547 members 
Entering Unmasked Estep 
Score: -4790521.000000 Penalty: 3663.912354
	Iteration 63Q: 3 clusters Score -4790521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 76560 members 
Entering Unmasked Estep 
Score: -4790521.000000 Penalty: 3663.912354
	Iteration 64Q: 3 clusters Score -4790521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 76567 members 
Entering Unmasked Estep 
Score: -4790525.000000 Penalty: 3663.912354
	Iteration 65Q: 3 clusters Score -4790525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 76573 members 
Entering Unmasked Estep 
Score: -4790525.000000 Penalty: 3663.912354
	Iteration 66Q: 3 clusters Score -4790525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 76581 members 
Entering Unmasked Estep 
Score: -4790523.500000 Penalty: 3663.912354
	Iteration 67Q: 3 clusters Score -4790524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 76588 members 
Entering Unmasked Estep 
Score: -4790520.500000 Penalty: 3663.912354
	Iteration 68Q: 3 clusters Score -4790520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 76594 members 
Entering Unmasked Estep 
Score: -4790514.500000 Penalty: 3663.912354
	Iteration 69Q: 3 clusters Score -4790514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 76600 members 
Entering Unmasked Estep 
Score: -4790516.000000 Penalty: 3663.912354
	Iteration 70Q: 3 clusters Score -4790516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 76606 members 
Entering Unmasked Estep 
Score: -4790513.500000 Penalty: 3663.912354
	Iteration 71Q: 3 clusters Score -4790514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 76614 members 
Entering Unmasked Estep 
Score: -4790516.000000 Penalty: 3663.912354
	Iteration 72Q: 3 clusters Score -4790516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 76620 members 
Entering Unmasked Estep 
Score: -4790514.000000 Penalty: 3663.912354
	Iteration 73Q: 3 clusters Score -4790514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 76626 members 
Entering Unmasked Estep 
Score: -4790515.500000 Penalty: 3663.912354
	Iteration 74Q: 3 clusters Score -4790516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 76635 members 
Entering Unmasked Estep 
Score: -4790521.000000 Penalty: 3663.912354
	Iteration 75Q: 3 clusters Score -4790521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 76641 members 
Entering Unmasked Estep 
Score: -4790517.000000 Penalty: 3663.912354
	Iteration 76Q: 3 clusters Score -4790517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 76646 members 
Entering Unmasked Estep 
Score: -4790519.500000 Penalty: 3663.912354
	Iteration 77Q: 3 clusters Score -4790520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 76660 members 
Entering Unmasked Estep 
Score: -4790529.500000 Penalty: 3663.912354
	Iteration 78Q: 3 clusters Score -4790530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 76674 members 
Entering Unmasked Estep 
Score: -4790527.500000 Penalty: 3663.912354
	Iteration 79Q: 3 clusters Score -4790528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 76682 members 
Entering Unmasked Estep 
Score: -4790526.500000 Penalty: 3663.912354
	Iteration 80F: 3 clusters Score -4790526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 76690 members 
Entering Unmasked Estep 
Score: -4790528.500000 Penalty: 3663.912354
	Iteration 81Q: 3 clusters Score -4790528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 76695 members 
Entering Unmasked Estep 
Score: -4790528.000000 Penalty: 3663.912354
	Iteration 82Q: 3 clusters Score -4790528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 76701 members 
Entering Unmasked Estep 
Score: -4790519.500000 Penalty: 3663.912354
	Iteration 83Q: 3 clusters Score -4790520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 76706 members 
Entering Unmasked Estep 
Score: -4790529.000000 Penalty: 3663.912354
	Iteration 84Q: 3 clusters Score -4790529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 76710 members 
Entering Unmasked Estep 
Score: -4790526.000000 Penalty: 3663.912354
	Iteration 85Q: 3 clusters Score -4790526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 76713 members 
Entering Unmasked Estep 
Score: -4790522.000000 Penalty: 3663.912354
	Iteration 86Q: 3 clusters Score -4790522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 76721 members 
Entering Unmasked Estep 
Score: -4790524.000000 Penalty: 3663.912354
	Iteration 87Q: 3 clusters Score -4790524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 76729 members 
Entering Unmasked Estep 
Score: -4790520.500000 Penalty: 3663.912354
	Iteration 88Q: 3 clusters Score -4790520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 76733 members 
Entering Unmasked Estep 
Score: -4790525.500000 Penalty: 3663.912354
	Iteration 89Q: 3 clusters Score -4790526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 76739 members 
Entering Unmasked Estep 
Score: -4790524.000000 Penalty: 3663.912354
	Iteration 90Q: 3 clusters Score -4790524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 76739 members 
Entering Unmasked Estep 
Score: -4790522.500000 Penalty: 3663.912354
	Iteration 91Q: 3 clusters Score -4790522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 76739 members 
Entering Unmasked Estep 
Score: -4790522.500000 Penalty: 3663.912354
	Iteration 92F: 3 clusters Score -4790522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Entering Unmasked Estep 
Score: -420058.812500 Penalty: 1446.095459
	Iteration 0F: 2 clusters Score -420058.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -414582.000000 Penalty: 2892.190918
	Iteration 0F: 3 clusters Score -414582 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -416608.375000 Penalty: 2892.190918
	Iteration 1F: 3 clusters Score -416608.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -417117.406250 Penalty: 2892.190918
	Iteration 2F: 3 clusters Score -417117.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -417598.250000 Penalty: 2892.190918
	Iteration 3F: 3 clusters Score -417598.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -417992.687500 Penalty: 2892.190918
	Iteration 4F: 3 clusters Score -417992.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -418274.187500 Penalty: 2892.190918
	Iteration 5F: 3 clusters Score -418274.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -418514.468750 Penalty: 2892.190918
	Iteration 6Q: 3 clusters Score -418514.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -418730.843750 Penalty: 2892.190918
	Iteration 7Q: 3 clusters Score -418730.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -418916.968750 Penalty: 2892.190918
	Iteration 8Q: 3 clusters Score -418917 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -419070.312500 Penalty: 2892.190918
	Iteration 9Q: 3 clusters Score -419070.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -419191.625000 Penalty: 2892.190918
	Iteration 10Q: 3 clusters Score -419191.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -419273.437500 Penalty: 2892.190918
	Iteration 11Q: 3 clusters Score -419273.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -419345.562500 Penalty: 2892.190918
	Iteration 12Q: 3 clusters Score -419345.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -419403.718750 Penalty: 2892.190918
	Iteration 13Q: 3 clusters Score -419403.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -419444.781250 Penalty: 2892.190918
	Iteration 14Q: 3 clusters Score -419444.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -419481.093750 Penalty: 2892.190918
	Iteration 15Q: 3 clusters Score -419481.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -419509.531250 Penalty: 2892.190918
	Iteration 16Q: 3 clusters Score -419509.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -419527.781250 Penalty: 2892.190918
	Iteration 17Q: 3 clusters Score -419527.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -419555.593750 Penalty: 2892.190918
	Iteration 18Q: 3 clusters Score -419555.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -419576.031250 Penalty: 2892.190918
	Iteration 19Q: 3 clusters Score -419576 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -419591.875000 Penalty: 2892.190918
	Iteration 20F: 3 clusters Score -419591.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -419612.156250 Penalty: 2892.190918
	Iteration 21Q: 3 clusters Score -419612.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -419631.718750 Penalty: 2892.190918
	Iteration 22Q: 3 clusters Score -419631.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -419649.281250 Penalty: 2892.190918
	Iteration 23Q: 3 clusters Score -419649.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -419668.562500 Penalty: 2892.190918
	Iteration 24Q: 3 clusters Score -419668.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -419698.312500 Penalty: 2892.190918
	Iteration 25Q: 3 clusters Score -419698.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -419740.187500 Penalty: 2892.190918
	Iteration 26Q: 3 clusters Score -419740.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -419814.687500 Penalty: 2892.190918
	Iteration 27Q: 3 clusters Score -419814.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -419993.312500 Penalty: 2892.190918
	Iteration 28Q: 3 clusters Score -419993.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -420203.531250 Penalty: 2892.190918
	Iteration 29Q: 3 clusters Score -420203.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -420332.406250 Penalty: 2892.190918
	Iteration 30Q: 3 clusters Score -420332.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -420404.187500 Penalty: 2892.190918
	Iteration 31Q: 3 clusters Score -420404.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -420460.937500 Penalty: 2892.190918
	Iteration 32Q: 3 clusters Score -420460.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -420496.843750 Penalty: 2892.190918
	Iteration 33Q: 3 clusters Score -420496.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -420526.093750 Penalty: 2892.190918
	Iteration 34Q: 3 clusters Score -420526.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -420550.812500 Penalty: 2892.190918
	Iteration 35Q: 3 clusters Score -420550.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -420581.125000 Penalty: 2892.190918
	Iteration 36Q: 3 clusters Score -420581.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -420614.593750 Penalty: 2892.190918
	Iteration 37Q: 3 clusters Score -420614.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -420640.468750 Penalty: 2892.190918
	Iteration 38Q: 3 clusters Score -420640.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -420667.500000 Penalty: 2892.190918
	Iteration 39Q: 3 clusters Score -420667.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -420703.687500 Penalty: 2892.190918
	Iteration 40F: 3 clusters Score -420703.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -420741.968750 Penalty: 2892.190918
	Iteration 41Q: 3 clusters Score -420742 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -420778.843750 Penalty: 2892.190918
	Iteration 42Q: 3 clusters Score -420778.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -420811.812500 Penalty: 2892.190918
	Iteration 43Q: 3 clusters Score -420811.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -420849.093750 Penalty: 2892.190918
	Iteration 44Q: 3 clusters Score -420849.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -420888.687500 Penalty: 2892.190918
	Iteration 45Q: 3 clusters Score -420888.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -420912.750000 Penalty: 2892.190918
	Iteration 46Q: 3 clusters Score -420912.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -420937.000000 Penalty: 2892.190918
	Iteration 47Q: 3 clusters Score -420937 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -420956.062500 Penalty: 2892.190918
	Iteration 48Q: 3 clusters Score -420956.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -420969.906250 Penalty: 2892.190918
	Iteration 49Q: 3 clusters Score -420969.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -420984.687500 Penalty: 2892.190918
	Iteration 50Q: 3 clusters Score -420984.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -420997.343750 Penalty: 2892.190918
	Iteration 51Q: 3 clusters Score -420997.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -421010.656250 Penalty: 2892.190918
	Iteration 52Q: 3 clusters Score -421010.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -421024.156250 Penalty: 2892.190918
	Iteration 53Q: 3 clusters Score -421024.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -421039.375000 Penalty: 2892.190918
	Iteration 54Q: 3 clusters Score -421039.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -421049.031250 Penalty: 2892.190918
	Iteration 55Q: 3 clusters Score -421049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -421058.968750 Penalty: 2892.190918
	Iteration 56Q: 3 clusters Score -421059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -421072.062500 Penalty: 2892.190918
	Iteration 57Q: 3 clusters Score -421072.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -421085.312500 Penalty: 2892.190918
	Iteration 58Q: 3 clusters Score -421085.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -421096.593750 Penalty: 2892.190918
	Iteration 59Q: 3 clusters Score -421096.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -421105.312500 Penalty: 2892.190918
	Iteration 60F: 3 clusters Score -421105.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -421112.593750 Penalty: 2892.190918
	Iteration 61Q: 3 clusters Score -421112.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -421120.875000 Penalty: 2892.190918
	Iteration 62Q: 3 clusters Score -421120.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -421126.906250 Penalty: 2892.190918
	Iteration 63Q: 3 clusters Score -421126.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -421132.718750 Penalty: 2892.190918
	Iteration 64Q: 3 clusters Score -421132.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -421139.718750 Penalty: 2892.190918
	Iteration 65Q: 3 clusters Score -421139.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -421154.500000 Penalty: 2892.190918
	Iteration 66Q: 3 clusters Score -421154.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -421164.781250 Penalty: 2892.190918
	Iteration 67Q: 3 clusters Score -421164.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -421171.781250 Penalty: 2892.190918
	Iteration 68Q: 3 clusters Score -421171.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -421182.906250 Penalty: 2892.190918
	Iteration 69Q: 3 clusters Score -421182.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -421191.812500 Penalty: 2892.190918
	Iteration 70Q: 3 clusters Score -421191.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -421195.156250 Penalty: 2892.190918
	Iteration 71Q: 3 clusters Score -421195.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -421199.750000 Penalty: 2892.190918
	Iteration 72Q: 3 clusters Score -421199.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -421203.250000 Penalty: 2892.190918
	Iteration 73Q: 3 clusters Score -421203.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -421210.562500 Penalty: 2892.190918
	Iteration 74Q: 3 clusters Score -421210.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -421212.437500 Penalty: 2892.190918
	Iteration 75Q: 3 clusters Score -421212.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -421215.437500 Penalty: 2892.190918
	Iteration 76Q: 3 clusters Score -421215.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -421216.531250 Penalty: 2892.190918
	Iteration 77Q: 3 clusters Score -421216.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -421219.406250 Penalty: 2892.190918
	Iteration 78Q: 3 clusters Score -421219.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -421222.593750 Penalty: 2892.190918
	Iteration 79Q: 3 clusters Score -421222.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -421225.781250 Penalty: 2892.190918
	Iteration 80F: 3 clusters Score -421225.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -421230.156250 Penalty: 2892.190918
	Iteration 81Q: 3 clusters Score -421230.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -421236.312500 Penalty: 2892.190918
	Iteration 82Q: 3 clusters Score -421236.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -421241.656250 Penalty: 2892.190918
	Iteration 83Q: 3 clusters Score -421241.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -421244.281250 Penalty: 2892.190918
	Iteration 84Q: 3 clusters Score -421244.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -421246.000000 Penalty: 2892.190918
	Iteration 85Q: 3 clusters Score -421246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -421250.031250 Penalty: 2892.190918
	Iteration 86Q: 3 clusters Score -421250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -421252.468750 Penalty: 2892.190918
	Iteration 87Q: 3 clusters Score -421252.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -421257.593750 Penalty: 2892.190918
	Iteration 88Q: 3 clusters Score -421257.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -421263.562500 Penalty: 2892.190918
	Iteration 89Q: 3 clusters Score -421263.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -421273.093750 Penalty: 2892.190918
	Iteration 90Q: 3 clusters Score -421273.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -421283.812500 Penalty: 2892.190918
	Iteration 91Q: 3 clusters Score -421283.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -421300.625000 Penalty: 2892.190918
	Iteration 92Q: 3 clusters Score -421300.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -421326.031250 Penalty: 2892.190918
	Iteration 93Q: 3 clusters Score -421326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -421364.000000 Penalty: 2892.190918
	Iteration 94Q: 3 clusters Score -421364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -421421.281250 Penalty: 2892.190918
	Iteration 95Q: 3 clusters Score -421421.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -421490.843750 Penalty: 2892.190918
	Iteration 96Q: 3 clusters Score -421490.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -421556.625000 Penalty: 2892.190918
	Iteration 97Q: 3 clusters Score -421556.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -421603.343750 Penalty: 2892.190918
	Iteration 98Q: 3 clusters Score -421603.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -421632.250000 Penalty: 2892.190918
	Iteration 99Q: 3 clusters Score -421632.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -421649.468750 Penalty: 2892.190918
	Iteration 100F: 3 clusters Score -421649.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -421660.812500 Penalty: 2892.190918
	Iteration 101Q: 3 clusters Score -421660.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -421666.187500 Penalty: 2892.190918
	Iteration 102Q: 3 clusters Score -421666.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -421668.250000 Penalty: 2892.190918
	Iteration 103Q: 3 clusters Score -421668.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -421669.625000 Penalty: 2892.190918
	Iteration 104Q: 3 clusters Score -421669.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -421670.875000 Penalty: 2892.190918
	Iteration 105Q: 3 clusters Score -421670.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -421670.750000 Penalty: 2892.190918
	Iteration 106Q: 3 clusters Score -421670.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -421671.312500 Penalty: 2892.190918
	Iteration 107Q: 3 clusters Score -421671.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -421671.312500 Penalty: 2892.190918
	Iteration 108Q: 3 clusters Score -421671.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -421671.312500 Penalty: 2892.190918
	Iteration 109F: 3 clusters Score -421671.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 5273 members 
Mstep: Class 3 contains 78714 members 
Mstep: Class 4 contains 6140 members 
Mstep: Class 5 contains 1185 members 
Mstep: Class 6 contains 5530 members 
Mstep: Class 9 contains 11671 members 
Mstep: Class 10 contains 93479 members 
Mstep: Class 11 contains 58034 members 
Mstep: Class 12 contains 7489 members 
Mstep: Class 13 contains 4929 members 
Mstep: Class 14 contains 12251 members 
Mstep: Class 15 contains 21114 members 
Mstep: Class 16 contains 17629 members 
Mstep: Class 18 contains 10975 members 
Mstep: Class 19 contains 7439 members 
Entering Unmasked Estep 
Score: -21331170.000000 Penalty: 33262.488281
Splitting cluster 5 changes total score from -21330114.000000 to -21331170.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 6 (5530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Entering Unmasked Estep 
Score: -322453.906250 Penalty: 1400.415649
	Iteration 0F: 2 clusters Score -322453.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -318179.593750 Penalty: 2800.831299
	Iteration 0F: 3 clusters Score -318179.6 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -319497.937500 Penalty: 2800.831299
	Iteration 1F: 3 clusters Score -319497.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -319815.343750 Penalty: 2800.831299
	Iteration 2F: 3 clusters Score -319815.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -320158.937500 Penalty: 2800.831299
	Iteration 3F: 3 clusters Score -320158.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -320514.406250 Penalty: 2800.831299
	Iteration 4F: 3 clusters Score -320514.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -320780.937500 Penalty: 2800.831299
	Iteration 5F: 3 clusters Score -320780.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -320994.406250 Penalty: 2800.831299
	Iteration 6F: 3 clusters Score -320994.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -321179.750000 Penalty: 2800.831299
	Iteration 7Q: 3 clusters Score -321179.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -321312.562500 Penalty: 2800.831299
	Iteration 8Q: 3 clusters Score -321312.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -321393.750000 Penalty: 2800.831299
	Iteration 9Q: 3 clusters Score -321393.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -321443.031250 Penalty: 2800.831299
	Iteration 10Q: 3 clusters Score -321443 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -321485.843750 Penalty: 2800.831299
	Iteration 11Q: 3 clusters Score -321485.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -321527.625000 Penalty: 2800.831299
	Iteration 12Q: 3 clusters Score -321527.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -321570.250000 Penalty: 2800.831299
	Iteration 13Q: 3 clusters Score -321570.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -321605.875000 Penalty: 2800.831299
	Iteration 14Q: 3 clusters Score -321605.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -321651.375000 Penalty: 2800.831299
	Iteration 15Q: 3 clusters Score -321651.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -321715.750000 Penalty: 2800.831299
	Iteration 16Q: 3 clusters Score -321715.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -321775.656250 Penalty: 2800.831299
	Iteration 17Q: 3 clusters Score -321775.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -321817.031250 Penalty: 2800.831299
	Iteration 18Q: 3 clusters Score -321817 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -321846.468750 Penalty: 2800.831299
	Iteration 19Q: 3 clusters Score -321846.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -321866.250000 Penalty: 2800.831299
	Iteration 20F: 3 clusters Score -321866.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -321877.250000 Penalty: 2800.831299
	Iteration 21Q: 3 clusters Score -321877.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -321881.250000 Penalty: 2800.831299
	Iteration 22Q: 3 clusters Score -321881.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -321884.406250 Penalty: 2800.831299
	Iteration 23Q: 3 clusters Score -321884.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -321886.500000 Penalty: 2800.831299
	Iteration 24Q: 3 clusters Score -321886.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -321886.218750 Penalty: 2800.831299
	Iteration 25Q: 3 clusters Score -321886.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -321886.187500 Penalty: 2800.831299
	Iteration 26Q: 3 clusters Score -321886.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -321886.687500 Penalty: 2800.831299
	Iteration 27Q: 3 clusters Score -321886.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -321886.687500 Penalty: 2800.831299
	Iteration 28F: 3 clusters Score -321886.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Entering Unmasked Estep 
Score: -695033.437500 Penalty: 1521.790161
	Iteration 0F: 2 clusters Score -695033.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -686831.000000 Penalty: 3043.580322
	Iteration 0F: 3 clusters Score -686831 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -689616.125000 Penalty: 3043.580322
	Iteration 1F: 3 clusters Score -689616.1 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -690180.687500 Penalty: 3043.580322
	Iteration 2F: 3 clusters Score -690180.7 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -690754.437500 Penalty: 3043.580322
	Iteration 3F: 3 clusters Score -690754.4 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -691394.562500 Penalty: 3043.580322
	Iteration 4F: 3 clusters Score -691394.6 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -691999.500000 Penalty: 3043.580322
	Iteration 5F: 3 clusters Score -691999.5 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -692487.937500 Penalty: 3043.580322
	Iteration 6F: 3 clusters Score -692487.9 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -692903.687500 Penalty: 3043.580322
	Iteration 7F: 3 clusters Score -692903.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -693174.500000 Penalty: 3043.580322
	Iteration 8Q: 3 clusters Score -693174.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -693358.437500 Penalty: 3043.580322
	Iteration 9Q: 3 clusters Score -693358.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -693501.562500 Penalty: 3043.580322
	Iteration 10Q: 3 clusters Score -693501.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -693578.500000 Penalty: 3043.580322
	Iteration 11Q: 3 clusters Score -693578.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -693641.500000 Penalty: 3043.580322
	Iteration 12Q: 3 clusters Score -693641.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -693706.500000 Penalty: 3043.580322
	Iteration 13Q: 3 clusters Score -693706.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -693774.125000 Penalty: 3043.580322
	Iteration 14Q: 3 clusters Score -693774.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -693830.812500 Penalty: 3043.580322
	Iteration 15Q: 3 clusters Score -693830.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -693878.562500 Penalty: 3043.580322
	Iteration 16Q: 3 clusters Score -693878.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -693920.875000 Penalty: 3043.580322
	Iteration 17Q: 3 clusters Score -693920.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -693961.500000 Penalty: 3043.580322
	Iteration 18Q: 3 clusters Score -693961.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -693989.875000 Penalty: 3043.580322
	Iteration 19Q: 3 clusters Score -693989.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -694012.187500 Penalty: 3043.580322
	Iteration 20F: 3 clusters Score -694012.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -694030.250000 Penalty: 3043.580322
	Iteration 21Q: 3 clusters Score -694030.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -694044.000000 Penalty: 3043.580322
	Iteration 22Q: 3 clusters Score -694044 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -694056.187500 Penalty: 3043.580322
	Iteration 23Q: 3 clusters Score -694056.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -694071.875000 Penalty: 3043.580322
	Iteration 24Q: 3 clusters Score -694071.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -694080.562500 Penalty: 3043.580322
	Iteration 25Q: 3 clusters Score -694080.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -694093.062500 Penalty: 3043.580322
	Iteration 26Q: 3 clusters Score -694093.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -694102.625000 Penalty: 3043.580322
	Iteration 27Q: 3 clusters Score -694102.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -694109.812500 Penalty: 3043.580322
	Iteration 28Q: 3 clusters Score -694109.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -694116.000000 Penalty: 3043.580322
	Iteration 29Q: 3 clusters Score -694116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -694124.625000 Penalty: 3043.580322
	Iteration 30Q: 3 clusters Score -694124.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -694132.187500 Penalty: 3043.580322
	Iteration 31Q: 3 clusters Score -694132.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -694136.875000 Penalty: 3043.580322
	Iteration 32Q: 3 clusters Score -694136.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -694140.125000 Penalty: 3043.580322
	Iteration 33Q: 3 clusters Score -694140.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -694144.187500 Penalty: 3043.580322
	Iteration 34Q: 3 clusters Score -694144.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -694147.000000 Penalty: 3043.580322
	Iteration 35Q: 3 clusters Score -694147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -694146.937500 Penalty: 3043.580322
	Iteration 36Q: 3 clusters Score -694146.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -694149.187500 Penalty: 3043.580322
	Iteration 37Q: 3 clusters Score -694149.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -694150.812500 Penalty: 3043.580322
	Iteration 38Q: 3 clusters Score -694150.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -694150.812500 Penalty: 3043.580322
	Iteration 39Q: 3 clusters Score -694150.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -694152.937500 Penalty: 3043.580322
	Iteration 40F: 3 clusters Score -694152.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -694151.937500 Penalty: 3043.580322
	Iteration 41Q: 3 clusters Score -694151.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -694153.437500 Penalty: 3043.580322
	Iteration 42Q: 3 clusters Score -694153.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -694152.187500 Penalty: 3043.580322
	Iteration 43Q: 3 clusters Score -694152.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -694152.750000 Penalty: 3043.580322
	Iteration 44Q: 3 clusters Score -694152.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -694153.125000 Penalty: 3043.580322
	Iteration 45Q: 3 clusters Score -694153.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -694153.125000 Penalty: 3043.580322
	Iteration 46F: 3 clusters Score -694153.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (93479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93479 members 
Entering Unmasked Estep 
Score: -5958424.500000 Penalty: 1859.892456
	Iteration 0F: 2 clusters Score -5958424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -5896003.000000 Penalty: 3719.784912
	Iteration 0F: 3 clusters Score -5896003 nChanged 44607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -5922022.000000 Penalty: 3719.784912
	Iteration 1F: 3 clusters Score -5922022 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -5923110.500000 Penalty: 3719.784912
	Iteration 2Q: 3 clusters Score -5923110 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -5924544.000000 Penalty: 3719.784912
	Iteration 3Q: 3 clusters Score -5924544 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52240 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -5926470.500000 Penalty: 3719.784912
	Iteration 4Q: 3 clusters Score -5926470 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -5929121.000000 Penalty: 3719.784912
	Iteration 5F: 3 clusters Score -5929121 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58606 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -5932693.000000 Penalty: 3719.784912
	Iteration 6F: 3 clusters Score -5932693 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -5936786.000000 Penalty: 3719.784912
	Iteration 7F: 3 clusters Score -5936786 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66809 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -5941113.500000 Penalty: 3719.784912
	Iteration 8F: 3 clusters Score -5941114 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70267 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -5944379.500000 Penalty: 3719.784912
	Iteration 9F: 3 clusters Score -5944380 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73176 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -5946778.500000 Penalty: 3719.784912
	Iteration 10Q: 3 clusters Score -5946778 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75773 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -5948708.500000 Penalty: 3719.784912
	Iteration 11Q: 3 clusters Score -5948708 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78030 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -5950268.500000 Penalty: 3719.784912
	Iteration 12Q: 3 clusters Score -5950268 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79934 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -5951498.000000 Penalty: 3719.784912
	Iteration 13Q: 3 clusters Score -5951498 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81598 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -5952494.500000 Penalty: 3719.784912
	Iteration 14Q: 3 clusters Score -5952494 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82958 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -5953166.500000 Penalty: 3719.784912
	Iteration 15Q: 3 clusters Score -5953166 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84142 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -5953659.500000 Penalty: 3719.784912
	Iteration 16Q: 3 clusters Score -5953660 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85135 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -5954079.500000 Penalty: 3719.784912
	Iteration 17Q: 3 clusters Score -5954080 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85989 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -5954364.500000 Penalty: 3719.784912
	Iteration 18Q: 3 clusters Score -5954364 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86744 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -5954629.500000 Penalty: 3719.784912
	Iteration 19Q: 3 clusters Score -5954630 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87419 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -5954876.000000 Penalty: 3719.784912
	Iteration 20F: 3 clusters Score -5954876 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87992 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -5955038.000000 Penalty: 3719.784912
	Iteration 21Q: 3 clusters Score -5955038 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88535 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -5955214.000000 Penalty: 3719.784912
	Iteration 22Q: 3 clusters Score -5955214 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89033 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -5955378.000000 Penalty: 3719.784912
	Iteration 23Q: 3 clusters Score -5955378 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89492 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -5955489.000000 Penalty: 3719.784912
	Iteration 24Q: 3 clusters Score -5955489 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89933 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -5955669.500000 Penalty: 3719.784912
	Iteration 25Q: 3 clusters Score -5955670 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90303 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -5955839.500000 Penalty: 3719.784912
	Iteration 26Q: 3 clusters Score -5955840 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90636 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -5956017.500000 Penalty: 3719.784912
	Iteration 27Q: 3 clusters Score -5956018 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90947 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -5956197.500000 Penalty: 3719.784912
	Iteration 28Q: 3 clusters Score -5956198 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91190 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -5956318.500000 Penalty: 3719.784912
	Iteration 29Q: 3 clusters Score -5956318 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91408 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5956429.000000 Penalty: 3719.784912
	Iteration 30Q: 3 clusters Score -5956429 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91575 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5956511.500000 Penalty: 3719.784912
	Iteration 31Q: 3 clusters Score -5956512 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91714 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5956586.000000 Penalty: 3719.784912
	Iteration 32Q: 3 clusters Score -5956586 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91817 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5956620.500000 Penalty: 3719.784912
	Iteration 33Q: 3 clusters Score -5956620 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91906 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5956661.500000 Penalty: 3719.784912
	Iteration 34Q: 3 clusters Score -5956662 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91979 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5956689.500000 Penalty: 3719.784912
	Iteration 35Q: 3 clusters Score -5956690 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92049 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5956719.000000 Penalty: 3719.784912
	Iteration 36Q: 3 clusters Score -5956719 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92108 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5956733.500000 Penalty: 3719.784912
	Iteration 37Q: 3 clusters Score -5956734 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92159 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5956753.000000 Penalty: 3719.784912
	Iteration 38Q: 3 clusters Score -5956753 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92205 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5956769.000000 Penalty: 3719.784912
	Iteration 39Q: 3 clusters Score -5956769 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92245 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5956784.000000 Penalty: 3719.784912
	Iteration 40F: 3 clusters Score -5956784 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92276 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5956804.000000 Penalty: 3719.784912
	Iteration 41Q: 3 clusters Score -5956804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92307 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5956808.500000 Penalty: 3719.784912
	Iteration 42Q: 3 clusters Score -5956808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92327 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5956824.500000 Penalty: 3719.784912
	Iteration 43Q: 3 clusters Score -5956824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92350 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5956825.500000 Penalty: 3719.784912
	Iteration 44Q: 3 clusters Score -5956826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92369 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5956832.000000 Penalty: 3719.784912
	Iteration 45Q: 3 clusters Score -5956832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92389 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5956850.500000 Penalty: 3719.784912
	Iteration 46Q: 3 clusters Score -5956850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92411 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5956856.000000 Penalty: 3719.784912
	Iteration 47Q: 3 clusters Score -5956856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92425 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5956853.500000 Penalty: 3719.784912
	Iteration 48Q: 3 clusters Score -5956854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92442 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5956857.500000 Penalty: 3719.784912
	Iteration 49Q: 3 clusters Score -5956858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92458 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5956872.500000 Penalty: 3719.784912
	Iteration 50Q: 3 clusters Score -5956872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92474 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5956877.000000 Penalty: 3719.784912
	Iteration 51Q: 3 clusters Score -5956877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92484 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5956875.500000 Penalty: 3719.784912
	Iteration 52Q: 3 clusters Score -5956876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92493 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5956885.000000 Penalty: 3719.784912
	Iteration 53Q: 3 clusters Score -5956885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92502 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5956881.000000 Penalty: 3719.784912
	Iteration 54Q: 3 clusters Score -5956881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92514 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5956882.500000 Penalty: 3719.784912
	Iteration 55Q: 3 clusters Score -5956882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92520 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5956889.000000 Penalty: 3719.784912
	Iteration 56Q: 3 clusters Score -5956889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92525 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5956887.500000 Penalty: 3719.784912
	Iteration 57Q: 3 clusters Score -5956888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92529 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5956887.500000 Penalty: 3719.784912
	Iteration 58Q: 3 clusters Score -5956888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92532 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5956892.500000 Penalty: 3719.784912
	Iteration 59Q: 3 clusters Score -5956892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92533 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5956894.000000 Penalty: 3719.784912
	Iteration 60F: 3 clusters Score -5956894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (58034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Entering Unmasked Estep 
Score: -3596484.000000 Penalty: 1782.427490
	Iteration 0F: 2 clusters Score -3596484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -3557677.500000 Penalty: 3564.854980
	Iteration 0F: 3 clusters Score -3557678 nChanged 27473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3573207.250000 Penalty: 3564.854980
	Iteration 1F: 3 clusters Score -3573207 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -3573851.250000 Penalty: 3564.854980
	Iteration 2Q: 3 clusters Score -3573851 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -3574621.500000 Penalty: 3564.854980
	Iteration 3Q: 3 clusters Score -3574622 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -3575608.250000 Penalty: 3564.854980
	Iteration 4Q: 3 clusters Score -3575608 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -3577010.750000 Penalty: 3564.854980
	Iteration 5Q: 3 clusters Score -3577011 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -3579115.750000 Penalty: 3564.854980
	Iteration 6F: 3 clusters Score -3579116 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -3582169.250000 Penalty: 3564.854980
	Iteration 7F: 3 clusters Score -3582169 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -3585599.750000 Penalty: 3564.854980
	Iteration 8F: 3 clusters Score -3585600 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -3588843.750000 Penalty: 3564.854980
	Iteration 9F: 3 clusters Score -3588844 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53369 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -3591437.500000 Penalty: 3564.854980
	Iteration 10F: 3 clusters Score -3591438 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3593075.000000 Penalty: 3564.854980
	Iteration 11Q: 3 clusters Score -3593075 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56597 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3593956.500000 Penalty: 3564.854980
	Iteration 12Q: 3 clusters Score -3593956 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3594384.750000 Penalty: 3564.854980
	Iteration 13Q: 3 clusters Score -3594385 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57437 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3594604.000000 Penalty: 3564.854980
	Iteration 14Q: 3 clusters Score -3594604 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57581 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3594750.500000 Penalty: 3564.854980
	Iteration 15Q: 3 clusters Score -3594750 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3594814.000000 Penalty: 3564.854980
	Iteration 16Q: 3 clusters Score -3594814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3594839.250000 Penalty: 3564.854980
	Iteration 17Q: 3 clusters Score -3594839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57696 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3594850.000000 Penalty: 3564.854980
	Iteration 18Q: 3 clusters Score -3594850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57714 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3594866.500000 Penalty: 3564.854980
	Iteration 19Q: 3 clusters Score -3594866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57730 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3594882.500000 Penalty: 3564.854980
	Iteration 20F: 3 clusters Score -3594882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57737 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3594887.750000 Penalty: 3564.854980
	Iteration 21Q: 3 clusters Score -3594888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57743 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3594895.750000 Penalty: 3564.854980
	Iteration 22Q: 3 clusters Score -3594896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57745 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3594901.500000 Penalty: 3564.854980
	Iteration 23Q: 3 clusters Score -3594902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57749 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3594902.750000 Penalty: 3564.854980
	Iteration 24Q: 3 clusters Score -3594903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57750 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3594906.500000 Penalty: 3564.854980
	Iteration 25Q: 3 clusters Score -3594906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3594907.250000 Penalty: 3564.854980
	Iteration 26Q: 3 clusters Score -3594907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57753 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3594911.250000 Penalty: 3564.854980
	Iteration 27Q: 3 clusters Score -3594911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57754 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3594909.750000 Penalty: 3564.854980
	Iteration 28Q: 3 clusters Score -3594910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57756 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3594910.750000 Penalty: 3564.854980
	Iteration 29Q: 3 clusters Score -3594911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57759 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3594913.750000 Penalty: 3564.854980
	Iteration 30Q: 3 clusters Score -3594914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3594914.250000 Penalty: 3564.854980
	Iteration 31Q: 3 clusters Score -3594914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3594917.500000 Penalty: 3564.854980
	Iteration 32Q: 3 clusters Score -3594918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3594917.500000 Penalty: 3564.854980
	Iteration 33F: 3 clusters Score -3594918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Entering Unmasked Estep 
Score: -447204.156250 Penalty: 1449.693359
	Iteration 0F: 2 clusters Score -447204.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -441747.250000 Penalty: 2899.386719
	Iteration 0F: 3 clusters Score -441747.2 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -444042.125000 Penalty: 2899.386719
	Iteration 1F: 3 clusters Score -444042.1 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -444932.437500 Penalty: 2899.386719
	Iteration 2F: 3 clusters Score -444932.4 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -445737.531250 Penalty: 2899.386719
	Iteration 3F: 3 clusters Score -445737.5 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -446287.968750 Penalty: 2899.386719
	Iteration 4F: 3 clusters Score -446288 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -446612.625000 Penalty: 2899.386719
	Iteration 5F: 3 clusters Score -446612.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -446809.781250 Penalty: 2899.386719
	Iteration 6Q: 3 clusters Score -446809.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -446940.406250 Penalty: 2899.386719
	Iteration 7Q: 3 clusters Score -446940.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -447060.531250 Penalty: 2899.386719
	Iteration 8Q: 3 clusters Score -447060.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -447160.843750 Penalty: 2899.386719
	Iteration 9Q: 3 clusters Score -447160.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -447217.437500 Penalty: 2899.386719
	Iteration 10Q: 3 clusters Score -447217.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -447259.187500 Penalty: 2899.386719
	Iteration 11Q: 3 clusters Score -447259.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -447292.750000 Penalty: 2899.386719
	Iteration 12Q: 3 clusters Score -447292.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -447310.687500 Penalty: 2899.386719
	Iteration 13Q: 3 clusters Score -447310.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -447320.250000 Penalty: 2899.386719
	Iteration 14Q: 3 clusters Score -447320.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -447325.718750 Penalty: 2899.386719
	Iteration 15Q: 3 clusters Score -447325.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -447328.343750 Penalty: 2899.386719
	Iteration 16Q: 3 clusters Score -447328.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -447329.437500 Penalty: 2899.386719
	Iteration 17Q: 3 clusters Score -447329.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -447332.406250 Penalty: 2899.386719
	Iteration 18Q: 3 clusters Score -447332.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -447334.062500 Penalty: 2899.386719
	Iteration 19Q: 3 clusters Score -447334.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -447334.781250 Penalty: 2899.386719
	Iteration 20F: 3 clusters Score -447334.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -447337.125000 Penalty: 2899.386719
	Iteration 21Q: 3 clusters Score -447337.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -447337.468750 Penalty: 2899.386719
	Iteration 22Q: 3 clusters Score -447337.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -447337.937500 Penalty: 2899.386719
	Iteration 23Q: 3 clusters Score -447337.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -447338.250000 Penalty: 2899.386719
	Iteration 24Q: 3 clusters Score -447338.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -447338.250000 Penalty: 2899.386719
	Iteration 25F: 3 clusters Score -447338.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 5273 members 
Mstep: Class 3 contains 78714 members 
Mstep: Class 4 contains 6140 members 
Mstep: Class 5 contains 1185 members 
Mstep: Class 6 contains 5530 members 
Mstep: Class 7 contains 5914 members 
Mstep: Class 9 contains 11671 members 
Mstep: Class 10 contains 93479 members 
Mstep: Class 11 contains 58034 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 13 contains 4929 members 
Mstep: Class 14 contains 12251 members 
Mstep: Class 15 contains 21114 members 
Mstep: Class 16 contains 17629 members 
Mstep: Class 18 contains 10975 members 
Mstep: Class 19 contains 7439 members 
Entering Unmasked Estep 
Score: -21330692.000000 Penalty: 35341.394531
Splitting cluster 12 changes total score from -21330114.000000 to -21330692.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 13 (4929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Entering Unmasked Estep 
Score: -247190.406250 Penalty: 1381.719849
	Iteration 0F: 2 clusters Score -247190.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -243253.078125 Penalty: 2763.439697
	Iteration 0F: 3 clusters Score -243253.1 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -244548.750000 Penalty: 2763.439697
	Iteration 1F: 3 clusters Score -244548.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -244880.687500 Penalty: 2763.439697
	Iteration 2F: 3 clusters Score -244880.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -245077.578125 Penalty: 2763.439697
	Iteration 3F: 3 clusters Score -245077.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -245253.562500 Penalty: 2763.439697
	Iteration 4F: 3 clusters Score -245253.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -245401.437500 Penalty: 2763.439697
	Iteration 5Q: 3 clusters Score -245401.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -245517.750000 Penalty: 2763.439697
	Iteration 6Q: 3 clusters Score -245517.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -245610.406250 Penalty: 2763.439697
	Iteration 7Q: 3 clusters Score -245610.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -245678.453125 Penalty: 2763.439697
	Iteration 8Q: 3 clusters Score -245678.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -245724.953125 Penalty: 2763.439697
	Iteration 9Q: 3 clusters Score -245725 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -245764.265625 Penalty: 2763.439697
	Iteration 10Q: 3 clusters Score -245764.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -245784.328125 Penalty: 2763.439697
	Iteration 11Q: 3 clusters Score -245784.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -245802.171875 Penalty: 2763.439697
	Iteration 12Q: 3 clusters Score -245802.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -245815.937500 Penalty: 2763.439697
	Iteration 13Q: 3 clusters Score -245815.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -245826.875000 Penalty: 2763.439697
	Iteration 14Q: 3 clusters Score -245826.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -245836.312500 Penalty: 2763.439697
	Iteration 15Q: 3 clusters Score -245836.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -245846.796875 Penalty: 2763.439697
	Iteration 16Q: 3 clusters Score -245846.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -245857.562500 Penalty: 2763.439697
	Iteration 17Q: 3 clusters Score -245857.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -245866.640625 Penalty: 2763.439697
	Iteration 18Q: 3 clusters Score -245866.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -245875.578125 Penalty: 2763.439697
	Iteration 19Q: 3 clusters Score -245875.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -245883.187500 Penalty: 2763.439697
	Iteration 20F: 3 clusters Score -245883.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -245889.859375 Penalty: 2763.439697
	Iteration 21Q: 3 clusters Score -245889.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -245895.078125 Penalty: 2763.439697
	Iteration 22Q: 3 clusters Score -245895.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -245905.078125 Penalty: 2763.439697
	Iteration 23Q: 3 clusters Score -245905.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -245909.812500 Penalty: 2763.439697
	Iteration 24Q: 3 clusters Score -245909.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -245912.171875 Penalty: 2763.439697
	Iteration 25Q: 3 clusters Score -245912.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -245913.015625 Penalty: 2763.439697
	Iteration 26Q: 3 clusters Score -245913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -245913.875000 Penalty: 2763.439697
	Iteration 27Q: 3 clusters Score -245913.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -245915.218750 Penalty: 2763.439697
	Iteration 28Q: 3 clusters Score -245915.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -245916.937500 Penalty: 2763.439697
	Iteration 29Q: 3 clusters Score -245916.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -245919.140625 Penalty: 2763.439697
	Iteration 30Q: 3 clusters Score -245919.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -245923.031250 Penalty: 2763.439697
	Iteration 31Q: 3 clusters Score -245923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -245927.312500 Penalty: 2763.439697
	Iteration 32Q: 3 clusters Score -245927.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -245932.203125 Penalty: 2763.439697
	Iteration 33Q: 3 clusters Score -245932.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -245936.937500 Penalty: 2763.439697
	Iteration 34Q: 3 clusters Score -245936.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -245942.656250 Penalty: 2763.439697
	Iteration 35Q: 3 clusters Score -245942.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -245948.687500 Penalty: 2763.439697
	Iteration 36Q: 3 clusters Score -245948.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -245956.187500 Penalty: 2763.439697
	Iteration 37Q: 3 clusters Score -245956.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -245963.125000 Penalty: 2763.439697
	Iteration 38Q: 3 clusters Score -245963.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -245969.421875 Penalty: 2763.439697
	Iteration 39Q: 3 clusters Score -245969.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -245973.531250 Penalty: 2763.439697
	Iteration 40F: 3 clusters Score -245973.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -245975.078125 Penalty: 2763.439697
	Iteration 41Q: 3 clusters Score -245975.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -245976.031250 Penalty: 2763.439697
	Iteration 42Q: 3 clusters Score -245976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -245976.625000 Penalty: 2763.439697
	Iteration 43Q: 3 clusters Score -245976.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -245977.343750 Penalty: 2763.439697
	Iteration 44Q: 3 clusters Score -245977.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -245978.531250 Penalty: 2763.439697
	Iteration 45Q: 3 clusters Score -245978.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -245979.234375 Penalty: 2763.439697
	Iteration 46Q: 3 clusters Score -245979.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -245981.218750 Penalty: 2763.439697
	Iteration 47Q: 3 clusters Score -245981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -245981.218750 Penalty: 2763.439697
	Iteration 48Q: 3 clusters Score -245981.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -245981.968750 Penalty: 2763.439697
	Iteration 49Q: 3 clusters Score -245982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -245982.859375 Penalty: 2763.439697
	Iteration 50Q: 3 clusters Score -245982.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -245983.093750 Penalty: 2763.439697
	Iteration 51Q: 3 clusters Score -245983.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -245983.093750 Penalty: 2763.439697
	Iteration 52F: 3 clusters Score -245983.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Entering Unmasked Estep 
Score: -786964.062500 Penalty: 1529.671387
	Iteration 0F: 2 clusters Score -786964.1 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 6000 members 
Entering Unmasked Estep 
Score: -778394.187500 Penalty: 3059.342773
	Iteration 0F: 3 clusters Score -778394.2 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -781364.500000 Penalty: 3059.342773
	Iteration 1F: 3 clusters Score -781364.5 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -781808.625000 Penalty: 3059.342773
	Iteration 2F: 3 clusters Score -781808.6 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -782351.937500 Penalty: 3059.342773
	Iteration 3F: 3 clusters Score -782351.9 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -783025.750000 Penalty: 3059.342773
	Iteration 4F: 3 clusters Score -783025.8 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -783757.687500 Penalty: 3059.342773
	Iteration 5F: 3 clusters Score -783757.7 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -784499.937500 Penalty: 3059.342773
	Iteration 6F: 3 clusters Score -784499.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -785055.187500 Penalty: 3059.342773
	Iteration 7Q: 3 clusters Score -785055.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -785434.812500 Penalty: 3059.342773
	Iteration 8Q: 3 clusters Score -785434.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -785661.812500 Penalty: 3059.342773
	Iteration 9Q: 3 clusters Score -785661.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -785814.625000 Penalty: 3059.342773
	Iteration 10Q: 3 clusters Score -785814.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -785930.125000 Penalty: 3059.342773
	Iteration 11Q: 3 clusters Score -785930.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -786029.625000 Penalty: 3059.342773
	Iteration 12Q: 3 clusters Score -786029.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -786121.375000 Penalty: 3059.342773
	Iteration 13Q: 3 clusters Score -786121.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -786199.375000 Penalty: 3059.342773
	Iteration 14Q: 3 clusters Score -786199.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -786309.187500 Penalty: 3059.342773
	Iteration 15Q: 3 clusters Score -786309.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -786390.687500 Penalty: 3059.342773
	Iteration 16Q: 3 clusters Score -786390.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -786443.812500 Penalty: 3059.342773
	Iteration 17Q: 3 clusters Score -786443.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -786480.875000 Penalty: 3059.342773
	Iteration 18Q: 3 clusters Score -786480.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -786504.000000 Penalty: 3059.342773
	Iteration 19Q: 3 clusters Score -786504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -786522.500000 Penalty: 3059.342773
	Iteration 20F: 3 clusters Score -786522.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -786532.625000 Penalty: 3059.342773
	Iteration 21Q: 3 clusters Score -786532.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -786539.875000 Penalty: 3059.342773
	Iteration 22Q: 3 clusters Score -786539.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -786548.875000 Penalty: 3059.342773
	Iteration 23Q: 3 clusters Score -786548.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -786554.500000 Penalty: 3059.342773
	Iteration 24Q: 3 clusters Score -786554.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -786561.562500 Penalty: 3059.342773
	Iteration 25Q: 3 clusters Score -786561.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -786566.875000 Penalty: 3059.342773
	Iteration 26Q: 3 clusters Score -786566.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -786572.625000 Penalty: 3059.342773
	Iteration 27Q: 3 clusters Score -786572.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -786574.187500 Penalty: 3059.342773
	Iteration 28Q: 3 clusters Score -786574.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -786578.375000 Penalty: 3059.342773
	Iteration 29Q: 3 clusters Score -786578.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -786578.187500 Penalty: 3059.342773
	Iteration 30Q: 3 clusters Score -786578.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -786582.937500 Penalty: 3059.342773
	Iteration 31Q: 3 clusters Score -786582.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -786585.562500 Penalty: 3059.342773
	Iteration 32Q: 3 clusters Score -786585.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -786585.062500 Penalty: 3059.342773
	Iteration 33Q: 3 clusters Score -786585.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -786585.000000 Penalty: 3059.342773
	Iteration 34Q: 3 clusters Score -786585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -786584.812500 Penalty: 3059.342773
	Iteration 35Q: 3 clusters Score -786584.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -786585.312500 Penalty: 3059.342773
	Iteration 36Q: 3 clusters Score -786585.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -786587.062500 Penalty: 3059.342773
	Iteration 37Q: 3 clusters Score -786587.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -786586.937500 Penalty: 3059.342773
	Iteration 38Q: 3 clusters Score -786586.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -786587.187500 Penalty: 3059.342773
	Iteration 39Q: 3 clusters Score -786587.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -786586.625000 Penalty: 3059.342773
	Iteration 40F: 3 clusters Score -786586.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Entering Unmasked Estep 
Score: -1286316.375000 Penalty: 1618.124878
	Iteration 0F: 2 clusters Score -1286316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1272001.875000 Penalty: 3236.249756
	Iteration 0F: 3 clusters Score -1272002 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1277561.750000 Penalty: 3236.249756
	Iteration 1F: 3 clusters Score -1277562 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1278247.500000 Penalty: 3236.249756
	Iteration 2F: 3 clusters Score -1278248 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1279036.375000 Penalty: 3236.249756
	Iteration 3F: 3 clusters Score -1279036 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1280141.250000 Penalty: 3236.249756
	Iteration 4F: 3 clusters Score -1280141 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1281429.500000 Penalty: 3236.249756
	Iteration 5F: 3 clusters Score -1281430 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1282764.625000 Penalty: 3236.249756
	Iteration 6F: 3 clusters Score -1282765 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1283886.000000 Penalty: 3236.249756
	Iteration 7F: 3 clusters Score -1283886 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1284622.375000 Penalty: 3236.249756
	Iteration 8Q: 3 clusters Score -1284622 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1285041.125000 Penalty: 3236.249756
	Iteration 9Q: 3 clusters Score -1285041 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1285263.875000 Penalty: 3236.249756
	Iteration 10Q: 3 clusters Score -1285264 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1285440.250000 Penalty: 3236.249756
	Iteration 11Q: 3 clusters Score -1285440 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1285576.500000 Penalty: 3236.249756
	Iteration 12Q: 3 clusters Score -1285576 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1285708.500000 Penalty: 3236.249756
	Iteration 13Q: 3 clusters Score -1285708 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1285821.375000 Penalty: 3236.249756
	Iteration 14Q: 3 clusters Score -1285821 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1285913.000000 Penalty: 3236.249756
	Iteration 15Q: 3 clusters Score -1285913 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1285971.625000 Penalty: 3236.249756
	Iteration 16Q: 3 clusters Score -1285972 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1286017.875000 Penalty: 3236.249756
	Iteration 17Q: 3 clusters Score -1286018 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1286070.500000 Penalty: 3236.249756
	Iteration 18Q: 3 clusters Score -1286070 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1286101.125000 Penalty: 3236.249756
	Iteration 19Q: 3 clusters Score -1286101 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1286124.875000 Penalty: 3236.249756
	Iteration 20F: 3 clusters Score -1286125 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -1286144.750000 Penalty: 3236.249756
	Iteration 21Q: 3 clusters Score -1286145 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1286157.500000 Penalty: 3236.249756
	Iteration 22Q: 3 clusters Score -1286158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1286167.000000 Penalty: 3236.249756
	Iteration 23Q: 3 clusters Score -1286167 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -1286168.125000 Penalty: 3236.249756
	Iteration 24Q: 3 clusters Score -1286168 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1286183.500000 Penalty: 3236.249756
	Iteration 25Q: 3 clusters Score -1286184 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1286190.500000 Penalty: 3236.249756
	Iteration 26Q: 3 clusters Score -1286190 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1286200.750000 Penalty: 3236.249756
	Iteration 27Q: 3 clusters Score -1286201 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1286205.000000 Penalty: 3236.249756
	Iteration 28Q: 3 clusters Score -1286205 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1286211.875000 Penalty: 3236.249756
	Iteration 29Q: 3 clusters Score -1286212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1286216.125000 Penalty: 3236.249756
	Iteration 30Q: 3 clusters Score -1286216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1286219.625000 Penalty: 3236.249756
	Iteration 31Q: 3 clusters Score -1286220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1286225.125000 Penalty: 3236.249756
	Iteration 32Q: 3 clusters Score -1286225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1286227.250000 Penalty: 3236.249756
	Iteration 33Q: 3 clusters Score -1286227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -1286229.875000 Penalty: 3236.249756
	Iteration 34Q: 3 clusters Score -1286230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -1286233.000000 Penalty: 3236.249756
	Iteration 35Q: 3 clusters Score -1286233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1286239.750000 Penalty: 3236.249756
	Iteration 36Q: 3 clusters Score -1286240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1286241.000000 Penalty: 3236.249756
	Iteration 37Q: 3 clusters Score -1286241 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -1286246.625000 Penalty: 3236.249756
	Iteration 38Q: 3 clusters Score -1286247 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1286257.750000 Penalty: 3236.249756
	Iteration 39Q: 3 clusters Score -1286258 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -1286269.250000 Penalty: 3236.249756
	Iteration 40F: 3 clusters Score -1286269 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1286279.250000 Penalty: 3236.249756
	Iteration 41Q: 3 clusters Score -1286279 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -1286290.125000 Penalty: 3236.249756
	Iteration 42Q: 3 clusters Score -1286290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1286299.000000 Penalty: 3236.249756
	Iteration 43Q: 3 clusters Score -1286299 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -1286306.625000 Penalty: 3236.249756
	Iteration 44Q: 3 clusters Score -1286307 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -1286324.000000 Penalty: 3236.249756
	Iteration 45Q: 3 clusters Score -1286324 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -1286334.250000 Penalty: 3236.249756
	Iteration 46Q: 3 clusters Score -1286334 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -1286347.125000 Penalty: 3236.249756
	Iteration 47Q: 3 clusters Score -1286347 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -1286362.000000 Penalty: 3236.249756
	Iteration 48Q: 3 clusters Score -1286362 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -1286375.375000 Penalty: 3236.249756
	Iteration 49Q: 3 clusters Score -1286375 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1286395.125000 Penalty: 3236.249756
	Iteration 50Q: 3 clusters Score -1286395 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -1286412.375000 Penalty: 3236.249756
	Iteration 51Q: 3 clusters Score -1286412 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -1286424.750000 Penalty: 3236.249756
	Iteration 52Q: 3 clusters Score -1286425 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -1286438.000000 Penalty: 3236.249756
	Iteration 53Q: 3 clusters Score -1286438 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -1286451.500000 Penalty: 3236.249756
	Iteration 54Q: 3 clusters Score -1286452 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -1286460.250000 Penalty: 3236.249756
	Iteration 55Q: 3 clusters Score -1286460 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -1286469.875000 Penalty: 3236.249756
	Iteration 56Q: 3 clusters Score -1286470 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -1286476.500000 Penalty: 3236.249756
	Iteration 57Q: 3 clusters Score -1286476 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -1286493.625000 Penalty: 3236.249756
	Iteration 58Q: 3 clusters Score -1286494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -1286503.500000 Penalty: 3236.249756
	Iteration 59Q: 3 clusters Score -1286504 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -1286516.625000 Penalty: 3236.249756
	Iteration 60F: 3 clusters Score -1286517 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -1286530.750000 Penalty: 3236.249756
	Iteration 61Q: 3 clusters Score -1286531 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -1286537.375000 Penalty: 3236.249756
	Iteration 62Q: 3 clusters Score -1286537 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -1286550.875000 Penalty: 3236.249756
	Iteration 63Q: 3 clusters Score -1286551 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -1286559.500000 Penalty: 3236.249756
	Iteration 64Q: 3 clusters Score -1286560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -1286572.000000 Penalty: 3236.249756
	Iteration 65Q: 3 clusters Score -1286572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -1286579.250000 Penalty: 3236.249756
	Iteration 66Q: 3 clusters Score -1286579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -1286585.750000 Penalty: 3236.249756
	Iteration 67Q: 3 clusters Score -1286586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -1286601.000000 Penalty: 3236.249756
	Iteration 68Q: 3 clusters Score -1286601 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -1286609.500000 Penalty: 3236.249756
	Iteration 69Q: 3 clusters Score -1286610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -1286614.125000 Penalty: 3236.249756
	Iteration 70Q: 3 clusters Score -1286614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -1286620.125000 Penalty: 3236.249756
	Iteration 71Q: 3 clusters Score -1286620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -1286624.000000 Penalty: 3236.249756
	Iteration 72Q: 3 clusters Score -1286624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -1286625.750000 Penalty: 3236.249756
	Iteration 73Q: 3 clusters Score -1286626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -1286632.750000 Penalty: 3236.249756
	Iteration 74Q: 3 clusters Score -1286633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -1286631.250000 Penalty: 3236.249756
	Iteration 75Q: 3 clusters Score -1286631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -1286632.250000 Penalty: 3236.249756
	Iteration 76Q: 3 clusters Score -1286632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -1286630.625000 Penalty: 3236.249756
	Iteration 77Q: 3 clusters Score -1286631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -1286632.875000 Penalty: 3236.249756
	Iteration 78Q: 3 clusters Score -1286633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -1286630.750000 Penalty: 3236.249756
	Iteration 79Q: 3 clusters Score -1286631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -1286631.000000 Penalty: 3236.249756
	Iteration 80F: 3 clusters Score -1286631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -1286632.250000 Penalty: 3236.249756
	Iteration 81Q: 3 clusters Score -1286632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -1286632.250000 Penalty: 3236.249756
	Iteration 82Q: 3 clusters Score -1286632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -1286632.500000 Penalty: 3236.249756
	Iteration 83Q: 3 clusters Score -1286632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -1286632.500000 Penalty: 3236.249756
	Iteration 84Q: 3 clusters Score -1286632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -1286630.875000 Penalty: 3236.249756
	Iteration 85Q: 3 clusters Score -1286631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -1286628.500000 Penalty: 3236.249756
	Iteration 86Q: 3 clusters Score -1286628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -1286633.625000 Penalty: 3236.249756
	Iteration 87Q: 3 clusters Score -1286634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -1286632.125000 Penalty: 3236.249756
	Iteration 88Q: 3 clusters Score -1286632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -1286630.750000 Penalty: 3236.249756
	Iteration 89Q: 3 clusters Score -1286631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -1286630.500000 Penalty: 3236.249756
	Iteration 90Q: 3 clusters Score -1286630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -1286632.125000 Penalty: 3236.249756
	Iteration 91Q: 3 clusters Score -1286632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -1286635.625000 Penalty: 3236.249756
	Iteration 92Q: 3 clusters Score -1286636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -1286632.500000 Penalty: 3236.249756
	Iteration 93Q: 3 clusters Score -1286632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -1286636.500000 Penalty: 3236.249756
	Iteration 94Q: 3 clusters Score -1286636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -1286635.250000 Penalty: 3236.249756
	Iteration 95Q: 3 clusters Score -1286635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -1286633.875000 Penalty: 3236.249756
	Iteration 96Q: 3 clusters Score -1286634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -1286634.125000 Penalty: 3236.249756
	Iteration 97Q: 3 clusters Score -1286634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -1286638.375000 Penalty: 3236.249756
	Iteration 98Q: 3 clusters Score -1286638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -1286641.375000 Penalty: 3236.249756
	Iteration 99Q: 3 clusters Score -1286641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -1286639.750000 Penalty: 3236.249756
	Iteration 100F: 3 clusters Score -1286640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -1286638.000000 Penalty: 3236.249756
	Iteration 101Q: 3 clusters Score -1286638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -1286640.625000 Penalty: 3236.249756
	Iteration 102Q: 3 clusters Score -1286641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -1286638.500000 Penalty: 3236.249756
	Iteration 103Q: 3 clusters Score -1286638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -1286640.250000 Penalty: 3236.249756
	Iteration 104Q: 3 clusters Score -1286640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -1286640.875000 Penalty: 3236.249756
	Iteration 105Q: 3 clusters Score -1286641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -1286639.250000 Penalty: 3236.249756
	Iteration 106Q: 3 clusters Score -1286639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -1286639.875000 Penalty: 3236.249756
	Iteration 107Q: 3 clusters Score -1286640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -1286639.875000 Penalty: 3236.249756
	Iteration 108F: 3 clusters Score -1286640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 5273 members 
Mstep: Class 3 contains 78714 members 
Mstep: Class 4 contains 6140 members 
Mstep: Class 5 contains 1185 members 
Mstep: Class 6 contains 5530 members 
Mstep: Class 7 contains 5914 members 
Mstep: Class 8 contains 17615 members 
Mstep: Class 9 contains 11671 members 
Mstep: Class 10 contains 93479 members 
Mstep: Class 11 contains 58034 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 13 contains 4929 members 
Mstep: Class 14 contains 12251 members 
Mstep: Class 15 contains 3499 members 
Mstep: Class 16 contains 17629 members 
Mstep: Class 18 contains 10975 members 
Mstep: Class 19 contains 7439 members 
Entering Unmasked Estep 
Score: -21330568.000000 Penalty: 37420.296875
Splitting cluster 15 changes total score from -21330114.000000 to -21330568.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 16 (17629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Entering Unmasked Estep 
Score: -1114177.625000 Penalty: 1588.811401
	Iteration 0F: 2 clusters Score -1114178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1102211.500000 Penalty: 3177.622803
	Iteration 0F: 3 clusters Score -1102212 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1106332.750000 Penalty: 3177.622803
	Iteration 1F: 3 clusters Score -1106333 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1106591.375000 Penalty: 3177.622803
	Iteration 2Q: 3 clusters Score -1106591 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1106813.250000 Penalty: 3177.622803
	Iteration 3Q: 3 clusters Score -1106813 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1107039.375000 Penalty: 3177.622803
	Iteration 4Q: 3 clusters Score -1107039 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1107300.750000 Penalty: 3177.622803
	Iteration 5Q: 3 clusters Score -1107301 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1107592.625000 Penalty: 3177.622803
	Iteration 6Q: 3 clusters Score -1107593 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1107950.375000 Penalty: 3177.622803
	Iteration 7Q: 3 clusters Score -1107950 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1108414.250000 Penalty: 3177.622803
	Iteration 8Q: 3 clusters Score -1108414 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1109022.375000 Penalty: 3177.622803
	Iteration 9F: 3 clusters Score -1109022 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1109754.750000 Penalty: 3177.622803
	Iteration 10F: 3 clusters Score -1109755 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1110550.125000 Penalty: 3177.622803
	Iteration 11F: 3 clusters Score -1110550 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1111331.500000 Penalty: 3177.622803
	Iteration 12Q: 3 clusters Score -1111332 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1111938.875000 Penalty: 3177.622803
	Iteration 13Q: 3 clusters Score -1111939 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1112302.250000 Penalty: 3177.622803
	Iteration 14Q: 3 clusters Score -1112302 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1112496.500000 Penalty: 3177.622803
	Iteration 15Q: 3 clusters Score -1112496 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1112588.875000 Penalty: 3177.622803
	Iteration 16Q: 3 clusters Score -1112589 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1112642.625000 Penalty: 3177.622803
	Iteration 17Q: 3 clusters Score -1112643 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1112689.875000 Penalty: 3177.622803
	Iteration 18Q: 3 clusters Score -1112690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1112723.625000 Penalty: 3177.622803
	Iteration 19Q: 3 clusters Score -1112724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1112747.375000 Penalty: 3177.622803
	Iteration 20F: 3 clusters Score -1112747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1112772.250000 Penalty: 3177.622803
	Iteration 21Q: 3 clusters Score -1112772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1112792.500000 Penalty: 3177.622803
	Iteration 22Q: 3 clusters Score -1112792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1112800.875000 Penalty: 3177.622803
	Iteration 23Q: 3 clusters Score -1112801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1112802.875000 Penalty: 3177.622803
	Iteration 24Q: 3 clusters Score -1112803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1112806.125000 Penalty: 3177.622803
	Iteration 25Q: 3 clusters Score -1112806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1112811.625000 Penalty: 3177.622803
	Iteration 26Q: 3 clusters Score -1112812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1112816.125000 Penalty: 3177.622803
	Iteration 27Q: 3 clusters Score -1112816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1112817.625000 Penalty: 3177.622803
	Iteration 28Q: 3 clusters Score -1112818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1112825.750000 Penalty: 3177.622803
	Iteration 29Q: 3 clusters Score -1112826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1112829.125000 Penalty: 3177.622803
	Iteration 30Q: 3 clusters Score -1112829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1112831.000000 Penalty: 3177.622803
	Iteration 31Q: 3 clusters Score -1112831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1112833.875000 Penalty: 3177.622803
	Iteration 32Q: 3 clusters Score -1112834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1112835.750000 Penalty: 3177.622803
	Iteration 33Q: 3 clusters Score -1112836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1112835.500000 Penalty: 3177.622803
	Iteration 34Q: 3 clusters Score -1112836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1112835.500000 Penalty: 3177.622803
	Iteration 35F: 3 clusters Score -1112836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Entering Unmasked Estep 
Score: -651126.187500 Penalty: 1511.798462
	Iteration 0F: 2 clusters Score -651126.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -643389.250000 Penalty: 3023.596924
	Iteration 0F: 3 clusters Score -643389.2 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -646410.875000 Penalty: 3023.596924
	Iteration 1F: 3 clusters Score -646410.9 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -647677.875000 Penalty: 3023.596924
	Iteration 2F: 3 clusters Score -647677.9 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -649162.437500 Penalty: 3023.596924
	Iteration 3F: 3 clusters Score -649162.4 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -650272.375000 Penalty: 3023.596924
	Iteration 4F: 3 clusters Score -650272.4 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -650887.062500 Penalty: 3023.596924
	Iteration 5F: 3 clusters Score -650887.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -651206.062500 Penalty: 3023.596924
	Iteration 6Q: 3 clusters Score -651206.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -651400.437500 Penalty: 3023.596924
	Iteration 7Q: 3 clusters Score -651400.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -651526.875000 Penalty: 3023.596924
	Iteration 8Q: 3 clusters Score -651526.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -651618.375000 Penalty: 3023.596924
	Iteration 9Q: 3 clusters Score -651618.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -651689.687500 Penalty: 3023.596924
	Iteration 10Q: 3 clusters Score -651689.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -651749.125000 Penalty: 3023.596924
	Iteration 11Q: 3 clusters Score -651749.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -651794.562500 Penalty: 3023.596924
	Iteration 12Q: 3 clusters Score -651794.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -651835.500000 Penalty: 3023.596924
	Iteration 13Q: 3 clusters Score -651835.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -651864.000000 Penalty: 3023.596924
	Iteration 14Q: 3 clusters Score -651864 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -651884.687500 Penalty: 3023.596924
	Iteration 15Q: 3 clusters Score -651884.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -651902.750000 Penalty: 3023.596924
	Iteration 16Q: 3 clusters Score -651902.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -651911.875000 Penalty: 3023.596924
	Iteration 17Q: 3 clusters Score -651911.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -651920.500000 Penalty: 3023.596924
	Iteration 18Q: 3 clusters Score -651920.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -651928.562500 Penalty: 3023.596924
	Iteration 19Q: 3 clusters Score -651928.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -651933.250000 Penalty: 3023.596924
	Iteration 20F: 3 clusters Score -651933.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -651936.375000 Penalty: 3023.596924
	Iteration 21Q: 3 clusters Score -651936.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -651937.812500 Penalty: 3023.596924
	Iteration 22Q: 3 clusters Score -651937.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -651940.187500 Penalty: 3023.596924
	Iteration 23Q: 3 clusters Score -651940.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -651941.750000 Penalty: 3023.596924
	Iteration 24Q: 3 clusters Score -651941.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -651942.875000 Penalty: 3023.596924
	Iteration 25Q: 3 clusters Score -651942.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -651944.750000 Penalty: 3023.596924
	Iteration 26Q: 3 clusters Score -651944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -651945.375000 Penalty: 3023.596924
	Iteration 27Q: 3 clusters Score -651945.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -651945.437500 Penalty: 3023.596924
	Iteration 28Q: 3 clusters Score -651945.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -651945.437500 Penalty: 3023.596924
	Iteration 29F: 3 clusters Score -651945.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 5273 members 
Mstep: Class 3 contains 78714 members 
Mstep: Class 4 contains 6140 members 
Mstep: Class 5 contains 1185 members 
Mstep: Class 6 contains 5530 members 
Mstep: Class 7 contains 5914 members 
Mstep: Class 8 contains 17615 members 
Mstep: Class 9 contains 11671 members 
Mstep: Class 10 contains 93479 members 
Mstep: Class 11 contains 58034 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 13 contains 4929 members 
Mstep: Class 14 contains 12251 members 
Mstep: Class 15 contains 3499 members 
Mstep: Class 16 contains 17629 members 
Mstep: Class 17 contains 10124 members 
Mstep: Class 18 contains 851 members 
Mstep: Class 19 contains 7439 members 
Entering Unmasked Estep 
Score: -21330876.000000 Penalty: 39499.203125
Splitting cluster 18 changes total score from -21330114.000000 to -21330876.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 19 (7439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Entering Unmasked Estep 
Score: -432144.718750 Penalty: 1448.604858
	Iteration 0F: 2 clusters Score -432144.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -426690.125000 Penalty: 2897.209717
	Iteration 0F: 3 clusters Score -426690.1 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -428765.187500 Penalty: 2897.209717
	Iteration 1F: 3 clusters Score -428765.2 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -429443.375000 Penalty: 2897.209717
	Iteration 2F: 3 clusters Score -429443.4 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -430235.656250 Penalty: 2897.209717
	Iteration 3F: 3 clusters Score -430235.7 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -431002.468750 Penalty: 2897.209717
	Iteration 4F: 3 clusters Score -431002.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -431585.687500 Penalty: 2897.209717
	Iteration 5F: 3 clusters Score -431585.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -431950.250000 Penalty: 2897.209717
	Iteration 6F: 3 clusters Score -431950.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -432160.468750 Penalty: 2897.209717
	Iteration 7Q: 3 clusters Score -432160.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -432290.906250 Penalty: 2897.209717
	Iteration 8Q: 3 clusters Score -432290.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -432371.281250 Penalty: 2897.209717
	Iteration 9Q: 3 clusters Score -432371.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -432414.812500 Penalty: 2897.209717
	Iteration 10Q: 3 clusters Score -432414.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -432452.031250 Penalty: 2897.209717
	Iteration 11Q: 3 clusters Score -432452 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -432473.000000 Penalty: 2897.209717
	Iteration 12Q: 3 clusters Score -432473 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -432491.718750 Penalty: 2897.209717
	Iteration 13Q: 3 clusters Score -432491.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -432501.218750 Penalty: 2897.209717
	Iteration 14Q: 3 clusters Score -432501.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -432505.937500 Penalty: 2897.209717
	Iteration 15Q: 3 clusters Score -432505.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -432511.593750 Penalty: 2897.209717
	Iteration 16Q: 3 clusters Score -432511.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -432517.250000 Penalty: 2897.209717
	Iteration 17Q: 3 clusters Score -432517.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -432521.468750 Penalty: 2897.209717
	Iteration 18Q: 3 clusters Score -432521.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -432524.093750 Penalty: 2897.209717
	Iteration 19Q: 3 clusters Score -432524.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -432525.562500 Penalty: 2897.209717
	Iteration 20F: 3 clusters Score -432525.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -432526.937500 Penalty: 2897.209717
	Iteration 21Q: 3 clusters Score -432526.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -432526.750000 Penalty: 2897.209717
	Iteration 22Q: 3 clusters Score -432526.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -432526.750000 Penalty: 2897.209717
	Iteration 23F: 3 clusters Score -432526.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 5273 members 
Mstep: Class 3 contains 78714 members 
Mstep: Class 4 contains 6140 members 
Mstep: Class 5 contains 1185 members 
Mstep: Class 6 contains 5530 members 
Mstep: Class 7 contains 5914 members 
Mstep: Class 8 contains 17615 members 
Mstep: Class 9 contains 11671 members 
Mstep: Class 10 contains 93479 members 
Mstep: Class 11 contains 58034 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 13 contains 4929 members 
Mstep: Class 14 contains 12251 members 
Mstep: Class 15 contains 3499 members 
Mstep: Class 16 contains 17629 members 
Mstep: Class 17 contains 10124 members 
Mstep: Class 18 contains 851 members 
Mstep: Class 19 contains 1262 members 
Mstep: Class 20 contains 6177 members 
Entering Unmasked Estep 
Score: -21330734.000000 Penalty: 41578.109375
Splitting cluster 19 changes total score from -21330114.000000 to -21330734.000000
So it's getting split into cluster 20.
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 5273 members 
Mstep: Class 3 contains 78714 members 
Mstep: Class 5 contains 1185 members 
Mstep: Class 6 contains 5530 members 
Mstep: Class 9 contains 11671 members 
Mstep: Class 10 contains 93479 members 
Mstep: Class 11 contains 58034 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 13 contains 4929 members 
Mstep: Class 14 contains 12251 members 
Mstep: Class 15 contains 3499 members 
Mstep: Class 16 contains 17629 members 
Mstep: Class 18 contains 851 members 
Mstep: Class 19 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21332622.000000 Penalty: 41578.109375
Iteration 39Q: 21 clusters Score -2.133262e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 5364 members 
Mstep: Class 3 contains 78751 members 
Mstep: Class 4 contains 6124 members 
Mstep: Class 5 contains 1196 members 
Mstep: Class 6 contains 5510 members 
Mstep: Class 7 contains 5731 members 
Mstep: Class 8 contains 17356 members 
Mstep: Class 9 contains 11618 members 
Mstep: Class 10 contains 93691 members 
Mstep: Class 11 contains 58100 members 
Mstep: Class 12 contains 1582 members 
Mstep: Class 13 contains 4949 members 
Mstep: Class 14 contains 12258 members 
Mstep: Class 15 contains 3754 members 
Mstep: Class 16 contains 17832 members 
Mstep: Class 17 contains 9940 members 
Mstep: Class 18 contains 862 members 
Mstep: Class 19 contains 1341 members 
Mstep: Class 20 contains 5967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334746.000000 Penalty: 41578.109375
Iteration 40F: 21 clusters Score -2.133475e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 5501 members 
Mstep: Class 3 contains 78454 members 
Mstep: Class 4 contains 6238 members 
Mstep: Class 5 contains 1198 members 
Mstep: Class 6 contains 5404 members 
Mstep: Class 7 contains 5921 members 
Mstep: Class 8 contains 17242 members 
Mstep: Class 9 contains 11417 members 
Mstep: Class 10 contains 93495 members 
Mstep: Class 11 contains 57932 members 
Mstep: Class 12 contains 1618 members 
Mstep: Class 13 contains 4874 members 
Mstep: Class 14 contains 12256 members 
Mstep: Class 15 contains 3794 members 
Mstep: Class 16 contains 17996 members 
Mstep: Class 17 contains 10320 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 1381 members 
Mstep: Class 20 contains 6128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335808.000000 Penalty: 41578.109375
Iteration 41Q: 21 clusters Score -2.133581e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 5599 members 
Mstep: Class 3 contains 78236 members 
Mstep: Class 4 contains 6304 members 
Mstep: Class 5 contains 1199 members 
Mstep: Class 6 contains 5331 members 
Mstep: Class 7 contains 6037 members 
Mstep: Class 8 contains 17188 members 
Mstep: Class 9 contains 11283 members 
Mstep: Class 10 contains 93431 members 
Mstep: Class 11 contains 57825 members 
Mstep: Class 12 contains 1646 members 
Mstep: Class 13 contains 4849 members 
Mstep: Class 14 contains 12240 members 
Mstep: Class 15 contains 3822 members 
Mstep: Class 16 contains 18111 members 
Mstep: Class 17 contains 10564 members 
Mstep: Class 18 contains 886 members 
Mstep: Class 19 contains 1410 members 
Mstep: Class 20 contains 6227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336042.000000 Penalty: 41578.109375
Iteration 42Q: 21 clusters Score -2.133604e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 5688 members 
Mstep: Class 3 contains 78094 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 1199 members 
Mstep: Class 6 contains 5269 members 
Mstep: Class 7 contains 6098 members 
Mstep: Class 8 contains 17163 members 
Mstep: Class 9 contains 11179 members 
Mstep: Class 10 contains 93388 members 
Mstep: Class 11 contains 57771 members 
Mstep: Class 12 contains 1678 members 
Mstep: Class 13 contains 4828 members 
Mstep: Class 14 contains 12217 members 
Mstep: Class 15 contains 3837 members 
Mstep: Class 16 contains 18222 members 
Mstep: Class 17 contains 10690 members 
Mstep: Class 18 contains 875 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 6321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336308.000000 Penalty: 41578.109375
Iteration 43Q: 21 clusters Score -2.133631e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 5764 members 
Mstep: Class 3 contains 77994 members 
Mstep: Class 4 contains 6379 members 
Mstep: Class 5 contains 1199 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 6144 members 
Mstep: Class 8 contains 17151 members 
Mstep: Class 9 contains 11093 members 
Mstep: Class 10 contains 93366 members 
Mstep: Class 11 contains 57712 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 4811 members 
Mstep: Class 14 contains 12197 members 
Mstep: Class 15 contains 3854 members 
Mstep: Class 16 contains 18316 members 
Mstep: Class 17 contains 10743 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 6416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336360.000000 Penalty: 41578.109375
Iteration 44Q: 21 clusters Score -2.133636e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 5819 members 
Mstep: Class 3 contains 77878 members 
Mstep: Class 4 contains 6399 members 
Mstep: Class 5 contains 1199 members 
Mstep: Class 6 contains 5154 members 
Mstep: Class 7 contains 6195 members 
Mstep: Class 8 contains 17184 members 
Mstep: Class 9 contains 11001 members 
Mstep: Class 10 contains 93333 members 
Mstep: Class 11 contains 57667 members 
Mstep: Class 12 contains 1722 members 
Mstep: Class 13 contains 4809 members 
Mstep: Class 14 contains 12184 members 
Mstep: Class 15 contains 3874 members 
Mstep: Class 16 contains 18406 members 
Mstep: Class 17 contains 10790 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 6502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336402.000000 Penalty: 41578.109375
Iteration 45Q: 21 clusters Score -2.13364e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 5874 members 
Mstep: Class 3 contains 77808 members 
Mstep: Class 4 contains 6403 members 
Mstep: Class 5 contains 1199 members 
Mstep: Class 6 contains 5090 members 
Mstep: Class 7 contains 6239 members 
Mstep: Class 8 contains 17185 members 
Mstep: Class 9 contains 10917 members 
Mstep: Class 10 contains 93320 members 
Mstep: Class 11 contains 57642 members 
Mstep: Class 12 contains 1741 members 
Mstep: Class 13 contains 4798 members 
Mstep: Class 14 contains 12170 members 
Mstep: Class 15 contains 3871 members 
Mstep: Class 16 contains 18489 members 
Mstep: Class 17 contains 10822 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 1449 members 
Mstep: Class 20 contains 6599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336468.000000 Penalty: 41578.109375
Iteration 46Q: 21 clusters Score -2.133647e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 5928 members 
Mstep: Class 3 contains 77748 members 
Mstep: Class 4 contains 6407 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 5022 members 
Mstep: Class 7 contains 6273 members 
Mstep: Class 8 contains 17186 members 
Mstep: Class 9 contains 10839 members 
Mstep: Class 10 contains 93315 members 
Mstep: Class 11 contains 57620 members 
Mstep: Class 12 contains 1763 members 
Mstep: Class 13 contains 4794 members 
Mstep: Class 14 contains 12161 members 
Mstep: Class 15 contains 3874 members 
Mstep: Class 16 contains 18554 members 
Mstep: Class 17 contains 10827 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 1456 members 
Mstep: Class 20 contains 6677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336520.000000 Penalty: 41578.109375
Iteration 47Q: 21 clusters Score -2.133652e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 5982 members 
Mstep: Class 3 contains 77703 members 
Mstep: Class 4 contains 6409 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 6298 members 
Mstep: Class 8 contains 17203 members 
Mstep: Class 9 contains 10792 members 
Mstep: Class 10 contains 93302 members 
Mstep: Class 11 contains 57598 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 4800 members 
Mstep: Class 14 contains 12149 members 
Mstep: Class 15 contains 3863 members 
Mstep: Class 16 contains 18595 members 
Mstep: Class 17 contains 10829 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 6743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336556.000000 Penalty: 41578.109375
Iteration 48Q: 21 clusters Score -2.133656e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 6041 members 
Mstep: Class 3 contains 77665 members 
Mstep: Class 4 contains 6415 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4891 members 
Mstep: Class 7 contains 6313 members 
Mstep: Class 8 contains 17220 members 
Mstep: Class 9 contains 10753 members 
Mstep: Class 10 contains 93281 members 
Mstep: Class 11 contains 57581 members 
Mstep: Class 12 contains 1807 members 
Mstep: Class 13 contains 4805 members 
Mstep: Class 14 contains 12138 members 
Mstep: Class 15 contains 3855 members 
Mstep: Class 16 contains 18632 members 
Mstep: Class 17 contains 10825 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 6801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336638.000000 Penalty: 41578.109375
Iteration 49Q: 21 clusters Score -2.133664e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 6091 members 
Mstep: Class 3 contains 77619 members 
Mstep: Class 4 contains 6419 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 6339 members 
Mstep: Class 8 contains 17241 members 
Mstep: Class 9 contains 10714 members 
Mstep: Class 10 contains 93267 members 
Mstep: Class 11 contains 57577 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 4799 members 
Mstep: Class 14 contains 12135 members 
Mstep: Class 15 contains 3847 members 
Mstep: Class 16 contains 18663 members 
Mstep: Class 17 contains 10825 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 1466 members 
Mstep: Class 20 contains 6847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336816.000000 Penalty: 41578.109375
Iteration 50Q: 21 clusters Score -2.133682e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 6134 members 
Mstep: Class 3 contains 77569 members 
Mstep: Class 4 contains 6433 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 6351 members 
Mstep: Class 8 contains 17257 members 
Mstep: Class 9 contains 10669 members 
Mstep: Class 10 contains 93250 members 
Mstep: Class 11 contains 57581 members 
Mstep: Class 12 contains 1843 members 
Mstep: Class 13 contains 4797 members 
Mstep: Class 14 contains 12130 members 
Mstep: Class 15 contains 3850 members 
Mstep: Class 16 contains 18684 members 
Mstep: Class 17 contains 10827 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 6884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336822.000000 Penalty: 41578.109375
Iteration 51Q: 21 clusters Score -2.133682e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 6179 members 
Mstep: Class 3 contains 77540 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4737 members 
Mstep: Class 7 contains 6356 members 
Mstep: Class 8 contains 17268 members 
Mstep: Class 9 contains 10628 members 
Mstep: Class 10 contains 93243 members 
Mstep: Class 11 contains 57595 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 4797 members 
Mstep: Class 14 contains 12122 members 
Mstep: Class 15 contains 3844 members 
Mstep: Class 16 contains 18704 members 
Mstep: Class 17 contains 10824 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 1475 members 
Mstep: Class 20 contains 6927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336940.000000 Penalty: 41578.109375
Iteration 52Q: 21 clusters Score -2.133694e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 6216 members 
Mstep: Class 3 contains 77529 members 
Mstep: Class 4 contains 6433 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4684 members 
Mstep: Class 7 contains 6380 members 
Mstep: Class 8 contains 17267 members 
Mstep: Class 9 contains 10599 members 
Mstep: Class 10 contains 93216 members 
Mstep: Class 11 contains 57606 members 
Mstep: Class 12 contains 1866 members 
Mstep: Class 13 contains 4798 members 
Mstep: Class 14 contains 12116 members 
Mstep: Class 15 contains 3840 members 
Mstep: Class 16 contains 18735 members 
Mstep: Class 17 contains 10821 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 1475 members 
Mstep: Class 20 contains 6962 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 21 clusters Score -2.133692e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 6246 members 
Mstep: Class 3 contains 77504 members 
Mstep: Class 4 contains 6433 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 6395 members 
Mstep: Class 8 contains 17275 members 
Mstep: Class 9 contains 10570 members 
Mstep: Class 10 contains 93194 members 
Mstep: Class 11 contains 57619 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 4797 members 
Mstep: Class 14 contains 12112 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 18757 members 
Mstep: Class 17 contains 10813 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 1478 members 
Mstep: Class 20 contains 7001 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 21 clusters Score -2.1337e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 6273 members 
Mstep: Class 3 contains 77485 members 
Mstep: Class 4 contains 6436 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4607 members 
Mstep: Class 7 contains 6416 members 
Mstep: Class 8 contains 17279 members 
Mstep: Class 9 contains 10553 members 
Mstep: Class 10 contains 93167 members 
Mstep: Class 11 contains 57630 members 
Mstep: Class 12 contains 1873 members 
Mstep: Class 13 contains 4791 members 
Mstep: Class 14 contains 12105 members 
Mstep: Class 15 contains 3832 members 
Mstep: Class 16 contains 18778 members 
Mstep: Class 17 contains 10811 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 1479 members 
Mstep: Class 20 contains 7034 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 21 clusters Score -2.1337e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 6296 members 
Mstep: Class 3 contains 77475 members 
Mstep: Class 4 contains 6441 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4567 members 
Mstep: Class 7 contains 6427 members 
Mstep: Class 8 contains 17293 members 
Mstep: Class 9 contains 10537 members 
Mstep: Class 10 contains 93137 members 
Mstep: Class 11 contains 57641 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 4781 members 
Mstep: Class 14 contains 12106 members 
Mstep: Class 15 contains 3819 members 
Mstep: Class 16 contains 18803 members 
Mstep: Class 17 contains 10812 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 7059 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 21 clusters Score -2.133701e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 6310 members 
Mstep: Class 3 contains 77473 members 
Mstep: Class 4 contains 6444 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4535 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 17305 members 
Mstep: Class 9 contains 10519 members 
Mstep: Class 10 contains 93112 members 
Mstep: Class 11 contains 57650 members 
Mstep: Class 12 contains 1884 members 
Mstep: Class 13 contains 4779 members 
Mstep: Class 14 contains 12102 members 
Mstep: Class 15 contains 3812 members 
Mstep: Class 16 contains 18821 members 
Mstep: Class 17 contains 10812 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 7084 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 21 clusters Score -2.133708e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 6334 members 
Mstep: Class 3 contains 77458 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4504 members 
Mstep: Class 7 contains 6449 members 
Mstep: Class 8 contains 17310 members 
Mstep: Class 9 contains 10504 members 
Mstep: Class 10 contains 93097 members 
Mstep: Class 11 contains 57646 members 
Mstep: Class 12 contains 1889 members 
Mstep: Class 13 contains 4778 members 
Mstep: Class 14 contains 12095 members 
Mstep: Class 15 contains 3810 members 
Mstep: Class 16 contains 18850 members 
Mstep: Class 17 contains 10810 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 1483 members 
Mstep: Class 20 contains 7101 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 21 clusters Score -2.133715e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 6345 members 
Mstep: Class 3 contains 77433 members 
Mstep: Class 4 contains 6449 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4480 members 
Mstep: Class 7 contains 6459 members 
Mstep: Class 8 contains 17320 members 
Mstep: Class 9 contains 10492 members 
Mstep: Class 10 contains 93091 members 
Mstep: Class 11 contains 57650 members 
Mstep: Class 12 contains 1890 members 
Mstep: Class 13 contains 4780 members 
Mstep: Class 14 contains 12092 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 18872 members 
Mstep: Class 17 contains 10809 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 7126 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 21 clusters Score -2.133716e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 6348 members 
Mstep: Class 3 contains 77399 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4466 members 
Mstep: Class 7 contains 6468 members 
Mstep: Class 8 contains 17339 members 
Mstep: Class 9 contains 10477 members 
Mstep: Class 10 contains 93077 members 
Mstep: Class 11 contains 57655 members 
Mstep: Class 12 contains 1891 members 
Mstep: Class 13 contains 4778 members 
Mstep: Class 14 contains 12089 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 16 contains 18901 members 
Mstep: Class 17 contains 10809 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 1483 members 
Mstep: Class 20 contains 7147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337292.000000 Penalty: 41578.109375
Iteration 60F: 21 clusters Score -2.133729e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 6359 members 
Mstep: Class 3 contains 77357 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4453 members 
Mstep: Class 7 contains 6470 members 
Mstep: Class 8 contains 17358 members 
Mstep: Class 9 contains 10462 members 
Mstep: Class 10 contains 93070 members 
Mstep: Class 11 contains 57666 members 
Mstep: Class 12 contains 1894 members 
Mstep: Class 13 contains 4779 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 3783 members 
Mstep: Class 16 contains 18923 members 
Mstep: Class 17 contains 10810 members 
Mstep: Class 18 contains 877 members 
Mstep: Class 19 contains 1483 members 
Mstep: Class 20 contains 7170 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 21 clusters Score -2.133736e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 6370 members 
Mstep: Class 3 contains 77318 members 
Mstep: Class 4 contains 6449 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 6477 members 
Mstep: Class 8 contains 17377 members 
Mstep: Class 9 contains 10451 members 
Mstep: Class 10 contains 93045 members 
Mstep: Class 11 contains 57682 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 4779 members 
Mstep: Class 14 contains 12081 members 
Mstep: Class 15 contains 3774 members 
Mstep: Class 16 contains 18949 members 
Mstep: Class 17 contains 10824 members 
Mstep: Class 18 contains 865 members 
Mstep: Class 19 contains 1483 members 
Mstep: Class 20 contains 7196 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 21 clusters Score -2.133742e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 6379 members 
Mstep: Class 3 contains 77285 members 
Mstep: Class 4 contains 6449 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 7 contains 6485 members 
Mstep: Class 8 contains 17384 members 
Mstep: Class 9 contains 10439 members 
Mstep: Class 10 contains 93024 members 
Mstep: Class 11 contains 57695 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 12077 members 
Mstep: Class 15 contains 3760 members 
Mstep: Class 16 contains 18977 members 
Mstep: Class 17 contains 10843 members 
Mstep: Class 18 contains 844 members 
Mstep: Class 19 contains 1484 members 
Mstep: Class 20 contains 7228 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 21 clusters Score -2.133743e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 6386 members 
Mstep: Class 3 contains 77261 members 
Mstep: Class 4 contains 6449 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4416 members 
Mstep: Class 7 contains 6490 members 
Mstep: Class 8 contains 17397 members 
Mstep: Class 9 contains 10430 members 
Mstep: Class 10 contains 93016 members 
Mstep: Class 11 contains 57706 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 12074 members 
Mstep: Class 15 contains 3748 members 
Mstep: Class 16 contains 18993 members 
Mstep: Class 17 contains 10847 members 
Mstep: Class 18 contains 831 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 7256 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 21 clusters Score -2.133741e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 6396 members 
Mstep: Class 3 contains 77234 members 
Mstep: Class 4 contains 6452 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4402 members 
Mstep: Class 7 contains 6492 members 
Mstep: Class 8 contains 17409 members 
Mstep: Class 9 contains 10417 members 
Mstep: Class 10 contains 93011 members 
Mstep: Class 11 contains 57718 members 
Mstep: Class 12 contains 1897 members 
Mstep: Class 13 contains 4772 members 
Mstep: Class 14 contains 12071 members 
Mstep: Class 15 contains 3734 members 
Mstep: Class 16 contains 19009 members 
Mstep: Class 17 contains 10851 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 1487 members 
Mstep: Class 20 contains 7287 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 21 clusters Score -2.133748e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 6399 members 
Mstep: Class 3 contains 77217 members 
Mstep: Class 4 contains 6455 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4390 members 
Mstep: Class 7 contains 6494 members 
Mstep: Class 8 contains 17422 members 
Mstep: Class 9 contains 10402 members 
Mstep: Class 10 contains 93006 members 
Mstep: Class 11 contains 57734 members 
Mstep: Class 12 contains 1899 members 
Mstep: Class 13 contains 4769 members 
Mstep: Class 14 contains 12069 members 
Mstep: Class 15 contains 3721 members 
Mstep: Class 16 contains 19021 members 
Mstep: Class 17 contains 10843 members 
Mstep: Class 18 contains 816 members 
Mstep: Class 19 contains 1488 members 
Mstep: Class 20 contains 7320 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 21 clusters Score -2.13375e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 6400 members 
Mstep: Class 3 contains 77186 members 
Mstep: Class 4 contains 6454 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 6497 members 
Mstep: Class 8 contains 17427 members 
Mstep: Class 9 contains 10382 members 
Mstep: Class 10 contains 93006 members 
Mstep: Class 11 contains 57747 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 4768 members 
Mstep: Class 14 contains 12066 members 
Mstep: Class 15 contains 3711 members 
Mstep: Class 16 contains 19048 members 
Mstep: Class 17 contains 10837 members 
Mstep: Class 18 contains 814 members 
Mstep: Class 19 contains 1489 members 
Mstep: Class 20 contains 7351 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 67Q: 21 clusters Score -2.133751e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 6398 members 
Mstep: Class 3 contains 77153 members 
Mstep: Class 4 contains 6452 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 6501 members 
Mstep: Class 8 contains 17434 members 
Mstep: Class 9 contains 10369 members 
Mstep: Class 10 contains 93006 members 
Mstep: Class 11 contains 57759 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4769 members 
Mstep: Class 14 contains 12063 members 
Mstep: Class 15 contains 3704 members 
Mstep: Class 16 contains 19078 members 
Mstep: Class 17 contains 10826 members 
Mstep: Class 18 contains 812 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 7375 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 68Q: 21 clusters Score -2.133753e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 6409 members 
Mstep: Class 3 contains 77121 members 
Mstep: Class 4 contains 6452 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4362 members 
Mstep: Class 7 contains 6508 members 
Mstep: Class 8 contains 17454 members 
Mstep: Class 9 contains 10359 members 
Mstep: Class 10 contains 92998 members 
Mstep: Class 11 contains 57771 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4769 members 
Mstep: Class 14 contains 12058 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 19106 members 
Mstep: Class 17 contains 10812 members 
Mstep: Class 18 contains 809 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 7394 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 69Q: 21 clusters Score -2.133751e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 6422 members 
Mstep: Class 3 contains 77089 members 
Mstep: Class 4 contains 6452 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4348 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 17464 members 
Mstep: Class 9 contains 10353 members 
Mstep: Class 10 contains 92992 members 
Mstep: Class 11 contains 57781 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4766 members 
Mstep: Class 14 contains 12056 members 
Mstep: Class 15 contains 3691 members 
Mstep: Class 16 contains 19140 members 
Mstep: Class 17 contains 10796 members 
Mstep: Class 18 contains 806 members 
Mstep: Class 19 contains 1494 members 
Mstep: Class 20 contains 7408 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 70Q: 21 clusters Score -2.133748e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 6433 members 
Mstep: Class 3 contains 77056 members 
Mstep: Class 4 contains 6451 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4334 members 
Mstep: Class 7 contains 6522 members 
Mstep: Class 8 contains 17476 members 
Mstep: Class 9 contains 10341 members 
Mstep: Class 10 contains 92992 members 
Mstep: Class 11 contains 57781 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4765 members 
Mstep: Class 14 contains 12053 members 
Mstep: Class 15 contains 3687 members 
Mstep: Class 16 contains 19179 members 
Mstep: Class 17 contains 10784 members 
Mstep: Class 18 contains 803 members 
Mstep: Class 19 contains 1496 members 
Mstep: Class 20 contains 7424 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 71Q: 21 clusters Score -2.133746e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 6442 members 
Mstep: Class 3 contains 77005 members 
Mstep: Class 4 contains 6455 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4324 members 
Mstep: Class 7 contains 6527 members 
Mstep: Class 8 contains 17490 members 
Mstep: Class 9 contains 10332 members 
Mstep: Class 10 contains 93007 members 
Mstep: Class 11 contains 57784 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4764 members 
Mstep: Class 14 contains 12048 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 19217 members 
Mstep: Class 17 contains 10775 members 
Mstep: Class 18 contains 800 members 
Mstep: Class 19 contains 1496 members 
Mstep: Class 20 contains 7440 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 72Q: 21 clusters Score -2.133746e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 6451 members 
Mstep: Class 3 contains 76984 members 
Mstep: Class 4 contains 6455 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4314 members 
Mstep: Class 7 contains 6529 members 
Mstep: Class 8 contains 17495 members 
Mstep: Class 9 contains 10328 members 
Mstep: Class 10 contains 93007 members 
Mstep: Class 11 contains 57789 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4763 members 
Mstep: Class 14 contains 12045 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 19242 members 
Mstep: Class 17 contains 10766 members 
Mstep: Class 18 contains 796 members 
Mstep: Class 19 contains 1497 members 
Mstep: Class 20 contains 7453 members 
Entering Unmasked Estep 
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Iteration 73Q: 21 clusters Score -2.133752e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 6454 members 
Mstep: Class 3 contains 76932 members 
Mstep: Class 4 contains 6458 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4299 members 
Mstep: Class 7 contains 6533 members 
Mstep: Class 8 contains 17509 members 
Mstep: Class 9 contains 10316 members 
Mstep: Class 10 contains 93007 members 
Mstep: Class 11 contains 57799 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4764 members 
Mstep: Class 14 contains 12045 members 
Mstep: Class 15 contains 3663 members 
Mstep: Class 16 contains 19275 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 18 contains 793 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 7470 members 
Entering Unmasked Estep 
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Iteration 74Q: 21 clusters Score -2.133751e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 6458 members 
Mstep: Class 3 contains 76899 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4290 members 
Mstep: Class 7 contains 6537 members 
Mstep: Class 8 contains 17519 members 
Mstep: Class 9 contains 10303 members 
Mstep: Class 10 contains 93003 members 
Mstep: Class 11 contains 57807 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4758 members 
Mstep: Class 14 contains 12044 members 
Mstep: Class 15 contains 3661 members 
Mstep: Class 16 contains 19300 members 
Mstep: Class 17 contains 10756 members 
Mstep: Class 18 contains 793 members 
Mstep: Class 19 contains 1501 members 
Mstep: Class 20 contains 7485 members 
Entering Unmasked Estep 
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Iteration 75Q: 21 clusters Score -2.13375e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 6459 members 
Mstep: Class 3 contains 76863 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4281 members 
Mstep: Class 7 contains 6544 members 
Mstep: Class 8 contains 17531 members 
Mstep: Class 9 contains 10292 members 
Mstep: Class 10 contains 93012 members 
Mstep: Class 11 contains 57814 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4754 members 
Mstep: Class 14 contains 12044 members 
Mstep: Class 15 contains 3661 members 
Mstep: Class 16 contains 19329 members 
Mstep: Class 17 contains 10748 members 
Mstep: Class 18 contains 792 members 
Mstep: Class 19 contains 1501 members 
Mstep: Class 20 contains 7492 members 
Entering Unmasked Estep 
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Iteration 76Q: 21 clusters Score -2.133751e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 6464 members 
Mstep: Class 3 contains 76824 members 
Mstep: Class 4 contains 6458 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4271 members 
Mstep: Class 7 contains 6550 members 
Mstep: Class 8 contains 17536 members 
Mstep: Class 9 contains 10285 members 
Mstep: Class 10 contains 93023 members 
Mstep: Class 11 contains 57815 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4753 members 
Mstep: Class 14 contains 12043 members 
Mstep: Class 15 contains 3661 members 
Mstep: Class 16 contains 19358 members 
Mstep: Class 17 contains 10744 members 
Mstep: Class 18 contains 790 members 
Mstep: Class 19 contains 1501 members 
Mstep: Class 20 contains 7499 members 
Entering Unmasked Estep 
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Iteration 77Q: 21 clusters Score -2.133751e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 6469 members 
Mstep: Class 3 contains 76792 members 
Mstep: Class 4 contains 6457 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4259 members 
Mstep: Class 7 contains 6558 members 
Mstep: Class 8 contains 17545 members 
Mstep: Class 9 contains 10278 members 
Mstep: Class 10 contains 93027 members 
Mstep: Class 11 contains 57816 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4753 members 
Mstep: Class 14 contains 12042 members 
Mstep: Class 15 contains 3659 members 
Mstep: Class 16 contains 19382 members 
Mstep: Class 17 contains 10739 members 
Mstep: Class 18 contains 788 members 
Mstep: Class 19 contains 1501 members 
Mstep: Class 20 contains 7507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337540.000000 Penalty: 41578.109375
Iteration 78Q: 21 clusters Score -2.133754e+07 nChanged 150
Entering ConstructFrom: 
Score: -21337540.000000 Penalty: 41578.109375
Entering ConstructFrom: 
Trying to split cluster 1 (17103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Entering Unmasked Estep 
Score: -1010955.312500 Penalty: 1583.889038
	Iteration 0F: 2 clusters Score -1010955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -999159.500000 Penalty: 3167.778076
	Iteration 0F: 3 clusters Score -999159.5 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1003705.687500 Penalty: 3167.778076
	Iteration 1F: 3 clusters Score -1003706 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1004988.000000 Penalty: 3167.778076
	Iteration 2F: 3 clusters Score -1004988 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1006542.937500 Penalty: 3167.778076
	Iteration 3F: 3 clusters Score -1006543 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1008002.312500 Penalty: 3167.778076
	Iteration 4F: 3 clusters Score -1008002 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1009096.875000 Penalty: 3167.778076
	Iteration 5F: 3 clusters Score -1009097 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1009817.812500 Penalty: 3167.778076
	Iteration 6F: 3 clusters Score -1009818 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1010242.062500 Penalty: 3167.778076
	Iteration 7Q: 3 clusters Score -1010242 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1010484.062500 Penalty: 3167.778076
	Iteration 8Q: 3 clusters Score -1010484 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1010654.250000 Penalty: 3167.778076
	Iteration 9Q: 3 clusters Score -1010654 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1010776.375000 Penalty: 3167.778076
	Iteration 10Q: 3 clusters Score -1010776 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1010878.875000 Penalty: 3167.778076
	Iteration 11Q: 3 clusters Score -1010879 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1010980.687500 Penalty: 3167.778076
	Iteration 12Q: 3 clusters Score -1010981 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1011043.375000 Penalty: 3167.778076
	Iteration 13Q: 3 clusters Score -1011043 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1011084.750000 Penalty: 3167.778076
	Iteration 14Q: 3 clusters Score -1011085 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1011112.312500 Penalty: 3167.778076
	Iteration 15Q: 3 clusters Score -1011112 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1011128.687500 Penalty: 3167.778076
	Iteration 16Q: 3 clusters Score -1011129 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1011138.250000 Penalty: 3167.778076
	Iteration 17Q: 3 clusters Score -1011138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1011148.125000 Penalty: 3167.778076
	Iteration 18Q: 3 clusters Score -1011148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1011157.125000 Penalty: 3167.778076
	Iteration 19Q: 3 clusters Score -1011157 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1011164.937500 Penalty: 3167.778076
	Iteration 20F: 3 clusters Score -1011165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1011171.187500 Penalty: 3167.778076
	Iteration 21Q: 3 clusters Score -1011171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1011174.437500 Penalty: 3167.778076
	Iteration 22Q: 3 clusters Score -1011174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1011177.375000 Penalty: 3167.778076
	Iteration 23Q: 3 clusters Score -1011177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1011180.187500 Penalty: 3167.778076
	Iteration 24Q: 3 clusters Score -1011180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1011187.062500 Penalty: 3167.778076
	Iteration 25Q: 3 clusters Score -1011187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1011186.937500 Penalty: 3167.778076
	Iteration 26Q: 3 clusters Score -1011187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1011188.437500 Penalty: 3167.778076
	Iteration 27Q: 3 clusters Score -1011188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1011193.750000 Penalty: 3167.778076
	Iteration 28Q: 3 clusters Score -1011194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1011198.062500 Penalty: 3167.778076
	Iteration 29Q: 3 clusters Score -1011198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1011200.812500 Penalty: 3167.778076
	Iteration 30Q: 3 clusters Score -1011201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -1011203.625000 Penalty: 3167.778076
	Iteration 31Q: 3 clusters Score -1011204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1011205.500000 Penalty: 3167.778076
	Iteration 32Q: 3 clusters Score -1011206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1011206.312500 Penalty: 3167.778076
	Iteration 33Q: 3 clusters Score -1011206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1011206.062500 Penalty: 3167.778076
	Iteration 34Q: 3 clusters Score -1011206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1011205.437500 Penalty: 3167.778076
	Iteration 35Q: 3 clusters Score -1011205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1011205.437500 Penalty: 3167.778076
	Iteration 36F: 3 clusters Score -1011205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6474 members 
Mstep: Class 3 contains 76768 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4241 members 
Mstep: Class 7 contains 6578 members 
Mstep: Class 8 contains 17557 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 93021 members 
Mstep: Class 11 contains 57820 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4750 members 
Mstep: Class 14 contains 12040 members 
Mstep: Class 15 contains 3657 members 
Mstep: Class 16 contains 19395 members 
Mstep: Class 17 contains 10735 members 
Mstep: Class 18 contains 788 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 7516 members 
Mstep: Class 21 contains 15396 members 
Entering Unmasked Estep 
Score: -21337330.000000 Penalty: 43657.015625
Splitting cluster 1 changes total score from -21337540.000000 to -21337330.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (6474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Entering Unmasked Estep 
Score: -398103.062500 Penalty: 1426.026855
	Iteration 0F: 2 clusters Score -398103.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -393238.281250 Penalty: 2852.053711
	Iteration 0F: 3 clusters Score -393238.3 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -394614.437500 Penalty: 2852.053711
	Iteration 1F: 3 clusters Score -394614.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -394808.875000 Penalty: 2852.053711
	Iteration 2F: 3 clusters Score -394808.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -394972.468750 Penalty: 2852.053711
	Iteration 3F: 3 clusters Score -394972.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -395111.968750 Penalty: 2852.053711
	Iteration 4Q: 3 clusters Score -395112 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -395274.625000 Penalty: 2852.053711
	Iteration 5Q: 3 clusters Score -395274.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -395422.031250 Penalty: 2852.053711
	Iteration 6Q: 3 clusters Score -395422 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -395536.125000 Penalty: 2852.053711
	Iteration 7Q: 3 clusters Score -395536.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -395659.062500 Penalty: 2852.053711
	Iteration 8Q: 3 clusters Score -395659.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -395772.625000 Penalty: 2852.053711
	Iteration 9Q: 3 clusters Score -395772.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -395892.468750 Penalty: 2852.053711
	Iteration 10Q: 3 clusters Score -395892.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -396006.093750 Penalty: 2852.053711
	Iteration 11Q: 3 clusters Score -396006.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -396113.343750 Penalty: 2852.053711
	Iteration 12Q: 3 clusters Score -396113.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -396204.937500 Penalty: 2852.053711
	Iteration 13Q: 3 clusters Score -396204.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -396300.500000 Penalty: 2852.053711
	Iteration 14Q: 3 clusters Score -396300.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -396389.437500 Penalty: 2852.053711
	Iteration 15Q: 3 clusters Score -396389.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -396451.937500 Penalty: 2852.053711
	Iteration 16Q: 3 clusters Score -396451.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -396502.375000 Penalty: 2852.053711
	Iteration 17Q: 3 clusters Score -396502.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -396546.312500 Penalty: 2852.053711
	Iteration 18Q: 3 clusters Score -396546.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -396590.750000 Penalty: 2852.053711
	Iteration 19Q: 3 clusters Score -396590.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -396621.750000 Penalty: 2852.053711
	Iteration 20F: 3 clusters Score -396621.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -396646.843750 Penalty: 2852.053711
	Iteration 21Q: 3 clusters Score -396646.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -396669.593750 Penalty: 2852.053711
	Iteration 22Q: 3 clusters Score -396669.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -396682.531250 Penalty: 2852.053711
	Iteration 23Q: 3 clusters Score -396682.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -396690.531250 Penalty: 2852.053711
	Iteration 24Q: 3 clusters Score -396690.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -396694.875000 Penalty: 2852.053711
	Iteration 25Q: 3 clusters Score -396694.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -396699.906250 Penalty: 2852.053711
	Iteration 26Q: 3 clusters Score -396699.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -396707.343750 Penalty: 2852.053711
	Iteration 27Q: 3 clusters Score -396707.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -396710.687500 Penalty: 2852.053711
	Iteration 28Q: 3 clusters Score -396710.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -396717.187500 Penalty: 2852.053711
	Iteration 29Q: 3 clusters Score -396717.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -396719.656250 Penalty: 2852.053711
	Iteration 30Q: 3 clusters Score -396719.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -396722.937500 Penalty: 2852.053711
	Iteration 31Q: 3 clusters Score -396722.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -396725.062500 Penalty: 2852.053711
	Iteration 32Q: 3 clusters Score -396725.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -396729.562500 Penalty: 2852.053711
	Iteration 33Q: 3 clusters Score -396729.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -396732.531250 Penalty: 2852.053711
	Iteration 34Q: 3 clusters Score -396732.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -396732.906250 Penalty: 2852.053711
	Iteration 35Q: 3 clusters Score -396732.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -396737.437500 Penalty: 2852.053711
	Iteration 36Q: 3 clusters Score -396737.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -396738.968750 Penalty: 2852.053711
	Iteration 37Q: 3 clusters Score -396739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -396740.406250 Penalty: 2852.053711
	Iteration 38Q: 3 clusters Score -396740.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -396743.156250 Penalty: 2852.053711
	Iteration 39Q: 3 clusters Score -396743.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -396744.875000 Penalty: 2852.053711
	Iteration 40F: 3 clusters Score -396744.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -396747.062500 Penalty: 2852.053711
	Iteration 41Q: 3 clusters Score -396747.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -396748.500000 Penalty: 2852.053711
	Iteration 42Q: 3 clusters Score -396748.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -396749.312500 Penalty: 2852.053711
	Iteration 43Q: 3 clusters Score -396749.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -396750.781250 Penalty: 2852.053711
	Iteration 44Q: 3 clusters Score -396750.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -396751.593750 Penalty: 2852.053711
	Iteration 45Q: 3 clusters Score -396751.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -396751.625000 Penalty: 2852.053711
	Iteration 46Q: 3 clusters Score -396751.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -396753.500000 Penalty: 2852.053711
	Iteration 47Q: 3 clusters Score -396753.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -396754.718750 Penalty: 2852.053711
	Iteration 48Q: 3 clusters Score -396754.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -396755.781250 Penalty: 2852.053711
	Iteration 49Q: 3 clusters Score -396755.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -396757.500000 Penalty: 2852.053711
	Iteration 50Q: 3 clusters Score -396757.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -396758.968750 Penalty: 2852.053711
	Iteration 51Q: 3 clusters Score -396759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -396758.718750 Penalty: 2852.053711
	Iteration 52Q: 3 clusters Score -396758.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -396761.531250 Penalty: 2852.053711
	Iteration 53Q: 3 clusters Score -396761.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -396765.125000 Penalty: 2852.053711
	Iteration 54Q: 3 clusters Score -396765.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -396767.406250 Penalty: 2852.053711
	Iteration 55Q: 3 clusters Score -396767.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -396771.500000 Penalty: 2852.053711
	Iteration 56Q: 3 clusters Score -396771.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -396774.625000 Penalty: 2852.053711
	Iteration 57Q: 3 clusters Score -396774.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -396779.437500 Penalty: 2852.053711
	Iteration 58Q: 3 clusters Score -396779.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -396783.750000 Penalty: 2852.053711
	Iteration 59Q: 3 clusters Score -396783.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -396786.906250 Penalty: 2852.053711
	Iteration 60F: 3 clusters Score -396786.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -396790.687500 Penalty: 2852.053711
	Iteration 61Q: 3 clusters Score -396790.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -396792.437500 Penalty: 2852.053711
	Iteration 62Q: 3 clusters Score -396792.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -396795.125000 Penalty: 2852.053711
	Iteration 63Q: 3 clusters Score -396795.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -396797.031250 Penalty: 2852.053711
	Iteration 64Q: 3 clusters Score -396797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -396799.656250 Penalty: 2852.053711
	Iteration 65Q: 3 clusters Score -396799.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -396801.406250 Penalty: 2852.053711
	Iteration 66Q: 3 clusters Score -396801.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -396803.781250 Penalty: 2852.053711
	Iteration 67Q: 3 clusters Score -396803.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -396804.687500 Penalty: 2852.053711
	Iteration 68Q: 3 clusters Score -396804.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -396806.750000 Penalty: 2852.053711
	Iteration 69Q: 3 clusters Score -396806.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -396806.937500 Penalty: 2852.053711
	Iteration 70Q: 3 clusters Score -396806.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -396807.562500 Penalty: 2852.053711
	Iteration 71Q: 3 clusters Score -396807.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -396808.093750 Penalty: 2852.053711
	Iteration 72Q: 3 clusters Score -396808.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -396808.875000 Penalty: 2852.053711
	Iteration 73Q: 3 clusters Score -396808.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -396809.000000 Penalty: 2852.053711
	Iteration 74Q: 3 clusters Score -396809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -396809.718750 Penalty: 2852.053711
	Iteration 75Q: 3 clusters Score -396809.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -396810.656250 Penalty: 2852.053711
	Iteration 76Q: 3 clusters Score -396810.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -396811.250000 Penalty: 2852.053711
	Iteration 77Q: 3 clusters Score -396811.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -396811.312500 Penalty: 2852.053711
	Iteration 78Q: 3 clusters Score -396811.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -396811.875000 Penalty: 2852.053711
	Iteration 79Q: 3 clusters Score -396811.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -396812.406250 Penalty: 2852.053711
	Iteration 80F: 3 clusters Score -396812.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -396812.750000 Penalty: 2852.053711
	Iteration 81Q: 3 clusters Score -396812.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -396814.937500 Penalty: 2852.053711
	Iteration 82Q: 3 clusters Score -396814.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -396815.875000 Penalty: 2852.053711
	Iteration 83Q: 3 clusters Score -396815.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -396816.718750 Penalty: 2852.053711
	Iteration 84Q: 3 clusters Score -396816.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -396816.812500 Penalty: 2852.053711
	Iteration 85Q: 3 clusters Score -396816.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -396816.812500 Penalty: 2852.053711
	Iteration 86F: 3 clusters Score -396816.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (76768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76768 members 
Entering Unmasked Estep 
Score: -4674145.500000 Penalty: 1827.888184
	Iteration 0F: 2 clusters Score -4674146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -4622822.000000 Penalty: 3655.776367
	Iteration 0F: 3 clusters Score -4622822 nChanged 36481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -4644700.000000 Penalty: 3655.776367
	Iteration 1F: 3 clusters Score -4644700 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -4645752.000000 Penalty: 3655.776367
	Iteration 2Q: 3 clusters Score -4645752 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -4647248.000000 Penalty: 3655.776367
	Iteration 3Q: 3 clusters Score -4647248 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -4649294.500000 Penalty: 3655.776367
	Iteration 4F: 3 clusters Score -4649294 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -4651948.500000 Penalty: 3655.776367
	Iteration 5F: 3 clusters Score -4651948 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -4655512.500000 Penalty: 3655.776367
	Iteration 6F: 3 clusters Score -4655512 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -4659256.000000 Penalty: 3655.776367
	Iteration 7F: 3 clusters Score -4659256 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -4661952.500000 Penalty: 3655.776367
	Iteration 8F: 3 clusters Score -4661952 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -4663325.000000 Penalty: 3655.776367
	Iteration 9Q: 3 clusters Score -4663325 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56381 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -4664102.500000 Penalty: 3655.776367
	Iteration 10Q: 3 clusters Score -4664102 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57793 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -4664753.000000 Penalty: 3655.776367
	Iteration 11Q: 3 clusters Score -4664753 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -4665333.000000 Penalty: 3655.776367
	Iteration 12Q: 3 clusters Score -4665333 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60477 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -4665917.000000 Penalty: 3655.776367
	Iteration 13Q: 3 clusters Score -4665917 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61706 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -4666407.500000 Penalty: 3655.776367
	Iteration 14Q: 3 clusters Score -4666408 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62976 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -4666960.000000 Penalty: 3655.776367
	Iteration 15Q: 3 clusters Score -4666960 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64185 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -4667490.000000 Penalty: 3655.776367
	Iteration 16Q: 3 clusters Score -4667490 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65366 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -4667998.000000 Penalty: 3655.776367
	Iteration 17Q: 3 clusters Score -4667998 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66531 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -4668509.000000 Penalty: 3655.776367
	Iteration 18Q: 3 clusters Score -4668509 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67696 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -4669081.000000 Penalty: 3655.776367
	Iteration 19Q: 3 clusters Score -4669081 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68779 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -4669594.000000 Penalty: 3655.776367
	Iteration 20F: 3 clusters Score -4669594 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69771 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -4670130.500000 Penalty: 3655.776367
	Iteration 21Q: 3 clusters Score -4670130 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70648 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -4670641.500000 Penalty: 3655.776367
	Iteration 22Q: 3 clusters Score -4670642 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71444 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -4671119.500000 Penalty: 3655.776367
	Iteration 23Q: 3 clusters Score -4671120 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -4671531.000000 Penalty: 3655.776367
	Iteration 24Q: 3 clusters Score -4671531 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72681 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -4671893.500000 Penalty: 3655.776367
	Iteration 25Q: 3 clusters Score -4671894 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73148 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -4672185.000000 Penalty: 3655.776367
	Iteration 26Q: 3 clusters Score -4672185 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73504 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -4672369.500000 Penalty: 3655.776367
	Iteration 27Q: 3 clusters Score -4672370 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73796 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4672520.000000 Penalty: 3655.776367
	Iteration 28Q: 3 clusters Score -4672520 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74050 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -4672662.000000 Penalty: 3655.776367
	Iteration 29Q: 3 clusters Score -4672662 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74252 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -4672757.000000 Penalty: 3655.776367
	Iteration 30Q: 3 clusters Score -4672757 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74418 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4672825.500000 Penalty: 3655.776367
	Iteration 31Q: 3 clusters Score -4672826 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74539 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4672889.500000 Penalty: 3655.776367
	Iteration 32Q: 3 clusters Score -4672890 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74632 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4672923.500000 Penalty: 3655.776367
	Iteration 33Q: 3 clusters Score -4672924 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74693 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4672949.500000 Penalty: 3655.776367
	Iteration 34Q: 3 clusters Score -4672950 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74740 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4672949.000000 Penalty: 3655.776367
	Iteration 35Q: 3 clusters Score -4672949 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4672953.000000 Penalty: 3655.776367
	Iteration 36Q: 3 clusters Score -4672953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74798 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4672957.000000 Penalty: 3655.776367
	Iteration 37Q: 3 clusters Score -4672957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74819 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4672953.500000 Penalty: 3655.776367
	Iteration 38Q: 3 clusters Score -4672954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74839 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4672957.500000 Penalty: 3655.776367
	Iteration 39Q: 3 clusters Score -4672958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74856 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -4672965.000000 Penalty: 3655.776367
	Iteration 40F: 3 clusters Score -4672965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74872 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4672960.000000 Penalty: 3655.776367
	Iteration 41Q: 3 clusters Score -4672960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74885 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4672965.500000 Penalty: 3655.776367
	Iteration 42Q: 3 clusters Score -4672966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74899 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4672963.000000 Penalty: 3655.776367
	Iteration 43Q: 3 clusters Score -4672963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74906 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4672968.000000 Penalty: 3655.776367
	Iteration 44Q: 3 clusters Score -4672968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74911 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4672966.500000 Penalty: 3655.776367
	Iteration 45Q: 3 clusters Score -4672966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74918 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4672969.500000 Penalty: 3655.776367
	Iteration 46Q: 3 clusters Score -4672970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74923 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4672967.000000 Penalty: 3655.776367
	Iteration 47Q: 3 clusters Score -4672967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74926 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4672970.000000 Penalty: 3655.776367
	Iteration 48Q: 3 clusters Score -4672970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74928 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4672970.500000 Penalty: 3655.776367
	Iteration 49Q: 3 clusters Score -4672970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4672972.000000 Penalty: 3655.776367
	Iteration 50Q: 3 clusters Score -4672972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4672972.000000 Penalty: 3655.776367
	Iteration 51F: 3 clusters Score -4672972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Entering Unmasked Estep 
Score: -371169.312500 Penalty: 1425.649780
	Iteration 0F: 2 clusters Score -371169.3 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 3248 members 
Entering Unmasked Estep 
Score: -366283.375000 Penalty: 2851.299561
	Iteration 0F: 3 clusters Score -366283.4 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -367990.875000 Penalty: 2851.299561
	Iteration 1F: 3 clusters Score -367990.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -368523.718750 Penalty: 2851.299561
	Iteration 2F: 3 clusters Score -368523.7 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -369000.968750 Penalty: 2851.299561
	Iteration 3F: 3 clusters Score -369001 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -369412.750000 Penalty: 2851.299561
	Iteration 4F: 3 clusters Score -369412.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -369750.375000 Penalty: 2851.299561
	Iteration 5F: 3 clusters Score -369750.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -370063.656250 Penalty: 2851.299561
	Iteration 6F: 3 clusters Score -370063.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -370287.218750 Penalty: 2851.299561
	Iteration 7Q: 3 clusters Score -370287.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -370455.031250 Penalty: 2851.299561
	Iteration 8Q: 3 clusters Score -370455 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -370553.968750 Penalty: 2851.299561
	Iteration 9Q: 3 clusters Score -370554 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -370610.312500 Penalty: 2851.299561
	Iteration 10Q: 3 clusters Score -370610.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -370640.906250 Penalty: 2851.299561
	Iteration 11Q: 3 clusters Score -370640.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -370655.250000 Penalty: 2851.299561
	Iteration 12Q: 3 clusters Score -370655.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -370666.187500 Penalty: 2851.299561
	Iteration 13Q: 3 clusters Score -370666.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -370675.343750 Penalty: 2851.299561
	Iteration 14Q: 3 clusters Score -370675.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -370681.343750 Penalty: 2851.299561
	Iteration 15Q: 3 clusters Score -370681.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -370682.000000 Penalty: 2851.299561
	Iteration 16Q: 3 clusters Score -370682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -370684.781250 Penalty: 2851.299561
	Iteration 17Q: 3 clusters Score -370684.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -370688.968750 Penalty: 2851.299561
	Iteration 18Q: 3 clusters Score -370689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -370692.718750 Penalty: 2851.299561
	Iteration 19Q: 3 clusters Score -370692.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -370697.218750 Penalty: 2851.299561
	Iteration 20F: 3 clusters Score -370697.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -370702.406250 Penalty: 2851.299561
	Iteration 21Q: 3 clusters Score -370702.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -370703.937500 Penalty: 2851.299561
	Iteration 22Q: 3 clusters Score -370703.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -370705.531250 Penalty: 2851.299561
	Iteration 23Q: 3 clusters Score -370705.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -370706.781250 Penalty: 2851.299561
	Iteration 24Q: 3 clusters Score -370706.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -370707.406250 Penalty: 2851.299561
	Iteration 25Q: 3 clusters Score -370707.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -370707.687500 Penalty: 2851.299561
	Iteration 26Q: 3 clusters Score -370707.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -370709.031250 Penalty: 2851.299561
	Iteration 27Q: 3 clusters Score -370709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -370712.750000 Penalty: 2851.299561
	Iteration 28Q: 3 clusters Score -370712.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -370715.218750 Penalty: 2851.299561
	Iteration 29Q: 3 clusters Score -370715.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -370716.250000 Penalty: 2851.299561
	Iteration 30Q: 3 clusters Score -370716.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -370717.937500 Penalty: 2851.299561
	Iteration 31Q: 3 clusters Score -370717.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -370720.281250 Penalty: 2851.299561
	Iteration 32Q: 3 clusters Score -370720.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -370720.718750 Penalty: 2851.299561
	Iteration 33Q: 3 clusters Score -370720.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -370720.281250 Penalty: 2851.299561
	Iteration 34Q: 3 clusters Score -370720.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -370720.906250 Penalty: 2851.299561
	Iteration 35Q: 3 clusters Score -370720.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -370720.937500 Penalty: 2851.299561
	Iteration 36Q: 3 clusters Score -370720.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -370721.843750 Penalty: 2851.299561
	Iteration 37Q: 3 clusters Score -370721.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -370721.843750 Penalty: 2851.299561
	Iteration 38F: 3 clusters Score -370721.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -73839.671875 Penalty: 1152.137451
	Iteration 0F: 2 clusters Score -73839.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -72263.781250 Penalty: 2304.274902
	Iteration 0F: 3 clusters Score -72263.78 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -72538.742188 Penalty: 2304.274902
	Iteration 1F: 3 clusters Score -72538.74 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -72621.726562 Penalty: 2304.274902
	Iteration 2F: 3 clusters Score -72621.73 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -72662.273438 Penalty: 2304.274902
	Iteration 3Q: 3 clusters Score -72662.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -72691.015625 Penalty: 2304.274902
	Iteration 4Q: 3 clusters Score -72691.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -72704.945312 Penalty: 2304.274902
	Iteration 5Q: 3 clusters Score -72704.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -72717.421875 Penalty: 2304.274902
	Iteration 6Q: 3 clusters Score -72717.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -72727.929688 Penalty: 2304.274902
	Iteration 7Q: 3 clusters Score -72727.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -72738.156250 Penalty: 2304.274902
	Iteration 8Q: 3 clusters Score -72738.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -72745.609375 Penalty: 2304.274902
	Iteration 9Q: 3 clusters Score -72745.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -72750.687500 Penalty: 2304.274902
	Iteration 10Q: 3 clusters Score -72750.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -72753.390625 Penalty: 2304.274902
	Iteration 11Q: 3 clusters Score -72753.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -72753.945312 Penalty: 2304.274902
	Iteration 12Q: 3 clusters Score -72753.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -72756.210938 Penalty: 2304.274902
	Iteration 13Q: 3 clusters Score -72756.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -72757.210938 Penalty: 2304.274902
	Iteration 14Q: 3 clusters Score -72757.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -72757.210938 Penalty: 2304.274902
	Iteration 15F: 3 clusters Score -72757.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Entering Unmasked Estep 
Score: -246071.718750 Penalty: 1357.290039
	Iteration 0F: 2 clusters Score -246071.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -242587.984375 Penalty: 2714.580078
	Iteration 0F: 3 clusters Score -242588 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -243528.750000 Penalty: 2714.580078
	Iteration 1F: 3 clusters Score -243528.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -243819.015625 Penalty: 2714.580078
	Iteration 2F: 3 clusters Score -243819 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -244112.375000 Penalty: 2714.580078
	Iteration 3F: 3 clusters Score -244112.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -244389.062500 Penalty: 2714.580078
	Iteration 4F: 3 clusters Score -244389.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -244682.968750 Penalty: 2714.580078
	Iteration 5F: 3 clusters Score -244683 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -244968.078125 Penalty: 2714.580078
	Iteration 6F: 3 clusters Score -244968.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -245210.171875 Penalty: 2714.580078
	Iteration 7F: 3 clusters Score -245210.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -245403.062500 Penalty: 2714.580078
	Iteration 8Q: 3 clusters Score -245403.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -245506.812500 Penalty: 2714.580078
	Iteration 9Q: 3 clusters Score -245506.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -245591.843750 Penalty: 2714.580078
	Iteration 10Q: 3 clusters Score -245591.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -245668.234375 Penalty: 2714.580078
	Iteration 11Q: 3 clusters Score -245668.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -245710.718750 Penalty: 2714.580078
	Iteration 12Q: 3 clusters Score -245710.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -245733.031250 Penalty: 2714.580078
	Iteration 13Q: 3 clusters Score -245733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -245743.765625 Penalty: 2714.580078
	Iteration 14Q: 3 clusters Score -245743.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -245747.765625 Penalty: 2714.580078
	Iteration 15Q: 3 clusters Score -245747.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -245751.531250 Penalty: 2714.580078
	Iteration 16Q: 3 clusters Score -245751.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -245753.796875 Penalty: 2714.580078
	Iteration 17Q: 3 clusters Score -245753.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -245756.875000 Penalty: 2714.580078
	Iteration 18Q: 3 clusters Score -245756.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -245758.140625 Penalty: 2714.580078
	Iteration 19Q: 3 clusters Score -245758.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -245759.515625 Penalty: 2714.580078
	Iteration 20F: 3 clusters Score -245759.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -245759.593750 Penalty: 2714.580078
	Iteration 21Q: 3 clusters Score -245759.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -245759.593750 Penalty: 2714.580078
	Iteration 22F: 3 clusters Score -245759.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Entering Unmasked Estep 
Score: -400808.250000 Penalty: 1428.616455
	Iteration 0F: 2 clusters Score -400808.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -395853.062500 Penalty: 2857.232910
	Iteration 0F: 3 clusters Score -395853.1 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -397298.875000 Penalty: 2857.232910
	Iteration 1F: 3 clusters Score -397298.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -397473.562500 Penalty: 2857.232910
	Iteration 2F: 3 clusters Score -397473.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -397599.843750 Penalty: 2857.232910
	Iteration 3Q: 3 clusters Score -397599.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -397713.968750 Penalty: 2857.232910
	Iteration 4Q: 3 clusters Score -397714 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -397814.500000 Penalty: 2857.232910
	Iteration 5Q: 3 clusters Score -397814.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -397893.937500 Penalty: 2857.232910
	Iteration 6Q: 3 clusters Score -397893.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -397981.156250 Penalty: 2857.232910
	Iteration 7Q: 3 clusters Score -397981.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -398080.625000 Penalty: 2857.232910
	Iteration 8Q: 3 clusters Score -398080.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -398181.875000 Penalty: 2857.232910
	Iteration 9Q: 3 clusters Score -398181.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -398299.781250 Penalty: 2857.232910
	Iteration 10Q: 3 clusters Score -398299.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -398412.468750 Penalty: 2857.232910
	Iteration 11Q: 3 clusters Score -398412.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -398514.968750 Penalty: 2857.232910
	Iteration 12Q: 3 clusters Score -398515 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -398607.937500 Penalty: 2857.232910
	Iteration 13Q: 3 clusters Score -398607.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -398682.718750 Penalty: 2857.232910
	Iteration 14Q: 3 clusters Score -398682.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -398760.375000 Penalty: 2857.232910
	Iteration 15Q: 3 clusters Score -398760.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -398846.125000 Penalty: 2857.232910
	Iteration 16Q: 3 clusters Score -398846.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -398917.281250 Penalty: 2857.232910
	Iteration 17Q: 3 clusters Score -398917.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -398982.218750 Penalty: 2857.232910
	Iteration 18Q: 3 clusters Score -398982.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -399044.437500 Penalty: 2857.232910
	Iteration 19Q: 3 clusters Score -399044.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -399100.156250 Penalty: 2857.232910
	Iteration 20F: 3 clusters Score -399100.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -399153.093750 Penalty: 2857.232910
	Iteration 21Q: 3 clusters Score -399153.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -399203.375000 Penalty: 2857.232910
	Iteration 22Q: 3 clusters Score -399203.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -399256.343750 Penalty: 2857.232910
	Iteration 23Q: 3 clusters Score -399256.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -399309.281250 Penalty: 2857.232910
	Iteration 24Q: 3 clusters Score -399309.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -399371.281250 Penalty: 2857.232910
	Iteration 25Q: 3 clusters Score -399371.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -399427.343750 Penalty: 2857.232910
	Iteration 26Q: 3 clusters Score -399427.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -399468.062500 Penalty: 2857.232910
	Iteration 27Q: 3 clusters Score -399468.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -399493.343750 Penalty: 2857.232910
	Iteration 28Q: 3 clusters Score -399493.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -399510.531250 Penalty: 2857.232910
	Iteration 29Q: 3 clusters Score -399510.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -399520.500000 Penalty: 2857.232910
	Iteration 30Q: 3 clusters Score -399520.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -399530.312500 Penalty: 2857.232910
	Iteration 31Q: 3 clusters Score -399530.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -399539.812500 Penalty: 2857.232910
	Iteration 32Q: 3 clusters Score -399539.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -399548.343750 Penalty: 2857.232910
	Iteration 33Q: 3 clusters Score -399548.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -399557.437500 Penalty: 2857.232910
	Iteration 34Q: 3 clusters Score -399557.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -399557.250000 Penalty: 2857.232910
	Iteration 35Q: 3 clusters Score -399557.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -399558.625000 Penalty: 2857.232910
	Iteration 36Q: 3 clusters Score -399558.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -399561.031250 Penalty: 2857.232910
	Iteration 37Q: 3 clusters Score -399561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -399564.625000 Penalty: 2857.232910
	Iteration 38Q: 3 clusters Score -399564.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -399565.750000 Penalty: 2857.232910
	Iteration 39Q: 3 clusters Score -399565.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -399565.500000 Penalty: 2857.232910
	Iteration 40F: 3 clusters Score -399565.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -399566.625000 Penalty: 2857.232910
	Iteration 41Q: 3 clusters Score -399566.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -399566.750000 Penalty: 2857.232910
	Iteration 42Q: 3 clusters Score -399566.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -399569.031250 Penalty: 2857.232910
	Iteration 43Q: 3 clusters Score -399569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -399570.093750 Penalty: 2857.232910
	Iteration 44Q: 3 clusters Score -399570.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -399570.312500 Penalty: 2857.232910
	Iteration 45Q: 3 clusters Score -399570.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -399570.312500 Penalty: 2857.232910
	Iteration 46F: 3 clusters Score -399570.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Entering Unmasked Estep 
Score: -1073216.750000 Penalty: 1588.146240
	Iteration 0F: 2 clusters Score -1073217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1061214.750000 Penalty: 3176.292480
	Iteration 0F: 3 clusters Score -1061215 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1065382.625000 Penalty: 3176.292480
	Iteration 1F: 3 clusters Score -1065383 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1065711.875000 Penalty: 3176.292480
	Iteration 2F: 3 clusters Score -1065712 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1066032.250000 Penalty: 3176.292480
	Iteration 3Q: 3 clusters Score -1066032 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1066375.750000 Penalty: 3176.292480
	Iteration 4Q: 3 clusters Score -1066376 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1066756.500000 Penalty: 3176.292480
	Iteration 5Q: 3 clusters Score -1066756 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1067138.125000 Penalty: 3176.292480
	Iteration 6Q: 3 clusters Score -1067138 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1067584.500000 Penalty: 3176.292480
	Iteration 7Q: 3 clusters Score -1067584 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1068034.875000 Penalty: 3176.292480
	Iteration 8Q: 3 clusters Score -1068035 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1068440.500000 Penalty: 3176.292480
	Iteration 9Q: 3 clusters Score -1068440 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1068813.000000 Penalty: 3176.292480
	Iteration 10Q: 3 clusters Score -1068813 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1069130.625000 Penalty: 3176.292480
	Iteration 11Q: 3 clusters Score -1069131 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1069385.875000 Penalty: 3176.292480
	Iteration 12Q: 3 clusters Score -1069386 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1069631.625000 Penalty: 3176.292480
	Iteration 13Q: 3 clusters Score -1069632 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1069879.250000 Penalty: 3176.292480
	Iteration 14Q: 3 clusters Score -1069879 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1070118.875000 Penalty: 3176.292480
	Iteration 15Q: 3 clusters Score -1070119 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1070357.750000 Penalty: 3176.292480
	Iteration 16Q: 3 clusters Score -1070358 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1070551.125000 Penalty: 3176.292480
	Iteration 17Q: 3 clusters Score -1070551 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1070711.625000 Penalty: 3176.292480
	Iteration 18Q: 3 clusters Score -1070712 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1070874.375000 Penalty: 3176.292480
	Iteration 19Q: 3 clusters Score -1070874 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1071022.000000 Penalty: 3176.292480
	Iteration 20F: 3 clusters Score -1071022 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1071139.375000 Penalty: 3176.292480
	Iteration 21Q: 3 clusters Score -1071139 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1071248.625000 Penalty: 3176.292480
	Iteration 22Q: 3 clusters Score -1071249 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1071346.125000 Penalty: 3176.292480
	Iteration 23Q: 3 clusters Score -1071346 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1071438.750000 Penalty: 3176.292480
	Iteration 24Q: 3 clusters Score -1071439 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1071512.625000 Penalty: 3176.292480
	Iteration 25Q: 3 clusters Score -1071513 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1071575.750000 Penalty: 3176.292480
	Iteration 26Q: 3 clusters Score -1071576 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1071641.500000 Penalty: 3176.292480
	Iteration 27Q: 3 clusters Score -1071642 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1071687.375000 Penalty: 3176.292480
	Iteration 28Q: 3 clusters Score -1071687 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1071721.250000 Penalty: 3176.292480
	Iteration 29Q: 3 clusters Score -1071721 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1071743.750000 Penalty: 3176.292480
	Iteration 30Q: 3 clusters Score -1071744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1071755.500000 Penalty: 3176.292480
	Iteration 31Q: 3 clusters Score -1071756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1071766.875000 Penalty: 3176.292480
	Iteration 32Q: 3 clusters Score -1071767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1071771.375000 Penalty: 3176.292480
	Iteration 33Q: 3 clusters Score -1071771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1071779.750000 Penalty: 3176.292480
	Iteration 34Q: 3 clusters Score -1071780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1071793.125000 Penalty: 3176.292480
	Iteration 35Q: 3 clusters Score -1071793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1071800.250000 Penalty: 3176.292480
	Iteration 36Q: 3 clusters Score -1071800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1071805.125000 Penalty: 3176.292480
	Iteration 37Q: 3 clusters Score -1071805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1071808.875000 Penalty: 3176.292480
	Iteration 38Q: 3 clusters Score -1071809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1071808.875000 Penalty: 3176.292480
	Iteration 39Q: 3 clusters Score -1071809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1071809.750000 Penalty: 3176.292480
	Iteration 40F: 3 clusters Score -1071810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1071812.000000 Penalty: 3176.292480
	Iteration 41Q: 3 clusters Score -1071812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1071815.500000 Penalty: 3176.292480
	Iteration 42Q: 3 clusters Score -1071816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1071820.500000 Penalty: 3176.292480
	Iteration 43Q: 3 clusters Score -1071820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1071820.750000 Penalty: 3176.292480
	Iteration 44Q: 3 clusters Score -1071821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1071820.375000 Penalty: 3176.292480
	Iteration 45Q: 3 clusters Score -1071820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1071821.750000 Penalty: 3176.292480
	Iteration 46Q: 3 clusters Score -1071822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1071821.750000 Penalty: 3176.292480
	Iteration 47F: 3 clusters Score -1071822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Entering Unmasked Estep 
Score: -610510.500000 Penalty: 1500.930420
	Iteration 0F: 2 clusters Score -610510.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -603151.187500 Penalty: 3001.860840
	Iteration 0F: 3 clusters Score -603151.2 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -605662.437500 Penalty: 3001.860840
	Iteration 1F: 3 clusters Score -605662.4 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -606169.250000 Penalty: 3001.860840
	Iteration 2F: 3 clusters Score -606169.2 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -606628.125000 Penalty: 3001.860840
	Iteration 3F: 3 clusters Score -606628.1 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -607009.812500 Penalty: 3001.860840
	Iteration 4F: 3 clusters Score -607009.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -607386.375000 Penalty: 3001.860840
	Iteration 5F: 3 clusters Score -607386.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -607790.625000 Penalty: 3001.860840
	Iteration 6F: 3 clusters Score -607790.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -608144.562500 Penalty: 3001.860840
	Iteration 7F: 3 clusters Score -608144.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -608388.312500 Penalty: 3001.860840
	Iteration 8Q: 3 clusters Score -608388.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -608569.562500 Penalty: 3001.860840
	Iteration 9Q: 3 clusters Score -608569.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -608710.562500 Penalty: 3001.860840
	Iteration 10Q: 3 clusters Score -608710.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -608815.562500 Penalty: 3001.860840
	Iteration 11Q: 3 clusters Score -608815.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -608915.437500 Penalty: 3001.860840
	Iteration 12Q: 3 clusters Score -608915.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -609012.375000 Penalty: 3001.860840
	Iteration 13Q: 3 clusters Score -609012.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -609117.062500 Penalty: 3001.860840
	Iteration 14Q: 3 clusters Score -609117.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -609229.875000 Penalty: 3001.860840
	Iteration 15Q: 3 clusters Score -609229.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -609338.562500 Penalty: 3001.860840
	Iteration 16Q: 3 clusters Score -609338.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -609433.125000 Penalty: 3001.860840
	Iteration 17Q: 3 clusters Score -609433.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -609516.687500 Penalty: 3001.860840
	Iteration 18Q: 3 clusters Score -609516.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -609586.500000 Penalty: 3001.860840
	Iteration 19Q: 3 clusters Score -609586.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -609629.312500 Penalty: 3001.860840
	Iteration 20F: 3 clusters Score -609629.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -609660.250000 Penalty: 3001.860840
	Iteration 21Q: 3 clusters Score -609660.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -609684.562500 Penalty: 3001.860840
	Iteration 22Q: 3 clusters Score -609684.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -609709.562500 Penalty: 3001.860840
	Iteration 23Q: 3 clusters Score -609709.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -609733.687500 Penalty: 3001.860840
	Iteration 24Q: 3 clusters Score -609733.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -609752.125000 Penalty: 3001.860840
	Iteration 25Q: 3 clusters Score -609752.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -609766.250000 Penalty: 3001.860840
	Iteration 26Q: 3 clusters Score -609766.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -609776.250000 Penalty: 3001.860840
	Iteration 27Q: 3 clusters Score -609776.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -609786.687500 Penalty: 3001.860840
	Iteration 28Q: 3 clusters Score -609786.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -609800.437500 Penalty: 3001.860840
	Iteration 29Q: 3 clusters Score -609800.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -609813.250000 Penalty: 3001.860840
	Iteration 30Q: 3 clusters Score -609813.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -609827.500000 Penalty: 3001.860840
	Iteration 31Q: 3 clusters Score -609827.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -609836.375000 Penalty: 3001.860840
	Iteration 32Q: 3 clusters Score -609836.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -609841.437500 Penalty: 3001.860840
	Iteration 33Q: 3 clusters Score -609841.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -609848.625000 Penalty: 3001.860840
	Iteration 34Q: 3 clusters Score -609848.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -609849.812500 Penalty: 3001.860840
	Iteration 35Q: 3 clusters Score -609849.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -609851.000000 Penalty: 3001.860840
	Iteration 36Q: 3 clusters Score -609851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -609852.500000 Penalty: 3001.860840
	Iteration 37Q: 3 clusters Score -609852.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -609853.125000 Penalty: 3001.860840
	Iteration 38Q: 3 clusters Score -609853.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -609854.375000 Penalty: 3001.860840
	Iteration 39Q: 3 clusters Score -609854.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -609855.125000 Penalty: 3001.860840
	Iteration 40F: 3 clusters Score -609855.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -609856.250000 Penalty: 3001.860840
	Iteration 41Q: 3 clusters Score -609856.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -609856.875000 Penalty: 3001.860840
	Iteration 42Q: 3 clusters Score -609856.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -609856.437500 Penalty: 3001.860840
	Iteration 43Q: 3 clusters Score -609856.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -609856.437500 Penalty: 3001.860840
	Iteration 44F: 3 clusters Score -609856.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (93021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93021 members 
Entering Unmasked Estep 
Score: -5931250.500000 Penalty: 1859.094360
	Iteration 0F: 2 clusters Score -5931250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -5868820.500000 Penalty: 3718.188721
	Iteration 0F: 3 clusters Score -5868820 nChanged 44457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -5895154.000000 Penalty: 3718.188721
	Iteration 1F: 3 clusters Score -5895154 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -5896316.500000 Penalty: 3718.188721
	Iteration 2Q: 3 clusters Score -5896316 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -5897976.500000 Penalty: 3718.188721
	Iteration 3Q: 3 clusters Score -5897976 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 56544 members 
Entering Unmasked Estep 
Score: -5900453.500000 Penalty: 3718.188721
	Iteration 4F: 3 clusters Score -5900454 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 60742 members 
Entering Unmasked Estep 
Score: -5904236.500000 Penalty: 3718.188721
	Iteration 5F: 3 clusters Score -5904236 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 65765 members 
Entering Unmasked Estep 
Score: -5909152.000000 Penalty: 3718.188721
	Iteration 6F: 3 clusters Score -5909152 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 70835 members 
Entering Unmasked Estep 
Score: -5914368.000000 Penalty: 3718.188721
	Iteration 7F: 3 clusters Score -5914368 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 74980 members 
Entering Unmasked Estep 
Score: -5918566.000000 Penalty: 3718.188721
	Iteration 8F: 3 clusters Score -5918566 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 78102 members 
Entering Unmasked Estep 
Score: -5921381.500000 Penalty: 3718.188721
	Iteration 9Q: 3 clusters Score -5921382 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 80451 members 
Entering Unmasked Estep 
Score: -5923143.500000 Penalty: 3718.188721
	Iteration 10Q: 3 clusters Score -5923144 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 82419 members 
Entering Unmasked Estep 
Score: -5924437.000000 Penalty: 3718.188721
	Iteration 11Q: 3 clusters Score -5924437 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 84063 members 
Entering Unmasked Estep 
Score: -5925454.000000 Penalty: 3718.188721
	Iteration 12Q: 3 clusters Score -5925454 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 85507 members 
Entering Unmasked Estep 
Score: -5926265.500000 Penalty: 3718.188721
	Iteration 13Q: 3 clusters Score -5926266 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 86706 members 
Entering Unmasked Estep 
Score: -5926935.000000 Penalty: 3718.188721
	Iteration 14Q: 3 clusters Score -5926935 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 87693 members 
Entering Unmasked Estep 
Score: -5927497.500000 Penalty: 3718.188721
	Iteration 15Q: 3 clusters Score -5927498 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 88519 members 
Entering Unmasked Estep 
Score: -5927955.500000 Penalty: 3718.188721
	Iteration 16Q: 3 clusters Score -5927956 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 89190 members 
Entering Unmasked Estep 
Score: -5928273.000000 Penalty: 3718.188721
	Iteration 17Q: 3 clusters Score -5928273 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 89729 members 
Entering Unmasked Estep 
Score: -5928559.500000 Penalty: 3718.188721
	Iteration 18Q: 3 clusters Score -5928560 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 90149 members 
Entering Unmasked Estep 
Score: -5928759.000000 Penalty: 3718.188721
	Iteration 19Q: 3 clusters Score -5928759 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 90503 members 
Entering Unmasked Estep 
Score: -5928933.000000 Penalty: 3718.188721
	Iteration 20F: 3 clusters Score -5928933 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 90790 members 
Entering Unmasked Estep 
Score: -5929047.500000 Penalty: 3718.188721
	Iteration 21Q: 3 clusters Score -5929048 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 91039 members 
Entering Unmasked Estep 
Score: -5929181.500000 Penalty: 3718.188721
	Iteration 22Q: 3 clusters Score -5929182 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 91245 members 
Entering Unmasked Estep 
Score: -5929273.000000 Penalty: 3718.188721
	Iteration 23Q: 3 clusters Score -5929273 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 91409 members 
Entering Unmasked Estep 
Score: -5929344.500000 Penalty: 3718.188721
	Iteration 24Q: 3 clusters Score -5929344 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 91554 members 
Entering Unmasked Estep 
Score: -5929423.000000 Penalty: 3718.188721
	Iteration 25Q: 3 clusters Score -5929423 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 91676 members 
Entering Unmasked Estep 
Score: -5929466.500000 Penalty: 3718.188721
	Iteration 26Q: 3 clusters Score -5929466 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 91766 members 
Entering Unmasked Estep 
Score: -5929501.000000 Penalty: 3718.188721
	Iteration 27Q: 3 clusters Score -5929501 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 91849 members 
Entering Unmasked Estep 
Score: -5929538.000000 Penalty: 3718.188721
	Iteration 28Q: 3 clusters Score -5929538 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 91907 members 
Entering Unmasked Estep 
Score: -5929558.500000 Penalty: 3718.188721
	Iteration 29Q: 3 clusters Score -5929558 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 91955 members 
Entering Unmasked Estep 
Score: -5929586.000000 Penalty: 3718.188721
	Iteration 30Q: 3 clusters Score -5929586 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 92000 members 
Entering Unmasked Estep 
Score: -5929607.000000 Penalty: 3718.188721
	Iteration 31Q: 3 clusters Score -5929607 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 92040 members 
Entering Unmasked Estep 
Score: -5929623.500000 Penalty: 3718.188721
	Iteration 32Q: 3 clusters Score -5929624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 92068 members 
Entering Unmasked Estep 
Score: -5929638.500000 Penalty: 3718.188721
	Iteration 33Q: 3 clusters Score -5929638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 92097 members 
Entering Unmasked Estep 
Score: -5929653.500000 Penalty: 3718.188721
	Iteration 34Q: 3 clusters Score -5929654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 92121 members 
Entering Unmasked Estep 
Score: -5929656.000000 Penalty: 3718.188721
	Iteration 35Q: 3 clusters Score -5929656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 92142 members 
Entering Unmasked Estep 
Score: -5929677.000000 Penalty: 3718.188721
	Iteration 36Q: 3 clusters Score -5929677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 92165 members 
Entering Unmasked Estep 
Score: -5929688.000000 Penalty: 3718.188721
	Iteration 37Q: 3 clusters Score -5929688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 92186 members 
Entering Unmasked Estep 
Score: -5929693.500000 Penalty: 3718.188721
	Iteration 38Q: 3 clusters Score -5929694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 92198 members 
Entering Unmasked Estep 
Score: -5929697.500000 Penalty: 3718.188721
	Iteration 39Q: 3 clusters Score -5929698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 92209 members 
Entering Unmasked Estep 
Score: -5929693.500000 Penalty: 3718.188721
	Iteration 40F: 3 clusters Score -5929694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 92218 members 
Entering Unmasked Estep 
Score: -5929695.500000 Penalty: 3718.188721
	Iteration 41Q: 3 clusters Score -5929696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 92224 members 
Entering Unmasked Estep 
Score: -5929701.500000 Penalty: 3718.188721
	Iteration 42Q: 3 clusters Score -5929702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 92233 members 
Entering Unmasked Estep 
Score: -5929708.500000 Penalty: 3718.188721
	Iteration 43Q: 3 clusters Score -5929708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 92241 members 
Entering Unmasked Estep 
Score: -5929712.500000 Penalty: 3718.188721
	Iteration 44Q: 3 clusters Score -5929712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 92247 members 
Entering Unmasked Estep 
Score: -5929714.000000 Penalty: 3718.188721
	Iteration 45Q: 3 clusters Score -5929714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 92247 members 
Entering Unmasked Estep 
Score: -5929715.000000 Penalty: 3718.188721
	Iteration 46Q: 3 clusters Score -5929715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 92248 members 
Entering Unmasked Estep 
Score: -5929712.500000 Penalty: 3718.188721
	Iteration 47Q: 3 clusters Score -5929712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 92250 members 
Entering Unmasked Estep 
Score: -5929709.500000 Penalty: 3718.188721
	Iteration 48Q: 3 clusters Score -5929710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 92251 members 
Entering Unmasked Estep 
Score: -5929707.500000 Penalty: 3718.188721
	Iteration 49Q: 3 clusters Score -5929708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 92253 members 
Entering Unmasked Estep 
Score: -5929710.500000 Penalty: 3718.188721
	Iteration 50Q: 3 clusters Score -5929710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 92255 members 
Entering Unmasked Estep 
Score: -5929715.500000 Penalty: 3718.188721
	Iteration 51Q: 3 clusters Score -5929716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 92255 members 
Entering Unmasked Estep 
Score: -5929712.500000 Penalty: 3718.188721
	Iteration 52Q: 3 clusters Score -5929712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 92256 members 
Entering Unmasked Estep 
Score: -5929718.500000 Penalty: 3718.188721
	Iteration 53Q: 3 clusters Score -5929718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 92256 members 
Entering Unmasked Estep 
Score: -5929715.000000 Penalty: 3718.188721
	Iteration 54Q: 3 clusters Score -5929715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 92256 members 
Entering Unmasked Estep 
Score: -5929715.000000 Penalty: 3718.188721
	Iteration 55F: 3 clusters Score -5929715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (57820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57820 members 
Entering Unmasked Estep 
Score: -3580588.000000 Penalty: 1781.827148
	Iteration 0F: 2 clusters Score -3580588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -3541957.750000 Penalty: 3563.654297
	Iteration 0F: 3 clusters Score -3541958 nChanged 27242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -3557452.750000 Penalty: 3563.654297
	Iteration 1F: 3 clusters Score -3557453 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -3557944.500000 Penalty: 3563.654297
	Iteration 2Q: 3 clusters Score -3557944 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -3558388.250000 Penalty: 3563.654297
	Iteration 3Q: 3 clusters Score -3558388 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -3558880.500000 Penalty: 3563.654297
	Iteration 4Q: 3 clusters Score -3558880 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -3559400.000000 Penalty: 3563.654297
	Iteration 5Q: 3 clusters Score -3559400 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -3559968.750000 Penalty: 3563.654297
	Iteration 6Q: 3 clusters Score -3559969 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -3560515.500000 Penalty: 3563.654297
	Iteration 7Q: 3 clusters Score -3560516 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -3561104.500000 Penalty: 3563.654297
	Iteration 8Q: 3 clusters Score -3561104 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -3561725.750000 Penalty: 3563.654297
	Iteration 9Q: 3 clusters Score -3561726 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -3562388.750000 Penalty: 3563.654297
	Iteration 10Q: 3 clusters Score -3562389 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -3563191.250000 Penalty: 3563.654297
	Iteration 11Q: 3 clusters Score -3563191 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -3564199.250000 Penalty: 3563.654297
	Iteration 12Q: 3 clusters Score -3564199 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -3565377.750000 Penalty: 3563.654297
	Iteration 13Q: 3 clusters Score -3565378 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -3566876.500000 Penalty: 3563.654297
	Iteration 14Q: 3 clusters Score -3566876 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -3568381.000000 Penalty: 3563.654297
	Iteration 15Q: 3 clusters Score -3568381 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -3569496.250000 Penalty: 3563.654297
	Iteration 16Q: 3 clusters Score -3569496 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -3570189.250000 Penalty: 3563.654297
	Iteration 17Q: 3 clusters Score -3570189 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -3570637.250000 Penalty: 3563.654297
	Iteration 18Q: 3 clusters Score -3570637 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -3570959.750000 Penalty: 3563.654297
	Iteration 19Q: 3 clusters Score -3570960 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -3571248.500000 Penalty: 3563.654297
	Iteration 20F: 3 clusters Score -3571248 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -3571528.250000 Penalty: 3563.654297
	Iteration 21Q: 3 clusters Score -3571528 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -3571866.500000 Penalty: 3563.654297
	Iteration 22Q: 3 clusters Score -3571866 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3572207.000000 Penalty: 3563.654297
	Iteration 23Q: 3 clusters Score -3572207 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -3572623.500000 Penalty: 3563.654297
	Iteration 24Q: 3 clusters Score -3572624 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -3573094.750000 Penalty: 3563.654297
	Iteration 25Q: 3 clusters Score -3573095 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -3573548.750000 Penalty: 3563.654297
	Iteration 26Q: 3 clusters Score -3573549 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -3574047.250000 Penalty: 3563.654297
	Iteration 27Q: 3 clusters Score -3574047 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50230 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -3574625.500000 Penalty: 3563.654297
	Iteration 28Q: 3 clusters Score -3574626 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51336 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -3575177.750000 Penalty: 3563.654297
	Iteration 29Q: 3 clusters Score -3575178 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52379 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -3575741.500000 Penalty: 3563.654297
	Iteration 30Q: 3 clusters Score -3575742 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53307 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -3576269.500000 Penalty: 3563.654297
	Iteration 31Q: 3 clusters Score -3576270 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3576752.750000 Penalty: 3563.654297
	Iteration 32Q: 3 clusters Score -3576753 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54894 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3577165.250000 Penalty: 3563.654297
	Iteration 33Q: 3 clusters Score -3577165 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3577601.250000 Penalty: 3563.654297
	Iteration 34Q: 3 clusters Score -3577601 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3577957.750000 Penalty: 3563.654297
	Iteration 35Q: 3 clusters Score -3577958 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3578255.000000 Penalty: 3563.654297
	Iteration 36Q: 3 clusters Score -3578255 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3578497.500000 Penalty: 3563.654297
	Iteration 37Q: 3 clusters Score -3578498 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57056 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3578658.250000 Penalty: 3563.654297
	Iteration 38Q: 3 clusters Score -3578658 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57208 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3578754.000000 Penalty: 3563.654297
	Iteration 39Q: 3 clusters Score -3578754 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57298 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3578822.250000 Penalty: 3563.654297
	Iteration 40F: 3 clusters Score -3578822 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3578881.250000 Penalty: 3563.654297
	Iteration 41Q: 3 clusters Score -3578881 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3578920.750000 Penalty: 3563.654297
	Iteration 42Q: 3 clusters Score -3578921 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57450 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3578959.000000 Penalty: 3563.654297
	Iteration 43Q: 3 clusters Score -3578959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57475 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3578981.250000 Penalty: 3563.654297
	Iteration 44Q: 3 clusters Score -3578981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57495 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3578996.750000 Penalty: 3563.654297
	Iteration 45Q: 3 clusters Score -3578997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57506 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3579011.250000 Penalty: 3563.654297
	Iteration 46Q: 3 clusters Score -3579011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57513 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3579014.750000 Penalty: 3563.654297
	Iteration 47Q: 3 clusters Score -3579015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57520 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3579021.250000 Penalty: 3563.654297
	Iteration 48Q: 3 clusters Score -3579021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3579029.250000 Penalty: 3563.654297
	Iteration 49Q: 3 clusters Score -3579029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3579036.000000 Penalty: 3563.654297
	Iteration 50Q: 3 clusters Score -3579036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57537 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3579041.250000 Penalty: 3563.654297
	Iteration 51Q: 3 clusters Score -3579041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57543 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3579047.500000 Penalty: 3563.654297
	Iteration 52Q: 3 clusters Score -3579048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3579049.750000 Penalty: 3563.654297
	Iteration 53Q: 3 clusters Score -3579050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57550 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3579056.250000 Penalty: 3563.654297
	Iteration 54Q: 3 clusters Score -3579056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3579056.750000 Penalty: 3563.654297
	Iteration 55Q: 3 clusters Score -3579057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3579058.000000 Penalty: 3563.654297
	Iteration 56Q: 3 clusters Score -3579058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3579058.000000 Penalty: 3563.654297
	Iteration 57F: 3 clusters Score -3579058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Entering Unmasked Estep 
Score: -112751.835938 Penalty: 1227.153198
	Iteration 0F: 2 clusters Score -112751.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -110711.242188 Penalty: 2454.306396
	Iteration 0F: 3 clusters Score -110711.2 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -111165.460938 Penalty: 2454.306396
	Iteration 1F: 3 clusters Score -111165.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -111304.632812 Penalty: 2454.306396
	Iteration 2F: 3 clusters Score -111304.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -111403.390625 Penalty: 2454.306396
	Iteration 3F: 3 clusters Score -111403.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -111470.570312 Penalty: 2454.306396
	Iteration 4Q: 3 clusters Score -111470.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -111521.000000 Penalty: 2454.306396
	Iteration 5Q: 3 clusters Score -111521 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -111559.218750 Penalty: 2454.306396
	Iteration 6Q: 3 clusters Score -111559.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -111589.460938 Penalty: 2454.306396
	Iteration 7Q: 3 clusters Score -111589.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -111623.992188 Penalty: 2454.306396
	Iteration 8Q: 3 clusters Score -111624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -111665.843750 Penalty: 2454.306396
	Iteration 9Q: 3 clusters Score -111665.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -111718.617188 Penalty: 2454.306396
	Iteration 10Q: 3 clusters Score -111718.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -111758.953125 Penalty: 2454.306396
	Iteration 11Q: 3 clusters Score -111759 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -111790.953125 Penalty: 2454.306396
	Iteration 12Q: 3 clusters Score -111791 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -111821.992188 Penalty: 2454.306396
	Iteration 13Q: 3 clusters Score -111822 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -111857.960938 Penalty: 2454.306396
	Iteration 14Q: 3 clusters Score -111858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -111885.007812 Penalty: 2454.306396
	Iteration 15Q: 3 clusters Score -111885 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -111913.875000 Penalty: 2454.306396
	Iteration 16Q: 3 clusters Score -111913.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -111938.039062 Penalty: 2454.306396
	Iteration 17Q: 3 clusters Score -111938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -111959.085938 Penalty: 2454.306396
	Iteration 18Q: 3 clusters Score -111959.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -111998.023438 Penalty: 2454.306396
	Iteration 19Q: 3 clusters Score -111998 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -112067.375000 Penalty: 2454.306396
	Iteration 20F: 3 clusters Score -112067.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -112143.781250 Penalty: 2454.306396
	Iteration 21Q: 3 clusters Score -112143.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -112167.335938 Penalty: 2454.306396
	Iteration 22Q: 3 clusters Score -112167.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -112179.500000 Penalty: 2454.306396
	Iteration 23Q: 3 clusters Score -112179.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -112190.898438 Penalty: 2454.306396
	Iteration 24Q: 3 clusters Score -112190.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -112196.328125 Penalty: 2454.306396
	Iteration 25Q: 3 clusters Score -112196.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -112199.976562 Penalty: 2454.306396
	Iteration 26Q: 3 clusters Score -112200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -112199.976562 Penalty: 2454.306396
	Iteration 27F: 3 clusters Score -112200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Entering Unmasked Estep 
Score: -238722.015625 Penalty: 1375.708618
	Iteration 0F: 2 clusters Score -238722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -234948.843750 Penalty: 2751.417236
	Iteration 0F: 3 clusters Score -234948.8 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -236147.468750 Penalty: 2751.417236
	Iteration 1F: 3 clusters Score -236147.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -236517.187500 Penalty: 2751.417236
	Iteration 2F: 3 clusters Score -236517.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -236787.875000 Penalty: 2751.417236
	Iteration 3F: 3 clusters Score -236787.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -236945.343750 Penalty: 2751.417236
	Iteration 4F: 3 clusters Score -236945.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -237049.328125 Penalty: 2751.417236
	Iteration 5Q: 3 clusters Score -237049.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -237121.109375 Penalty: 2751.417236
	Iteration 6Q: 3 clusters Score -237121.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -237182.921875 Penalty: 2751.417236
	Iteration 7Q: 3 clusters Score -237182.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -237263.703125 Penalty: 2751.417236
	Iteration 8Q: 3 clusters Score -237263.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -237333.656250 Penalty: 2751.417236
	Iteration 9Q: 3 clusters Score -237333.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -237398.296875 Penalty: 2751.417236
	Iteration 10Q: 3 clusters Score -237398.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -237449.546875 Penalty: 2751.417236
	Iteration 11Q: 3 clusters Score -237449.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -237490.203125 Penalty: 2751.417236
	Iteration 12Q: 3 clusters Score -237490.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -237537.531250 Penalty: 2751.417236
	Iteration 13Q: 3 clusters Score -237537.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -237583.953125 Penalty: 2751.417236
	Iteration 14Q: 3 clusters Score -237584 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -237623.906250 Penalty: 2751.417236
	Iteration 15Q: 3 clusters Score -237623.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -237656.640625 Penalty: 2751.417236
	Iteration 16Q: 3 clusters Score -237656.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -237693.203125 Penalty: 2751.417236
	Iteration 17Q: 3 clusters Score -237693.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -237723.437500 Penalty: 2751.417236
	Iteration 18Q: 3 clusters Score -237723.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -237761.140625 Penalty: 2751.417236
	Iteration 19Q: 3 clusters Score -237761.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -237794.187500 Penalty: 2751.417236
	Iteration 20F: 3 clusters Score -237794.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -237826.578125 Penalty: 2751.417236
	Iteration 21Q: 3 clusters Score -237826.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -237856.953125 Penalty: 2751.417236
	Iteration 22Q: 3 clusters Score -237857 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -237882.375000 Penalty: 2751.417236
	Iteration 23Q: 3 clusters Score -237882.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -237902.046875 Penalty: 2751.417236
	Iteration 24Q: 3 clusters Score -237902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -237914.078125 Penalty: 2751.417236
	Iteration 25Q: 3 clusters Score -237914.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -237922.750000 Penalty: 2751.417236
	Iteration 26Q: 3 clusters Score -237922.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -237931.968750 Penalty: 2751.417236
	Iteration 27Q: 3 clusters Score -237932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -237939.312500 Penalty: 2751.417236
	Iteration 28Q: 3 clusters Score -237939.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -237944.750000 Penalty: 2751.417236
	Iteration 29Q: 3 clusters Score -237944.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -237949.984375 Penalty: 2751.417236
	Iteration 30Q: 3 clusters Score -237950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -237954.843750 Penalty: 2751.417236
	Iteration 31Q: 3 clusters Score -237954.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -237958.468750 Penalty: 2751.417236
	Iteration 32Q: 3 clusters Score -237958.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -237960.625000 Penalty: 2751.417236
	Iteration 33Q: 3 clusters Score -237960.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -237962.515625 Penalty: 2751.417236
	Iteration 34Q: 3 clusters Score -237962.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -237965.078125 Penalty: 2751.417236
	Iteration 35Q: 3 clusters Score -237965.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -237968.046875 Penalty: 2751.417236
	Iteration 36Q: 3 clusters Score -237968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -237970.843750 Penalty: 2751.417236
	Iteration 37Q: 3 clusters Score -237970.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -237974.828125 Penalty: 2751.417236
	Iteration 38Q: 3 clusters Score -237974.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -237977.015625 Penalty: 2751.417236
	Iteration 39Q: 3 clusters Score -237977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -237978.140625 Penalty: 2751.417236
	Iteration 40F: 3 clusters Score -237978.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -237978.906250 Penalty: 2751.417236
	Iteration 41Q: 3 clusters Score -237978.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -237978.718750 Penalty: 2751.417236
	Iteration 42Q: 3 clusters Score -237978.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -237978.718750 Penalty: 2751.417236
	Iteration 43F: 3 clusters Score -237978.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Entering Unmasked Estep 
Score: -773691.437500 Penalty: 1526.848267
	Iteration 0F: 2 clusters Score -773691.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -765198.437500 Penalty: 3053.696533
	Iteration 0F: 3 clusters Score -765198.4 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -768283.500000 Penalty: 3053.696533
	Iteration 1F: 3 clusters Score -768283.5 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -768736.500000 Penalty: 3053.696533
	Iteration 2F: 3 clusters Score -768736.5 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -769163.750000 Penalty: 3053.696533
	Iteration 3F: 3 clusters Score -769163.8 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -769540.125000 Penalty: 3053.696533
	Iteration 4F: 3 clusters Score -769540.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -769895.625000 Penalty: 3053.696533
	Iteration 5F: 3 clusters Score -769895.6 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -770271.625000 Penalty: 3053.696533
	Iteration 6F: 3 clusters Score -770271.6 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -770686.687500 Penalty: 3053.696533
	Iteration 7Q: 3 clusters Score -770686.7 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -771131.062500 Penalty: 3053.696533
	Iteration 8Q: 3 clusters Score -771131.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -771477.625000 Penalty: 3053.696533
	Iteration 9Q: 3 clusters Score -771477.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -771790.250000 Penalty: 3053.696533
	Iteration 10Q: 3 clusters Score -771790.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -772041.687500 Penalty: 3053.696533
	Iteration 11Q: 3 clusters Score -772041.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -772273.375000 Penalty: 3053.696533
	Iteration 12Q: 3 clusters Score -772273.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -772483.250000 Penalty: 3053.696533
	Iteration 13Q: 3 clusters Score -772483.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -772714.875000 Penalty: 3053.696533
	Iteration 14Q: 3 clusters Score -772714.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -772877.187500 Penalty: 3053.696533
	Iteration 15Q: 3 clusters Score -772877.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -773005.750000 Penalty: 3053.696533
	Iteration 16Q: 3 clusters Score -773005.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -773108.125000 Penalty: 3053.696533
	Iteration 17Q: 3 clusters Score -773108.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -773176.250000 Penalty: 3053.696533
	Iteration 18Q: 3 clusters Score -773176.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -773222.812500 Penalty: 3053.696533
	Iteration 19Q: 3 clusters Score -773222.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -773248.625000 Penalty: 3053.696533
	Iteration 20F: 3 clusters Score -773248.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -773266.312500 Penalty: 3053.696533
	Iteration 21Q: 3 clusters Score -773266.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -773280.437500 Penalty: 3053.696533
	Iteration 22Q: 3 clusters Score -773280.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -773288.937500 Penalty: 3053.696533
	Iteration 23Q: 3 clusters Score -773288.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -773292.437500 Penalty: 3053.696533
	Iteration 24Q: 3 clusters Score -773292.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -773299.250000 Penalty: 3053.696533
	Iteration 25Q: 3 clusters Score -773299.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -773301.062500 Penalty: 3053.696533
	Iteration 26Q: 3 clusters Score -773301.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -773304.875000 Penalty: 3053.696533
	Iteration 27Q: 3 clusters Score -773304.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -773305.625000 Penalty: 3053.696533
	Iteration 28Q: 3 clusters Score -773305.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -773304.812500 Penalty: 3053.696533
	Iteration 29Q: 3 clusters Score -773304.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -773306.000000 Penalty: 3053.696533
	Iteration 30Q: 3 clusters Score -773306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -773306.750000 Penalty: 3053.696533
	Iteration 31Q: 3 clusters Score -773306.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -773306.500000 Penalty: 3053.696533
	Iteration 32Q: 3 clusters Score -773306.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -773307.375000 Penalty: 3053.696533
	Iteration 33Q: 3 clusters Score -773307.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -773307.250000 Penalty: 3053.696533
	Iteration 34Q: 3 clusters Score -773307.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -773307.125000 Penalty: 3053.696533
	Iteration 35Q: 3 clusters Score -773307.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -773306.250000 Penalty: 3053.696533
	Iteration 36Q: 3 clusters Score -773306.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -773309.625000 Penalty: 3053.696533
	Iteration 37Q: 3 clusters Score -773309.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -773309.625000 Penalty: 3053.696533
	Iteration 38F: 3 clusters Score -773309.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Entering Unmasked Estep 
Score: -232724.859375 Penalty: 1333.214722
	Iteration 0F: 2 clusters Score -232724.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -229619.734375 Penalty: 2666.429443
	Iteration 0F: 3 clusters Score -229619.7 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -230418.671875 Penalty: 2666.429443
	Iteration 1F: 3 clusters Score -230418.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -230558.484375 Penalty: 2666.429443
	Iteration 2F: 3 clusters Score -230558.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -230638.406250 Penalty: 2666.429443
	Iteration 3Q: 3 clusters Score -230638.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -230687.484375 Penalty: 2666.429443
	Iteration 4Q: 3 clusters Score -230687.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -230714.234375 Penalty: 2666.429443
	Iteration 5Q: 3 clusters Score -230714.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -230733.937500 Penalty: 2666.429443
	Iteration 6Q: 3 clusters Score -230733.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -230751.015625 Penalty: 2666.429443
	Iteration 7Q: 3 clusters Score -230751 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -230766.968750 Penalty: 2666.429443
	Iteration 8Q: 3 clusters Score -230767 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -230781.312500 Penalty: 2666.429443
	Iteration 9Q: 3 clusters Score -230781.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -230793.359375 Penalty: 2666.429443
	Iteration 10Q: 3 clusters Score -230793.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -230806.625000 Penalty: 2666.429443
	Iteration 11Q: 3 clusters Score -230806.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -230817.656250 Penalty: 2666.429443
	Iteration 12Q: 3 clusters Score -230817.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -230827.921875 Penalty: 2666.429443
	Iteration 13Q: 3 clusters Score -230827.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -230837.578125 Penalty: 2666.429443
	Iteration 14Q: 3 clusters Score -230837.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -230845.390625 Penalty: 2666.429443
	Iteration 15Q: 3 clusters Score -230845.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -230850.171875 Penalty: 2666.429443
	Iteration 16Q: 3 clusters Score -230850.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -230854.046875 Penalty: 2666.429443
	Iteration 17Q: 3 clusters Score -230854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -230858.937500 Penalty: 2666.429443
	Iteration 18Q: 3 clusters Score -230858.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -230863.906250 Penalty: 2666.429443
	Iteration 19Q: 3 clusters Score -230863.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -230866.812500 Penalty: 2666.429443
	Iteration 20F: 3 clusters Score -230866.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -230869.984375 Penalty: 2666.429443
	Iteration 21Q: 3 clusters Score -230870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -230876.015625 Penalty: 2666.429443
	Iteration 22Q: 3 clusters Score -230876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -230882.437500 Penalty: 2666.429443
	Iteration 23Q: 3 clusters Score -230882.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -230889.562500 Penalty: 2666.429443
	Iteration 24Q: 3 clusters Score -230889.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -230896.125000 Penalty: 2666.429443
	Iteration 25Q: 3 clusters Score -230896.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -230903.343750 Penalty: 2666.429443
	Iteration 26Q: 3 clusters Score -230903.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -230909.718750 Penalty: 2666.429443
	Iteration 27Q: 3 clusters Score -230909.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -230918.218750 Penalty: 2666.429443
	Iteration 28Q: 3 clusters Score -230918.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -230925.484375 Penalty: 2666.429443
	Iteration 29Q: 3 clusters Score -230925.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -230931.453125 Penalty: 2666.429443
	Iteration 30Q: 3 clusters Score -230931.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -230937.453125 Penalty: 2666.429443
	Iteration 31Q: 3 clusters Score -230937.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -230946.093750 Penalty: 2666.429443
	Iteration 32Q: 3 clusters Score -230946.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -230955.000000 Penalty: 2666.429443
	Iteration 33Q: 3 clusters Score -230955 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -230966.562500 Penalty: 2666.429443
	Iteration 34Q: 3 clusters Score -230966.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -230979.046875 Penalty: 2666.429443
	Iteration 35Q: 3 clusters Score -230979 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -230990.250000 Penalty: 2666.429443
	Iteration 36Q: 3 clusters Score -230990.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -231003.390625 Penalty: 2666.429443
	Iteration 37Q: 3 clusters Score -231003.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -231022.062500 Penalty: 2666.429443
	Iteration 38Q: 3 clusters Score -231022.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -231039.375000 Penalty: 2666.429443
	Iteration 39Q: 3 clusters Score -231039.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -231057.000000 Penalty: 2666.429443
	Iteration 40F: 3 clusters Score -231057 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -231076.546875 Penalty: 2666.429443
	Iteration 41Q: 3 clusters Score -231076.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -231102.890625 Penalty: 2666.429443
	Iteration 42Q: 3 clusters Score -231102.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -231128.890625 Penalty: 2666.429443
	Iteration 43Q: 3 clusters Score -231128.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -231162.171875 Penalty: 2666.429443
	Iteration 44Q: 3 clusters Score -231162.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -231190.828125 Penalty: 2666.429443
	Iteration 45Q: 3 clusters Score -231190.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -231216.453125 Penalty: 2666.429443
	Iteration 46Q: 3 clusters Score -231216.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -231239.812500 Penalty: 2666.429443
	Iteration 47Q: 3 clusters Score -231239.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -231259.765625 Penalty: 2666.429443
	Iteration 48Q: 3 clusters Score -231259.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -231285.000000 Penalty: 2666.429443
	Iteration 49Q: 3 clusters Score -231285 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -231313.281250 Penalty: 2666.429443
	Iteration 50Q: 3 clusters Score -231313.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -231339.218750 Penalty: 2666.429443
	Iteration 51Q: 3 clusters Score -231339.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -231366.453125 Penalty: 2666.429443
	Iteration 52Q: 3 clusters Score -231366.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -231391.140625 Penalty: 2666.429443
	Iteration 53Q: 3 clusters Score -231391.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -231417.156250 Penalty: 2666.429443
	Iteration 54Q: 3 clusters Score -231417.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -231442.625000 Penalty: 2666.429443
	Iteration 55Q: 3 clusters Score -231442.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -231462.187500 Penalty: 2666.429443
	Iteration 56Q: 3 clusters Score -231462.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -231478.140625 Penalty: 2666.429443
	Iteration 57Q: 3 clusters Score -231478.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -231491.562500 Penalty: 2666.429443
	Iteration 58Q: 3 clusters Score -231491.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -231501.437500 Penalty: 2666.429443
	Iteration 59Q: 3 clusters Score -231501.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -231512.203125 Penalty: 2666.429443
	Iteration 60F: 3 clusters Score -231512.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -231518.031250 Penalty: 2666.429443
	Iteration 61Q: 3 clusters Score -231518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -231523.781250 Penalty: 2666.429443
	Iteration 62Q: 3 clusters Score -231523.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -231529.796875 Penalty: 2666.429443
	Iteration 63Q: 3 clusters Score -231529.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -231534.015625 Penalty: 2666.429443
	Iteration 64Q: 3 clusters Score -231534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -231541.140625 Penalty: 2666.429443
	Iteration 65Q: 3 clusters Score -231541.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -231550.359375 Penalty: 2666.429443
	Iteration 66Q: 3 clusters Score -231550.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -231556.531250 Penalty: 2666.429443
	Iteration 67Q: 3 clusters Score -231556.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -231561.078125 Penalty: 2666.429443
	Iteration 68Q: 3 clusters Score -231561.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -231565.500000 Penalty: 2666.429443
	Iteration 69Q: 3 clusters Score -231565.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -231568.609375 Penalty: 2666.429443
	Iteration 70Q: 3 clusters Score -231568.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -231570.843750 Penalty: 2666.429443
	Iteration 71Q: 3 clusters Score -231570.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -231572.562500 Penalty: 2666.429443
	Iteration 72Q: 3 clusters Score -231572.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -231573.046875 Penalty: 2666.429443
	Iteration 73Q: 3 clusters Score -231573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -231573.250000 Penalty: 2666.429443
	Iteration 74Q: 3 clusters Score -231573.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -231573.250000 Penalty: 2666.429443
	Iteration 75F: 3 clusters Score -231573.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Entering Unmasked Estep 
Score: -1223318.250000 Penalty: 1604.325195
	Iteration 0F: 2 clusters Score -1223318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1210039.500000 Penalty: 3208.650391
	Iteration 0F: 3 clusters Score -1210040 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1214838.500000 Penalty: 3208.650391
	Iteration 1F: 3 clusters Score -1214838 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1215123.375000 Penalty: 3208.650391
	Iteration 2Q: 3 clusters Score -1215123 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1215381.125000 Penalty: 3208.650391
	Iteration 3Q: 3 clusters Score -1215381 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1215664.375000 Penalty: 3208.650391
	Iteration 4Q: 3 clusters Score -1215664 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1216078.250000 Penalty: 3208.650391
	Iteration 5Q: 3 clusters Score -1216078 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1216720.000000 Penalty: 3208.650391
	Iteration 6F: 3 clusters Score -1216720 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1217635.125000 Penalty: 3208.650391
	Iteration 7F: 3 clusters Score -1217635 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -1218805.125000 Penalty: 3208.650391
	Iteration 8F: 3 clusters Score -1218805 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -1220022.625000 Penalty: 3208.650391
	Iteration 9F: 3 clusters Score -1220023 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -1220917.875000 Penalty: 3208.650391
	Iteration 10Q: 3 clusters Score -1220918 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -1221396.875000 Penalty: 3208.650391
	Iteration 11Q: 3 clusters Score -1221397 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -1221646.250000 Penalty: 3208.650391
	Iteration 12Q: 3 clusters Score -1221646 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -1221768.000000 Penalty: 3208.650391
	Iteration 13Q: 3 clusters Score -1221768 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -1221846.500000 Penalty: 3208.650391
	Iteration 14Q: 3 clusters Score -1221846 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -1221895.875000 Penalty: 3208.650391
	Iteration 15Q: 3 clusters Score -1221896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -1221930.875000 Penalty: 3208.650391
	Iteration 16Q: 3 clusters Score -1221931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -1221956.250000 Penalty: 3208.650391
	Iteration 17Q: 3 clusters Score -1221956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -1221965.250000 Penalty: 3208.650391
	Iteration 18Q: 3 clusters Score -1221965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -1221975.750000 Penalty: 3208.650391
	Iteration 19Q: 3 clusters Score -1221976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -1221987.625000 Penalty: 3208.650391
	Iteration 20F: 3 clusters Score -1221988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -1221992.750000 Penalty: 3208.650391
	Iteration 21Q: 3 clusters Score -1221993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -1221997.875000 Penalty: 3208.650391
	Iteration 22Q: 3 clusters Score -1221998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -1221999.250000 Penalty: 3208.650391
	Iteration 23Q: 3 clusters Score -1221999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -1222002.750000 Penalty: 3208.650391
	Iteration 24Q: 3 clusters Score -1222003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -1222003.500000 Penalty: 3208.650391
	Iteration 25Q: 3 clusters Score -1222004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -1222005.625000 Penalty: 3208.650391
	Iteration 26Q: 3 clusters Score -1222006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -1222006.625000 Penalty: 3208.650391
	Iteration 27Q: 3 clusters Score -1222007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -1222008.750000 Penalty: 3208.650391
	Iteration 28Q: 3 clusters Score -1222009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -1222010.250000 Penalty: 3208.650391
	Iteration 29Q: 3 clusters Score -1222010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -1222013.125000 Penalty: 3208.650391
	Iteration 30Q: 3 clusters Score -1222013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -1222013.750000 Penalty: 3208.650391
	Iteration 31Q: 3 clusters Score -1222014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -1222015.125000 Penalty: 3208.650391
	Iteration 32Q: 3 clusters Score -1222015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -1222016.125000 Penalty: 3208.650391
	Iteration 33Q: 3 clusters Score -1222016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -1222016.125000 Penalty: 3208.650391
	Iteration 34F: 3 clusters Score -1222016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Entering Unmasked Estep 
Score: -647868.625000 Penalty: 1508.205444
	Iteration 0F: 2 clusters Score -647868.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -640277.437500 Penalty: 3016.410889
	Iteration 0F: 3 clusters Score -640277.4 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -642742.250000 Penalty: 3016.410889
	Iteration 1F: 3 clusters Score -642742.2 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -643042.125000 Penalty: 3016.410889
	Iteration 2F: 3 clusters Score -643042.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -643323.375000 Penalty: 3016.410889
	Iteration 3F: 3 clusters Score -643323.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -643621.187500 Penalty: 3016.410889
	Iteration 4F: 3 clusters Score -643621.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -643928.000000 Penalty: 3016.410889
	Iteration 5Q: 3 clusters Score -643928 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -644300.937500 Penalty: 3016.410889
	Iteration 6F: 3 clusters Score -644300.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -644754.250000 Penalty: 3016.410889
	Iteration 7F: 3 clusters Score -644754.2 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -645213.500000 Penalty: 3016.410889
	Iteration 8F: 3 clusters Score -645213.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -645627.000000 Penalty: 3016.410889
	Iteration 9Q: 3 clusters Score -645627 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -645976.187500 Penalty: 3016.410889
	Iteration 10Q: 3 clusters Score -645976.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -646231.000000 Penalty: 3016.410889
	Iteration 11Q: 3 clusters Score -646231 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -646390.937500 Penalty: 3016.410889
	Iteration 12Q: 3 clusters Score -646390.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -646521.500000 Penalty: 3016.410889
	Iteration 13Q: 3 clusters Score -646521.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -646619.187500 Penalty: 3016.410889
	Iteration 14Q: 3 clusters Score -646619.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -646693.437500 Penalty: 3016.410889
	Iteration 15Q: 3 clusters Score -646693.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -646748.875000 Penalty: 3016.410889
	Iteration 16Q: 3 clusters Score -646748.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -646789.500000 Penalty: 3016.410889
	Iteration 17Q: 3 clusters Score -646789.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -646824.000000 Penalty: 3016.410889
	Iteration 18Q: 3 clusters Score -646824 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -646856.562500 Penalty: 3016.410889
	Iteration 19Q: 3 clusters Score -646856.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -646871.187500 Penalty: 3016.410889
	Iteration 20F: 3 clusters Score -646871.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -646883.562500 Penalty: 3016.410889
	Iteration 21Q: 3 clusters Score -646883.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -646895.000000 Penalty: 3016.410889
	Iteration 22Q: 3 clusters Score -646895 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -646904.750000 Penalty: 3016.410889
	Iteration 23Q: 3 clusters Score -646904.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -646910.375000 Penalty: 3016.410889
	Iteration 24Q: 3 clusters Score -646910.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -646919.687500 Penalty: 3016.410889
	Iteration 25Q: 3 clusters Score -646919.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -646926.125000 Penalty: 3016.410889
	Iteration 26Q: 3 clusters Score -646926.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -646930.187500 Penalty: 3016.410889
	Iteration 27Q: 3 clusters Score -646930.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -646933.125000 Penalty: 3016.410889
	Iteration 28Q: 3 clusters Score -646933.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -646934.250000 Penalty: 3016.410889
	Iteration 29Q: 3 clusters Score -646934.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -646936.687500 Penalty: 3016.410889
	Iteration 30Q: 3 clusters Score -646936.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -646937.625000 Penalty: 3016.410889
	Iteration 31Q: 3 clusters Score -646937.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -646937.875000 Penalty: 3016.410889
	Iteration 32Q: 3 clusters Score -646937.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -646938.562500 Penalty: 3016.410889
	Iteration 33Q: 3 clusters Score -646938.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -646939.187500 Penalty: 3016.410889
	Iteration 34Q: 3 clusters Score -646939.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -646938.750000 Penalty: 3016.410889
	Iteration 35Q: 3 clusters Score -646938.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -646939.437500 Penalty: 3016.410889
	Iteration 36Q: 3 clusters Score -646939.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -646941.312500 Penalty: 3016.410889
	Iteration 37Q: 3 clusters Score -646941.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -646941.562500 Penalty: 3016.410889
	Iteration 38Q: 3 clusters Score -646941.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -646945.000000 Penalty: 3016.410889
	Iteration 39Q: 3 clusters Score -646945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -646946.625000 Penalty: 3016.410889
	Iteration 40F: 3 clusters Score -646946.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -646947.812500 Penalty: 3016.410889
	Iteration 41Q: 3 clusters Score -646947.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -646949.812500 Penalty: 3016.410889
	Iteration 42Q: 3 clusters Score -646949.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -646950.937500 Penalty: 3016.410889
	Iteration 43Q: 3 clusters Score -646950.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -646953.375000 Penalty: 3016.410889
	Iteration 44Q: 3 clusters Score -646953.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -646954.937500 Penalty: 3016.410889
	Iteration 45Q: 3 clusters Score -646954.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -646954.812500 Penalty: 3016.410889
	Iteration 46Q: 3 clusters Score -646954.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -646955.625000 Penalty: 3016.410889
	Iteration 47Q: 3 clusters Score -646955.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -646956.625000 Penalty: 3016.410889
	Iteration 48Q: 3 clusters Score -646956.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -646958.125000 Penalty: 3016.410889
	Iteration 49Q: 3 clusters Score -646958.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -646958.125000 Penalty: 3016.410889
	Iteration 50Q: 3 clusters Score -646958.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -646958.375000 Penalty: 3016.410889
	Iteration 51Q: 3 clusters Score -646958.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -646958.937500 Penalty: 3016.410889
	Iteration 52Q: 3 clusters Score -646958.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -646958.875000 Penalty: 3016.410889
	Iteration 53Q: 3 clusters Score -646958.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -646960.250000 Penalty: 3016.410889
	Iteration 54Q: 3 clusters Score -646960.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -646960.250000 Penalty: 3016.410889
	Iteration 55F: 3 clusters Score -646960.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -41402.207031 Penalty: 1083.793457
	Iteration 0F: 2 clusters Score -41402.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -40283.769531 Penalty: 2167.586914
	Iteration 0F: 3 clusters Score -40283.77 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -40859.156250 Penalty: 2167.586914
	Iteration 1F: 3 clusters Score -40859.16 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41241.597656 Penalty: 2167.586914
	Iteration 2F: 3 clusters Score -41241.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41425.894531 Penalty: 2167.586914
	Iteration 3F: 3 clusters Score -41425.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41498.820312 Penalty: 2167.586914
	Iteration 4Q: 3 clusters Score -41498.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41540.554688 Penalty: 2167.586914
	Iteration 5Q: 3 clusters Score -41540.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41556.605469 Penalty: 2167.586914
	Iteration 6Q: 3 clusters Score -41556.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41577.406250 Penalty: 2167.586914
	Iteration 7Q: 3 clusters Score -41577.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41606.972656 Penalty: 2167.586914
	Iteration 8Q: 3 clusters Score -41606.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41615.359375 Penalty: 2167.586914
	Iteration 9Q: 3 clusters Score -41615.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41621.042969 Penalty: 2167.586914
	Iteration 10Q: 3 clusters Score -41621.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41621.910156 Penalty: 2167.586914
	Iteration 11Q: 3 clusters Score -41621.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41621.910156 Penalty: 2167.586914
	Iteration 12F: 3 clusters Score -41621.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 6474 members 
Mstep: Class 3 contains 76768 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4241 members 
Mstep: Class 7 contains 6578 members 
Mstep: Class 8 contains 17557 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 93021 members 
Mstep: Class 11 contains 57820 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4750 members 
Mstep: Class 14 contains 12040 members 
Mstep: Class 15 contains 3657 members 
Mstep: Class 16 contains 19395 members 
Mstep: Class 17 contains 10735 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 7516 members 
Mstep: Class 21 contains 174 members 
Entering Unmasked Estep 
Score: -21336766.000000 Penalty: 43657.015625
Splitting cluster 18 changes total score from -21337540.000000 to -21336766.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Entering Unmasked Estep 
Score: -81627.226562 Penalty: 1188.614868
	Iteration 0F: 2 clusters Score -81627.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -79855.742188 Penalty: 2377.229736
	Iteration 0F: 3 clusters Score -79855.74 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -80216.937500 Penalty: 2377.229736
	Iteration 1F: 3 clusters Score -80216.94 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -80365.484375 Penalty: 2377.229736
	Iteration 2F: 3 clusters Score -80365.48 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -80546.921875 Penalty: 2377.229736
	Iteration 3F: 3 clusters Score -80546.92 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -80666.523438 Penalty: 2377.229736
	Iteration 4F: 3 clusters Score -80666.52 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -80743.968750 Penalty: 2377.229736
	Iteration 5Q: 3 clusters Score -80743.97 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -80797.812500 Penalty: 2377.229736
	Iteration 6Q: 3 clusters Score -80797.81 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -80843.312500 Penalty: 2377.229736
	Iteration 7Q: 3 clusters Score -80843.31 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -80880.359375 Penalty: 2377.229736
	Iteration 8Q: 3 clusters Score -80880.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -80900.460938 Penalty: 2377.229736
	Iteration 9Q: 3 clusters Score -80900.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -80916.554688 Penalty: 2377.229736
	Iteration 10Q: 3 clusters Score -80916.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -80930.562500 Penalty: 2377.229736
	Iteration 11Q: 3 clusters Score -80930.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -80949.570312 Penalty: 2377.229736
	Iteration 12Q: 3 clusters Score -80949.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -80964.539062 Penalty: 2377.229736
	Iteration 13Q: 3 clusters Score -80964.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -80976.960938 Penalty: 2377.229736
	Iteration 14Q: 3 clusters Score -80976.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -80985.906250 Penalty: 2377.229736
	Iteration 15Q: 3 clusters Score -80985.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -80990.203125 Penalty: 2377.229736
	Iteration 16Q: 3 clusters Score -80990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -80992.125000 Penalty: 2377.229736
	Iteration 17Q: 3 clusters Score -80992.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -80996.062500 Penalty: 2377.229736
	Iteration 18Q: 3 clusters Score -80996.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -80999.757812 Penalty: 2377.229736
	Iteration 19Q: 3 clusters Score -80999.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -81006.109375 Penalty: 2377.229736
	Iteration 20F: 3 clusters Score -81006.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -81012.218750 Penalty: 2377.229736
	Iteration 21Q: 3 clusters Score -81012.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -81015.070312 Penalty: 2377.229736
	Iteration 22Q: 3 clusters Score -81015.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -81016.406250 Penalty: 2377.229736
	Iteration 23Q: 3 clusters Score -81016.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -81017.078125 Penalty: 2377.229736
	Iteration 24Q: 3 clusters Score -81017.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -81017.078125 Penalty: 2377.229736
	Iteration 25F: 3 clusters Score -81017.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Entering Unmasked Estep 
Score: -447831.250000 Penalty: 1450.278320
	Iteration 0F: 2 clusters Score -447831.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -442273.656250 Penalty: 2900.556641
	Iteration 0F: 3 clusters Score -442273.7 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -443971.781250 Penalty: 2900.556641
	Iteration 1F: 3 clusters Score -443971.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -444234.718750 Penalty: 2900.556641
	Iteration 2F: 3 clusters Score -444234.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -444434.125000 Penalty: 2900.556641
	Iteration 3F: 3 clusters Score -444434.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -444630.250000 Penalty: 2900.556641
	Iteration 4Q: 3 clusters Score -444630.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -444796.625000 Penalty: 2900.556641
	Iteration 5Q: 3 clusters Score -444796.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -444954.781250 Penalty: 2900.556641
	Iteration 6Q: 3 clusters Score -444954.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -445121.875000 Penalty: 2900.556641
	Iteration 7Q: 3 clusters Score -445121.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -445303.812500 Penalty: 2900.556641
	Iteration 8Q: 3 clusters Score -445303.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -445447.062500 Penalty: 2900.556641
	Iteration 9Q: 3 clusters Score -445447.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -445544.843750 Penalty: 2900.556641
	Iteration 10Q: 3 clusters Score -445544.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -445637.437500 Penalty: 2900.556641
	Iteration 11Q: 3 clusters Score -445637.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -445719.875000 Penalty: 2900.556641
	Iteration 12Q: 3 clusters Score -445719.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -445807.218750 Penalty: 2900.556641
	Iteration 13Q: 3 clusters Score -445807.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -445912.312500 Penalty: 2900.556641
	Iteration 14Q: 3 clusters Score -445912.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -446024.312500 Penalty: 2900.556641
	Iteration 15Q: 3 clusters Score -446024.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -446148.500000 Penalty: 2900.556641
	Iteration 16Q: 3 clusters Score -446148.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -446293.375000 Penalty: 2900.556641
	Iteration 17Q: 3 clusters Score -446293.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -446464.750000 Penalty: 2900.556641
	Iteration 18Q: 3 clusters Score -446464.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -446642.968750 Penalty: 2900.556641
	Iteration 19Q: 3 clusters Score -446643 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -446781.812500 Penalty: 2900.556641
	Iteration 20F: 3 clusters Score -446781.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -446881.468750 Penalty: 2900.556641
	Iteration 21Q: 3 clusters Score -446881.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -446947.343750 Penalty: 2900.556641
	Iteration 22Q: 3 clusters Score -446947.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -446986.218750 Penalty: 2900.556641
	Iteration 23Q: 3 clusters Score -446986.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -447011.125000 Penalty: 2900.556641
	Iteration 24Q: 3 clusters Score -447011.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -447031.562500 Penalty: 2900.556641
	Iteration 25Q: 3 clusters Score -447031.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -447046.343750 Penalty: 2900.556641
	Iteration 26Q: 3 clusters Score -447046.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -447054.500000 Penalty: 2900.556641
	Iteration 27Q: 3 clusters Score -447054.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -447060.250000 Penalty: 2900.556641
	Iteration 28Q: 3 clusters Score -447060.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -447062.781250 Penalty: 2900.556641
	Iteration 29Q: 3 clusters Score -447062.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -447066.937500 Penalty: 2900.556641
	Iteration 30Q: 3 clusters Score -447066.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -447066.531250 Penalty: 2900.556641
	Iteration 31Q: 3 clusters Score -447066.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -447068.375000 Penalty: 2900.556641
	Iteration 32Q: 3 clusters Score -447068.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -447069.187500 Penalty: 2900.556641
	Iteration 33Q: 3 clusters Score -447069.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -447068.687500 Penalty: 2900.556641
	Iteration 34Q: 3 clusters Score -447068.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -447070.218750 Penalty: 2900.556641
	Iteration 35Q: 3 clusters Score -447070.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -447070.906250 Penalty: 2900.556641
	Iteration 36Q: 3 clusters Score -447070.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -447070.906250 Penalty: 2900.556641
	Iteration 37Q: 3 clusters Score -447070.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -447073.437500 Penalty: 2900.556641
	Iteration 38Q: 3 clusters Score -447073.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -447073.375000 Penalty: 2900.556641
	Iteration 39Q: 3 clusters Score -447073.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -447076.156250 Penalty: 2900.556641
	Iteration 40F: 3 clusters Score -447076.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -447076.093750 Penalty: 2900.556641
	Iteration 41Q: 3 clusters Score -447076.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -447076.750000 Penalty: 2900.556641
	Iteration 42Q: 3 clusters Score -447076.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -447076.750000 Penalty: 2900.556641
	Iteration 43Q: 3 clusters Score -447076.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -447076.781250 Penalty: 2900.556641
	Iteration 44Q: 3 clusters Score -447076.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -447076.468750 Penalty: 2900.556641
	Iteration 45Q: 3 clusters Score -447076.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -447076.562500 Penalty: 2900.556641
	Iteration 46Q: 3 clusters Score -447076.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -447077.343750 Penalty: 2900.556641
	Iteration 47Q: 3 clusters Score -447077.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -447077.343750 Penalty: 2900.556641
	Iteration 48F: 3 clusters Score -447077.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 6474 members 
Mstep: Class 3 contains 76768 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4241 members 
Mstep: Class 7 contains 6578 members 
Mstep: Class 8 contains 17557 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 93021 members 
Mstep: Class 11 contains 57820 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4750 members 
Mstep: Class 14 contains 12040 members 
Mstep: Class 15 contains 3657 members 
Mstep: Class 16 contains 19395 members 
Mstep: Class 17 contains 10735 members 
Mstep: Class 18 contains 788 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 7516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337534.000000 Penalty: 41578.109375
Iteration 79Q: 21 clusters Score -2.133753e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 6482 members 
Mstep: Class 3 contains 76755 members 
Mstep: Class 4 contains 6460 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4227 members 
Mstep: Class 7 contains 6599 members 
Mstep: Class 8 contains 17568 members 
Mstep: Class 9 contains 10250 members 
Mstep: Class 10 contains 93019 members 
Mstep: Class 11 contains 57815 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4744 members 
Mstep: Class 14 contains 12040 members 
Mstep: Class 15 contains 3657 members 
Mstep: Class 16 contains 19401 members 
Mstep: Class 17 contains 10727 members 
Mstep: Class 18 contains 788 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 7525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337552.000000 Penalty: 41578.109375
Iteration 80F: 21 clusters Score -2.133755e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 6490 members 
Mstep: Class 3 contains 76729 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4217 members 
Mstep: Class 7 contains 6613 members 
Mstep: Class 8 contains 17573 members 
Mstep: Class 9 contains 10234 members 
Mstep: Class 10 contains 93023 members 
Mstep: Class 11 contains 57819 members 
Mstep: Class 12 contains 1907 members 
Mstep: Class 13 contains 4743 members 
Mstep: Class 14 contains 12038 members 
Mstep: Class 15 contains 3658 members 
Mstep: Class 16 contains 19413 members 
Mstep: Class 17 contains 10725 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 7533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337534.000000 Penalty: 41578.109375
Iteration 81Q: 21 clusters Score -2.133753e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 6497 members 
Mstep: Class 3 contains 76717 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4211 members 
Mstep: Class 7 contains 6629 members 
Mstep: Class 8 contains 17588 members 
Mstep: Class 9 contains 10225 members 
Mstep: Class 10 contains 93012 members 
Mstep: Class 11 contains 57813 members 
Mstep: Class 12 contains 1911 members 
Mstep: Class 13 contains 4737 members 
Mstep: Class 14 contains 12037 members 
Mstep: Class 15 contains 3656 members 
Mstep: Class 16 contains 19418 members 
Mstep: Class 17 contains 10729 members 
Mstep: Class 18 contains 786 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 7543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337482.000000 Penalty: 41578.109375
Iteration 82Q: 21 clusters Score -2.133748e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 6501 members 
Mstep: Class 3 contains 76690 members 
Mstep: Class 4 contains 6465 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4204 members 
Mstep: Class 7 contains 6650 members 
Mstep: Class 8 contains 17607 members 
Mstep: Class 9 contains 10220 members 
Mstep: Class 10 contains 93007 members 
Mstep: Class 11 contains 57807 members 
Mstep: Class 12 contains 1911 members 
Mstep: Class 13 contains 4732 members 
Mstep: Class 14 contains 12037 members 
Mstep: Class 15 contains 3656 members 
Mstep: Class 16 contains 19421 members 
Mstep: Class 17 contains 10740 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 7551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337490.000000 Penalty: 41578.109375
Iteration 83Q: 21 clusters Score -2.133749e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 6502 members 
Mstep: Class 3 contains 76683 members 
Mstep: Class 4 contains 6465 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4197 members 
Mstep: Class 7 contains 6658 members 
Mstep: Class 8 contains 17619 members 
Mstep: Class 9 contains 10210 members 
Mstep: Class 10 contains 92993 members 
Mstep: Class 11 contains 57814 members 
Mstep: Class 12 contains 1913 members 
Mstep: Class 13 contains 4733 members 
Mstep: Class 14 contains 12037 members 
Mstep: Class 15 contains 3656 members 
Mstep: Class 16 contains 19425 members 
Mstep: Class 17 contains 10750 members 
Mstep: Class 18 contains 762 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337490.000000 Penalty: 41578.109375
Iteration 84Q: 21 clusters Score -2.133749e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 6507 members 
Mstep: Class 3 contains 76679 members 
Mstep: Class 4 contains 6465 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4187 members 
Mstep: Class 7 contains 6669 members 
Mstep: Class 8 contains 17634 members 
Mstep: Class 9 contains 10204 members 
Mstep: Class 10 contains 92995 members 
Mstep: Class 11 contains 57812 members 
Mstep: Class 12 contains 1913 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 12035 members 
Mstep: Class 15 contains 3656 members 
Mstep: Class 16 contains 19423 members 
Mstep: Class 17 contains 10746 members 
Mstep: Class 18 contains 757 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 7569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337534.000000 Penalty: 41578.109375
Iteration 85Q: 21 clusters Score -2.133753e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 6509 members 
Mstep: Class 3 contains 76678 members 
Mstep: Class 4 contains 6464 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4184 members 
Mstep: Class 7 contains 6675 members 
Mstep: Class 8 contains 17647 members 
Mstep: Class 9 contains 10191 members 
Mstep: Class 10 contains 92989 members 
Mstep: Class 11 contains 57814 members 
Mstep: Class 12 contains 1914 members 
Mstep: Class 13 contains 4725 members 
Mstep: Class 14 contains 12037 members 
Mstep: Class 15 contains 3658 members 
Mstep: Class 16 contains 19423 members 
Mstep: Class 17 contains 10740 members 
Mstep: Class 18 contains 754 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 7577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337508.000000 Penalty: 41578.109375
Iteration 86Q: 21 clusters Score -2.133751e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 76664 members 
Mstep: Class 4 contains 6464 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4181 members 
Mstep: Class 7 contains 6677 members 
Mstep: Class 8 contains 17663 members 
Mstep: Class 9 contains 10181 members 
Mstep: Class 10 contains 92985 members 
Mstep: Class 11 contains 57813 members 
Mstep: Class 12 contains 1918 members 
Mstep: Class 13 contains 4717 members 
Mstep: Class 14 contains 12036 members 
Mstep: Class 15 contains 3657 members 
Mstep: Class 16 contains 19437 members 
Mstep: Class 17 contains 10737 members 
Mstep: Class 18 contains 750 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 7589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337466.000000 Penalty: 41578.109375
Iteration 87Q: 21 clusters Score -2.133747e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 6516 members 
Mstep: Class 3 contains 76643 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4180 members 
Mstep: Class 7 contains 6679 members 
Mstep: Class 8 contains 17676 members 
Mstep: Class 9 contains 10173 members 
Mstep: Class 10 contains 92990 members 
Mstep: Class 11 contains 57815 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 4714 members 
Mstep: Class 14 contains 12034 members 
Mstep: Class 15 contains 3658 members 
Mstep: Class 16 contains 19443 members 
Mstep: Class 17 contains 10735 members 
Mstep: Class 18 contains 745 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 7598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337428.000000 Penalty: 41578.109375
Iteration 88Q: 21 clusters Score -2.133743e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 6520 members 
Mstep: Class 3 contains 76633 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4176 members 
Mstep: Class 7 contains 6680 members 
Mstep: Class 8 contains 17690 members 
Mstep: Class 9 contains 10164 members 
Mstep: Class 10 contains 92983 members 
Mstep: Class 11 contains 57820 members 
Mstep: Class 12 contains 1926 members 
Mstep: Class 13 contains 4713 members 
Mstep: Class 14 contains 12035 members 
Mstep: Class 15 contains 3656 members 
Mstep: Class 16 contains 19445 members 
Mstep: Class 17 contains 10730 members 
Mstep: Class 18 contains 743 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 7610 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 21 clusters Score -2.133742e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 6524 members 
Mstep: Class 3 contains 76617 members 
Mstep: Class 4 contains 6461 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4169 members 
Mstep: Class 7 contains 6679 members 
Mstep: Class 8 contains 17711 members 
Mstep: Class 9 contains 10154 members 
Mstep: Class 10 contains 92982 members 
Mstep: Class 11 contains 57826 members 
Mstep: Class 12 contains 1930 members 
Mstep: Class 13 contains 4712 members 
Mstep: Class 14 contains 12035 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 19444 members 
Mstep: Class 17 contains 10728 members 
Mstep: Class 18 contains 741 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 7620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337418.000000 Penalty: 41578.109375
Iteration 90Q: 21 clusters Score -2.133742e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 6525 members 
Mstep: Class 3 contains 76594 members 
Mstep: Class 4 contains 6460 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4165 members 
Mstep: Class 7 contains 6678 members 
Mstep: Class 8 contains 17720 members 
Mstep: Class 9 contains 10145 members 
Mstep: Class 10 contains 92979 members 
Mstep: Class 11 contains 57844 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 4710 members 
Mstep: Class 14 contains 12035 members 
Mstep: Class 15 contains 3648 members 
Mstep: Class 16 contains 19449 members 
Mstep: Class 17 contains 10726 members 
Mstep: Class 18 contains 738 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 7633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337426.000000 Penalty: 41578.109375
Iteration 91Q: 21 clusters Score -2.133743e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 6530 members 
Mstep: Class 3 contains 76579 members 
Mstep: Class 4 contains 6460 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4161 members 
Mstep: Class 7 contains 6675 members 
Mstep: Class 8 contains 17735 members 
Mstep: Class 9 contains 10140 members 
Mstep: Class 10 contains 92986 members 
Mstep: Class 11 contains 57854 members 
Mstep: Class 12 contains 1938 members 
Mstep: Class 13 contains 4707 members 
Mstep: Class 14 contains 12034 members 
Mstep: Class 15 contains 3648 members 
Mstep: Class 16 contains 19450 members 
Mstep: Class 17 contains 10718 members 
Mstep: Class 18 contains 735 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 7638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337384.000000 Penalty: 41578.109375
Iteration 92Q: 21 clusters Score -2.133738e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 6533 members 
Mstep: Class 3 contains 76555 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4159 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 17752 members 
Mstep: Class 9 contains 10134 members 
Mstep: Class 10 contains 92996 members 
Mstep: Class 11 contains 57863 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 12033 members 
Mstep: Class 15 contains 3647 members 
Mstep: Class 16 contains 19448 members 
Mstep: Class 17 contains 10713 members 
Mstep: Class 18 contains 734 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 7646 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 21 clusters Score -2.13374e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 6532 members 
Mstep: Class 3 contains 76546 members 
Mstep: Class 4 contains 6457 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4157 members 
Mstep: Class 7 contains 6669 members 
Mstep: Class 8 contains 17766 members 
Mstep: Class 9 contains 10128 members 
Mstep: Class 10 contains 92993 members 
Mstep: Class 11 contains 57876 members 
Mstep: Class 12 contains 1947 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 12033 members 
Mstep: Class 15 contains 3644 members 
Mstep: Class 16 contains 19451 members 
Mstep: Class 17 contains 10706 members 
Mstep: Class 18 contains 734 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 7652 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 94Q: 21 clusters Score -2.133739e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 6526 members 
Mstep: Class 3 contains 76533 members 
Mstep: Class 4 contains 6458 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4157 members 
Mstep: Class 7 contains 6668 members 
Mstep: Class 8 contains 17777 members 
Mstep: Class 9 contains 10122 members 
Mstep: Class 10 contains 92997 members 
Mstep: Class 11 contains 57880 members 
Mstep: Class 12 contains 1954 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 12032 members 
Mstep: Class 15 contains 3642 members 
Mstep: Class 16 contains 19455 members 
Mstep: Class 17 contains 10700 members 
Mstep: Class 18 contains 734 members 
Mstep: Class 19 contains 1511 members 
Mstep: Class 20 contains 7661 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 21 clusters Score -2.133738e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 6525 members 
Mstep: Class 3 contains 76521 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4152 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 17781 members 
Mstep: Class 9 contains 10116 members 
Mstep: Class 10 contains 92999 members 
Mstep: Class 11 contains 57890 members 
Mstep: Class 12 contains 1960 members 
Mstep: Class 13 contains 4697 members 
Mstep: Class 14 contains 12032 members 
Mstep: Class 15 contains 3637 members 
Mstep: Class 16 contains 19460 members 
Mstep: Class 17 contains 10698 members 
Mstep: Class 18 contains 734 members 
Mstep: Class 19 contains 1512 members 
Mstep: Class 20 contains 7670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337404.000000 Penalty: 41578.109375
Iteration 96Q: 21 clusters Score -2.13374e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 6524 members 
Mstep: Class 3 contains 76509 members 
Mstep: Class 4 contains 6460 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4151 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 17788 members 
Mstep: Class 9 contains 10116 members 
Mstep: Class 10 contains 92993 members 
Mstep: Class 11 contains 57896 members 
Mstep: Class 12 contains 1963 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 12031 members 
Mstep: Class 15 contains 3636 members 
Mstep: Class 16 contains 19463 members 
Mstep: Class 17 contains 10698 members 
Mstep: Class 18 contains 734 members 
Mstep: Class 19 contains 1512 members 
Mstep: Class 20 contains 7674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337402.000000 Penalty: 41578.109375
Iteration 97Q: 21 clusters Score -2.13374e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 6525 members 
Mstep: Class 3 contains 76483 members 
Mstep: Class 4 contains 6461 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4151 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 17800 members 
Mstep: Class 9 contains 10116 members 
Mstep: Class 10 contains 92989 members 
Mstep: Class 11 contains 57903 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 4692 members 
Mstep: Class 14 contains 12031 members 
Mstep: Class 15 contains 3635 members 
Mstep: Class 16 contains 19466 members 
Mstep: Class 17 contains 10695 members 
Mstep: Class 18 contains 734 members 
Mstep: Class 19 contains 1512 members 
Mstep: Class 20 contains 7678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337432.000000 Penalty: 41578.109375
Iteration 98Q: 21 clusters Score -2.133743e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 6526 members 
Mstep: Class 3 contains 76465 members 
Mstep: Class 4 contains 6461 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4151 members 
Mstep: Class 7 contains 6674 members 
Mstep: Class 8 contains 17810 members 
Mstep: Class 9 contains 10116 members 
Mstep: Class 10 contains 92990 members 
Mstep: Class 11 contains 57911 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 12028 members 
Mstep: Class 15 contains 3635 members 
Mstep: Class 16 contains 19468 members 
Mstep: Class 17 contains 10691 members 
Mstep: Class 18 contains 734 members 
Mstep: Class 19 contains 1512 members 
Mstep: Class 20 contains 7683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337434.000000 Penalty: 41578.109375
Iteration 99Q: 21 clusters Score -2.133743e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 6531 members 
Mstep: Class 3 contains 76451 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4151 members 
Mstep: Class 7 contains 6676 members 
Mstep: Class 8 contains 17820 members 
Mstep: Class 9 contains 10112 members 
Mstep: Class 10 contains 92984 members 
Mstep: Class 11 contains 57922 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 12028 members 
Mstep: Class 15 contains 3635 members 
Mstep: Class 16 contains 19474 members 
Mstep: Class 17 contains 10686 members 
Mstep: Class 18 contains 734 members 
Mstep: Class 19 contains 1512 members 
Mstep: Class 20 contains 7685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337448.000000 Penalty: 41578.109375
Iteration 100F: 21 clusters Score -2.133745e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 76435 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4150 members 
Mstep: Class 7 contains 6675 members 
Mstep: Class 8 contains 17840 members 
Mstep: Class 9 contains 10111 members 
Mstep: Class 10 contains 92976 members 
Mstep: Class 11 contains 57929 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 12029 members 
Mstep: Class 15 contains 3633 members 
Mstep: Class 16 contains 19477 members 
Mstep: Class 17 contains 10685 members 
Mstep: Class 18 contains 734 members 
Mstep: Class 19 contains 1511 members 
Mstep: Class 20 contains 7687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337456.000000 Penalty: 41578.109375
Iteration 101Q: 21 clusters Score -2.133746e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 6543 members 
Mstep: Class 3 contains 76413 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 6675 members 
Mstep: Class 8 contains 17858 members 
Mstep: Class 9 contains 10108 members 
Mstep: Class 10 contains 92980 members 
Mstep: Class 11 contains 57937 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4687 members 
Mstep: Class 14 contains 12028 members 
Mstep: Class 15 contains 3632 members 
Mstep: Class 16 contains 19478 members 
Mstep: Class 17 contains 10682 members 
Mstep: Class 18 contains 734 members 
Mstep: Class 19 contains 1511 members 
Mstep: Class 20 contains 7688 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 21 clusters Score -2.133748e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 76396 members 
Mstep: Class 4 contains 6460 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 6677 members 
Mstep: Class 8 contains 17875 members 
Mstep: Class 9 contains 10106 members 
Mstep: Class 10 contains 92979 members 
Mstep: Class 11 contains 57944 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4684 members 
Mstep: Class 14 contains 12025 members 
Mstep: Class 15 contains 3632 members 
Mstep: Class 16 contains 19480 members 
Mstep: Class 17 contains 10679 members 
Mstep: Class 18 contains 734 members 
Mstep: Class 19 contains 1511 members 
Mstep: Class 20 contains 7692 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 21 clusters Score -2.133749e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 76373 members 
Mstep: Class 4 contains 6460 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4145 members 
Mstep: Class 7 contains 6678 members 
Mstep: Class 8 contains 17884 members 
Mstep: Class 9 contains 10106 members 
Mstep: Class 10 contains 92979 members 
Mstep: Class 11 contains 57951 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4679 members 
Mstep: Class 14 contains 12024 members 
Mstep: Class 15 contains 3633 members 
Mstep: Class 16 contains 19491 members 
Mstep: Class 17 contains 10678 members 
Mstep: Class 18 contains 734 members 
Mstep: Class 19 contains 1511 members 
Mstep: Class 20 contains 7693 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 21 clusters Score -2.133745e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 76342 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4145 members 
Mstep: Class 7 contains 6678 members 
Mstep: Class 8 contains 17895 members 
Mstep: Class 9 contains 10105 members 
Mstep: Class 10 contains 92980 members 
Mstep: Class 11 contains 57956 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4676 members 
Mstep: Class 14 contains 12023 members 
Mstep: Class 15 contains 3633 members 
Mstep: Class 16 contains 19512 members 
Mstep: Class 17 contains 10677 members 
Mstep: Class 18 contains 734 members 
Mstep: Class 19 contains 1512 members 
Mstep: Class 20 contains 7694 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 21 clusters Score -2.133746e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 76321 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4145 members 
Mstep: Class 7 contains 6678 members 
Mstep: Class 8 contains 17910 members 
Mstep: Class 9 contains 10105 members 
Mstep: Class 10 contains 92969 members 
Mstep: Class 11 contains 57963 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4674 members 
Mstep: Class 14 contains 12017 members 
Mstep: Class 15 contains 3633 members 
Mstep: Class 16 contains 19530 members 
Mstep: Class 17 contains 10675 members 
Mstep: Class 18 contains 734 members 
Mstep: Class 19 contains 1513 members 
Mstep: Class 20 contains 7700 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 21 clusters Score -2.133747e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 76306 members 
Mstep: Class 4 contains 6460 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 6678 members 
Mstep: Class 8 contains 17915 members 
Mstep: Class 9 contains 10103 members 
Mstep: Class 10 contains 92967 members 
Mstep: Class 11 contains 57969 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4676 members 
Mstep: Class 14 contains 12010 members 
Mstep: Class 15 contains 3633 members 
Mstep: Class 16 contains 19544 members 
Mstep: Class 17 contains 10672 members 
Mstep: Class 18 contains 734 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 7703 members 
Entering Unmasked Estep 
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Iteration 107Q: 21 clusters Score -2.133749e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 76293 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 6679 members 
Mstep: Class 8 contains 17923 members 
Mstep: Class 9 contains 10102 members 
Mstep: Class 10 contains 92959 members 
Mstep: Class 11 contains 57981 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4677 members 
Mstep: Class 14 contains 12005 members 
Mstep: Class 15 contains 3633 members 
Mstep: Class 16 contains 19555 members 
Mstep: Class 17 contains 10667 members 
Mstep: Class 18 contains 734 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 7705 members 
Entering Unmasked Estep 
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Iteration 108Q: 21 clusters Score -2.13375e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 76270 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4136 members 
Mstep: Class 7 contains 6680 members 
Mstep: Class 8 contains 17936 members 
Mstep: Class 9 contains 10101 members 
Mstep: Class 10 contains 92954 members 
Mstep: Class 11 contains 57989 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4676 members 
Mstep: Class 14 contains 12002 members 
Mstep: Class 15 contains 3633 members 
Mstep: Class 16 contains 19558 members 
Mstep: Class 17 contains 10668 members 
Mstep: Class 18 contains 733 members 
Mstep: Class 19 contains 1517 members 
Mstep: Class 20 contains 7708 members 
Entering Unmasked Estep 
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Iteration 109Q: 21 clusters Score -2.133748e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 6562 members 
Mstep: Class 3 contains 76244 members 
Mstep: Class 4 contains 6461 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 6680 members 
Mstep: Class 8 contains 17949 members 
Mstep: Class 9 contains 10101 members 
Mstep: Class 10 contains 92945 members 
Mstep: Class 11 contains 57998 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4675 members 
Mstep: Class 14 contains 12000 members 
Mstep: Class 15 contains 3633 members 
Mstep: Class 16 contains 19566 members 
Mstep: Class 17 contains 10663 members 
Mstep: Class 18 contains 733 members 
Mstep: Class 19 contains 1517 members 
Mstep: Class 20 contains 7712 members 
Entering Unmasked Estep 
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Iteration 110Q: 21 clusters Score -2.133749e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 6564 members 
Mstep: Class 3 contains 76221 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4133 members 
Mstep: Class 7 contains 6680 members 
Mstep: Class 8 contains 17960 members 
Mstep: Class 9 contains 10102 members 
Mstep: Class 10 contains 92940 members 
Mstep: Class 11 contains 58001 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4675 members 
Mstep: Class 14 contains 11993 members 
Mstep: Class 15 contains 3633 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 10661 members 
Mstep: Class 18 contains 733 members 
Mstep: Class 19 contains 1517 members 
Mstep: Class 20 contains 7713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337534.000000 Penalty: 41578.109375
Iteration 111Q: 21 clusters Score -2.133753e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 6566 members 
Mstep: Class 3 contains 76195 members 
Mstep: Class 4 contains 6461 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4132 members 
Mstep: Class 7 contains 6681 members 
Mstep: Class 8 contains 17971 members 
Mstep: Class 9 contains 10101 members 
Mstep: Class 10 contains 92930 members 
Mstep: Class 11 contains 58003 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4676 members 
Mstep: Class 14 contains 11991 members 
Mstep: Class 15 contains 3633 members 
Mstep: Class 16 contains 19605 members 
Mstep: Class 17 contains 10655 members 
Mstep: Class 18 contains 733 members 
Mstep: Class 19 contains 1517 members 
Mstep: Class 20 contains 7714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337596.000000 Penalty: 41578.109375
Iteration 112Q: 21 clusters Score -2.13376e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 6569 members 
Mstep: Class 3 contains 76173 members 
Mstep: Class 4 contains 6464 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4130 members 
Mstep: Class 7 contains 6684 members 
Mstep: Class 8 contains 17981 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 92918 members 
Mstep: Class 11 contains 58006 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4674 members 
Mstep: Class 14 contains 11988 members 
Mstep: Class 15 contains 3633 members 
Mstep: Class 16 contains 19628 members 
Mstep: Class 17 contains 10652 members 
Mstep: Class 18 contains 733 members 
Mstep: Class 19 contains 1517 members 
Mstep: Class 20 contains 7715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337596.000000 Penalty: 41578.109375
Iteration 113Q: 21 clusters Score -2.13376e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 6569 members 
Mstep: Class 3 contains 76132 members 
Mstep: Class 4 contains 6467 members 
Mstep: Class 5 contains 1200 members 
Mstep: Class 6 contains 4128 members 
Mstep: Class 7 contains 6685 members 
Mstep: Class 8 contains 17986 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 92916 members 
Mstep: Class 11 contains 58016 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4676 members 
Mstep: Class 14 contains 11988 members 
Mstep: Class 15 contains 3633 members 
Mstep: Class 16 contains 19652 members 
Mstep: Class 17 contains 10652 members 
Mstep: Class 18 contains 733 members 
Mstep: Class 19 contains 1517 members 
Mstep: Class 20 contains 7714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337624.000000 Penalty: 41578.109375
Iteration 114Q: 21 clusters Score -2.133762e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 6571 members 
Mstep: Class 3 contains 76105 members 
Mstep: Class 4 contains 6471 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 4128 members 
Mstep: Class 7 contains 6686 members 
Mstep: Class 8 contains 17991 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 92910 members 
Mstep: Class 11 contains 58019 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4676 members 
Mstep: Class 14 contains 11986 members 
Mstep: Class 15 contains 3633 members 
Mstep: Class 16 contains 19666 members 
Mstep: Class 17 contains 10651 members 
Mstep: Class 18 contains 732 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 7718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337632.000000 Penalty: 41578.109375
Iteration 115Q: 21 clusters Score -2.133763e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 6573 members 
Mstep: Class 3 contains 76072 members 
Mstep: Class 4 contains 6474 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 4126 members 
Mstep: Class 7 contains 6686 members 
Mstep: Class 8 contains 17997 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 92907 members 
Mstep: Class 11 contains 58024 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4678 members 
Mstep: Class 14 contains 11984 members 
Mstep: Class 15 contains 3632 members 
Mstep: Class 16 contains 19689 members 
Mstep: Class 17 contains 10648 members 
Mstep: Class 18 contains 731 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 7720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337626.000000 Penalty: 41578.109375
Iteration 116Q: 21 clusters Score -2.133763e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 6572 members 
Mstep: Class 3 contains 76034 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 6686 members 
Mstep: Class 8 contains 18001 members 
Mstep: Class 9 contains 10087 members 
Mstep: Class 10 contains 92898 members 
Mstep: Class 11 contains 58038 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4680 members 
Mstep: Class 14 contains 11982 members 
Mstep: Class 15 contains 3632 members 
Mstep: Class 16 contains 19718 members 
Mstep: Class 17 contains 10644 members 
Mstep: Class 18 contains 731 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 7721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337648.000000 Penalty: 41578.109375
Iteration 117Q: 21 clusters Score -2.133765e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 6575 members 
Mstep: Class 3 contains 75991 members 
Mstep: Class 4 contains 6476 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 4125 members 
Mstep: Class 7 contains 6686 members 
Mstep: Class 8 contains 18014 members 
Mstep: Class 9 contains 10083 members 
Mstep: Class 10 contains 92888 members 
Mstep: Class 11 contains 58049 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4679 members 
Mstep: Class 14 contains 11981 members 
Mstep: Class 15 contains 3631 members 
Mstep: Class 16 contains 19751 members 
Mstep: Class 17 contains 10639 members 
Mstep: Class 18 contains 731 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 7724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337664.000000 Penalty: 41578.109375
Iteration 118Q: 21 clusters Score -2.133766e+07 nChanged 117
Entering ConstructFrom: 
Score: -21337664.000000 Penalty: 41578.109375
Entering ConstructFrom: 
Trying to split cluster 1 (17071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Entering Unmasked Estep 
Score: -1009530.125000 Penalty: 1583.584595
	Iteration 0F: 2 clusters Score -1009530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -997832.750000 Penalty: 3167.169189
	Iteration 0F: 3 clusters Score -997832.8 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1002967.125000 Penalty: 3167.169189
	Iteration 1F: 3 clusters Score -1002967 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1004284.125000 Penalty: 3167.169189
	Iteration 2F: 3 clusters Score -1004284 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1005500.187500 Penalty: 3167.169189
	Iteration 3F: 3 clusters Score -1005500 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1006379.437500 Penalty: 3167.169189
	Iteration 4F: 3 clusters Score -1006379 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1007006.937500 Penalty: 3167.169189
	Iteration 5F: 3 clusters Score -1007007 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1007472.250000 Penalty: 3167.169189
	Iteration 6Q: 3 clusters Score -1007472 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1007817.187500 Penalty: 3167.169189
	Iteration 7Q: 3 clusters Score -1007817 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1008095.937500 Penalty: 3167.169189
	Iteration 8Q: 3 clusters Score -1008096 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1008290.812500 Penalty: 3167.169189
	Iteration 9Q: 3 clusters Score -1008291 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1008422.125000 Penalty: 3167.169189
	Iteration 10Q: 3 clusters Score -1008422 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1008507.375000 Penalty: 3167.169189
	Iteration 11Q: 3 clusters Score -1008507 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1008580.187500 Penalty: 3167.169189
	Iteration 12Q: 3 clusters Score -1008580 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1008640.750000 Penalty: 3167.169189
	Iteration 13Q: 3 clusters Score -1008641 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1008700.250000 Penalty: 3167.169189
	Iteration 14Q: 3 clusters Score -1008700 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1008755.875000 Penalty: 3167.169189
	Iteration 15Q: 3 clusters Score -1008756 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1008804.062500 Penalty: 3167.169189
	Iteration 16Q: 3 clusters Score -1008804 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1008852.687500 Penalty: 3167.169189
	Iteration 17Q: 3 clusters Score -1008853 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1008887.437500 Penalty: 3167.169189
	Iteration 18Q: 3 clusters Score -1008887 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1008926.625000 Penalty: 3167.169189
	Iteration 19Q: 3 clusters Score -1008927 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1008961.062500 Penalty: 3167.169189
	Iteration 20F: 3 clusters Score -1008961 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1009001.812500 Penalty: 3167.169189
	Iteration 21Q: 3 clusters Score -1009002 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1009042.625000 Penalty: 3167.169189
	Iteration 22Q: 3 clusters Score -1009043 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1009084.437500 Penalty: 3167.169189
	Iteration 23Q: 3 clusters Score -1009084 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1009129.625000 Penalty: 3167.169189
	Iteration 24Q: 3 clusters Score -1009130 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1009175.187500 Penalty: 3167.169189
	Iteration 25Q: 3 clusters Score -1009175 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1009216.937500 Penalty: 3167.169189
	Iteration 26Q: 3 clusters Score -1009217 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1009272.625000 Penalty: 3167.169189
	Iteration 27Q: 3 clusters Score -1009273 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1009318.625000 Penalty: 3167.169189
	Iteration 28Q: 3 clusters Score -1009319 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1009378.687500 Penalty: 3167.169189
	Iteration 29Q: 3 clusters Score -1009379 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1009462.437500 Penalty: 3167.169189
	Iteration 30Q: 3 clusters Score -1009462 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1009540.937500 Penalty: 3167.169189
	Iteration 31Q: 3 clusters Score -1009541 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1009592.500000 Penalty: 3167.169189
	Iteration 32Q: 3 clusters Score -1009592 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1009635.937500 Penalty: 3167.169189
	Iteration 33Q: 3 clusters Score -1009636 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1009668.125000 Penalty: 3167.169189
	Iteration 34Q: 3 clusters Score -1009668 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1009689.875000 Penalty: 3167.169189
	Iteration 35Q: 3 clusters Score -1009690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1009706.562500 Penalty: 3167.169189
	Iteration 36Q: 3 clusters Score -1009707 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1009715.562500 Penalty: 3167.169189
	Iteration 37Q: 3 clusters Score -1009716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1009723.625000 Penalty: 3167.169189
	Iteration 38Q: 3 clusters Score -1009724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1009727.750000 Penalty: 3167.169189
	Iteration 39Q: 3 clusters Score -1009728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1009729.312500 Penalty: 3167.169189
	Iteration 40F: 3 clusters Score -1009729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1009730.562500 Penalty: 3167.169189
	Iteration 41Q: 3 clusters Score -1009731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1009730.250000 Penalty: 3167.169189
	Iteration 42Q: 3 clusters Score -1009730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1009731.187500 Penalty: 3167.169189
	Iteration 43Q: 3 clusters Score -1009731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1009737.250000 Penalty: 3167.169189
	Iteration 44Q: 3 clusters Score -1009737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1009737.687500 Penalty: 3167.169189
	Iteration 45Q: 3 clusters Score -1009738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1009737.937500 Penalty: 3167.169189
	Iteration 46Q: 3 clusters Score -1009738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1009740.375000 Penalty: 3167.169189
	Iteration 47Q: 3 clusters Score -1009740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1009740.937500 Penalty: 3167.169189
	Iteration 48Q: 3 clusters Score -1009741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1009742.250000 Penalty: 3167.169189
	Iteration 49Q: 3 clusters Score -1009742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1009742.875000 Penalty: 3167.169189
	Iteration 50Q: 3 clusters Score -1009743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1009743.000000 Penalty: 3167.169189
	Iteration 51Q: 3 clusters Score -1009743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1009742.500000 Penalty: 3167.169189
	Iteration 52Q: 3 clusters Score -1009742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1009740.687500 Penalty: 3167.169189
	Iteration 53Q: 3 clusters Score -1009741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1009743.437500 Penalty: 3167.169189
	Iteration 54Q: 3 clusters Score -1009743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1009745.812500 Penalty: 3167.169189
	Iteration 55Q: 3 clusters Score -1009746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1009745.250000 Penalty: 3167.169189
	Iteration 56Q: 3 clusters Score -1009745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1009744.500000 Penalty: 3167.169189
	Iteration 57Q: 3 clusters Score -1009744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1009745.500000 Penalty: 3167.169189
	Iteration 58Q: 3 clusters Score -1009746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1009745.187500 Penalty: 3167.169189
	Iteration 59Q: 3 clusters Score -1009745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1009746.625000 Penalty: 3167.169189
	Iteration 60F: 3 clusters Score -1009747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1009746.812500 Penalty: 3167.169189
	Iteration 61Q: 3 clusters Score -1009747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1009747.312500 Penalty: 3167.169189
	Iteration 62Q: 3 clusters Score -1009747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1009746.250000 Penalty: 3167.169189
	Iteration 63Q: 3 clusters Score -1009746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1009748.375000 Penalty: 3167.169189
	Iteration 64Q: 3 clusters Score -1009748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1009749.375000 Penalty: 3167.169189
	Iteration 65Q: 3 clusters Score -1009749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1009750.500000 Penalty: 3167.169189
	Iteration 66Q: 3 clusters Score -1009750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1009752.312500 Penalty: 3167.169189
	Iteration 67Q: 3 clusters Score -1009752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1009752.375000 Penalty: 3167.169189
	Iteration 68Q: 3 clusters Score -1009752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1009752.687500 Penalty: 3167.169189
	Iteration 69Q: 3 clusters Score -1009753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1009752.687500 Penalty: 3167.169189
	Iteration 70F: 3 clusters Score -1009753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 75949 members 
Mstep: Class 4 contains 6473 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 6686 members 
Mstep: Class 8 contains 18025 members 
Mstep: Class 9 contains 10080 members 
Mstep: Class 10 contains 92878 members 
Mstep: Class 11 contains 58061 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4680 members 
Mstep: Class 14 contains 11981 members 
Mstep: Class 15 contains 3631 members 
Mstep: Class 16 contains 19784 members 
Mstep: Class 17 contains 10635 members 
Mstep: Class 18 contains 730 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 7726 members 
Mstep: Class 21 contains 1764 members 
Entering Unmasked Estep 
Score: -21337406.000000 Penalty: 43657.015625
Splitting cluster 1 changes total score from -21337664.000000 to -21337406.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (6576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Entering Unmasked Estep 
Score: -404385.937500 Penalty: 1428.567017
	Iteration 0F: 2 clusters Score -404385.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -399439.843750 Penalty: 2857.134033
	Iteration 0F: 3 clusters Score -399439.8 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -400915.937500 Penalty: 2857.134033
	Iteration 1F: 3 clusters Score -400915.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -401178.062500 Penalty: 2857.134033
	Iteration 2F: 3 clusters Score -401178.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -401410.875000 Penalty: 2857.134033
	Iteration 3F: 3 clusters Score -401410.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -401617.593750 Penalty: 2857.134033
	Iteration 4F: 3 clusters Score -401617.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -401833.437500 Penalty: 2857.134033
	Iteration 5F: 3 clusters Score -401833.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -402043.468750 Penalty: 2857.134033
	Iteration 6Q: 3 clusters Score -402043.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -402227.406250 Penalty: 2857.134033
	Iteration 7Q: 3 clusters Score -402227.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -402387.406250 Penalty: 2857.134033
	Iteration 8Q: 3 clusters Score -402387.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -402524.625000 Penalty: 2857.134033
	Iteration 9Q: 3 clusters Score -402524.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -402659.750000 Penalty: 2857.134033
	Iteration 10Q: 3 clusters Score -402659.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -402775.343750 Penalty: 2857.134033
	Iteration 11Q: 3 clusters Score -402775.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -402892.000000 Penalty: 2857.134033
	Iteration 12Q: 3 clusters Score -402892 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -402989.562500 Penalty: 2857.134033
	Iteration 13Q: 3 clusters Score -402989.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -403056.312500 Penalty: 2857.134033
	Iteration 14Q: 3 clusters Score -403056.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -403102.562500 Penalty: 2857.134033
	Iteration 15Q: 3 clusters Score -403102.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -403136.156250 Penalty: 2857.134033
	Iteration 16Q: 3 clusters Score -403136.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -403155.843750 Penalty: 2857.134033
	Iteration 17Q: 3 clusters Score -403155.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -403174.937500 Penalty: 2857.134033
	Iteration 18Q: 3 clusters Score -403174.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -403186.406250 Penalty: 2857.134033
	Iteration 19Q: 3 clusters Score -403186.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -403197.406250 Penalty: 2857.134033
	Iteration 20F: 3 clusters Score -403197.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -403206.437500 Penalty: 2857.134033
	Iteration 21Q: 3 clusters Score -403206.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -403213.843750 Penalty: 2857.134033
	Iteration 22Q: 3 clusters Score -403213.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -403220.906250 Penalty: 2857.134033
	Iteration 23Q: 3 clusters Score -403220.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -403227.781250 Penalty: 2857.134033
	Iteration 24Q: 3 clusters Score -403227.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -403236.062500 Penalty: 2857.134033
	Iteration 25Q: 3 clusters Score -403236.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -403242.562500 Penalty: 2857.134033
	Iteration 26Q: 3 clusters Score -403242.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -403251.343750 Penalty: 2857.134033
	Iteration 27Q: 3 clusters Score -403251.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -403259.375000 Penalty: 2857.134033
	Iteration 28Q: 3 clusters Score -403259.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -403260.656250 Penalty: 2857.134033
	Iteration 29Q: 3 clusters Score -403260.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -403261.718750 Penalty: 2857.134033
	Iteration 30Q: 3 clusters Score -403261.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -403264.437500 Penalty: 2857.134033
	Iteration 31Q: 3 clusters Score -403264.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -403267.750000 Penalty: 2857.134033
	Iteration 32Q: 3 clusters Score -403267.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -403269.437500 Penalty: 2857.134033
	Iteration 33Q: 3 clusters Score -403269.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -403270.468750 Penalty: 2857.134033
	Iteration 34Q: 3 clusters Score -403270.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -403270.812500 Penalty: 2857.134033
	Iteration 35Q: 3 clusters Score -403270.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -403270.812500 Penalty: 2857.134033
	Iteration 36F: 3 clusters Score -403270.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (75949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75949 members 
Entering Unmasked Estep 
Score: -4624585.000000 Penalty: 1826.145386
	Iteration 0F: 2 clusters Score -4624585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -4573790.000000 Penalty: 3652.290771
	Iteration 0F: 3 clusters Score -4573790 nChanged 36133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -4595008.500000 Penalty: 3652.290771
	Iteration 1F: 3 clusters Score -4595008 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -4596022.500000 Penalty: 3652.290771
	Iteration 2Q: 3 clusters Score -4596022 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -4597344.500000 Penalty: 3652.290771
	Iteration 3Q: 3 clusters Score -4597344 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -4599024.500000 Penalty: 3652.290771
	Iteration 4Q: 3 clusters Score -4599024 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -4601164.000000 Penalty: 3652.290771
	Iteration 5F: 3 clusters Score -4601164 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -4603998.000000 Penalty: 3652.290771
	Iteration 6F: 3 clusters Score -4603998 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -4607354.500000 Penalty: 3652.290771
	Iteration 7F: 3 clusters Score -4607354 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -4610839.500000 Penalty: 3652.290771
	Iteration 8F: 3 clusters Score -4610840 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52178 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -4613981.000000 Penalty: 3652.290771
	Iteration 9F: 3 clusters Score -4613981 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -4616378.500000 Penalty: 3652.290771
	Iteration 10Q: 3 clusters Score -4616378 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -4617964.500000 Penalty: 3652.290771
	Iteration 11Q: 3 clusters Score -4617964 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -4619084.000000 Penalty: 3652.290771
	Iteration 12Q: 3 clusters Score -4619084 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -4619940.500000 Penalty: 3652.290771
	Iteration 13Q: 3 clusters Score -4619940 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58154 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -4620562.500000 Penalty: 3652.290771
	Iteration 14Q: 3 clusters Score -4620562 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58770 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -4620959.000000 Penalty: 3652.290771
	Iteration 15Q: 3 clusters Score -4620959 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -4621240.000000 Penalty: 3652.290771
	Iteration 16Q: 3 clusters Score -4621240 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59792 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -4621398.500000 Penalty: 3652.290771
	Iteration 17Q: 3 clusters Score -4621398 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60271 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -4621560.000000 Penalty: 3652.290771
	Iteration 18Q: 3 clusters Score -4621560 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -4621695.500000 Penalty: 3652.290771
	Iteration 19Q: 3 clusters Score -4621696 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61114 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -4621770.500000 Penalty: 3652.290771
	Iteration 20F: 3 clusters Score -4621770 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61515 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -4621860.500000 Penalty: 3652.290771
	Iteration 21Q: 3 clusters Score -4621860 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61899 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -4621966.000000 Penalty: 3652.290771
	Iteration 22Q: 3 clusters Score -4621966 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -4622002.500000 Penalty: 3652.290771
	Iteration 23Q: 3 clusters Score -4622002 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62558 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -4622071.000000 Penalty: 3652.290771
	Iteration 24Q: 3 clusters Score -4622071 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -4622107.000000 Penalty: 3652.290771
	Iteration 25Q: 3 clusters Score -4622107 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63095 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -4622122.000000 Penalty: 3652.290771
	Iteration 26Q: 3 clusters Score -4622122 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63362 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -4622163.500000 Penalty: 3652.290771
	Iteration 27Q: 3 clusters Score -4622164 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63610 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -4622182.000000 Penalty: 3652.290771
	Iteration 28Q: 3 clusters Score -4622182 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63841 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -4622219.500000 Penalty: 3652.290771
	Iteration 29Q: 3 clusters Score -4622220 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64059 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -4622252.500000 Penalty: 3652.290771
	Iteration 30Q: 3 clusters Score -4622252 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64278 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -4622281.500000 Penalty: 3652.290771
	Iteration 31Q: 3 clusters Score -4622282 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64478 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -4622317.500000 Penalty: 3652.290771
	Iteration 32Q: 3 clusters Score -4622318 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64669 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -4622339.500000 Penalty: 3652.290771
	Iteration 33Q: 3 clusters Score -4622340 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64868 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -4622382.000000 Penalty: 3652.290771
	Iteration 34Q: 3 clusters Score -4622382 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65060 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -4622398.000000 Penalty: 3652.290771
	Iteration 35Q: 3 clusters Score -4622398 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65243 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -4622419.500000 Penalty: 3652.290771
	Iteration 36Q: 3 clusters Score -4622420 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65427 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -4622426.000000 Penalty: 3652.290771
	Iteration 37Q: 3 clusters Score -4622426 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65611 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -4622459.000000 Penalty: 3652.290771
	Iteration 38Q: 3 clusters Score -4622459 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65801 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -4622484.500000 Penalty: 3652.290771
	Iteration 39Q: 3 clusters Score -4622484 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65985 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -4622514.000000 Penalty: 3652.290771
	Iteration 40F: 3 clusters Score -4622514 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66161 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -4622529.000000 Penalty: 3652.290771
	Iteration 41Q: 3 clusters Score -4622529 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66315 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -4622539.000000 Penalty: 3652.290771
	Iteration 42Q: 3 clusters Score -4622539 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66471 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -4622559.500000 Penalty: 3652.290771
	Iteration 43Q: 3 clusters Score -4622560 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66623 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -4622586.000000 Penalty: 3652.290771
	Iteration 44Q: 3 clusters Score -4622586 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66775 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -4622589.500000 Penalty: 3652.290771
	Iteration 45Q: 3 clusters Score -4622590 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4622593 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67095 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4622633 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67246 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4622644 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67424 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4622667 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67561 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4622664 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67688 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4622694 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67816 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4622706 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67972 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4622726 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68119 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4622735 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68282 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4622761 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68430 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4622804 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -4622840.500000 Penalty: 3652.290771
	Iteration 57Q: 3 clusters Score -4622840 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68749 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4622844 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68898 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -4622883.000000 Penalty: 3652.290771
	Iteration 59Q: 3 clusters Score -4622883 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69043 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -4622899.500000 Penalty: 3652.290771
	Iteration 60F: 3 clusters Score -4622900 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69182 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -4622923.000000 Penalty: 3652.290771
	Iteration 61Q: 3 clusters Score -4622923 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69329 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -4622918.500000 Penalty: 3652.290771
	Iteration 62Q: 3 clusters Score -4622918 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69475 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -4622958.500000 Penalty: 3652.290771
	Iteration 63Q: 3 clusters Score -4622958 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69617 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4622962 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69764 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4622988 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69898 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -4623010.000000 Penalty: 3652.290771
	Iteration 66Q: 3 clusters Score -4623010 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70024 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -4623017.000000 Penalty: 3652.290771
	Iteration 67Q: 3 clusters Score -4623017 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70159 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -4623022.000000 Penalty: 3652.290771
	Iteration 68Q: 3 clusters Score -4623022 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70299 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -4623045.500000 Penalty: 3652.290771
	Iteration 69Q: 3 clusters Score -4623046 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70432 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -4623071.500000 Penalty: 3652.290771
	Iteration 70Q: 3 clusters Score -4623072 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70555 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -4623086.000000 Penalty: 3652.290771
	Iteration 71Q: 3 clusters Score -4623086 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70665 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -4623100.000000 Penalty: 3652.290771
	Iteration 72Q: 3 clusters Score -4623100 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70752 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -4623122.000000 Penalty: 3652.290771
	Iteration 73Q: 3 clusters Score -4623122 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70840 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -4623132.000000 Penalty: 3652.290771
	Iteration 74Q: 3 clusters Score -4623132 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70929 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -4623152.500000 Penalty: 3652.290771
	Iteration 75Q: 3 clusters Score -4623152 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71002 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -4623181.000000 Penalty: 3652.290771
	Iteration 76Q: 3 clusters Score -4623181 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71080 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4623179 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71156 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -4623193.500000 Penalty: 3652.290771
	Iteration 78Q: 3 clusters Score -4623194 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71230 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4623192 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71304 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -4623216.000000 Penalty: 3652.290771
	Iteration 80F: 3 clusters Score -4623216 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71375 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -4623222.000000 Penalty: 3652.290771
	Iteration 81Q: 3 clusters Score -4623222 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71431 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -4623230.000000 Penalty: 3652.290771
	Iteration 82Q: 3 clusters Score -4623230 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71487 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4623230 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71547 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -4623239.500000 Penalty: 3652.290771
	Iteration 84Q: 3 clusters Score -4623240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71596 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -4623249.000000 Penalty: 3652.290771
	Iteration 85Q: 3 clusters Score -4623249 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71645 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -4623253.000000 Penalty: 3652.290771
	Iteration 86Q: 3 clusters Score -4623253 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71696 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -4623256.500000 Penalty: 3652.290771
	Iteration 87Q: 3 clusters Score -4623256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71747 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -4623255.500000 Penalty: 3652.290771
	Iteration 88Q: 3 clusters Score -4623256 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71813 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -4623251.500000 Penalty: 3652.290771
	Iteration 89Q: 3 clusters Score -4623252 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71888 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -4623269.500000 Penalty: 3652.290771
	Iteration 90Q: 3 clusters Score -4623270 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71961 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -4623294.000000 Penalty: 3652.290771
	Iteration 91Q: 3 clusters Score -4623294 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72022 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -4623300.000000 Penalty: 3652.290771
	Iteration 92Q: 3 clusters Score -4623300 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72080 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -4623317.500000 Penalty: 3652.290771
	Iteration 93Q: 3 clusters Score -4623318 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72133 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -4623318.500000 Penalty: 3652.290771
	Iteration 94Q: 3 clusters Score -4623318 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72195 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -4623319.500000 Penalty: 3652.290771
	Iteration 95Q: 3 clusters Score -4623320 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72242 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -4623321.500000 Penalty: 3652.290771
	Iteration 96Q: 3 clusters Score -4623322 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72285 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -4623331.000000 Penalty: 3652.290771
	Iteration 97Q: 3 clusters Score -4623331 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72320 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -4623345.500000 Penalty: 3652.290771
	Iteration 98Q: 3 clusters Score -4623346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72357 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -4623350.000000 Penalty: 3652.290771
	Iteration 99Q: 3 clusters Score -4623350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72385 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -4623346.000000 Penalty: 3652.290771
	Iteration 100F: 3 clusters Score -4623346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72417 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -4623357.500000 Penalty: 3652.290771
	Iteration 101Q: 3 clusters Score -4623358 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72453 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -4623358.000000 Penalty: 3652.290771
	Iteration 102Q: 3 clusters Score -4623358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72492 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -4623363.000000 Penalty: 3652.290771
	Iteration 103Q: 3 clusters Score -4623363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72519 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -4623368.500000 Penalty: 3652.290771
	Iteration 104Q: 3 clusters Score -4623368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72550 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -4623377.000000 Penalty: 3652.290771
	Iteration 105Q: 3 clusters Score -4623377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72579 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -4623380.500000 Penalty: 3652.290771
	Iteration 106Q: 3 clusters Score -4623380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72608 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -4623382.000000 Penalty: 3652.290771
	Iteration 107Q: 3 clusters Score -4623382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72630 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -4623378.500000 Penalty: 3652.290771
	Iteration 108Q: 3 clusters Score -4623378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72648 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -4623383.500000 Penalty: 3652.290771
	Iteration 109Q: 3 clusters Score -4623384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72666 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -4623392.500000 Penalty: 3652.290771
	Iteration 110Q: 3 clusters Score -4623392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72685 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -4623395.000000 Penalty: 3652.290771
	Iteration 111Q: 3 clusters Score -4623395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72709 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -4623398.000000 Penalty: 3652.290771
	Iteration 112Q: 3 clusters Score -4623398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72734 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -4623405.000000 Penalty: 3652.290771
	Iteration 113Q: 3 clusters Score -4623405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72761 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -4623410.000000 Penalty: 3652.290771
	Iteration 114Q: 3 clusters Score -4623410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72777 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -4623417.000000 Penalty: 3652.290771
	Iteration 115Q: 3 clusters Score -4623417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72790 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -4623414.500000 Penalty: 3652.290771
	Iteration 116Q: 3 clusters Score -4623414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72807 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -4623414.500000 Penalty: 3652.290771
	Iteration 117Q: 3 clusters Score -4623414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72828 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -4623426.000000 Penalty: 3652.290771
	Iteration 118Q: 3 clusters Score -4623426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72846 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -4623426.000000 Penalty: 3652.290771
	Iteration 119Q: 3 clusters Score -4623426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72868 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -4623428.000000 Penalty: 3652.290771
	Iteration 120F: 3 clusters Score -4623428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72884 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -4623428.500000 Penalty: 3652.290771
	Iteration 121Q: 3 clusters Score -4623428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72898 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -4623437.000000 Penalty: 3652.290771
	Iteration 122Q: 3 clusters Score -4623437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72912 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -4623432.000000 Penalty: 3652.290771
	Iteration 123Q: 3 clusters Score -4623432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72918 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4623432.000000 Penalty: 3652.290771
	Iteration 124Q: 3 clusters Score -4623432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72928 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -4623434.500000 Penalty: 3652.290771
	Iteration 125Q: 3 clusters Score -4623434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72938 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -4623436.500000 Penalty: 3652.290771
	Iteration 126Q: 3 clusters Score -4623436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72946 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -4623431.500000 Penalty: 3652.290771
	Iteration 127Q: 3 clusters Score -4623432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72951 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -4623431.500000 Penalty: 3652.290771
	Iteration 128Q: 3 clusters Score -4623432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72953 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -4623430.500000 Penalty: 3652.290771
	Iteration 129Q: 3 clusters Score -4623430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72953 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -4623430.500000 Penalty: 3652.290771
	Iteration 130F: 3 clusters Score -4623430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Entering Unmasked Estep 
Score: -372081.218750 Penalty: 1426.001709
	Iteration 0F: 2 clusters Score -372081.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -367142.437500 Penalty: 2852.003418
	Iteration 0F: 3 clusters Score -367142.4 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -368707.375000 Penalty: 2852.003418
	Iteration 1F: 3 clusters Score -368707.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -369173.656250 Penalty: 2852.003418
	Iteration 2F: 3 clusters Score -369173.7 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -369648.156250 Penalty: 2852.003418
	Iteration 3F: 3 clusters Score -369648.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -370141.187500 Penalty: 2852.003418
	Iteration 4F: 3 clusters Score -370141.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -370565.937500 Penalty: 2852.003418
	Iteration 5F: 3 clusters Score -370565.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -370917.156250 Penalty: 2852.003418
	Iteration 6F: 3 clusters Score -370917.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -371180.500000 Penalty: 2852.003418
	Iteration 7Q: 3 clusters Score -371180.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -371399.000000 Penalty: 2852.003418
	Iteration 8Q: 3 clusters Score -371399 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -371523.718750 Penalty: 2852.003418
	Iteration 9Q: 3 clusters Score -371523.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -371582.875000 Penalty: 2852.003418
	Iteration 10Q: 3 clusters Score -371582.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -371613.343750 Penalty: 2852.003418
	Iteration 11Q: 3 clusters Score -371613.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -371637.625000 Penalty: 2852.003418
	Iteration 12Q: 3 clusters Score -371637.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -371653.156250 Penalty: 2852.003418
	Iteration 13Q: 3 clusters Score -371653.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -371663.093750 Penalty: 2852.003418
	Iteration 14Q: 3 clusters Score -371663.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -371671.500000 Penalty: 2852.003418
	Iteration 15Q: 3 clusters Score -371671.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -371676.968750 Penalty: 2852.003418
	Iteration 16Q: 3 clusters Score -371677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -371678.875000 Penalty: 2852.003418
	Iteration 17Q: 3 clusters Score -371678.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -371680.187500 Penalty: 2852.003418
	Iteration 18Q: 3 clusters Score -371680.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -371680.968750 Penalty: 2852.003418
	Iteration 19Q: 3 clusters Score -371681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -371680.968750 Penalty: 2852.003418
	Iteration 20F: 3 clusters Score -371681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Entering Unmasked Estep 
Score: -73898.531250 Penalty: 1152.272827
	Iteration 0F: 2 clusters Score -73898.53 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 590 members 
Entering Unmasked Estep 
Score: -72318.906250 Penalty: 2304.545654
	Iteration 0F: 3 clusters Score -72318.91 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -72604.562500 Penalty: 2304.545654
	Iteration 1F: 3 clusters Score -72604.56 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -72668.398438 Penalty: 2304.545654
	Iteration 2F: 3 clusters Score -72668.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -72698.523438 Penalty: 2304.545654
	Iteration 3Q: 3 clusters Score -72698.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -72718.757812 Penalty: 2304.545654
	Iteration 4Q: 3 clusters Score -72718.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -72731.945312 Penalty: 2304.545654
	Iteration 5Q: 3 clusters Score -72731.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -72744.109375 Penalty: 2304.545654
	Iteration 6Q: 3 clusters Score -72744.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -72762.179688 Penalty: 2304.545654
	Iteration 7Q: 3 clusters Score -72762.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -72769.218750 Penalty: 2304.545654
	Iteration 8Q: 3 clusters Score -72769.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -72775.367188 Penalty: 2304.545654
	Iteration 9Q: 3 clusters Score -72775.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -72779.875000 Penalty: 2304.545654
	Iteration 10Q: 3 clusters Score -72779.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -72782.718750 Penalty: 2304.545654
	Iteration 11Q: 3 clusters Score -72782.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -72783.882812 Penalty: 2304.545654
	Iteration 12Q: 3 clusters Score -72783.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -72786.921875 Penalty: 2304.545654
	Iteration 13Q: 3 clusters Score -72786.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -72789.734375 Penalty: 2304.545654
	Iteration 14Q: 3 clusters Score -72789.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -72791.039062 Penalty: 2304.545654
	Iteration 15Q: 3 clusters Score -72791.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -72791.343750 Penalty: 2304.545654
	Iteration 16Q: 3 clusters Score -72791.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -72792.515625 Penalty: 2304.545654
	Iteration 17Q: 3 clusters Score -72792.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -72795.632812 Penalty: 2304.545654
	Iteration 18Q: 3 clusters Score -72795.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -72801.765625 Penalty: 2304.545654
	Iteration 19Q: 3 clusters Score -72801.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -72808.601562 Penalty: 2304.545654
	Iteration 20F: 3 clusters Score -72808.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -72813.171875 Penalty: 2304.545654
	Iteration 21Q: 3 clusters Score -72813.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -72821.359375 Penalty: 2304.545654
	Iteration 22Q: 3 clusters Score -72821.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -72828.117188 Penalty: 2304.545654
	Iteration 23Q: 3 clusters Score -72828.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -72831.179688 Penalty: 2304.545654
	Iteration 24Q: 3 clusters Score -72831.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -72832.953125 Penalty: 2304.545654
	Iteration 25Q: 3 clusters Score -72832.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -72835.210938 Penalty: 2304.545654
	Iteration 26Q: 3 clusters Score -72835.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -72836.687500 Penalty: 2304.545654
	Iteration 27Q: 3 clusters Score -72836.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -72836.687500 Penalty: 2304.545654
	Iteration 28F: 3 clusters Score -72836.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Entering Unmasked Estep 
Score: -239050.062500 Penalty: 1352.744141
	Iteration 0F: 2 clusters Score -239050.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -235619.359375 Penalty: 2705.488281
	Iteration 0F: 3 clusters Score -235619.4 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -236562.109375 Penalty: 2705.488281
	Iteration 1F: 3 clusters Score -236562.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -236754.109375 Penalty: 2705.488281
	Iteration 2F: 3 clusters Score -236754.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -236926.328125 Penalty: 2705.488281
	Iteration 3F: 3 clusters Score -236926.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -237084.328125 Penalty: 2705.488281
	Iteration 4F: 3 clusters Score -237084.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -237191.906250 Penalty: 2705.488281
	Iteration 5Q: 3 clusters Score -237191.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -237275.015625 Penalty: 2705.488281
	Iteration 6Q: 3 clusters Score -237275 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -237354.109375 Penalty: 2705.488281
	Iteration 7Q: 3 clusters Score -237354.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -237446.000000 Penalty: 2705.488281
	Iteration 8Q: 3 clusters Score -237446 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -237529.984375 Penalty: 2705.488281
	Iteration 9Q: 3 clusters Score -237530 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -237600.296875 Penalty: 2705.488281
	Iteration 10Q: 3 clusters Score -237600.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -237676.203125 Penalty: 2705.488281
	Iteration 11Q: 3 clusters Score -237676.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -237749.750000 Penalty: 2705.488281
	Iteration 12Q: 3 clusters Score -237749.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -237801.203125 Penalty: 2705.488281
	Iteration 13Q: 3 clusters Score -237801.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -237837.156250 Penalty: 2705.488281
	Iteration 14Q: 3 clusters Score -237837.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -237868.234375 Penalty: 2705.488281
	Iteration 15Q: 3 clusters Score -237868.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -237897.890625 Penalty: 2705.488281
	Iteration 16Q: 3 clusters Score -237897.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -237918.703125 Penalty: 2705.488281
	Iteration 17Q: 3 clusters Score -237918.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -237931.890625 Penalty: 2705.488281
	Iteration 18Q: 3 clusters Score -237931.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -237944.125000 Penalty: 2705.488281
	Iteration 19Q: 3 clusters Score -237944.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -237955.546875 Penalty: 2705.488281
	Iteration 20F: 3 clusters Score -237955.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -237965.515625 Penalty: 2705.488281
	Iteration 21Q: 3 clusters Score -237965.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -237976.343750 Penalty: 2705.488281
	Iteration 22Q: 3 clusters Score -237976.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -237990.062500 Penalty: 2705.488281
	Iteration 23Q: 3 clusters Score -237990.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -238001.015625 Penalty: 2705.488281
	Iteration 24Q: 3 clusters Score -238001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -238011.406250 Penalty: 2705.488281
	Iteration 25Q: 3 clusters Score -238011.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -238018.203125 Penalty: 2705.488281
	Iteration 26Q: 3 clusters Score -238018.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -238023.765625 Penalty: 2705.488281
	Iteration 27Q: 3 clusters Score -238023.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -238031.562500 Penalty: 2705.488281
	Iteration 28Q: 3 clusters Score -238031.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -238035.375000 Penalty: 2705.488281
	Iteration 29Q: 3 clusters Score -238035.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -238042.250000 Penalty: 2705.488281
	Iteration 30Q: 3 clusters Score -238042.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -238048.171875 Penalty: 2705.488281
	Iteration 31Q: 3 clusters Score -238048.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -238054.015625 Penalty: 2705.488281
	Iteration 32Q: 3 clusters Score -238054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -238061.328125 Penalty: 2705.488281
	Iteration 33Q: 3 clusters Score -238061.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -238067.343750 Penalty: 2705.488281
	Iteration 34Q: 3 clusters Score -238067.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -238069.312500 Penalty: 2705.488281
	Iteration 35Q: 3 clusters Score -238069.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -238072.171875 Penalty: 2705.488281
	Iteration 36Q: 3 clusters Score -238072.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -238075.671875 Penalty: 2705.488281
	Iteration 37Q: 3 clusters Score -238075.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -238076.875000 Penalty: 2705.488281
	Iteration 38Q: 3 clusters Score -238076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -238077.093750 Penalty: 2705.488281
	Iteration 39Q: 3 clusters Score -238077.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -238078.156250 Penalty: 2705.488281
	Iteration 40F: 3 clusters Score -238078.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -238078.671875 Penalty: 2705.488281
	Iteration 41Q: 3 clusters Score -238078.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -238079.437500 Penalty: 2705.488281
	Iteration 42Q: 3 clusters Score -238079.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -238079.437500 Penalty: 2705.488281
	Iteration 43F: 3 clusters Score -238079.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Entering Unmasked Estep 
Score: -406906.812500 Penalty: 1431.262695
	Iteration 0F: 2 clusters Score -406906.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -401829.718750 Penalty: 2862.525391
	Iteration 0F: 3 clusters Score -401829.7 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -403327.218750 Penalty: 2862.525391
	Iteration 1F: 3 clusters Score -403327.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -403567.375000 Penalty: 2862.525391
	Iteration 2F: 3 clusters Score -403567.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -403803.562500 Penalty: 2862.525391
	Iteration 3F: 3 clusters Score -403803.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -404022.937500 Penalty: 2862.525391
	Iteration 4F: 3 clusters Score -404022.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -404218.750000 Penalty: 2862.525391
	Iteration 5Q: 3 clusters Score -404218.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -404439.343750 Penalty: 2862.525391
	Iteration 6Q: 3 clusters Score -404439.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -404654.343750 Penalty: 2862.525391
	Iteration 7Q: 3 clusters Score -404654.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -404883.875000 Penalty: 2862.525391
	Iteration 8Q: 3 clusters Score -404883.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -405060.125000 Penalty: 2862.525391
	Iteration 9Q: 3 clusters Score -405060.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -405196.843750 Penalty: 2862.525391
	Iteration 10Q: 3 clusters Score -405196.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -405284.343750 Penalty: 2862.525391
	Iteration 11Q: 3 clusters Score -405284.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -405343.531250 Penalty: 2862.525391
	Iteration 12Q: 3 clusters Score -405343.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -405399.125000 Penalty: 2862.525391
	Iteration 13Q: 3 clusters Score -405399.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -405455.968750 Penalty: 2862.525391
	Iteration 14Q: 3 clusters Score -405456 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -405499.437500 Penalty: 2862.525391
	Iteration 15Q: 3 clusters Score -405499.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -405541.625000 Penalty: 2862.525391
	Iteration 16Q: 3 clusters Score -405541.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -405582.750000 Penalty: 2862.525391
	Iteration 17Q: 3 clusters Score -405582.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -405618.187500 Penalty: 2862.525391
	Iteration 18Q: 3 clusters Score -405618.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -405656.531250 Penalty: 2862.525391
	Iteration 19Q: 3 clusters Score -405656.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -405689.593750 Penalty: 2862.525391
	Iteration 20F: 3 clusters Score -405689.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -405727.968750 Penalty: 2862.525391
	Iteration 21Q: 3 clusters Score -405728 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -405781.875000 Penalty: 2862.525391
	Iteration 22Q: 3 clusters Score -405781.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -405836.437500 Penalty: 2862.525391
	Iteration 23Q: 3 clusters Score -405836.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -405887.781250 Penalty: 2862.525391
	Iteration 24Q: 3 clusters Score -405887.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -405948.125000 Penalty: 2862.525391
	Iteration 25Q: 3 clusters Score -405948.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -406052.656250 Penalty: 2862.525391
	Iteration 26Q: 3 clusters Score -406052.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -406175.562500 Penalty: 2862.525391
	Iteration 27Q: 3 clusters Score -406175.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -406288.156250 Penalty: 2862.525391
	Iteration 28Q: 3 clusters Score -406288.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -406369.500000 Penalty: 2862.525391
	Iteration 29Q: 3 clusters Score -406369.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -406419.093750 Penalty: 2862.525391
	Iteration 30Q: 3 clusters Score -406419.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -406450.437500 Penalty: 2862.525391
	Iteration 31Q: 3 clusters Score -406450.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -406467.531250 Penalty: 2862.525391
	Iteration 32Q: 3 clusters Score -406467.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -406475.187500 Penalty: 2862.525391
	Iteration 33Q: 3 clusters Score -406475.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -406482.406250 Penalty: 2862.525391
	Iteration 34Q: 3 clusters Score -406482.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -406487.093750 Penalty: 2862.525391
	Iteration 35Q: 3 clusters Score -406487.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -406489.375000 Penalty: 2862.525391
	Iteration 36Q: 3 clusters Score -406489.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -406491.812500 Penalty: 2862.525391
	Iteration 37Q: 3 clusters Score -406491.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -406492.625000 Penalty: 2862.525391
	Iteration 38Q: 3 clusters Score -406492.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -406492.656250 Penalty: 2862.525391
	Iteration 39Q: 3 clusters Score -406492.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -406492.656250 Penalty: 2862.525391
	Iteration 40F: 3 clusters Score -406492.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Entering Unmasked Estep 
Score: -1101528.375000 Penalty: 1592.421143
	Iteration 0F: 2 clusters Score -1101528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1089123.750000 Penalty: 3184.842285
	Iteration 0F: 3 clusters Score -1089124 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1093761.750000 Penalty: 3184.842285
	Iteration 1F: 3 clusters Score -1093762 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1094233.250000 Penalty: 3184.842285
	Iteration 2F: 3 clusters Score -1094233 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1094725.125000 Penalty: 3184.842285
	Iteration 3F: 3 clusters Score -1094725 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1095226.500000 Penalty: 3184.842285
	Iteration 4F: 3 clusters Score -1095226 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1095750.375000 Penalty: 3184.842285
	Iteration 5Q: 3 clusters Score -1095750 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1096375.750000 Penalty: 3184.842285
	Iteration 6F: 3 clusters Score -1096376 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1097090.125000 Penalty: 3184.842285
	Iteration 7F: 3 clusters Score -1097090 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1097754.125000 Penalty: 3184.842285
	Iteration 8Q: 3 clusters Score -1097754 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1098325.125000 Penalty: 3184.842285
	Iteration 9Q: 3 clusters Score -1098325 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1098772.375000 Penalty: 3184.842285
	Iteration 10Q: 3 clusters Score -1098772 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1099074.875000 Penalty: 3184.842285
	Iteration 11Q: 3 clusters Score -1099075 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1099277.250000 Penalty: 3184.842285
	Iteration 12Q: 3 clusters Score -1099277 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1099419.250000 Penalty: 3184.842285
	Iteration 13Q: 3 clusters Score -1099419 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1099570.125000 Penalty: 3184.842285
	Iteration 14Q: 3 clusters Score -1099570 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1099706.125000 Penalty: 3184.842285
	Iteration 15Q: 3 clusters Score -1099706 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1099820.375000 Penalty: 3184.842285
	Iteration 16Q: 3 clusters Score -1099820 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1099915.500000 Penalty: 3184.842285
	Iteration 17Q: 3 clusters Score -1099916 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -1100000.875000 Penalty: 3184.842285
	Iteration 18Q: 3 clusters Score -1100001 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -1100087.750000 Penalty: 3184.842285
	Iteration 19Q: 3 clusters Score -1100088 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -1100160.250000 Penalty: 3184.842285
	Iteration 20F: 3 clusters Score -1100160 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -1100222.125000 Penalty: 3184.842285
	Iteration 21Q: 3 clusters Score -1100222 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -1100270.000000 Penalty: 3184.842285
	Iteration 22Q: 3 clusters Score -1100270 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -1100306.000000 Penalty: 3184.842285
	Iteration 23Q: 3 clusters Score -1100306 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -1100332.625000 Penalty: 3184.842285
	Iteration 24Q: 3 clusters Score -1100333 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -1100344.375000 Penalty: 3184.842285
	Iteration 25Q: 3 clusters Score -1100344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -1100350.625000 Penalty: 3184.842285
	Iteration 26Q: 3 clusters Score -1100351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -1100355.875000 Penalty: 3184.842285
	Iteration 27Q: 3 clusters Score -1100356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -1100356.625000 Penalty: 3184.842285
	Iteration 28Q: 3 clusters Score -1100357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -1100357.000000 Penalty: 3184.842285
	Iteration 29Q: 3 clusters Score -1100357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -1100358.000000 Penalty: 3184.842285
	Iteration 30Q: 3 clusters Score -1100358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -1100358.000000 Penalty: 3184.842285
	Iteration 31F: 3 clusters Score -1100358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Entering Unmasked Estep 
Score: -599410.125000 Penalty: 1497.975098
	Iteration 0F: 2 clusters Score -599410.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -592160.125000 Penalty: 2995.950195
	Iteration 0F: 3 clusters Score -592160.1 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -594571.750000 Penalty: 2995.950195
	Iteration 1F: 3 clusters Score -594571.8 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -594992.500000 Penalty: 2995.950195
	Iteration 2F: 3 clusters Score -594992.5 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -595395.687500 Penalty: 2995.950195
	Iteration 3F: 3 clusters Score -595395.7 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -595784.500000 Penalty: 2995.950195
	Iteration 4F: 3 clusters Score -595784.5 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -596197.750000 Penalty: 2995.950195
	Iteration 5F: 3 clusters Score -596197.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -596616.375000 Penalty: 2995.950195
	Iteration 6F: 3 clusters Score -596616.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -596973.000000 Penalty: 2995.950195
	Iteration 7F: 3 clusters Score -596973 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -597323.125000 Penalty: 2995.950195
	Iteration 8Q: 3 clusters Score -597323.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -597614.500000 Penalty: 2995.950195
	Iteration 9Q: 3 clusters Score -597614.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -597805.000000 Penalty: 2995.950195
	Iteration 10Q: 3 clusters Score -597805 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -597927.312500 Penalty: 2995.950195
	Iteration 11Q: 3 clusters Score -597927.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -597993.812500 Penalty: 2995.950195
	Iteration 12Q: 3 clusters Score -597993.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -598037.625000 Penalty: 2995.950195
	Iteration 13Q: 3 clusters Score -598037.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -598073.625000 Penalty: 2995.950195
	Iteration 14Q: 3 clusters Score -598073.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -598097.000000 Penalty: 2995.950195
	Iteration 15Q: 3 clusters Score -598097 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -598118.875000 Penalty: 2995.950195
	Iteration 16Q: 3 clusters Score -598118.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -598138.375000 Penalty: 2995.950195
	Iteration 17Q: 3 clusters Score -598138.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -598149.312500 Penalty: 2995.950195
	Iteration 18Q: 3 clusters Score -598149.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -598158.687500 Penalty: 2995.950195
	Iteration 19Q: 3 clusters Score -598158.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -598162.937500 Penalty: 2995.950195
	Iteration 20F: 3 clusters Score -598162.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -598167.062500 Penalty: 2995.950195
	Iteration 21Q: 3 clusters Score -598167.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -598172.000000 Penalty: 2995.950195
	Iteration 22Q: 3 clusters Score -598172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -598176.000000 Penalty: 2995.950195
	Iteration 23Q: 3 clusters Score -598176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -598183.312500 Penalty: 2995.950195
	Iteration 24Q: 3 clusters Score -598183.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -598189.687500 Penalty: 2995.950195
	Iteration 25Q: 3 clusters Score -598189.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -598196.062500 Penalty: 2995.950195
	Iteration 26Q: 3 clusters Score -598196.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -598204.937500 Penalty: 2995.950195
	Iteration 27Q: 3 clusters Score -598204.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -598212.250000 Penalty: 2995.950195
	Iteration 28Q: 3 clusters Score -598212.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -598218.812500 Penalty: 2995.950195
	Iteration 29Q: 3 clusters Score -598218.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -598225.750000 Penalty: 2995.950195
	Iteration 30Q: 3 clusters Score -598225.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -598231.687500 Penalty: 2995.950195
	Iteration 31Q: 3 clusters Score -598231.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -598238.437500 Penalty: 2995.950195
	Iteration 32Q: 3 clusters Score -598238.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -598246.875000 Penalty: 2995.950195
	Iteration 33Q: 3 clusters Score -598246.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -598257.062500 Penalty: 2995.950195
	Iteration 34Q: 3 clusters Score -598257.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -598266.125000 Penalty: 2995.950195
	Iteration 35Q: 3 clusters Score -598266.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -598275.062500 Penalty: 2995.950195
	Iteration 36Q: 3 clusters Score -598275.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -598286.562500 Penalty: 2995.950195
	Iteration 37Q: 3 clusters Score -598286.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -598296.437500 Penalty: 2995.950195
	Iteration 38Q: 3 clusters Score -598296.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -598305.187500 Penalty: 2995.950195
	Iteration 39Q: 3 clusters Score -598305.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -598312.437500 Penalty: 2995.950195
	Iteration 40F: 3 clusters Score -598312.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -598322.625000 Penalty: 2995.950195
	Iteration 41Q: 3 clusters Score -598322.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -598333.500000 Penalty: 2995.950195
	Iteration 42Q: 3 clusters Score -598333.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -598341.812500 Penalty: 2995.950195
	Iteration 43Q: 3 clusters Score -598341.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -598352.625000 Penalty: 2995.950195
	Iteration 44Q: 3 clusters Score -598352.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -598362.437500 Penalty: 2995.950195
	Iteration 45Q: 3 clusters Score -598362.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -598375.187500 Penalty: 2995.950195
	Iteration 46Q: 3 clusters Score -598375.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -598380.687500 Penalty: 2995.950195
	Iteration 47Q: 3 clusters Score -598380.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -598389.125000 Penalty: 2995.950195
	Iteration 48Q: 3 clusters Score -598389.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -598395.812500 Penalty: 2995.950195
	Iteration 49Q: 3 clusters Score -598395.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -598401.437500 Penalty: 2995.950195
	Iteration 50Q: 3 clusters Score -598401.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -598403.250000 Penalty: 2995.950195
	Iteration 51Q: 3 clusters Score -598403.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -598408.437500 Penalty: 2995.950195
	Iteration 52Q: 3 clusters Score -598408.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -598412.625000 Penalty: 2995.950195
	Iteration 53Q: 3 clusters Score -598412.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -598418.250000 Penalty: 2995.950195
	Iteration 54Q: 3 clusters Score -598418.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -598423.187500 Penalty: 2995.950195
	Iteration 55Q: 3 clusters Score -598423.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -598431.687500 Penalty: 2995.950195
	Iteration 56Q: 3 clusters Score -598431.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -598436.937500 Penalty: 2995.950195
	Iteration 57Q: 3 clusters Score -598436.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -598444.312500 Penalty: 2995.950195
	Iteration 58Q: 3 clusters Score -598444.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -598446.812500 Penalty: 2995.950195
	Iteration 59Q: 3 clusters Score -598446.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -598451.312500 Penalty: 2995.950195
	Iteration 60F: 3 clusters Score -598451.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -598457.375000 Penalty: 2995.950195
	Iteration 61Q: 3 clusters Score -598457.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -598459.750000 Penalty: 2995.950195
	Iteration 62Q: 3 clusters Score -598459.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -598462.000000 Penalty: 2995.950195
	Iteration 63Q: 3 clusters Score -598462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -598463.437500 Penalty: 2995.950195
	Iteration 64Q: 3 clusters Score -598463.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -598469.437500 Penalty: 2995.950195
	Iteration 65Q: 3 clusters Score -598469.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -598473.937500 Penalty: 2995.950195
	Iteration 66Q: 3 clusters Score -598473.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -598482.250000 Penalty: 2995.950195
	Iteration 67Q: 3 clusters Score -598482.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -598488.500000 Penalty: 2995.950195
	Iteration 68Q: 3 clusters Score -598488.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -598498.375000 Penalty: 2995.950195
	Iteration 69Q: 3 clusters Score -598498.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -598506.625000 Penalty: 2995.950195
	Iteration 70Q: 3 clusters Score -598506.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -598516.937500 Penalty: 2995.950195
	Iteration 71Q: 3 clusters Score -598516.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -598523.437500 Penalty: 2995.950195
	Iteration 72Q: 3 clusters Score -598523.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -598532.562500 Penalty: 2995.950195
	Iteration 73Q: 3 clusters Score -598532.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -598537.937500 Penalty: 2995.950195
	Iteration 74Q: 3 clusters Score -598537.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -598547.000000 Penalty: 2995.950195
	Iteration 75Q: 3 clusters Score -598547 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -598554.500000 Penalty: 2995.950195
	Iteration 76Q: 3 clusters Score -598554.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -598558.250000 Penalty: 2995.950195
	Iteration 77Q: 3 clusters Score -598558.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -598562.500000 Penalty: 2995.950195
	Iteration 78Q: 3 clusters Score -598562.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -598567.312500 Penalty: 2995.950195
	Iteration 79Q: 3 clusters Score -598567.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -598572.250000 Penalty: 2995.950195
	Iteration 80F: 3 clusters Score -598572.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -598584.625000 Penalty: 2995.950195
	Iteration 81Q: 3 clusters Score -598584.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -598597.375000 Penalty: 2995.950195
	Iteration 82Q: 3 clusters Score -598597.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -598606.500000 Penalty: 2995.950195
	Iteration 83Q: 3 clusters Score -598606.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -598614.937500 Penalty: 2995.950195
	Iteration 84Q: 3 clusters Score -598614.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -598618.687500 Penalty: 2995.950195
	Iteration 85Q: 3 clusters Score -598618.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -598630.562500 Penalty: 2995.950195
	Iteration 86Q: 3 clusters Score -598630.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -598636.687500 Penalty: 2995.950195
	Iteration 87Q: 3 clusters Score -598636.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -598644.375000 Penalty: 2995.950195
	Iteration 88Q: 3 clusters Score -598644.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -598649.250000 Penalty: 2995.950195
	Iteration 89Q: 3 clusters Score -598649.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -598651.750000 Penalty: 2995.950195
	Iteration 90Q: 3 clusters Score -598651.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -598655.875000 Penalty: 2995.950195
	Iteration 91Q: 3 clusters Score -598655.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -598660.312500 Penalty: 2995.950195
	Iteration 92Q: 3 clusters Score -598660.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -598661.750000 Penalty: 2995.950195
	Iteration 93Q: 3 clusters Score -598661.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -598664.000000 Penalty: 2995.950195
	Iteration 94Q: 3 clusters Score -598664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -598665.437500 Penalty: 2995.950195
	Iteration 95Q: 3 clusters Score -598665.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -598668.187500 Penalty: 2995.950195
	Iteration 96Q: 3 clusters Score -598668.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -598671.312500 Penalty: 2995.950195
	Iteration 97Q: 3 clusters Score -598671.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -598676.312500 Penalty: 2995.950195
	Iteration 98Q: 3 clusters Score -598676.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -598676.812500 Penalty: 2995.950195
	Iteration 99Q: 3 clusters Score -598676.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -598677.312500 Penalty: 2995.950195
	Iteration 100F: 3 clusters Score -598677.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -598678.062500 Penalty: 2995.950195
	Iteration 101Q: 3 clusters Score -598678.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -598680.375000 Penalty: 2995.950195
	Iteration 102Q: 3 clusters Score -598680.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -598682.687500 Penalty: 2995.950195
	Iteration 103Q: 3 clusters Score -598682.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -598685.187500 Penalty: 2995.950195
	Iteration 104Q: 3 clusters Score -598685.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -598689.687500 Penalty: 2995.950195
	Iteration 105Q: 3 clusters Score -598689.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -598694.500000 Penalty: 2995.950195
	Iteration 106Q: 3 clusters Score -598694.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -598697.750000 Penalty: 2995.950195
	Iteration 107Q: 3 clusters Score -598697.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -598701.437500 Penalty: 2995.950195
	Iteration 108Q: 3 clusters Score -598701.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -598704.312500 Penalty: 2995.950195
	Iteration 109Q: 3 clusters Score -598704.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -598707.375000 Penalty: 2995.950195
	Iteration 110Q: 3 clusters Score -598707.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -598707.812500 Penalty: 2995.950195
	Iteration 111Q: 3 clusters Score -598707.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -598710.375000 Penalty: 2995.950195
	Iteration 112Q: 3 clusters Score -598710.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -598711.750000 Penalty: 2995.950195
	Iteration 113Q: 3 clusters Score -598711.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -598715.437500 Penalty: 2995.950195
	Iteration 114Q: 3 clusters Score -598715.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -598716.062500 Penalty: 2995.950195
	Iteration 115Q: 3 clusters Score -598716.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -598718.000000 Penalty: 2995.950195
	Iteration 116Q: 3 clusters Score -598718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -598720.750000 Penalty: 2995.950195
	Iteration 117Q: 3 clusters Score -598720.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -598722.812500 Penalty: 2995.950195
	Iteration 118Q: 3 clusters Score -598722.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -598725.312500 Penalty: 2995.950195
	Iteration 119Q: 3 clusters Score -598725.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -598724.687500 Penalty: 2995.950195
	Iteration 120F: 3 clusters Score -598724.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (92878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92878 members 
Entering Unmasked Estep 
Score: -5922252.500000 Penalty: 1858.844360
	Iteration 0F: 2 clusters Score -5922252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -5860170.000000 Penalty: 3717.688721
	Iteration 0F: 3 clusters Score -5860170 nChanged 44360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -5885974.500000 Penalty: 3717.688721
	Iteration 1F: 3 clusters Score -5885974 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -5886887.500000 Penalty: 3717.688721
	Iteration 2Q: 3 clusters Score -5886888 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -5888153.000000 Penalty: 3717.688721
	Iteration 3Q: 3 clusters Score -5888153 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 52464 members 
Entering Unmasked Estep 
Score: -5890020.000000 Penalty: 3717.688721
	Iteration 4Q: 3 clusters Score -5890020 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 55516 members 
Entering Unmasked Estep 
Score: -5892821.500000 Penalty: 3717.688721
	Iteration 5F: 3 clusters Score -5892822 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 59383 members 
Entering Unmasked Estep 
Score: -5896609.500000 Penalty: 3717.688721
	Iteration 6F: 3 clusters Score -5896610 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 63618 members 
Entering Unmasked Estep 
Score: -5900801.000000 Penalty: 3717.688721
	Iteration 7F: 3 clusters Score -5900801 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 67668 members 
Entering Unmasked Estep 
Score: -5904857.500000 Penalty: 3717.688721
	Iteration 8F: 3 clusters Score -5904858 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 71152 members 
Entering Unmasked Estep 
Score: -5908195.000000 Penalty: 3717.688721
	Iteration 9F: 3 clusters Score -5908195 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 73968 members 
Entering Unmasked Estep 
Score: -5910635.500000 Penalty: 3717.688721
	Iteration 10Q: 3 clusters Score -5910636 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 76351 members 
Entering Unmasked Estep 
Score: -5912361.000000 Penalty: 3717.688721
	Iteration 11Q: 3 clusters Score -5912361 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 78334 members 
Entering Unmasked Estep 
Score: -5913578.500000 Penalty: 3717.688721
	Iteration 12Q: 3 clusters Score -5913578 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 80100 members 
Entering Unmasked Estep 
Score: -5914563.500000 Penalty: 3717.688721
	Iteration 13Q: 3 clusters Score -5914564 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 81675 members 
Entering Unmasked Estep 
Score: -5915334.000000 Penalty: 3717.688721
	Iteration 14Q: 3 clusters Score -5915334 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 83105 members 
Entering Unmasked Estep 
Score: -5916009.500000 Penalty: 3717.688721
	Iteration 15Q: 3 clusters Score -5916010 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 84394 members 
Entering Unmasked Estep 
Score: -5916594.000000 Penalty: 3717.688721
	Iteration 16Q: 3 clusters Score -5916594 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 85600 members 
Entering Unmasked Estep 
Score: -5917199.500000 Penalty: 3717.688721
	Iteration 17Q: 3 clusters Score -5917200 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 86736 members 
Entering Unmasked Estep 
Score: -5917805.500000 Penalty: 3717.688721
	Iteration 18Q: 3 clusters Score -5917806 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 87770 members 
Entering Unmasked Estep 
Score: -5918404.000000 Penalty: 3717.688721
	Iteration 19Q: 3 clusters Score -5918404 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 88700 members 
Entering Unmasked Estep 
Score: -5918955.000000 Penalty: 3717.688721
	Iteration 20F: 3 clusters Score -5918955 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 89471 members 
Entering Unmasked Estep 
Score: -5919512.500000 Penalty: 3717.688721
	Iteration 21Q: 3 clusters Score -5919512 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 90074 members 
Entering Unmasked Estep 
Score: -5919948.500000 Penalty: 3717.688721
	Iteration 22Q: 3 clusters Score -5919948 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 90485 members 
Entering Unmasked Estep 
Score: -5920298.500000 Penalty: 3717.688721
	Iteration 23Q: 3 clusters Score -5920298 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 90788 members 
Entering Unmasked Estep 
Score: -5920621.500000 Penalty: 3717.688721
	Iteration 24Q: 3 clusters Score -5920622 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 90976 members 
Entering Unmasked Estep 
Score: -5920833.000000 Penalty: 3717.688721
	Iteration 25Q: 3 clusters Score -5920833 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 91106 members 
Entering Unmasked Estep 
Score: -5920948.000000 Penalty: 3717.688721
	Iteration 26Q: 3 clusters Score -5920948 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 91193 members 
Entering Unmasked Estep 
Score: -5921015.000000 Penalty: 3717.688721
	Iteration 27Q: 3 clusters Score -5921015 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 91248 members 
Entering Unmasked Estep 
Score: -5921058.500000 Penalty: 3717.688721
	Iteration 28Q: 3 clusters Score -5921058 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 91300 members 
Entering Unmasked Estep 
Score: -5921085.000000 Penalty: 3717.688721
	Iteration 29Q: 3 clusters Score -5921085 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 91342 members 
Entering Unmasked Estep 
Score: -5921103.000000 Penalty: 3717.688721
	Iteration 30Q: 3 clusters Score -5921103 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 91368 members 
Entering Unmasked Estep 
Score: -5921108.000000 Penalty: 3717.688721
	Iteration 31Q: 3 clusters Score -5921108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 91382 members 
Entering Unmasked Estep 
Score: -5921117.000000 Penalty: 3717.688721
	Iteration 32Q: 3 clusters Score -5921117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 91390 members 
Entering Unmasked Estep 
Score: -5921127.000000 Penalty: 3717.688721
	Iteration 33Q: 3 clusters Score -5921127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 91397 members 
Entering Unmasked Estep 
Score: -5921138.500000 Penalty: 3717.688721
	Iteration 34Q: 3 clusters Score -5921138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 91411 members 
Entering Unmasked Estep 
Score: -5921144.000000 Penalty: 3717.688721
	Iteration 35Q: 3 clusters Score -5921144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 91417 members 
Entering Unmasked Estep 
Score: -5921148.000000 Penalty: 3717.688721
	Iteration 36Q: 3 clusters Score -5921148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 91421 members 
Entering Unmasked Estep 
Score: -5921149.500000 Penalty: 3717.688721
	Iteration 37Q: 3 clusters Score -5921150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 91425 members 
Entering Unmasked Estep 
Score: -5921154.500000 Penalty: 3717.688721
	Iteration 38Q: 3 clusters Score -5921154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 91433 members 
Entering Unmasked Estep 
Score: -5921156.000000 Penalty: 3717.688721
	Iteration 39Q: 3 clusters Score -5921156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 91437 members 
Entering Unmasked Estep 
Score: -5921149.500000 Penalty: 3717.688721
	Iteration 40F: 3 clusters Score -5921150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 91445 members 
Entering Unmasked Estep 
Score: -5921157.000000 Penalty: 3717.688721
	Iteration 41Q: 3 clusters Score -5921157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 91451 members 
Entering Unmasked Estep 
Score: -5921149.000000 Penalty: 3717.688721
	Iteration 42Q: 3 clusters Score -5921149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 91452 members 
Entering Unmasked Estep 
Score: -5921151.500000 Penalty: 3717.688721
	Iteration 43Q: 3 clusters Score -5921152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 91454 members 
Entering Unmasked Estep 
Score: -5921150.000000 Penalty: 3717.688721
	Iteration 44Q: 3 clusters Score -5921150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 91457 members 
Entering Unmasked Estep 
Score: -5921149.500000 Penalty: 3717.688721
	Iteration 45Q: 3 clusters Score -5921150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 91459 members 
Entering Unmasked Estep 
Score: -5921152.000000 Penalty: 3717.688721
	Iteration 46Q: 3 clusters Score -5921152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 91462 members 
Entering Unmasked Estep 
Score: -5921155.500000 Penalty: 3717.688721
	Iteration 47Q: 3 clusters Score -5921156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 91468 members 
Entering Unmasked Estep 
Score: -5921162.000000 Penalty: 3717.688721
	Iteration 48Q: 3 clusters Score -5921162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 91471 members 
Entering Unmasked Estep 
Score: -5921164.000000 Penalty: 3717.688721
	Iteration 49Q: 3 clusters Score -5921164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 91475 members 
Entering Unmasked Estep 
Score: -5921164.500000 Penalty: 3717.688721
	Iteration 50Q: 3 clusters Score -5921164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 91479 members 
Entering Unmasked Estep 
Score: -5921167.000000 Penalty: 3717.688721
	Iteration 51Q: 3 clusters Score -5921167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 91484 members 
Entering Unmasked Estep 
Score: -5921163.000000 Penalty: 3717.688721
	Iteration 52Q: 3 clusters Score -5921163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 91487 members 
Entering Unmasked Estep 
Score: -5921165.500000 Penalty: 3717.688721
	Iteration 53Q: 3 clusters Score -5921166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 91484 members 
Entering Unmasked Estep 
Score: -5921165.000000 Penalty: 3717.688721
	Iteration 54Q: 3 clusters Score -5921165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 91483 members 
Entering Unmasked Estep 
Score: -5921163.500000 Penalty: 3717.688721
	Iteration 55Q: 3 clusters Score -5921164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 91483 members 
Entering Unmasked Estep 
Score: -5921167.000000 Penalty: 3717.688721
	Iteration 56Q: 3 clusters Score -5921167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 91483 members 
Entering Unmasked Estep 
Score: -5921164.000000 Penalty: 3717.688721
	Iteration 57Q: 3 clusters Score -5921164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 91482 members 
Entering Unmasked Estep 
Score: -5921167.000000 Penalty: 3717.688721
	Iteration 58Q: 3 clusters Score -5921167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 91481 members 
Entering Unmasked Estep 
Score: -5921167.000000 Penalty: 3717.688721
	Iteration 59Q: 3 clusters Score -5921167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 91480 members 
Entering Unmasked Estep 
Score: -5921165.500000 Penalty: 3717.688721
	Iteration 60F: 3 clusters Score -5921166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (58061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Entering Unmasked Estep 
Score: -3595699.000000 Penalty: 1782.503052
	Iteration 0F: 2 clusters Score -3595699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -3556759.000000 Penalty: 3565.006104
	Iteration 0F: 3 clusters Score -3556759 nChanged 27313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -3571994.000000 Penalty: 3565.006104
	Iteration 1F: 3 clusters Score -3571994 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -3572563.750000 Penalty: 3565.006104
	Iteration 2Q: 3 clusters Score -3572564 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -3573215.000000 Penalty: 3565.006104
	Iteration 3Q: 3 clusters Score -3573215 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -3574019.250000 Penalty: 3565.006104
	Iteration 4Q: 3 clusters Score -3574019 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -3575056.750000 Penalty: 3565.006104
	Iteration 5Q: 3 clusters Score -3575057 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3576261.250000 Penalty: 3565.006104
	Iteration 6Q: 3 clusters Score -3576261 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -3577678.750000 Penalty: 3565.006104
	Iteration 7Q: 3 clusters Score -3577679 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -3579260.250000 Penalty: 3565.006104
	Iteration 8Q: 3 clusters Score -3579260 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -3581157.750000 Penalty: 3565.006104
	Iteration 9F: 3 clusters Score -3581158 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3583295.000000 Penalty: 3565.006104
	Iteration 10F: 3 clusters Score -3583295 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3585713.000000 Penalty: 3565.006104
	Iteration 11F: 3 clusters Score -3585713 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49638 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -3588031.000000 Penalty: 3565.006104
	Iteration 12F: 3 clusters Score -3588031 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -3589956.500000 Penalty: 3565.006104
	Iteration 13Q: 3 clusters Score -3589956 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -3591484.750000 Penalty: 3565.006104
	Iteration 14Q: 3 clusters Score -3591485 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3592503.000000 Penalty: 3565.006104
	Iteration 15Q: 3 clusters Score -3592503 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56573 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3593139.750000 Penalty: 3565.006104
	Iteration 16Q: 3 clusters Score -3593140 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57111 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3593518.250000 Penalty: 3565.006104
	Iteration 17Q: 3 clusters Score -3593518 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3593767.750000 Penalty: 3565.006104
	Iteration 18Q: 3 clusters Score -3593768 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3593922.250000 Penalty: 3565.006104
	Iteration 19Q: 3 clusters Score -3593922 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57668 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3594004.250000 Penalty: 3565.006104
	Iteration 20F: 3 clusters Score -3594004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57707 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3594036.250000 Penalty: 3565.006104
	Iteration 21Q: 3 clusters Score -3594036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3594060.500000 Penalty: 3565.006104
	Iteration 22Q: 3 clusters Score -3594060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57743 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3594084.000000 Penalty: 3565.006104
	Iteration 23Q: 3 clusters Score -3594084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57757 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3594094.250000 Penalty: 3565.006104
	Iteration 24Q: 3 clusters Score -3594094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3594111.500000 Penalty: 3565.006104
	Iteration 25Q: 3 clusters Score -3594112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57780 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3594124.250000 Penalty: 3565.006104
	Iteration 26Q: 3 clusters Score -3594124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57781 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3594125.500000 Penalty: 3565.006104
	Iteration 27Q: 3 clusters Score -3594126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57782 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3594130.750000 Penalty: 3565.006104
	Iteration 28Q: 3 clusters Score -3594131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57786 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3594134.750000 Penalty: 3565.006104
	Iteration 29Q: 3 clusters Score -3594135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57787 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3594138.500000 Penalty: 3565.006104
	Iteration 30Q: 3 clusters Score -3594138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57787 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3594136.750000 Penalty: 3565.006104
	Iteration 31Q: 3 clusters Score -3594137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57788 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3594137.000000 Penalty: 3565.006104
	Iteration 32Q: 3 clusters Score -3594137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57788 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3594137.000000 Penalty: 3565.006104
	Iteration 33F: 3 clusters Score -3594137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Entering Unmasked Estep 
Score: -116673.664062 Penalty: 1232.608154
	Iteration 0F: 2 clusters Score -116673.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -114606.101562 Penalty: 2465.216309
	Iteration 0F: 3 clusters Score -114606.1 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -115122.914062 Penalty: 2465.216309
	Iteration 1F: 3 clusters Score -115122.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -115238.664062 Penalty: 2465.216309
	Iteration 2F: 3 clusters Score -115238.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -115368.375000 Penalty: 2465.216309
	Iteration 3F: 3 clusters Score -115368.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -115459.453125 Penalty: 2465.216309
	Iteration 4Q: 3 clusters Score -115459.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -115550.929688 Penalty: 2465.216309
	Iteration 5Q: 3 clusters Score -115550.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -115660.171875 Penalty: 2465.216309
	Iteration 6Q: 3 clusters Score -115660.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -115774.562500 Penalty: 2465.216309
	Iteration 7Q: 3 clusters Score -115774.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -115870.070312 Penalty: 2465.216309
	Iteration 8Q: 3 clusters Score -115870.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -115941.625000 Penalty: 2465.216309
	Iteration 9Q: 3 clusters Score -115941.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -115995.914062 Penalty: 2465.216309
	Iteration 10Q: 3 clusters Score -115995.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -116023.187500 Penalty: 2465.216309
	Iteration 11Q: 3 clusters Score -116023.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -116049.257812 Penalty: 2465.216309
	Iteration 12Q: 3 clusters Score -116049.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -116068.765625 Penalty: 2465.216309
	Iteration 13Q: 3 clusters Score -116068.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -116096.500000 Penalty: 2465.216309
	Iteration 14Q: 3 clusters Score -116096.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -116112.906250 Penalty: 2465.216309
	Iteration 15Q: 3 clusters Score -116112.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -116119.921875 Penalty: 2465.216309
	Iteration 16Q: 3 clusters Score -116119.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -116126.398438 Penalty: 2465.216309
	Iteration 17Q: 3 clusters Score -116126.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -116129.148438 Penalty: 2465.216309
	Iteration 18Q: 3 clusters Score -116129.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -116131.421875 Penalty: 2465.216309
	Iteration 19Q: 3 clusters Score -116131.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -116132.984375 Penalty: 2465.216309
	Iteration 20F: 3 clusters Score -116133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -116135.726562 Penalty: 2465.216309
	Iteration 21Q: 3 clusters Score -116135.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -116136.304688 Penalty: 2465.216309
	Iteration 22Q: 3 clusters Score -116136.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -116136.796875 Penalty: 2465.216309
	Iteration 23Q: 3 clusters Score -116136.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -116136.796875 Penalty: 2465.216309
	Iteration 24F: 3 clusters Score -116136.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Entering Unmasked Estep 
Score: -235026.765625 Penalty: 1373.296265
	Iteration 0F: 2 clusters Score -235026.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -231260.921875 Penalty: 2746.592529
	Iteration 0F: 3 clusters Score -231260.9 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -232570.875000 Penalty: 2746.592529
	Iteration 1F: 3 clusters Score -232570.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -232916.546875 Penalty: 2746.592529
	Iteration 2F: 3 clusters Score -232916.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -233188.421875 Penalty: 2746.592529
	Iteration 3F: 3 clusters Score -233188.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -233391.812500 Penalty: 2746.592529
	Iteration 4F: 3 clusters Score -233391.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -233556.375000 Penalty: 2746.592529
	Iteration 5F: 3 clusters Score -233556.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -233672.125000 Penalty: 2746.592529
	Iteration 6Q: 3 clusters Score -233672.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -233754.921875 Penalty: 2746.592529
	Iteration 7Q: 3 clusters Score -233754.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -233825.109375 Penalty: 2746.592529
	Iteration 8Q: 3 clusters Score -233825.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -233887.875000 Penalty: 2746.592529
	Iteration 9Q: 3 clusters Score -233887.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -233940.968750 Penalty: 2746.592529
	Iteration 10Q: 3 clusters Score -233941 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -233993.390625 Penalty: 2746.592529
	Iteration 11Q: 3 clusters Score -233993.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -234049.390625 Penalty: 2746.592529
	Iteration 12Q: 3 clusters Score -234049.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -234091.234375 Penalty: 2746.592529
	Iteration 13Q: 3 clusters Score -234091.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -234117.875000 Penalty: 2746.592529
	Iteration 14Q: 3 clusters Score -234117.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -234140.859375 Penalty: 2746.592529
	Iteration 15Q: 3 clusters Score -234140.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -234157.546875 Penalty: 2746.592529
	Iteration 16Q: 3 clusters Score -234157.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -234171.031250 Penalty: 2746.592529
	Iteration 17Q: 3 clusters Score -234171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -234182.734375 Penalty: 2746.592529
	Iteration 18Q: 3 clusters Score -234182.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -234195.765625 Penalty: 2746.592529
	Iteration 19Q: 3 clusters Score -234195.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -234204.453125 Penalty: 2746.592529
	Iteration 20F: 3 clusters Score -234204.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -234214.171875 Penalty: 2746.592529
	Iteration 21Q: 3 clusters Score -234214.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -234222.421875 Penalty: 2746.592529
	Iteration 22Q: 3 clusters Score -234222.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -234230.734375 Penalty: 2746.592529
	Iteration 23Q: 3 clusters Score -234230.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -234236.875000 Penalty: 2746.592529
	Iteration 24Q: 3 clusters Score -234236.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -234244.968750 Penalty: 2746.592529
	Iteration 25Q: 3 clusters Score -234245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -234250.109375 Penalty: 2746.592529
	Iteration 26Q: 3 clusters Score -234250.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -234255.125000 Penalty: 2746.592529
	Iteration 27Q: 3 clusters Score -234255.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -234260.296875 Penalty: 2746.592529
	Iteration 28Q: 3 clusters Score -234260.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -234264.750000 Penalty: 2746.592529
	Iteration 29Q: 3 clusters Score -234264.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -234266.625000 Penalty: 2746.592529
	Iteration 30Q: 3 clusters Score -234266.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -234269.234375 Penalty: 2746.592529
	Iteration 31Q: 3 clusters Score -234269.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -234270.296875 Penalty: 2746.592529
	Iteration 32Q: 3 clusters Score -234270.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -234272.250000 Penalty: 2746.592529
	Iteration 33Q: 3 clusters Score -234272.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -234272.453125 Penalty: 2746.592529
	Iteration 34Q: 3 clusters Score -234272.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -234272.625000 Penalty: 2746.592529
	Iteration 35Q: 3 clusters Score -234272.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -234273.031250 Penalty: 2746.592529
	Iteration 36Q: 3 clusters Score -234273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -234274.125000 Penalty: 2746.592529
	Iteration 37Q: 3 clusters Score -234274.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -234275.281250 Penalty: 2746.592529
	Iteration 38Q: 3 clusters Score -234275.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -234275.000000 Penalty: 2746.592529
	Iteration 39Q: 3 clusters Score -234275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -234275.640625 Penalty: 2746.592529
	Iteration 40F: 3 clusters Score -234275.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -234276.234375 Penalty: 2746.592529
	Iteration 41Q: 3 clusters Score -234276.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -234277.390625 Penalty: 2746.592529
	Iteration 42Q: 3 clusters Score -234277.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -234278.484375 Penalty: 2746.592529
	Iteration 43Q: 3 clusters Score -234278.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -234278.937500 Penalty: 2746.592529
	Iteration 44Q: 3 clusters Score -234278.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -234279.765625 Penalty: 2746.592529
	Iteration 45Q: 3 clusters Score -234279.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -234279.921875 Penalty: 2746.592529
	Iteration 46Q: 3 clusters Score -234279.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -234280.203125 Penalty: 2746.592529
	Iteration 47Q: 3 clusters Score -234280.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -234281.406250 Penalty: 2746.592529
	Iteration 48Q: 3 clusters Score -234281.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -234282.125000 Penalty: 2746.592529
	Iteration 49Q: 3 clusters Score -234282.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -234283.093750 Penalty: 2746.592529
	Iteration 50Q: 3 clusters Score -234283.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -234283.093750 Penalty: 2746.592529
	Iteration 51F: 3 clusters Score -234283.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Entering Unmasked Estep 
Score: -770018.000000 Penalty: 1526.050049
	Iteration 0F: 2 clusters Score -770018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -761589.937500 Penalty: 3052.100098
	Iteration 0F: 3 clusters Score -761589.9 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -764476.187500 Penalty: 3052.100098
	Iteration 1F: 3 clusters Score -764476.2 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -764814.937500 Penalty: 3052.100098
	Iteration 2F: 3 clusters Score -764814.9 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -765110.000000 Penalty: 3052.100098
	Iteration 3F: 3 clusters Score -765110 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -765431.687500 Penalty: 3052.100098
	Iteration 4F: 3 clusters Score -765431.7 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -765792.250000 Penalty: 3052.100098
	Iteration 5F: 3 clusters Score -765792.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -766176.250000 Penalty: 3052.100098
	Iteration 6F: 3 clusters Score -766176.2 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -766671.562500 Penalty: 3052.100098
	Iteration 7F: 3 clusters Score -766671.6 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -767204.062500 Penalty: 3052.100098
	Iteration 8F: 3 clusters Score -767204.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -767702.250000 Penalty: 3052.100098
	Iteration 9F: 3 clusters Score -767702.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -768127.375000 Penalty: 3052.100098
	Iteration 10Q: 3 clusters Score -768127.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -768424.000000 Penalty: 3052.100098
	Iteration 11Q: 3 clusters Score -768424 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -768647.812500 Penalty: 3052.100098
	Iteration 12Q: 3 clusters Score -768647.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -768829.812500 Penalty: 3052.100098
	Iteration 13Q: 3 clusters Score -768829.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -769049.000000 Penalty: 3052.100098
	Iteration 14Q: 3 clusters Score -769049 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -769238.062500 Penalty: 3052.100098
	Iteration 15Q: 3 clusters Score -769238.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -769379.437500 Penalty: 3052.100098
	Iteration 16Q: 3 clusters Score -769379.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -769483.250000 Penalty: 3052.100098
	Iteration 17Q: 3 clusters Score -769483.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -769540.187500 Penalty: 3052.100098
	Iteration 18Q: 3 clusters Score -769540.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -769571.250000 Penalty: 3052.100098
	Iteration 19Q: 3 clusters Score -769571.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -769586.437500 Penalty: 3052.100098
	Iteration 20F: 3 clusters Score -769586.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -769593.625000 Penalty: 3052.100098
	Iteration 21Q: 3 clusters Score -769593.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -769597.125000 Penalty: 3052.100098
	Iteration 22Q: 3 clusters Score -769597.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -769600.750000 Penalty: 3052.100098
	Iteration 23Q: 3 clusters Score -769600.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -769605.062500 Penalty: 3052.100098
	Iteration 24Q: 3 clusters Score -769605.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -769612.437500 Penalty: 3052.100098
	Iteration 25Q: 3 clusters Score -769612.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -769617.187500 Penalty: 3052.100098
	Iteration 26Q: 3 clusters Score -769617.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -769619.062500 Penalty: 3052.100098
	Iteration 27Q: 3 clusters Score -769619.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -769620.125000 Penalty: 3052.100098
	Iteration 28Q: 3 clusters Score -769620.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -769621.625000 Penalty: 3052.100098
	Iteration 29Q: 3 clusters Score -769621.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -769622.500000 Penalty: 3052.100098
	Iteration 30Q: 3 clusters Score -769622.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -769626.937500 Penalty: 3052.100098
	Iteration 31Q: 3 clusters Score -769626.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -769627.812500 Penalty: 3052.100098
	Iteration 32Q: 3 clusters Score -769627.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -769630.312500 Penalty: 3052.100098
	Iteration 33Q: 3 clusters Score -769630.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -769634.000000 Penalty: 3052.100098
	Iteration 34Q: 3 clusters Score -769634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -769637.750000 Penalty: 3052.100098
	Iteration 35Q: 3 clusters Score -769637.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -769637.937500 Penalty: 3052.100098
	Iteration 36Q: 3 clusters Score -769637.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -769639.000000 Penalty: 3052.100098
	Iteration 37Q: 3 clusters Score -769639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -769640.062500 Penalty: 3052.100098
	Iteration 38Q: 3 clusters Score -769640.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -769641.687500 Penalty: 3052.100098
	Iteration 39Q: 3 clusters Score -769641.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -769641.312500 Penalty: 3052.100098
	Iteration 40F: 3 clusters Score -769641.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -769643.187500 Penalty: 3052.100098
	Iteration 41Q: 3 clusters Score -769643.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -769643.187500 Penalty: 3052.100098
	Iteration 42F: 3 clusters Score -769643.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -231136.953125 Penalty: 1332.055298
	Iteration 0F: 2 clusters Score -231137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -228059.187500 Penalty: 2664.110596
	Iteration 0F: 3 clusters Score -228059.2 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -228839.718750 Penalty: 2664.110596
	Iteration 1F: 3 clusters Score -228839.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -228989.640625 Penalty: 2664.110596
	Iteration 2F: 3 clusters Score -228989.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -229067.140625 Penalty: 2664.110596
	Iteration 3Q: 3 clusters Score -229067.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -229132.984375 Penalty: 2664.110596
	Iteration 4Q: 3 clusters Score -229133 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -229169.671875 Penalty: 2664.110596
	Iteration 5Q: 3 clusters Score -229169.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -229200.515625 Penalty: 2664.110596
	Iteration 6Q: 3 clusters Score -229200.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -229222.312500 Penalty: 2664.110596
	Iteration 7Q: 3 clusters Score -229222.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -229239.718750 Penalty: 2664.110596
	Iteration 8Q: 3 clusters Score -229239.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -229252.515625 Penalty: 2664.110596
	Iteration 9Q: 3 clusters Score -229252.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -229263.359375 Penalty: 2664.110596
	Iteration 10Q: 3 clusters Score -229263.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -229273.359375 Penalty: 2664.110596
	Iteration 11Q: 3 clusters Score -229273.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -229281.578125 Penalty: 2664.110596
	Iteration 12Q: 3 clusters Score -229281.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -229288.687500 Penalty: 2664.110596
	Iteration 13Q: 3 clusters Score -229288.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -229295.687500 Penalty: 2664.110596
	Iteration 14Q: 3 clusters Score -229295.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -229300.984375 Penalty: 2664.110596
	Iteration 15Q: 3 clusters Score -229301 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -229309.546875 Penalty: 2664.110596
	Iteration 16Q: 3 clusters Score -229309.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -229317.062500 Penalty: 2664.110596
	Iteration 17Q: 3 clusters Score -229317.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -229323.484375 Penalty: 2664.110596
	Iteration 18Q: 3 clusters Score -229323.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -229329.562500 Penalty: 2664.110596
	Iteration 19Q: 3 clusters Score -229329.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -229338.312500 Penalty: 2664.110596
	Iteration 20F: 3 clusters Score -229338.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -229345.515625 Penalty: 2664.110596
	Iteration 21Q: 3 clusters Score -229345.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -229351.843750 Penalty: 2664.110596
	Iteration 22Q: 3 clusters Score -229351.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -229358.375000 Penalty: 2664.110596
	Iteration 23Q: 3 clusters Score -229358.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -229367.406250 Penalty: 2664.110596
	Iteration 24Q: 3 clusters Score -229367.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -229378.468750 Penalty: 2664.110596
	Iteration 25Q: 3 clusters Score -229378.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -229389.093750 Penalty: 2664.110596
	Iteration 26Q: 3 clusters Score -229389.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -229409.984375 Penalty: 2664.110596
	Iteration 27Q: 3 clusters Score -229410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -229422.171875 Penalty: 2664.110596
	Iteration 28Q: 3 clusters Score -229422.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -229442.531250 Penalty: 2664.110596
	Iteration 29Q: 3 clusters Score -229442.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -229458.968750 Penalty: 2664.110596
	Iteration 30Q: 3 clusters Score -229459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -229479.828125 Penalty: 2664.110596
	Iteration 31Q: 3 clusters Score -229479.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -229506.781250 Penalty: 2664.110596
	Iteration 32Q: 3 clusters Score -229506.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -229538.343750 Penalty: 2664.110596
	Iteration 33Q: 3 clusters Score -229538.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -229569.671875 Penalty: 2664.110596
	Iteration 34Q: 3 clusters Score -229569.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -229600.734375 Penalty: 2664.110596
	Iteration 35Q: 3 clusters Score -229600.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -229637.937500 Penalty: 2664.110596
	Iteration 36Q: 3 clusters Score -229637.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -229688.343750 Penalty: 2664.110596
	Iteration 37Q: 3 clusters Score -229688.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -229732.234375 Penalty: 2664.110596
	Iteration 38Q: 3 clusters Score -229732.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -229759.796875 Penalty: 2664.110596
	Iteration 39Q: 3 clusters Score -229759.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -229789.000000 Penalty: 2664.110596
	Iteration 40F: 3 clusters Score -229789 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -229822.171875 Penalty: 2664.110596
	Iteration 41Q: 3 clusters Score -229822.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -229850.343750 Penalty: 2664.110596
	Iteration 42Q: 3 clusters Score -229850.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -229886.750000 Penalty: 2664.110596
	Iteration 43Q: 3 clusters Score -229886.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -229931.843750 Penalty: 2664.110596
	Iteration 44Q: 3 clusters Score -229931.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -229992.359375 Penalty: 2664.110596
	Iteration 45Q: 3 clusters Score -229992.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -230051.187500 Penalty: 2664.110596
	Iteration 46Q: 3 clusters Score -230051.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -230100.906250 Penalty: 2664.110596
	Iteration 47Q: 3 clusters Score -230100.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -230140.046875 Penalty: 2664.110596
	Iteration 48Q: 3 clusters Score -230140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -230169.328125 Penalty: 2664.110596
	Iteration 49Q: 3 clusters Score -230169.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -230186.187500 Penalty: 2664.110596
	Iteration 50Q: 3 clusters Score -230186.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -230195.328125 Penalty: 2664.110596
	Iteration 51Q: 3 clusters Score -230195.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -230203.265625 Penalty: 2664.110596
	Iteration 52Q: 3 clusters Score -230203.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -230208.953125 Penalty: 2664.110596
	Iteration 53Q: 3 clusters Score -230209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -230213.187500 Penalty: 2664.110596
	Iteration 54Q: 3 clusters Score -230213.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -230214.953125 Penalty: 2664.110596
	Iteration 55Q: 3 clusters Score -230215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -230215.218750 Penalty: 2664.110596
	Iteration 56Q: 3 clusters Score -230215.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -230215.218750 Penalty: 2664.110596
	Iteration 57F: 3 clusters Score -230215.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Entering Unmasked Estep 
Score: -1247697.625000 Penalty: 1607.552124
	Iteration 0F: 2 clusters Score -1247698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1234216.250000 Penalty: 3215.104248
	Iteration 0F: 3 clusters Score -1234216 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1239109.250000 Penalty: 3215.104248
	Iteration 1F: 3 clusters Score -1239109 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1239439.500000 Penalty: 3215.104248
	Iteration 2Q: 3 clusters Score -1239440 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1239731.250000 Penalty: 3215.104248
	Iteration 3Q: 3 clusters Score -1239731 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1239999.500000 Penalty: 3215.104248
	Iteration 4Q: 3 clusters Score -1240000 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1240308.625000 Penalty: 3215.104248
	Iteration 5Q: 3 clusters Score -1240309 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1240646.750000 Penalty: 3215.104248
	Iteration 6Q: 3 clusters Score -1240647 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1241044.250000 Penalty: 3215.104248
	Iteration 7Q: 3 clusters Score -1241044 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1241528.875000 Penalty: 3215.104248
	Iteration 8Q: 3 clusters Score -1241529 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1242119.125000 Penalty: 3215.104248
	Iteration 9Q: 3 clusters Score -1242119 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1242765.250000 Penalty: 3215.104248
	Iteration 10Q: 3 clusters Score -1242765 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1243501.000000 Penalty: 3215.104248
	Iteration 11Q: 3 clusters Score -1243501 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -1244217.625000 Penalty: 3215.104248
	Iteration 12Q: 3 clusters Score -1244218 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -1244751.125000 Penalty: 3215.104248
	Iteration 13Q: 3 clusters Score -1244751 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -1245111.500000 Penalty: 3215.104248
	Iteration 14Q: 3 clusters Score -1245112 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -1245394.500000 Penalty: 3215.104248
	Iteration 15Q: 3 clusters Score -1245394 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -1245619.750000 Penalty: 3215.104248
	Iteration 16Q: 3 clusters Score -1245620 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -1245773.125000 Penalty: 3215.104248
	Iteration 17Q: 3 clusters Score -1245773 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -1245897.500000 Penalty: 3215.104248
	Iteration 18Q: 3 clusters Score -1245898 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -1246014.125000 Penalty: 3215.104248
	Iteration 19Q: 3 clusters Score -1246014 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -1246139.750000 Penalty: 3215.104248
	Iteration 20F: 3 clusters Score -1246140 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -1246217.875000 Penalty: 3215.104248
	Iteration 21Q: 3 clusters Score -1246218 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -1246296.125000 Penalty: 3215.104248
	Iteration 22Q: 3 clusters Score -1246296 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -1246355.125000 Penalty: 3215.104248
	Iteration 23Q: 3 clusters Score -1246355 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -1246396.375000 Penalty: 3215.104248
	Iteration 24Q: 3 clusters Score -1246396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -1246439.625000 Penalty: 3215.104248
	Iteration 25Q: 3 clusters Score -1246440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -1246465.250000 Penalty: 3215.104248
	Iteration 26Q: 3 clusters Score -1246465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -1246484.625000 Penalty: 3215.104248
	Iteration 27Q: 3 clusters Score -1246485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -1246494.000000 Penalty: 3215.104248
	Iteration 28Q: 3 clusters Score -1246494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -1246502.625000 Penalty: 3215.104248
	Iteration 29Q: 3 clusters Score -1246503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -1246512.875000 Penalty: 3215.104248
	Iteration 30Q: 3 clusters Score -1246513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -1246513.000000 Penalty: 3215.104248
	Iteration 31Q: 3 clusters Score -1246513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -1246516.750000 Penalty: 3215.104248
	Iteration 32Q: 3 clusters Score -1246517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -1246517.500000 Penalty: 3215.104248
	Iteration 33Q: 3 clusters Score -1246518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -1246518.625000 Penalty: 3215.104248
	Iteration 34Q: 3 clusters Score -1246519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -1246518.875000 Penalty: 3215.104248
	Iteration 35Q: 3 clusters Score -1246519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -1246520.625000 Penalty: 3215.104248
	Iteration 36Q: 3 clusters Score -1246521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -1246520.625000 Penalty: 3215.104248
	Iteration 37Q: 3 clusters Score -1246521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -1246520.625000 Penalty: 3215.104248
	Iteration 38F: 3 clusters Score -1246521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Entering Unmasked Estep 
Score: -641307.375000 Penalty: 1506.684692
	Iteration 0F: 2 clusters Score -641307.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -633754.875000 Penalty: 3013.369385
	Iteration 0F: 3 clusters Score -633754.9 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -636465.250000 Penalty: 3013.369385
	Iteration 1F: 3 clusters Score -636465.2 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -637016.750000 Penalty: 3013.369385
	Iteration 2F: 3 clusters Score -637016.8 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -637584.625000 Penalty: 3013.369385
	Iteration 3F: 3 clusters Score -637584.6 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -638233.187500 Penalty: 3013.369385
	Iteration 4F: 3 clusters Score -638233.2 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -638885.937500 Penalty: 3013.369385
	Iteration 5F: 3 clusters Score -638885.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -639370.812500 Penalty: 3013.369385
	Iteration 6F: 3 clusters Score -639370.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -639640.812500 Penalty: 3013.369385
	Iteration 7Q: 3 clusters Score -639640.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -639754.312500 Penalty: 3013.369385
	Iteration 8Q: 3 clusters Score -639754.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -639816.812500 Penalty: 3013.369385
	Iteration 9Q: 3 clusters Score -639816.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -639861.812500 Penalty: 3013.369385
	Iteration 10Q: 3 clusters Score -639861.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -639893.312500 Penalty: 3013.369385
	Iteration 11Q: 3 clusters Score -639893.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -639915.250000 Penalty: 3013.369385
	Iteration 12Q: 3 clusters Score -639915.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -639929.437500 Penalty: 3013.369385
	Iteration 13Q: 3 clusters Score -639929.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -639942.125000 Penalty: 3013.369385
	Iteration 14Q: 3 clusters Score -639942.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -639944.875000 Penalty: 3013.369385
	Iteration 15Q: 3 clusters Score -639944.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -639949.187500 Penalty: 3013.369385
	Iteration 16Q: 3 clusters Score -639949.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -639955.375000 Penalty: 3013.369385
	Iteration 17Q: 3 clusters Score -639955.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -639959.375000 Penalty: 3013.369385
	Iteration 18Q: 3 clusters Score -639959.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -639965.187500 Penalty: 3013.369385
	Iteration 19Q: 3 clusters Score -639965.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -639968.500000 Penalty: 3013.369385
	Iteration 20F: 3 clusters Score -639968.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -639975.062500 Penalty: 3013.369385
	Iteration 21Q: 3 clusters Score -639975.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -639982.875000 Penalty: 3013.369385
	Iteration 22Q: 3 clusters Score -639982.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -639987.750000 Penalty: 3013.369385
	Iteration 23Q: 3 clusters Score -639987.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -639993.937500 Penalty: 3013.369385
	Iteration 24Q: 3 clusters Score -639993.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -640004.625000 Penalty: 3013.369385
	Iteration 25Q: 3 clusters Score -640004.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -640019.937500 Penalty: 3013.369385
	Iteration 26Q: 3 clusters Score -640019.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -640046.187500 Penalty: 3013.369385
	Iteration 27Q: 3 clusters Score -640046.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -640070.937500 Penalty: 3013.369385
	Iteration 28Q: 3 clusters Score -640070.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -640100.750000 Penalty: 3013.369385
	Iteration 29Q: 3 clusters Score -640100.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -640123.250000 Penalty: 3013.369385
	Iteration 30Q: 3 clusters Score -640123.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -640163.062500 Penalty: 3013.369385
	Iteration 31Q: 3 clusters Score -640163.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -640212.562500 Penalty: 3013.369385
	Iteration 32Q: 3 clusters Score -640212.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -640273.375000 Penalty: 3013.369385
	Iteration 33Q: 3 clusters Score -640273.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -640322.062500 Penalty: 3013.369385
	Iteration 34Q: 3 clusters Score -640322.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -640367.937500 Penalty: 3013.369385
	Iteration 35Q: 3 clusters Score -640367.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -640396.562500 Penalty: 3013.369385
	Iteration 36Q: 3 clusters Score -640396.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -640416.500000 Penalty: 3013.369385
	Iteration 37Q: 3 clusters Score -640416.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -640427.625000 Penalty: 3013.369385
	Iteration 38Q: 3 clusters Score -640427.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -640434.562500 Penalty: 3013.369385
	Iteration 39Q: 3 clusters Score -640434.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -640440.062500 Penalty: 3013.369385
	Iteration 40F: 3 clusters Score -640440.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -640444.125000 Penalty: 3013.369385
	Iteration 41Q: 3 clusters Score -640444.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -640445.125000 Penalty: 3013.369385
	Iteration 42Q: 3 clusters Score -640445.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -640448.437500 Penalty: 3013.369385
	Iteration 43Q: 3 clusters Score -640448.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -640449.250000 Penalty: 3013.369385
	Iteration 44Q: 3 clusters Score -640449.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -640450.937500 Penalty: 3013.369385
	Iteration 45Q: 3 clusters Score -640450.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -640452.437500 Penalty: 3013.369385
	Iteration 46Q: 3 clusters Score -640452.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -640451.562500 Penalty: 3013.369385
	Iteration 47Q: 3 clusters Score -640451.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -640451.562500 Penalty: 3013.369385
	Iteration 48F: 3 clusters Score -640451.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -38032.332031 Penalty: 1071.369751
	Iteration 0F: 2 clusters Score -38032.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -36877.882812 Penalty: 2142.739502
	Iteration 0F: 3 clusters Score -36877.88 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -37259.113281 Penalty: 2142.739502
	Iteration 1F: 3 clusters Score -37259.11 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -37686.425781 Penalty: 2142.739502
	Iteration 2F: 3 clusters Score -37686.43 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -37910.984375 Penalty: 2142.739502
	Iteration 3F: 3 clusters Score -37910.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -38042.667969 Penalty: 2142.739502
	Iteration 4F: 3 clusters Score -38042.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -38146.777344 Penalty: 2142.739502
	Iteration 5Q: 3 clusters Score -38146.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -38239.242188 Penalty: 2142.739502
	Iteration 6Q: 3 clusters Score -38239.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -38285.546875 Penalty: 2142.739502
	Iteration 7Q: 3 clusters Score -38285.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -38309.769531 Penalty: 2142.739502
	Iteration 8Q: 3 clusters Score -38309.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -38325.917969 Penalty: 2142.739502
	Iteration 9Q: 3 clusters Score -38325.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -38338.621094 Penalty: 2142.739502
	Iteration 10Q: 3 clusters Score -38338.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -38344.421875 Penalty: 2142.739502
	Iteration 11Q: 3 clusters Score -38344.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -38350.136719 Penalty: 2142.739502
	Iteration 12Q: 3 clusters Score -38350.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -38350.136719 Penalty: 2142.739502
	Iteration 13F: 3 clusters Score -38350.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 75949 members 
Mstep: Class 4 contains 6473 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 6686 members 
Mstep: Class 8 contains 18025 members 
Mstep: Class 9 contains 10080 members 
Mstep: Class 10 contains 92878 members 
Mstep: Class 11 contains 58061 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4680 members 
Mstep: Class 14 contains 11981 members 
Mstep: Class 15 contains 3631 members 
Mstep: Class 16 contains 19784 members 
Mstep: Class 17 contains 10635 members 
Mstep: Class 18 contains 165 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 7726 members 
Mstep: Class 21 contains 565 members 
Entering Unmasked Estep 
Score: -21336972.000000 Penalty: 43657.015625
Splitting cluster 18 changes total score from -21337664.000000 to -21336972.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Entering Unmasked Estep 
Score: -82422.273438 Penalty: 1190.122437
	Iteration 0F: 2 clusters Score -82422.27 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 792 members 
Entering Unmasked Estep 
Score: -80685.320312 Penalty: 2380.244873
	Iteration 0F: 3 clusters Score -80685.32 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -81186.742188 Penalty: 2380.244873
	Iteration 1F: 3 clusters Score -81186.74 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -81378.414062 Penalty: 2380.244873
	Iteration 2F: 3 clusters Score -81378.41 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -81504.007812 Penalty: 2380.244873
	Iteration 3F: 3 clusters Score -81504.01 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -81598.460938 Penalty: 2380.244873
	Iteration 4F: 3 clusters Score -81598.46 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -81679.000000 Penalty: 2380.244873
	Iteration 5Q: 3 clusters Score -81679 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -81737.062500 Penalty: 2380.244873
	Iteration 6Q: 3 clusters Score -81737.06 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -81776.492188 Penalty: 2380.244873
	Iteration 7Q: 3 clusters Score -81776.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -81801.781250 Penalty: 2380.244873
	Iteration 8Q: 3 clusters Score -81801.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -81824.960938 Penalty: 2380.244873
	Iteration 9Q: 3 clusters Score -81824.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -81848.929688 Penalty: 2380.244873
	Iteration 10Q: 3 clusters Score -81848.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -81860.054688 Penalty: 2380.244873
	Iteration 11Q: 3 clusters Score -81860.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -81869.906250 Penalty: 2380.244873
	Iteration 12Q: 3 clusters Score -81869.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -81876.414062 Penalty: 2380.244873
	Iteration 13Q: 3 clusters Score -81876.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -81879.273438 Penalty: 2380.244873
	Iteration 14Q: 3 clusters Score -81879.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -81882.765625 Penalty: 2380.244873
	Iteration 15Q: 3 clusters Score -81882.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -81888.085938 Penalty: 2380.244873
	Iteration 16Q: 3 clusters Score -81888.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -81892.875000 Penalty: 2380.244873
	Iteration 17Q: 3 clusters Score -81892.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -81897.648438 Penalty: 2380.244873
	Iteration 18Q: 3 clusters Score -81897.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -81903.437500 Penalty: 2380.244873
	Iteration 19Q: 3 clusters Score -81903.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -81904.492188 Penalty: 2380.244873
	Iteration 20F: 3 clusters Score -81904.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -81905.546875 Penalty: 2380.244873
	Iteration 21Q: 3 clusters Score -81905.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -81906.226562 Penalty: 2380.244873
	Iteration 22Q: 3 clusters Score -81906.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -81906.226562 Penalty: 2380.244873
	Iteration 23F: 3 clusters Score -81906.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Entering Unmasked Estep 
Score: -460180.843750 Penalty: 1454.756348
	Iteration 0F: 2 clusters Score -460180.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -454500.187500 Penalty: 2909.512695
	Iteration 0F: 3 clusters Score -454500.2 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -456237.031250 Penalty: 2909.512695
	Iteration 1F: 3 clusters Score -456237 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -456422.343750 Penalty: 2909.512695
	Iteration 2F: 3 clusters Score -456422.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -456571.500000 Penalty: 2909.512695
	Iteration 3F: 3 clusters Score -456571.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -456693.562500 Penalty: 2909.512695
	Iteration 4Q: 3 clusters Score -456693.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -456800.343750 Penalty: 2909.512695
	Iteration 5Q: 3 clusters Score -456800.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -456907.437500 Penalty: 2909.512695
	Iteration 6Q: 3 clusters Score -456907.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -457022.906250 Penalty: 2909.512695
	Iteration 7Q: 3 clusters Score -457022.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -457115.500000 Penalty: 2909.512695
	Iteration 8Q: 3 clusters Score -457115.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -457209.687500 Penalty: 2909.512695
	Iteration 9Q: 3 clusters Score -457209.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -457323.843750 Penalty: 2909.512695
	Iteration 10Q: 3 clusters Score -457323.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -457453.562500 Penalty: 2909.512695
	Iteration 11Q: 3 clusters Score -457453.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -457568.718750 Penalty: 2909.512695
	Iteration 12Q: 3 clusters Score -457568.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -457669.531250 Penalty: 2909.512695
	Iteration 13Q: 3 clusters Score -457669.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -457746.906250 Penalty: 2909.512695
	Iteration 14Q: 3 clusters Score -457746.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -457811.468750 Penalty: 2909.512695
	Iteration 15Q: 3 clusters Score -457811.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -457870.468750 Penalty: 2909.512695
	Iteration 16Q: 3 clusters Score -457870.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -457917.218750 Penalty: 2909.512695
	Iteration 17Q: 3 clusters Score -457917.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -457957.562500 Penalty: 2909.512695
	Iteration 18Q: 3 clusters Score -457957.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -458004.500000 Penalty: 2909.512695
	Iteration 19Q: 3 clusters Score -458004.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -458044.812500 Penalty: 2909.512695
	Iteration 20F: 3 clusters Score -458044.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -458092.187500 Penalty: 2909.512695
	Iteration 21Q: 3 clusters Score -458092.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -458137.312500 Penalty: 2909.512695
	Iteration 22Q: 3 clusters Score -458137.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -458185.000000 Penalty: 2909.512695
	Iteration 23Q: 3 clusters Score -458185 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -458227.093750 Penalty: 2909.512695
	Iteration 24Q: 3 clusters Score -458227.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -458263.437500 Penalty: 2909.512695
	Iteration 25Q: 3 clusters Score -458263.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -458297.437500 Penalty: 2909.512695
	Iteration 26Q: 3 clusters Score -458297.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -458317.343750 Penalty: 2909.512695
	Iteration 27Q: 3 clusters Score -458317.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -458336.187500 Penalty: 2909.512695
	Iteration 28Q: 3 clusters Score -458336.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -458350.750000 Penalty: 2909.512695
	Iteration 29Q: 3 clusters Score -458350.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -458362.843750 Penalty: 2909.512695
	Iteration 30Q: 3 clusters Score -458362.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -458379.062500 Penalty: 2909.512695
	Iteration 31Q: 3 clusters Score -458379.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -458392.812500 Penalty: 2909.512695
	Iteration 32Q: 3 clusters Score -458392.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -458406.406250 Penalty: 2909.512695
	Iteration 33Q: 3 clusters Score -458406.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -458418.875000 Penalty: 2909.512695
	Iteration 34Q: 3 clusters Score -458418.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -458426.937500 Penalty: 2909.512695
	Iteration 35Q: 3 clusters Score -458426.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -458434.937500 Penalty: 2909.512695
	Iteration 36Q: 3 clusters Score -458434.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -458443.875000 Penalty: 2909.512695
	Iteration 37Q: 3 clusters Score -458443.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -458449.187500 Penalty: 2909.512695
	Iteration 38Q: 3 clusters Score -458449.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -458457.218750 Penalty: 2909.512695
	Iteration 39Q: 3 clusters Score -458457.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -458462.312500 Penalty: 2909.512695
	Iteration 40F: 3 clusters Score -458462.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -458469.437500 Penalty: 2909.512695
	Iteration 41Q: 3 clusters Score -458469.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -458476.343750 Penalty: 2909.512695
	Iteration 42Q: 3 clusters Score -458476.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -458482.125000 Penalty: 2909.512695
	Iteration 43Q: 3 clusters Score -458482.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -458488.125000 Penalty: 2909.512695
	Iteration 44Q: 3 clusters Score -458488.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -458489.687500 Penalty: 2909.512695
	Iteration 45Q: 3 clusters Score -458489.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -458491.437500 Penalty: 2909.512695
	Iteration 46Q: 3 clusters Score -458491.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -458493.062500 Penalty: 2909.512695
	Iteration 47Q: 3 clusters Score -458493.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -458494.656250 Penalty: 2909.512695
	Iteration 48Q: 3 clusters Score -458494.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -458496.125000 Penalty: 2909.512695
	Iteration 49Q: 3 clusters Score -458496.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -458498.343750 Penalty: 2909.512695
	Iteration 50Q: 3 clusters Score -458498.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -458500.218750 Penalty: 2909.512695
	Iteration 51Q: 3 clusters Score -458500.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -458501.250000 Penalty: 2909.512695
	Iteration 52Q: 3 clusters Score -458501.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -458503.937500 Penalty: 2909.512695
	Iteration 53Q: 3 clusters Score -458503.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -458505.750000 Penalty: 2909.512695
	Iteration 54Q: 3 clusters Score -458505.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -458508.281250 Penalty: 2909.512695
	Iteration 55Q: 3 clusters Score -458508.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -458511.000000 Penalty: 2909.512695
	Iteration 56Q: 3 clusters Score -458511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -458511.437500 Penalty: 2909.512695
	Iteration 57Q: 3 clusters Score -458511.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -458512.812500 Penalty: 2909.512695
	Iteration 58Q: 3 clusters Score -458512.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -458514.781250 Penalty: 2909.512695
	Iteration 59Q: 3 clusters Score -458514.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -458516.218750 Penalty: 2909.512695
	Iteration 60F: 3 clusters Score -458516.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -458517.718750 Penalty: 2909.512695
	Iteration 61Q: 3 clusters Score -458517.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -458518.218750 Penalty: 2909.512695
	Iteration 62Q: 3 clusters Score -458518.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -458518.656250 Penalty: 2909.512695
	Iteration 63Q: 3 clusters Score -458518.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -458521.343750 Penalty: 2909.512695
	Iteration 64Q: 3 clusters Score -458521.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -458520.218750 Penalty: 2909.512695
	Iteration 65Q: 3 clusters Score -458520.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -458521.875000 Penalty: 2909.512695
	Iteration 66Q: 3 clusters Score -458521.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -458523.093750 Penalty: 2909.512695
	Iteration 67Q: 3 clusters Score -458523.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -458524.218750 Penalty: 2909.512695
	Iteration 68Q: 3 clusters Score -458524.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -458525.781250 Penalty: 2909.512695
	Iteration 69Q: 3 clusters Score -458525.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -458526.906250 Penalty: 2909.512695
	Iteration 70Q: 3 clusters Score -458526.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -458526.250000 Penalty: 2909.512695
	Iteration 71Q: 3 clusters Score -458526.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -458526.250000 Penalty: 2909.512695
	Iteration 72F: 3 clusters Score -458526.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 75949 members 
Mstep: Class 4 contains 6473 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 6686 members 
Mstep: Class 8 contains 18025 members 
Mstep: Class 9 contains 10080 members 
Mstep: Class 10 contains 92878 members 
Mstep: Class 11 contains 58061 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4680 members 
Mstep: Class 14 contains 11981 members 
Mstep: Class 15 contains 3631 members 
Mstep: Class 16 contains 19784 members 
Mstep: Class 17 contains 10635 members 
Mstep: Class 18 contains 730 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 7726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337642.000000 Penalty: 41578.109375
Iteration 119Q: 21 clusters Score -2.133764e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 6578 members 
Mstep: Class 3 contains 75920 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 6688 members 
Mstep: Class 8 contains 18039 members 
Mstep: Class 9 contains 10072 members 
Mstep: Class 10 contains 92864 members 
Mstep: Class 11 contains 58080 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4679 members 
Mstep: Class 14 contains 11980 members 
Mstep: Class 15 contains 3631 members 
Mstep: Class 16 contains 19809 members 
Mstep: Class 17 contains 10630 members 
Mstep: Class 18 contains 730 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 7728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337630.000000 Penalty: 41578.109375
Iteration 120F: 21 clusters Score -2.133763e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 6579 members 
Mstep: Class 3 contains 75881 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4113 members 
Mstep: Class 7 contains 6689 members 
Mstep: Class 8 contains 18052 members 
Mstep: Class 9 contains 10067 members 
Mstep: Class 10 contains 92865 members 
Mstep: Class 11 contains 58091 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4679 members 
Mstep: Class 14 contains 11979 members 
Mstep: Class 15 contains 3631 members 
Mstep: Class 16 contains 19835 members 
Mstep: Class 17 contains 10625 members 
Mstep: Class 18 contains 730 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 7730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337636.000000 Penalty: 41578.109375
Iteration 121Q: 21 clusters Score -2.133764e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 6578 members 
Mstep: Class 3 contains 75829 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 6691 members 
Mstep: Class 8 contains 18067 members 
Mstep: Class 9 contains 10065 members 
Mstep: Class 10 contains 92865 members 
Mstep: Class 11 contains 58106 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4679 members 
Mstep: Class 14 contains 11977 members 
Mstep: Class 15 contains 3631 members 
Mstep: Class 16 contains 19868 members 
Mstep: Class 17 contains 10618 members 
Mstep: Class 18 contains 730 members 
Mstep: Class 19 contains 1517 members 
Mstep: Class 20 contains 7731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337662.000000 Penalty: 41578.109375
Iteration 122Q: 21 clusters Score -2.133766e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 6580 members 
Mstep: Class 3 contains 75784 members 
Mstep: Class 4 contains 6470 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 6694 members 
Mstep: Class 8 contains 18081 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 10 contains 92859 members 
Mstep: Class 11 contains 58114 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4678 members 
Mstep: Class 14 contains 11973 members 
Mstep: Class 15 contains 3631 members 
Mstep: Class 16 contains 19904 members 
Mstep: Class 17 contains 10610 members 
Mstep: Class 18 contains 730 members 
Mstep: Class 19 contains 1518 members 
Mstep: Class 20 contains 7733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337690.000000 Penalty: 41578.109375
Iteration 123Q: 21 clusters Score -2.133769e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 6584 members 
Mstep: Class 3 contains 75741 members 
Mstep: Class 4 contains 6471 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 6695 members 
Mstep: Class 8 contains 18097 members 
Mstep: Class 9 contains 10057 members 
Mstep: Class 10 contains 92858 members 
Mstep: Class 11 contains 58126 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4677 members 
Mstep: Class 14 contains 11965 members 
Mstep: Class 15 contains 3630 members 
Mstep: Class 16 contains 19927 members 
Mstep: Class 17 contains 10607 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 20 contains 7733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337670.000000 Penalty: 41578.109375
Iteration 124Q: 21 clusters Score -2.133767e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 6589 members 
Mstep: Class 3 contains 75708 members 
Mstep: Class 4 contains 6474 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4101 members 
Mstep: Class 7 contains 6696 members 
Mstep: Class 8 contains 18110 members 
Mstep: Class 9 contains 10055 members 
Mstep: Class 10 contains 92845 members 
Mstep: Class 11 contains 58135 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4676 members 
Mstep: Class 14 contains 11962 members 
Mstep: Class 15 contains 3630 members 
Mstep: Class 16 contains 19952 members 
Mstep: Class 17 contains 10605 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 20 contains 7732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337662.000000 Penalty: 41578.109375
Iteration 125Q: 21 clusters Score -2.133766e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 6588 members 
Mstep: Class 3 contains 75668 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 6695 members 
Mstep: Class 8 contains 18124 members 
Mstep: Class 9 contains 10053 members 
Mstep: Class 10 contains 92838 members 
Mstep: Class 11 contains 58150 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4674 members 
Mstep: Class 14 contains 11962 members 
Mstep: Class 15 contains 3631 members 
Mstep: Class 16 contains 19982 members 
Mstep: Class 17 contains 10599 members 
Mstep: Class 18 contains 725 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 20 contains 7732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337696.000000 Penalty: 41578.109375
Iteration 126Q: 21 clusters Score -2.13377e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 6586 members 
Mstep: Class 3 contains 75629 members 
Mstep: Class 4 contains 6477 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4096 members 
Mstep: Class 7 contains 6695 members 
Mstep: Class 8 contains 18138 members 
Mstep: Class 9 contains 10053 members 
Mstep: Class 10 contains 92832 members 
Mstep: Class 11 contains 58161 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 11959 members 
Mstep: Class 15 contains 3631 members 
Mstep: Class 16 contains 20003 members 
Mstep: Class 17 contains 10597 members 
Mstep: Class 18 contains 724 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 20 contains 7734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337744.000000 Penalty: 41578.109375
Iteration 127Q: 21 clusters Score -2.133774e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 6590 members 
Mstep: Class 3 contains 75579 members 
Mstep: Class 4 contains 6477 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 6695 members 
Mstep: Class 8 contains 18156 members 
Mstep: Class 9 contains 10051 members 
Mstep: Class 10 contains 92828 members 
Mstep: Class 11 contains 58167 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 11957 members 
Mstep: Class 15 contains 3631 members 
Mstep: Class 16 contains 20037 members 
Mstep: Class 17 contains 10593 members 
Mstep: Class 18 contains 723 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 20 contains 7735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337738.000000 Penalty: 41578.109375
Iteration 128Q: 21 clusters Score -2.133774e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 6590 members 
Mstep: Class 3 contains 75540 members 
Mstep: Class 4 contains 6479 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 6695 members 
Mstep: Class 8 contains 18173 members 
Mstep: Class 9 contains 10046 members 
Mstep: Class 10 contains 92827 members 
Mstep: Class 11 contains 58173 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 11958 members 
Mstep: Class 15 contains 3630 members 
Mstep: Class 16 contains 20059 members 
Mstep: Class 17 contains 10587 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 20 contains 7737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337762.000000 Penalty: 41578.109375
Iteration 129Q: 21 clusters Score -2.133776e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 6588 members 
Mstep: Class 3 contains 75491 members 
Mstep: Class 4 contains 6482 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 6695 members 
Mstep: Class 8 contains 18186 members 
Mstep: Class 9 contains 10043 members 
Mstep: Class 10 contains 92829 members 
Mstep: Class 11 contains 58179 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 11957 members 
Mstep: Class 15 contains 3630 members 
Mstep: Class 16 contains 20097 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 20 contains 7739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337712.000000 Penalty: 41578.109375
Iteration 130Q: 21 clusters Score -2.133771e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 6586 members 
Mstep: Class 3 contains 75434 members 
Mstep: Class 4 contains 6482 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4093 members 
Mstep: Class 7 contains 6695 members 
Mstep: Class 8 contains 18198 members 
Mstep: Class 9 contains 10042 members 
Mstep: Class 10 contains 92834 members 
Mstep: Class 11 contains 58185 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 11957 members 
Mstep: Class 15 contains 3630 members 
Mstep: Class 16 contains 20137 members 
Mstep: Class 17 contains 10582 members 
Mstep: Class 18 contains 720 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 20 contains 7743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337720.000000 Penalty: 41578.109375
Iteration 131Q: 21 clusters Score -2.133772e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 6588 members 
Mstep: Class 3 contains 75364 members 
Mstep: Class 4 contains 6484 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4094 members 
Mstep: Class 7 contains 6697 members 
Mstep: Class 8 contains 18212 members 
Mstep: Class 9 contains 10040 members 
Mstep: Class 10 contains 92842 members 
Mstep: Class 11 contains 58192 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 11954 members 
Mstep: Class 15 contains 3630 members 
Mstep: Class 16 contains 20177 members 
Mstep: Class 17 contains 10577 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 7744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337756.000000 Penalty: 41578.109375
Iteration 132Q: 21 clusters Score -2.133776e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 6589 members 
Mstep: Class 3 contains 75297 members 
Mstep: Class 4 contains 6485 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4095 members 
Mstep: Class 7 contains 6697 members 
Mstep: Class 8 contains 18215 members 
Mstep: Class 9 contains 10033 members 
Mstep: Class 10 contains 92845 members 
Mstep: Class 11 contains 58199 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4674 members 
Mstep: Class 14 contains 11951 members 
Mstep: Class 15 contains 3629 members 
Mstep: Class 16 contains 20230 members 
Mstep: Class 17 contains 10573 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 7750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337736.000000 Penalty: 41578.109375
Iteration 133Q: 21 clusters Score -2.133774e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 6589 members 
Mstep: Class 3 contains 75225 members 
Mstep: Class 4 contains 6485 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4095 members 
Mstep: Class 7 contains 6697 members 
Mstep: Class 8 contains 18221 members 
Mstep: Class 9 contains 10023 members 
Mstep: Class 10 contains 92844 members 
Mstep: Class 11 contains 58205 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4674 members 
Mstep: Class 14 contains 11947 members 
Mstep: Class 15 contains 3628 members 
Mstep: Class 16 contains 20300 members 
Mstep: Class 17 contains 10569 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 7752 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 21 clusters Score -2.133775e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 6589 members 
Mstep: Class 3 contains 75162 members 
Mstep: Class 4 contains 6486 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4095 members 
Mstep: Class 7 contains 6698 members 
Mstep: Class 8 contains 18225 members 
Mstep: Class 9 contains 10018 members 
Mstep: Class 10 contains 92830 members 
Mstep: Class 11 contains 58218 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 11943 members 
Mstep: Class 15 contains 3627 members 
Mstep: Class 16 contains 20367 members 
Mstep: Class 17 contains 10565 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 7754 members 
Entering Unmasked Estep 
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Iteration 135Q: 21 clusters Score -2.133771e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 6590 members 
Mstep: Class 3 contains 75085 members 
Mstep: Class 4 contains 6487 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4095 members 
Mstep: Class 7 contains 6699 members 
Mstep: Class 8 contains 18234 members 
Mstep: Class 9 contains 10013 members 
Mstep: Class 10 contains 92822 members 
Mstep: Class 11 contains 58228 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 11938 members 
Mstep: Class 15 contains 3626 members 
Mstep: Class 16 contains 20439 members 
Mstep: Class 17 contains 10558 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 7756 members 
Entering Unmasked Estep 
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Iteration 136Q: 21 clusters Score -2.13377e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 6590 members 
Mstep: Class 3 contains 74997 members 
Mstep: Class 4 contains 6486 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4095 members 
Mstep: Class 7 contains 6700 members 
Mstep: Class 8 contains 18237 members 
Mstep: Class 9 contains 10009 members 
Mstep: Class 10 contains 92814 members 
Mstep: Class 11 contains 58240 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 11935 members 
Mstep: Class 15 contains 3625 members 
Mstep: Class 16 contains 20517 members 
Mstep: Class 17 contains 10550 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 20 contains 7761 members 
Entering Unmasked Estep 
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Iteration 137Q: 21 clusters Score -2.133772e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 6593 members 
Mstep: Class 3 contains 74888 members 
Mstep: Class 4 contains 6490 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6701 members 
Mstep: Class 8 contains 18241 members 
Mstep: Class 9 contains 10007 members 
Mstep: Class 10 contains 92810 members 
Mstep: Class 11 contains 58264 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4669 members 
Mstep: Class 14 contains 11929 members 
Mstep: Class 15 contains 3624 members 
Mstep: Class 16 contains 20606 members 
Mstep: Class 17 contains 10536 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 7762 members 
Entering Unmasked Estep 
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Iteration 138Q: 21 clusters Score -2.133772e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 6600 members 
Mstep: Class 3 contains 74780 members 
Mstep: Class 4 contains 6490 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4089 members 
Mstep: Class 7 contains 6702 members 
Mstep: Class 8 contains 18250 members 
Mstep: Class 9 contains 10001 members 
Mstep: Class 10 contains 92801 members 
Mstep: Class 11 contains 58294 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4666 members 
Mstep: Class 14 contains 11923 members 
Mstep: Class 15 contains 3624 members 
Mstep: Class 16 contains 20685 members 
Mstep: Class 17 contains 10525 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 7762 members 
Entering Unmasked Estep 
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Iteration 139Q: 21 clusters Score -2.133777e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 6605 members 
Mstep: Class 3 contains 74656 members 
Mstep: Class 4 contains 6492 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4087 members 
Mstep: Class 7 contains 6702 members 
Mstep: Class 8 contains 18274 members 
Mstep: Class 9 contains 9996 members 
Mstep: Class 10 contains 92784 members 
Mstep: Class 11 contains 58332 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 11915 members 
Mstep: Class 15 contains 3623 members 
Mstep: Class 16 contains 20767 members 
Mstep: Class 17 contains 10509 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 7762 members 
Entering Unmasked Estep 
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Iteration 140F: 21 clusters Score -2.133774e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 6608 members 
Mstep: Class 3 contains 74505 members 
Mstep: Class 4 contains 6490 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4084 members 
Mstep: Class 7 contains 6702 members 
Mstep: Class 8 contains 18299 members 
Mstep: Class 9 contains 9992 members 
Mstep: Class 10 contains 92769 members 
Mstep: Class 11 contains 58371 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4667 members 
Mstep: Class 14 contains 11909 members 
Mstep: Class 15 contains 3621 members 
Mstep: Class 16 contains 20868 members 
Mstep: Class 17 contains 10497 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 7767 members 
Entering Unmasked Estep 
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Iteration 141Q: 21 clusters Score -2.133789e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 6614 members 
Mstep: Class 3 contains 74347 members 
Mstep: Class 4 contains 6493 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4077 members 
Mstep: Class 7 contains 6703 members 
Mstep: Class 8 contains 18323 members 
Mstep: Class 9 contains 9987 members 
Mstep: Class 10 contains 92756 members 
Mstep: Class 11 contains 58399 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 11905 members 
Mstep: Class 15 contains 3618 members 
Mstep: Class 16 contains 20978 members 
Mstep: Class 17 contains 10476 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 7774 members 
Entering Unmasked Estep 
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Iteration 142Q: 21 clusters Score -2.13379e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 6619 members 
Mstep: Class 3 contains 74191 members 
Mstep: Class 4 contains 6491 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4065 members 
Mstep: Class 7 contains 6705 members 
Mstep: Class 8 contains 18348 members 
Mstep: Class 9 contains 9984 members 
Mstep: Class 10 contains 92750 members 
Mstep: Class 11 contains 58417 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 11898 members 
Mstep: Class 15 contains 3619 members 
Mstep: Class 16 contains 21101 members 
Mstep: Class 17 contains 10450 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 1523 members 
Mstep: Class 20 contains 7778 members 
Entering Unmasked Estep 
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Iteration 143Q: 21 clusters Score -2.13379e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 6628 members 
Mstep: Class 3 contains 74004 members 
Mstep: Class 4 contains 6488 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4057 members 
Mstep: Class 7 contains 6709 members 
Mstep: Class 8 contains 18396 members 
Mstep: Class 9 contains 9980 members 
Mstep: Class 10 contains 92722 members 
Mstep: Class 11 contains 58447 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 11896 members 
Mstep: Class 15 contains 3618 members 
Mstep: Class 16 contains 21246 members 
Mstep: Class 17 contains 10421 members 
Mstep: Class 18 contains 718 members 
Mstep: Class 19 contains 1523 members 
Mstep: Class 20 contains 7782 members 
Entering Unmasked Estep 
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Iteration 144Q: 21 clusters Score -2.133794e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 6635 members 
Mstep: Class 3 contains 73815 members 
Mstep: Class 4 contains 6486 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4051 members 
Mstep: Class 7 contains 6713 members 
Mstep: Class 8 contains 18452 members 
Mstep: Class 9 contains 9973 members 
Mstep: Class 10 contains 92681 members 
Mstep: Class 11 contains 58459 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 11887 members 
Mstep: Class 15 contains 3614 members 
Mstep: Class 16 contains 21401 members 
Mstep: Class 17 contains 10397 members 
Mstep: Class 18 contains 717 members 
Mstep: Class 19 contains 1524 members 
Mstep: Class 20 contains 7786 members 
Entering Unmasked Estep 
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Iteration 145Q: 21 clusters Score -2.133798e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 6641 members 
Mstep: Class 3 contains 73604 members 
Mstep: Class 4 contains 6487 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4050 members 
Mstep: Class 7 contains 6714 members 
Mstep: Class 8 contains 18500 members 
Mstep: Class 9 contains 9958 members 
Mstep: Class 10 contains 92645 members 
Mstep: Class 11 contains 58478 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 11879 members 
Mstep: Class 15 contains 3612 members 
Mstep: Class 16 contains 21589 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 716 members 
Mstep: Class 19 contains 1524 members 
Mstep: Class 20 contains 7796 members 
Entering Unmasked Estep 
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Iteration 146Q: 21 clusters Score -2.133802e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 6648 members 
Mstep: Class 3 contains 73384 members 
Mstep: Class 4 contains 6490 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4044 members 
Mstep: Class 7 contains 6713 members 
Mstep: Class 8 contains 18553 members 
Mstep: Class 9 contains 9938 members 
Mstep: Class 10 contains 92593 members 
Mstep: Class 11 contains 58510 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4674 members 
Mstep: Class 14 contains 11871 members 
Mstep: Class 15 contains 3614 members 
Mstep: Class 16 contains 21800 members 
Mstep: Class 17 contains 10332 members 
Mstep: Class 18 contains 710 members 
Mstep: Class 19 contains 1524 members 
Mstep: Class 20 contains 7802 members 
Entering Unmasked Estep 
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Iteration 147Q: 21 clusters Score -2.133807e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 6649 members 
Mstep: Class 3 contains 73115 members 
Mstep: Class 4 contains 6494 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4041 members 
Mstep: Class 7 contains 6714 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 9920 members 
Mstep: Class 10 contains 92520 members 
Mstep: Class 11 contains 58541 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4674 members 
Mstep: Class 14 contains 11861 members 
Mstep: Class 15 contains 3615 members 
Mstep: Class 16 contains 22067 members 
Mstep: Class 17 contains 10296 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1524 members 
Mstep: Class 20 contains 7813 members 
Entering Unmasked Estep 
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Iteration 148Q: 21 clusters Score -2.133813e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 6655 members 
Mstep: Class 3 contains 72793 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4035 members 
Mstep: Class 7 contains 6715 members 
Mstep: Class 8 contains 18675 members 
Mstep: Class 9 contains 9901 members 
Mstep: Class 10 contains 92457 members 
Mstep: Class 11 contains 58585 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 4676 members 
Mstep: Class 14 contains 11851 members 
Mstep: Class 15 contains 3612 members 
Mstep: Class 16 contains 22361 members 
Mstep: Class 17 contains 10254 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 1525 members 
Mstep: Class 20 contains 7823 members 
Entering Unmasked Estep 
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Iteration 149Q: 21 clusters Score -2.13382e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 6658 members 
Mstep: Class 3 contains 72453 members 
Mstep: Class 4 contains 6504 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 6716 members 
Mstep: Class 8 contains 18714 members 
Mstep: Class 9 contains 9891 members 
Mstep: Class 10 contains 92380 members 
Mstep: Class 11 contains 58628 members 
Mstep: Class 12 contains 1970 members 
Mstep: Class 13 contains 4680 members 
Mstep: Class 14 contains 11842 members 
Mstep: Class 15 contains 3610 members 
Mstep: Class 16 contains 22717 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 1525 members 
Mstep: Class 20 contains 7833 members 
Entering Unmasked Estep 
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Iteration 150Q: 21 clusters Score -2.133837e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 6666 members 
Mstep: Class 3 contains 72113 members 
Mstep: Class 4 contains 6512 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4018 members 
Mstep: Class 7 contains 6717 members 
Mstep: Class 8 contains 18772 members 
Mstep: Class 9 contains 9875 members 
Mstep: Class 10 contains 92281 members 
Mstep: Class 11 contains 58653 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 4683 members 
Mstep: Class 14 contains 11830 members 
Mstep: Class 15 contains 3609 members 
Mstep: Class 16 contains 23080 members 
Mstep: Class 17 contains 10176 members 
Mstep: Class 18 contains 686 members 
Mstep: Class 19 contains 1525 members 
Mstep: Class 20 contains 7841 members 
Entering Unmasked Estep 
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Iteration 151Q: 21 clusters Score -2.133846e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 6667 members 
Mstep: Class 3 contains 71791 members 
Mstep: Class 4 contains 6519 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 6718 members 
Mstep: Class 8 contains 18833 members 
Mstep: Class 9 contains 9857 members 
Mstep: Class 10 contains 92168 members 
Mstep: Class 11 contains 58665 members 
Mstep: Class 12 contains 1973 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 11819 members 
Mstep: Class 15 contains 3609 members 
Mstep: Class 16 contains 23463 members 
Mstep: Class 17 contains 10139 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 7848 members 
Entering Unmasked Estep 
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Iteration 152Q: 21 clusters Score -2.133859e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 6668 members 
Mstep: Class 3 contains 71458 members 
Mstep: Class 4 contains 6526 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 6721 members 
Mstep: Class 8 contains 18896 members 
Mstep: Class 9 contains 9841 members 
Mstep: Class 10 contains 92057 members 
Mstep: Class 11 contains 58690 members 
Mstep: Class 12 contains 1976 members 
Mstep: Class 13 contains 4692 members 
Mstep: Class 14 contains 11802 members 
Mstep: Class 15 contains 3609 members 
Mstep: Class 16 contains 23860 members 
Mstep: Class 17 contains 10076 members 
Mstep: Class 18 contains 671 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 7857 members 
Entering Unmasked Estep 
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Iteration 153Q: 21 clusters Score -2.133874e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 6663 members 
Mstep: Class 3 contains 71082 members 
Mstep: Class 4 contains 6531 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 6725 members 
Mstep: Class 8 contains 18964 members 
Mstep: Class 9 contains 9812 members 
Mstep: Class 10 contains 91941 members 
Mstep: Class 11 contains 58703 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 11789 members 
Mstep: Class 15 contains 3609 members 
Mstep: Class 16 contains 24320 members 
Mstep: Class 17 contains 10017 members 
Mstep: Class 18 contains 667 members 
Mstep: Class 19 contains 1525 members 
Mstep: Class 20 contains 7865 members 
Entering Unmasked Estep 
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Iteration 154Q: 21 clusters Score -2.133875e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 6672 members 
Mstep: Class 3 contains 70673 members 
Mstep: Class 4 contains 6542 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 6725 members 
Mstep: Class 8 contains 19043 members 
Mstep: Class 9 contains 9778 members 
Mstep: Class 10 contains 91826 members 
Mstep: Class 11 contains 58722 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 4700 members 
Mstep: Class 14 contains 11782 members 
Mstep: Class 15 contains 3610 members 
Mstep: Class 16 contains 24771 members 
Mstep: Class 17 contains 9961 members 
Mstep: Class 18 contains 659 members 
Mstep: Class 19 contains 1524 members 
Mstep: Class 20 contains 7880 members 
Entering Unmasked Estep 
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Iteration 155Q: 21 clusters Score -2.13389e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 6666 members 
Mstep: Class 3 contains 70202 members 
Mstep: Class 4 contains 6550 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 3969 members 
Mstep: Class 7 contains 6724 members 
Mstep: Class 8 contains 19110 members 
Mstep: Class 9 contains 9732 members 
Mstep: Class 10 contains 91731 members 
Mstep: Class 11 contains 58752 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 11780 members 
Mstep: Class 15 contains 3610 members 
Mstep: Class 16 contains 25299 members 
Mstep: Class 17 contains 9905 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 1524 members 
Mstep: Class 20 contains 7894 members 
Entering Unmasked Estep 
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Iteration 156Q: 21 clusters Score -2.133907e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 6675 members 
Mstep: Class 3 contains 69698 members 
Mstep: Class 4 contains 6553 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 6727 members 
Mstep: Class 8 contains 19159 members 
Mstep: Class 9 contains 9684 members 
Mstep: Class 10 contains 91616 members 
Mstep: Class 11 contains 58762 members 
Mstep: Class 12 contains 1994 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 11780 members 
Mstep: Class 15 contains 3610 members 
Mstep: Class 16 contains 25906 members 
Mstep: Class 17 contains 9855 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 1523 members 
Mstep: Class 20 contains 7906 members 
Entering Unmasked Estep 
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Iteration 157Q: 21 clusters Score -2.133923e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 6677 members 
Mstep: Class 3 contains 69188 members 
Mstep: Class 4 contains 6559 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 3949 members 
Mstep: Class 7 contains 6736 members 
Mstep: Class 8 contains 19205 members 
Mstep: Class 9 contains 9645 members 
Mstep: Class 10 contains 91501 members 
Mstep: Class 11 contains 58774 members 
Mstep: Class 12 contains 1995 members 
Mstep: Class 13 contains 4707 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 3604 members 
Mstep: Class 16 contains 26536 members 
Mstep: Class 17 contains 9790 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 1525 members 
Mstep: Class 20 contains 7920 members 
Entering Unmasked Estep 
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Iteration 158Q: 21 clusters Score -2.133938e+07 nChanged 1419
Entering ConstructFrom: 
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Entering ConstructFrom: 
Trying to split cluster 1 (17877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Entering Unmasked Estep 
Score: -1059254.875000 Penalty: 1591.081421
	Iteration 0F: 2 clusters Score -1059255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1046966.812500 Penalty: 3182.162842
	Iteration 0F: 3 clusters Score -1046967 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1051834.125000 Penalty: 3182.162842
	Iteration 1F: 3 clusters Score -1051834 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1052627.125000 Penalty: 3182.162842
	Iteration 2F: 3 clusters Score -1052627 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1053564.875000 Penalty: 3182.162842
	Iteration 3F: 3 clusters Score -1053565 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1054646.875000 Penalty: 3182.162842
	Iteration 4F: 3 clusters Score -1054647 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1055633.000000 Penalty: 3182.162842
	Iteration 5F: 3 clusters Score -1055633 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1056350.250000 Penalty: 3182.162842
	Iteration 6F: 3 clusters Score -1056350 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1056859.375000 Penalty: 3182.162842
	Iteration 7Q: 3 clusters Score -1056859 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1057292.250000 Penalty: 3182.162842
	Iteration 8Q: 3 clusters Score -1057292 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1057701.625000 Penalty: 3182.162842
	Iteration 9Q: 3 clusters Score -1057702 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1058014.250000 Penalty: 3182.162842
	Iteration 10Q: 3 clusters Score -1058014 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1058224.000000 Penalty: 3182.162842
	Iteration 11Q: 3 clusters Score -1058224 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1058423.125000 Penalty: 3182.162842
	Iteration 12Q: 3 clusters Score -1058423 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1058590.625000 Penalty: 3182.162842
	Iteration 13Q: 3 clusters Score -1058591 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1058717.250000 Penalty: 3182.162842
	Iteration 14Q: 3 clusters Score -1058717 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1058828.375000 Penalty: 3182.162842
	Iteration 15Q: 3 clusters Score -1058828 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1058922.250000 Penalty: 3182.162842
	Iteration 16Q: 3 clusters Score -1058922 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1059009.250000 Penalty: 3182.162842
	Iteration 17Q: 3 clusters Score -1059009 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1059082.500000 Penalty: 3182.162842
	Iteration 18Q: 3 clusters Score -1059082 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1059162.000000 Penalty: 3182.162842
	Iteration 19Q: 3 clusters Score -1059162 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1059247.125000 Penalty: 3182.162842
	Iteration 20F: 3 clusters Score -1059247 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1059338.000000 Penalty: 3182.162842
	Iteration 21Q: 3 clusters Score -1059338 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1059383.625000 Penalty: 3182.162842
	Iteration 22Q: 3 clusters Score -1059384 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1059426.875000 Penalty: 3182.162842
	Iteration 23Q: 3 clusters Score -1059427 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1059450.250000 Penalty: 3182.162842
	Iteration 24Q: 3 clusters Score -1059450 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1059464.375000 Penalty: 3182.162842
	Iteration 25Q: 3 clusters Score -1059464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1059465.000000 Penalty: 3182.162842
	Iteration 26Q: 3 clusters Score -1059465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1059472.750000 Penalty: 3182.162842
	Iteration 27Q: 3 clusters Score -1059473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1059478.375000 Penalty: 3182.162842
	Iteration 28Q: 3 clusters Score -1059478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1059483.625000 Penalty: 3182.162842
	Iteration 29Q: 3 clusters Score -1059484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1059488.875000 Penalty: 3182.162842
	Iteration 30Q: 3 clusters Score -1059489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1059488.750000 Penalty: 3182.162842
	Iteration 31Q: 3 clusters Score -1059489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1059493.125000 Penalty: 3182.162842
	Iteration 32Q: 3 clusters Score -1059493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1059493.000000 Penalty: 3182.162842
	Iteration 33Q: 3 clusters Score -1059493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1059497.750000 Penalty: 3182.162842
	Iteration 34Q: 3 clusters Score -1059498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1059500.125000 Penalty: 3182.162842
	Iteration 35Q: 3 clusters Score -1059500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1059500.375000 Penalty: 3182.162842
	Iteration 36Q: 3 clusters Score -1059500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1059504.250000 Penalty: 3182.162842
	Iteration 37Q: 3 clusters Score -1059504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1059503.750000 Penalty: 3182.162842
	Iteration 38Q: 3 clusters Score -1059504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1059503.625000 Penalty: 3182.162842
	Iteration 39Q: 3 clusters Score -1059504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1059503.125000 Penalty: 3182.162842
	Iteration 40F: 3 clusters Score -1059503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1059501.500000 Penalty: 3182.162842
	Iteration 41Q: 3 clusters Score -1059502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1059502.125000 Penalty: 3182.162842
	Iteration 42Q: 3 clusters Score -1059502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1059503.000000 Penalty: 3182.162842
	Iteration 43Q: 3 clusters Score -1059503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1059505.125000 Penalty: 3182.162842
	Iteration 44Q: 3 clusters Score -1059505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1059503.625000 Penalty: 3182.162842
	Iteration 45Q: 3 clusters Score -1059504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1059504.625000 Penalty: 3182.162842
	Iteration 46Q: 3 clusters Score -1059505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1059504.625000 Penalty: 3182.162842
	Iteration 47F: 3 clusters Score -1059505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 6685 members 
Mstep: Class 3 contains 68670 members 
Mstep: Class 4 contains 6570 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 3947 members 
Mstep: Class 7 contains 6739 members 
Mstep: Class 8 contains 19265 members 
Mstep: Class 9 contains 9610 members 
Mstep: Class 10 contains 91390 members 
Mstep: Class 11 contains 58773 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 4708 members 
Mstep: Class 14 contains 11777 members 
Mstep: Class 15 contains 3603 members 
Mstep: Class 16 contains 27157 members 
Mstep: Class 17 contains 9720 members 
Mstep: Class 18 contains 634 members 
Mstep: Class 19 contains 1525 members 
Mstep: Class 20 contains 7929 members 
Mstep: Class 21 contains 1908 members 
Entering Unmasked Estep 
Score: -21339192.000000 Penalty: 43657.015625
Splitting cluster 1 changes total score from -21339382.000000 to -21339192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -410849.500000 Penalty: 1431.238525
	Iteration 0F: 2 clusters Score -410849.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -405781.531250 Penalty: 2862.477051
	Iteration 0F: 3 clusters Score -405781.5 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -407301.625000 Penalty: 2862.477051
	Iteration 1F: 3 clusters Score -407301.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -407528.750000 Penalty: 2862.477051
	Iteration 2F: 3 clusters Score -407528.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -407711.625000 Penalty: 2862.477051
	Iteration 3F: 3 clusters Score -407711.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -407866.656250 Penalty: 2862.477051
	Iteration 4Q: 3 clusters Score -407866.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -407992.843750 Penalty: 2862.477051
	Iteration 5Q: 3 clusters Score -407992.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -408085.000000 Penalty: 2862.477051
	Iteration 6Q: 3 clusters Score -408085 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -408159.468750 Penalty: 2862.477051
	Iteration 7Q: 3 clusters Score -408159.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -408230.718750 Penalty: 2862.477051
	Iteration 8Q: 3 clusters Score -408230.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -408293.218750 Penalty: 2862.477051
	Iteration 9Q: 3 clusters Score -408293.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -408364.812500 Penalty: 2862.477051
	Iteration 10Q: 3 clusters Score -408364.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -408443.718750 Penalty: 2862.477051
	Iteration 11Q: 3 clusters Score -408443.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -408538.468750 Penalty: 2862.477051
	Iteration 12Q: 3 clusters Score -408538.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -408651.093750 Penalty: 2862.477051
	Iteration 13Q: 3 clusters Score -408651.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -408753.718750 Penalty: 2862.477051
	Iteration 14Q: 3 clusters Score -408753.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -408860.562500 Penalty: 2862.477051
	Iteration 15Q: 3 clusters Score -408860.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -408962.875000 Penalty: 2862.477051
	Iteration 16Q: 3 clusters Score -408962.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -409052.562500 Penalty: 2862.477051
	Iteration 17Q: 3 clusters Score -409052.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -409124.250000 Penalty: 2862.477051
	Iteration 18Q: 3 clusters Score -409124.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -409176.593750 Penalty: 2862.477051
	Iteration 19Q: 3 clusters Score -409176.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -409209.250000 Penalty: 2862.477051
	Iteration 20F: 3 clusters Score -409209.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -409241.343750 Penalty: 2862.477051
	Iteration 21Q: 3 clusters Score -409241.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -409269.656250 Penalty: 2862.477051
	Iteration 22Q: 3 clusters Score -409269.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -409292.562500 Penalty: 2862.477051
	Iteration 23Q: 3 clusters Score -409292.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -409321.437500 Penalty: 2862.477051
	Iteration 24Q: 3 clusters Score -409321.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -409354.843750 Penalty: 2862.477051
	Iteration 25Q: 3 clusters Score -409354.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -409390.156250 Penalty: 2862.477051
	Iteration 26Q: 3 clusters Score -409390.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -409425.187500 Penalty: 2862.477051
	Iteration 27Q: 3 clusters Score -409425.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -409461.312500 Penalty: 2862.477051
	Iteration 28Q: 3 clusters Score -409461.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -409496.531250 Penalty: 2862.477051
	Iteration 29Q: 3 clusters Score -409496.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -409517.062500 Penalty: 2862.477051
	Iteration 30Q: 3 clusters Score -409517.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -409537.031250 Penalty: 2862.477051
	Iteration 31Q: 3 clusters Score -409537 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -409554.218750 Penalty: 2862.477051
	Iteration 32Q: 3 clusters Score -409554.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -409569.187500 Penalty: 2862.477051
	Iteration 33Q: 3 clusters Score -409569.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -409581.187500 Penalty: 2862.477051
	Iteration 34Q: 3 clusters Score -409581.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -409594.500000 Penalty: 2862.477051
	Iteration 35Q: 3 clusters Score -409594.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -409605.625000 Penalty: 2862.477051
	Iteration 36Q: 3 clusters Score -409605.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -409614.312500 Penalty: 2862.477051
	Iteration 37Q: 3 clusters Score -409614.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -409622.062500 Penalty: 2862.477051
	Iteration 38Q: 3 clusters Score -409622.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -409634.593750 Penalty: 2862.477051
	Iteration 39Q: 3 clusters Score -409634.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -409651.500000 Penalty: 2862.477051
	Iteration 40F: 3 clusters Score -409651.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -409660.187500 Penalty: 2862.477051
	Iteration 41Q: 3 clusters Score -409660.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -409664.875000 Penalty: 2862.477051
	Iteration 42Q: 3 clusters Score -409664.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -409667.468750 Penalty: 2862.477051
	Iteration 43Q: 3 clusters Score -409667.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -409671.187500 Penalty: 2862.477051
	Iteration 44Q: 3 clusters Score -409671.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -409675.812500 Penalty: 2862.477051
	Iteration 45Q: 3 clusters Score -409675.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -409680.031250 Penalty: 2862.477051
	Iteration 46Q: 3 clusters Score -409680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -409683.875000 Penalty: 2862.477051
	Iteration 47Q: 3 clusters Score -409683.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -409686.812500 Penalty: 2862.477051
	Iteration 48Q: 3 clusters Score -409686.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -409689.343750 Penalty: 2862.477051
	Iteration 49Q: 3 clusters Score -409689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -409689.468750 Penalty: 2862.477051
	Iteration 50Q: 3 clusters Score -409689.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -409689.812500 Penalty: 2862.477051
	Iteration 51Q: 3 clusters Score -409689.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -409689.812500 Penalty: 2862.477051
	Iteration 52F: 3 clusters Score -409689.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (68670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68670 members 
Entering Unmasked Estep 
Score: -4184381.000000 Penalty: 1809.773560
	Iteration 0F: 2 clusters Score -4184381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -4138312.000000 Penalty: 3619.547119
	Iteration 0F: 3 clusters Score -4138312 nChanged 32718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -4156902.750000 Penalty: 3619.547119
	Iteration 1F: 3 clusters Score -4156903 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -4157329.500000 Penalty: 3619.547119
	Iteration 2Q: 3 clusters Score -4157330 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -4157776.750000 Penalty: 3619.547119
	Iteration 3Q: 3 clusters Score -4157777 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -4158203.250000 Penalty: 3619.547119
	Iteration 4Q: 3 clusters Score -4158203 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -4158757.250000 Penalty: 3619.547119
	Iteration 5Q: 3 clusters Score -4158757 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -4159507.250000 Penalty: 3619.547119
	Iteration 6Q: 3 clusters Score -4159507 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -4160537.750000 Penalty: 3619.547119
	Iteration 7Q: 3 clusters Score -4160538 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -4162051.000000 Penalty: 3619.547119
	Iteration 8Q: 3 clusters Score -4162051 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -4164152.500000 Penalty: 3619.547119
	Iteration 9F: 3 clusters Score -4164152 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -4167178.500000 Penalty: 3619.547119
	Iteration 10F: 3 clusters Score -4167178 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 55002 members 
Entering Unmasked Estep 
Score: -4171058.000000 Penalty: 3619.547119
	Iteration 11F: 3 clusters Score -4171058 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 59442 members 
Entering Unmasked Estep 
Score: -4174958.500000 Penalty: 3619.547119
	Iteration 12F: 3 clusters Score -4174958 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 63045 members 
Entering Unmasked Estep 
Score: -4178214.250000 Penalty: 3619.547119
	Iteration 13F: 3 clusters Score -4178214 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 65447 members 
Entering Unmasked Estep 
Score: -4180349.500000 Penalty: 3619.547119
	Iteration 14Q: 3 clusters Score -4180350 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 66849 members 
Entering Unmasked Estep 
Score: -4181570.500000 Penalty: 3619.547119
	Iteration 15Q: 3 clusters Score -4181570 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 67524 members 
Entering Unmasked Estep 
Score: -4182208.500000 Penalty: 3619.547119
	Iteration 16Q: 3 clusters Score -4182208 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 67848 members 
Entering Unmasked Estep 
Score: -4182520.750000 Penalty: 3619.547119
	Iteration 17Q: 3 clusters Score -4182521 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 68014 members 
Entering Unmasked Estep 
Score: -4182683.750000 Penalty: 3619.547119
	Iteration 18Q: 3 clusters Score -4182684 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -4182767.500000 Penalty: 3619.547119
	Iteration 19Q: 3 clusters Score -4182768 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 68139 members 
Entering Unmasked Estep 
Score: -4182836.750000 Penalty: 3619.547119
	Iteration 20F: 3 clusters Score -4182837 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 68171 members 
Entering Unmasked Estep 
Score: -4182890.500000 Penalty: 3619.547119
	Iteration 21Q: 3 clusters Score -4182890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 68200 members 
Entering Unmasked Estep 
Score: -4182924.750000 Penalty: 3619.547119
	Iteration 22Q: 3 clusters Score -4182925 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 68216 members 
Entering Unmasked Estep 
Score: -4182943.500000 Penalty: 3619.547119
	Iteration 23Q: 3 clusters Score -4182944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -4182951.250000 Penalty: 3619.547119
	Iteration 24Q: 3 clusters Score -4182951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 68224 members 
Entering Unmasked Estep 
Score: -4182956.000000 Penalty: 3619.547119
	Iteration 25Q: 3 clusters Score -4182956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 68230 members 
Entering Unmasked Estep 
Score: -4182962.000000 Penalty: 3619.547119
	Iteration 26Q: 3 clusters Score -4182962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 68239 members 
Entering Unmasked Estep 
Score: -4182977.750000 Penalty: 3619.547119
	Iteration 27Q: 3 clusters Score -4182978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 68244 members 
Entering Unmasked Estep 
Score: -4182982.500000 Penalty: 3619.547119
	Iteration 28Q: 3 clusters Score -4182982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 68246 members 
Entering Unmasked Estep 
Score: -4182984.750000 Penalty: 3619.547119
	Iteration 29Q: 3 clusters Score -4182985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 68245 members 
Entering Unmasked Estep 
Score: -4182990.250000 Penalty: 3619.547119
	Iteration 30Q: 3 clusters Score -4182990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 68244 members 
Entering Unmasked Estep 
Score: -4182987.000000 Penalty: 3619.547119
	Iteration 31Q: 3 clusters Score -4182987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 68246 members 
Entering Unmasked Estep 
Score: -4182994.250000 Penalty: 3619.547119
	Iteration 32Q: 3 clusters Score -4182994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -4182991.750000 Penalty: 3619.547119
	Iteration 33Q: 3 clusters Score -4182992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 68249 members 
Entering Unmasked Estep 
Score: -4182993.250000 Penalty: 3619.547119
	Iteration 34Q: 3 clusters Score -4182993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 68249 members 
Entering Unmasked Estep 
Score: -4182993.250000 Penalty: 3619.547119
	Iteration 35F: 3 clusters Score -4182993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Entering Unmasked Estep 
Score: -378077.218750 Penalty: 1428.418701
	Iteration 0F: 2 clusters Score -378077.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -373062.468750 Penalty: 2856.837402
	Iteration 0F: 3 clusters Score -373062.5 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -374592.156250 Penalty: 2856.837402
	Iteration 1F: 3 clusters Score -374592.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -374862.500000 Penalty: 2856.837402
	Iteration 2F: 3 clusters Score -374862.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -375087.500000 Penalty: 2856.837402
	Iteration 3F: 3 clusters Score -375087.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -375344.187500 Penalty: 2856.837402
	Iteration 4F: 3 clusters Score -375344.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -375619.406250 Penalty: 2856.837402
	Iteration 5F: 3 clusters Score -375619.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -375923.937500 Penalty: 2856.837402
	Iteration 6F: 3 clusters Score -375923.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -376220.687500 Penalty: 2856.837402
	Iteration 7F: 3 clusters Score -376220.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -376536.031250 Penalty: 2856.837402
	Iteration 8Q: 3 clusters Score -376536 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -376769.531250 Penalty: 2856.837402
	Iteration 9Q: 3 clusters Score -376769.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -376913.875000 Penalty: 2856.837402
	Iteration 10Q: 3 clusters Score -376913.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -377014.437500 Penalty: 2856.837402
	Iteration 11Q: 3 clusters Score -377014.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -377083.125000 Penalty: 2856.837402
	Iteration 12Q: 3 clusters Score -377083.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -377147.031250 Penalty: 2856.837402
	Iteration 13Q: 3 clusters Score -377147 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -377205.812500 Penalty: 2856.837402
	Iteration 14Q: 3 clusters Score -377205.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -377274.468750 Penalty: 2856.837402
	Iteration 15Q: 3 clusters Score -377274.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -377315.000000 Penalty: 2856.837402
	Iteration 16Q: 3 clusters Score -377315 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -377354.625000 Penalty: 2856.837402
	Iteration 17Q: 3 clusters Score -377354.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -377376.937500 Penalty: 2856.837402
	Iteration 18Q: 3 clusters Score -377376.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -377401.812500 Penalty: 2856.837402
	Iteration 19Q: 3 clusters Score -377401.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -377427.593750 Penalty: 2856.837402
	Iteration 20F: 3 clusters Score -377427.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -377444.968750 Penalty: 2856.837402
	Iteration 21Q: 3 clusters Score -377445 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -377456.750000 Penalty: 2856.837402
	Iteration 22Q: 3 clusters Score -377456.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -377464.781250 Penalty: 2856.837402
	Iteration 23Q: 3 clusters Score -377464.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -377472.625000 Penalty: 2856.837402
	Iteration 24Q: 3 clusters Score -377472.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -377479.843750 Penalty: 2856.837402
	Iteration 25Q: 3 clusters Score -377479.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -377489.656250 Penalty: 2856.837402
	Iteration 26Q: 3 clusters Score -377489.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -377497.281250 Penalty: 2856.837402
	Iteration 27Q: 3 clusters Score -377497.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -377506.750000 Penalty: 2856.837402
	Iteration 28Q: 3 clusters Score -377506.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -377515.250000 Penalty: 2856.837402
	Iteration 29Q: 3 clusters Score -377515.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -377520.593750 Penalty: 2856.837402
	Iteration 30Q: 3 clusters Score -377520.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -377524.812500 Penalty: 2856.837402
	Iteration 31Q: 3 clusters Score -377524.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -377528.343750 Penalty: 2856.837402
	Iteration 32Q: 3 clusters Score -377528.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -377535.125000 Penalty: 2856.837402
	Iteration 33Q: 3 clusters Score -377535.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -377539.562500 Penalty: 2856.837402
	Iteration 34Q: 3 clusters Score -377539.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -377544.687500 Penalty: 2856.837402
	Iteration 35Q: 3 clusters Score -377544.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -377548.187500 Penalty: 2856.837402
	Iteration 36Q: 3 clusters Score -377548.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -377550.437500 Penalty: 2856.837402
	Iteration 37Q: 3 clusters Score -377550.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -377554.062500 Penalty: 2856.837402
	Iteration 38Q: 3 clusters Score -377554.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -377555.500000 Penalty: 2856.837402
	Iteration 39Q: 3 clusters Score -377555.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -377556.968750 Penalty: 2856.837402
	Iteration 40F: 3 clusters Score -377557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -377557.375000 Penalty: 2856.837402
	Iteration 41Q: 3 clusters Score -377557.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -377557.531250 Penalty: 2856.837402
	Iteration 42Q: 3 clusters Score -377557.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -377559.437500 Penalty: 2856.837402
	Iteration 43Q: 3 clusters Score -377559.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -377560.437500 Penalty: 2856.837402
	Iteration 44Q: 3 clusters Score -377560.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -377560.406250 Penalty: 2856.837402
	Iteration 45Q: 3 clusters Score -377560.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -377561.343750 Penalty: 2856.837402
	Iteration 46Q: 3 clusters Score -377561.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -377562.781250 Penalty: 2856.837402
	Iteration 47Q: 3 clusters Score -377562.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -377563.937500 Penalty: 2856.837402
	Iteration 48Q: 3 clusters Score -377563.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -377564.781250 Penalty: 2856.837402
	Iteration 49Q: 3 clusters Score -377564.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -377566.093750 Penalty: 2856.837402
	Iteration 50Q: 3 clusters Score -377566.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -377565.875000 Penalty: 2856.837402
	Iteration 51Q: 3 clusters Score -377565.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -377567.312500 Penalty: 2856.837402
	Iteration 52Q: 3 clusters Score -377567.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -377567.437500 Penalty: 2856.837402
	Iteration 53Q: 3 clusters Score -377567.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -377569.343750 Penalty: 2856.837402
	Iteration 54Q: 3 clusters Score -377569.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -377569.625000 Penalty: 2856.837402
	Iteration 55Q: 3 clusters Score -377569.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -377569.718750 Penalty: 2856.837402
	Iteration 56Q: 3 clusters Score -377569.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -377569.718750 Penalty: 2856.837402
	Iteration 57Q: 3 clusters Score -377569.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -377571.375000 Penalty: 2856.837402
	Iteration 58Q: 3 clusters Score -377571.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -377574.406250 Penalty: 2856.837402
	Iteration 59Q: 3 clusters Score -377574.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -377578.187500 Penalty: 2856.837402
	Iteration 60F: 3 clusters Score -377578.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -377580.437500 Penalty: 2856.837402
	Iteration 61Q: 3 clusters Score -377580.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -377581.750000 Penalty: 2856.837402
	Iteration 62Q: 3 clusters Score -377581.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -377583.531250 Penalty: 2856.837402
	Iteration 63Q: 3 clusters Score -377583.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -377584.343750 Penalty: 2856.837402
	Iteration 64Q: 3 clusters Score -377584.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -377586.000000 Penalty: 2856.837402
	Iteration 65Q: 3 clusters Score -377586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -377588.000000 Penalty: 2856.837402
	Iteration 66Q: 3 clusters Score -377588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -377589.906250 Penalty: 2856.837402
	Iteration 67Q: 3 clusters Score -377589.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -377590.812500 Penalty: 2856.837402
	Iteration 68Q: 3 clusters Score -377590.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -377594.812500 Penalty: 2856.837402
	Iteration 69Q: 3 clusters Score -377594.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -377596.125000 Penalty: 2856.837402
	Iteration 70Q: 3 clusters Score -377596.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -377599.000000 Penalty: 2856.837402
	Iteration 71Q: 3 clusters Score -377599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -377600.000000 Penalty: 2856.837402
	Iteration 72Q: 3 clusters Score -377600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -377601.593750 Penalty: 2856.837402
	Iteration 73Q: 3 clusters Score -377601.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -377602.687500 Penalty: 2856.837402
	Iteration 74Q: 3 clusters Score -377602.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -377604.468750 Penalty: 2856.837402
	Iteration 75Q: 3 clusters Score -377604.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -377606.031250 Penalty: 2856.837402
	Iteration 76Q: 3 clusters Score -377606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -377607.375000 Penalty: 2856.837402
	Iteration 77Q: 3 clusters Score -377607.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -377608.343750 Penalty: 2856.837402
	Iteration 78Q: 3 clusters Score -377608.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -377609.375000 Penalty: 2856.837402
	Iteration 79Q: 3 clusters Score -377609.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -377612.062500 Penalty: 2856.837402
	Iteration 80F: 3 clusters Score -377612.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -377613.593750 Penalty: 2856.837402
	Iteration 81Q: 3 clusters Score -377613.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -377614.562500 Penalty: 2856.837402
	Iteration 82Q: 3 clusters Score -377614.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -377615.812500 Penalty: 2856.837402
	Iteration 83Q: 3 clusters Score -377615.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -377617.562500 Penalty: 2856.837402
	Iteration 84Q: 3 clusters Score -377617.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -377620.875000 Penalty: 2856.837402
	Iteration 85Q: 3 clusters Score -377620.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -377626.281250 Penalty: 2856.837402
	Iteration 86Q: 3 clusters Score -377626.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -377628.968750 Penalty: 2856.837402
	Iteration 87Q: 3 clusters Score -377629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -377630.406250 Penalty: 2856.837402
	Iteration 88Q: 3 clusters Score -377630.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -377632.812500 Penalty: 2856.837402
	Iteration 89Q: 3 clusters Score -377632.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -377634.500000 Penalty: 2856.837402
	Iteration 90Q: 3 clusters Score -377634.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -377637.375000 Penalty: 2856.837402
	Iteration 91Q: 3 clusters Score -377637.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -377638.906250 Penalty: 2856.837402
	Iteration 92Q: 3 clusters Score -377638.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -377640.906250 Penalty: 2856.837402
	Iteration 93Q: 3 clusters Score -377640.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -377641.562500 Penalty: 2856.837402
	Iteration 94Q: 3 clusters Score -377641.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -377643.218750 Penalty: 2856.837402
	Iteration 95Q: 3 clusters Score -377643.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -377642.843750 Penalty: 2856.837402
	Iteration 96Q: 3 clusters Score -377642.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -377644.000000 Penalty: 2856.837402
	Iteration 97Q: 3 clusters Score -377644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -377645.062500 Penalty: 2856.837402
	Iteration 98Q: 3 clusters Score -377645.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -377646.468750 Penalty: 2856.837402
	Iteration 99Q: 3 clusters Score -377646.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -377646.281250 Penalty: 2856.837402
	Iteration 100F: 3 clusters Score -377646.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -377647.031250 Penalty: 2856.837402
	Iteration 101Q: 3 clusters Score -377647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -377647.250000 Penalty: 2856.837402
	Iteration 102Q: 3 clusters Score -377647.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -377647.250000 Penalty: 2856.837402
	Iteration 103F: 3 clusters Score -377647.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Entering Unmasked Estep 
Score: -73892.773438 Penalty: 1152.272827
	Iteration 0F: 2 clusters Score -73892.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -72346.421875 Penalty: 2304.545654
	Iteration 0F: 3 clusters Score -72346.42 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -72627.968750 Penalty: 2304.545654
	Iteration 1F: 3 clusters Score -72627.97 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -72699.101562 Penalty: 2304.545654
	Iteration 2F: 3 clusters Score -72699.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -72728.742188 Penalty: 2304.545654
	Iteration 3Q: 3 clusters Score -72728.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -72754.468750 Penalty: 2304.545654
	Iteration 4Q: 3 clusters Score -72754.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -72775.554688 Penalty: 2304.545654
	Iteration 5Q: 3 clusters Score -72775.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -72787.421875 Penalty: 2304.545654
	Iteration 6Q: 3 clusters Score -72787.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -72794.359375 Penalty: 2304.545654
	Iteration 7Q: 3 clusters Score -72794.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -72801.062500 Penalty: 2304.545654
	Iteration 8Q: 3 clusters Score -72801.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -72804.000000 Penalty: 2304.545654
	Iteration 9Q: 3 clusters Score -72804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -72804.609375 Penalty: 2304.545654
	Iteration 10Q: 3 clusters Score -72804.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -72804.609375 Penalty: 2304.545654
	Iteration 11F: 3 clusters Score -72804.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Entering Unmasked Estep 
Score: -228231.781250 Penalty: 1345.615601
	Iteration 0F: 2 clusters Score -228231.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -224961.703125 Penalty: 2691.231201
	Iteration 0F: 3 clusters Score -224961.7 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -225828.375000 Penalty: 2691.231201
	Iteration 1F: 3 clusters Score -225828.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -226134.687500 Penalty: 2691.231201
	Iteration 2F: 3 clusters Score -226134.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -226437.703125 Penalty: 2691.231201
	Iteration 3F: 3 clusters Score -226437.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -226748.453125 Penalty: 2691.231201
	Iteration 4F: 3 clusters Score -226748.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -227058.062500 Penalty: 2691.231201
	Iteration 5F: 3 clusters Score -227058.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -227323.937500 Penalty: 2691.231201
	Iteration 6F: 3 clusters Score -227323.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -227511.156250 Penalty: 2691.231201
	Iteration 7Q: 3 clusters Score -227511.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -227614.343750 Penalty: 2691.231201
	Iteration 8Q: 3 clusters Score -227614.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -227666.000000 Penalty: 2691.231201
	Iteration 9Q: 3 clusters Score -227666 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -227701.812500 Penalty: 2691.231201
	Iteration 10Q: 3 clusters Score -227701.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -227727.953125 Penalty: 2691.231201
	Iteration 11Q: 3 clusters Score -227728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -227749.750000 Penalty: 2691.231201
	Iteration 12Q: 3 clusters Score -227749.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -227765.593750 Penalty: 2691.231201
	Iteration 13Q: 3 clusters Score -227765.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -227788.609375 Penalty: 2691.231201
	Iteration 14Q: 3 clusters Score -227788.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -227811.125000 Penalty: 2691.231201
	Iteration 15Q: 3 clusters Score -227811.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -227821.125000 Penalty: 2691.231201
	Iteration 16Q: 3 clusters Score -227821.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -227827.671875 Penalty: 2691.231201
	Iteration 17Q: 3 clusters Score -227827.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -227835.265625 Penalty: 2691.231201
	Iteration 18Q: 3 clusters Score -227835.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -227839.890625 Penalty: 2691.231201
	Iteration 19Q: 3 clusters Score -227839.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -227844.078125 Penalty: 2691.231201
	Iteration 20F: 3 clusters Score -227844.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -227850.453125 Penalty: 2691.231201
	Iteration 21Q: 3 clusters Score -227850.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -227860.968750 Penalty: 2691.231201
	Iteration 22Q: 3 clusters Score -227861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -227867.718750 Penalty: 2691.231201
	Iteration 23Q: 3 clusters Score -227867.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -227873.890625 Penalty: 2691.231201
	Iteration 24Q: 3 clusters Score -227873.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -227878.921875 Penalty: 2691.231201
	Iteration 25Q: 3 clusters Score -227878.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -227881.812500 Penalty: 2691.231201
	Iteration 26Q: 3 clusters Score -227881.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -227888.453125 Penalty: 2691.231201
	Iteration 27Q: 3 clusters Score -227888.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -227892.921875 Penalty: 2691.231201
	Iteration 28Q: 3 clusters Score -227892.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -227898.218750 Penalty: 2691.231201
	Iteration 29Q: 3 clusters Score -227898.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -227901.109375 Penalty: 2691.231201
	Iteration 30Q: 3 clusters Score -227901.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -227901.968750 Penalty: 2691.231201
	Iteration 31Q: 3 clusters Score -227902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -227902.796875 Penalty: 2691.231201
	Iteration 32Q: 3 clusters Score -227902.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -227904.015625 Penalty: 2691.231201
	Iteration 33Q: 3 clusters Score -227904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -227905.453125 Penalty: 2691.231201
	Iteration 34Q: 3 clusters Score -227905.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -227905.906250 Penalty: 2691.231201
	Iteration 35Q: 3 clusters Score -227905.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -227907.156250 Penalty: 2691.231201
	Iteration 36Q: 3 clusters Score -227907.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -227907.125000 Penalty: 2691.231201
	Iteration 37Q: 3 clusters Score -227907.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -227907.546875 Penalty: 2691.231201
	Iteration 38Q: 3 clusters Score -227907.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -227908.156250 Penalty: 2691.231201
	Iteration 39Q: 3 clusters Score -227908.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -227908.781250 Penalty: 2691.231201
	Iteration 40F: 3 clusters Score -227908.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Entering Unmasked Estep 
Score: -410124.968750 Penalty: 1432.545898
	Iteration 0F: 2 clusters Score -410125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -405048.375000 Penalty: 2865.091797
	Iteration 0F: 3 clusters Score -405048.4 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -406550.906250 Penalty: 2865.091797
	Iteration 1F: 3 clusters Score -406550.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -406810.343750 Penalty: 2865.091797
	Iteration 2F: 3 clusters Score -406810.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -407063.062500 Penalty: 2865.091797
	Iteration 3F: 3 clusters Score -407063.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -407287.062500 Penalty: 2865.091797
	Iteration 4F: 3 clusters Score -407287.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -407532.468750 Penalty: 2865.091797
	Iteration 5F: 3 clusters Score -407532.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -407782.062500 Penalty: 2865.091797
	Iteration 6F: 3 clusters Score -407782.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -408017.687500 Penalty: 2865.091797
	Iteration 7Q: 3 clusters Score -408017.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -408232.343750 Penalty: 2865.091797
	Iteration 8Q: 3 clusters Score -408232.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -408385.156250 Penalty: 2865.091797
	Iteration 9Q: 3 clusters Score -408385.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -408513.687500 Penalty: 2865.091797
	Iteration 10Q: 3 clusters Score -408513.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -408633.406250 Penalty: 2865.091797
	Iteration 11Q: 3 clusters Score -408633.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -408718.781250 Penalty: 2865.091797
	Iteration 12Q: 3 clusters Score -408718.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -408781.000000 Penalty: 2865.091797
	Iteration 13Q: 3 clusters Score -408781 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -408817.250000 Penalty: 2865.091797
	Iteration 14Q: 3 clusters Score -408817.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -408841.750000 Penalty: 2865.091797
	Iteration 15Q: 3 clusters Score -408841.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -408866.593750 Penalty: 2865.091797
	Iteration 16Q: 3 clusters Score -408866.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -408901.000000 Penalty: 2865.091797
	Iteration 17Q: 3 clusters Score -408901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -408919.156250 Penalty: 2865.091797
	Iteration 18Q: 3 clusters Score -408919.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -408933.125000 Penalty: 2865.091797
	Iteration 19Q: 3 clusters Score -408933.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -408939.093750 Penalty: 2865.091797
	Iteration 20F: 3 clusters Score -408939.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -408944.562500 Penalty: 2865.091797
	Iteration 21Q: 3 clusters Score -408944.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -408946.468750 Penalty: 2865.091797
	Iteration 22Q: 3 clusters Score -408946.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -408949.718750 Penalty: 2865.091797
	Iteration 23Q: 3 clusters Score -408949.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -408952.843750 Penalty: 2865.091797
	Iteration 24Q: 3 clusters Score -408952.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -408958.125000 Penalty: 2865.091797
	Iteration 25Q: 3 clusters Score -408958.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -408960.125000 Penalty: 2865.091797
	Iteration 26Q: 3 clusters Score -408960.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -408963.000000 Penalty: 2865.091797
	Iteration 27Q: 3 clusters Score -408963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -408967.218750 Penalty: 2865.091797
	Iteration 28Q: 3 clusters Score -408967.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -408968.906250 Penalty: 2865.091797
	Iteration 29Q: 3 clusters Score -408968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -408970.718750 Penalty: 2865.091797
	Iteration 30Q: 3 clusters Score -408970.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -408970.718750 Penalty: 2865.091797
	Iteration 31F: 3 clusters Score -408970.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Entering Unmasked Estep 
Score: -1177518.500000 Penalty: 1603.232300
	Iteration 0F: 2 clusters Score -1177518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1164281.250000 Penalty: 3206.464600
	Iteration 0F: 3 clusters Score -1164281 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1169199.250000 Penalty: 3206.464600
	Iteration 1F: 3 clusters Score -1169199 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1169623.250000 Penalty: 3206.464600
	Iteration 2F: 3 clusters Score -1169623 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1170080.000000 Penalty: 3206.464600
	Iteration 3F: 3 clusters Score -1170080 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1170612.250000 Penalty: 3206.464600
	Iteration 4F: 3 clusters Score -1170612 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1171184.875000 Penalty: 3206.464600
	Iteration 5F: 3 clusters Score -1171185 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1171848.250000 Penalty: 3206.464600
	Iteration 6F: 3 clusters Score -1171848 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1172600.125000 Penalty: 3206.464600
	Iteration 7F: 3 clusters Score -1172600 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1173331.500000 Penalty: 3206.464600
	Iteration 8F: 3 clusters Score -1173332 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1173925.500000 Penalty: 3206.464600
	Iteration 9Q: 3 clusters Score -1173926 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -1174426.375000 Penalty: 3206.464600
	Iteration 10Q: 3 clusters Score -1174426 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -1174826.875000 Penalty: 3206.464600
	Iteration 11Q: 3 clusters Score -1174827 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -1175116.625000 Penalty: 3206.464600
	Iteration 12Q: 3 clusters Score -1175117 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -1175323.250000 Penalty: 3206.464600
	Iteration 13Q: 3 clusters Score -1175323 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -1175473.250000 Penalty: 3206.464600
	Iteration 14Q: 3 clusters Score -1175473 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -1175593.375000 Penalty: 3206.464600
	Iteration 15Q: 3 clusters Score -1175593 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -1175675.500000 Penalty: 3206.464600
	Iteration 16Q: 3 clusters Score -1175676 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -1175763.625000 Penalty: 3206.464600
	Iteration 17Q: 3 clusters Score -1175764 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -1175823.875000 Penalty: 3206.464600
	Iteration 18Q: 3 clusters Score -1175824 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -1175881.875000 Penalty: 3206.464600
	Iteration 19Q: 3 clusters Score -1175882 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -1175935.500000 Penalty: 3206.464600
	Iteration 20F: 3 clusters Score -1175936 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -1175985.500000 Penalty: 3206.464600
	Iteration 21Q: 3 clusters Score -1175986 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -1176038.375000 Penalty: 3206.464600
	Iteration 22Q: 3 clusters Score -1176038 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -1176082.500000 Penalty: 3206.464600
	Iteration 23Q: 3 clusters Score -1176082 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -1176118.375000 Penalty: 3206.464600
	Iteration 24Q: 3 clusters Score -1176118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -1176142.250000 Penalty: 3206.464600
	Iteration 25Q: 3 clusters Score -1176142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -1176156.125000 Penalty: 3206.464600
	Iteration 26Q: 3 clusters Score -1176156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -1176168.125000 Penalty: 3206.464600
	Iteration 27Q: 3 clusters Score -1176168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -1176173.375000 Penalty: 3206.464600
	Iteration 28Q: 3 clusters Score -1176173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -1176177.875000 Penalty: 3206.464600
	Iteration 29Q: 3 clusters Score -1176178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -1176183.125000 Penalty: 3206.464600
	Iteration 30Q: 3 clusters Score -1176183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -1176188.625000 Penalty: 3206.464600
	Iteration 31Q: 3 clusters Score -1176189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -1176194.500000 Penalty: 3206.464600
	Iteration 32Q: 3 clusters Score -1176194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -1176197.000000 Penalty: 3206.464600
	Iteration 33Q: 3 clusters Score -1176197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -1176203.625000 Penalty: 3206.464600
	Iteration 34Q: 3 clusters Score -1176204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -1176204.625000 Penalty: 3206.464600
	Iteration 35Q: 3 clusters Score -1176205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -1176207.375000 Penalty: 3206.464600
	Iteration 36Q: 3 clusters Score -1176207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -1176215.625000 Penalty: 3206.464600
	Iteration 37Q: 3 clusters Score -1176216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -1176220.125000 Penalty: 3206.464600
	Iteration 38Q: 3 clusters Score -1176220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -1176222.375000 Penalty: 3206.464600
	Iteration 39Q: 3 clusters Score -1176222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -1176226.250000 Penalty: 3206.464600
	Iteration 40F: 3 clusters Score -1176226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -1176229.500000 Penalty: 3206.464600
	Iteration 41Q: 3 clusters Score -1176230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -1176229.125000 Penalty: 3206.464600
	Iteration 42Q: 3 clusters Score -1176229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -1176231.625000 Penalty: 3206.464600
	Iteration 43Q: 3 clusters Score -1176232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -1176232.250000 Penalty: 3206.464600
	Iteration 44Q: 3 clusters Score -1176232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -1176236.625000 Penalty: 3206.464600
	Iteration 45Q: 3 clusters Score -1176237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -1176238.625000 Penalty: 3206.464600
	Iteration 46Q: 3 clusters Score -1176239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -1176238.750000 Penalty: 3206.464600
	Iteration 47Q: 3 clusters Score -1176239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -1176242.000000 Penalty: 3206.464600
	Iteration 48Q: 3 clusters Score -1176242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -1176241.125000 Penalty: 3206.464600
	Iteration 49Q: 3 clusters Score -1176241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -1176244.875000 Penalty: 3206.464600
	Iteration 50Q: 3 clusters Score -1176245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -1176246.625000 Penalty: 3206.464600
	Iteration 51Q: 3 clusters Score -1176247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -1176245.875000 Penalty: 3206.464600
	Iteration 52Q: 3 clusters Score -1176246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -1176245.875000 Penalty: 3206.464600
	Iteration 53F: 3 clusters Score -1176246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Entering Unmasked Estep 
Score: -570863.375000 Penalty: 1490.215942
	Iteration 0F: 2 clusters Score -570863.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -563959.500000 Penalty: 2980.431885
	Iteration 0F: 3 clusters Score -563959.5 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -566264.375000 Penalty: 2980.431885
	Iteration 1F: 3 clusters Score -566264.4 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -566679.812500 Penalty: 2980.431885
	Iteration 2F: 3 clusters Score -566679.8 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -567122.875000 Penalty: 2980.431885
	Iteration 3F: 3 clusters Score -567122.9 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -567598.437500 Penalty: 2980.431885
	Iteration 4F: 3 clusters Score -567598.4 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -568047.812500 Penalty: 2980.431885
	Iteration 5F: 3 clusters Score -568047.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -568436.687500 Penalty: 2980.431885
	Iteration 6F: 3 clusters Score -568436.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -568766.625000 Penalty: 2980.431885
	Iteration 7Q: 3 clusters Score -568766.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -569027.187500 Penalty: 2980.431885
	Iteration 8Q: 3 clusters Score -569027.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -569230.625000 Penalty: 2980.431885
	Iteration 9Q: 3 clusters Score -569230.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -569397.187500 Penalty: 2980.431885
	Iteration 10Q: 3 clusters Score -569397.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -569552.125000 Penalty: 2980.431885
	Iteration 11Q: 3 clusters Score -569552.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -569702.625000 Penalty: 2980.431885
	Iteration 12Q: 3 clusters Score -569702.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -569873.187500 Penalty: 2980.431885
	Iteration 13Q: 3 clusters Score -569873.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -570085.687500 Penalty: 2980.431885
	Iteration 14Q: 3 clusters Score -570085.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -570247.562500 Penalty: 2980.431885
	Iteration 15Q: 3 clusters Score -570247.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -570348.750000 Penalty: 2980.431885
	Iteration 16Q: 3 clusters Score -570348.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -570397.187500 Penalty: 2980.431885
	Iteration 17Q: 3 clusters Score -570397.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -570420.000000 Penalty: 2980.431885
	Iteration 18Q: 3 clusters Score -570420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -570435.250000 Penalty: 2980.431885
	Iteration 19Q: 3 clusters Score -570435.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -570449.750000 Penalty: 2980.431885
	Iteration 20F: 3 clusters Score -570449.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -570460.500000 Penalty: 2980.431885
	Iteration 21Q: 3 clusters Score -570460.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -570465.687500 Penalty: 2980.431885
	Iteration 22Q: 3 clusters Score -570465.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -570470.000000 Penalty: 2980.431885
	Iteration 23Q: 3 clusters Score -570470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -570476.187500 Penalty: 2980.431885
	Iteration 24Q: 3 clusters Score -570476.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -570480.250000 Penalty: 2980.431885
	Iteration 25Q: 3 clusters Score -570480.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -570485.125000 Penalty: 2980.431885
	Iteration 26Q: 3 clusters Score -570485.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -570488.625000 Penalty: 2980.431885
	Iteration 27Q: 3 clusters Score -570488.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -570489.812500 Penalty: 2980.431885
	Iteration 28Q: 3 clusters Score -570489.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -570492.000000 Penalty: 2980.431885
	Iteration 29Q: 3 clusters Score -570492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -570493.000000 Penalty: 2980.431885
	Iteration 30Q: 3 clusters Score -570493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -570493.125000 Penalty: 2980.431885
	Iteration 31Q: 3 clusters Score -570493.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -570493.875000 Penalty: 2980.431885
	Iteration 32Q: 3 clusters Score -570493.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -570493.875000 Penalty: 2980.431885
	Iteration 33F: 3 clusters Score -570493.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (91390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91390 members 
Entering Unmasked Estep 
Score: -5829341.000000 Penalty: 1856.219849
	Iteration 0F: 2 clusters Score -5829341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -5768297.500000 Penalty: 3712.439697
	Iteration 0F: 3 clusters Score -5768298 nChanged 43664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -5794312.000000 Penalty: 3712.439697
	Iteration 1F: 3 clusters Score -5794312 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -5795973.000000 Penalty: 3712.439697
	Iteration 2Q: 3 clusters Score -5795973 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -5798007.500000 Penalty: 3712.439697
	Iteration 3F: 3 clusters Score -5798008 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -5800666.000000 Penalty: 3712.439697
	Iteration 4F: 3 clusters Score -5800666 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -5803908.000000 Penalty: 3712.439697
	Iteration 5F: 3 clusters Score -5803908 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -5807559.000000 Penalty: 3712.439697
	Iteration 6F: 3 clusters Score -5807559 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61921 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -5811424.000000 Penalty: 3712.439697
	Iteration 7F: 3 clusters Score -5811424 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64939 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -5814953.500000 Penalty: 3712.439697
	Iteration 8F: 3 clusters Score -5814954 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67454 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -5817499.000000 Penalty: 3712.439697
	Iteration 9Q: 3 clusters Score -5817499 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69574 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -5819038.500000 Penalty: 3712.439697
	Iteration 10Q: 3 clusters Score -5819038 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71420 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -5819951.500000 Penalty: 3712.439697
	Iteration 11Q: 3 clusters Score -5819952 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73135 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -5820626.000000 Penalty: 3712.439697
	Iteration 12Q: 3 clusters Score -5820626 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -5821299.000000 Penalty: 3712.439697
	Iteration 13Q: 3 clusters Score -5821299 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76355 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -5821925.000000 Penalty: 3712.439697
	Iteration 14Q: 3 clusters Score -5821925 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77864 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -5822563.500000 Penalty: 3712.439697
	Iteration 15Q: 3 clusters Score -5822564 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -5823093.500000 Penalty: 3712.439697
	Iteration 16Q: 3 clusters Score -5823094 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80623 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -5823652.500000 Penalty: 3712.439697
	Iteration 17Q: 3 clusters Score -5823652 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81813 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -5824105.500000 Penalty: 3712.439697
	Iteration 18Q: 3 clusters Score -5824106 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -5824487.000000 Penalty: 3712.439697
	Iteration 19Q: 3 clusters Score -5824487 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83853 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -5824868.000000 Penalty: 3712.439697
	Iteration 20F: 3 clusters Score -5824868 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84744 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -5825218.000000 Penalty: 3712.439697
	Iteration 21Q: 3 clusters Score -5825218 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85510 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -5825483.500000 Penalty: 3712.439697
	Iteration 22Q: 3 clusters Score -5825484 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86215 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -5825744.000000 Penalty: 3712.439697
	Iteration 23Q: 3 clusters Score -5825744 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86846 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -5825971.500000 Penalty: 3712.439697
	Iteration 24Q: 3 clusters Score -5825972 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87462 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -5826213.500000 Penalty: 3712.439697
	Iteration 25Q: 3 clusters Score -5826214 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87998 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -5826456.000000 Penalty: 3712.439697
	Iteration 26Q: 3 clusters Score -5826456 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88475 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -5826670.500000 Penalty: 3712.439697
	Iteration 27Q: 3 clusters Score -5826670 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88855 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -5826901.000000 Penalty: 3712.439697
	Iteration 28Q: 3 clusters Score -5826901 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89183 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -5827074.500000 Penalty: 3712.439697
	Iteration 29Q: 3 clusters Score -5827074 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89470 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -5827254.000000 Penalty: 3712.439697
	Iteration 30Q: 3 clusters Score -5827254 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89697 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5827380.000000 Penalty: 3712.439697
	Iteration 31Q: 3 clusters Score -5827380 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89868 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5827465.000000 Penalty: 3712.439697
	Iteration 32Q: 3 clusters Score -5827465 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90006 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5827545.000000 Penalty: 3712.439697
	Iteration 33Q: 3 clusters Score -5827545 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90107 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5827591.000000 Penalty: 3712.439697
	Iteration 34Q: 3 clusters Score -5827591 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90190 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5827626.500000 Penalty: 3712.439697
	Iteration 35Q: 3 clusters Score -5827626 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90268 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5827666.000000 Penalty: 3712.439697
	Iteration 36Q: 3 clusters Score -5827666 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90335 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5827689.500000 Penalty: 3712.439697
	Iteration 37Q: 3 clusters Score -5827690 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90385 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5827724.500000 Penalty: 3712.439697
	Iteration 38Q: 3 clusters Score -5827724 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90430 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5827754.000000 Penalty: 3712.439697
	Iteration 39Q: 3 clusters Score -5827754 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90472 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5827791.000000 Penalty: 3712.439697
	Iteration 40F: 3 clusters Score -5827791 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90503 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5827801.000000 Penalty: 3712.439697
	Iteration 41Q: 3 clusters Score -5827801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90524 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5827803.500000 Penalty: 3712.439697
	Iteration 42Q: 3 clusters Score -5827804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90539 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5827815.000000 Penalty: 3712.439697
	Iteration 43Q: 3 clusters Score -5827815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90562 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5827827.500000 Penalty: 3712.439697
	Iteration 44Q: 3 clusters Score -5827828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90575 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5827834.000000 Penalty: 3712.439697
	Iteration 45Q: 3 clusters Score -5827834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90581 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5827832.000000 Penalty: 3712.439697
	Iteration 46Q: 3 clusters Score -5827832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90586 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5827832.500000 Penalty: 3712.439697
	Iteration 47Q: 3 clusters Score -5827832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90590 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5827833.000000 Penalty: 3712.439697
	Iteration 48Q: 3 clusters Score -5827833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90593 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5827832.000000 Penalty: 3712.439697
	Iteration 49Q: 3 clusters Score -5827832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90595 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5827836.000000 Penalty: 3712.439697
	Iteration 50Q: 3 clusters Score -5827836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90596 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5827837.500000 Penalty: 3712.439697
	Iteration 51Q: 3 clusters Score -5827838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90598 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5827833.000000 Penalty: 3712.439697
	Iteration 52Q: 3 clusters Score -5827833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90599 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5827835.000000 Penalty: 3712.439697
	Iteration 53Q: 3 clusters Score -5827835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90603 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5827840.000000 Penalty: 3712.439697
	Iteration 54Q: 3 clusters Score -5827840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90606 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5827847.000000 Penalty: 3712.439697
	Iteration 55Q: 3 clusters Score -5827847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90609 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5827853.000000 Penalty: 3712.439697
	Iteration 56Q: 3 clusters Score -5827853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90611 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5827851.000000 Penalty: 3712.439697
	Iteration 57Q: 3 clusters Score -5827851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90613 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5827851.500000 Penalty: 3712.439697
	Iteration 58Q: 3 clusters Score -5827852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90613 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5827851.500000 Penalty: 3712.439697
	Iteration 59F: 3 clusters Score -5827852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (58773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58773 members 
Entering Unmasked Estep 
Score: -3638398.000000 Penalty: 1784.483643
	Iteration 0F: 2 clusters Score -3638398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -3599022.000000 Penalty: 3568.967285
	Iteration 0F: 3 clusters Score -3599022 nChanged 27662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -3614691.000000 Penalty: 3568.967285
	Iteration 1F: 3 clusters Score -3614691 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -3615252.250000 Penalty: 3568.967285
	Iteration 2Q: 3 clusters Score -3615252 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -3615921.750000 Penalty: 3568.967285
	Iteration 3Q: 3 clusters Score -3615922 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -3616864.500000 Penalty: 3568.967285
	Iteration 4Q: 3 clusters Score -3616864 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -3618355.250000 Penalty: 3568.967285
	Iteration 5F: 3 clusters Score -3618355 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -3620831.250000 Penalty: 3568.967285
	Iteration 6F: 3 clusters Score -3620831 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -3624193.750000 Penalty: 3568.967285
	Iteration 7F: 3 clusters Score -3624194 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -3627869.500000 Penalty: 3568.967285
	Iteration 8F: 3 clusters Score -3627870 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -3630912.000000 Penalty: 3568.967285
	Iteration 9F: 3 clusters Score -3630912 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -3633012.500000 Penalty: 3568.967285
	Iteration 10Q: 3 clusters Score -3633012 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -3634427.750000 Penalty: 3568.967285
	Iteration 11Q: 3 clusters Score -3634428 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -3635347.250000 Penalty: 3568.967285
	Iteration 12Q: 3 clusters Score -3635347 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 57491 members 
Entering Unmasked Estep 
Score: -3635958.000000 Penalty: 3568.967285
	Iteration 13Q: 3 clusters Score -3635958 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 57919 members 
Entering Unmasked Estep 
Score: -3636291.000000 Penalty: 3568.967285
	Iteration 14Q: 3 clusters Score -3636291 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 58165 members 
Entering Unmasked Estep 
Score: -3636499.750000 Penalty: 3568.967285
	Iteration 15Q: 3 clusters Score -3636500 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 58313 members 
Entering Unmasked Estep 
Score: -3636623.000000 Penalty: 3568.967285
	Iteration 16Q: 3 clusters Score -3636623 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 58396 members 
Entering Unmasked Estep 
Score: -3636709.250000 Penalty: 3568.967285
	Iteration 17Q: 3 clusters Score -3636709 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 58436 members 
Entering Unmasked Estep 
Score: -3636759.750000 Penalty: 3568.967285
	Iteration 18Q: 3 clusters Score -3636760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -3636790.500000 Penalty: 3568.967285
	Iteration 19Q: 3 clusters Score -3636790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 58481 members 
Entering Unmasked Estep 
Score: -3636815.250000 Penalty: 3568.967285
	Iteration 20F: 3 clusters Score -3636815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 58491 members 
Entering Unmasked Estep 
Score: -3636825.250000 Penalty: 3568.967285
	Iteration 21Q: 3 clusters Score -3636825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 58501 members 
Entering Unmasked Estep 
Score: -3636836.750000 Penalty: 3568.967285
	Iteration 22Q: 3 clusters Score -3636837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 58508 members 
Entering Unmasked Estep 
Score: -3636845.250000 Penalty: 3568.967285
	Iteration 23Q: 3 clusters Score -3636845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 58514 members 
Entering Unmasked Estep 
Score: -3636853.500000 Penalty: 3568.967285
	Iteration 24Q: 3 clusters Score -3636854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 58518 members 
Entering Unmasked Estep 
Score: -3636861.250000 Penalty: 3568.967285
	Iteration 25Q: 3 clusters Score -3636861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 58523 members 
Entering Unmasked Estep 
Score: -3636868.500000 Penalty: 3568.967285
	Iteration 26Q: 3 clusters Score -3636868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 58525 members 
Entering Unmasked Estep 
Score: -3636870.250000 Penalty: 3568.967285
	Iteration 27Q: 3 clusters Score -3636870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 58525 members 
Entering Unmasked Estep 
Score: -3636870.250000 Penalty: 3568.967285
	Iteration 28F: 3 clusters Score -3636870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -118331.390625 Penalty: 1234.902710
	Iteration 0F: 2 clusters Score -118331.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -116275.859375 Penalty: 2469.805420
	Iteration 0F: 3 clusters Score -116275.9 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -116690.203125 Penalty: 2469.805420
	Iteration 1F: 3 clusters Score -116690.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -116829.195312 Penalty: 2469.805420
	Iteration 2F: 3 clusters Score -116829.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -116949.117188 Penalty: 2469.805420
	Iteration 3F: 3 clusters Score -116949.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -117026.968750 Penalty: 2469.805420
	Iteration 4F: 3 clusters Score -117027 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -117086.031250 Penalty: 2469.805420
	Iteration 5Q: 3 clusters Score -117086 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -117120.093750 Penalty: 2469.805420
	Iteration 6Q: 3 clusters Score -117120.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -117144.085938 Penalty: 2469.805420
	Iteration 7Q: 3 clusters Score -117144.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -117170.234375 Penalty: 2469.805420
	Iteration 8Q: 3 clusters Score -117170.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -117199.718750 Penalty: 2469.805420
	Iteration 9Q: 3 clusters Score -117199.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -117227.984375 Penalty: 2469.805420
	Iteration 10Q: 3 clusters Score -117228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -117247.796875 Penalty: 2469.805420
	Iteration 11Q: 3 clusters Score -117247.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -117266.296875 Penalty: 2469.805420
	Iteration 12Q: 3 clusters Score -117266.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -117286.976562 Penalty: 2469.805420
	Iteration 13Q: 3 clusters Score -117287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -117299.671875 Penalty: 2469.805420
	Iteration 14Q: 3 clusters Score -117299.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -117312.609375 Penalty: 2469.805420
	Iteration 15Q: 3 clusters Score -117312.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -117325.171875 Penalty: 2469.805420
	Iteration 16Q: 3 clusters Score -117325.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -117332.562500 Penalty: 2469.805420
	Iteration 17Q: 3 clusters Score -117332.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -117340.148438 Penalty: 2469.805420
	Iteration 18Q: 3 clusters Score -117340.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -117346.234375 Penalty: 2469.805420
	Iteration 19Q: 3 clusters Score -117346.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117350.406250 Penalty: 2469.805420
	Iteration 20F: 3 clusters Score -117350.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -117353.828125 Penalty: 2469.805420
	Iteration 21Q: 3 clusters Score -117353.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -117358.265625 Penalty: 2469.805420
	Iteration 22Q: 3 clusters Score -117358.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -117362.554688 Penalty: 2469.805420
	Iteration 23Q: 3 clusters Score -117362.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117370.429688 Penalty: 2469.805420
	Iteration 24Q: 3 clusters Score -117370.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -117380.968750 Penalty: 2469.805420
	Iteration 25Q: 3 clusters Score -117381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -117393.539062 Penalty: 2469.805420
	Iteration 26Q: 3 clusters Score -117393.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -117408.289062 Penalty: 2469.805420
	Iteration 27Q: 3 clusters Score -117408.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -117427.531250 Penalty: 2469.805420
	Iteration 28Q: 3 clusters Score -117427.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117436.992188 Penalty: 2469.805420
	Iteration 29Q: 3 clusters Score -117437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -117441.304688 Penalty: 2469.805420
	Iteration 30Q: 3 clusters Score -117441.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117445.601562 Penalty: 2469.805420
	Iteration 31Q: 3 clusters Score -117445.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -117451.093750 Penalty: 2469.805420
	Iteration 32Q: 3 clusters Score -117451.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -117454.359375 Penalty: 2469.805420
	Iteration 33Q: 3 clusters Score -117454.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -117459.484375 Penalty: 2469.805420
	Iteration 34Q: 3 clusters Score -117459.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -117462.296875 Penalty: 2469.805420
	Iteration 35Q: 3 clusters Score -117462.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -117463.109375 Penalty: 2469.805420
	Iteration 36Q: 3 clusters Score -117463.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -117463.109375 Penalty: 2469.805420
	Iteration 37F: 3 clusters Score -117463.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Entering Unmasked Estep 
Score: -236524.687500 Penalty: 1374.265503
	Iteration 0F: 2 clusters Score -236524.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -232770.734375 Penalty: 2748.531006
	Iteration 0F: 3 clusters Score -232770.7 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -233842.218750 Penalty: 2748.531006
	Iteration 1F: 3 clusters Score -233842.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -234090.640625 Penalty: 2748.531006
	Iteration 2F: 3 clusters Score -234090.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -234333.531250 Penalty: 2748.531006
	Iteration 3F: 3 clusters Score -234333.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -234531.093750 Penalty: 2748.531006
	Iteration 4F: 3 clusters Score -234531.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -234669.953125 Penalty: 2748.531006
	Iteration 5F: 3 clusters Score -234670 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -234781.625000 Penalty: 2748.531006
	Iteration 6Q: 3 clusters Score -234781.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -234892.843750 Penalty: 2748.531006
	Iteration 7Q: 3 clusters Score -234892.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -234989.468750 Penalty: 2748.531006
	Iteration 8Q: 3 clusters Score -234989.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -235046.812500 Penalty: 2748.531006
	Iteration 9Q: 3 clusters Score -235046.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -235091.031250 Penalty: 2748.531006
	Iteration 10Q: 3 clusters Score -235091 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -235131.765625 Penalty: 2748.531006
	Iteration 11Q: 3 clusters Score -235131.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -235160.796875 Penalty: 2748.531006
	Iteration 12Q: 3 clusters Score -235160.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -235183.500000 Penalty: 2748.531006
	Iteration 13Q: 3 clusters Score -235183.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -235206.546875 Penalty: 2748.531006
	Iteration 14Q: 3 clusters Score -235206.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -235227.656250 Penalty: 2748.531006
	Iteration 15Q: 3 clusters Score -235227.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -235246.359375 Penalty: 2748.531006
	Iteration 16Q: 3 clusters Score -235246.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -235267.343750 Penalty: 2748.531006
	Iteration 17Q: 3 clusters Score -235267.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -235287.203125 Penalty: 2748.531006
	Iteration 18Q: 3 clusters Score -235287.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -235304.671875 Penalty: 2748.531006
	Iteration 19Q: 3 clusters Score -235304.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -235321.796875 Penalty: 2748.531006
	Iteration 20F: 3 clusters Score -235321.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -235333.578125 Penalty: 2748.531006
	Iteration 21Q: 3 clusters Score -235333.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -235346.968750 Penalty: 2748.531006
	Iteration 22Q: 3 clusters Score -235347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -235355.937500 Penalty: 2748.531006
	Iteration 23Q: 3 clusters Score -235355.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -235366.921875 Penalty: 2748.531006
	Iteration 24Q: 3 clusters Score -235366.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -235376.859375 Penalty: 2748.531006
	Iteration 25Q: 3 clusters Score -235376.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -235381.000000 Penalty: 2748.531006
	Iteration 26Q: 3 clusters Score -235381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -235385.265625 Penalty: 2748.531006
	Iteration 27Q: 3 clusters Score -235385.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -235392.406250 Penalty: 2748.531006
	Iteration 28Q: 3 clusters Score -235392.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -235399.000000 Penalty: 2748.531006
	Iteration 29Q: 3 clusters Score -235399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -235403.093750 Penalty: 2748.531006
	Iteration 30Q: 3 clusters Score -235403.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -235406.500000 Penalty: 2748.531006
	Iteration 31Q: 3 clusters Score -235406.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -235408.437500 Penalty: 2748.531006
	Iteration 32Q: 3 clusters Score -235408.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -235410.406250 Penalty: 2748.531006
	Iteration 33Q: 3 clusters Score -235410.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -235413.625000 Penalty: 2748.531006
	Iteration 34Q: 3 clusters Score -235413.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -235418.859375 Penalty: 2748.531006
	Iteration 35Q: 3 clusters Score -235418.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -235425.281250 Penalty: 2748.531006
	Iteration 36Q: 3 clusters Score -235425.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -235429.109375 Penalty: 2748.531006
	Iteration 37Q: 3 clusters Score -235429.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -235431.375000 Penalty: 2748.531006
	Iteration 38Q: 3 clusters Score -235431.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -235436.906250 Penalty: 2748.531006
	Iteration 39Q: 3 clusters Score -235436.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -235442.390625 Penalty: 2748.531006
	Iteration 40F: 3 clusters Score -235442.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -235448.453125 Penalty: 2748.531006
	Iteration 41Q: 3 clusters Score -235448.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -235458.859375 Penalty: 2748.531006
	Iteration 42Q: 3 clusters Score -235458.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -235471.250000 Penalty: 2748.531006
	Iteration 43Q: 3 clusters Score -235471.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -235483.796875 Penalty: 2748.531006
	Iteration 44Q: 3 clusters Score -235483.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -235495.640625 Penalty: 2748.531006
	Iteration 45Q: 3 clusters Score -235495.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -235515.062500 Penalty: 2748.531006
	Iteration 46Q: 3 clusters Score -235515.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -235532.609375 Penalty: 2748.531006
	Iteration 47Q: 3 clusters Score -235532.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -235562.593750 Penalty: 2748.531006
	Iteration 48Q: 3 clusters Score -235562.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -235595.734375 Penalty: 2748.531006
	Iteration 49Q: 3 clusters Score -235595.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -235624.609375 Penalty: 2748.531006
	Iteration 50Q: 3 clusters Score -235624.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -235644.625000 Penalty: 2748.531006
	Iteration 51Q: 3 clusters Score -235644.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -235654.500000 Penalty: 2748.531006
	Iteration 52Q: 3 clusters Score -235654.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -235660.000000 Penalty: 2748.531006
	Iteration 53Q: 3 clusters Score -235660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -235666.281250 Penalty: 2748.531006
	Iteration 54Q: 3 clusters Score -235666.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -235671.781250 Penalty: 2748.531006
	Iteration 55Q: 3 clusters Score -235671.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -235676.531250 Penalty: 2748.531006
	Iteration 56Q: 3 clusters Score -235676.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -235684.265625 Penalty: 2748.531006
	Iteration 57Q: 3 clusters Score -235684.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -235692.718750 Penalty: 2748.531006
	Iteration 58Q: 3 clusters Score -235692.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -235696.906250 Penalty: 2748.531006
	Iteration 59Q: 3 clusters Score -235696.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -235700.937500 Penalty: 2748.531006
	Iteration 60F: 3 clusters Score -235700.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -235704.343750 Penalty: 2748.531006
	Iteration 61Q: 3 clusters Score -235704.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -235710.171875 Penalty: 2748.531006
	Iteration 62Q: 3 clusters Score -235710.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -235712.890625 Penalty: 2748.531006
	Iteration 63Q: 3 clusters Score -235712.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -235716.421875 Penalty: 2748.531006
	Iteration 64Q: 3 clusters Score -235716.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -235719.265625 Penalty: 2748.531006
	Iteration 65Q: 3 clusters Score -235719.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -235719.109375 Penalty: 2748.531006
	Iteration 66Q: 3 clusters Score -235719.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -235721.531250 Penalty: 2748.531006
	Iteration 67Q: 3 clusters Score -235721.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -235725.750000 Penalty: 2748.531006
	Iteration 68Q: 3 clusters Score -235725.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -235729.828125 Penalty: 2748.531006
	Iteration 69Q: 3 clusters Score -235729.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -235738.078125 Penalty: 2748.531006
	Iteration 70Q: 3 clusters Score -235738.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -235740.375000 Penalty: 2748.531006
	Iteration 71Q: 3 clusters Score -235740.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -235743.453125 Penalty: 2748.531006
	Iteration 72Q: 3 clusters Score -235743.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -235744.000000 Penalty: 2748.531006
	Iteration 73Q: 3 clusters Score -235744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -235744.328125 Penalty: 2748.531006
	Iteration 74Q: 3 clusters Score -235744.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -235745.125000 Penalty: 2748.531006
	Iteration 75Q: 3 clusters Score -235745.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -235745.125000 Penalty: 2748.531006
	Iteration 76F: 3 clusters Score -235745.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Entering Unmasked Estep 
Score: -757198.562500 Penalty: 1523.259277
	Iteration 0F: 2 clusters Score -757198.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -748867.875000 Penalty: 3046.518555
	Iteration 0F: 3 clusters Score -748867.9 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -751929.687500 Penalty: 3046.518555
	Iteration 1F: 3 clusters Score -751929.7 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -752393.000000 Penalty: 3046.518555
	Iteration 2F: 3 clusters Score -752393 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -752815.375000 Penalty: 3046.518555
	Iteration 3F: 3 clusters Score -752815.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -753206.687500 Penalty: 3046.518555
	Iteration 4F: 3 clusters Score -753206.7 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -753588.937500 Penalty: 3046.518555
	Iteration 5F: 3 clusters Score -753588.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -753949.750000 Penalty: 3046.518555
	Iteration 6F: 3 clusters Score -753949.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -754339.875000 Penalty: 3046.518555
	Iteration 7Q: 3 clusters Score -754339.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -754802.562500 Penalty: 3046.518555
	Iteration 8Q: 3 clusters Score -754802.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -755266.312500 Penalty: 3046.518555
	Iteration 9Q: 3 clusters Score -755266.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -755682.375000 Penalty: 3046.518555
	Iteration 10Q: 3 clusters Score -755682.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -755990.625000 Penalty: 3046.518555
	Iteration 11Q: 3 clusters Score -755990.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -756221.062500 Penalty: 3046.518555
	Iteration 12Q: 3 clusters Score -756221.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -756383.125000 Penalty: 3046.518555
	Iteration 13Q: 3 clusters Score -756383.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -756488.812500 Penalty: 3046.518555
	Iteration 14Q: 3 clusters Score -756488.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -756551.250000 Penalty: 3046.518555
	Iteration 15Q: 3 clusters Score -756551.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -756597.562500 Penalty: 3046.518555
	Iteration 16Q: 3 clusters Score -756597.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -756635.937500 Penalty: 3046.518555
	Iteration 17Q: 3 clusters Score -756635.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -756663.625000 Penalty: 3046.518555
	Iteration 18Q: 3 clusters Score -756663.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -756687.875000 Penalty: 3046.518555
	Iteration 19Q: 3 clusters Score -756687.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -756715.375000 Penalty: 3046.518555
	Iteration 20F: 3 clusters Score -756715.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -756733.375000 Penalty: 3046.518555
	Iteration 21Q: 3 clusters Score -756733.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -756746.000000 Penalty: 3046.518555
	Iteration 22Q: 3 clusters Score -756746 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -756759.937500 Penalty: 3046.518555
	Iteration 23Q: 3 clusters Score -756759.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -756770.000000 Penalty: 3046.518555
	Iteration 24Q: 3 clusters Score -756770 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -756779.125000 Penalty: 3046.518555
	Iteration 25Q: 3 clusters Score -756779.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -756782.750000 Penalty: 3046.518555
	Iteration 26Q: 3 clusters Score -756782.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -756785.437500 Penalty: 3046.518555
	Iteration 27Q: 3 clusters Score -756785.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -756787.750000 Penalty: 3046.518555
	Iteration 28Q: 3 clusters Score -756787.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -756791.625000 Penalty: 3046.518555
	Iteration 29Q: 3 clusters Score -756791.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -756796.562500 Penalty: 3046.518555
	Iteration 30Q: 3 clusters Score -756796.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -756801.437500 Penalty: 3046.518555
	Iteration 31Q: 3 clusters Score -756801.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -756804.375000 Penalty: 3046.518555
	Iteration 32Q: 3 clusters Score -756804.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -756806.000000 Penalty: 3046.518555
	Iteration 33Q: 3 clusters Score -756806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -756809.875000 Penalty: 3046.518555
	Iteration 34Q: 3 clusters Score -756809.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -756809.750000 Penalty: 3046.518555
	Iteration 35Q: 3 clusters Score -756809.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -756810.625000 Penalty: 3046.518555
	Iteration 36Q: 3 clusters Score -756810.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -756809.812500 Penalty: 3046.518555
	Iteration 37Q: 3 clusters Score -756809.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -756811.125000 Penalty: 3046.518555
	Iteration 38Q: 3 clusters Score -756811.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -756812.250000 Penalty: 3046.518555
	Iteration 39Q: 3 clusters Score -756812.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -756814.125000 Penalty: 3046.518555
	Iteration 40F: 3 clusters Score -756814.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -756813.187500 Penalty: 3046.518555
	Iteration 41Q: 3 clusters Score -756813.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -756814.875000 Penalty: 3046.518555
	Iteration 42Q: 3 clusters Score -756814.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -756816.125000 Penalty: 3046.518555
	Iteration 43Q: 3 clusters Score -756816.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -756816.437500 Penalty: 3046.518555
	Iteration 44Q: 3 clusters Score -756816.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -756817.562500 Penalty: 3046.518555
	Iteration 45Q: 3 clusters Score -756817.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -756819.437500 Penalty: 3046.518555
	Iteration 46Q: 3 clusters Score -756819.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -756818.687500 Penalty: 3046.518555
	Iteration 47Q: 3 clusters Score -756818.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -756819.875000 Penalty: 3046.518555
	Iteration 48Q: 3 clusters Score -756819.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -756820.437500 Penalty: 3046.518555
	Iteration 49Q: 3 clusters Score -756820.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -756820.562500 Penalty: 3046.518555
	Iteration 50Q: 3 clusters Score -756820.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -756820.375000 Penalty: 3046.518555
	Iteration 51Q: 3 clusters Score -756820.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -756820.937500 Penalty: 3046.518555
	Iteration 52Q: 3 clusters Score -756820.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -756821.687500 Penalty: 3046.518555
	Iteration 53Q: 3 clusters Score -756821.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -756819.875000 Penalty: 3046.518555
	Iteration 54Q: 3 clusters Score -756819.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -756819.875000 Penalty: 3046.518555
	Iteration 55F: 3 clusters Score -756819.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Entering Unmasked Estep 
Score: -229415.875000 Penalty: 1330.797241
	Iteration 0F: 2 clusters Score -229415.9 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 1801 members 
Entering Unmasked Estep 
Score: -226323.296875 Penalty: 2661.594482
	Iteration 0F: 3 clusters Score -226323.3 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -227085.765625 Penalty: 2661.594482
	Iteration 1F: 3 clusters Score -227085.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -227241.500000 Penalty: 2661.594482
	Iteration 2F: 3 clusters Score -227241.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -227323.062500 Penalty: 2661.594482
	Iteration 3F: 3 clusters Score -227323.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -227384.640625 Penalty: 2661.594482
	Iteration 4Q: 3 clusters Score -227384.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -227438.234375 Penalty: 2661.594482
	Iteration 5Q: 3 clusters Score -227438.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -227477.312500 Penalty: 2661.594482
	Iteration 6Q: 3 clusters Score -227477.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -227512.343750 Penalty: 2661.594482
	Iteration 7Q: 3 clusters Score -227512.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -227540.000000 Penalty: 2661.594482
	Iteration 8Q: 3 clusters Score -227540 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -227559.078125 Penalty: 2661.594482
	Iteration 9Q: 3 clusters Score -227559.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -227574.281250 Penalty: 2661.594482
	Iteration 10Q: 3 clusters Score -227574.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -227585.968750 Penalty: 2661.594482
	Iteration 11Q: 3 clusters Score -227586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -227596.234375 Penalty: 2661.594482
	Iteration 12Q: 3 clusters Score -227596.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -227608.093750 Penalty: 2661.594482
	Iteration 13Q: 3 clusters Score -227608.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -227623.546875 Penalty: 2661.594482
	Iteration 14Q: 3 clusters Score -227623.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -227642.390625 Penalty: 2661.594482
	Iteration 15Q: 3 clusters Score -227642.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -227663.296875 Penalty: 2661.594482
	Iteration 16Q: 3 clusters Score -227663.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -227690.578125 Penalty: 2661.594482
	Iteration 17Q: 3 clusters Score -227690.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -227720.359375 Penalty: 2661.594482
	Iteration 18Q: 3 clusters Score -227720.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -227748.156250 Penalty: 2661.594482
	Iteration 19Q: 3 clusters Score -227748.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -227780.078125 Penalty: 2661.594482
	Iteration 20F: 3 clusters Score -227780.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -227826.921875 Penalty: 2661.594482
	Iteration 21Q: 3 clusters Score -227826.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -227877.109375 Penalty: 2661.594482
	Iteration 22Q: 3 clusters Score -227877.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -227921.671875 Penalty: 2661.594482
	Iteration 23Q: 3 clusters Score -227921.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -227963.625000 Penalty: 2661.594482
	Iteration 24Q: 3 clusters Score -227963.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -228004.062500 Penalty: 2661.594482
	Iteration 25Q: 3 clusters Score -228004.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -228048.781250 Penalty: 2661.594482
	Iteration 26Q: 3 clusters Score -228048.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -228083.437500 Penalty: 2661.594482
	Iteration 27Q: 3 clusters Score -228083.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -228116.890625 Penalty: 2661.594482
	Iteration 28Q: 3 clusters Score -228116.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -228145.046875 Penalty: 2661.594482
	Iteration 29Q: 3 clusters Score -228145 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -228166.718750 Penalty: 2661.594482
	Iteration 30Q: 3 clusters Score -228166.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -228202.000000 Penalty: 2661.594482
	Iteration 31Q: 3 clusters Score -228202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -228238.109375 Penalty: 2661.594482
	Iteration 32Q: 3 clusters Score -228238.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -228268.453125 Penalty: 2661.594482
	Iteration 33Q: 3 clusters Score -228268.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -228306.921875 Penalty: 2661.594482
	Iteration 34Q: 3 clusters Score -228306.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -228344.625000 Penalty: 2661.594482
	Iteration 35Q: 3 clusters Score -228344.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -228376.187500 Penalty: 2661.594482
	Iteration 36Q: 3 clusters Score -228376.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -228404.843750 Penalty: 2661.594482
	Iteration 37Q: 3 clusters Score -228404.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -228431.281250 Penalty: 2661.594482
	Iteration 38Q: 3 clusters Score -228431.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -228448.984375 Penalty: 2661.594482
	Iteration 39Q: 3 clusters Score -228449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -228458.890625 Penalty: 2661.594482
	Iteration 40F: 3 clusters Score -228458.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -228467.875000 Penalty: 2661.594482
	Iteration 41Q: 3 clusters Score -228467.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -228477.781250 Penalty: 2661.594482
	Iteration 42Q: 3 clusters Score -228477.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -228486.093750 Penalty: 2661.594482
	Iteration 43Q: 3 clusters Score -228486.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -228491.703125 Penalty: 2661.594482
	Iteration 44Q: 3 clusters Score -228491.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -228495.750000 Penalty: 2661.594482
	Iteration 45Q: 3 clusters Score -228495.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -228500.546875 Penalty: 2661.594482
	Iteration 46Q: 3 clusters Score -228500.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -228503.343750 Penalty: 2661.594482
	Iteration 47Q: 3 clusters Score -228503.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -228504.968750 Penalty: 2661.594482
	Iteration 48Q: 3 clusters Score -228505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -228506.062500 Penalty: 2661.594482
	Iteration 49Q: 3 clusters Score -228506.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -228506.968750 Penalty: 2661.594482
	Iteration 50Q: 3 clusters Score -228507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -228508.171875 Penalty: 2661.594482
	Iteration 51Q: 3 clusters Score -228508.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -228509.515625 Penalty: 2661.594482
	Iteration 52Q: 3 clusters Score -228509.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -228511.265625 Penalty: 2661.594482
	Iteration 53Q: 3 clusters Score -228511.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -228513.046875 Penalty: 2661.594482
	Iteration 54Q: 3 clusters Score -228513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -228513.984375 Penalty: 2661.594482
	Iteration 55Q: 3 clusters Score -228514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -228514.406250 Penalty: 2661.594482
	Iteration 56Q: 3 clusters Score -228514.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -228515.078125 Penalty: 2661.594482
	Iteration 57Q: 3 clusters Score -228515.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -228515.078125 Penalty: 2661.594482
	Iteration 58F: 3 clusters Score -228515.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Entering Unmasked Estep 
Score: -1707301.875000 Penalty: 1659.025879
	Iteration 0F: 2 clusters Score -1707302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1688905.750000 Penalty: 3318.051758
	Iteration 0F: 3 clusters Score -1688906 nChanged 12466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1695704.000000 Penalty: 3318.051758
	Iteration 1F: 3 clusters Score -1695704 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1696076.625000 Penalty: 3318.051758
	Iteration 2Q: 3 clusters Score -1696077 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -1696471.500000 Penalty: 3318.051758
	Iteration 3Q: 3 clusters Score -1696472 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1696917.000000 Penalty: 3318.051758
	Iteration 4Q: 3 clusters Score -1696917 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -1697545.500000 Penalty: 3318.051758
	Iteration 5Q: 3 clusters Score -1697546 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -1698499.250000 Penalty: 3318.051758
	Iteration 6F: 3 clusters Score -1698499 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -1699713.750000 Penalty: 3318.051758
	Iteration 7F: 3 clusters Score -1699714 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -1701141.625000 Penalty: 3318.051758
	Iteration 8F: 3 clusters Score -1701142 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -1702487.250000 Penalty: 3318.051758
	Iteration 9F: 3 clusters Score -1702487 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -1703583.625000 Penalty: 3318.051758
	Iteration 10Q: 3 clusters Score -1703584 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -1704422.125000 Penalty: 3318.051758
	Iteration 11Q: 3 clusters Score -1704422 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -1705060.500000 Penalty: 3318.051758
	Iteration 12Q: 3 clusters Score -1705060 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -1705424.000000 Penalty: 3318.051758
	Iteration 13Q: 3 clusters Score -1705424 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -1705617.000000 Penalty: 3318.051758
	Iteration 14Q: 3 clusters Score -1705617 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -1705713.250000 Penalty: 3318.051758
	Iteration 15Q: 3 clusters Score -1705713 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -1705780.000000 Penalty: 3318.051758
	Iteration 16Q: 3 clusters Score -1705780 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -1705835.625000 Penalty: 3318.051758
	Iteration 17Q: 3 clusters Score -1705836 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -1705866.125000 Penalty: 3318.051758
	Iteration 18Q: 3 clusters Score -1705866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -1705884.875000 Penalty: 3318.051758
	Iteration 19Q: 3 clusters Score -1705885 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -1705897.375000 Penalty: 3318.051758
	Iteration 20F: 3 clusters Score -1705897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -1705914.000000 Penalty: 3318.051758
	Iteration 21Q: 3 clusters Score -1705914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -1705921.250000 Penalty: 3318.051758
	Iteration 22Q: 3 clusters Score -1705921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -1705929.250000 Penalty: 3318.051758
	Iteration 23Q: 3 clusters Score -1705929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -1705938.125000 Penalty: 3318.051758
	Iteration 24Q: 3 clusters Score -1705938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -1705946.875000 Penalty: 3318.051758
	Iteration 25Q: 3 clusters Score -1705947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -1705956.875000 Penalty: 3318.051758
	Iteration 26Q: 3 clusters Score -1705957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -1705965.375000 Penalty: 3318.051758
	Iteration 27Q: 3 clusters Score -1705965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -1705971.625000 Penalty: 3318.051758
	Iteration 28Q: 3 clusters Score -1705972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -1705975.750000 Penalty: 3318.051758
	Iteration 29Q: 3 clusters Score -1705976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -1705981.125000 Penalty: 3318.051758
	Iteration 30Q: 3 clusters Score -1705981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -1705985.500000 Penalty: 3318.051758
	Iteration 31Q: 3 clusters Score -1705986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -1705988.875000 Penalty: 3318.051758
	Iteration 32Q: 3 clusters Score -1705989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -1705995.750000 Penalty: 3318.051758
	Iteration 33Q: 3 clusters Score -1705996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -1705999.500000 Penalty: 3318.051758
	Iteration 34Q: 3 clusters Score -1706000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -1706002.375000 Penalty: 3318.051758
	Iteration 35Q: 3 clusters Score -1706002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -1706005.250000 Penalty: 3318.051758
	Iteration 36Q: 3 clusters Score -1706005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -1706005.125000 Penalty: 3318.051758
	Iteration 37Q: 3 clusters Score -1706005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -1706007.625000 Penalty: 3318.051758
	Iteration 38Q: 3 clusters Score -1706008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -1706009.375000 Penalty: 3318.051758
	Iteration 39Q: 3 clusters Score -1706009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -1706009.375000 Penalty: 3318.051758
	Iteration 40F: 3 clusters Score -1706009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Entering Unmasked Estep 
Score: -585193.062500 Penalty: 1492.065430
	Iteration 0F: 2 clusters Score -585193.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -578150.500000 Penalty: 2984.130859
	Iteration 0F: 3 clusters Score -578150.5 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -580565.750000 Penalty: 2984.130859
	Iteration 1F: 3 clusters Score -580565.8 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -580952.937500 Penalty: 2984.130859
	Iteration 2F: 3 clusters Score -580952.9 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -581303.312500 Penalty: 2984.130859
	Iteration 3F: 3 clusters Score -581303.3 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -581682.687500 Penalty: 2984.130859
	Iteration 4F: 3 clusters Score -581682.7 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -582089.750000 Penalty: 2984.130859
	Iteration 5F: 3 clusters Score -582089.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -582526.125000 Penalty: 2984.130859
	Iteration 6F: 3 clusters Score -582526.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -582957.937500 Penalty: 2984.130859
	Iteration 7F: 3 clusters Score -582957.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -583341.625000 Penalty: 2984.130859
	Iteration 8Q: 3 clusters Score -583341.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -583603.500000 Penalty: 2984.130859
	Iteration 9Q: 3 clusters Score -583603.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -583779.250000 Penalty: 2984.130859
	Iteration 10Q: 3 clusters Score -583779.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -583866.312500 Penalty: 2984.130859
	Iteration 11Q: 3 clusters Score -583866.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -583912.750000 Penalty: 2984.130859
	Iteration 12Q: 3 clusters Score -583912.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -583939.562500 Penalty: 2984.130859
	Iteration 13Q: 3 clusters Score -583939.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -583953.875000 Penalty: 2984.130859
	Iteration 14Q: 3 clusters Score -583953.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -583964.312500 Penalty: 2984.130859
	Iteration 15Q: 3 clusters Score -583964.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -583972.187500 Penalty: 2984.130859
	Iteration 16Q: 3 clusters Score -583972.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -583981.562500 Penalty: 2984.130859
	Iteration 17Q: 3 clusters Score -583981.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -583986.875000 Penalty: 2984.130859
	Iteration 18Q: 3 clusters Score -583986.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -583992.187500 Penalty: 2984.130859
	Iteration 19Q: 3 clusters Score -583992.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -583992.437500 Penalty: 2984.130859
	Iteration 20F: 3 clusters Score -583992.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -583993.750000 Penalty: 2984.130859
	Iteration 21Q: 3 clusters Score -583993.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -583993.750000 Penalty: 2984.130859
	Iteration 22F: 3 clusters Score -583993.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Entering Unmasked Estep 
Score: -32707.453125 Penalty: 1048.457886
	Iteration 0F: 2 clusters Score -32707.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -31539.824219 Penalty: 2096.915771
	Iteration 0F: 3 clusters Score -31539.82 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -31885.972656 Penalty: 2096.915771
	Iteration 1F: 3 clusters Score -31885.97 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -32185.423828 Penalty: 2096.915771
	Iteration 2F: 3 clusters Score -32185.42 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -32463.324219 Penalty: 2096.915771
	Iteration 3F: 3 clusters Score -32463.32 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -32630.568359 Penalty: 2096.915771
	Iteration 4F: 3 clusters Score -32630.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -32720.554688 Penalty: 2096.915771
	Iteration 5Q: 3 clusters Score -32720.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -32807.656250 Penalty: 2096.915771
	Iteration 6Q: 3 clusters Score -32807.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -32861.160156 Penalty: 2096.915771
	Iteration 7Q: 3 clusters Score -32861.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -32900.164062 Penalty: 2096.915771
	Iteration 8Q: 3 clusters Score -32900.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -32916.789062 Penalty: 2096.915771
	Iteration 9Q: 3 clusters Score -32916.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -32925.789062 Penalty: 2096.915771
	Iteration 10Q: 3 clusters Score -32925.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -32930.437500 Penalty: 2096.915771
	Iteration 11Q: 3 clusters Score -32930.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -32933.804688 Penalty: 2096.915771
	Iteration 12Q: 3 clusters Score -32933.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -32937.015625 Penalty: 2096.915771
	Iteration 13Q: 3 clusters Score -32937.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -32937.015625 Penalty: 2096.915771
	Iteration 14F: 3 clusters Score -32937.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 6685 members 
Mstep: Class 3 contains 68670 members 
Mstep: Class 4 contains 6570 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 3947 members 
Mstep: Class 7 contains 6739 members 
Mstep: Class 8 contains 19265 members 
Mstep: Class 9 contains 9610 members 
Mstep: Class 10 contains 91390 members 
Mstep: Class 11 contains 58773 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 4708 members 
Mstep: Class 14 contains 11777 members 
Mstep: Class 15 contains 3603 members 
Mstep: Class 16 contains 27157 members 
Mstep: Class 17 contains 9720 members 
Mstep: Class 18 contains 168 members 
Mstep: Class 19 contains 1525 members 
Mstep: Class 20 contains 7929 members 
Mstep: Class 21 contains 466 members 
Entering Unmasked Estep 
Score: -21338690.000000 Penalty: 43657.015625
Splitting cluster 18 changes total score from -21339382.000000 to -21338690.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Entering Unmasked Estep 
Score: -82918.562500 Penalty: 1191.084351
	Iteration 0F: 2 clusters Score -82918.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -81120.312500 Penalty: 2382.168701
	Iteration 0F: 3 clusters Score -81120.31 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -81630.562500 Penalty: 2382.168701
	Iteration 1F: 3 clusters Score -81630.56 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -81844.906250 Penalty: 2382.168701
	Iteration 2F: 3 clusters Score -81844.91 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -81995.023438 Penalty: 2382.168701
	Iteration 3F: 3 clusters Score -81995.02 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -82109.968750 Penalty: 2382.168701
	Iteration 4F: 3 clusters Score -82109.97 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -82173.578125 Penalty: 2382.168701
	Iteration 5Q: 3 clusters Score -82173.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -82210.570312 Penalty: 2382.168701
	Iteration 6Q: 3 clusters Score -82210.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -82236.304688 Penalty: 2382.168701
	Iteration 7Q: 3 clusters Score -82236.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -82255.843750 Penalty: 2382.168701
	Iteration 8Q: 3 clusters Score -82255.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -82270.507812 Penalty: 2382.168701
	Iteration 9Q: 3 clusters Score -82270.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -82297.140625 Penalty: 2382.168701
	Iteration 10Q: 3 clusters Score -82297.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -82307.078125 Penalty: 2382.168701
	Iteration 11Q: 3 clusters Score -82307.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -82314.132812 Penalty: 2382.168701
	Iteration 12Q: 3 clusters Score -82314.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -82319.328125 Penalty: 2382.168701
	Iteration 13Q: 3 clusters Score -82319.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -82323.328125 Penalty: 2382.168701
	Iteration 14Q: 3 clusters Score -82323.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -82325.507812 Penalty: 2382.168701
	Iteration 15Q: 3 clusters Score -82325.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -82325.507812 Penalty: 2382.168701
	Iteration 16F: 3 clusters Score -82325.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Entering Unmasked Estep 
Score: -472146.968750 Penalty: 1458.970825
	Iteration 0F: 2 clusters Score -472147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -466291.000000 Penalty: 2917.941650
	Iteration 0F: 3 clusters Score -466291 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -468080.906250 Penalty: 2917.941650
	Iteration 1F: 3 clusters Score -468080.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -468350.062500 Penalty: 2917.941650
	Iteration 2F: 3 clusters Score -468350.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -468599.593750 Penalty: 2917.941650
	Iteration 3F: 3 clusters Score -468599.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -468858.062500 Penalty: 2917.941650
	Iteration 4F: 3 clusters Score -468858.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -469163.531250 Penalty: 2917.941650
	Iteration 5F: 3 clusters Score -469163.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -469439.656250 Penalty: 2917.941650
	Iteration 6F: 3 clusters Score -469439.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -469676.687500 Penalty: 2917.941650
	Iteration 7Q: 3 clusters Score -469676.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -469884.656250 Penalty: 2917.941650
	Iteration 8Q: 3 clusters Score -469884.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -470136.312500 Penalty: 2917.941650
	Iteration 9Q: 3 clusters Score -470136.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -470394.875000 Penalty: 2917.941650
	Iteration 10Q: 3 clusters Score -470394.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -470594.250000 Penalty: 2917.941650
	Iteration 11Q: 3 clusters Score -470594.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -470781.406250 Penalty: 2917.941650
	Iteration 12Q: 3 clusters Score -470781.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -470945.531250 Penalty: 2917.941650
	Iteration 13Q: 3 clusters Score -470945.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -471087.531250 Penalty: 2917.941650
	Iteration 14Q: 3 clusters Score -471087.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -471201.281250 Penalty: 2917.941650
	Iteration 15Q: 3 clusters Score -471201.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -471285.968750 Penalty: 2917.941650
	Iteration 16Q: 3 clusters Score -471286 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -471333.187500 Penalty: 2917.941650
	Iteration 17Q: 3 clusters Score -471333.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -471363.468750 Penalty: 2917.941650
	Iteration 18Q: 3 clusters Score -471363.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -471386.218750 Penalty: 2917.941650
	Iteration 19Q: 3 clusters Score -471386.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -471402.843750 Penalty: 2917.941650
	Iteration 20F: 3 clusters Score -471402.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -471415.125000 Penalty: 2917.941650
	Iteration 21Q: 3 clusters Score -471415.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -471424.750000 Penalty: 2917.941650
	Iteration 22Q: 3 clusters Score -471424.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -471434.656250 Penalty: 2917.941650
	Iteration 23Q: 3 clusters Score -471434.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -471442.187500 Penalty: 2917.941650
	Iteration 24Q: 3 clusters Score -471442.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -471446.093750 Penalty: 2917.941650
	Iteration 25Q: 3 clusters Score -471446.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -471450.625000 Penalty: 2917.941650
	Iteration 26Q: 3 clusters Score -471450.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -471456.250000 Penalty: 2917.941650
	Iteration 27Q: 3 clusters Score -471456.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -471460.093750 Penalty: 2917.941650
	Iteration 28Q: 3 clusters Score -471460.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -471463.656250 Penalty: 2917.941650
	Iteration 29Q: 3 clusters Score -471463.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -471466.531250 Penalty: 2917.941650
	Iteration 30Q: 3 clusters Score -471466.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -471468.468750 Penalty: 2917.941650
	Iteration 31Q: 3 clusters Score -471468.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -471471.781250 Penalty: 2917.941650
	Iteration 32Q: 3 clusters Score -471471.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -471473.781250 Penalty: 2917.941650
	Iteration 33Q: 3 clusters Score -471473.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -471473.437500 Penalty: 2917.941650
	Iteration 34Q: 3 clusters Score -471473.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -471474.625000 Penalty: 2917.941650
	Iteration 35Q: 3 clusters Score -471474.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -471476.406250 Penalty: 2917.941650
	Iteration 36Q: 3 clusters Score -471476.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -471477.031250 Penalty: 2917.941650
	Iteration 37Q: 3 clusters Score -471477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -471479.062500 Penalty: 2917.941650
	Iteration 38Q: 3 clusters Score -471479.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -471481.000000 Penalty: 2917.941650
	Iteration 39Q: 3 clusters Score -471481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -471483.687500 Penalty: 2917.941650
	Iteration 40F: 3 clusters Score -471483.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -471483.750000 Penalty: 2917.941650
	Iteration 41Q: 3 clusters Score -471483.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -471484.750000 Penalty: 2917.941650
	Iteration 42Q: 3 clusters Score -471484.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -471484.593750 Penalty: 2917.941650
	Iteration 43Q: 3 clusters Score -471484.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -471485.406250 Penalty: 2917.941650
	Iteration 44Q: 3 clusters Score -471485.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -471485.968750 Penalty: 2917.941650
	Iteration 45Q: 3 clusters Score -471486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -471485.343750 Penalty: 2917.941650
	Iteration 46Q: 3 clusters Score -471485.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -471485.062500 Penalty: 2917.941650
	Iteration 47Q: 3 clusters Score -471485.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -471485.062500 Penalty: 2917.941650
	Iteration 48F: 3 clusters Score -471485.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 6685 members 
Mstep: Class 3 contains 68670 members 
Mstep: Class 4 contains 6570 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 3947 members 
Mstep: Class 7 contains 6739 members 
Mstep: Class 8 contains 19265 members 
Mstep: Class 9 contains 9610 members 
Mstep: Class 10 contains 91390 members 
Mstep: Class 11 contains 58773 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 4708 members 
Mstep: Class 14 contains 11777 members 
Mstep: Class 15 contains 3603 members 
Mstep: Class 16 contains 27157 members 
Mstep: Class 17 contains 9720 members 
Mstep: Class 18 contains 634 members 
Mstep: Class 19 contains 1525 members 
Mstep: Class 20 contains 7929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339570.000000 Penalty: 41578.109375
Iteration 159Q: 21 clusters Score -2.133957e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 6686 members 
Mstep: Class 3 contains 68231 members 
Mstep: Class 4 contains 6575 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 3940 members 
Mstep: Class 7 contains 6747 members 
Mstep: Class 8 contains 19328 members 
Mstep: Class 9 contains 9562 members 
Mstep: Class 10 contains 91278 members 
Mstep: Class 11 contains 58772 members 
Mstep: Class 12 contains 2001 members 
Mstep: Class 13 contains 4708 members 
Mstep: Class 14 contains 11769 members 
Mstep: Class 15 contains 3601 members 
Mstep: Class 16 contains 27744 members 
Mstep: Class 17 contains 9636 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 7947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339780.000000 Penalty: 41578.109375
Iteration 160F: 21 clusters Score -2.133978e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 6696 members 
Mstep: Class 3 contains 67779 members 
Mstep: Class 4 contains 6582 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 3934 members 
Mstep: Class 7 contains 6751 members 
Mstep: Class 8 contains 19363 members 
Mstep: Class 9 contains 9517 members 
Mstep: Class 10 contains 91221 members 
Mstep: Class 11 contains 58786 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 11763 members 
Mstep: Class 15 contains 3600 members 
Mstep: Class 16 contains 28303 members 
Mstep: Class 17 contains 9550 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 7961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340026.000000 Penalty: 41578.109375
Iteration 161Q: 21 clusters Score -2.134003e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 6706 members 
Mstep: Class 3 contains 67344 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 3932 members 
Mstep: Class 7 contains 6751 members 
Mstep: Class 8 contains 19410 members 
Mstep: Class 9 contains 9467 members 
Mstep: Class 10 contains 91114 members 
Mstep: Class 11 contains 58818 members 
Mstep: Class 12 contains 2010 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 11757 members 
Mstep: Class 15 contains 3595 members 
Mstep: Class 16 contains 28876 members 
Mstep: Class 17 contains 9464 members 
Mstep: Class 18 contains 615 members 
Mstep: Class 19 contains 1529 members 
Mstep: Class 20 contains 7981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340292.000000 Penalty: 41578.109375
Iteration 162Q: 21 clusters Score -2.134029e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 6722 members 
Mstep: Class 3 contains 66915 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 6754 members 
Mstep: Class 8 contains 19445 members 
Mstep: Class 9 contains 9441 members 
Mstep: Class 10 contains 90990 members 
Mstep: Class 11 contains 58830 members 
Mstep: Class 12 contains 2011 members 
Mstep: Class 13 contains 4708 members 
Mstep: Class 14 contains 11750 members 
Mstep: Class 15 contains 3593 members 
Mstep: Class 16 contains 29452 members 
Mstep: Class 17 contains 9383 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 1530 members 
Mstep: Class 20 contains 8003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340472.000000 Penalty: 41578.109375
Iteration 163Q: 21 clusters Score -2.134047e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 6745 members 
Mstep: Class 3 contains 66512 members 
Mstep: Class 4 contains 6583 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 3916 members 
Mstep: Class 7 contains 6756 members 
Mstep: Class 8 contains 19478 members 
Mstep: Class 9 contains 9420 members 
Mstep: Class 10 contains 90835 members 
Mstep: Class 11 contains 58859 members 
Mstep: Class 12 contains 2011 members 
Mstep: Class 13 contains 4715 members 
Mstep: Class 14 contains 11747 members 
Mstep: Class 15 contains 3591 members 
Mstep: Class 16 contains 30001 members 
Mstep: Class 17 contains 9323 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 1530 members 
Mstep: Class 20 contains 8019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340484.000000 Penalty: 41578.109375
Iteration 164Q: 21 clusters Score -2.134048e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 6762 members 
Mstep: Class 3 contains 66155 members 
Mstep: Class 4 contains 6583 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 3911 members 
Mstep: Class 7 contains 6760 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 9406 members 
Mstep: Class 10 contains 90659 members 
Mstep: Class 11 contains 58878 members 
Mstep: Class 12 contains 2011 members 
Mstep: Class 13 contains 4718 members 
Mstep: Class 14 contains 11753 members 
Mstep: Class 15 contains 3591 members 
Mstep: Class 16 contains 30540 members 
Mstep: Class 17 contains 9261 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 8037 members 
Entering Unmasked Estep 
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Iteration 165Q: 21 clusters Score -2.134063e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 6781 members 
Mstep: Class 3 contains 65811 members 
Mstep: Class 4 contains 6586 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 3897 members 
Mstep: Class 7 contains 6761 members 
Mstep: Class 8 contains 19502 members 
Mstep: Class 9 contains 9400 members 
Mstep: Class 10 contains 90508 members 
Mstep: Class 11 contains 58919 members 
Mstep: Class 12 contains 2011 members 
Mstep: Class 13 contains 4721 members 
Mstep: Class 14 contains 11749 members 
Mstep: Class 15 contains 3592 members 
Mstep: Class 16 contains 31039 members 
Mstep: Class 17 contains 9196 members 
Mstep: Class 18 contains 596 members 
Mstep: Class 19 contains 1530 members 
Mstep: Class 20 contains 8057 members 
Entering Unmasked Estep 
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Iteration 166Q: 21 clusters Score -2.134082e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 6793 members 
Mstep: Class 3 contains 65464 members 
Mstep: Class 4 contains 6587 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 3883 members 
Mstep: Class 7 contains 6765 members 
Mstep: Class 8 contains 19494 members 
Mstep: Class 9 contains 9401 members 
Mstep: Class 10 contains 90368 members 
Mstep: Class 11 contains 58960 members 
Mstep: Class 12 contains 2011 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 11744 members 
Mstep: Class 15 contains 3595 members 
Mstep: Class 16 contains 31555 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 593 members 
Mstep: Class 19 contains 1532 members 
Mstep: Class 20 contains 8073 members 
Entering Unmasked Estep 
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Iteration 167Q: 21 clusters Score -2.134091e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 6804 members 
Mstep: Class 3 contains 65125 members 
Mstep: Class 4 contains 6591 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 3870 members 
Mstep: Class 7 contains 6767 members 
Mstep: Class 8 contains 19497 members 
Mstep: Class 9 contains 9401 members 
Mstep: Class 10 contains 90231 members 
Mstep: Class 11 contains 59026 members 
Mstep: Class 12 contains 2012 members 
Mstep: Class 13 contains 4725 members 
Mstep: Class 14 contains 11737 members 
Mstep: Class 15 contains 3603 members 
Mstep: Class 16 contains 32023 members 
Mstep: Class 17 contains 9084 members 
Mstep: Class 18 contains 590 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 8088 members 
Entering Unmasked Estep 
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Iteration 168Q: 21 clusters Score -2.134101e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 6820 members 
Mstep: Class 3 contains 64811 members 
Mstep: Class 4 contains 6586 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 3856 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 19512 members 
Mstep: Class 9 contains 9394 members 
Mstep: Class 10 contains 90111 members 
Mstep: Class 11 contains 59072 members 
Mstep: Class 12 contains 2014 members 
Mstep: Class 13 contains 4721 members 
Mstep: Class 14 contains 11733 members 
Mstep: Class 15 contains 3605 members 
Mstep: Class 16 contains 32470 members 
Mstep: Class 17 contains 9029 members 
Mstep: Class 18 contains 586 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 8104 members 
Entering Unmasked Estep 
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Iteration 169Q: 21 clusters Score -2.134104e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 6839 members 
Mstep: Class 3 contains 64511 members 
Mstep: Class 4 contains 6580 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 6766 members 
Mstep: Class 8 contains 19502 members 
Mstep: Class 9 contains 9386 members 
Mstep: Class 10 contains 89982 members 
Mstep: Class 11 contains 59134 members 
Mstep: Class 12 contains 2017 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 11732 members 
Mstep: Class 15 contains 3608 members 
Mstep: Class 16 contains 32901 members 
Mstep: Class 17 contains 8992 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 1530 members 
Mstep: Class 20 contains 8120 members 
Entering Unmasked Estep 
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Iteration 170Q: 21 clusters Score -2.134114e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 6851 members 
Mstep: Class 3 contains 64221 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 3825 members 
Mstep: Class 7 contains 6763 members 
Mstep: Class 8 contains 19479 members 
Mstep: Class 9 contains 9382 members 
Mstep: Class 10 contains 89857 members 
Mstep: Class 11 contains 59207 members 
Mstep: Class 12 contains 2018 members 
Mstep: Class 13 contains 4722 members 
Mstep: Class 14 contains 11739 members 
Mstep: Class 15 contains 3615 members 
Mstep: Class 16 contains 33306 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 573 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 8141 members 
Entering Unmasked Estep 
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Iteration 171Q: 21 clusters Score -2.134116e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 63960 members 
Mstep: Class 4 contains 6583 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 3805 members 
Mstep: Class 7 contains 6758 members 
Mstep: Class 8 contains 19445 members 
Mstep: Class 9 contains 9379 members 
Mstep: Class 10 contains 89727 members 
Mstep: Class 11 contains 59263 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 4726 members 
Mstep: Class 14 contains 11745 members 
Mstep: Class 15 contains 3623 members 
Mstep: Class 16 contains 33709 members 
Mstep: Class 17 contains 8922 members 
Mstep: Class 18 contains 567 members 
Mstep: Class 19 contains 1532 members 
Mstep: Class 20 contains 8159 members 
Entering Unmasked Estep 
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Iteration 172Q: 21 clusters Score -2.134125e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 63721 members 
Mstep: Class 4 contains 6580 members 
Mstep: Class 5 contains 1201 members 
Mstep: Class 6 contains 3788 members 
Mstep: Class 7 contains 6758 members 
Mstep: Class 8 contains 19435 members 
Mstep: Class 9 contains 9374 members 
Mstep: Class 10 contains 89595 members 
Mstep: Class 11 contains 59290 members 
Mstep: Class 12 contains 2020 members 
Mstep: Class 13 contains 4731 members 
Mstep: Class 14 contains 11750 members 
Mstep: Class 15 contains 3628 members 
Mstep: Class 16 contains 34107 members 
Mstep: Class 17 contains 8892 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 1532 members 
Mstep: Class 20 contains 8179 members 
Entering Unmasked Estep 
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Iteration 173Q: 21 clusters Score -2.134136e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 63512 members 
Mstep: Class 4 contains 6577 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 6758 members 
Mstep: Class 8 contains 19424 members 
Mstep: Class 9 contains 9367 members 
Mstep: Class 10 contains 89458 members 
Mstep: Class 11 contains 59306 members 
Mstep: Class 12 contains 2020 members 
Mstep: Class 13 contains 4737 members 
Mstep: Class 14 contains 11757 members 
Mstep: Class 15 contains 3631 members 
Mstep: Class 16 contains 34495 members 
Mstep: Class 17 contains 8856 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 1532 members 
Mstep: Class 20 contains 8200 members 
Entering Unmasked Estep 
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Iteration 174Q: 21 clusters Score -2.134145e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 6923 members 
Mstep: Class 3 contains 63288 members 
Mstep: Class 4 contains 6577 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 6 contains 3773 members 
Mstep: Class 7 contains 6760 members 
Mstep: Class 8 contains 19410 members 
Mstep: Class 9 contains 9366 members 
Mstep: Class 10 contains 89305 members 
Mstep: Class 11 contains 59330 members 
Mstep: Class 12 contains 2020 members 
Mstep: Class 13 contains 4737 members 
Mstep: Class 14 contains 11765 members 
Mstep: Class 15 contains 3630 members 
Mstep: Class 16 contains 34886 members 
Mstep: Class 17 contains 8828 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 1532 members 
Mstep: Class 20 contains 8225 members 
Entering Unmasked Estep 
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Iteration 175Q: 21 clusters Score -2.134154e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 63108 members 
Mstep: Class 4 contains 6582 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 6 contains 3767 members 
Mstep: Class 7 contains 6760 members 
Mstep: Class 8 contains 19374 members 
Mstep: Class 9 contains 9341 members 
Mstep: Class 10 contains 89178 members 
Mstep: Class 11 contains 59342 members 
Mstep: Class 12 contains 2020 members 
Mstep: Class 13 contains 4734 members 
Mstep: Class 14 contains 11774 members 
Mstep: Class 15 contains 3626 members 
Mstep: Class 16 contains 35265 members 
Mstep: Class 17 contains 8804 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 1532 members 
Mstep: Class 20 contains 8255 members 
Entering Unmasked Estep 
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Iteration 176Q: 21 clusters Score -2.134169e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 6946 members 
Mstep: Class 3 contains 62888 members 
Mstep: Class 4 contains 6590 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 6 contains 3761 members 
Mstep: Class 7 contains 6759 members 
Mstep: Class 8 contains 19332 members 
Mstep: Class 9 contains 9321 members 
Mstep: Class 10 contains 89083 members 
Mstep: Class 11 contains 59351 members 
Mstep: Class 12 contains 2020 members 
Mstep: Class 13 contains 4729 members 
Mstep: Class 14 contains 11783 members 
Mstep: Class 15 contains 3622 members 
Mstep: Class 16 contains 35659 members 
Mstep: Class 17 contains 8787 members 
Mstep: Class 18 contains 527 members 
Mstep: Class 19 contains 1530 members 
Mstep: Class 20 contains 8282 members 
Entering Unmasked Estep 
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Iteration 177Q: 21 clusters Score -2.134184e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 6957 members 
Mstep: Class 3 contains 62671 members 
Mstep: Class 4 contains 6605 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 6 contains 3758 members 
Mstep: Class 7 contains 6765 members 
Mstep: Class 8 contains 19294 members 
Mstep: Class 9 contains 9300 members 
Mstep: Class 10 contains 88982 members 
Mstep: Class 11 contains 59326 members 
Mstep: Class 12 contains 2020 members 
Mstep: Class 13 contains 4727 members 
Mstep: Class 14 contains 11786 members 
Mstep: Class 15 contains 3622 members 
Mstep: Class 16 contains 36074 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 519 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8310 members 
Entering Unmasked Estep 
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Iteration 178Q: 21 clusters Score -2.134195e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 62470 members 
Mstep: Class 4 contains 6618 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 6 contains 3757 members 
Mstep: Class 7 contains 6770 members 
Mstep: Class 8 contains 19232 members 
Mstep: Class 9 contains 9278 members 
Mstep: Class 10 contains 88877 members 
Mstep: Class 11 contains 59309 members 
Mstep: Class 12 contains 2020 members 
Mstep: Class 13 contains 4733 members 
Mstep: Class 14 contains 11786 members 
Mstep: Class 15 contains 3617 members 
Mstep: Class 16 contains 36503 members 
Mstep: Class 17 contains 8749 members 
Mstep: Class 18 contains 512 members 
Mstep: Class 19 contains 1525 members 
Mstep: Class 20 contains 8332 members 
Entering Unmasked Estep 
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Iteration 179Q: 21 clusters Score -2.134199e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 6983 members 
Mstep: Class 3 contains 62262 members 
Mstep: Class 4 contains 6623 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 6 contains 3753 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 19174 members 
Mstep: Class 9 contains 9250 members 
Mstep: Class 10 contains 88754 members 
Mstep: Class 11 contains 59319 members 
Mstep: Class 12 contains 2020 members 
Mstep: Class 13 contains 4740 members 
Mstep: Class 14 contains 11792 members 
Mstep: Class 15 contains 3619 members 
Mstep: Class 16 contains 36906 members 
Mstep: Class 17 contains 8736 members 
Mstep: Class 18 contains 505 members 
Mstep: Class 19 contains 1525 members 
Mstep: Class 20 contains 8350 members 
Entering Unmasked Estep 
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Iteration 180F: 21 clusters Score -2.134203e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 7008 members 
Mstep: Class 3 contains 62067 members 
Mstep: Class 4 contains 6629 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 6 contains 3745 members 
Mstep: Class 7 contains 6767 members 
Mstep: Class 8 contains 19108 members 
Mstep: Class 9 contains 9233 members 
Mstep: Class 10 contains 88610 members 
Mstep: Class 11 contains 59342 members 
Mstep: Class 12 contains 2020 members 
Mstep: Class 13 contains 4737 members 
Mstep: Class 14 contains 11799 members 
Mstep: Class 15 contains 3622 members 
Mstep: Class 16 contains 37304 members 
Mstep: Class 17 contains 8722 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 1525 members 
Mstep: Class 20 contains 8371 members 
Entering Unmasked Estep 
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Iteration 181Q: 21 clusters Score -2.134206e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 7028 members 
Mstep: Class 3 contains 61896 members 
Mstep: Class 4 contains 6637 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 6 contains 3738 members 
Mstep: Class 7 contains 6764 members 
Mstep: Class 8 contains 19055 members 
Mstep: Class 9 contains 9216 members 
Mstep: Class 10 contains 88489 members 
Mstep: Class 11 contains 59356 members 
Mstep: Class 12 contains 2020 members 
Mstep: Class 13 contains 4741 members 
Mstep: Class 14 contains 11804 members 
Mstep: Class 15 contains 3620 members 
Mstep: Class 16 contains 37658 members 
Mstep: Class 17 contains 8705 members 
Mstep: Class 18 contains 498 members 
Mstep: Class 19 contains 1524 members 
Mstep: Class 20 contains 8393 members 
Entering Unmasked Estep 
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Iteration 182Q: 21 clusters Score -2.134219e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 7058 members 
Mstep: Class 3 contains 61758 members 
Mstep: Class 4 contains 6657 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 6 contains 3730 members 
Mstep: Class 7 contains 6763 members 
Mstep: Class 8 contains 18989 members 
Mstep: Class 9 contains 9197 members 
Mstep: Class 10 contains 88351 members 
Mstep: Class 11 contains 59376 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 4736 members 
Mstep: Class 14 contains 11812 members 
Mstep: Class 15 contains 3628 members 
Mstep: Class 16 contains 37981 members 
Mstep: Class 17 contains 8692 members 
Mstep: Class 18 contains 493 members 
Mstep: Class 19 contains 1524 members 
Mstep: Class 20 contains 8412 members 
Entering Unmasked Estep 
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Iteration 183Q: 21 clusters Score -2.13422e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 7080 members 
Mstep: Class 3 contains 61638 members 
Mstep: Class 4 contains 6663 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 6 contains 3720 members 
Mstep: Class 7 contains 6763 members 
Mstep: Class 8 contains 18937 members 
Mstep: Class 9 contains 9176 members 
Mstep: Class 10 contains 88241 members 
Mstep: Class 11 contains 59386 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 4727 members 
Mstep: Class 14 contains 11817 members 
Mstep: Class 15 contains 3641 members 
Mstep: Class 16 contains 38267 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 489 members 
Mstep: Class 19 contains 1524 members 
Mstep: Class 20 contains 8436 members 
Entering Unmasked Estep 
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Iteration 184Q: 21 clusters Score -2.134223e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 7099 members 
Mstep: Class 3 contains 61532 members 
Mstep: Class 4 contains 6677 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 6 contains 3713 members 
Mstep: Class 7 contains 6759 members 
Mstep: Class 8 contains 18870 members 
Mstep: Class 9 contains 9161 members 
Mstep: Class 10 contains 88138 members 
Mstep: Class 11 contains 59381 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 4726 members 
Mstep: Class 14 contains 11821 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 38549 members 
Mstep: Class 17 contains 8674 members 
Mstep: Class 18 contains 487 members 
Mstep: Class 19 contains 1523 members 
Mstep: Class 20 contains 8452 members 
Entering Unmasked Estep 
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Iteration 185Q: 21 clusters Score -2.134227e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 7115 members 
Mstep: Class 3 contains 61438 members 
Mstep: Class 4 contains 6686 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 6 contains 3711 members 
Mstep: Class 7 contains 6757 members 
Mstep: Class 8 contains 18811 members 
Mstep: Class 9 contains 9146 members 
Mstep: Class 10 contains 88064 members 
Mstep: Class 11 contains 59374 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 4725 members 
Mstep: Class 14 contains 11818 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 38798 members 
Mstep: Class 17 contains 8660 members 
Mstep: Class 18 contains 487 members 
Mstep: Class 19 contains 1523 members 
Mstep: Class 20 contains 8468 members 
Entering Unmasked Estep 
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Iteration 186Q: 21 clusters Score -2.134225e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 7129 members 
Mstep: Class 3 contains 61369 members 
Mstep: Class 4 contains 6687 members 
Mstep: Class 5 contains 1204 members 
Mstep: Class 6 contains 3713 members 
Mstep: Class 7 contains 6758 members 
Mstep: Class 8 contains 18751 members 
Mstep: Class 9 contains 9132 members 
Mstep: Class 10 contains 87998 members 
Mstep: Class 11 contains 59355 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 11823 members 
Mstep: Class 15 contains 3660 members 
Mstep: Class 16 contains 39010 members 
Mstep: Class 17 contains 8648 members 
Mstep: Class 18 contains 487 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 8485 members 
Entering Unmasked Estep 
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Iteration 187Q: 21 clusters Score -2.13423e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 7146 members 
Mstep: Class 3 contains 61313 members 
Mstep: Class 4 contains 6697 members 
Mstep: Class 5 contains 1204 members 
Mstep: Class 6 contains 3713 members 
Mstep: Class 7 contains 6758 members 
Mstep: Class 8 contains 18686 members 
Mstep: Class 9 contains 9115 members 
Mstep: Class 10 contains 87946 members 
Mstep: Class 11 contains 59339 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 11824 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 39196 members 
Mstep: Class 17 contains 8638 members 
Mstep: Class 18 contains 487 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 20 contains 8496 members 
Entering Unmasked Estep 
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Iteration 188Q: 21 clusters Score -2.134233e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 7163 members 
Mstep: Class 3 contains 61247 members 
Mstep: Class 4 contains 6711 members 
Mstep: Class 5 contains 1204 members 
Mstep: Class 6 contains 3712 members 
Mstep: Class 7 contains 6758 members 
Mstep: Class 8 contains 18627 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 87873 members 
Mstep: Class 11 contains 59323 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 4727 members 
Mstep: Class 14 contains 11829 members 
Mstep: Class 15 contains 3683 members 
Mstep: Class 16 contains 39388 members 
Mstep: Class 17 contains 8632 members 
Mstep: Class 18 contains 487 members 
Mstep: Class 19 contains 1518 members 
Mstep: Class 20 contains 8512 members 
Entering Unmasked Estep 
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Iteration 189Q: 21 clusters Score -2.134231e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 7179 members 
Mstep: Class 3 contains 61193 members 
Mstep: Class 4 contains 6717 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 6 contains 3708 members 
Mstep: Class 7 contains 6759 members 
Mstep: Class 8 contains 18565 members 
Mstep: Class 9 contains 9080 members 
Mstep: Class 10 contains 87808 members 
Mstep: Class 11 contains 59303 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 11831 members 
Mstep: Class 15 contains 3691 members 
Mstep: Class 16 contains 39587 members 
Mstep: Class 17 contains 8630 members 
Mstep: Class 18 contains 487 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 8528 members 
Entering Unmasked Estep 
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Iteration 190Q: 21 clusters Score -2.13423e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 7193 members 
Mstep: Class 3 contains 61140 members 
Mstep: Class 4 contains 6727 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 6 contains 3706 members 
Mstep: Class 7 contains 6759 members 
Mstep: Class 8 contains 18500 members 
Mstep: Class 9 contains 9057 members 
Mstep: Class 10 contains 87744 members 
Mstep: Class 11 contains 59293 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 11836 members 
Mstep: Class 15 contains 3692 members 
Mstep: Class 16 contains 39777 members 
Mstep: Class 17 contains 8626 members 
Mstep: Class 18 contains 486 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 8545 members 
Entering Unmasked Estep 
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Iteration 191Q: 21 clusters Score -2.134234e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 7207 members 
Mstep: Class 3 contains 61112 members 
Mstep: Class 4 contains 6738 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 6 contains 3700 members 
Mstep: Class 7 contains 6759 members 
Mstep: Class 8 contains 18450 members 
Mstep: Class 9 contains 9028 members 
Mstep: Class 10 contains 87693 members 
Mstep: Class 11 contains 59284 members 
Mstep: Class 12 contains 2020 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 11837 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 39928 members 
Mstep: Class 17 contains 8621 members 
Mstep: Class 18 contains 485 members 
Mstep: Class 19 contains 1517 members 
Mstep: Class 20 contains 8558 members 
Entering Unmasked Estep 
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Iteration 192Q: 21 clusters Score -2.134245e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 7217 members 
Mstep: Class 3 contains 61082 members 
Mstep: Class 4 contains 6751 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 6 contains 3697 members 
Mstep: Class 7 contains 6760 members 
Mstep: Class 8 contains 18409 members 
Mstep: Class 9 contains 9005 members 
Mstep: Class 10 contains 87653 members 
Mstep: Class 11 contains 59262 members 
Mstep: Class 12 contains 2021 members 
Mstep: Class 13 contains 4730 members 
Mstep: Class 14 contains 11837 members 
Mstep: Class 15 contains 3713 members 
Mstep: Class 16 contains 40071 members 
Mstep: Class 17 contains 8620 members 
Mstep: Class 18 contains 484 members 
Mstep: Class 19 contains 1517 members 
Mstep: Class 20 contains 8572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342454.000000 Penalty: 41578.109375
Iteration 193Q: 21 clusters Score -2.134245e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 7222 members 
Mstep: Class 3 contains 61046 members 
Mstep: Class 4 contains 6764 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 6 contains 3696 members 
Mstep: Class 7 contains 6760 members 
Mstep: Class 8 contains 18358 members 
Mstep: Class 9 contains 8994 members 
Mstep: Class 10 contains 87618 members 
Mstep: Class 11 contains 59242 members 
Mstep: Class 12 contains 2022 members 
Mstep: Class 13 contains 4734 members 
Mstep: Class 14 contains 11833 members 
Mstep: Class 15 contains 3724 members 
Mstep: Class 16 contains 40206 members 
Mstep: Class 17 contains 8621 members 
Mstep: Class 18 contains 481 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 8582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342484.000000 Penalty: 41578.109375
Iteration 194Q: 21 clusters Score -2.134248e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 7232 members 
Mstep: Class 3 contains 61009 members 
Mstep: Class 4 contains 6771 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 6 contains 3693 members 
Mstep: Class 7 contains 6758 members 
Mstep: Class 8 contains 18313 members 
Mstep: Class 9 contains 8982 members 
Mstep: Class 10 contains 87569 members 
Mstep: Class 11 contains 59243 members 
Mstep: Class 12 contains 2022 members 
Mstep: Class 13 contains 4741 members 
Mstep: Class 14 contains 11836 members 
Mstep: Class 15 contains 3730 members 
Mstep: Class 16 contains 40332 members 
Mstep: Class 17 contains 8617 members 
Mstep: Class 18 contains 481 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 8590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342462.000000 Penalty: 41578.109375
Iteration 195Q: 21 clusters Score -2.134246e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 7240 members 
Mstep: Class 3 contains 60972 members 
Mstep: Class 4 contains 6777 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 6 contains 3691 members 
Mstep: Class 7 contains 6755 members 
Mstep: Class 8 contains 18271 members 
Mstep: Class 9 contains 8968 members 
Mstep: Class 10 contains 87530 members 
Mstep: Class 11 contains 59251 members 
Mstep: Class 12 contains 2022 members 
Mstep: Class 13 contains 4743 members 
Mstep: Class 14 contains 11837 members 
Mstep: Class 15 contains 3740 members 
Mstep: Class 16 contains 40445 members 
Mstep: Class 17 contains 8614 members 
Mstep: Class 18 contains 481 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 8599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342500.000000 Penalty: 41578.109375
Iteration 196Q: 21 clusters Score -2.13425e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 60951 members 
Mstep: Class 4 contains 6790 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 6 contains 3684 members 
Mstep: Class 7 contains 6753 members 
Mstep: Class 8 contains 18239 members 
Mstep: Class 9 contains 8952 members 
Mstep: Class 10 contains 87475 members 
Mstep: Class 11 contains 59263 members 
Mstep: Class 12 contains 2022 members 
Mstep: Class 13 contains 4743 members 
Mstep: Class 14 contains 11836 members 
Mstep: Class 15 contains 3756 members 
Mstep: Class 16 contains 40528 members 
Mstep: Class 17 contains 8610 members 
Mstep: Class 18 contains 481 members 
Mstep: Class 19 contains 1513 members 
Mstep: Class 20 contains 8614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342476.000000 Penalty: 41578.109375
Iteration 197Q: 21 clusters Score -2.134248e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 7248 members 
Mstep: Class 3 contains 60934 members 
Mstep: Class 4 contains 6803 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 6 contains 3682 members 
Mstep: Class 7 contains 6753 members 
Mstep: Class 8 contains 18209 members 
Mstep: Class 9 contains 8929 members 
Mstep: Class 10 contains 87444 members 
Mstep: Class 11 contains 59261 members 
Mstep: Class 12 contains 2022 members 
Mstep: Class 13 contains 4745 members 
Mstep: Class 14 contains 11829 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 16 contains 40604 members 
Mstep: Class 17 contains 8609 members 
Mstep: Class 18 contains 480 members 
Mstep: Class 19 contains 1512 members 
Mstep: Class 20 contains 8625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342520.000000 Penalty: 41578.109375
Iteration 198Q: 21 clusters Score -2.134252e+07 nChanged 245
Entering ConstructFrom: 
Score: -21342520.000000 Penalty: 41578.109375
Entering ConstructFrom: 
Trying to split cluster 1 (17098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Entering Unmasked Estep 
Score: -1013656.375000 Penalty: 1583.841431
	Iteration 0F: 2 clusters Score -1013656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1001944.437500 Penalty: 3167.682861
	Iteration 0F: 3 clusters Score -1001944 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1006210.687500 Penalty: 3167.682861
	Iteration 1F: 3 clusters Score -1006211 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1006972.000000 Penalty: 3167.682861
	Iteration 2F: 3 clusters Score -1006972 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1007974.562500 Penalty: 3167.682861
	Iteration 3F: 3 clusters Score -1007975 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1008993.312500 Penalty: 3167.682861
	Iteration 4F: 3 clusters Score -1008993 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1009748.562500 Penalty: 3167.682861
	Iteration 5F: 3 clusters Score -1009749 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1010381.562500 Penalty: 3167.682861
	Iteration 6F: 3 clusters Score -1010382 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1011044.500000 Penalty: 3167.682861
	Iteration 7F: 3 clusters Score -1011044 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1011690.312500 Penalty: 3167.682861
	Iteration 8Q: 3 clusters Score -1011690 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1012177.625000 Penalty: 3167.682861
	Iteration 9Q: 3 clusters Score -1012178 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1012459.750000 Penalty: 3167.682861
	Iteration 10Q: 3 clusters Score -1012460 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1012599.437500 Penalty: 3167.682861
	Iteration 11Q: 3 clusters Score -1012599 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1012668.750000 Penalty: 3167.682861
	Iteration 12Q: 3 clusters Score -1012669 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1012703.437500 Penalty: 3167.682861
	Iteration 13Q: 3 clusters Score -1012703 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1012727.000000 Penalty: 3167.682861
	Iteration 14Q: 3 clusters Score -1012727 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1012748.250000 Penalty: 3167.682861
	Iteration 15Q: 3 clusters Score -1012748 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1012758.437500 Penalty: 3167.682861
	Iteration 16Q: 3 clusters Score -1012758 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1012765.812500 Penalty: 3167.682861
	Iteration 17Q: 3 clusters Score -1012766 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1012772.687500 Penalty: 3167.682861
	Iteration 18Q: 3 clusters Score -1012773 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1012783.125000 Penalty: 3167.682861
	Iteration 19Q: 3 clusters Score -1012783 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1012788.437500 Penalty: 3167.682861
	Iteration 20F: 3 clusters Score -1012788 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1012787.687500 Penalty: 3167.682861
	Iteration 21Q: 3 clusters Score -1012788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1012793.500000 Penalty: 3167.682861
	Iteration 22Q: 3 clusters Score -1012794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1012792.625000 Penalty: 3167.682861
	Iteration 23Q: 3 clusters Score -1012793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1012793.812500 Penalty: 3167.682861
	Iteration 24Q: 3 clusters Score -1012794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1012794.625000 Penalty: 3167.682861
	Iteration 25Q: 3 clusters Score -1012795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1012795.187500 Penalty: 3167.682861
	Iteration 26Q: 3 clusters Score -1012795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1012795.000000 Penalty: 3167.682861
	Iteration 27Q: 3 clusters Score -1012795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1012793.750000 Penalty: 3167.682861
	Iteration 28Q: 3 clusters Score -1012794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1012794.250000 Penalty: 3167.682861
	Iteration 29Q: 3 clusters Score -1012794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1012792.937500 Penalty: 3167.682861
	Iteration 30Q: 3 clusters Score -1012793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1012793.437500 Penalty: 3167.682861
	Iteration 31Q: 3 clusters Score -1012793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1012796.062500 Penalty: 3167.682861
	Iteration 32Q: 3 clusters Score -1012796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1012794.437500 Penalty: 3167.682861
	Iteration 33Q: 3 clusters Score -1012794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1012795.125000 Penalty: 3167.682861
	Iteration 34Q: 3 clusters Score -1012795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1012794.625000 Penalty: 3167.682861
	Iteration 35Q: 3 clusters Score -1012795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1012794.625000 Penalty: 3167.682861
	Iteration 36F: 3 clusters Score -1012795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Entering Unmasked Estep 
Score: -445239.062500 Penalty: 1444.512573
	Iteration 0F: 2 clusters Score -445239.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -439793.125000 Penalty: 2889.025146
	Iteration 0F: 3 clusters Score -439793.1 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -441434.593750 Penalty: 2889.025146
	Iteration 1F: 3 clusters Score -441434.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -441662.343750 Penalty: 2889.025146
	Iteration 2F: 3 clusters Score -441662.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -441870.750000 Penalty: 2889.025146
	Iteration 3F: 3 clusters Score -441870.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -442043.093750 Penalty: 2889.025146
	Iteration 4Q: 3 clusters Score -442043.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -442218.656250 Penalty: 2889.025146
	Iteration 5Q: 3 clusters Score -442218.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -442381.343750 Penalty: 2889.025146
	Iteration 6Q: 3 clusters Score -442381.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -442549.343750 Penalty: 2889.025146
	Iteration 7Q: 3 clusters Score -442549.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -442695.093750 Penalty: 2889.025146
	Iteration 8Q: 3 clusters Score -442695.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -442822.281250 Penalty: 2889.025146
	Iteration 9Q: 3 clusters Score -442822.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -442948.625000 Penalty: 2889.025146
	Iteration 10Q: 3 clusters Score -442948.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -443060.187500 Penalty: 2889.025146
	Iteration 11Q: 3 clusters Score -443060.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -443161.031250 Penalty: 2889.025146
	Iteration 12Q: 3 clusters Score -443161 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -443270.593750 Penalty: 2889.025146
	Iteration 13Q: 3 clusters Score -443270.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -443354.906250 Penalty: 2889.025146
	Iteration 14Q: 3 clusters Score -443354.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -443420.843750 Penalty: 2889.025146
	Iteration 15Q: 3 clusters Score -443420.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -443477.093750 Penalty: 2889.025146
	Iteration 16Q: 3 clusters Score -443477.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -443525.593750 Penalty: 2889.025146
	Iteration 17Q: 3 clusters Score -443525.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -443558.968750 Penalty: 2889.025146
	Iteration 18Q: 3 clusters Score -443559 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -443588.531250 Penalty: 2889.025146
	Iteration 19Q: 3 clusters Score -443588.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -443616.968750 Penalty: 2889.025146
	Iteration 20F: 3 clusters Score -443617 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -443641.250000 Penalty: 2889.025146
	Iteration 21Q: 3 clusters Score -443641.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -443657.875000 Penalty: 2889.025146
	Iteration 22Q: 3 clusters Score -443657.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -443675.750000 Penalty: 2889.025146
	Iteration 23Q: 3 clusters Score -443675.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -443696.156250 Penalty: 2889.025146
	Iteration 24Q: 3 clusters Score -443696.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -443710.875000 Penalty: 2889.025146
	Iteration 25Q: 3 clusters Score -443710.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -443724.125000 Penalty: 2889.025146
	Iteration 26Q: 3 clusters Score -443724.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -443736.250000 Penalty: 2889.025146
	Iteration 27Q: 3 clusters Score -443736.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -443746.875000 Penalty: 2889.025146
	Iteration 28Q: 3 clusters Score -443746.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -443754.562500 Penalty: 2889.025146
	Iteration 29Q: 3 clusters Score -443754.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -443762.156250 Penalty: 2889.025146
	Iteration 30Q: 3 clusters Score -443762.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -443772.500000 Penalty: 2889.025146
	Iteration 31Q: 3 clusters Score -443772.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -443780.562500 Penalty: 2889.025146
	Iteration 32Q: 3 clusters Score -443780.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -443788.875000 Penalty: 2889.025146
	Iteration 33Q: 3 clusters Score -443788.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -443798.281250 Penalty: 2889.025146
	Iteration 34Q: 3 clusters Score -443798.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -443807.156250 Penalty: 2889.025146
	Iteration 35Q: 3 clusters Score -443807.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -443816.156250 Penalty: 2889.025146
	Iteration 36Q: 3 clusters Score -443816.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -443823.343750 Penalty: 2889.025146
	Iteration 37Q: 3 clusters Score -443823.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -443829.875000 Penalty: 2889.025146
	Iteration 38Q: 3 clusters Score -443829.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -443836.687500 Penalty: 2889.025146
	Iteration 39Q: 3 clusters Score -443836.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -443842.687500 Penalty: 2889.025146
	Iteration 40F: 3 clusters Score -443842.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -443846.656250 Penalty: 2889.025146
	Iteration 41Q: 3 clusters Score -443846.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -443850.093750 Penalty: 2889.025146
	Iteration 42Q: 3 clusters Score -443850.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -443854.687500 Penalty: 2889.025146
	Iteration 43Q: 3 clusters Score -443854.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -443859.218750 Penalty: 2889.025146
	Iteration 44Q: 3 clusters Score -443859.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -443865.750000 Penalty: 2889.025146
	Iteration 45Q: 3 clusters Score -443865.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -443871.125000 Penalty: 2889.025146
	Iteration 46Q: 3 clusters Score -443871.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -443875.593750 Penalty: 2889.025146
	Iteration 47Q: 3 clusters Score -443875.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -443882.187500 Penalty: 2889.025146
	Iteration 48Q: 3 clusters Score -443882.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -443885.000000 Penalty: 2889.025146
	Iteration 49Q: 3 clusters Score -443885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -443888.687500 Penalty: 2889.025146
	Iteration 50Q: 3 clusters Score -443888.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -443890.656250 Penalty: 2889.025146
	Iteration 51Q: 3 clusters Score -443890.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -443890.937500 Penalty: 2889.025146
	Iteration 52Q: 3 clusters Score -443890.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -443892.500000 Penalty: 2889.025146
	Iteration 53Q: 3 clusters Score -443892.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -443893.750000 Penalty: 2889.025146
	Iteration 54Q: 3 clusters Score -443893.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -443895.125000 Penalty: 2889.025146
	Iteration 55Q: 3 clusters Score -443895.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -443898.531250 Penalty: 2889.025146
	Iteration 56Q: 3 clusters Score -443898.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -443900.875000 Penalty: 2889.025146
	Iteration 57Q: 3 clusters Score -443900.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -443903.437500 Penalty: 2889.025146
	Iteration 58Q: 3 clusters Score -443903.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -443906.375000 Penalty: 2889.025146
	Iteration 59Q: 3 clusters Score -443906.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -443908.687500 Penalty: 2889.025146
	Iteration 60F: 3 clusters Score -443908.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -443912.000000 Penalty: 2889.025146
	Iteration 61Q: 3 clusters Score -443912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -443912.968750 Penalty: 2889.025146
	Iteration 62Q: 3 clusters Score -443913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -443914.968750 Penalty: 2889.025146
	Iteration 63Q: 3 clusters Score -443915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -443917.125000 Penalty: 2889.025146
	Iteration 64Q: 3 clusters Score -443917.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -443919.500000 Penalty: 2889.025146
	Iteration 65Q: 3 clusters Score -443919.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -443919.500000 Penalty: 2889.025146
	Iteration 66Q: 3 clusters Score -443919.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -443920.718750 Penalty: 2889.025146
	Iteration 67Q: 3 clusters Score -443920.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -443922.781250 Penalty: 2889.025146
	Iteration 68Q: 3 clusters Score -443922.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -443925.343750 Penalty: 2889.025146
	Iteration 69Q: 3 clusters Score -443925.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -443928.937500 Penalty: 2889.025146
	Iteration 70Q: 3 clusters Score -443928.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -443931.187500 Penalty: 2889.025146
	Iteration 71Q: 3 clusters Score -443931.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -443934.093750 Penalty: 2889.025146
	Iteration 72Q: 3 clusters Score -443934.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -443938.406250 Penalty: 2889.025146
	Iteration 73Q: 3 clusters Score -443938.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -443939.875000 Penalty: 2889.025146
	Iteration 74Q: 3 clusters Score -443939.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -443942.000000 Penalty: 2889.025146
	Iteration 75Q: 3 clusters Score -443942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -443947.093750 Penalty: 2889.025146
	Iteration 76Q: 3 clusters Score -443947.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -443949.562500 Penalty: 2889.025146
	Iteration 77Q: 3 clusters Score -443949.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -443953.437500 Penalty: 2889.025146
	Iteration 78Q: 3 clusters Score -443953.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -443957.625000 Penalty: 2889.025146
	Iteration 79Q: 3 clusters Score -443957.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -443962.625000 Penalty: 2889.025146
	Iteration 80F: 3 clusters Score -443962.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -443968.468750 Penalty: 2889.025146
	Iteration 81Q: 3 clusters Score -443968.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -443972.156250 Penalty: 2889.025146
	Iteration 82Q: 3 clusters Score -443972.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -443974.656250 Penalty: 2889.025146
	Iteration 83Q: 3 clusters Score -443974.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -443976.656250 Penalty: 2889.025146
	Iteration 84Q: 3 clusters Score -443976.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -443977.281250 Penalty: 2889.025146
	Iteration 85Q: 3 clusters Score -443977.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -443977.718750 Penalty: 2889.025146
	Iteration 86Q: 3 clusters Score -443977.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -443977.718750 Penalty: 2889.025146
	Iteration 87F: 3 clusters Score -443977.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (60909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Entering Unmasked Estep 
Score: -3721480.000000 Penalty: 1790.284668
	Iteration 0F: 2 clusters Score -3721480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -3680813.500000 Penalty: 3580.569336
	Iteration 0F: 3 clusters Score -3680814 nChanged 28726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -3697364.750000 Penalty: 3580.569336
	Iteration 1F: 3 clusters Score -3697365 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -3698175.000000 Penalty: 3580.569336
	Iteration 2Q: 3 clusters Score -3698175 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -3699118.500000 Penalty: 3580.569336
	Iteration 3Q: 3 clusters Score -3699118 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -3700172.500000 Penalty: 3580.569336
	Iteration 4Q: 3 clusters Score -3700172 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -3701319.250000 Penalty: 3580.569336
	Iteration 5Q: 3 clusters Score -3701319 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -3702456.250000 Penalty: 3580.569336
	Iteration 6Q: 3 clusters Score -3702456 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -3703900.750000 Penalty: 3580.569336
	Iteration 7Q: 3 clusters Score -3703901 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -3705779.750000 Penalty: 3580.569336
	Iteration 8F: 3 clusters Score -3705780 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -3708240.000000 Penalty: 3580.569336
	Iteration 9F: 3 clusters Score -3708240 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -3710767.250000 Penalty: 3580.569336
	Iteration 10F: 3 clusters Score -3710767 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -3712712.750000 Penalty: 3580.569336
	Iteration 11Q: 3 clusters Score -3712713 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -3713878.250000 Penalty: 3580.569336
	Iteration 12Q: 3 clusters Score -3713878 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -3714779.250000 Penalty: 3580.569336
	Iteration 13Q: 3 clusters Score -3714779 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 51315 members 
Entering Unmasked Estep 
Score: -3715534.250000 Penalty: 3580.569336
	Iteration 14Q: 3 clusters Score -3715534 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -3716222.000000 Penalty: 3580.569336
	Iteration 15Q: 3 clusters Score -3716222 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -3716864.750000 Penalty: 3580.569336
	Iteration 16Q: 3 clusters Score -3716865 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 54781 members 
Entering Unmasked Estep 
Score: -3717532.000000 Penalty: 3580.569336
	Iteration 17Q: 3 clusters Score -3717532 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 55758 members 
Entering Unmasked Estep 
Score: -3718178.500000 Penalty: 3580.569336
	Iteration 18Q: 3 clusters Score -3718178 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 56574 members 
Entering Unmasked Estep 
Score: -3718746.500000 Penalty: 3580.569336
	Iteration 19Q: 3 clusters Score -3718746 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 57280 members 
Entering Unmasked Estep 
Score: -3719262.750000 Penalty: 3580.569336
	Iteration 20F: 3 clusters Score -3719263 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 57858 members 
Entering Unmasked Estep 
Score: -3719669.750000 Penalty: 3580.569336
	Iteration 21Q: 3 clusters Score -3719670 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -3719938.250000 Penalty: 3580.569336
	Iteration 22Q: 3 clusters Score -3719938 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 58552 members 
Entering Unmasked Estep 
Score: -3720104.750000 Penalty: 3580.569336
	Iteration 23Q: 3 clusters Score -3720105 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 58771 members 
Entering Unmasked Estep 
Score: -3720223.750000 Penalty: 3580.569336
	Iteration 24Q: 3 clusters Score -3720224 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 58949 members 
Entering Unmasked Estep 
Score: -3720298.000000 Penalty: 3580.569336
	Iteration 25Q: 3 clusters Score -3720298 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -3720358.750000 Penalty: 3580.569336
	Iteration 26Q: 3 clusters Score -3720359 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 59202 members 
Entering Unmasked Estep 
Score: -3720405.500000 Penalty: 3580.569336
	Iteration 27Q: 3 clusters Score -3720406 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -3720441.250000 Penalty: 3580.569336
	Iteration 28Q: 3 clusters Score -3720441 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 59352 members 
Entering Unmasked Estep 
Score: -3720464.750000 Penalty: 3580.569336
	Iteration 29Q: 3 clusters Score -3720465 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 59402 members 
Entering Unmasked Estep 
Score: -3720475.000000 Penalty: 3580.569336
	Iteration 30Q: 3 clusters Score -3720475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 59452 members 
Entering Unmasked Estep 
Score: -3720491.750000 Penalty: 3580.569336
	Iteration 31Q: 3 clusters Score -3720492 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 59490 members 
Entering Unmasked Estep 
Score: -3720513.500000 Penalty: 3580.569336
	Iteration 32Q: 3 clusters Score -3720514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -3720516.250000 Penalty: 3580.569336
	Iteration 33Q: 3 clusters Score -3720516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 59537 members 
Entering Unmasked Estep 
Score: -3720524.750000 Penalty: 3580.569336
	Iteration 34Q: 3 clusters Score -3720525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 59549 members 
Entering Unmasked Estep 
Score: -3720527.750000 Penalty: 3580.569336
	Iteration 35Q: 3 clusters Score -3720528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 59560 members 
Entering Unmasked Estep 
Score: -3720533.000000 Penalty: 3580.569336
	Iteration 36Q: 3 clusters Score -3720533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 59564 members 
Entering Unmasked Estep 
Score: -3720536.000000 Penalty: 3580.569336
	Iteration 37Q: 3 clusters Score -3720536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 59568 members 
Entering Unmasked Estep 
Score: -3720537.500000 Penalty: 3580.569336
	Iteration 38Q: 3 clusters Score -3720538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 59572 members 
Entering Unmasked Estep 
Score: -3720539.750000 Penalty: 3580.569336
	Iteration 39Q: 3 clusters Score -3720540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 59575 members 
Entering Unmasked Estep 
Score: -3720539.500000 Penalty: 3580.569336
	Iteration 40F: 3 clusters Score -3720540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -3720541.500000 Penalty: 3580.569336
	Iteration 41Q: 3 clusters Score -3720542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -3720541.500000 Penalty: 3580.569336
	Iteration 42F: 3 clusters Score -3720542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Entering Unmasked Estep 
Score: -392516.687500 Penalty: 1434.368286
	Iteration 0F: 2 clusters Score -392516.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -387383.468750 Penalty: 2868.736572
	Iteration 0F: 3 clusters Score -387383.5 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -389137.781250 Penalty: 2868.736572
	Iteration 1F: 3 clusters Score -389137.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -389479.468750 Penalty: 2868.736572
	Iteration 2F: 3 clusters Score -389479.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -389809.281250 Penalty: 2868.736572
	Iteration 3F: 3 clusters Score -389809.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -390125.937500 Penalty: 2868.736572
	Iteration 4F: 3 clusters Score -390125.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -390402.500000 Penalty: 2868.736572
	Iteration 5F: 3 clusters Score -390402.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -390616.093750 Penalty: 2868.736572
	Iteration 6Q: 3 clusters Score -390616.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -390788.312500 Penalty: 2868.736572
	Iteration 7Q: 3 clusters Score -390788.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -390927.187500 Penalty: 2868.736572
	Iteration 8Q: 3 clusters Score -390927.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -391032.875000 Penalty: 2868.736572
	Iteration 9Q: 3 clusters Score -391032.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -391096.906250 Penalty: 2868.736572
	Iteration 10Q: 3 clusters Score -391096.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -391145.000000 Penalty: 2868.736572
	Iteration 11Q: 3 clusters Score -391145 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -391186.843750 Penalty: 2868.736572
	Iteration 12Q: 3 clusters Score -391186.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -391218.093750 Penalty: 2868.736572
	Iteration 13Q: 3 clusters Score -391218.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -391240.000000 Penalty: 2868.736572
	Iteration 14Q: 3 clusters Score -391240 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -391259.937500 Penalty: 2868.736572
	Iteration 15Q: 3 clusters Score -391259.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -391272.781250 Penalty: 2868.736572
	Iteration 16Q: 3 clusters Score -391272.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -391280.375000 Penalty: 2868.736572
	Iteration 17Q: 3 clusters Score -391280.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -391286.968750 Penalty: 2868.736572
	Iteration 18Q: 3 clusters Score -391287 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -391293.437500 Penalty: 2868.736572
	Iteration 19Q: 3 clusters Score -391293.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -391298.937500 Penalty: 2868.736572
	Iteration 20F: 3 clusters Score -391298.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -391304.062500 Penalty: 2868.736572
	Iteration 21Q: 3 clusters Score -391304.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -391308.343750 Penalty: 2868.736572
	Iteration 22Q: 3 clusters Score -391308.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -391314.593750 Penalty: 2868.736572
	Iteration 23Q: 3 clusters Score -391314.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -391319.718750 Penalty: 2868.736572
	Iteration 24Q: 3 clusters Score -391319.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -391322.843750 Penalty: 2868.736572
	Iteration 25Q: 3 clusters Score -391322.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -391325.687500 Penalty: 2868.736572
	Iteration 26Q: 3 clusters Score -391325.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -391328.687500 Penalty: 2868.736572
	Iteration 27Q: 3 clusters Score -391328.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -391331.437500 Penalty: 2868.736572
	Iteration 28Q: 3 clusters Score -391331.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -391334.250000 Penalty: 2868.736572
	Iteration 29Q: 3 clusters Score -391334.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -391337.562500 Penalty: 2868.736572
	Iteration 30Q: 3 clusters Score -391337.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -391339.156250 Penalty: 2868.736572
	Iteration 31Q: 3 clusters Score -391339.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -391342.437500 Penalty: 2868.736572
	Iteration 32Q: 3 clusters Score -391342.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -391347.093750 Penalty: 2868.736572
	Iteration 33Q: 3 clusters Score -391347.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -391352.781250 Penalty: 2868.736572
	Iteration 34Q: 3 clusters Score -391352.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -391358.437500 Penalty: 2868.736572
	Iteration 35Q: 3 clusters Score -391358.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -391365.468750 Penalty: 2868.736572
	Iteration 36Q: 3 clusters Score -391365.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -391371.781250 Penalty: 2868.736572
	Iteration 37Q: 3 clusters Score -391371.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -391377.156250 Penalty: 2868.736572
	Iteration 38Q: 3 clusters Score -391377.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -391383.718750 Penalty: 2868.736572
	Iteration 39Q: 3 clusters Score -391383.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -391394.562500 Penalty: 2868.736572
	Iteration 40F: 3 clusters Score -391394.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -391406.656250 Penalty: 2868.736572
	Iteration 41Q: 3 clusters Score -391406.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -391420.000000 Penalty: 2868.736572
	Iteration 42Q: 3 clusters Score -391420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -391433.812500 Penalty: 2868.736572
	Iteration 43Q: 3 clusters Score -391433.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -391445.812500 Penalty: 2868.736572
	Iteration 44Q: 3 clusters Score -391445.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -391456.187500 Penalty: 2868.736572
	Iteration 45Q: 3 clusters Score -391456.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -391471.125000 Penalty: 2868.736572
	Iteration 46Q: 3 clusters Score -391471.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -391493.312500 Penalty: 2868.736572
	Iteration 47Q: 3 clusters Score -391493.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -391513.375000 Penalty: 2868.736572
	Iteration 48Q: 3 clusters Score -391513.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -391535.093750 Penalty: 2868.736572
	Iteration 49Q: 3 clusters Score -391535.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -391561.875000 Penalty: 2868.736572
	Iteration 50Q: 3 clusters Score -391561.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -391592.156250 Penalty: 2868.736572
	Iteration 51Q: 3 clusters Score -391592.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -391614.062500 Penalty: 2868.736572
	Iteration 52Q: 3 clusters Score -391614.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -391630.843750 Penalty: 2868.736572
	Iteration 53Q: 3 clusters Score -391630.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -391641.218750 Penalty: 2868.736572
	Iteration 54Q: 3 clusters Score -391641.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -391656.375000 Penalty: 2868.736572
	Iteration 55Q: 3 clusters Score -391656.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -391668.781250 Penalty: 2868.736572
	Iteration 56Q: 3 clusters Score -391668.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -391679.281250 Penalty: 2868.736572
	Iteration 57Q: 3 clusters Score -391679.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -391693.562500 Penalty: 2868.736572
	Iteration 58Q: 3 clusters Score -391693.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -391716.343750 Penalty: 2868.736572
	Iteration 59Q: 3 clusters Score -391716.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -391729.062500 Penalty: 2868.736572
	Iteration 60F: 3 clusters Score -391729.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -391735.312500 Penalty: 2868.736572
	Iteration 61Q: 3 clusters Score -391735.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -391738.343750 Penalty: 2868.736572
	Iteration 62Q: 3 clusters Score -391738.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -391740.218750 Penalty: 2868.736572
	Iteration 63Q: 3 clusters Score -391740.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -391743.500000 Penalty: 2868.736572
	Iteration 64Q: 3 clusters Score -391743.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -391745.906250 Penalty: 2868.736572
	Iteration 65Q: 3 clusters Score -391745.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -391747.562500 Penalty: 2868.736572
	Iteration 66Q: 3 clusters Score -391747.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -391749.687500 Penalty: 2868.736572
	Iteration 67Q: 3 clusters Score -391749.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -391754.093750 Penalty: 2868.736572
	Iteration 68Q: 3 clusters Score -391754.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -391757.312500 Penalty: 2868.736572
	Iteration 69Q: 3 clusters Score -391757.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -391761.718750 Penalty: 2868.736572
	Iteration 70Q: 3 clusters Score -391761.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -391765.156250 Penalty: 2868.736572
	Iteration 71Q: 3 clusters Score -391765.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -391769.718750 Penalty: 2868.736572
	Iteration 72Q: 3 clusters Score -391769.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -391772.187500 Penalty: 2868.736572
	Iteration 73Q: 3 clusters Score -391772.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -391774.093750 Penalty: 2868.736572
	Iteration 74Q: 3 clusters Score -391774.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -391776.937500 Penalty: 2868.736572
	Iteration 75Q: 3 clusters Score -391776.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -391777.625000 Penalty: 2868.736572
	Iteration 76Q: 3 clusters Score -391777.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -391780.218750 Penalty: 2868.736572
	Iteration 77Q: 3 clusters Score -391780.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -391783.750000 Penalty: 2868.736572
	Iteration 78Q: 3 clusters Score -391783.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -391786.937500 Penalty: 2868.736572
	Iteration 79Q: 3 clusters Score -391786.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -391790.718750 Penalty: 2868.736572
	Iteration 80F: 3 clusters Score -391790.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -391797.437500 Penalty: 2868.736572
	Iteration 81Q: 3 clusters Score -391797.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -391806.000000 Penalty: 2868.736572
	Iteration 82Q: 3 clusters Score -391806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -391811.968750 Penalty: 2868.736572
	Iteration 83Q: 3 clusters Score -391812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -391817.812500 Penalty: 2868.736572
	Iteration 84Q: 3 clusters Score -391817.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -391830.031250 Penalty: 2868.736572
	Iteration 85Q: 3 clusters Score -391830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -391838.000000 Penalty: 2868.736572
	Iteration 86Q: 3 clusters Score -391838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -391844.531250 Penalty: 2868.736572
	Iteration 87Q: 3 clusters Score -391844.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -391847.343750 Penalty: 2868.736572
	Iteration 88Q: 3 clusters Score -391847.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -391848.968750 Penalty: 2868.736572
	Iteration 89Q: 3 clusters Score -391849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -391852.281250 Penalty: 2868.736572
	Iteration 90Q: 3 clusters Score -391852.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -391853.937500 Penalty: 2868.736572
	Iteration 91Q: 3 clusters Score -391853.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -391855.718750 Penalty: 2868.736572
	Iteration 92Q: 3 clusters Score -391855.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -391856.156250 Penalty: 2868.736572
	Iteration 93Q: 3 clusters Score -391856.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -391856.156250 Penalty: 2868.736572
	Iteration 94F: 3 clusters Score -391856.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Entering Unmasked Estep 
Score: -74134.335938 Penalty: 1152.813232
	Iteration 0F: 2 clusters Score -74134.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -72562.617188 Penalty: 2305.626465
	Iteration 0F: 3 clusters Score -72562.62 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -72843.929688 Penalty: 2305.626465
	Iteration 1F: 3 clusters Score -72843.93 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -72907.429688 Penalty: 2305.626465
	Iteration 2F: 3 clusters Score -72907.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -72945.515625 Penalty: 2305.626465
	Iteration 3Q: 3 clusters Score -72945.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -72959.101562 Penalty: 2305.626465
	Iteration 4Q: 3 clusters Score -72959.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -72971.296875 Penalty: 2305.626465
	Iteration 5Q: 3 clusters Score -72971.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -72976.875000 Penalty: 2305.626465
	Iteration 6Q: 3 clusters Score -72976.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -72981.546875 Penalty: 2305.626465
	Iteration 7Q: 3 clusters Score -72981.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -72986.453125 Penalty: 2305.626465
	Iteration 8Q: 3 clusters Score -72986.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -72989.273438 Penalty: 2305.626465
	Iteration 9Q: 3 clusters Score -72989.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -72990.453125 Penalty: 2305.626465
	Iteration 10Q: 3 clusters Score -72990.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -72991.562500 Penalty: 2305.626465
	Iteration 11Q: 3 clusters Score -72991.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -72992.992188 Penalty: 2305.626465
	Iteration 12Q: 3 clusters Score -72992.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -72994.031250 Penalty: 2305.626465
	Iteration 13Q: 3 clusters Score -72994.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -72996.078125 Penalty: 2305.626465
	Iteration 14Q: 3 clusters Score -72996.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -72997.148438 Penalty: 2305.626465
	Iteration 15Q: 3 clusters Score -72997.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -72997.148438 Penalty: 2305.626465
	Iteration 16F: 3 clusters Score -72997.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Entering Unmasked Estep 
Score: -212758.296875 Penalty: 1334.410156
	Iteration 0F: 2 clusters Score -212758.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -209639.484375 Penalty: 2668.820312
	Iteration 0F: 3 clusters Score -209639.5 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -210436.359375 Penalty: 2668.820312
	Iteration 1F: 3 clusters Score -210436.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -210584.546875 Penalty: 2668.820312
	Iteration 2F: 3 clusters Score -210584.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -210686.015625 Penalty: 2668.820312
	Iteration 3Q: 3 clusters Score -210686 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -210785.812500 Penalty: 2668.820312
	Iteration 4Q: 3 clusters Score -210785.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -210877.515625 Penalty: 2668.820312
	Iteration 5Q: 3 clusters Score -210877.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -210954.078125 Penalty: 2668.820312
	Iteration 6Q: 3 clusters Score -210954.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -211044.875000 Penalty: 2668.820312
	Iteration 7Q: 3 clusters Score -211044.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -211140.531250 Penalty: 2668.820312
	Iteration 8Q: 3 clusters Score -211140.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -211259.093750 Penalty: 2668.820312
	Iteration 9Q: 3 clusters Score -211259.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -211377.328125 Penalty: 2668.820312
	Iteration 10Q: 3 clusters Score -211377.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -211503.062500 Penalty: 2668.820312
	Iteration 11Q: 3 clusters Score -211503.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -211612.390625 Penalty: 2668.820312
	Iteration 12Q: 3 clusters Score -211612.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -211733.281250 Penalty: 2668.820312
	Iteration 13Q: 3 clusters Score -211733.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -211888.890625 Penalty: 2668.820312
	Iteration 14Q: 3 clusters Score -211888.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -212056.125000 Penalty: 2668.820312
	Iteration 15Q: 3 clusters Score -212056.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -212206.062500 Penalty: 2668.820312
	Iteration 16Q: 3 clusters Score -212206.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -212305.531250 Penalty: 2668.820312
	Iteration 17Q: 3 clusters Score -212305.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -212358.515625 Penalty: 2668.820312
	Iteration 18Q: 3 clusters Score -212358.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -212376.171875 Penalty: 2668.820312
	Iteration 19Q: 3 clusters Score -212376.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -212390.843750 Penalty: 2668.820312
	Iteration 20F: 3 clusters Score -212390.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -212405.718750 Penalty: 2668.820312
	Iteration 21Q: 3 clusters Score -212405.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -212419.390625 Penalty: 2668.820312
	Iteration 22Q: 3 clusters Score -212419.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -212428.593750 Penalty: 2668.820312
	Iteration 23Q: 3 clusters Score -212428.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -212438.234375 Penalty: 2668.820312
	Iteration 24Q: 3 clusters Score -212438.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -212444.406250 Penalty: 2668.820312
	Iteration 25Q: 3 clusters Score -212444.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -212447.812500 Penalty: 2668.820312
	Iteration 26Q: 3 clusters Score -212447.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -212448.781250 Penalty: 2668.820312
	Iteration 27Q: 3 clusters Score -212448.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -212449.359375 Penalty: 2668.820312
	Iteration 28Q: 3 clusters Score -212449.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -212449.265625 Penalty: 2668.820312
	Iteration 29Q: 3 clusters Score -212449.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -212450.187500 Penalty: 2668.820312
	Iteration 30Q: 3 clusters Score -212450.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -212450.718750 Penalty: 2668.820312
	Iteration 31Q: 3 clusters Score -212450.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -212451.343750 Penalty: 2668.820312
	Iteration 32Q: 3 clusters Score -212451.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -212451.343750 Penalty: 2668.820312
	Iteration 33F: 3 clusters Score -212451.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Entering Unmasked Estep 
Score: -410960.156250 Penalty: 1432.907104
	Iteration 0F: 2 clusters Score -410960.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -405882.125000 Penalty: 2865.814209
	Iteration 0F: 3 clusters Score -405882.1 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -407376.500000 Penalty: 2865.814209
	Iteration 1F: 3 clusters Score -407376.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -407681.937500 Penalty: 2865.814209
	Iteration 2F: 3 clusters Score -407681.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -407950.968750 Penalty: 2865.814209
	Iteration 3F: 3 clusters Score -407951 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -408180.562500 Penalty: 2865.814209
	Iteration 4F: 3 clusters Score -408180.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -408425.312500 Penalty: 2865.814209
	Iteration 5F: 3 clusters Score -408425.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -408666.281250 Penalty: 2865.814209
	Iteration 6F: 3 clusters Score -408666.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -408883.031250 Penalty: 2865.814209
	Iteration 7Q: 3 clusters Score -408883 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -409068.375000 Penalty: 2865.814209
	Iteration 8Q: 3 clusters Score -409068.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -409239.687500 Penalty: 2865.814209
	Iteration 9Q: 3 clusters Score -409239.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -409383.718750 Penalty: 2865.814209
	Iteration 10Q: 3 clusters Score -409383.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -409499.218750 Penalty: 2865.814209
	Iteration 11Q: 3 clusters Score -409499.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -409561.625000 Penalty: 2865.814209
	Iteration 12Q: 3 clusters Score -409561.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -409628.156250 Penalty: 2865.814209
	Iteration 13Q: 3 clusters Score -409628.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -409688.968750 Penalty: 2865.814209
	Iteration 14Q: 3 clusters Score -409689 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -409737.937500 Penalty: 2865.814209
	Iteration 15Q: 3 clusters Score -409737.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -409769.218750 Penalty: 2865.814209
	Iteration 16Q: 3 clusters Score -409769.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -409797.625000 Penalty: 2865.814209
	Iteration 17Q: 3 clusters Score -409797.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -409816.968750 Penalty: 2865.814209
	Iteration 18Q: 3 clusters Score -409817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -409837.250000 Penalty: 2865.814209
	Iteration 19Q: 3 clusters Score -409837.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -409852.968750 Penalty: 2865.814209
	Iteration 20F: 3 clusters Score -409853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -409861.250000 Penalty: 2865.814209
	Iteration 21Q: 3 clusters Score -409861.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -409867.250000 Penalty: 2865.814209
	Iteration 22Q: 3 clusters Score -409867.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -409871.812500 Penalty: 2865.814209
	Iteration 23Q: 3 clusters Score -409871.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -409873.906250 Penalty: 2865.814209
	Iteration 24Q: 3 clusters Score -409873.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -409873.812500 Penalty: 2865.814209
	Iteration 25Q: 3 clusters Score -409873.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -409874.187500 Penalty: 2865.814209
	Iteration 26Q: 3 clusters Score -409874.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -409874.562500 Penalty: 2865.814209
	Iteration 27Q: 3 clusters Score -409874.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -409874.406250 Penalty: 2865.814209
	Iteration 28Q: 3 clusters Score -409874.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -409875.093750 Penalty: 2865.814209
	Iteration 29Q: 3 clusters Score -409875.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -409876.093750 Penalty: 2865.814209
	Iteration 30Q: 3 clusters Score -409876.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -409876.093750 Penalty: 2865.814209
	Iteration 31F: 3 clusters Score -409876.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Entering Unmasked Estep 
Score: -1112837.500000 Penalty: 1593.687378
	Iteration 0F: 2 clusters Score -1112838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1100476.125000 Penalty: 3187.374756
	Iteration 0F: 3 clusters Score -1100476 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1105001.625000 Penalty: 3187.374756
	Iteration 1F: 3 clusters Score -1105002 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1105424.500000 Penalty: 3187.374756
	Iteration 2F: 3 clusters Score -1105424 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1105876.000000 Penalty: 3187.374756
	Iteration 3F: 3 clusters Score -1105876 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1106425.250000 Penalty: 3187.374756
	Iteration 4F: 3 clusters Score -1106425 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1107104.625000 Penalty: 3187.374756
	Iteration 5F: 3 clusters Score -1107105 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1107829.625000 Penalty: 3187.374756
	Iteration 6F: 3 clusters Score -1107830 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1108513.375000 Penalty: 3187.374756
	Iteration 7F: 3 clusters Score -1108513 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1109118.250000 Penalty: 3187.374756
	Iteration 8Q: 3 clusters Score -1109118 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1109568.125000 Penalty: 3187.374756
	Iteration 9Q: 3 clusters Score -1109568 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1109911.875000 Penalty: 3187.374756
	Iteration 10Q: 3 clusters Score -1109912 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1110207.125000 Penalty: 3187.374756
	Iteration 11Q: 3 clusters Score -1110207 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1110453.500000 Penalty: 3187.374756
	Iteration 12Q: 3 clusters Score -1110454 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1110669.250000 Penalty: 3187.374756
	Iteration 13Q: 3 clusters Score -1110669 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1110841.250000 Penalty: 3187.374756
	Iteration 14Q: 3 clusters Score -1110841 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1110968.625000 Penalty: 3187.374756
	Iteration 15Q: 3 clusters Score -1110969 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1111071.875000 Penalty: 3187.374756
	Iteration 16Q: 3 clusters Score -1111072 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1111139.000000 Penalty: 3187.374756
	Iteration 17Q: 3 clusters Score -1111139 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1111190.000000 Penalty: 3187.374756
	Iteration 18Q: 3 clusters Score -1111190 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1111227.000000 Penalty: 3187.374756
	Iteration 19Q: 3 clusters Score -1111227 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1111264.375000 Penalty: 3187.374756
	Iteration 20F: 3 clusters Score -1111264 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1111293.750000 Penalty: 3187.374756
	Iteration 21Q: 3 clusters Score -1111294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1111321.375000 Penalty: 3187.374756
	Iteration 22Q: 3 clusters Score -1111321 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1111351.875000 Penalty: 3187.374756
	Iteration 23Q: 3 clusters Score -1111352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1111373.250000 Penalty: 3187.374756
	Iteration 24Q: 3 clusters Score -1111373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1111391.125000 Penalty: 3187.374756
	Iteration 25Q: 3 clusters Score -1111391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1111402.375000 Penalty: 3187.374756
	Iteration 26Q: 3 clusters Score -1111402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1111404.875000 Penalty: 3187.374756
	Iteration 27Q: 3 clusters Score -1111405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1111411.750000 Penalty: 3187.374756
	Iteration 28Q: 3 clusters Score -1111412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1111415.500000 Penalty: 3187.374756
	Iteration 29Q: 3 clusters Score -1111416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1111416.500000 Penalty: 3187.374756
	Iteration 30Q: 3 clusters Score -1111416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1111419.125000 Penalty: 3187.374756
	Iteration 31Q: 3 clusters Score -1111419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1111421.250000 Penalty: 3187.374756
	Iteration 32Q: 3 clusters Score -1111421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1111423.500000 Penalty: 3187.374756
	Iteration 33Q: 3 clusters Score -1111424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1111427.625000 Penalty: 3187.374756
	Iteration 34Q: 3 clusters Score -1111428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1111436.375000 Penalty: 3187.374756
	Iteration 35Q: 3 clusters Score -1111436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1111438.625000 Penalty: 3187.374756
	Iteration 36Q: 3 clusters Score -1111439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1111443.625000 Penalty: 3187.374756
	Iteration 37Q: 3 clusters Score -1111444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1111447.375000 Penalty: 3187.374756
	Iteration 38Q: 3 clusters Score -1111447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1111453.375000 Penalty: 3187.374756
	Iteration 39Q: 3 clusters Score -1111453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1111459.250000 Penalty: 3187.374756
	Iteration 40F: 3 clusters Score -1111459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1111459.625000 Penalty: 3187.374756
	Iteration 41Q: 3 clusters Score -1111460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1111462.750000 Penalty: 3187.374756
	Iteration 42Q: 3 clusters Score -1111463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1111465.375000 Penalty: 3187.374756
	Iteration 43Q: 3 clusters Score -1111465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1111465.375000 Penalty: 3187.374756
	Iteration 44F: 3 clusters Score -1111465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Entering Unmasked Estep 
Score: -528373.250000 Penalty: 1477.834839
	Iteration 0F: 2 clusters Score -528373.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -521975.000000 Penalty: 2955.669678
	Iteration 0F: 3 clusters Score -521975 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -524230.843750 Penalty: 2955.669678
	Iteration 1F: 3 clusters Score -524230.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -524586.812500 Penalty: 2955.669678
	Iteration 2F: 3 clusters Score -524586.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -524894.875000 Penalty: 2955.669678
	Iteration 3F: 3 clusters Score -524894.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -525187.687500 Penalty: 2955.669678
	Iteration 4F: 3 clusters Score -525187.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -525445.750000 Penalty: 2955.669678
	Iteration 5F: 3 clusters Score -525445.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -525690.125000 Penalty: 2955.669678
	Iteration 6Q: 3 clusters Score -525690.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -525898.750000 Penalty: 2955.669678
	Iteration 7Q: 3 clusters Score -525898.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -526044.000000 Penalty: 2955.669678
	Iteration 8Q: 3 clusters Score -526044 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -526133.562500 Penalty: 2955.669678
	Iteration 9Q: 3 clusters Score -526133.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -526207.500000 Penalty: 2955.669678
	Iteration 10Q: 3 clusters Score -526207.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -526256.937500 Penalty: 2955.669678
	Iteration 11Q: 3 clusters Score -526256.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -526299.125000 Penalty: 2955.669678
	Iteration 12Q: 3 clusters Score -526299.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -526335.437500 Penalty: 2955.669678
	Iteration 13Q: 3 clusters Score -526335.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -526365.375000 Penalty: 2955.669678
	Iteration 14Q: 3 clusters Score -526365.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -526390.500000 Penalty: 2955.669678
	Iteration 15Q: 3 clusters Score -526390.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -526413.125000 Penalty: 2955.669678
	Iteration 16Q: 3 clusters Score -526413.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -526435.437500 Penalty: 2955.669678
	Iteration 17Q: 3 clusters Score -526435.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -526451.437500 Penalty: 2955.669678
	Iteration 18Q: 3 clusters Score -526451.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -526467.937500 Penalty: 2955.669678
	Iteration 19Q: 3 clusters Score -526467.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -526479.750000 Penalty: 2955.669678
	Iteration 20F: 3 clusters Score -526479.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -526491.125000 Penalty: 2955.669678
	Iteration 21Q: 3 clusters Score -526491.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -526507.000000 Penalty: 2955.669678
	Iteration 22Q: 3 clusters Score -526507 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -526519.062500 Penalty: 2955.669678
	Iteration 23Q: 3 clusters Score -526519.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -526539.750000 Penalty: 2955.669678
	Iteration 24Q: 3 clusters Score -526539.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -526558.312500 Penalty: 2955.669678
	Iteration 25Q: 3 clusters Score -526558.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -526581.750000 Penalty: 2955.669678
	Iteration 26Q: 3 clusters Score -526581.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -526610.625000 Penalty: 2955.669678
	Iteration 27Q: 3 clusters Score -526610.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -526644.375000 Penalty: 2955.669678
	Iteration 28Q: 3 clusters Score -526644.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -526676.375000 Penalty: 2955.669678
	Iteration 29Q: 3 clusters Score -526676.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -526714.937500 Penalty: 2955.669678
	Iteration 30Q: 3 clusters Score -526714.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -526766.750000 Penalty: 2955.669678
	Iteration 31Q: 3 clusters Score -526766.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -526826.312500 Penalty: 2955.669678
	Iteration 32Q: 3 clusters Score -526826.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -526871.187500 Penalty: 2955.669678
	Iteration 33Q: 3 clusters Score -526871.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -526902.000000 Penalty: 2955.669678
	Iteration 34Q: 3 clusters Score -526902 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -526929.125000 Penalty: 2955.669678
	Iteration 35Q: 3 clusters Score -526929.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -526952.812500 Penalty: 2955.669678
	Iteration 36Q: 3 clusters Score -526952.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -526977.875000 Penalty: 2955.669678
	Iteration 37Q: 3 clusters Score -526977.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -527009.500000 Penalty: 2955.669678
	Iteration 38Q: 3 clusters Score -527009.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -527041.000000 Penalty: 2955.669678
	Iteration 39Q: 3 clusters Score -527041 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -527078.375000 Penalty: 2955.669678
	Iteration 40F: 3 clusters Score -527078.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -527125.812500 Penalty: 2955.669678
	Iteration 41Q: 3 clusters Score -527125.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -527176.437500 Penalty: 2955.669678
	Iteration 42Q: 3 clusters Score -527176.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -527240.437500 Penalty: 2955.669678
	Iteration 43Q: 3 clusters Score -527240.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -527302.687500 Penalty: 2955.669678
	Iteration 44Q: 3 clusters Score -527302.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -527347.375000 Penalty: 2955.669678
	Iteration 45Q: 3 clusters Score -527347.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -527391.937500 Penalty: 2955.669678
	Iteration 46Q: 3 clusters Score -527391.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -527432.062500 Penalty: 2955.669678
	Iteration 47Q: 3 clusters Score -527432.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -527460.250000 Penalty: 2955.669678
	Iteration 48Q: 3 clusters Score -527460.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -527475.812500 Penalty: 2955.669678
	Iteration 49Q: 3 clusters Score -527475.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -527486.000000 Penalty: 2955.669678
	Iteration 50Q: 3 clusters Score -527486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -527495.250000 Penalty: 2955.669678
	Iteration 51Q: 3 clusters Score -527495.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -527501.687500 Penalty: 2955.669678
	Iteration 52Q: 3 clusters Score -527501.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -527506.437500 Penalty: 2955.669678
	Iteration 53Q: 3 clusters Score -527506.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -527509.812500 Penalty: 2955.669678
	Iteration 54Q: 3 clusters Score -527509.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -527516.375000 Penalty: 2955.669678
	Iteration 55Q: 3 clusters Score -527516.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -527519.437500 Penalty: 2955.669678
	Iteration 56Q: 3 clusters Score -527519.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -527523.937500 Penalty: 2955.669678
	Iteration 57Q: 3 clusters Score -527523.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -527525.750000 Penalty: 2955.669678
	Iteration 58Q: 3 clusters Score -527525.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -527526.062500 Penalty: 2955.669678
	Iteration 59Q: 3 clusters Score -527526.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -527527.312500 Penalty: 2955.669678
	Iteration 60F: 3 clusters Score -527527.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -527529.937500 Penalty: 2955.669678
	Iteration 61Q: 3 clusters Score -527529.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -527529.875000 Penalty: 2955.669678
	Iteration 62Q: 3 clusters Score -527529.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -527530.875000 Penalty: 2955.669678
	Iteration 63Q: 3 clusters Score -527530.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -527531.562500 Penalty: 2955.669678
	Iteration 64Q: 3 clusters Score -527531.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -527531.500000 Penalty: 2955.669678
	Iteration 65Q: 3 clusters Score -527531.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -527531.812500 Penalty: 2955.669678
	Iteration 66Q: 3 clusters Score -527531.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -527533.687500 Penalty: 2955.669678
	Iteration 67Q: 3 clusters Score -527533.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -527534.375000 Penalty: 2955.669678
	Iteration 68Q: 3 clusters Score -527534.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -527536.812500 Penalty: 2955.669678
	Iteration 69Q: 3 clusters Score -527536.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -527539.562500 Penalty: 2955.669678
	Iteration 70Q: 3 clusters Score -527539.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -527543.187500 Penalty: 2955.669678
	Iteration 71Q: 3 clusters Score -527543.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -527544.187500 Penalty: 2955.669678
	Iteration 72Q: 3 clusters Score -527544.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -527547.125000 Penalty: 2955.669678
	Iteration 73Q: 3 clusters Score -527547.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -527549.312500 Penalty: 2955.669678
	Iteration 74Q: 3 clusters Score -527549.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -527549.000000 Penalty: 2955.669678
	Iteration 75Q: 3 clusters Score -527549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -527550.562500 Penalty: 2955.669678
	Iteration 76Q: 3 clusters Score -527550.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -527551.000000 Penalty: 2955.669678
	Iteration 77Q: 3 clusters Score -527551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -527551.125000 Penalty: 2955.669678
	Iteration 78Q: 3 clusters Score -527551.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -527551.125000 Penalty: 2955.669678
	Iteration 79F: 3 clusters Score -527551.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (87430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87430 members 
Entering Unmasked Estep 
Score: -5582300.000000 Penalty: 1849.021484
	Iteration 0F: 2 clusters Score -5582300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -5523911.000000 Penalty: 3698.042969
	Iteration 0F: 3 clusters Score -5523911 nChanged 41673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -5548030.000000 Penalty: 3698.042969
	Iteration 1F: 3 clusters Score -5548030 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -5548822.000000 Penalty: 3698.042969
	Iteration 2Q: 3 clusters Score -5548822 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -5549774.000000 Penalty: 3698.042969
	Iteration 3Q: 3 clusters Score -5549774 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -5550976.000000 Penalty: 3698.042969
	Iteration 4Q: 3 clusters Score -5550976 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -5552567.000000 Penalty: 3698.042969
	Iteration 5Q: 3 clusters Score -5552567 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -5554634.500000 Penalty: 3698.042969
	Iteration 6Q: 3 clusters Score -5554634 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 54345 members 
Entering Unmasked Estep 
Score: -5557315.500000 Penalty: 3698.042969
	Iteration 7F: 3 clusters Score -5557316 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 57709 members 
Entering Unmasked Estep 
Score: -5560604.000000 Penalty: 3698.042969
	Iteration 8F: 3 clusters Score -5560604 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 60997 members 
Entering Unmasked Estep 
Score: -5564138.500000 Penalty: 3698.042969
	Iteration 9F: 3 clusters Score -5564138 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 63872 members 
Entering Unmasked Estep 
Score: -5567153.500000 Penalty: 3698.042969
	Iteration 10Q: 3 clusters Score -5567154 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 66180 members 
Entering Unmasked Estep 
Score: -5569341.500000 Penalty: 3698.042969
	Iteration 11Q: 3 clusters Score -5569342 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 68164 members 
Entering Unmasked Estep 
Score: -5570682.000000 Penalty: 3698.042969
	Iteration 12Q: 3 clusters Score -5570682 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 69991 members 
Entering Unmasked Estep 
Score: -5571625.000000 Penalty: 3698.042969
	Iteration 13Q: 3 clusters Score -5571625 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 71775 members 
Entering Unmasked Estep 
Score: -5572480.000000 Penalty: 3698.042969
	Iteration 14Q: 3 clusters Score -5572480 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 73529 members 
Entering Unmasked Estep 
Score: -5573271.500000 Penalty: 3698.042969
	Iteration 15Q: 3 clusters Score -5573272 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 75228 members 
Entering Unmasked Estep 
Score: -5574115.000000 Penalty: 3698.042969
	Iteration 16Q: 3 clusters Score -5574115 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 76860 members 
Entering Unmasked Estep 
Score: -5574970.500000 Penalty: 3698.042969
	Iteration 17Q: 3 clusters Score -5574970 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 78411 members 
Entering Unmasked Estep 
Score: -5575865.000000 Penalty: 3698.042969
	Iteration 18Q: 3 clusters Score -5575865 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 79865 members 
Entering Unmasked Estep 
Score: -5576740.500000 Penalty: 3698.042969
	Iteration 19Q: 3 clusters Score -5576740 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 81150 members 
Entering Unmasked Estep 
Score: -5577537.500000 Penalty: 3698.042969
	Iteration 20F: 3 clusters Score -5577538 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 82320 members 
Entering Unmasked Estep 
Score: -5578287.500000 Penalty: 3698.042969
	Iteration 21Q: 3 clusters Score -5578288 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 83333 members 
Entering Unmasked Estep 
Score: -5578957.000000 Penalty: 3698.042969
	Iteration 22Q: 3 clusters Score -5578957 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 84148 members 
Entering Unmasked Estep 
Score: -5579478.500000 Penalty: 3698.042969
	Iteration 23Q: 3 clusters Score -5579478 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 84782 members 
Entering Unmasked Estep 
Score: -5579899.500000 Penalty: 3698.042969
	Iteration 24Q: 3 clusters Score -5579900 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 85257 members 
Entering Unmasked Estep 
Score: -5580184.000000 Penalty: 3698.042969
	Iteration 25Q: 3 clusters Score -5580184 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 85613 members 
Entering Unmasked Estep 
Score: -5580345.000000 Penalty: 3698.042969
	Iteration 26Q: 3 clusters Score -5580345 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 85887 members 
Entering Unmasked Estep 
Score: -5580508.000000 Penalty: 3698.042969
	Iteration 27Q: 3 clusters Score -5580508 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 86070 members 
Entering Unmasked Estep 
Score: -5580606.000000 Penalty: 3698.042969
	Iteration 28Q: 3 clusters Score -5580606 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 86224 members 
Entering Unmasked Estep 
Score: -5580679.500000 Penalty: 3698.042969
	Iteration 29Q: 3 clusters Score -5580680 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 86321 members 
Entering Unmasked Estep 
Score: -5580735.500000 Penalty: 3698.042969
	Iteration 30Q: 3 clusters Score -5580736 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 86399 members 
Entering Unmasked Estep 
Score: -5580778.500000 Penalty: 3698.042969
	Iteration 31Q: 3 clusters Score -5580778 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 86458 members 
Entering Unmasked Estep 
Score: -5580810.500000 Penalty: 3698.042969
	Iteration 32Q: 3 clusters Score -5580810 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 86502 members 
Entering Unmasked Estep 
Score: -5580829.500000 Penalty: 3698.042969
	Iteration 33Q: 3 clusters Score -5580830 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 86526 members 
Entering Unmasked Estep 
Score: -5580855.500000 Penalty: 3698.042969
	Iteration 34Q: 3 clusters Score -5580856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 86551 members 
Entering Unmasked Estep 
Score: -5580866.000000 Penalty: 3698.042969
	Iteration 35Q: 3 clusters Score -5580866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 86569 members 
Entering Unmasked Estep 
Score: -5580870.000000 Penalty: 3698.042969
	Iteration 36Q: 3 clusters Score -5580870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 86581 members 
Entering Unmasked Estep 
Score: -5580876.500000 Penalty: 3698.042969
	Iteration 37Q: 3 clusters Score -5580876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 86586 members 
Entering Unmasked Estep 
Score: -5580888.000000 Penalty: 3698.042969
	Iteration 38Q: 3 clusters Score -5580888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 86593 members 
Entering Unmasked Estep 
Score: -5580887.500000 Penalty: 3698.042969
	Iteration 39Q: 3 clusters Score -5580888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 86595 members 
Entering Unmasked Estep 
Score: -5580887.000000 Penalty: 3698.042969
	Iteration 40F: 3 clusters Score -5580887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 86601 members 
Entering Unmasked Estep 
Score: -5580888.000000 Penalty: 3698.042969
	Iteration 41Q: 3 clusters Score -5580888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 86603 members 
Entering Unmasked Estep 
Score: -5580885.000000 Penalty: 3698.042969
	Iteration 42Q: 3 clusters Score -5580885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 86605 members 
Entering Unmasked Estep 
Score: -5580890.000000 Penalty: 3698.042969
	Iteration 43Q: 3 clusters Score -5580890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 86608 members 
Entering Unmasked Estep 
Score: -5580890.000000 Penalty: 3698.042969
	Iteration 44Q: 3 clusters Score -5580890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 86611 members 
Entering Unmasked Estep 
Score: -5580890.500000 Penalty: 3698.042969
	Iteration 45Q: 3 clusters Score -5580890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 86615 members 
Entering Unmasked Estep 
Score: -5580898.000000 Penalty: 3698.042969
	Iteration 46Q: 3 clusters Score -5580898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -5580902.500000 Penalty: 3698.042969
	Iteration 47Q: 3 clusters Score -5580902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 86629 members 
Entering Unmasked Estep 
Score: -5580904.000000 Penalty: 3698.042969
	Iteration 48Q: 3 clusters Score -5580904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 86636 members 
Entering Unmasked Estep 
Score: -5580906.500000 Penalty: 3698.042969
	Iteration 49Q: 3 clusters Score -5580906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 86643 members 
Entering Unmasked Estep 
Score: -5580912.500000 Penalty: 3698.042969
	Iteration 50Q: 3 clusters Score -5580912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 86651 members 
Entering Unmasked Estep 
Score: -5580909.500000 Penalty: 3698.042969
	Iteration 51Q: 3 clusters Score -5580910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 86660 members 
Entering Unmasked Estep 
Score: -5580907.000000 Penalty: 3698.042969
	Iteration 52Q: 3 clusters Score -5580907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 86661 members 
Entering Unmasked Estep 
Score: -5580908.500000 Penalty: 3698.042969
	Iteration 53Q: 3 clusters Score -5580908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 86663 members 
Entering Unmasked Estep 
Score: -5580910.000000 Penalty: 3698.042969
	Iteration 54Q: 3 clusters Score -5580910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 86665 members 
Entering Unmasked Estep 
Score: -5580905.500000 Penalty: 3698.042969
	Iteration 55Q: 3 clusters Score -5580906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 86670 members 
Entering Unmasked Estep 
Score: -5580913.500000 Penalty: 3698.042969
	Iteration 56Q: 3 clusters Score -5580914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 86672 members 
Entering Unmasked Estep 
Score: -5580912.500000 Penalty: 3698.042969
	Iteration 57Q: 3 clusters Score -5580912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 86674 members 
Entering Unmasked Estep 
Score: -5580914.500000 Penalty: 3698.042969
	Iteration 58Q: 3 clusters Score -5580914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 86677 members 
Entering Unmasked Estep 
Score: -5580916.500000 Penalty: 3698.042969
	Iteration 59Q: 3 clusters Score -5580916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 86678 members 
Entering Unmasked Estep 
Score: -5580913.500000 Penalty: 3698.042969
	Iteration 60F: 3 clusters Score -5580914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 86682 members 
Entering Unmasked Estep 
Score: -5580916.000000 Penalty: 3698.042969
	Iteration 61Q: 3 clusters Score -5580916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 86687 members 
Entering Unmasked Estep 
Score: -5580907.500000 Penalty: 3698.042969
	Iteration 62Q: 3 clusters Score -5580908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 86689 members 
Entering Unmasked Estep 
Score: -5580914.500000 Penalty: 3698.042969
	Iteration 63Q: 3 clusters Score -5580914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 86690 members 
Entering Unmasked Estep 
Score: -5580910.500000 Penalty: 3698.042969
	Iteration 64Q: 3 clusters Score -5580910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 86693 members 
Entering Unmasked Estep 
Score: -5580912.500000 Penalty: 3698.042969
	Iteration 65Q: 3 clusters Score -5580912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 86696 members 
Entering Unmasked Estep 
Score: -5580910.000000 Penalty: 3698.042969
	Iteration 66Q: 3 clusters Score -5580910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 86698 members 
Entering Unmasked Estep 
Score: -5580914.000000 Penalty: 3698.042969
	Iteration 67Q: 3 clusters Score -5580914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 86700 members 
Entering Unmasked Estep 
Score: -5580916.000000 Penalty: 3698.042969
	Iteration 68Q: 3 clusters Score -5580916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 86703 members 
Entering Unmasked Estep 
Score: -5580916.000000 Penalty: 3698.042969
	Iteration 69Q: 3 clusters Score -5580916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 86704 members 
Entering Unmasked Estep 
Score: -5580918.000000 Penalty: 3698.042969
	Iteration 70Q: 3 clusters Score -5580918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 86705 members 
Entering Unmasked Estep 
Score: -5580916.500000 Penalty: 3698.042969
	Iteration 71Q: 3 clusters Score -5580916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 86705 members 
Entering Unmasked Estep 
Score: -5580920.500000 Penalty: 3698.042969
	Iteration 72Q: 3 clusters Score -5580920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 86708 members 
Entering Unmasked Estep 
Score: -5580912.500000 Penalty: 3698.042969
	Iteration 73Q: 3 clusters Score -5580912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 86708 members 
Entering Unmasked Estep 
Score: -5580916.000000 Penalty: 3698.042969
	Iteration 74Q: 3 clusters Score -5580916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 86708 members 
Entering Unmasked Estep 
Score: -5580917.500000 Penalty: 3698.042969
	Iteration 75Q: 3 clusters Score -5580918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 86708 members 
Entering Unmasked Estep 
Score: -5580917.500000 Penalty: 3698.042969
	Iteration 76F: 3 clusters Score -5580918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Entering Unmasked Estep 
Score: -3668494.500000 Penalty: 1785.830078
	Iteration 0F: 2 clusters Score -3668494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -3628926.750000 Penalty: 3571.660156
	Iteration 0F: 3 clusters Score -3628927 nChanged 27990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -3644585.500000 Penalty: 3571.660156
	Iteration 1F: 3 clusters Score -3644586 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3645284.000000 Penalty: 3571.660156
	Iteration 2Q: 3 clusters Score -3645284 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -3646259.000000 Penalty: 3571.660156
	Iteration 3Q: 3 clusters Score -3646259 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -3647712.000000 Penalty: 3571.660156
	Iteration 4F: 3 clusters Score -3647712 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -3650019.250000 Penalty: 3571.660156
	Iteration 5F: 3 clusters Score -3650019 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -3653285.750000 Penalty: 3571.660156
	Iteration 6F: 3 clusters Score -3653286 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -3657168.000000 Penalty: 3571.660156
	Iteration 7F: 3 clusters Score -3657168 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -3660713.000000 Penalty: 3571.660156
	Iteration 8F: 3 clusters Score -3660713 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -3663277.750000 Penalty: 3571.660156
	Iteration 9Q: 3 clusters Score -3663278 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56628 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3664865.750000 Penalty: 3571.660156
	Iteration 10Q: 3 clusters Score -3664866 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57724 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3665818.250000 Penalty: 3571.660156
	Iteration 11Q: 3 clusters Score -3665818 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58355 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3666336.750000 Penalty: 3571.660156
	Iteration 12Q: 3 clusters Score -3666337 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58676 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3666604.500000 Penalty: 3571.660156
	Iteration 13Q: 3 clusters Score -3666604 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3666753.250000 Penalty: 3571.660156
	Iteration 14Q: 3 clusters Score -3666753 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58909 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3666828.000000 Penalty: 3571.660156
	Iteration 15Q: 3 clusters Score -3666828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58942 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3666861.500000 Penalty: 3571.660156
	Iteration 16Q: 3 clusters Score -3666862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3666896.500000 Penalty: 3571.660156
	Iteration 17Q: 3 clusters Score -3666896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3666918.000000 Penalty: 3571.660156
	Iteration 18Q: 3 clusters Score -3666918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58999 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3666932.250000 Penalty: 3571.660156
	Iteration 19Q: 3 clusters Score -3666932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3666947.250000 Penalty: 3571.660156
	Iteration 20F: 3 clusters Score -3666947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59017 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3666951.250000 Penalty: 3571.660156
	Iteration 21Q: 3 clusters Score -3666951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59022 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3666960.250000 Penalty: 3571.660156
	Iteration 22Q: 3 clusters Score -3666960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59025 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3666967.250000 Penalty: 3571.660156
	Iteration 23Q: 3 clusters Score -3666967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59026 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3666964.500000 Penalty: 3571.660156
	Iteration 24Q: 3 clusters Score -3666964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3666973.500000 Penalty: 3571.660156
	Iteration 25Q: 3 clusters Score -3666974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59032 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3666975.500000 Penalty: 3571.660156
	Iteration 26Q: 3 clusters Score -3666976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59032 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3666980.750000 Penalty: 3571.660156
	Iteration 27Q: 3 clusters Score -3666981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59034 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3666980.500000 Penalty: 3571.660156
	Iteration 28Q: 3 clusters Score -3666980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59036 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3666986.250000 Penalty: 3571.660156
	Iteration 29Q: 3 clusters Score -3666986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59037 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3666987.500000 Penalty: 3571.660156
	Iteration 30Q: 3 clusters Score -3666988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3666986.250000 Penalty: 3571.660156
	Iteration 31Q: 3 clusters Score -3666986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59039 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3666985.500000 Penalty: 3571.660156
	Iteration 32Q: 3 clusters Score -3666986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59040 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3666987.250000 Penalty: 3571.660156
	Iteration 33Q: 3 clusters Score -3666987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59040 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3666987.250000 Penalty: 3571.660156
	Iteration 34F: 3 clusters Score -3666987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Entering Unmasked Estep 
Score: -119765.640625 Penalty: 1236.843994
	Iteration 0F: 2 clusters Score -119765.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -117646.898438 Penalty: 2473.687988
	Iteration 0F: 3 clusters Score -117646.9 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -118098.226562 Penalty: 2473.687988
	Iteration 1F: 3 clusters Score -118098.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -118227.015625 Penalty: 2473.687988
	Iteration 2F: 3 clusters Score -118227 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -118320.531250 Penalty: 2473.687988
	Iteration 3F: 3 clusters Score -118320.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -118384.281250 Penalty: 2473.687988
	Iteration 4Q: 3 clusters Score -118384.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -118443.328125 Penalty: 2473.687988
	Iteration 5Q: 3 clusters Score -118443.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -118490.687500 Penalty: 2473.687988
	Iteration 6Q: 3 clusters Score -118490.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -118536.023438 Penalty: 2473.687988
	Iteration 7Q: 3 clusters Score -118536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -118579.132812 Penalty: 2473.687988
	Iteration 8Q: 3 clusters Score -118579.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -118613.640625 Penalty: 2473.687988
	Iteration 9Q: 3 clusters Score -118613.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -118641.875000 Penalty: 2473.687988
	Iteration 10Q: 3 clusters Score -118641.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -118659.117188 Penalty: 2473.687988
	Iteration 11Q: 3 clusters Score -118659.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -118677.539062 Penalty: 2473.687988
	Iteration 12Q: 3 clusters Score -118677.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -118691.125000 Penalty: 2473.687988
	Iteration 13Q: 3 clusters Score -118691.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -118699.656250 Penalty: 2473.687988
	Iteration 14Q: 3 clusters Score -118699.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -118710.976562 Penalty: 2473.687988
	Iteration 15Q: 3 clusters Score -118711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -118719.335938 Penalty: 2473.687988
	Iteration 16Q: 3 clusters Score -118719.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -118727.000000 Penalty: 2473.687988
	Iteration 17Q: 3 clusters Score -118727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -118733.203125 Penalty: 2473.687988
	Iteration 18Q: 3 clusters Score -118733.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -118738.585938 Penalty: 2473.687988
	Iteration 19Q: 3 clusters Score -118738.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -118743.726562 Penalty: 2473.687988
	Iteration 20F: 3 clusters Score -118743.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -118747.671875 Penalty: 2473.687988
	Iteration 21Q: 3 clusters Score -118747.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -118751.929688 Penalty: 2473.687988
	Iteration 22Q: 3 clusters Score -118751.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -118757.312500 Penalty: 2473.687988
	Iteration 23Q: 3 clusters Score -118757.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -118759.562500 Penalty: 2473.687988
	Iteration 24Q: 3 clusters Score -118759.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -118763.179688 Penalty: 2473.687988
	Iteration 25Q: 3 clusters Score -118763.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -118765.296875 Penalty: 2473.687988
	Iteration 26Q: 3 clusters Score -118765.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -118766.289062 Penalty: 2473.687988
	Iteration 27Q: 3 clusters Score -118766.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -118767.398438 Penalty: 2473.687988
	Iteration 28Q: 3 clusters Score -118767.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -118768.515625 Penalty: 2473.687988
	Iteration 29Q: 3 clusters Score -118768.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -118770.304688 Penalty: 2473.687988
	Iteration 30Q: 3 clusters Score -118770.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -118772.148438 Penalty: 2473.687988
	Iteration 31Q: 3 clusters Score -118772.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -118772.304688 Penalty: 2473.687988
	Iteration 32Q: 3 clusters Score -118772.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -118772.304688 Penalty: 2473.687988
	Iteration 33F: 3 clusters Score -118772.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Entering Unmasked Estep 
Score: -238368.953125 Penalty: 1375.537598
	Iteration 0F: 2 clusters Score -238369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -234537.843750 Penalty: 2751.075195
	Iteration 0F: 3 clusters Score -234537.8 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -235820.515625 Penalty: 2751.075195
	Iteration 1F: 3 clusters Score -235820.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -236174.671875 Penalty: 2751.075195
	Iteration 2F: 3 clusters Score -236174.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -236419.171875 Penalty: 2751.075195
	Iteration 3F: 3 clusters Score -236419.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -236585.171875 Penalty: 2751.075195
	Iteration 4F: 3 clusters Score -236585.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -236711.187500 Penalty: 2751.075195
	Iteration 5Q: 3 clusters Score -236711.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -236836.265625 Penalty: 2751.075195
	Iteration 6Q: 3 clusters Score -236836.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -236923.984375 Penalty: 2751.075195
	Iteration 7Q: 3 clusters Score -236924 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -236976.531250 Penalty: 2751.075195
	Iteration 8Q: 3 clusters Score -236976.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -237009.031250 Penalty: 2751.075195
	Iteration 9Q: 3 clusters Score -237009 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -237038.906250 Penalty: 2751.075195
	Iteration 10Q: 3 clusters Score -237038.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -237059.656250 Penalty: 2751.075195
	Iteration 11Q: 3 clusters Score -237059.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -237073.046875 Penalty: 2751.075195
	Iteration 12Q: 3 clusters Score -237073 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -237090.265625 Penalty: 2751.075195
	Iteration 13Q: 3 clusters Score -237090.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -237107.062500 Penalty: 2751.075195
	Iteration 14Q: 3 clusters Score -237107.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -237118.609375 Penalty: 2751.075195
	Iteration 15Q: 3 clusters Score -237118.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -237130.187500 Penalty: 2751.075195
	Iteration 16Q: 3 clusters Score -237130.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -237143.203125 Penalty: 2751.075195
	Iteration 17Q: 3 clusters Score -237143.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -237151.406250 Penalty: 2751.075195
	Iteration 18Q: 3 clusters Score -237151.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -237165.875000 Penalty: 2751.075195
	Iteration 19Q: 3 clusters Score -237165.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -237183.281250 Penalty: 2751.075195
	Iteration 20F: 3 clusters Score -237183.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -237210.828125 Penalty: 2751.075195
	Iteration 21Q: 3 clusters Score -237210.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -237237.062500 Penalty: 2751.075195
	Iteration 22Q: 3 clusters Score -237237.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -237270.125000 Penalty: 2751.075195
	Iteration 23Q: 3 clusters Score -237270.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -237303.375000 Penalty: 2751.075195
	Iteration 24Q: 3 clusters Score -237303.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -237326.718750 Penalty: 2751.075195
	Iteration 25Q: 3 clusters Score -237326.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -237347.906250 Penalty: 2751.075195
	Iteration 26Q: 3 clusters Score -237347.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -237365.968750 Penalty: 2751.075195
	Iteration 27Q: 3 clusters Score -237366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -237380.265625 Penalty: 2751.075195
	Iteration 28Q: 3 clusters Score -237380.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -237391.531250 Penalty: 2751.075195
	Iteration 29Q: 3 clusters Score -237391.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -237410.625000 Penalty: 2751.075195
	Iteration 30Q: 3 clusters Score -237410.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -237432.687500 Penalty: 2751.075195
	Iteration 31Q: 3 clusters Score -237432.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -237455.609375 Penalty: 2751.075195
	Iteration 32Q: 3 clusters Score -237455.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -237470.593750 Penalty: 2751.075195
	Iteration 33Q: 3 clusters Score -237470.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -237482.234375 Penalty: 2751.075195
	Iteration 34Q: 3 clusters Score -237482.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -237496.484375 Penalty: 2751.075195
	Iteration 35Q: 3 clusters Score -237496.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -237508.546875 Penalty: 2751.075195
	Iteration 36Q: 3 clusters Score -237508.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -237520.406250 Penalty: 2751.075195
	Iteration 37Q: 3 clusters Score -237520.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -237528.625000 Penalty: 2751.075195
	Iteration 38Q: 3 clusters Score -237528.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -237536.984375 Penalty: 2751.075195
	Iteration 39Q: 3 clusters Score -237537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -237543.343750 Penalty: 2751.075195
	Iteration 40F: 3 clusters Score -237543.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -237548.875000 Penalty: 2751.075195
	Iteration 41Q: 3 clusters Score -237548.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -237556.234375 Penalty: 2751.075195
	Iteration 42Q: 3 clusters Score -237556.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -237566.890625 Penalty: 2751.075195
	Iteration 43Q: 3 clusters Score -237566.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -237576.046875 Penalty: 2751.075195
	Iteration 44Q: 3 clusters Score -237576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -237583.531250 Penalty: 2751.075195
	Iteration 45Q: 3 clusters Score -237583.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -237589.453125 Penalty: 2751.075195
	Iteration 46Q: 3 clusters Score -237589.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -237592.921875 Penalty: 2751.075195
	Iteration 47Q: 3 clusters Score -237592.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -237599.468750 Penalty: 2751.075195
	Iteration 48Q: 3 clusters Score -237599.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -237601.890625 Penalty: 2751.075195
	Iteration 49Q: 3 clusters Score -237601.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -237603.281250 Penalty: 2751.075195
	Iteration 50Q: 3 clusters Score -237603.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -237605.437500 Penalty: 2751.075195
	Iteration 51Q: 3 clusters Score -237605.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -237607.421875 Penalty: 2751.075195
	Iteration 52Q: 3 clusters Score -237607.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -237608.828125 Penalty: 2751.075195
	Iteration 53Q: 3 clusters Score -237608.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -237609.828125 Penalty: 2751.075195
	Iteration 54Q: 3 clusters Score -237609.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -237611.828125 Penalty: 2751.075195
	Iteration 55Q: 3 clusters Score -237611.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -237613.000000 Penalty: 2751.075195
	Iteration 56Q: 3 clusters Score -237613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -237613.796875 Penalty: 2751.075195
	Iteration 57Q: 3 clusters Score -237613.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -237615.312500 Penalty: 2751.075195
	Iteration 58Q: 3 clusters Score -237615.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -237616.812500 Penalty: 2751.075195
	Iteration 59Q: 3 clusters Score -237616.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -237618.718750 Penalty: 2751.075195
	Iteration 60F: 3 clusters Score -237618.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -237619.562500 Penalty: 2751.075195
	Iteration 61Q: 3 clusters Score -237619.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -237620.218750 Penalty: 2751.075195
	Iteration 62Q: 3 clusters Score -237620.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -237622.609375 Penalty: 2751.075195
	Iteration 63Q: 3 clusters Score -237622.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -237625.687500 Penalty: 2751.075195
	Iteration 64Q: 3 clusters Score -237625.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -237632.734375 Penalty: 2751.075195
	Iteration 65Q: 3 clusters Score -237632.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -237637.078125 Penalty: 2751.075195
	Iteration 66Q: 3 clusters Score -237637.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -237638.343750 Penalty: 2751.075195
	Iteration 67Q: 3 clusters Score -237638.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -237640.406250 Penalty: 2751.075195
	Iteration 68Q: 3 clusters Score -237640.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -237640.890625 Penalty: 2751.075195
	Iteration 69Q: 3 clusters Score -237640.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -237641.828125 Penalty: 2751.075195
	Iteration 70Q: 3 clusters Score -237641.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -237643.953125 Penalty: 2751.075195
	Iteration 71Q: 3 clusters Score -237644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -237645.921875 Penalty: 2751.075195
	Iteration 72Q: 3 clusters Score -237645.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -237647.375000 Penalty: 2751.075195
	Iteration 73Q: 3 clusters Score -237647.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -237648.593750 Penalty: 2751.075195
	Iteration 74Q: 3 clusters Score -237648.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -237648.937500 Penalty: 2751.075195
	Iteration 75Q: 3 clusters Score -237648.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -237648.671875 Penalty: 2751.075195
	Iteration 76Q: 3 clusters Score -237648.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -237649.343750 Penalty: 2751.075195
	Iteration 77Q: 3 clusters Score -237649.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -237649.375000 Penalty: 2751.075195
	Iteration 78Q: 3 clusters Score -237649.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -237649.375000 Penalty: 2751.075195
	Iteration 79F: 3 clusters Score -237649.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Entering Unmasked Estep 
Score: -759979.187500 Penalty: 1523.906616
	Iteration 0F: 2 clusters Score -759979.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -751669.812500 Penalty: 3047.813232
	Iteration 0F: 3 clusters Score -751669.8 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -754392.187500 Penalty: 3047.813232
	Iteration 1F: 3 clusters Score -754392.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -754688.750000 Penalty: 3047.813232
	Iteration 2F: 3 clusters Score -754688.8 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -754959.375000 Penalty: 3047.813232
	Iteration 3F: 3 clusters Score -754959.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -755215.375000 Penalty: 3047.813232
	Iteration 4Q: 3 clusters Score -755215.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -755486.500000 Penalty: 3047.813232
	Iteration 5Q: 3 clusters Score -755486.5 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -755772.000000 Penalty: 3047.813232
	Iteration 6Q: 3 clusters Score -755772 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -756038.625000 Penalty: 3047.813232
	Iteration 7Q: 3 clusters Score -756038.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -756327.625000 Penalty: 3047.813232
	Iteration 8Q: 3 clusters Score -756327.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -756650.062500 Penalty: 3047.813232
	Iteration 9Q: 3 clusters Score -756650.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -756980.562500 Penalty: 3047.813232
	Iteration 10Q: 3 clusters Score -756980.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -757372.625000 Penalty: 3047.813232
	Iteration 11Q: 3 clusters Score -757372.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -757803.750000 Penalty: 3047.813232
	Iteration 12Q: 3 clusters Score -757803.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -758260.062500 Penalty: 3047.813232
	Iteration 13Q: 3 clusters Score -758260.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -758687.250000 Penalty: 3047.813232
	Iteration 14Q: 3 clusters Score -758687.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -759020.750000 Penalty: 3047.813232
	Iteration 15Q: 3 clusters Score -759020.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -759287.250000 Penalty: 3047.813232
	Iteration 16Q: 3 clusters Score -759287.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -759467.625000 Penalty: 3047.813232
	Iteration 17Q: 3 clusters Score -759467.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -759541.812500 Penalty: 3047.813232
	Iteration 18Q: 3 clusters Score -759541.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -759572.062500 Penalty: 3047.813232
	Iteration 19Q: 3 clusters Score -759572.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -759587.125000 Penalty: 3047.813232
	Iteration 20F: 3 clusters Score -759587.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -759597.625000 Penalty: 3047.813232
	Iteration 21Q: 3 clusters Score -759597.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -759600.625000 Penalty: 3047.813232
	Iteration 22Q: 3 clusters Score -759600.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -759607.187500 Penalty: 3047.813232
	Iteration 23Q: 3 clusters Score -759607.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -759608.062500 Penalty: 3047.813232
	Iteration 24Q: 3 clusters Score -759608.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -759611.250000 Penalty: 3047.813232
	Iteration 25Q: 3 clusters Score -759611.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -759611.562500 Penalty: 3047.813232
	Iteration 26Q: 3 clusters Score -759611.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -759616.062500 Penalty: 3047.813232
	Iteration 27Q: 3 clusters Score -759616.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -759615.937500 Penalty: 3047.813232
	Iteration 28Q: 3 clusters Score -759615.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -759619.375000 Penalty: 3047.813232
	Iteration 29Q: 3 clusters Score -759619.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -759620.875000 Penalty: 3047.813232
	Iteration 30Q: 3 clusters Score -759620.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -759623.375000 Penalty: 3047.813232
	Iteration 31Q: 3 clusters Score -759623.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -759623.687500 Penalty: 3047.813232
	Iteration 32Q: 3 clusters Score -759623.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -759623.312500 Penalty: 3047.813232
	Iteration 33Q: 3 clusters Score -759623.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -759623.250000 Penalty: 3047.813232
	Iteration 34Q: 3 clusters Score -759623.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -759624.187500 Penalty: 3047.813232
	Iteration 35Q: 3 clusters Score -759624.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -759624.312500 Penalty: 3047.813232
	Iteration 36Q: 3 clusters Score -759624.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -759623.562500 Penalty: 3047.813232
	Iteration 37Q: 3 clusters Score -759623.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -759624.875000 Penalty: 3047.813232
	Iteration 38Q: 3 clusters Score -759624.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -759624.875000 Penalty: 3047.813232
	Iteration 39F: 3 clusters Score -759624.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Entering Unmasked Estep 
Score: -241608.312500 Penalty: 1339.405029
	Iteration 0F: 2 clusters Score -241608.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -238385.453125 Penalty: 2678.810059
	Iteration 0F: 3 clusters Score -238385.5 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -239218.250000 Penalty: 2678.810059
	Iteration 1F: 3 clusters Score -239218.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -239388.765625 Penalty: 2678.810059
	Iteration 2F: 3 clusters Score -239388.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -239495.484375 Penalty: 2678.810059
	Iteration 3F: 3 clusters Score -239495.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -239563.265625 Penalty: 2678.810059
	Iteration 4Q: 3 clusters Score -239563.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -239629.843750 Penalty: 2678.810059
	Iteration 5Q: 3 clusters Score -239629.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -239701.984375 Penalty: 2678.810059
	Iteration 6Q: 3 clusters Score -239702 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -239764.562500 Penalty: 2678.810059
	Iteration 7Q: 3 clusters Score -239764.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -239815.171875 Penalty: 2678.810059
	Iteration 8Q: 3 clusters Score -239815.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -239864.125000 Penalty: 2678.810059
	Iteration 9Q: 3 clusters Score -239864.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -239903.640625 Penalty: 2678.810059
	Iteration 10Q: 3 clusters Score -239903.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -239944.593750 Penalty: 2678.810059
	Iteration 11Q: 3 clusters Score -239944.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -239987.328125 Penalty: 2678.810059
	Iteration 12Q: 3 clusters Score -239987.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -240028.375000 Penalty: 2678.810059
	Iteration 13Q: 3 clusters Score -240028.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -240069.593750 Penalty: 2678.810059
	Iteration 14Q: 3 clusters Score -240069.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -240102.250000 Penalty: 2678.810059
	Iteration 15Q: 3 clusters Score -240102.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -240139.312500 Penalty: 2678.810059
	Iteration 16Q: 3 clusters Score -240139.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -240185.140625 Penalty: 2678.810059
	Iteration 17Q: 3 clusters Score -240185.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -240223.093750 Penalty: 2678.810059
	Iteration 18Q: 3 clusters Score -240223.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -240255.781250 Penalty: 2678.810059
	Iteration 19Q: 3 clusters Score -240255.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -240279.843750 Penalty: 2678.810059
	Iteration 20F: 3 clusters Score -240279.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -240292.984375 Penalty: 2678.810059
	Iteration 21Q: 3 clusters Score -240293 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -240308.359375 Penalty: 2678.810059
	Iteration 22Q: 3 clusters Score -240308.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -240320.484375 Penalty: 2678.810059
	Iteration 23Q: 3 clusters Score -240320.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -240334.062500 Penalty: 2678.810059
	Iteration 24Q: 3 clusters Score -240334.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -240346.906250 Penalty: 2678.810059
	Iteration 25Q: 3 clusters Score -240346.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -240351.859375 Penalty: 2678.810059
	Iteration 26Q: 3 clusters Score -240351.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -240357.093750 Penalty: 2678.810059
	Iteration 27Q: 3 clusters Score -240357.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -240361.796875 Penalty: 2678.810059
	Iteration 28Q: 3 clusters Score -240361.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -240365.968750 Penalty: 2678.810059
	Iteration 29Q: 3 clusters Score -240366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -240371.609375 Penalty: 2678.810059
	Iteration 30Q: 3 clusters Score -240371.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -240378.406250 Penalty: 2678.810059
	Iteration 31Q: 3 clusters Score -240378.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -240380.843750 Penalty: 2678.810059
	Iteration 32Q: 3 clusters Score -240380.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -240385.546875 Penalty: 2678.810059
	Iteration 33Q: 3 clusters Score -240385.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -240389.328125 Penalty: 2678.810059
	Iteration 34Q: 3 clusters Score -240389.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -240394.156250 Penalty: 2678.810059
	Iteration 35Q: 3 clusters Score -240394.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -240403.296875 Penalty: 2678.810059
	Iteration 36Q: 3 clusters Score -240403.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -240409.671875 Penalty: 2678.810059
	Iteration 37Q: 3 clusters Score -240409.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -240417.171875 Penalty: 2678.810059
	Iteration 38Q: 3 clusters Score -240417.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -240421.781250 Penalty: 2678.810059
	Iteration 39Q: 3 clusters Score -240421.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -240428.015625 Penalty: 2678.810059
	Iteration 40F: 3 clusters Score -240428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -240433.390625 Penalty: 2678.810059
	Iteration 41Q: 3 clusters Score -240433.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -240438.906250 Penalty: 2678.810059
	Iteration 42Q: 3 clusters Score -240438.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -240443.781250 Penalty: 2678.810059
	Iteration 43Q: 3 clusters Score -240443.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -240449.203125 Penalty: 2678.810059
	Iteration 44Q: 3 clusters Score -240449.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -240452.218750 Penalty: 2678.810059
	Iteration 45Q: 3 clusters Score -240452.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -240453.406250 Penalty: 2678.810059
	Iteration 46Q: 3 clusters Score -240453.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -240453.500000 Penalty: 2678.810059
	Iteration 47Q: 3 clusters Score -240453.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -240453.500000 Penalty: 2678.810059
	Iteration 48F: 3 clusters Score -240453.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Entering Unmasked Estep 
Score: -2532609.750000 Penalty: 1724.644409
	Iteration 0F: 2 clusters Score -2532610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2505345.250000 Penalty: 3449.288818
	Iteration 0F: 3 clusters Score -2505345 nChanged 19006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2515920.500000 Penalty: 3449.288818
	Iteration 1F: 3 clusters Score -2515920 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2516337.500000 Penalty: 3449.288818
	Iteration 2Q: 3 clusters Score -2516338 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -2516754.000000 Penalty: 3449.288818
	Iteration 3Q: 3 clusters Score -2516754 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -2517273.250000 Penalty: 3449.288818
	Iteration 4Q: 3 clusters Score -2517273 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -2517947.250000 Penalty: 3449.288818
	Iteration 5Q: 3 clusters Score -2517947 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -2518821.500000 Penalty: 3449.288818
	Iteration 6Q: 3 clusters Score -2518822 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -2520097.500000 Penalty: 3449.288818
	Iteration 7F: 3 clusters Score -2520098 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -2521781.000000 Penalty: 3449.288818
	Iteration 8F: 3 clusters Score -2521781 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -2523835.750000 Penalty: 3449.288818
	Iteration 9F: 3 clusters Score -2523836 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -2525833.750000 Penalty: 3449.288818
	Iteration 10F: 3 clusters Score -2525834 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -2527532.500000 Penalty: 3449.288818
	Iteration 11F: 3 clusters Score -2527532 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -2528944.000000 Penalty: 3449.288818
	Iteration 12Q: 3 clusters Score -2528944 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -2529925.000000 Penalty: 3449.288818
	Iteration 13Q: 3 clusters Score -2529925 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -2530469.000000 Penalty: 3449.288818
	Iteration 14Q: 3 clusters Score -2530469 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -2530788.750000 Penalty: 3449.288818
	Iteration 15Q: 3 clusters Score -2530789 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -2530916.500000 Penalty: 3449.288818
	Iteration 16Q: 3 clusters Score -2530916 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -2530995.000000 Penalty: 3449.288818
	Iteration 17Q: 3 clusters Score -2530995 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -2531043.000000 Penalty: 3449.288818
	Iteration 18Q: 3 clusters Score -2531043 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -2531067.500000 Penalty: 3449.288818
	Iteration 19Q: 3 clusters Score -2531068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -2531078.500000 Penalty: 3449.288818
	Iteration 20F: 3 clusters Score -2531078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -2531091.500000 Penalty: 3449.288818
	Iteration 21Q: 3 clusters Score -2531092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -2531094.750000 Penalty: 3449.288818
	Iteration 22Q: 3 clusters Score -2531095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -2531098.750000 Penalty: 3449.288818
	Iteration 23Q: 3 clusters Score -2531099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -2531099.500000 Penalty: 3449.288818
	Iteration 24Q: 3 clusters Score -2531100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -2531101.000000 Penalty: 3449.288818
	Iteration 25Q: 3 clusters Score -2531101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -2531105.500000 Penalty: 3449.288818
	Iteration 26Q: 3 clusters Score -2531106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -2531107.500000 Penalty: 3449.288818
	Iteration 27Q: 3 clusters Score -2531108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -2531111.000000 Penalty: 3449.288818
	Iteration 28Q: 3 clusters Score -2531111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -2531119.250000 Penalty: 3449.288818
	Iteration 29Q: 3 clusters Score -2531119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -2531127.500000 Penalty: 3449.288818
	Iteration 30Q: 3 clusters Score -2531128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -2531129.500000 Penalty: 3449.288818
	Iteration 31Q: 3 clusters Score -2531130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -2531129.500000 Penalty: 3449.288818
	Iteration 32F: 3 clusters Score -2531130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Entering Unmasked Estep 
Score: -516207.937500 Penalty: 1472.322754
	Iteration 0F: 2 clusters Score -516207.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -509996.750000 Penalty: 2944.645508
	Iteration 0F: 3 clusters Score -509996.8 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -512086.875000 Penalty: 2944.645508
	Iteration 1F: 3 clusters Score -512086.9 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -512545.218750 Penalty: 2944.645508
	Iteration 2F: 3 clusters Score -512545.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -512994.187500 Penalty: 2944.645508
	Iteration 3F: 3 clusters Score -512994.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -513475.812500 Penalty: 2944.645508
	Iteration 4F: 3 clusters Score -513475.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -513898.343750 Penalty: 2944.645508
	Iteration 5F: 3 clusters Score -513898.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -514204.562500 Penalty: 2944.645508
	Iteration 6F: 3 clusters Score -514204.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -514453.156250 Penalty: 2944.645508
	Iteration 7Q: 3 clusters Score -514453.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -514666.000000 Penalty: 2944.645508
	Iteration 8Q: 3 clusters Score -514666 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -514815.937500 Penalty: 2944.645508
	Iteration 9Q: 3 clusters Score -514815.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -514919.093750 Penalty: 2944.645508
	Iteration 10Q: 3 clusters Score -514919.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -514992.625000 Penalty: 2944.645508
	Iteration 11Q: 3 clusters Score -514992.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -515042.187500 Penalty: 2944.645508
	Iteration 12Q: 3 clusters Score -515042.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -515077.187500 Penalty: 2944.645508
	Iteration 13Q: 3 clusters Score -515077.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -515111.906250 Penalty: 2944.645508
	Iteration 14Q: 3 clusters Score -515111.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -515140.468750 Penalty: 2944.645508
	Iteration 15Q: 3 clusters Score -515140.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -515157.562500 Penalty: 2944.645508
	Iteration 16Q: 3 clusters Score -515157.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -515170.312500 Penalty: 2944.645508
	Iteration 17Q: 3 clusters Score -515170.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -515180.593750 Penalty: 2944.645508
	Iteration 18Q: 3 clusters Score -515180.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -515185.375000 Penalty: 2944.645508
	Iteration 19Q: 3 clusters Score -515185.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -515192.218750 Penalty: 2944.645508
	Iteration 20F: 3 clusters Score -515192.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -515196.531250 Penalty: 2944.645508
	Iteration 21Q: 3 clusters Score -515196.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -515198.781250 Penalty: 2944.645508
	Iteration 22Q: 3 clusters Score -515198.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -515199.562500 Penalty: 2944.645508
	Iteration 23Q: 3 clusters Score -515199.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -515200.406250 Penalty: 2944.645508
	Iteration 24Q: 3 clusters Score -515200.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -515201.406250 Penalty: 2944.645508
	Iteration 25Q: 3 clusters Score -515201.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -515200.875000 Penalty: 2944.645508
	Iteration 26Q: 3 clusters Score -515200.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -515203.062500 Penalty: 2944.645508
	Iteration 27Q: 3 clusters Score -515203.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -515203.375000 Penalty: 2944.645508
	Iteration 28Q: 3 clusters Score -515203.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -515204.218750 Penalty: 2944.645508
	Iteration 29Q: 3 clusters Score -515204.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -515205.687500 Penalty: 2944.645508
	Iteration 30Q: 3 clusters Score -515205.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -515207.625000 Penalty: 2944.645508
	Iteration 31Q: 3 clusters Score -515207.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -515210.250000 Penalty: 2944.645508
	Iteration 32Q: 3 clusters Score -515210.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -515212.375000 Penalty: 2944.645508
	Iteration 33Q: 3 clusters Score -515212.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -515212.875000 Penalty: 2944.645508
	Iteration 34Q: 3 clusters Score -515212.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -515213.062500 Penalty: 2944.645508
	Iteration 35Q: 3 clusters Score -515213.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -515214.812500 Penalty: 2944.645508
	Iteration 36Q: 3 clusters Score -515214.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -515214.093750 Penalty: 2944.645508
	Iteration 37Q: 3 clusters Score -515214.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -515213.031250 Penalty: 2944.645508
	Iteration 38Q: 3 clusters Score -515213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -515213.875000 Penalty: 2944.645508
	Iteration 39Q: 3 clusters Score -515213.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -515215.625000 Penalty: 2944.645508
	Iteration 40F: 3 clusters Score -515215.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -515215.562500 Penalty: 2944.645508
	Iteration 41Q: 3 clusters Score -515215.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -515215.562500 Penalty: 2944.645508
	Iteration 42F: 3 clusters Score -515215.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -24280.648438 Penalty: 1003.240234
	Iteration 0F: 2 clusters Score -24280.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23235.820312 Penalty: 2006.480469
	Iteration 0F: 3 clusters Score -23235.82 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23398.197266 Penalty: 2006.480469
	Iteration 1F: 3 clusters Score -23398.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23442.517578 Penalty: 2006.480469
	Iteration 2F: 3 clusters Score -23442.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23465.314453 Penalty: 2006.480469
	Iteration 3Q: 3 clusters Score -23465.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23484.160156 Penalty: 2006.480469
	Iteration 4Q: 3 clusters Score -23484.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23490.341797 Penalty: 2006.480469
	Iteration 5Q: 3 clusters Score -23490.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -23495.689453 Penalty: 2006.480469
	Iteration 6Q: 3 clusters Score -23495.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23501.582031 Penalty: 2006.480469
	Iteration 7Q: 3 clusters Score -23501.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23511.281250 Penalty: 2006.480469
	Iteration 8Q: 3 clusters Score -23511.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23546.982422 Penalty: 2006.480469
	Iteration 9Q: 3 clusters Score -23546.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23609.851562 Penalty: 2006.480469
	Iteration 10Q: 3 clusters Score -23609.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -23655.857422 Penalty: 2006.480469
	Iteration 11Q: 3 clusters Score -23655.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -23712.927734 Penalty: 2006.480469
	Iteration 12Q: 3 clusters Score -23712.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23798.199219 Penalty: 2006.480469
	Iteration 13Q: 3 clusters Score -23798.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23899.582031 Penalty: 2006.480469
	Iteration 14Q: 3 clusters Score -23899.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24033.267578 Penalty: 2006.480469
	Iteration 15Q: 3 clusters Score -24033.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24180.326172 Penalty: 2006.480469
	Iteration 16Q: 3 clusters Score -24180.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -24226.169922 Penalty: 2006.480469
	Iteration 17Q: 3 clusters Score -24226.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -24240.673828 Penalty: 2006.480469
	Iteration 18Q: 3 clusters Score -24240.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -24249.326172 Penalty: 2006.480469
	Iteration 19Q: 3 clusters Score -24249.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24255.785156 Penalty: 2006.480469
	Iteration 20F: 3 clusters Score -24255.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -24260.736328 Penalty: 2006.480469
	Iteration 21Q: 3 clusters Score -24260.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -24269.796875 Penalty: 2006.480469
	Iteration 22Q: 3 clusters Score -24269.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -24272.421875 Penalty: 2006.480469
	Iteration 23Q: 3 clusters Score -24272.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -24272.421875 Penalty: 2006.480469
	Iteration 24F: 3 clusters Score -24272.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Entering Unmasked Estep 
Score: -82162.406250 Penalty: 1189.478027
	Iteration 0F: 2 clusters Score -82162.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -80409.101562 Penalty: 2378.956055
	Iteration 0F: 3 clusters Score -80409.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -80808.617188 Penalty: 2378.956055
	Iteration 1F: 3 clusters Score -80808.62 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -80928.421875 Penalty: 2378.956055
	Iteration 2F: 3 clusters Score -80928.42 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -81000.312500 Penalty: 2378.956055
	Iteration 3Q: 3 clusters Score -81000.31 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -81062.929688 Penalty: 2378.956055
	Iteration 4Q: 3 clusters Score -81062.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -81108.242188 Penalty: 2378.956055
	Iteration 5Q: 3 clusters Score -81108.24 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -81159.742188 Penalty: 2378.956055
	Iteration 6Q: 3 clusters Score -81159.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -81217.726562 Penalty: 2378.956055
	Iteration 7Q: 3 clusters Score -81217.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -81270.093750 Penalty: 2378.956055
	Iteration 8Q: 3 clusters Score -81270.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -81312.570312 Penalty: 2378.956055
	Iteration 9Q: 3 clusters Score -81312.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -81341.679688 Penalty: 2378.956055
	Iteration 10Q: 3 clusters Score -81341.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -81361.718750 Penalty: 2378.956055
	Iteration 11Q: 3 clusters Score -81361.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -81376.781250 Penalty: 2378.956055
	Iteration 12Q: 3 clusters Score -81376.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -81388.562500 Penalty: 2378.956055
	Iteration 13Q: 3 clusters Score -81388.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -81409.773438 Penalty: 2378.956055
	Iteration 14Q: 3 clusters Score -81409.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -81426.539062 Penalty: 2378.956055
	Iteration 15Q: 3 clusters Score -81426.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -81439.257812 Penalty: 2378.956055
	Iteration 16Q: 3 clusters Score -81439.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -81452.398438 Penalty: 2378.956055
	Iteration 17Q: 3 clusters Score -81452.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -81461.835938 Penalty: 2378.956055
	Iteration 18Q: 3 clusters Score -81461.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -81465.093750 Penalty: 2378.956055
	Iteration 19Q: 3 clusters Score -81465.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -81471.750000 Penalty: 2378.956055
	Iteration 20F: 3 clusters Score -81471.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -81476.632812 Penalty: 2378.956055
	Iteration 21Q: 3 clusters Score -81476.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -81480.640625 Penalty: 2378.956055
	Iteration 22Q: 3 clusters Score -81480.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -81482.570312 Penalty: 2378.956055
	Iteration 23Q: 3 clusters Score -81482.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -81486.609375 Penalty: 2378.956055
	Iteration 24Q: 3 clusters Score -81486.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -81490.460938 Penalty: 2378.956055
	Iteration 25Q: 3 clusters Score -81490.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -81494.867188 Penalty: 2378.956055
	Iteration 26Q: 3 clusters Score -81494.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -81500.664062 Penalty: 2378.956055
	Iteration 27Q: 3 clusters Score -81500.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -81505.070312 Penalty: 2378.956055
	Iteration 28Q: 3 clusters Score -81505.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -81508.570312 Penalty: 2378.956055
	Iteration 29Q: 3 clusters Score -81508.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -81509.125000 Penalty: 2378.956055
	Iteration 30Q: 3 clusters Score -81509.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -81512.210938 Penalty: 2378.956055
	Iteration 31Q: 3 clusters Score -81512.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -81514.734375 Penalty: 2378.956055
	Iteration 32Q: 3 clusters Score -81514.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -81516.742188 Penalty: 2378.956055
	Iteration 33Q: 3 clusters Score -81516.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -81521.109375 Penalty: 2378.956055
	Iteration 34Q: 3 clusters Score -81521.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -81522.078125 Penalty: 2378.956055
	Iteration 35Q: 3 clusters Score -81522.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -81523.851562 Penalty: 2378.956055
	Iteration 36Q: 3 clusters Score -81523.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -81525.046875 Penalty: 2378.956055
	Iteration 37Q: 3 clusters Score -81525.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -81527.312500 Penalty: 2378.956055
	Iteration 38Q: 3 clusters Score -81527.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -81530.078125 Penalty: 2378.956055
	Iteration 39Q: 3 clusters Score -81530.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -81532.851562 Penalty: 2378.956055
	Iteration 40F: 3 clusters Score -81532.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -81533.382812 Penalty: 2378.956055
	Iteration 41Q: 3 clusters Score -81533.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -81533.835938 Penalty: 2378.956055
	Iteration 42Q: 3 clusters Score -81533.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -81533.835938 Penalty: 2378.956055
	Iteration 43F: 3 clusters Score -81533.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Entering Unmasked Estep 
Score: -514403.750000 Penalty: 1472.963257
	Iteration 0F: 2 clusters Score -514403.8 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 4262 members 
Entering Unmasked Estep 
Score: -508174.343750 Penalty: 2945.926514
	Iteration 0F: 3 clusters Score -508174.3 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -510259.375000 Penalty: 2945.926514
	Iteration 1F: 3 clusters Score -510259.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -510572.312500 Penalty: 2945.926514
	Iteration 2F: 3 clusters Score -510572.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -510866.812500 Penalty: 2945.926514
	Iteration 3F: 3 clusters Score -510866.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -511170.187500 Penalty: 2945.926514
	Iteration 4F: 3 clusters Score -511170.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -511431.718750 Penalty: 2945.926514
	Iteration 5F: 3 clusters Score -511431.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -511615.687500 Penalty: 2945.926514
	Iteration 6Q: 3 clusters Score -511615.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -511757.156250 Penalty: 2945.926514
	Iteration 7Q: 3 clusters Score -511757.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -511863.406250 Penalty: 2945.926514
	Iteration 8Q: 3 clusters Score -511863.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -511943.718750 Penalty: 2945.926514
	Iteration 9Q: 3 clusters Score -511943.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -512009.437500 Penalty: 2945.926514
	Iteration 10Q: 3 clusters Score -512009.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -512074.000000 Penalty: 2945.926514
	Iteration 11Q: 3 clusters Score -512074 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -512133.593750 Penalty: 2945.926514
	Iteration 12Q: 3 clusters Score -512133.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -512186.031250 Penalty: 2945.926514
	Iteration 13Q: 3 clusters Score -512186 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -512245.531250 Penalty: 2945.926514
	Iteration 14Q: 3 clusters Score -512245.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -512309.500000 Penalty: 2945.926514
	Iteration 15Q: 3 clusters Score -512309.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -512376.406250 Penalty: 2945.926514
	Iteration 16Q: 3 clusters Score -512376.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -512447.406250 Penalty: 2945.926514
	Iteration 17Q: 3 clusters Score -512447.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -512528.343750 Penalty: 2945.926514
	Iteration 18Q: 3 clusters Score -512528.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -512607.312500 Penalty: 2945.926514
	Iteration 19Q: 3 clusters Score -512607.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -512689.156250 Penalty: 2945.926514
	Iteration 20F: 3 clusters Score -512689.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -512779.156250 Penalty: 2945.926514
	Iteration 21Q: 3 clusters Score -512779.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -512843.937500 Penalty: 2945.926514
	Iteration 22Q: 3 clusters Score -512843.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -512908.656250 Penalty: 2945.926514
	Iteration 23Q: 3 clusters Score -512908.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -512970.531250 Penalty: 2945.926514
	Iteration 24Q: 3 clusters Score -512970.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -513024.062500 Penalty: 2945.926514
	Iteration 25Q: 3 clusters Score -513024.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -513073.281250 Penalty: 2945.926514
	Iteration 26Q: 3 clusters Score -513073.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -513118.281250 Penalty: 2945.926514
	Iteration 27Q: 3 clusters Score -513118.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -513159.187500 Penalty: 2945.926514
	Iteration 28Q: 3 clusters Score -513159.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -513193.843750 Penalty: 2945.926514
	Iteration 29Q: 3 clusters Score -513193.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -513214.031250 Penalty: 2945.926514
	Iteration 30Q: 3 clusters Score -513214 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -513231.312500 Penalty: 2945.926514
	Iteration 31Q: 3 clusters Score -513231.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -513243.562500 Penalty: 2945.926514
	Iteration 32Q: 3 clusters Score -513243.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -513249.968750 Penalty: 2945.926514
	Iteration 33Q: 3 clusters Score -513250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -513254.343750 Penalty: 2945.926514
	Iteration 34Q: 3 clusters Score -513254.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -513256.187500 Penalty: 2945.926514
	Iteration 35Q: 3 clusters Score -513256.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -513257.218750 Penalty: 2945.926514
	Iteration 36Q: 3 clusters Score -513257.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -513259.750000 Penalty: 2945.926514
	Iteration 37Q: 3 clusters Score -513259.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -513262.968750 Penalty: 2945.926514
	Iteration 38Q: 3 clusters Score -513263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -513263.875000 Penalty: 2945.926514
	Iteration 39Q: 3 clusters Score -513263.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -513264.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -513265.750000 Penalty: 2945.926514
	Iteration 41Q: 3 clusters Score -513265.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -513268.187500 Penalty: 2945.926514
	Iteration 42Q: 3 clusters Score -513268.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -513270.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -513270.218750 Penalty: 2945.926514
	Iteration 44Q: 3 clusters Score -513270.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -513271.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -513271.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -513271.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -513272.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -513272.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -513271.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -513272.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
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	Iteration 52F: 3 clusters Score -513272.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 7254 members 
Mstep: Class 3 contains 60909 members 
Mstep: Class 4 contains 6815 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 6 contains 3684 members 
Mstep: Class 7 contains 6754 members 
Mstep: Class 8 contains 18166 members 
Mstep: Class 9 contains 8905 members 
Mstep: Class 10 contains 87430 members 
Mstep: Class 11 contains 59262 members 
Mstep: Class 12 contains 2021 members 
Mstep: Class 13 contains 4745 members 
Mstep: Class 14 contains 11824 members 
Mstep: Class 15 contains 3799 members 
Mstep: Class 16 contains 40668 members 
Mstep: Class 17 contains 8608 members 
Mstep: Class 18 contains 480 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 8642 members 
Entering Unmasked Estep 
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Iteration 199Q: 21 clusters Score -2.134251e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 7259 members 
Mstep: Class 3 contains 60882 members 
Mstep: Class 4 contains 6826 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 6 contains 3683 members 
Mstep: Class 7 contains 6755 members 
Mstep: Class 8 contains 18137 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 87407 members 
Mstep: Class 11 contains 59259 members 
Mstep: Class 12 contains 2022 members 
Mstep: Class 13 contains 4749 members 
Mstep: Class 14 contains 11823 members 
Mstep: Class 15 contains 3820 members 
Mstep: Class 16 contains 40724 members 
Mstep: Class 17 contains 8609 members 
Mstep: Class 18 contains 479 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 8664 members 
Entering Unmasked Estep 
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Iteration 200F: 21 clusters Score -2.134262e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 7265 members 
Mstep: Class 3 contains 60840 members 
Mstep: Class 4 contains 6833 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 6 contains 3685 members 
Mstep: Class 7 contains 6756 members 
Mstep: Class 8 contains 18107 members 
Mstep: Class 9 contains 8857 members 
Mstep: Class 10 contains 87385 members 
Mstep: Class 11 contains 59272 members 
Mstep: Class 12 contains 2022 members 
Mstep: Class 13 contains 4749 members 
Mstep: Class 14 contains 11820 members 
Mstep: Class 15 contains 3845 members 
Mstep: Class 16 contains 40785 members 
Mstep: Class 17 contains 8609 members 
Mstep: Class 18 contains 478 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 8682 members 
Entering Unmasked Estep 
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Iteration 201Q: 21 clusters Score -2.134262e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 60802 members 
Mstep: Class 4 contains 6848 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 6 contains 3684 members 
Mstep: Class 7 contains 6753 members 
Mstep: Class 8 contains 18075 members 
Mstep: Class 9 contains 8842 members 
Mstep: Class 10 contains 87366 members 
Mstep: Class 11 contains 59278 members 
Mstep: Class 12 contains 2023 members 
Mstep: Class 13 contains 4751 members 
Mstep: Class 14 contains 11814 members 
Mstep: Class 15 contains 3875 members 
Mstep: Class 16 contains 40848 members 
Mstep: Class 17 contains 8608 members 
Mstep: Class 18 contains 478 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 8700 members 
Entering Unmasked Estep 
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Iteration 202Q: 21 clusters Score -2.134267e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 7271 members 
Mstep: Class 3 contains 60773 members 
Mstep: Class 4 contains 6860 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 6 contains 3684 members 
Mstep: Class 7 contains 6750 members 
Mstep: Class 8 contains 18045 members 
Mstep: Class 9 contains 8814 members 
Mstep: Class 10 contains 87339 members 
Mstep: Class 11 contains 59287 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 4748 members 
Mstep: Class 14 contains 11806 members 
Mstep: Class 15 contains 3922 members 
Mstep: Class 16 contains 40899 members 
Mstep: Class 17 contains 8604 members 
Mstep: Class 18 contains 478 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 8719 members 
Entering Unmasked Estep 
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Iteration 203Q: 21 clusters Score -2.134262e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 7270 members 
Mstep: Class 3 contains 60732 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 6 contains 3683 members 
Mstep: Class 7 contains 6748 members 
Mstep: Class 8 contains 18018 members 
Mstep: Class 9 contains 8792 members 
Mstep: Class 10 contains 87313 members 
Mstep: Class 11 contains 59288 members 
Mstep: Class 12 contains 2025 members 
Mstep: Class 13 contains 4749 members 
Mstep: Class 14 contains 11799 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 40952 members 
Mstep: Class 17 contains 8600 members 
Mstep: Class 18 contains 478 members 
Mstep: Class 19 contains 1500 members 
Mstep: Class 20 contains 8743 members 
Entering Unmasked Estep 
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Iteration 204Q: 21 clusters Score -2.13426e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 7271 members 
Mstep: Class 3 contains 60672 members 
Mstep: Class 4 contains 6886 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 6 contains 3682 members 
Mstep: Class 7 contains 6749 members 
Mstep: Class 8 contains 17995 members 
Mstep: Class 9 contains 8779 members 
Mstep: Class 10 contains 87286 members 
Mstep: Class 11 contains 59289 members 
Mstep: Class 12 contains 2025 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 11795 members 
Mstep: Class 15 contains 4026 members 
Mstep: Class 16 contains 41014 members 
Mstep: Class 17 contains 8598 members 
Mstep: Class 18 contains 478 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 8773 members 
Entering Unmasked Estep 
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Iteration 205Q: 21 clusters Score -2.134264e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 7276 members 
Mstep: Class 3 contains 60610 members 
Mstep: Class 4 contains 6893 members 
Mstep: Class 5 contains 1206 members 
Mstep: Class 6 contains 3681 members 
Mstep: Class 7 contains 6751 members 
Mstep: Class 8 contains 17975 members 
Mstep: Class 9 contains 8762 members 
Mstep: Class 10 contains 87270 members 
Mstep: Class 11 contains 59298 members 
Mstep: Class 12 contains 2025 members 
Mstep: Class 13 contains 4745 members 
Mstep: Class 14 contains 11790 members 
Mstep: Class 15 contains 4062 members 
Mstep: Class 16 contains 41075 members 
Mstep: Class 17 contains 8593 members 
Mstep: Class 18 contains 478 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 8801 members 
Entering Unmasked Estep 
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Iteration 206Q: 21 clusters Score -2.134265e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 7276 members 
Mstep: Class 3 contains 60548 members 
Mstep: Class 4 contains 6900 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3683 members 
Mstep: Class 7 contains 6753 members 
Mstep: Class 8 contains 17962 members 
Mstep: Class 9 contains 8745 members 
Mstep: Class 10 contains 87251 members 
Mstep: Class 11 contains 59302 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 4744 members 
Mstep: Class 14 contains 11787 members 
Mstep: Class 15 contains 4114 members 
Mstep: Class 16 contains 41132 members 
Mstep: Class 17 contains 8587 members 
Mstep: Class 18 contains 478 members 
Mstep: Class 19 contains 1497 members 
Mstep: Class 20 contains 8822 members 
Entering Unmasked Estep 
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Iteration 207Q: 21 clusters Score -2.134268e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 60466 members 
Mstep: Class 4 contains 6905 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3685 members 
Mstep: Class 7 contains 6753 members 
Mstep: Class 8 contains 17949 members 
Mstep: Class 9 contains 8723 members 
Mstep: Class 10 contains 87224 members 
Mstep: Class 11 contains 59310 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 4741 members 
Mstep: Class 14 contains 11789 members 
Mstep: Class 15 contains 4180 members 
Mstep: Class 16 contains 41189 members 
Mstep: Class 17 contains 8583 members 
Mstep: Class 18 contains 477 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 8854 members 
Entering Unmasked Estep 
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Iteration 208Q: 21 clusters Score -2.134272e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 7276 members 
Mstep: Class 3 contains 60379 members 
Mstep: Class 4 contains 6912 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3686 members 
Mstep: Class 7 contains 6754 members 
Mstep: Class 8 contains 17932 members 
Mstep: Class 9 contains 8702 members 
Mstep: Class 10 contains 87200 members 
Mstep: Class 11 contains 59310 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 4741 members 
Mstep: Class 14 contains 11789 members 
Mstep: Class 15 contains 4252 members 
Mstep: Class 16 contains 41245 members 
Mstep: Class 17 contains 8574 members 
Mstep: Class 18 contains 476 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 8895 members 
Entering Unmasked Estep 
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Iteration 209Q: 21 clusters Score -2.134277e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 60294 members 
Mstep: Class 4 contains 6916 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3686 members 
Mstep: Class 7 contains 6752 members 
Mstep: Class 8 contains 17915 members 
Mstep: Class 9 contains 8681 members 
Mstep: Class 10 contains 87176 members 
Mstep: Class 11 contains 59315 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 4743 members 
Mstep: Class 14 contains 11790 members 
Mstep: Class 15 contains 4313 members 
Mstep: Class 16 contains 41291 members 
Mstep: Class 17 contains 8569 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1497 members 
Mstep: Class 20 contains 8946 members 
Entering Unmasked Estep 
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Iteration 210Q: 21 clusters Score -2.134276e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 7280 members 
Mstep: Class 3 contains 60196 members 
Mstep: Class 4 contains 6924 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 3686 members 
Mstep: Class 7 contains 6748 members 
Mstep: Class 8 contains 17898 members 
Mstep: Class 9 contains 8659 members 
Mstep: Class 10 contains 87139 members 
Mstep: Class 11 contains 59320 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 4741 members 
Mstep: Class 14 contains 11791 members 
Mstep: Class 15 contains 4396 members 
Mstep: Class 16 contains 41338 members 
Mstep: Class 17 contains 8561 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1496 members 
Mstep: Class 20 contains 8998 members 
Entering Unmasked Estep 
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Iteration 211Q: 21 clusters Score -2.134286e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 60092 members 
Mstep: Class 4 contains 6928 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 7 contains 6745 members 
Mstep: Class 8 contains 17891 members 
Mstep: Class 9 contains 8635 members 
Mstep: Class 10 contains 87118 members 
Mstep: Class 11 contains 59326 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 11794 members 
Mstep: Class 15 contains 4473 members 
Mstep: Class 16 contains 41384 members 
Mstep: Class 17 contains 8554 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1497 members 
Mstep: Class 20 contains 9040 members 
Entering Unmasked Estep 
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Iteration 212Q: 21 clusters Score -2.134284e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 7277 members 
Mstep: Class 3 contains 59989 members 
Mstep: Class 4 contains 6930 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 7 contains 6745 members 
Mstep: Class 8 contains 17885 members 
Mstep: Class 9 contains 8603 members 
Mstep: Class 10 contains 87086 members 
Mstep: Class 11 contains 59329 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 4741 members 
Mstep: Class 14 contains 11801 members 
Mstep: Class 15 contains 4571 members 
Mstep: Class 16 contains 41431 members 
Mstep: Class 17 contains 8549 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 9075 members 
Entering Unmasked Estep 
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Iteration 213Q: 21 clusters Score -2.134292e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 7276 members 
Mstep: Class 3 contains 59895 members 
Mstep: Class 4 contains 6933 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 7 contains 6745 members 
Mstep: Class 8 contains 17880 members 
Mstep: Class 9 contains 8585 members 
Mstep: Class 10 contains 87076 members 
Mstep: Class 11 contains 59326 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 4740 members 
Mstep: Class 14 contains 11802 members 
Mstep: Class 15 contains 4636 members 
Mstep: Class 16 contains 41465 members 
Mstep: Class 17 contains 8542 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1501 members 
Mstep: Class 20 contains 9120 members 
Entering Unmasked Estep 
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Iteration 214Q: 21 clusters Score -2.134298e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 59830 members 
Mstep: Class 4 contains 6935 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 7 contains 6743 members 
Mstep: Class 8 contains 17874 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 87070 members 
Mstep: Class 11 contains 59327 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 4740 members 
Mstep: Class 14 contains 11799 members 
Mstep: Class 15 contains 4682 members 
Mstep: Class 16 contains 41496 members 
Mstep: Class 17 contains 8532 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 9155 members 
Entering Unmasked Estep 
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Iteration 215Q: 21 clusters Score -2.134299e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 7280 members 
Mstep: Class 3 contains 59770 members 
Mstep: Class 4 contains 6938 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 7 contains 6743 members 
Mstep: Class 8 contains 17864 members 
Mstep: Class 9 contains 8540 members 
Mstep: Class 10 contains 87074 members 
Mstep: Class 11 contains 59327 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 4740 members 
Mstep: Class 14 contains 11795 members 
Mstep: Class 15 contains 4717 members 
Mstep: Class 16 contains 41524 members 
Mstep: Class 17 contains 8526 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 9189 members 
Entering Unmasked Estep 
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Iteration 216Q: 21 clusters Score -2.1343e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 7277 members 
Mstep: Class 3 contains 59723 members 
Mstep: Class 4 contains 6944 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 7 contains 6743 members 
Mstep: Class 8 contains 17846 members 
Mstep: Class 9 contains 8524 members 
Mstep: Class 10 contains 87074 members 
Mstep: Class 11 contains 59329 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 11791 members 
Mstep: Class 15 contains 4740 members 
Mstep: Class 16 contains 41556 members 
Mstep: Class 17 contains 8520 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1504 members 
Mstep: Class 20 contains 9224 members 
Entering Unmasked Estep 
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Iteration 217Q: 21 clusters Score -2.1343e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 7277 members 
Mstep: Class 3 contains 59680 members 
Mstep: Class 4 contains 6949 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 7 contains 6743 members 
Mstep: Class 8 contains 17822 members 
Mstep: Class 9 contains 8512 members 
Mstep: Class 10 contains 87065 members 
Mstep: Class 11 contains 59333 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 4743 members 
Mstep: Class 14 contains 11788 members 
Mstep: Class 15 contains 4759 members 
Mstep: Class 16 contains 41590 members 
Mstep: Class 17 contains 8519 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 9258 members 
Entering Unmasked Estep 
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Iteration 218Q: 21 clusters Score -2.134302e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 59647 members 
Mstep: Class 4 contains 6954 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 3685 members 
Mstep: Class 7 contains 6743 members 
Mstep: Class 8 contains 17794 members 
Mstep: Class 9 contains 8499 members 
Mstep: Class 10 contains 87063 members 
Mstep: Class 11 contains 59338 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 4745 members 
Mstep: Class 14 contains 11786 members 
Mstep: Class 15 contains 4783 members 
Mstep: Class 16 contains 41625 members 
Mstep: Class 17 contains 8512 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 9280 members 
Entering Unmasked Estep 
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Iteration 219Q: 21 clusters Score -2.134303e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 7276 members 
Mstep: Class 3 contains 59618 members 
Mstep: Class 4 contains 6955 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 3683 members 
Mstep: Class 7 contains 6743 members 
Mstep: Class 8 contains 17776 members 
Mstep: Class 9 contains 8492 members 
Mstep: Class 10 contains 87064 members 
Mstep: Class 11 contains 59332 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 11787 members 
Mstep: Class 15 contains 4803 members 
Mstep: Class 16 contains 41655 members 
Mstep: Class 17 contains 8508 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 9297 members 
Entering Unmasked Estep 
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Iteration 220F: 21 clusters Score -2.134306e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 59566 members 
Mstep: Class 4 contains 6956 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 3685 members 
Mstep: Class 7 contains 6744 members 
Mstep: Class 8 contains 17750 members 
Mstep: Class 9 contains 8474 members 
Mstep: Class 10 contains 87059 members 
Mstep: Class 11 contains 59331 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 4750 members 
Mstep: Class 14 contains 11787 members 
Mstep: Class 15 contains 4862 members 
Mstep: Class 16 contains 41697 members 
Mstep: Class 17 contains 8501 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 9309 members 
Entering Unmasked Estep 
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Iteration 221Q: 21 clusters Score -2.134316e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 59519 members 
Mstep: Class 4 contains 6957 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 3681 members 
Mstep: Class 7 contains 6745 members 
Mstep: Class 8 contains 17735 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 87057 members 
Mstep: Class 11 contains 59330 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 4751 members 
Mstep: Class 14 contains 11778 members 
Mstep: Class 15 contains 4918 members 
Mstep: Class 16 contains 41731 members 
Mstep: Class 17 contains 8493 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1501 members 
Mstep: Class 20 contains 9327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343174.000000 Penalty: 41578.109375
Iteration 222Q: 21 clusters Score -2.134317e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 59448 members 
Mstep: Class 4 contains 6957 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 3679 members 
Mstep: Class 7 contains 6748 members 
Mstep: Class 8 contains 17714 members 
Mstep: Class 9 contains 8447 members 
Mstep: Class 10 contains 87059 members 
Mstep: Class 11 contains 59317 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 4753 members 
Mstep: Class 14 contains 11775 members 
Mstep: Class 15 contains 4985 members 
Mstep: Class 16 contains 41768 members 
Mstep: Class 17 contains 8488 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1501 members 
Mstep: Class 20 contains 9337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343274.000000 Penalty: 41578.109375
Iteration 223Q: 21 clusters Score -2.134327e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 7289 members 
Mstep: Class 3 contains 59365 members 
Mstep: Class 4 contains 6963 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 3678 members 
Mstep: Class 7 contains 6748 members 
Mstep: Class 8 contains 17691 members 
Mstep: Class 9 contains 8445 members 
Mstep: Class 10 contains 87059 members 
Mstep: Class 11 contains 59317 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 4753 members 
Mstep: Class 14 contains 11773 members 
Mstep: Class 15 contains 5041 members 
Mstep: Class 16 contains 41795 members 
Mstep: Class 17 contains 8486 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1501 members 
Mstep: Class 20 contains 9357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343234.000000 Penalty: 41578.109375
Iteration 224Q: 21 clusters Score -2.134323e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 59297 members 
Mstep: Class 4 contains 6970 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3677 members 
Mstep: Class 7 contains 6748 members 
Mstep: Class 8 contains 17658 members 
Mstep: Class 9 contains 8443 members 
Mstep: Class 10 contains 87050 members 
Mstep: Class 11 contains 59317 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 4750 members 
Mstep: Class 14 contains 11774 members 
Mstep: Class 15 contains 5092 members 
Mstep: Class 16 contains 41831 members 
Mstep: Class 17 contains 8477 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1501 members 
Mstep: Class 20 contains 9386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343310.000000 Penalty: 41578.109375
Iteration 225Q: 21 clusters Score -2.134331e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 59228 members 
Mstep: Class 4 contains 6980 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3674 members 
Mstep: Class 7 contains 6748 members 
Mstep: Class 8 contains 17626 members 
Mstep: Class 9 contains 8440 members 
Mstep: Class 10 contains 87053 members 
Mstep: Class 11 contains 59311 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 11774 members 
Mstep: Class 15 contains 5147 members 
Mstep: Class 16 contains 41861 members 
Mstep: Class 17 contains 8469 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1501 members 
Mstep: Class 20 contains 9404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343314.000000 Penalty: 41578.109375
Iteration 226Q: 21 clusters Score -2.134331e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 7299 members 
Mstep: Class 3 contains 59171 members 
Mstep: Class 4 contains 6987 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3676 members 
Mstep: Class 7 contains 6747 members 
Mstep: Class 8 contains 17602 members 
Mstep: Class 9 contains 8438 members 
Mstep: Class 10 contains 87054 members 
Mstep: Class 11 contains 59309 members 
Mstep: Class 12 contains 2025 members 
Mstep: Class 13 contains 4740 members 
Mstep: Class 14 contains 11772 members 
Mstep: Class 15 contains 5198 members 
Mstep: Class 16 contains 41890 members 
Mstep: Class 17 contains 8464 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 9417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343314.000000 Penalty: 41578.109375
Iteration 227Q: 21 clusters Score -2.134331e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 7302 members 
Mstep: Class 3 contains 59114 members 
Mstep: Class 4 contains 6994 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3676 members 
Mstep: Class 7 contains 6746 members 
Mstep: Class 8 contains 17577 members 
Mstep: Class 9 contains 8435 members 
Mstep: Class 10 contains 87062 members 
Mstep: Class 11 contains 59304 members 
Mstep: Class 12 contains 2027 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 11775 members 
Mstep: Class 15 contains 5240 members 
Mstep: Class 16 contains 41919 members 
Mstep: Class 17 contains 8456 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 9428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343408.000000 Penalty: 41578.109375
Iteration 228Q: 21 clusters Score -2.134341e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 7303 members 
Mstep: Class 3 contains 59081 members 
Mstep: Class 4 contains 7004 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3677 members 
Mstep: Class 7 contains 6749 members 
Mstep: Class 8 contains 17557 members 
Mstep: Class 9 contains 8430 members 
Mstep: Class 10 contains 87052 members 
Mstep: Class 11 contains 59289 members 
Mstep: Class 12 contains 2029 members 
Mstep: Class 13 contains 4741 members 
Mstep: Class 14 contains 11777 members 
Mstep: Class 15 contains 5279 members 
Mstep: Class 16 contains 41956 members 
Mstep: Class 17 contains 8446 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 9437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343396.000000 Penalty: 41578.109375
Iteration 229Q: 21 clusters Score -2.13434e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 59043 members 
Mstep: Class 4 contains 7011 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3676 members 
Mstep: Class 7 contains 6753 members 
Mstep: Class 8 contains 17533 members 
Mstep: Class 9 contains 8429 members 
Mstep: Class 10 contains 87049 members 
Mstep: Class 11 contains 59274 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 11780 members 
Mstep: Class 15 contains 5318 members 
Mstep: Class 16 contains 42003 members 
Mstep: Class 17 contains 8432 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 9449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343354.000000 Penalty: 41578.109375
Iteration 230Q: 21 clusters Score -2.134335e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 59015 members 
Mstep: Class 4 contains 7014 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3677 members 
Mstep: Class 7 contains 6758 members 
Mstep: Class 8 contains 17514 members 
Mstep: Class 9 contains 8424 members 
Mstep: Class 10 contains 87049 members 
Mstep: Class 11 contains 59258 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 4743 members 
Mstep: Class 14 contains 11784 members 
Mstep: Class 15 contains 5356 members 
Mstep: Class 16 contains 42037 members 
Mstep: Class 17 contains 8417 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 9456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343350.000000 Penalty: 41578.109375
Iteration 231Q: 21 clusters Score -2.134335e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 7298 members 
Mstep: Class 3 contains 58978 members 
Mstep: Class 4 contains 7017 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3677 members 
Mstep: Class 7 contains 6761 members 
Mstep: Class 8 contains 17498 members 
Mstep: Class 9 contains 8418 members 
Mstep: Class 10 contains 87048 members 
Mstep: Class 11 contains 59254 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 4744 members 
Mstep: Class 14 contains 11785 members 
Mstep: Class 15 contains 5393 members 
Mstep: Class 16 contains 42063 members 
Mstep: Class 17 contains 8410 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 9463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343360.000000 Penalty: 41578.109375
Iteration 232Q: 21 clusters Score -2.134336e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 7295 members 
Mstep: Class 3 contains 58950 members 
Mstep: Class 4 contains 7020 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3676 members 
Mstep: Class 7 contains 6763 members 
Mstep: Class 8 contains 17480 members 
Mstep: Class 9 contains 8418 members 
Mstep: Class 10 contains 87039 members 
Mstep: Class 11 contains 59251 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 11786 members 
Mstep: Class 15 contains 5420 members 
Mstep: Class 16 contains 42092 members 
Mstep: Class 17 contains 8407 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 9464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343364.000000 Penalty: 41578.109375
Iteration 233Q: 21 clusters Score -2.134336e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 7296 members 
Mstep: Class 3 contains 58929 members 
Mstep: Class 4 contains 7021 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3676 members 
Mstep: Class 7 contains 6765 members 
Mstep: Class 8 contains 17469 members 
Mstep: Class 9 contains 8414 members 
Mstep: Class 10 contains 87033 members 
Mstep: Class 11 contains 59238 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 4745 members 
Mstep: Class 14 contains 11787 members 
Mstep: Class 15 contains 5447 members 
Mstep: Class 16 contains 42123 members 
Mstep: Class 17 contains 8402 members 
Mstep: Class 18 contains 473 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 9468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343378.000000 Penalty: 41578.109375
Iteration 234Q: 21 clusters Score -2.134338e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 58914 members 
Mstep: Class 4 contains 7024 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3674 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 17453 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 87032 members 
Mstep: Class 11 contains 59227 members 
Mstep: Class 12 contains 2027 members 
Mstep: Class 13 contains 4743 members 
Mstep: Class 14 contains 11787 members 
Mstep: Class 15 contains 5471 members 
Mstep: Class 16 contains 42148 members 
Mstep: Class 17 contains 8393 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 9474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343406.000000 Penalty: 41578.109375
Iteration 235Q: 21 clusters Score -2.134341e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 58890 members 
Mstep: Class 4 contains 7026 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3674 members 
Mstep: Class 7 contains 6777 members 
Mstep: Class 8 contains 17438 members 
Mstep: Class 9 contains 8410 members 
Mstep: Class 10 contains 87037 members 
Mstep: Class 11 contains 59208 members 
Mstep: Class 12 contains 2027 members 
Mstep: Class 13 contains 4740 members 
Mstep: Class 14 contains 11788 members 
Mstep: Class 15 contains 5495 members 
Mstep: Class 16 contains 42171 members 
Mstep: Class 17 contains 8390 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 9483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343436.000000 Penalty: 41578.109375
Iteration 236Q: 21 clusters Score -2.134344e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 58877 members 
Mstep: Class 4 contains 7026 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3673 members 
Mstep: Class 7 contains 6779 members 
Mstep: Class 8 contains 17423 members 
Mstep: Class 9 contains 8408 members 
Mstep: Class 10 contains 87034 members 
Mstep: Class 11 contains 59197 members 
Mstep: Class 12 contains 2027 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 11788 members 
Mstep: Class 15 contains 5516 members 
Mstep: Class 16 contains 42188 members 
Mstep: Class 17 contains 8388 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 9487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343438.000000 Penalty: 41578.109375
Iteration 237Q: 21 clusters Score -2.134344e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 58869 members 
Mstep: Class 4 contains 7029 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3673 members 
Mstep: Class 7 contains 6778 members 
Mstep: Class 8 contains 17407 members 
Mstep: Class 9 contains 8401 members 
Mstep: Class 10 contains 87031 members 
Mstep: Class 11 contains 59191 members 
Mstep: Class 12 contains 2027 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 11788 members 
Mstep: Class 15 contains 5533 members 
Mstep: Class 16 contains 42199 members 
Mstep: Class 17 contains 8383 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 9498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343446.000000 Penalty: 41578.109375
Iteration 238Q: 21 clusters Score -2.134345e+07 nChanged 101
Entering ConstructFrom: 
Score: -21343446.000000 Penalty: 41578.109375
Entering ConstructFrom: 
Trying to split cluster 1 (16758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Entering Unmasked Estep 
Score: -993646.125000 Penalty: 1580.577515
	Iteration 0F: 2 clusters Score -993646.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -982152.812500 Penalty: 3161.155029
	Iteration 0F: 3 clusters Score -982152.8 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -986532.062500 Penalty: 3161.155029
	Iteration 1F: 3 clusters Score -986532.1 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -987500.750000 Penalty: 3161.155029
	Iteration 2F: 3 clusters Score -987500.8 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -988724.812500 Penalty: 3161.155029
	Iteration 3F: 3 clusters Score -988724.8 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -989852.562500 Penalty: 3161.155029
	Iteration 4F: 3 clusters Score -989852.6 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -990779.937500 Penalty: 3161.155029
	Iteration 5F: 3 clusters Score -990779.9 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -991446.375000 Penalty: 3161.155029
	Iteration 6F: 3 clusters Score -991446.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -991957.250000 Penalty: 3161.155029
	Iteration 7Q: 3 clusters Score -991957.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -992314.500000 Penalty: 3161.155029
	Iteration 8Q: 3 clusters Score -992314.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -992568.937500 Penalty: 3161.155029
	Iteration 9Q: 3 clusters Score -992568.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -992737.062500 Penalty: 3161.155029
	Iteration 10Q: 3 clusters Score -992737.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -992851.750000 Penalty: 3161.155029
	Iteration 11Q: 3 clusters Score -992851.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -992953.937500 Penalty: 3161.155029
	Iteration 12Q: 3 clusters Score -992953.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -993027.000000 Penalty: 3161.155029
	Iteration 13Q: 3 clusters Score -993027 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -993092.000000 Penalty: 3161.155029
	Iteration 14Q: 3 clusters Score -993092 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -993142.000000 Penalty: 3161.155029
	Iteration 15Q: 3 clusters Score -993142 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -993194.437500 Penalty: 3161.155029
	Iteration 16Q: 3 clusters Score -993194.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -993237.125000 Penalty: 3161.155029
	Iteration 17Q: 3 clusters Score -993237.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -993270.250000 Penalty: 3161.155029
	Iteration 18Q: 3 clusters Score -993270.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -993300.687500 Penalty: 3161.155029
	Iteration 19Q: 3 clusters Score -993300.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -993329.625000 Penalty: 3161.155029
	Iteration 20F: 3 clusters Score -993329.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -993350.250000 Penalty: 3161.155029
	Iteration 21Q: 3 clusters Score -993350.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -993370.812500 Penalty: 3161.155029
	Iteration 22Q: 3 clusters Score -993370.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -993380.125000 Penalty: 3161.155029
	Iteration 23Q: 3 clusters Score -993380.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -993386.500000 Penalty: 3161.155029
	Iteration 24Q: 3 clusters Score -993386.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -993389.062500 Penalty: 3161.155029
	Iteration 25Q: 3 clusters Score -993389.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -993394.750000 Penalty: 3161.155029
	Iteration 26Q: 3 clusters Score -993394.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -993399.375000 Penalty: 3161.155029
	Iteration 27Q: 3 clusters Score -993399.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -993401.625000 Penalty: 3161.155029
	Iteration 28Q: 3 clusters Score -993401.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -993401.312500 Penalty: 3161.155029
	Iteration 29Q: 3 clusters Score -993401.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -993405.500000 Penalty: 3161.155029
	Iteration 30Q: 3 clusters Score -993405.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -993405.500000 Penalty: 3161.155029
	Iteration 31Q: 3 clusters Score -993405.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -993409.312500 Penalty: 3161.155029
	Iteration 32Q: 3 clusters Score -993409.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -993408.812500 Penalty: 3161.155029
	Iteration 33Q: 3 clusters Score -993408.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -993409.312500 Penalty: 3161.155029
	Iteration 34Q: 3 clusters Score -993409.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -993409.000000 Penalty: 3161.155029
	Iteration 35Q: 3 clusters Score -993409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -993410.750000 Penalty: 3161.155029
	Iteration 36Q: 3 clusters Score -993410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -993411.062500 Penalty: 3161.155029
	Iteration 37Q: 3 clusters Score -993411.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -993412.125000 Penalty: 3161.155029
	Iteration 38Q: 3 clusters Score -993412.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -993414.187500 Penalty: 3161.155029
	Iteration 39Q: 3 clusters Score -993414.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -993413.875000 Penalty: 3161.155029
	Iteration 40F: 3 clusters Score -993413.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -993412.812500 Penalty: 3161.155029
	Iteration 41Q: 3 clusters Score -993412.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -993412.250000 Penalty: 3161.155029
	Iteration 42Q: 3 clusters Score -993412.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -993412.250000 Penalty: 3161.155029
	Iteration 43F: 3 clusters Score -993412.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Entering Unmasked Estep 
Score: -447598.875000 Penalty: 1445.361694
	Iteration 0F: 2 clusters Score -447598.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -442201.437500 Penalty: 2890.723389
	Iteration 0F: 3 clusters Score -442201.4 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -443730.312500 Penalty: 2890.723389
	Iteration 1F: 3 clusters Score -443730.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -443919.000000 Penalty: 2890.723389
	Iteration 2F: 3 clusters Score -443919 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -444062.281250 Penalty: 2890.723389
	Iteration 3Q: 3 clusters Score -444062.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -444175.343750 Penalty: 2890.723389
	Iteration 4Q: 3 clusters Score -444175.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -444265.218750 Penalty: 2890.723389
	Iteration 5Q: 3 clusters Score -444265.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -444350.625000 Penalty: 2890.723389
	Iteration 6Q: 3 clusters Score -444350.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -444419.250000 Penalty: 2890.723389
	Iteration 7Q: 3 clusters Score -444419.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -444488.406250 Penalty: 2890.723389
	Iteration 8Q: 3 clusters Score -444488.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -444555.375000 Penalty: 2890.723389
	Iteration 9Q: 3 clusters Score -444555.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -444612.406250 Penalty: 2890.723389
	Iteration 10Q: 3 clusters Score -444612.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -444669.187500 Penalty: 2890.723389
	Iteration 11Q: 3 clusters Score -444669.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -444728.906250 Penalty: 2890.723389
	Iteration 12Q: 3 clusters Score -444728.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -444794.031250 Penalty: 2890.723389
	Iteration 13Q: 3 clusters Score -444794 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -444869.156250 Penalty: 2890.723389
	Iteration 14Q: 3 clusters Score -444869.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -444943.531250 Penalty: 2890.723389
	Iteration 15Q: 3 clusters Score -444943.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -445022.750000 Penalty: 2890.723389
	Iteration 16Q: 3 clusters Score -445022.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -445107.437500 Penalty: 2890.723389
	Iteration 17Q: 3 clusters Score -445107.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -445190.812500 Penalty: 2890.723389
	Iteration 18Q: 3 clusters Score -445190.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -445270.875000 Penalty: 2890.723389
	Iteration 19Q: 3 clusters Score -445270.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -445369.125000 Penalty: 2890.723389
	Iteration 20F: 3 clusters Score -445369.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -445489.250000 Penalty: 2890.723389
	Iteration 21Q: 3 clusters Score -445489.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -445594.875000 Penalty: 2890.723389
	Iteration 22Q: 3 clusters Score -445594.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -445681.281250 Penalty: 2890.723389
	Iteration 23Q: 3 clusters Score -445681.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -445775.687500 Penalty: 2890.723389
	Iteration 24Q: 3 clusters Score -445775.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -445846.750000 Penalty: 2890.723389
	Iteration 25Q: 3 clusters Score -445846.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -445908.812500 Penalty: 2890.723389
	Iteration 26Q: 3 clusters Score -445908.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -445970.593750 Penalty: 2890.723389
	Iteration 27Q: 3 clusters Score -445970.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -446016.187500 Penalty: 2890.723389
	Iteration 28Q: 3 clusters Score -446016.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -446065.156250 Penalty: 2890.723389
	Iteration 29Q: 3 clusters Score -446065.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -446101.031250 Penalty: 2890.723389
	Iteration 30Q: 3 clusters Score -446101 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -446123.718750 Penalty: 2890.723389
	Iteration 31Q: 3 clusters Score -446123.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -446141.562500 Penalty: 2890.723389
	Iteration 32Q: 3 clusters Score -446141.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -446153.718750 Penalty: 2890.723389
	Iteration 33Q: 3 clusters Score -446153.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -446163.218750 Penalty: 2890.723389
	Iteration 34Q: 3 clusters Score -446163.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -446170.593750 Penalty: 2890.723389
	Iteration 35Q: 3 clusters Score -446170.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -446180.968750 Penalty: 2890.723389
	Iteration 36Q: 3 clusters Score -446181 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -446185.531250 Penalty: 2890.723389
	Iteration 37Q: 3 clusters Score -446185.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -446189.312500 Penalty: 2890.723389
	Iteration 38Q: 3 clusters Score -446189.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -446195.406250 Penalty: 2890.723389
	Iteration 39Q: 3 clusters Score -446195.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -446205.531250 Penalty: 2890.723389
	Iteration 40F: 3 clusters Score -446205.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -446212.343750 Penalty: 2890.723389
	Iteration 41Q: 3 clusters Score -446212.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -446223.312500 Penalty: 2890.723389
	Iteration 42Q: 3 clusters Score -446223.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -446230.875000 Penalty: 2890.723389
	Iteration 43Q: 3 clusters Score -446230.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -446236.500000 Penalty: 2890.723389
	Iteration 44Q: 3 clusters Score -446236.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -446242.812500 Penalty: 2890.723389
	Iteration 45Q: 3 clusters Score -446242.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -446247.125000 Penalty: 2890.723389
	Iteration 46Q: 3 clusters Score -446247.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -446254.062500 Penalty: 2890.723389
	Iteration 47Q: 3 clusters Score -446254.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -446258.656250 Penalty: 2890.723389
	Iteration 48Q: 3 clusters Score -446258.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -446264.875000 Penalty: 2890.723389
	Iteration 49Q: 3 clusters Score -446264.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -446271.937500 Penalty: 2890.723389
	Iteration 50Q: 3 clusters Score -446271.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -446280.343750 Penalty: 2890.723389
	Iteration 51Q: 3 clusters Score -446280.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -446284.562500 Penalty: 2890.723389
	Iteration 52Q: 3 clusters Score -446284.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -446291.375000 Penalty: 2890.723389
	Iteration 53Q: 3 clusters Score -446291.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -446292.062500 Penalty: 2890.723389
	Iteration 54Q: 3 clusters Score -446292.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -446293.031250 Penalty: 2890.723389
	Iteration 55Q: 3 clusters Score -446293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -446294.750000 Penalty: 2890.723389
	Iteration 56Q: 3 clusters Score -446294.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -446295.531250 Penalty: 2890.723389
	Iteration 57Q: 3 clusters Score -446295.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -446296.093750 Penalty: 2890.723389
	Iteration 58Q: 3 clusters Score -446296.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -446297.156250 Penalty: 2890.723389
	Iteration 59Q: 3 clusters Score -446297.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -446297.687500 Penalty: 2890.723389
	Iteration 60F: 3 clusters Score -446297.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -446298.687500 Penalty: 2890.723389
	Iteration 61Q: 3 clusters Score -446298.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -446300.250000 Penalty: 2890.723389
	Iteration 62Q: 3 clusters Score -446300.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -446302.500000 Penalty: 2890.723389
	Iteration 63Q: 3 clusters Score -446302.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -446303.062500 Penalty: 2890.723389
	Iteration 64Q: 3 clusters Score -446303.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -446304.093750 Penalty: 2890.723389
	Iteration 65Q: 3 clusters Score -446304.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -446305.625000 Penalty: 2890.723389
	Iteration 66Q: 3 clusters Score -446305.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -446307.906250 Penalty: 2890.723389
	Iteration 67Q: 3 clusters Score -446307.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -446307.906250 Penalty: 2890.723389
	Iteration 68Q: 3 clusters Score -446307.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -446309.093750 Penalty: 2890.723389
	Iteration 69Q: 3 clusters Score -446309.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -446310.218750 Penalty: 2890.723389
	Iteration 70Q: 3 clusters Score -446310.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -446310.156250 Penalty: 2890.723389
	Iteration 71Q: 3 clusters Score -446310.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -446310.593750 Penalty: 2890.723389
	Iteration 72Q: 3 clusters Score -446310.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -446311.218750 Penalty: 2890.723389
	Iteration 73Q: 3 clusters Score -446311.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -446311.406250 Penalty: 2890.723389
	Iteration 74Q: 3 clusters Score -446311.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -446311.406250 Penalty: 2890.723389
	Iteration 75F: 3 clusters Score -446311.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (58863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58863 members 
Entering Unmasked Estep 
Score: -3599773.500000 Penalty: 1784.732300
	Iteration 0F: 2 clusters Score -3599774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -3560600.000000 Penalty: 3569.464600
	Iteration 0F: 3 clusters Score -3560600 nChanged 27681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -3576327.750000 Penalty: 3569.464600
	Iteration 1F: 3 clusters Score -3576328 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -3577098.750000 Penalty: 3569.464600
	Iteration 2Q: 3 clusters Score -3577099 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -3578203.000000 Penalty: 3569.464600
	Iteration 3Q: 3 clusters Score -3578203 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -3579806.250000 Penalty: 3569.464600
	Iteration 4F: 3 clusters Score -3579806 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -3582156.250000 Penalty: 3569.464600
	Iteration 5F: 3 clusters Score -3582156 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -3585522.000000 Penalty: 3569.464600
	Iteration 6F: 3 clusters Score -3585522 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -3589516.250000 Penalty: 3569.464600
	Iteration 7F: 3 clusters Score -3589516 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -3593311.000000 Penalty: 3569.464600
	Iteration 8F: 3 clusters Score -3593311 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 56313 members 
Entering Unmasked Estep 
Score: -3595908.500000 Penalty: 3569.464600
	Iteration 9Q: 3 clusters Score -3595908 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 57785 members 
Entering Unmasked Estep 
Score: -3597240.250000 Penalty: 3569.464600
	Iteration 10Q: 3 clusters Score -3597240 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 58394 members 
Entering Unmasked Estep 
Score: -3597788.250000 Penalty: 3569.464600
	Iteration 11Q: 3 clusters Score -3597788 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 58590 members 
Entering Unmasked Estep 
Score: -3598006.750000 Penalty: 3569.464600
	Iteration 12Q: 3 clusters Score -3598007 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 58645 members 
Entering Unmasked Estep 
Score: -3598078.000000 Penalty: 3569.464600
	Iteration 13Q: 3 clusters Score -3598078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 58672 members 
Entering Unmasked Estep 
Score: -3598120.750000 Penalty: 3569.464600
	Iteration 14Q: 3 clusters Score -3598121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 58688 members 
Entering Unmasked Estep 
Score: -3598157.500000 Penalty: 3569.464600
	Iteration 15Q: 3 clusters Score -3598158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 58692 members 
Entering Unmasked Estep 
Score: -3598175.250000 Penalty: 3569.464600
	Iteration 16Q: 3 clusters Score -3598175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 58695 members 
Entering Unmasked Estep 
Score: -3598185.750000 Penalty: 3569.464600
	Iteration 17Q: 3 clusters Score -3598186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 58696 members 
Entering Unmasked Estep 
Score: -3598199.000000 Penalty: 3569.464600
	Iteration 18Q: 3 clusters Score -3598199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 58698 members 
Entering Unmasked Estep 
Score: -3598201.000000 Penalty: 3569.464600
	Iteration 19Q: 3 clusters Score -3598201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 58699 members 
Entering Unmasked Estep 
Score: -3598205.250000 Penalty: 3569.464600
	Iteration 20F: 3 clusters Score -3598205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 58699 members 
Entering Unmasked Estep 
Score: -3598206.750000 Penalty: 3569.464600
	Iteration 21Q: 3 clusters Score -3598207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 58696 members 
Entering Unmasked Estep 
Score: -3598209.000000 Penalty: 3569.464600
	Iteration 22Q: 3 clusters Score -3598209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 58695 members 
Entering Unmasked Estep 
Score: -3598213.750000 Penalty: 3569.464600
	Iteration 23Q: 3 clusters Score -3598214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 58695 members 
Entering Unmasked Estep 
Score: -3598216.500000 Penalty: 3569.464600
	Iteration 24Q: 3 clusters Score -3598216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -3598220.500000 Penalty: 3569.464600
	Iteration 25Q: 3 clusters Score -3598220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -3598220.500000 Penalty: 3569.464600
	Iteration 26F: 3 clusters Score -3598220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Entering Unmasked Estep 
Score: -405307.781250 Penalty: 1439.484985
	Iteration 0F: 2 clusters Score -405307.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -400081.312500 Penalty: 2878.969971
	Iteration 0F: 3 clusters Score -400081.3 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -401793.156250 Penalty: 2878.969971
	Iteration 1F: 3 clusters Score -401793.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -402115.968750 Penalty: 2878.969971
	Iteration 2F: 3 clusters Score -402116 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -402418.281250 Penalty: 2878.969971
	Iteration 3F: 3 clusters Score -402418.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -402735.968750 Penalty: 2878.969971
	Iteration 4F: 3 clusters Score -402736 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -403068.468750 Penalty: 2878.969971
	Iteration 5F: 3 clusters Score -403068.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -403322.468750 Penalty: 2878.969971
	Iteration 6F: 3 clusters Score -403322.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -403528.000000 Penalty: 2878.969971
	Iteration 7Q: 3 clusters Score -403528 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -403730.937500 Penalty: 2878.969971
	Iteration 8Q: 3 clusters Score -403730.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -403905.968750 Penalty: 2878.969971
	Iteration 9Q: 3 clusters Score -403906 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -404076.812500 Penalty: 2878.969971
	Iteration 10Q: 3 clusters Score -404076.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -404224.500000 Penalty: 2878.969971
	Iteration 11Q: 3 clusters Score -404224.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -404406.656250 Penalty: 2878.969971
	Iteration 12Q: 3 clusters Score -404406.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -404592.062500 Penalty: 2878.969971
	Iteration 13Q: 3 clusters Score -404592.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -404755.875000 Penalty: 2878.969971
	Iteration 14Q: 3 clusters Score -404755.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -404867.843750 Penalty: 2878.969971
	Iteration 15Q: 3 clusters Score -404867.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -404930.187500 Penalty: 2878.969971
	Iteration 16Q: 3 clusters Score -404930.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -404966.968750 Penalty: 2878.969971
	Iteration 17Q: 3 clusters Score -404967 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -404982.312500 Penalty: 2878.969971
	Iteration 18Q: 3 clusters Score -404982.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -404991.406250 Penalty: 2878.969971
	Iteration 19Q: 3 clusters Score -404991.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -404995.343750 Penalty: 2878.969971
	Iteration 20F: 3 clusters Score -404995.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -405001.843750 Penalty: 2878.969971
	Iteration 21Q: 3 clusters Score -405001.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -405007.218750 Penalty: 2878.969971
	Iteration 22Q: 3 clusters Score -405007.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -405011.750000 Penalty: 2878.969971
	Iteration 23Q: 3 clusters Score -405011.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -405013.062500 Penalty: 2878.969971
	Iteration 24Q: 3 clusters Score -405013.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -405013.593750 Penalty: 2878.969971
	Iteration 25Q: 3 clusters Score -405013.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -405013.093750 Penalty: 2878.969971
	Iteration 26Q: 3 clusters Score -405013.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -405013.437500 Penalty: 2878.969971
	Iteration 27Q: 3 clusters Score -405013.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -405013.437500 Penalty: 2878.969971
	Iteration 28F: 3 clusters Score -405013.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -74263.734375 Penalty: 1153.082642
	Iteration 0F: 2 clusters Score -74263.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -72689.437500 Penalty: 2306.165283
	Iteration 0F: 3 clusters Score -72689.44 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -72969.375000 Penalty: 2306.165283
	Iteration 1F: 3 clusters Score -72969.38 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -73047.718750 Penalty: 2306.165283
	Iteration 2F: 3 clusters Score -73047.72 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -73086.335938 Penalty: 2306.165283
	Iteration 3Q: 3 clusters Score -73086.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -73115.406250 Penalty: 2306.165283
	Iteration 4Q: 3 clusters Score -73115.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -73134.101562 Penalty: 2306.165283
	Iteration 5Q: 3 clusters Score -73134.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -73148.742188 Penalty: 2306.165283
	Iteration 6Q: 3 clusters Score -73148.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -73160.093750 Penalty: 2306.165283
	Iteration 7Q: 3 clusters Score -73160.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -73165.359375 Penalty: 2306.165283
	Iteration 8Q: 3 clusters Score -73165.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -73168.242188 Penalty: 2306.165283
	Iteration 9Q: 3 clusters Score -73168.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -73171.109375 Penalty: 2306.165283
	Iteration 10Q: 3 clusters Score -73171.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -73174.570312 Penalty: 2306.165283
	Iteration 11Q: 3 clusters Score -73174.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -73177.687500 Penalty: 2306.165283
	Iteration 12Q: 3 clusters Score -73177.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -73178.453125 Penalty: 2306.165283
	Iteration 13Q: 3 clusters Score -73178.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -73179.125000 Penalty: 2306.165283
	Iteration 14Q: 3 clusters Score -73179.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -73181.046875 Penalty: 2306.165283
	Iteration 15Q: 3 clusters Score -73181.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -73183.187500 Penalty: 2306.165283
	Iteration 16Q: 3 clusters Score -73183.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -73187.304688 Penalty: 2306.165283
	Iteration 17Q: 3 clusters Score -73187.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -73191.960938 Penalty: 2306.165283
	Iteration 18Q: 3 clusters Score -73191.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -73195.531250 Penalty: 2306.165283
	Iteration 19Q: 3 clusters Score -73195.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -73197.703125 Penalty: 2306.165283
	Iteration 20F: 3 clusters Score -73197.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -73197.953125 Penalty: 2306.165283
	Iteration 21Q: 3 clusters Score -73197.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -73199.187500 Penalty: 2306.165283
	Iteration 22Q: 3 clusters Score -73199.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -73200.335938 Penalty: 2306.165283
	Iteration 23Q: 3 clusters Score -73200.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -73202.304688 Penalty: 2306.165283
	Iteration 24Q: 3 clusters Score -73202.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -73204.921875 Penalty: 2306.165283
	Iteration 25Q: 3 clusters Score -73204.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -73207.421875 Penalty: 2306.165283
	Iteration 26Q: 3 clusters Score -73207.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -73209.273438 Penalty: 2306.165283
	Iteration 27Q: 3 clusters Score -73209.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -73212.382812 Penalty: 2306.165283
	Iteration 28Q: 3 clusters Score -73212.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -73214.257812 Penalty: 2306.165283
	Iteration 29Q: 3 clusters Score -73214.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -73215.578125 Penalty: 2306.165283
	Iteration 30Q: 3 clusters Score -73215.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -73216.320312 Penalty: 2306.165283
	Iteration 31Q: 3 clusters Score -73216.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -73216.882812 Penalty: 2306.165283
	Iteration 32Q: 3 clusters Score -73216.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -73217.781250 Penalty: 2306.165283
	Iteration 33Q: 3 clusters Score -73217.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -73218.757812 Penalty: 2306.165283
	Iteration 34Q: 3 clusters Score -73218.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73220.007812 Penalty: 2306.165283
	Iteration 35Q: 3 clusters Score -73220.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73220.007812 Penalty: 2306.165283
	Iteration 36F: 3 clusters Score -73220.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Entering Unmasked Estep 
Score: -212084.296875 Penalty: 1333.924194
	Iteration 0F: 2 clusters Score -212084.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -208968.640625 Penalty: 2667.848389
	Iteration 0F: 3 clusters Score -208968.6 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -209860.921875 Penalty: 2667.848389
	Iteration 1F: 3 clusters Score -209860.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -210125.968750 Penalty: 2667.848389
	Iteration 2F: 3 clusters Score -210126 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -210367.078125 Penalty: 2667.848389
	Iteration 3F: 3 clusters Score -210367.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -210571.687500 Penalty: 2667.848389
	Iteration 4F: 3 clusters Score -210571.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -210796.156250 Penalty: 2667.848389
	Iteration 5F: 3 clusters Score -210796.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -211013.984375 Penalty: 2667.848389
	Iteration 6F: 3 clusters Score -211014 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -211220.343750 Penalty: 2667.848389
	Iteration 7F: 3 clusters Score -211220.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -211361.078125 Penalty: 2667.848389
	Iteration 8Q: 3 clusters Score -211361.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -211452.140625 Penalty: 2667.848389
	Iteration 9Q: 3 clusters Score -211452.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -211503.515625 Penalty: 2667.848389
	Iteration 10Q: 3 clusters Score -211503.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -211538.937500 Penalty: 2667.848389
	Iteration 11Q: 3 clusters Score -211538.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -211572.812500 Penalty: 2667.848389
	Iteration 12Q: 3 clusters Score -211572.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -211605.343750 Penalty: 2667.848389
	Iteration 13Q: 3 clusters Score -211605.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -211636.968750 Penalty: 2667.848389
	Iteration 14Q: 3 clusters Score -211637 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -211665.218750 Penalty: 2667.848389
	Iteration 15Q: 3 clusters Score -211665.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -211689.781250 Penalty: 2667.848389
	Iteration 16Q: 3 clusters Score -211689.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -211711.750000 Penalty: 2667.848389
	Iteration 17Q: 3 clusters Score -211711.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -211729.484375 Penalty: 2667.848389
	Iteration 18Q: 3 clusters Score -211729.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -211738.843750 Penalty: 2667.848389
	Iteration 19Q: 3 clusters Score -211738.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -211746.578125 Penalty: 2667.848389
	Iteration 20F: 3 clusters Score -211746.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -211754.515625 Penalty: 2667.848389
	Iteration 21Q: 3 clusters Score -211754.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -211763.593750 Penalty: 2667.848389
	Iteration 22Q: 3 clusters Score -211763.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -211770.640625 Penalty: 2667.848389
	Iteration 23Q: 3 clusters Score -211770.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -211778.453125 Penalty: 2667.848389
	Iteration 24Q: 3 clusters Score -211778.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -211781.531250 Penalty: 2667.848389
	Iteration 25Q: 3 clusters Score -211781.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -211783.281250 Penalty: 2667.848389
	Iteration 26Q: 3 clusters Score -211783.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -211784.343750 Penalty: 2667.848389
	Iteration 27Q: 3 clusters Score -211784.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -211784.593750 Penalty: 2667.848389
	Iteration 28Q: 3 clusters Score -211784.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -211785.078125 Penalty: 2667.848389
	Iteration 29Q: 3 clusters Score -211785.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -211785.093750 Penalty: 2667.848389
	Iteration 30Q: 3 clusters Score -211785.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -211785.578125 Penalty: 2667.848389
	Iteration 31Q: 3 clusters Score -211785.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -211785.656250 Penalty: 2667.848389
	Iteration 32Q: 3 clusters Score -211785.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -211785.390625 Penalty: 2667.848389
	Iteration 33Q: 3 clusters Score -211785.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -211785.921875 Penalty: 2667.848389
	Iteration 34Q: 3 clusters Score -211785.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -211786.234375 Penalty: 2667.848389
	Iteration 35Q: 3 clusters Score -211786.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -211786.531250 Penalty: 2667.848389
	Iteration 36Q: 3 clusters Score -211786.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -211786.859375 Penalty: 2667.848389
	Iteration 37Q: 3 clusters Score -211786.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -211786.734375 Penalty: 2667.848389
	Iteration 38Q: 3 clusters Score -211786.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -211787.046875 Penalty: 2667.848389
	Iteration 39Q: 3 clusters Score -211787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -211788.265625 Penalty: 2667.848389
	Iteration 40F: 3 clusters Score -211788.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -211790.000000 Penalty: 2667.848389
	Iteration 41Q: 3 clusters Score -211790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -211790.656250 Penalty: 2667.848389
	Iteration 42Q: 3 clusters Score -211790.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -211791.125000 Penalty: 2667.848389
	Iteration 43Q: 3 clusters Score -211791.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -211791.125000 Penalty: 2667.848389
	Iteration 44F: 3 clusters Score -211791.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Entering Unmasked Estep 
Score: -412439.468750 Penalty: 1433.531494
	Iteration 0F: 2 clusters Score -412439.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -407267.593750 Penalty: 2867.062988
	Iteration 0F: 3 clusters Score -407267.6 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -408834.906250 Penalty: 2867.062988
	Iteration 1F: 3 clusters Score -408834.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -409052.156250 Penalty: 2867.062988
	Iteration 2F: 3 clusters Score -409052.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -409229.750000 Penalty: 2867.062988
	Iteration 3F: 3 clusters Score -409229.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -409384.406250 Penalty: 2867.062988
	Iteration 4Q: 3 clusters Score -409384.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -409540.812500 Penalty: 2867.062988
	Iteration 5Q: 3 clusters Score -409540.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -409723.625000 Penalty: 2867.062988
	Iteration 6Q: 3 clusters Score -409723.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -409934.750000 Penalty: 2867.062988
	Iteration 7Q: 3 clusters Score -409934.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -410157.656250 Penalty: 2867.062988
	Iteration 8Q: 3 clusters Score -410157.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -410487.187500 Penalty: 2867.062988
	Iteration 9Q: 3 clusters Score -410487.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -410880.468750 Penalty: 2867.062988
	Iteration 10F: 3 clusters Score -410880.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -411266.500000 Penalty: 2867.062988
	Iteration 11Q: 3 clusters Score -411266.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -411522.250000 Penalty: 2867.062988
	Iteration 12Q: 3 clusters Score -411522.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -411734.218750 Penalty: 2867.062988
	Iteration 13Q: 3 clusters Score -411734.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -411855.406250 Penalty: 2867.062988
	Iteration 14Q: 3 clusters Score -411855.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -411920.968750 Penalty: 2867.062988
	Iteration 15Q: 3 clusters Score -411921 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -411953.593750 Penalty: 2867.062988
	Iteration 16Q: 3 clusters Score -411953.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -411977.250000 Penalty: 2867.062988
	Iteration 17Q: 3 clusters Score -411977.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -411994.375000 Penalty: 2867.062988
	Iteration 18Q: 3 clusters Score -411994.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -412006.375000 Penalty: 2867.062988
	Iteration 19Q: 3 clusters Score -412006.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -412014.718750 Penalty: 2867.062988
	Iteration 20F: 3 clusters Score -412014.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -412017.812500 Penalty: 2867.062988
	Iteration 21Q: 3 clusters Score -412017.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -412021.687500 Penalty: 2867.062988
	Iteration 22Q: 3 clusters Score -412021.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -412023.000000 Penalty: 2867.062988
	Iteration 23Q: 3 clusters Score -412023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -412022.781250 Penalty: 2867.062988
	Iteration 24Q: 3 clusters Score -412022.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -412024.250000 Penalty: 2867.062988
	Iteration 25Q: 3 clusters Score -412024.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -412024.218750 Penalty: 2867.062988
	Iteration 26Q: 3 clusters Score -412024.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -412024.812500 Penalty: 2867.062988
	Iteration 27Q: 3 clusters Score -412024.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -412024.968750 Penalty: 2867.062988
	Iteration 28Q: 3 clusters Score -412025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -412024.968750 Penalty: 2867.062988
	Iteration 29F: 3 clusters Score -412025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Entering Unmasked Estep 
Score: -1066557.875000 Penalty: 1586.583862
	Iteration 0F: 2 clusters Score -1066558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1054530.250000 Penalty: 3173.167725
	Iteration 0F: 3 clusters Score -1054530 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1059076.875000 Penalty: 3173.167725
	Iteration 1F: 3 clusters Score -1059077 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1059659.625000 Penalty: 3173.167725
	Iteration 2F: 3 clusters Score -1059660 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1060352.375000 Penalty: 3173.167725
	Iteration 3F: 3 clusters Score -1060352 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1061149.375000 Penalty: 3173.167725
	Iteration 4F: 3 clusters Score -1061149 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1062032.375000 Penalty: 3173.167725
	Iteration 5F: 3 clusters Score -1062032 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1062897.625000 Penalty: 3173.167725
	Iteration 6F: 3 clusters Score -1062898 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1063615.125000 Penalty: 3173.167725
	Iteration 7Q: 3 clusters Score -1063615 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1064150.375000 Penalty: 3173.167725
	Iteration 8Q: 3 clusters Score -1064150 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -1064503.625000 Penalty: 3173.167725
	Iteration 9Q: 3 clusters Score -1064504 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -1064721.750000 Penalty: 3173.167725
	Iteration 10Q: 3 clusters Score -1064722 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -1064895.750000 Penalty: 3173.167725
	Iteration 11Q: 3 clusters Score -1064896 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -1065014.375000 Penalty: 3173.167725
	Iteration 12Q: 3 clusters Score -1065014 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -1065080.875000 Penalty: 3173.167725
	Iteration 13Q: 3 clusters Score -1065081 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -1065123.125000 Penalty: 3173.167725
	Iteration 14Q: 3 clusters Score -1065123 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -1065147.375000 Penalty: 3173.167725
	Iteration 15Q: 3 clusters Score -1065147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -1065164.625000 Penalty: 3173.167725
	Iteration 16Q: 3 clusters Score -1065165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -1065173.625000 Penalty: 3173.167725
	Iteration 17Q: 3 clusters Score -1065174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -1065175.750000 Penalty: 3173.167725
	Iteration 18Q: 3 clusters Score -1065176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -1065178.625000 Penalty: 3173.167725
	Iteration 19Q: 3 clusters Score -1065179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -1065180.500000 Penalty: 3173.167725
	Iteration 20F: 3 clusters Score -1065180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -1065181.750000 Penalty: 3173.167725
	Iteration 21Q: 3 clusters Score -1065182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -1065183.250000 Penalty: 3173.167725
	Iteration 22Q: 3 clusters Score -1065183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -1065184.875000 Penalty: 3173.167725
	Iteration 23Q: 3 clusters Score -1065185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -1065184.875000 Penalty: 3173.167725
	Iteration 24F: 3 clusters Score -1065185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Entering Unmasked Estep 
Score: -498691.437500 Penalty: 1468.270508
	Iteration 0F: 2 clusters Score -498691.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -492451.968750 Penalty: 2936.541016
	Iteration 0F: 3 clusters Score -492452 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -494461.625000 Penalty: 2936.541016
	Iteration 1F: 3 clusters Score -494461.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -494882.062500 Penalty: 2936.541016
	Iteration 2F: 3 clusters Score -494882.1 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -495325.562500 Penalty: 2936.541016
	Iteration 3F: 3 clusters Score -495325.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -495818.531250 Penalty: 2936.541016
	Iteration 4F: 3 clusters Score -495818.5 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -496301.500000 Penalty: 2936.541016
	Iteration 5F: 3 clusters Score -496301.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -496647.218750 Penalty: 2936.541016
	Iteration 6F: 3 clusters Score -496647.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -496842.375000 Penalty: 2936.541016
	Iteration 7Q: 3 clusters Score -496842.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -496968.468750 Penalty: 2936.541016
	Iteration 8Q: 3 clusters Score -496968.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -497065.937500 Penalty: 2936.541016
	Iteration 9Q: 3 clusters Score -497065.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -497146.562500 Penalty: 2936.541016
	Iteration 10Q: 3 clusters Score -497146.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -497218.562500 Penalty: 2936.541016
	Iteration 11Q: 3 clusters Score -497218.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -497301.093750 Penalty: 2936.541016
	Iteration 12Q: 3 clusters Score -497301.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -497372.718750 Penalty: 2936.541016
	Iteration 13Q: 3 clusters Score -497372.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -497440.218750 Penalty: 2936.541016
	Iteration 14Q: 3 clusters Score -497440.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -497518.718750 Penalty: 2936.541016
	Iteration 15Q: 3 clusters Score -497518.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -497578.437500 Penalty: 2936.541016
	Iteration 16Q: 3 clusters Score -497578.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -497633.750000 Penalty: 2936.541016
	Iteration 17Q: 3 clusters Score -497633.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -497687.437500 Penalty: 2936.541016
	Iteration 18Q: 3 clusters Score -497687.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -497742.093750 Penalty: 2936.541016
	Iteration 19Q: 3 clusters Score -497742.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -497790.187500 Penalty: 2936.541016
	Iteration 20F: 3 clusters Score -497790.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -497840.843750 Penalty: 2936.541016
	Iteration 21Q: 3 clusters Score -497840.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -497886.906250 Penalty: 2936.541016
	Iteration 22Q: 3 clusters Score -497886.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -497928.593750 Penalty: 2936.541016
	Iteration 23Q: 3 clusters Score -497928.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -497954.687500 Penalty: 2936.541016
	Iteration 24Q: 3 clusters Score -497954.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -497968.562500 Penalty: 2936.541016
	Iteration 25Q: 3 clusters Score -497968.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -497977.343750 Penalty: 2936.541016
	Iteration 26Q: 3 clusters Score -497977.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -497982.812500 Penalty: 2936.541016
	Iteration 27Q: 3 clusters Score -497982.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -497987.187500 Penalty: 2936.541016
	Iteration 28Q: 3 clusters Score -497987.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -497993.812500 Penalty: 2936.541016
	Iteration 29Q: 3 clusters Score -497993.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -497997.718750 Penalty: 2936.541016
	Iteration 30Q: 3 clusters Score -497997.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -498001.343750 Penalty: 2936.541016
	Iteration 31Q: 3 clusters Score -498001.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -498005.812500 Penalty: 2936.541016
	Iteration 32Q: 3 clusters Score -498005.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -498007.593750 Penalty: 2936.541016
	Iteration 33Q: 3 clusters Score -498007.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -498008.812500 Penalty: 2936.541016
	Iteration 34Q: 3 clusters Score -498008.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -498011.125000 Penalty: 2936.541016
	Iteration 35Q: 3 clusters Score -498011.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -498011.156250 Penalty: 2936.541016
	Iteration 36Q: 3 clusters Score -498011.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -498011.156250 Penalty: 2936.541016
	Iteration 37F: 3 clusters Score -498011.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (87028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87028 members 
Entering Unmasked Estep 
Score: -5557851.000000 Penalty: 1848.272583
	Iteration 0F: 2 clusters Score -5557851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -5499878.000000 Penalty: 3696.545166
	Iteration 0F: 3 clusters Score -5499878 nChanged 41484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -5523997.000000 Penalty: 3696.545166
	Iteration 1F: 3 clusters Score -5523997 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -5525096.000000 Penalty: 3696.545166
	Iteration 2Q: 3 clusters Score -5525096 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -5526703.000000 Penalty: 3696.545166
	Iteration 3Q: 3 clusters Score -5526703 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55813 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -5529259.000000 Penalty: 3696.545166
	Iteration 4F: 3 clusters Score -5529259 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -5533504.500000 Penalty: 3696.545166
	Iteration 5F: 3 clusters Score -5533504 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68414 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -5539550.000000 Penalty: 3696.545166
	Iteration 6F: 3 clusters Score -5539550 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75296 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -5546275.500000 Penalty: 3696.545166
	Iteration 7F: 3 clusters Score -5546276 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -5551357.500000 Penalty: 3696.545166
	Iteration 8F: 3 clusters Score -5551358 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82994 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -5554278.500000 Penalty: 3696.545166
	Iteration 9Q: 3 clusters Score -5554278 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84098 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -5555640.500000 Penalty: 3696.545166
	Iteration 10Q: 3 clusters Score -5555640 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84586 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -5556162.500000 Penalty: 3696.545166
	Iteration 11Q: 3 clusters Score -5556162 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84880 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5556376.000000 Penalty: 3696.545166
	Iteration 12Q: 3 clusters Score -5556376 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85079 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -5556516.000000 Penalty: 3696.545166
	Iteration 13Q: 3 clusters Score -5556516 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85210 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5556597.500000 Penalty: 3696.545166
	Iteration 14Q: 3 clusters Score -5556598 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85309 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5556633.500000 Penalty: 3696.545166
	Iteration 15Q: 3 clusters Score -5556634 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85386 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5556682.000000 Penalty: 3696.545166
	Iteration 16Q: 3 clusters Score -5556682 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85425 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5556682.000000 Penalty: 3696.545166
	Iteration 17Q: 3 clusters Score -5556682 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85447 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5556687.500000 Penalty: 3696.545166
	Iteration 18Q: 3 clusters Score -5556688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85469 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5556693.500000 Penalty: 3696.545166
	Iteration 19Q: 3 clusters Score -5556694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85502 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5556713.000000 Penalty: 3696.545166
	Iteration 20F: 3 clusters Score -5556713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85520 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5556713.000000 Penalty: 3696.545166
	Iteration 21Q: 3 clusters Score -5556713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85535 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5556717.000000 Penalty: 3696.545166
	Iteration 22Q: 3 clusters Score -5556717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85543 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5556712.500000 Penalty: 3696.545166
	Iteration 23Q: 3 clusters Score -5556712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85550 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5556712.500000 Penalty: 3696.545166
	Iteration 24Q: 3 clusters Score -5556712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85552 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5556707.500000 Penalty: 3696.545166
	Iteration 25Q: 3 clusters Score -5556708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85555 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5556715.500000 Penalty: 3696.545166
	Iteration 26Q: 3 clusters Score -5556716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85557 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5556720.500000 Penalty: 3696.545166
	Iteration 27Q: 3 clusters Score -5556720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85560 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5556713.500000 Penalty: 3696.545166
	Iteration 28Q: 3 clusters Score -5556714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5556707.000000 Penalty: 3696.545166
	Iteration 29Q: 3 clusters Score -5556707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85562 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5556707.000000 Penalty: 3696.545166
	Iteration 30Q: 3 clusters Score -5556707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85562 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5556707.000000 Penalty: 3696.545166
	Iteration 31F: 3 clusters Score -5556707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59184 members 
Entering Unmasked Estep 
Score: -3663766.250000 Penalty: 1785.615967
	Iteration 0F: 2 clusters Score -3663766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -3624259.000000 Penalty: 3571.231934
	Iteration 0F: 3 clusters Score -3624259 nChanged 27840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -3640051.750000 Penalty: 3571.231934
	Iteration 1F: 3 clusters Score -3640052 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -3640642.000000 Penalty: 3571.231934
	Iteration 2Q: 3 clusters Score -3640642 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -3641276.000000 Penalty: 3571.231934
	Iteration 3Q: 3 clusters Score -3641276 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -3642036.000000 Penalty: 3571.231934
	Iteration 4Q: 3 clusters Score -3642036 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -3643003.250000 Penalty: 3571.231934
	Iteration 5Q: 3 clusters Score -3643003 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -3644147.500000 Penalty: 3571.231934
	Iteration 6Q: 3 clusters Score -3644148 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -3645403.000000 Penalty: 3571.231934
	Iteration 7Q: 3 clusters Score -3645403 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -3646874.250000 Penalty: 3571.231934
	Iteration 8Q: 3 clusters Score -3646874 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -3648569.500000 Penalty: 3571.231934
	Iteration 9Q: 3 clusters Score -3648570 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -3650596.000000 Penalty: 3571.231934
	Iteration 10Q: 3 clusters Score -3650596 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -3652446.500000 Penalty: 3571.231934
	Iteration 11Q: 3 clusters Score -3652446 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -3653696.000000 Penalty: 3571.231934
	Iteration 12Q: 3 clusters Score -3653696 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -3654324.000000 Penalty: 3571.231934
	Iteration 13Q: 3 clusters Score -3654324 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -3654683.500000 Penalty: 3571.231934
	Iteration 14Q: 3 clusters Score -3654684 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -3655004.250000 Penalty: 3571.231934
	Iteration 15Q: 3 clusters Score -3655004 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -3655346.000000 Penalty: 3571.231934
	Iteration 16Q: 3 clusters Score -3655346 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -3655651.250000 Penalty: 3571.231934
	Iteration 17Q: 3 clusters Score -3655651 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -3655969.750000 Penalty: 3571.231934
	Iteration 18Q: 3 clusters Score -3655970 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -3656331.750000 Penalty: 3571.231934
	Iteration 19Q: 3 clusters Score -3656332 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -3656775.000000 Penalty: 3571.231934
	Iteration 20F: 3 clusters Score -3656775 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -3657290.500000 Penalty: 3571.231934
	Iteration 21Q: 3 clusters Score -3657290 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -3657869.500000 Penalty: 3571.231934
	Iteration 22Q: 3 clusters Score -3657870 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -3658389.250000 Penalty: 3571.231934
	Iteration 23Q: 3 clusters Score -3658389 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -3658943.000000 Penalty: 3571.231934
	Iteration 24Q: 3 clusters Score -3658943 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 49232 members 
Entering Unmasked Estep 
Score: -3659430.750000 Penalty: 3571.231934
	Iteration 25Q: 3 clusters Score -3659431 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -3659875.750000 Penalty: 3571.231934
	Iteration 26Q: 3 clusters Score -3659876 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -3660206.500000 Penalty: 3571.231934
	Iteration 27Q: 3 clusters Score -3660206 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
Score: -3660434.750000 Penalty: 3571.231934
	Iteration 28Q: 3 clusters Score -3660435 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -3660625.000000 Penalty: 3571.231934
	Iteration 29Q: 3 clusters Score -3660625 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 52061 members 
Entering Unmasked Estep 
Score: -3660747.250000 Penalty: 3571.231934
	Iteration 30Q: 3 clusters Score -3660747 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -3660861.750000 Penalty: 3571.231934
	Iteration 31Q: 3 clusters Score -3660862 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -3660985.500000 Penalty: 3571.231934
	Iteration 32Q: 3 clusters Score -3660986 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -3661056.250000 Penalty: 3571.231934
	Iteration 33Q: 3 clusters Score -3661056 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -3661121.500000 Penalty: 3571.231934
	Iteration 34Q: 3 clusters Score -3661122 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 53620 members 
Entering Unmasked Estep 
Score: -3661218.500000 Penalty: 3571.231934
	Iteration 35Q: 3 clusters Score -3661218 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -3661306.500000 Penalty: 3571.231934
	Iteration 36Q: 3 clusters Score -3661306 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -3661340.500000 Penalty: 3571.231934
	Iteration 37Q: 3 clusters Score -3661340 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -3661414.750000 Penalty: 3571.231934
	Iteration 38Q: 3 clusters Score -3661415 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -3661469.250000 Penalty: 3571.231934
	Iteration 39Q: 3 clusters Score -3661469 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
Score: -3661528.250000 Penalty: 3571.231934
	Iteration 40F: 3 clusters Score -3661528 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 54915 members 
Entering Unmasked Estep 
Score: -3661582.000000 Penalty: 3571.231934
	Iteration 41Q: 3 clusters Score -3661582 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -3661623.500000 Penalty: 3571.231934
	Iteration 42Q: 3 clusters Score -3661624 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
Score: -3661667.500000 Penalty: 3571.231934
	Iteration 43Q: 3 clusters Score -3661668 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
Score: -3661742.750000 Penalty: 3571.231934
	Iteration 44Q: 3 clusters Score -3661743 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 55682 members 
Entering Unmasked Estep 
Score: -3661845.750000 Penalty: 3571.231934
	Iteration 45Q: 3 clusters Score -3661846 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -3661966.500000 Penalty: 3571.231934
	Iteration 46Q: 3 clusters Score -3661966 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 56115 members 
Entering Unmasked Estep 
Score: -3662131.750000 Penalty: 3571.231934
	Iteration 47Q: 3 clusters Score -3662132 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -3662362.250000 Penalty: 3571.231934
	Iteration 48Q: 3 clusters Score -3662362 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 56578 members 
Entering Unmasked Estep 
Score: -3662688.750000 Penalty: 3571.231934
	Iteration 49Q: 3 clusters Score -3662689 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 56804 members 
Entering Unmasked Estep 
Score: -3663062.500000 Penalty: 3571.231934
	Iteration 50Q: 3 clusters Score -3663062 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 56944 members 
Entering Unmasked Estep 
Score: -3663339.000000 Penalty: 3571.231934
	Iteration 51Q: 3 clusters Score -3663339 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 57038 members 
Entering Unmasked Estep 
Score: -3663482.750000 Penalty: 3571.231934
	Iteration 52Q: 3 clusters Score -3663483 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 57078 members 
Entering Unmasked Estep 
Score: -3663593.500000 Penalty: 3571.231934
	Iteration 53Q: 3 clusters Score -3663594 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -3663641.250000 Penalty: 3571.231934
	Iteration 54Q: 3 clusters Score -3663641 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -3663684.500000 Penalty: 3571.231934
	Iteration 55Q: 3 clusters Score -3663684 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 57133 members 
Entering Unmasked Estep 
Score: -3663709.750000 Penalty: 3571.231934
	Iteration 56Q: 3 clusters Score -3663710 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 57142 members 
Entering Unmasked Estep 
Score: -3663720.250000 Penalty: 3571.231934
	Iteration 57Q: 3 clusters Score -3663720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 57142 members 
Entering Unmasked Estep 
Score: -3663725.250000 Penalty: 3571.231934
	Iteration 58Q: 3 clusters Score -3663725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 57133 members 
Entering Unmasked Estep 
Score: -3663727.250000 Penalty: 3571.231934
	Iteration 59Q: 3 clusters Score -3663727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 57125 members 
Entering Unmasked Estep 
Score: -3663726.750000 Penalty: 3571.231934
	Iteration 60F: 3 clusters Score -3663727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 57115 members 
Entering Unmasked Estep 
Score: -3663736.750000 Penalty: 3571.231934
	Iteration 61Q: 3 clusters Score -3663737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -3663736.000000 Penalty: 3571.231934
	Iteration 62Q: 3 clusters Score -3663736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -3663733.500000 Penalty: 3571.231934
	Iteration 63Q: 3 clusters Score -3663734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -3663742.000000 Penalty: 3571.231934
	Iteration 64Q: 3 clusters Score -3663742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -3663741.750000 Penalty: 3571.231934
	Iteration 65Q: 3 clusters Score -3663742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -3663742.500000 Penalty: 3571.231934
	Iteration 66Q: 3 clusters Score -3663742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 57102 members 
Entering Unmasked Estep 
Score: -3663741.000000 Penalty: 3571.231934
	Iteration 67Q: 3 clusters Score -3663741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 57105 members 
Entering Unmasked Estep 
Score: -3663741.750000 Penalty: 3571.231934
	Iteration 68Q: 3 clusters Score -3663742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -3663743.250000 Penalty: 3571.231934
	Iteration 69Q: 3 clusters Score -3663743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -3663745.000000 Penalty: 3571.231934
	Iteration 70Q: 3 clusters Score -3663745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 57101 members 
Entering Unmasked Estep 
Score: -3663745.500000 Penalty: 3571.231934
	Iteration 71Q: 3 clusters Score -3663746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 57101 members 
Entering Unmasked Estep 
Score: -3663744.500000 Penalty: 3571.231934
	Iteration 72Q: 3 clusters Score -3663744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 57101 members 
Entering Unmasked Estep 
Score: -3663744.500000 Penalty: 3571.231934
	Iteration 73F: 3 clusters Score -3663744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Entering Unmasked Estep 
Score: -120105.453125 Penalty: 1237.325684
	Iteration 0F: 2 clusters Score -120105.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -118039.195312 Penalty: 2474.651367
	Iteration 0F: 3 clusters Score -118039.2 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -118563.632812 Penalty: 2474.651367
	Iteration 1F: 3 clusters Score -118563.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -118731.492188 Penalty: 2474.651367
	Iteration 2F: 3 clusters Score -118731.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -118829.304688 Penalty: 2474.651367
	Iteration 3Q: 3 clusters Score -118829.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -118923.796875 Penalty: 2474.651367
	Iteration 4Q: 3 clusters Score -118923.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -118997.468750 Penalty: 2474.651367
	Iteration 5Q: 3 clusters Score -118997.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -119047.125000 Penalty: 2474.651367
	Iteration 6Q: 3 clusters Score -119047.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -119084.578125 Penalty: 2474.651367
	Iteration 7Q: 3 clusters Score -119084.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -119109.734375 Penalty: 2474.651367
	Iteration 8Q: 3 clusters Score -119109.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -119129.195312 Penalty: 2474.651367
	Iteration 9Q: 3 clusters Score -119129.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -119151.421875 Penalty: 2474.651367
	Iteration 10Q: 3 clusters Score -119151.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -119167.125000 Penalty: 2474.651367
	Iteration 11Q: 3 clusters Score -119167.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -119177.750000 Penalty: 2474.651367
	Iteration 12Q: 3 clusters Score -119177.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -119187.773438 Penalty: 2474.651367
	Iteration 13Q: 3 clusters Score -119187.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -119196.593750 Penalty: 2474.651367
	Iteration 14Q: 3 clusters Score -119196.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -119201.820312 Penalty: 2474.651367
	Iteration 15Q: 3 clusters Score -119201.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -119203.742188 Penalty: 2474.651367
	Iteration 16Q: 3 clusters Score -119203.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -119206.046875 Penalty: 2474.651367
	Iteration 17Q: 3 clusters Score -119206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -119208.007812 Penalty: 2474.651367
	Iteration 18Q: 3 clusters Score -119208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -119210.429688 Penalty: 2474.651367
	Iteration 19Q: 3 clusters Score -119210.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -119211.257812 Penalty: 2474.651367
	Iteration 20F: 3 clusters Score -119211.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -119212.750000 Penalty: 2474.651367
	Iteration 21Q: 3 clusters Score -119212.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -119214.445312 Penalty: 2474.651367
	Iteration 22Q: 3 clusters Score -119214.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -119215.632812 Penalty: 2474.651367
	Iteration 23Q: 3 clusters Score -119215.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -119216.929688 Penalty: 2474.651367
	Iteration 24Q: 3 clusters Score -119216.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -119219.335938 Penalty: 2474.651367
	Iteration 25Q: 3 clusters Score -119219.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -119222.445312 Penalty: 2474.651367
	Iteration 26Q: 3 clusters Score -119222.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -119225.578125 Penalty: 2474.651367
	Iteration 27Q: 3 clusters Score -119225.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -119226.648438 Penalty: 2474.651367
	Iteration 28Q: 3 clusters Score -119226.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -119228.664062 Penalty: 2474.651367
	Iteration 29Q: 3 clusters Score -119228.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -119229.820312 Penalty: 2474.651367
	Iteration 30Q: 3 clusters Score -119229.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -119231.718750 Penalty: 2474.651367
	Iteration 31Q: 3 clusters Score -119231.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -119235.945312 Penalty: 2474.651367
	Iteration 32Q: 3 clusters Score -119235.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -119240.726562 Penalty: 2474.651367
	Iteration 33Q: 3 clusters Score -119240.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -119253.937500 Penalty: 2474.651367
	Iteration 34Q: 3 clusters Score -119253.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -119273.164062 Penalty: 2474.651367
	Iteration 35Q: 3 clusters Score -119273.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -119301.078125 Penalty: 2474.651367
	Iteration 36Q: 3 clusters Score -119301.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -119338.625000 Penalty: 2474.651367
	Iteration 37Q: 3 clusters Score -119338.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -119360.992188 Penalty: 2474.651367
	Iteration 38Q: 3 clusters Score -119361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -119376.015625 Penalty: 2474.651367
	Iteration 39Q: 3 clusters Score -119376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -119388.906250 Penalty: 2474.651367
	Iteration 40F: 3 clusters Score -119388.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -119398.257812 Penalty: 2474.651367
	Iteration 41Q: 3 clusters Score -119398.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -119405.859375 Penalty: 2474.651367
	Iteration 42Q: 3 clusters Score -119405.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -119412.226562 Penalty: 2474.651367
	Iteration 43Q: 3 clusters Score -119412.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -119415.921875 Penalty: 2474.651367
	Iteration 44Q: 3 clusters Score -119415.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -119419.734375 Penalty: 2474.651367
	Iteration 45Q: 3 clusters Score -119419.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -119423.148438 Penalty: 2474.651367
	Iteration 46Q: 3 clusters Score -119423.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -119424.492188 Penalty: 2474.651367
	Iteration 47Q: 3 clusters Score -119424.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -119425.960938 Penalty: 2474.651367
	Iteration 48Q: 3 clusters Score -119426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -119426.507812 Penalty: 2474.651367
	Iteration 49Q: 3 clusters Score -119426.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -119427.250000 Penalty: 2474.651367
	Iteration 50Q: 3 clusters Score -119427.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -119428.320312 Penalty: 2474.651367
	Iteration 51Q: 3 clusters Score -119428.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -119428.984375 Penalty: 2474.651367
	Iteration 52Q: 3 clusters Score -119429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -119429.585938 Penalty: 2474.651367
	Iteration 53Q: 3 clusters Score -119429.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -119430.156250 Penalty: 2474.651367
	Iteration 54Q: 3 clusters Score -119430.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -119430.679688 Penalty: 2474.651367
	Iteration 55Q: 3 clusters Score -119430.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -119431.406250 Penalty: 2474.651367
	Iteration 56Q: 3 clusters Score -119431.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -119431.632812 Penalty: 2474.651367
	Iteration 57Q: 3 clusters Score -119431.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -119431.632812 Penalty: 2474.651367
	Iteration 58F: 3 clusters Score -119431.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Entering Unmasked Estep 
Score: -238193.828125 Penalty: 1375.434814
	Iteration 0F: 2 clusters Score -238193.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -234401.250000 Penalty: 2750.869629
	Iteration 0F: 3 clusters Score -234401.2 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -235583.609375 Penalty: 2750.869629
	Iteration 1F: 3 clusters Score -235583.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -235867.546875 Penalty: 2750.869629
	Iteration 2F: 3 clusters Score -235867.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -236082.859375 Penalty: 2750.869629
	Iteration 3F: 3 clusters Score -236082.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -236241.656250 Penalty: 2750.869629
	Iteration 4F: 3 clusters Score -236241.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -236362.828125 Penalty: 2750.869629
	Iteration 5Q: 3 clusters Score -236362.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -236467.093750 Penalty: 2750.869629
	Iteration 6Q: 3 clusters Score -236467.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -236535.843750 Penalty: 2750.869629
	Iteration 7Q: 3 clusters Score -236535.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -236587.078125 Penalty: 2750.869629
	Iteration 8Q: 3 clusters Score -236587.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -236625.203125 Penalty: 2750.869629
	Iteration 9Q: 3 clusters Score -236625.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -236665.156250 Penalty: 2750.869629
	Iteration 10Q: 3 clusters Score -236665.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -236702.703125 Penalty: 2750.869629
	Iteration 11Q: 3 clusters Score -236702.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -236727.546875 Penalty: 2750.869629
	Iteration 12Q: 3 clusters Score -236727.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -236748.812500 Penalty: 2750.869629
	Iteration 13Q: 3 clusters Score -236748.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -236773.968750 Penalty: 2750.869629
	Iteration 14Q: 3 clusters Score -236774 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -236803.625000 Penalty: 2750.869629
	Iteration 15Q: 3 clusters Score -236803.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -236828.718750 Penalty: 2750.869629
	Iteration 16Q: 3 clusters Score -236828.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -236852.828125 Penalty: 2750.869629
	Iteration 17Q: 3 clusters Score -236852.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -236870.843750 Penalty: 2750.869629
	Iteration 18Q: 3 clusters Score -236870.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -236883.359375 Penalty: 2750.869629
	Iteration 19Q: 3 clusters Score -236883.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -236894.812500 Penalty: 2750.869629
	Iteration 20F: 3 clusters Score -236894.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -236905.781250 Penalty: 2750.869629
	Iteration 21Q: 3 clusters Score -236905.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -236913.187500 Penalty: 2750.869629
	Iteration 22Q: 3 clusters Score -236913.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -236922.312500 Penalty: 2750.869629
	Iteration 23Q: 3 clusters Score -236922.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -236935.359375 Penalty: 2750.869629
	Iteration 24Q: 3 clusters Score -236935.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -236951.921875 Penalty: 2750.869629
	Iteration 25Q: 3 clusters Score -236951.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -236969.281250 Penalty: 2750.869629
	Iteration 26Q: 3 clusters Score -236969.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -236980.093750 Penalty: 2750.869629
	Iteration 27Q: 3 clusters Score -236980.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -236993.531250 Penalty: 2750.869629
	Iteration 28Q: 3 clusters Score -236993.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -237013.312500 Penalty: 2750.869629
	Iteration 29Q: 3 clusters Score -237013.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -237038.750000 Penalty: 2750.869629
	Iteration 30Q: 3 clusters Score -237038.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -237063.578125 Penalty: 2750.869629
	Iteration 31Q: 3 clusters Score -237063.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -237079.281250 Penalty: 2750.869629
	Iteration 32Q: 3 clusters Score -237079.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -237088.937500 Penalty: 2750.869629
	Iteration 33Q: 3 clusters Score -237088.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -237097.109375 Penalty: 2750.869629
	Iteration 34Q: 3 clusters Score -237097.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -237104.359375 Penalty: 2750.869629
	Iteration 35Q: 3 clusters Score -237104.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -237113.296875 Penalty: 2750.869629
	Iteration 36Q: 3 clusters Score -237113.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -237125.906250 Penalty: 2750.869629
	Iteration 37Q: 3 clusters Score -237125.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -237133.156250 Penalty: 2750.869629
	Iteration 38Q: 3 clusters Score -237133.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -237140.046875 Penalty: 2750.869629
	Iteration 39Q: 3 clusters Score -237140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -237149.906250 Penalty: 2750.869629
	Iteration 40F: 3 clusters Score -237149.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -237163.968750 Penalty: 2750.869629
	Iteration 41Q: 3 clusters Score -237164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -237179.781250 Penalty: 2750.869629
	Iteration 42Q: 3 clusters Score -237179.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -237196.531250 Penalty: 2750.869629
	Iteration 43Q: 3 clusters Score -237196.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -237214.578125 Penalty: 2750.869629
	Iteration 44Q: 3 clusters Score -237214.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -237225.453125 Penalty: 2750.869629
	Iteration 45Q: 3 clusters Score -237225.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -237232.078125 Penalty: 2750.869629
	Iteration 46Q: 3 clusters Score -237232.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -237236.093750 Penalty: 2750.869629
	Iteration 47Q: 3 clusters Score -237236.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -237242.093750 Penalty: 2750.869629
	Iteration 48Q: 3 clusters Score -237242.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -237249.968750 Penalty: 2750.869629
	Iteration 49Q: 3 clusters Score -237250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -237258.875000 Penalty: 2750.869629
	Iteration 50Q: 3 clusters Score -237258.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -237267.406250 Penalty: 2750.869629
	Iteration 51Q: 3 clusters Score -237267.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -237273.125000 Penalty: 2750.869629
	Iteration 52Q: 3 clusters Score -237273.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -237278.750000 Penalty: 2750.869629
	Iteration 53Q: 3 clusters Score -237278.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -237282.062500 Penalty: 2750.869629
	Iteration 54Q: 3 clusters Score -237282.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -237283.921875 Penalty: 2750.869629
	Iteration 55Q: 3 clusters Score -237283.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -237284.453125 Penalty: 2750.869629
	Iteration 56Q: 3 clusters Score -237284.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -237284.843750 Penalty: 2750.869629
	Iteration 57Q: 3 clusters Score -237284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -237284.765625 Penalty: 2750.869629
	Iteration 58Q: 3 clusters Score -237284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -237285.437500 Penalty: 2750.869629
	Iteration 59Q: 3 clusters Score -237285.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -237285.375000 Penalty: 2750.869629
	Iteration 60F: 3 clusters Score -237285.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -237286.015625 Penalty: 2750.869629
	Iteration 61Q: 3 clusters Score -237286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -237286.359375 Penalty: 2750.869629
	Iteration 62Q: 3 clusters Score -237286.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -237286.359375 Penalty: 2750.869629
	Iteration 63F: 3 clusters Score -237286.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Entering Unmasked Estep 
Score: -757605.312500 Penalty: 1523.411011
	Iteration 0F: 2 clusters Score -757605.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -749223.000000 Penalty: 3046.822021
	Iteration 0F: 3 clusters Score -749223 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -751980.625000 Penalty: 3046.822021
	Iteration 1F: 3 clusters Score -751980.6 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -752269.125000 Penalty: 3046.822021
	Iteration 2F: 3 clusters Score -752269.1 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -752539.250000 Penalty: 3046.822021
	Iteration 3F: 3 clusters Score -752539.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -752828.562500 Penalty: 3046.822021
	Iteration 4Q: 3 clusters Score -752828.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -753147.875000 Penalty: 3046.822021
	Iteration 5Q: 3 clusters Score -753147.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -753484.125000 Penalty: 3046.822021
	Iteration 6Q: 3 clusters Score -753484.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -753855.312500 Penalty: 3046.822021
	Iteration 7F: 3 clusters Score -753855.3 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -754286.812500 Penalty: 3046.822021
	Iteration 8F: 3 clusters Score -754286.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -754787.375000 Penalty: 3046.822021
	Iteration 9F: 3 clusters Score -754787.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -755300.000000 Penalty: 3046.822021
	Iteration 10F: 3 clusters Score -755300 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -755829.125000 Penalty: 3046.822021
	Iteration 11Q: 3 clusters Score -755829.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -756290.187500 Penalty: 3046.822021
	Iteration 12Q: 3 clusters Score -756290.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -756696.937500 Penalty: 3046.822021
	Iteration 13Q: 3 clusters Score -756696.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -756945.937500 Penalty: 3046.822021
	Iteration 14Q: 3 clusters Score -756945.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -757093.187500 Penalty: 3046.822021
	Iteration 15Q: 3 clusters Score -757093.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -757155.062500 Penalty: 3046.822021
	Iteration 16Q: 3 clusters Score -757155.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -757184.750000 Penalty: 3046.822021
	Iteration 17Q: 3 clusters Score -757184.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -757201.812500 Penalty: 3046.822021
	Iteration 18Q: 3 clusters Score -757201.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -757213.437500 Penalty: 3046.822021
	Iteration 19Q: 3 clusters Score -757213.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -757221.937500 Penalty: 3046.822021
	Iteration 20F: 3 clusters Score -757221.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -757227.687500 Penalty: 3046.822021
	Iteration 21Q: 3 clusters Score -757227.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -757232.062500 Penalty: 3046.822021
	Iteration 22Q: 3 clusters Score -757232.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -757235.687500 Penalty: 3046.822021
	Iteration 23Q: 3 clusters Score -757235.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -757239.062500 Penalty: 3046.822021
	Iteration 24Q: 3 clusters Score -757239.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -757238.875000 Penalty: 3046.822021
	Iteration 25Q: 3 clusters Score -757238.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -757241.500000 Penalty: 3046.822021
	Iteration 26Q: 3 clusters Score -757241.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -757240.437500 Penalty: 3046.822021
	Iteration 27Q: 3 clusters Score -757240.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -757241.312500 Penalty: 3046.822021
	Iteration 28Q: 3 clusters Score -757241.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -757241.562500 Penalty: 3046.822021
	Iteration 29Q: 3 clusters Score -757241.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -757242.062500 Penalty: 3046.822021
	Iteration 30Q: 3 clusters Score -757242.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -757242.062500 Penalty: 3046.822021
	Iteration 31Q: 3 clusters Score -757242.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -757241.937500 Penalty: 3046.822021
	Iteration 32Q: 3 clusters Score -757241.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -757243.125000 Penalty: 3046.822021
	Iteration 33Q: 3 clusters Score -757243.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -757244.062500 Penalty: 3046.822021
	Iteration 34Q: 3 clusters Score -757244.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -757243.875000 Penalty: 3046.822021
	Iteration 35Q: 3 clusters Score -757243.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -757244.625000 Penalty: 3046.822021
	Iteration 36Q: 3 clusters Score -757244.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -757245.625000 Penalty: 3046.822021
	Iteration 37Q: 3 clusters Score -757245.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -757246.375000 Penalty: 3046.822021
	Iteration 38Q: 3 clusters Score -757246.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -757247.125000 Penalty: 3046.822021
	Iteration 39Q: 3 clusters Score -757247.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -757245.812500 Penalty: 3046.822021
	Iteration 40F: 3 clusters Score -757245.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -757245.312500 Penalty: 3046.822021
	Iteration 41Q: 3 clusters Score -757245.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -757247.687500 Penalty: 3046.822021
	Iteration 42Q: 3 clusters Score -757247.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -757247.687500 Penalty: 3046.822021
	Iteration 43F: 3 clusters Score -757247.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Entering Unmasked Estep 
Score: -350791.531250 Penalty: 1400.797241
	Iteration 0F: 2 clusters Score -350791.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -346472.625000 Penalty: 2801.594482
	Iteration 0F: 3 clusters Score -346472.6 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -347706.375000 Penalty: 2801.594482
	Iteration 1F: 3 clusters Score -347706.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -347921.718750 Penalty: 2801.594482
	Iteration 2F: 3 clusters Score -347921.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -348052.843750 Penalty: 2801.594482
	Iteration 3F: 3 clusters Score -348052.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -348147.218750 Penalty: 2801.594482
	Iteration 4Q: 3 clusters Score -348147.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -348229.625000 Penalty: 2801.594482
	Iteration 5Q: 3 clusters Score -348229.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -348301.031250 Penalty: 2801.594482
	Iteration 6Q: 3 clusters Score -348301 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -348366.406250 Penalty: 2801.594482
	Iteration 7Q: 3 clusters Score -348366.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -348425.531250 Penalty: 2801.594482
	Iteration 8Q: 3 clusters Score -348425.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -348495.156250 Penalty: 2801.594482
	Iteration 9Q: 3 clusters Score -348495.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -348572.406250 Penalty: 2801.594482
	Iteration 10Q: 3 clusters Score -348572.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -348657.031250 Penalty: 2801.594482
	Iteration 11Q: 3 clusters Score -348657 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -348748.500000 Penalty: 2801.594482
	Iteration 12Q: 3 clusters Score -348748.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -348848.281250 Penalty: 2801.594482
	Iteration 13Q: 3 clusters Score -348848.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -348967.000000 Penalty: 2801.594482
	Iteration 14Q: 3 clusters Score -348967 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -349069.375000 Penalty: 2801.594482
	Iteration 15Q: 3 clusters Score -349069.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -349152.937500 Penalty: 2801.594482
	Iteration 16Q: 3 clusters Score -349152.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -349222.906250 Penalty: 2801.594482
	Iteration 17Q: 3 clusters Score -349222.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -349287.937500 Penalty: 2801.594482
	Iteration 18Q: 3 clusters Score -349287.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -349349.656250 Penalty: 2801.594482
	Iteration 19Q: 3 clusters Score -349349.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -349391.031250 Penalty: 2801.594482
	Iteration 20F: 3 clusters Score -349391 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -349410.437500 Penalty: 2801.594482
	Iteration 21Q: 3 clusters Score -349410.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -349430.250000 Penalty: 2801.594482
	Iteration 22Q: 3 clusters Score -349430.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -349450.156250 Penalty: 2801.594482
	Iteration 23Q: 3 clusters Score -349450.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -349471.062500 Penalty: 2801.594482
	Iteration 24Q: 3 clusters Score -349471.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -349483.406250 Penalty: 2801.594482
	Iteration 25Q: 3 clusters Score -349483.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -349489.250000 Penalty: 2801.594482
	Iteration 26Q: 3 clusters Score -349489.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -349492.875000 Penalty: 2801.594482
	Iteration 27Q: 3 clusters Score -349492.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -349501.250000 Penalty: 2801.594482
	Iteration 28Q: 3 clusters Score -349501.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -349505.562500 Penalty: 2801.594482
	Iteration 29Q: 3 clusters Score -349505.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -349511.562500 Penalty: 2801.594482
	Iteration 30Q: 3 clusters Score -349511.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -349517.875000 Penalty: 2801.594482
	Iteration 31Q: 3 clusters Score -349517.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -349522.781250 Penalty: 2801.594482
	Iteration 32Q: 3 clusters Score -349522.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -349525.750000 Penalty: 2801.594482
	Iteration 33Q: 3 clusters Score -349525.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -349527.250000 Penalty: 2801.594482
	Iteration 34Q: 3 clusters Score -349527.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -349527.250000 Penalty: 2801.594482
	Iteration 35F: 3 clusters Score -349527.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Entering Unmasked Estep 
Score: -2625037.500000 Penalty: 1730.707397
	Iteration 0F: 2 clusters Score -2625038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2596690.000000 Penalty: 3461.414795
	Iteration 0F: 3 clusters Score -2596690 nChanged 19814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -2608027.500000 Penalty: 3461.414795
	Iteration 1F: 3 clusters Score -2608028 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -2608666.500000 Penalty: 3461.414795
	Iteration 2Q: 3 clusters Score -2608666 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -2609632.750000 Penalty: 3461.414795
	Iteration 3F: 3 clusters Score -2609633 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -2611111.750000 Penalty: 3461.414795
	Iteration 4F: 3 clusters Score -2611112 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -2613358.250000 Penalty: 3461.414795
	Iteration 5F: 3 clusters Score -2613358 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -2616311.500000 Penalty: 3461.414795
	Iteration 6F: 3 clusters Score -2616312 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -2619436.250000 Penalty: 3461.414795
	Iteration 7F: 3 clusters Score -2619436 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -2621742.500000 Penalty: 3461.414795
	Iteration 8F: 3 clusters Score -2621742 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -2622868.250000 Penalty: 3461.414795
	Iteration 9Q: 3 clusters Score -2622868 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -2623235.500000 Penalty: 3461.414795
	Iteration 10Q: 3 clusters Score -2623236 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -2623389.000000 Penalty: 3461.414795
	Iteration 11Q: 3 clusters Score -2623389 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -2623451.250000 Penalty: 3461.414795
	Iteration 12Q: 3 clusters Score -2623451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -2623494.750000 Penalty: 3461.414795
	Iteration 13Q: 3 clusters Score -2623495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -2623519.750000 Penalty: 3461.414795
	Iteration 14Q: 3 clusters Score -2623520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -2623532.500000 Penalty: 3461.414795
	Iteration 15Q: 3 clusters Score -2623532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -2623541.500000 Penalty: 3461.414795
	Iteration 16Q: 3 clusters Score -2623542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -2623540.750000 Penalty: 3461.414795
	Iteration 17Q: 3 clusters Score -2623541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -2623541.750000 Penalty: 3461.414795
	Iteration 18Q: 3 clusters Score -2623542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -2623544.750000 Penalty: 3461.414795
	Iteration 19Q: 3 clusters Score -2623545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -2623544.750000 Penalty: 3461.414795
	Iteration 20F: 3 clusters Score -2623545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Entering Unmasked Estep 
Score: -502322.750000 Penalty: 1467.960571
	Iteration 0F: 2 clusters Score -502322.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -496233.343750 Penalty: 2935.921143
	Iteration 0F: 3 clusters Score -496233.3 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -498314.687500 Penalty: 2935.921143
	Iteration 1F: 3 clusters Score -498314.7 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -498850.968750 Penalty: 2935.921143
	Iteration 2F: 3 clusters Score -498851 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -499456.218750 Penalty: 2935.921143
	Iteration 3F: 3 clusters Score -499456.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -499960.218750 Penalty: 2935.921143
	Iteration 4F: 3 clusters Score -499960.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -500354.250000 Penalty: 2935.921143
	Iteration 5F: 3 clusters Score -500354.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -500723.718750 Penalty: 2935.921143
	Iteration 6F: 3 clusters Score -500723.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -500991.937500 Penalty: 2935.921143
	Iteration 7Q: 3 clusters Score -500991.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -501166.437500 Penalty: 2935.921143
	Iteration 8Q: 3 clusters Score -501166.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -501263.750000 Penalty: 2935.921143
	Iteration 9Q: 3 clusters Score -501263.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -501313.812500 Penalty: 2935.921143
	Iteration 10Q: 3 clusters Score -501313.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -501336.250000 Penalty: 2935.921143
	Iteration 11Q: 3 clusters Score -501336.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -501347.750000 Penalty: 2935.921143
	Iteration 12Q: 3 clusters Score -501347.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -501354.781250 Penalty: 2935.921143
	Iteration 13Q: 3 clusters Score -501354.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -501361.500000 Penalty: 2935.921143
	Iteration 14Q: 3 clusters Score -501361.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -501364.718750 Penalty: 2935.921143
	Iteration 15Q: 3 clusters Score -501364.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -501366.437500 Penalty: 2935.921143
	Iteration 16Q: 3 clusters Score -501366.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -501367.750000 Penalty: 2935.921143
	Iteration 17Q: 3 clusters Score -501367.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -501371.218750 Penalty: 2935.921143
	Iteration 18Q: 3 clusters Score -501371.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -501370.656250 Penalty: 2935.921143
	Iteration 19Q: 3 clusters Score -501370.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -501373.250000 Penalty: 2935.921143
	Iteration 20F: 3 clusters Score -501373.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -501375.062500 Penalty: 2935.921143
	Iteration 21Q: 3 clusters Score -501375.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -501373.718750 Penalty: 2935.921143
	Iteration 22Q: 3 clusters Score -501373.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -501373.718750 Penalty: 2935.921143
	Iteration 23F: 3 clusters Score -501373.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -23845.541016 Penalty: 1000.509094
	Iteration 0F: 2 clusters Score -23845.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -22825.677734 Penalty: 2001.018188
	Iteration 0F: 3 clusters Score -22825.68 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22962.636719 Penalty: 2001.018188
	Iteration 1F: 3 clusters Score -22962.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -22998.000000 Penalty: 2001.018188
	Iteration 2F: 3 clusters Score -22998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -23023.689453 Penalty: 2001.018188
	Iteration 3Q: 3 clusters Score -23023.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23031.546875 Penalty: 2001.018188
	Iteration 4Q: 3 clusters Score -23031.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23041.738281 Penalty: 2001.018188
	Iteration 5Q: 3 clusters Score -23041.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -23048.285156 Penalty: 2001.018188
	Iteration 6Q: 3 clusters Score -23048.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23048.796875 Penalty: 2001.018188
	Iteration 7Q: 3 clusters Score -23048.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23048.796875 Penalty: 2001.018188
	Iteration 8F: 3 clusters Score -23048.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Entering Unmasked Estep 
Score: -81750.710938 Penalty: 1188.723022
	Iteration 0F: 2 clusters Score -81750.71 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 769 members 
Entering Unmasked Estep 
Score: -80010.398438 Penalty: 2377.446045
	Iteration 0F: 3 clusters Score -80010.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -80439.382812 Penalty: 2377.446045
	Iteration 1F: 3 clusters Score -80439.38 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -80550.382812 Penalty: 2377.446045
	Iteration 2F: 3 clusters Score -80550.38 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -80626.898438 Penalty: 2377.446045
	Iteration 3F: 3 clusters Score -80626.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -80687.859375 Penalty: 2377.446045
	Iteration 4Q: 3 clusters Score -80687.86 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -80744.960938 Penalty: 2377.446045
	Iteration 5Q: 3 clusters Score -80744.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -80772.304688 Penalty: 2377.446045
	Iteration 6Q: 3 clusters Score -80772.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -80792.367188 Penalty: 2377.446045
	Iteration 7Q: 3 clusters Score -80792.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -80822.820312 Penalty: 2377.446045
	Iteration 8Q: 3 clusters Score -80822.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -80847.257812 Penalty: 2377.446045
	Iteration 9Q: 3 clusters Score -80847.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -80859.671875 Penalty: 2377.446045
	Iteration 10Q: 3 clusters Score -80859.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -80866.218750 Penalty: 2377.446045
	Iteration 11Q: 3 clusters Score -80866.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -80873.906250 Penalty: 2377.446045
	Iteration 12Q: 3 clusters Score -80873.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -80882.609375 Penalty: 2377.446045
	Iteration 13Q: 3 clusters Score -80882.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -80895.234375 Penalty: 2377.446045
	Iteration 14Q: 3 clusters Score -80895.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -80907.929688 Penalty: 2377.446045
	Iteration 15Q: 3 clusters Score -80907.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -80920.718750 Penalty: 2377.446045
	Iteration 16Q: 3 clusters Score -80920.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -80928.125000 Penalty: 2377.446045
	Iteration 17Q: 3 clusters Score -80928.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -80932.054688 Penalty: 2377.446045
	Iteration 18Q: 3 clusters Score -80932.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -80935.109375 Penalty: 2377.446045
	Iteration 19Q: 3 clusters Score -80935.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -80936.687500 Penalty: 2377.446045
	Iteration 20F: 3 clusters Score -80936.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -80939.210938 Penalty: 2377.446045
	Iteration 21Q: 3 clusters Score -80939.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -80944.468750 Penalty: 2377.446045
	Iteration 22Q: 3 clusters Score -80944.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -80948.125000 Penalty: 2377.446045
	Iteration 23Q: 3 clusters Score -80948.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -80951.960938 Penalty: 2377.446045
	Iteration 24Q: 3 clusters Score -80951.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -80953.500000 Penalty: 2377.446045
	Iteration 25Q: 3 clusters Score -80953.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -80954.015625 Penalty: 2377.446045
	Iteration 26Q: 3 clusters Score -80954.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -80954.539062 Penalty: 2377.446045
	Iteration 27Q: 3 clusters Score -80954.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -80954.539062 Penalty: 2377.446045
	Iteration 28F: 3 clusters Score -80954.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Entering Unmasked Estep 
Score: -565964.312500 Penalty: 1488.464844
	Iteration 0F: 2 clusters Score -565964.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -559214.437500 Penalty: 2976.929688
	Iteration 0F: 3 clusters Score -559214.4 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -561461.375000 Penalty: 2976.929688
	Iteration 1F: 3 clusters Score -561461.4 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -561794.812500 Penalty: 2976.929688
	Iteration 2F: 3 clusters Score -561794.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -562092.187500 Penalty: 2976.929688
	Iteration 3F: 3 clusters Score -562092.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -562384.750000 Penalty: 2976.929688
	Iteration 4F: 3 clusters Score -562384.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -562658.937500 Penalty: 2976.929688
	Iteration 5F: 3 clusters Score -562658.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -562909.125000 Penalty: 2976.929688
	Iteration 6Q: 3 clusters Score -562909.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -563153.750000 Penalty: 2976.929688
	Iteration 7Q: 3 clusters Score -563153.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -563391.750000 Penalty: 2976.929688
	Iteration 8Q: 3 clusters Score -563391.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -563649.125000 Penalty: 2976.929688
	Iteration 9Q: 3 clusters Score -563649.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -563912.812500 Penalty: 2976.929688
	Iteration 10Q: 3 clusters Score -563912.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -564149.500000 Penalty: 2976.929688
	Iteration 11Q: 3 clusters Score -564149.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -564342.562500 Penalty: 2976.929688
	Iteration 12Q: 3 clusters Score -564342.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -564513.250000 Penalty: 2976.929688
	Iteration 13Q: 3 clusters Score -564513.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -564655.937500 Penalty: 2976.929688
	Iteration 14Q: 3 clusters Score -564655.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -564755.500000 Penalty: 2976.929688
	Iteration 15Q: 3 clusters Score -564755.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -564837.500000 Penalty: 2976.929688
	Iteration 16Q: 3 clusters Score -564837.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -564891.875000 Penalty: 2976.929688
	Iteration 17Q: 3 clusters Score -564891.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -564924.937500 Penalty: 2976.929688
	Iteration 18Q: 3 clusters Score -564924.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -564954.500000 Penalty: 2976.929688
	Iteration 19Q: 3 clusters Score -564954.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -564982.062500 Penalty: 2976.929688
	Iteration 20F: 3 clusters Score -564982.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -565004.062500 Penalty: 2976.929688
	Iteration 21Q: 3 clusters Score -565004.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -565019.375000 Penalty: 2976.929688
	Iteration 22Q: 3 clusters Score -565019.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -565027.000000 Penalty: 2976.929688
	Iteration 23Q: 3 clusters Score -565027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -565034.937500 Penalty: 2976.929688
	Iteration 24Q: 3 clusters Score -565034.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -565041.375000 Penalty: 2976.929688
	Iteration 25Q: 3 clusters Score -565041.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -565043.812500 Penalty: 2976.929688
	Iteration 26Q: 3 clusters Score -565043.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -565049.812500 Penalty: 2976.929688
	Iteration 27Q: 3 clusters Score -565049.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -565053.562500 Penalty: 2976.929688
	Iteration 28Q: 3 clusters Score -565053.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -565059.687500 Penalty: 2976.929688
	Iteration 29Q: 3 clusters Score -565059.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -565065.875000 Penalty: 2976.929688
	Iteration 30Q: 3 clusters Score -565065.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -565072.875000 Penalty: 2976.929688
	Iteration 31Q: 3 clusters Score -565072.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -565078.500000 Penalty: 2976.929688
	Iteration 32Q: 3 clusters Score -565078.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -565081.312500 Penalty: 2976.929688
	Iteration 33Q: 3 clusters Score -565081.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -565084.187500 Penalty: 2976.929688
	Iteration 34Q: 3 clusters Score -565084.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -565087.062500 Penalty: 2976.929688
	Iteration 35Q: 3 clusters Score -565087.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -565088.625000 Penalty: 2976.929688
	Iteration 36Q: 3 clusters Score -565088.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -565088.375000 Penalty: 2976.929688
	Iteration 37Q: 3 clusters Score -565088.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -565088.375000 Penalty: 2976.929688
	Iteration 38F: 3 clusters Score -565088.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 58863 members 
Mstep: Class 4 contains 7033 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3673 members 
Mstep: Class 7 contains 6780 members 
Mstep: Class 8 contains 17389 members 
Mstep: Class 9 contains 8396 members 
Mstep: Class 10 contains 87028 members 
Mstep: Class 11 contains 59184 members 
Mstep: Class 12 contains 2027 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 11788 members 
Mstep: Class 15 contains 5543 members 
Mstep: Class 16 contains 42214 members 
Mstep: Class 17 contains 8380 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 9507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343464.000000 Penalty: 41578.109375
Iteration 239Q: 21 clusters Score -2.134346e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 58848 members 
Mstep: Class 4 contains 7038 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 6782 members 
Mstep: Class 8 contains 17377 members 
Mstep: Class 9 contains 8396 members 
Mstep: Class 10 contains 87026 members 
Mstep: Class 11 contains 59179 members 
Mstep: Class 12 contains 2027 members 
Mstep: Class 13 contains 4743 members 
Mstep: Class 14 contains 11785 members 
Mstep: Class 15 contains 5553 members 
Mstep: Class 16 contains 42227 members 
Mstep: Class 17 contains 8378 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 9512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343448.000000 Penalty: 41578.109375
Iteration 240F: 21 clusters Score -2.134345e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 58826 members 
Mstep: Class 4 contains 7043 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 6782 members 
Mstep: Class 8 contains 17366 members 
Mstep: Class 9 contains 8396 members 
Mstep: Class 10 contains 87026 members 
Mstep: Class 11 contains 59169 members 
Mstep: Class 12 contains 2027 members 
Mstep: Class 13 contains 4744 members 
Mstep: Class 14 contains 11787 members 
Mstep: Class 15 contains 5566 members 
Mstep: Class 16 contains 42253 members 
Mstep: Class 17 contains 8372 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 9519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343450.000000 Penalty: 41578.109375
Iteration 241Q: 21 clusters Score -2.134345e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 7291 members 
Mstep: Class 3 contains 58816 members 
Mstep: Class 4 contains 7050 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 6785 members 
Mstep: Class 8 contains 17363 members 
Mstep: Class 9 contains 8398 members 
Mstep: Class 10 contains 87020 members 
Mstep: Class 11 contains 59160 members 
Mstep: Class 12 contains 2027 members 
Mstep: Class 13 contains 4743 members 
Mstep: Class 14 contains 11786 members 
Mstep: Class 15 contains 5574 members 
Mstep: Class 16 contains 42271 members 
Mstep: Class 17 contains 8368 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 9522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343464.000000 Penalty: 41578.109375
Iteration 242Q: 21 clusters Score -2.134346e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 7291 members 
Mstep: Class 3 contains 58803 members 
Mstep: Class 4 contains 7054 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 6786 members 
Mstep: Class 8 contains 17358 members 
Mstep: Class 9 contains 8398 members 
Mstep: Class 10 contains 87016 members 
Mstep: Class 11 contains 59158 members 
Mstep: Class 12 contains 2027 members 
Mstep: Class 13 contains 4743 members 
Mstep: Class 14 contains 11781 members 
Mstep: Class 15 contains 5583 members 
Mstep: Class 16 contains 42285 members 
Mstep: Class 17 contains 8367 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 9526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343452.000000 Penalty: 41578.109375
Iteration 243Q: 21 clusters Score -2.134345e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 7290 members 
Mstep: Class 3 contains 58795 members 
Mstep: Class 4 contains 7060 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 17350 members 
Mstep: Class 9 contains 8398 members 
Mstep: Class 10 contains 87014 members 
Mstep: Class 11 contains 59147 members 
Mstep: Class 12 contains 2027 members 
Mstep: Class 13 contains 4744 members 
Mstep: Class 14 contains 11777 members 
Mstep: Class 15 contains 5590 members 
Mstep: Class 16 contains 42307 members 
Mstep: Class 17 contains 8367 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 9528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343448.000000 Penalty: 41578.109375
Iteration 244Q: 21 clusters Score -2.134345e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 7288 members 
Mstep: Class 3 contains 58786 members 
Mstep: Class 4 contains 7064 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 6790 members 
Mstep: Class 8 contains 17349 members 
Mstep: Class 9 contains 8401 members 
Mstep: Class 10 contains 87013 members 
Mstep: Class 11 contains 59142 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 4745 members 
Mstep: Class 14 contains 11776 members 
Mstep: Class 15 contains 5589 members 
Mstep: Class 16 contains 42325 members 
Mstep: Class 17 contains 8364 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 9532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343468.000000 Penalty: 41578.109375
Iteration 245Q: 21 clusters Score -2.134347e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 7288 members 
Mstep: Class 3 contains 58781 members 
Mstep: Class 4 contains 7066 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 17349 members 
Mstep: Class 9 contains 8402 members 
Mstep: Class 10 contains 87013 members 
Mstep: Class 11 contains 59137 members 
Mstep: Class 12 contains 2029 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 11777 members 
Mstep: Class 15 contains 5583 members 
Mstep: Class 16 contains 42335 members 
Mstep: Class 17 contains 8363 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 9537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343496.000000 Penalty: 41578.109375
Iteration 246Q: 21 clusters Score -2.13435e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 7289 members 
Mstep: Class 3 contains 58776 members 
Mstep: Class 4 contains 7070 members 
Mstep: Class 5 contains 1207 members 
Mstep: Class 6 contains 3674 members 
Mstep: Class 7 contains 6788 members 
Mstep: Class 8 contains 17344 members 
Mstep: Class 9 contains 8403 members 
Mstep: Class 10 contains 87019 members 
Mstep: Class 11 contains 59132 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 11777 members 
Mstep: Class 15 contains 5579 members 
Mstep: Class 16 contains 42342 members 
Mstep: Class 17 contains 8362 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 9541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343494.000000 Penalty: 41578.109375
Iteration 247Q: 21 clusters Score -2.134349e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 7291 members 
Mstep: Class 3 contains 58770 members 
Mstep: Class 4 contains 7071 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 3674 members 
Mstep: Class 7 contains 6788 members 
Mstep: Class 8 contains 17341 members 
Mstep: Class 9 contains 8402 members 
Mstep: Class 10 contains 87019 members 
Mstep: Class 11 contains 59129 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 4744 members 
Mstep: Class 14 contains 11778 members 
Mstep: Class 15 contains 5576 members 
Mstep: Class 16 contains 42355 members 
Mstep: Class 17 contains 8362 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 9545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343492.000000 Penalty: 41578.109375
Iteration 248Q: 21 clusters Score -2.134349e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 7295 members 
Mstep: Class 3 contains 58767 members 
Mstep: Class 4 contains 7071 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 3674 members 
Mstep: Class 7 contains 6788 members 
Mstep: Class 8 contains 17338 members 
Mstep: Class 9 contains 8400 members 
Mstep: Class 10 contains 87016 members 
Mstep: Class 11 contains 59128 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 11778 members 
Mstep: Class 15 contains 5577 members 
Mstep: Class 16 contains 42356 members 
Mstep: Class 17 contains 8362 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 9552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343484.000000 Penalty: 41578.109375
Iteration 249Q: 21 clusters Score -2.134348e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 7296 members 
Mstep: Class 3 contains 58758 members 
Mstep: Class 4 contains 7072 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 3674 members 
Mstep: Class 7 contains 6788 members 
Mstep: Class 8 contains 17334 members 
Mstep: Class 9 contains 8397 members 
Mstep: Class 10 contains 87016 members 
Mstep: Class 11 contains 59127 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 4744 members 
Mstep: Class 14 contains 11778 members 
Mstep: Class 15 contains 5576 members 
Mstep: Class 16 contains 42364 members 
Mstep: Class 17 contains 8362 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 9562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343474.000000 Penalty: 41578.109375
Iteration 250Q: 21 clusters Score -2.134347e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 7298 members 
Mstep: Class 3 contains 58750 members 
Mstep: Class 4 contains 7072 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3674 members 
Mstep: Class 7 contains 6788 members 
Mstep: Class 8 contains 17334 members 
Mstep: Class 9 contains 8396 members 
Mstep: Class 10 contains 87015 members 
Mstep: Class 11 contains 59129 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 11778 members 
Mstep: Class 15 contains 5573 members 
Mstep: Class 16 contains 42369 members 
Mstep: Class 17 contains 8362 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 9566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343484.000000 Penalty: 41578.109375
Iteration 251Q: 21 clusters Score -2.134348e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 7302 members 
Mstep: Class 3 contains 58746 members 
Mstep: Class 4 contains 7071 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3673 members 
Mstep: Class 7 contains 6788 members 
Mstep: Class 8 contains 17334 members 
Mstep: Class 9 contains 8394 members 
Mstep: Class 10 contains 87010 members 
Mstep: Class 11 contains 59129 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 11778 members 
Mstep: Class 15 contains 5569 members 
Mstep: Class 16 contains 42375 members 
Mstep: Class 17 contains 8362 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 9572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343492.000000 Penalty: 41578.109375
Iteration 252Q: 21 clusters Score -2.134349e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 7305 members 
Mstep: Class 3 contains 58744 members 
Mstep: Class 4 contains 7071 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3671 members 
Mstep: Class 7 contains 6788 members 
Mstep: Class 8 contains 17336 members 
Mstep: Class 9 contains 8393 members 
Mstep: Class 10 contains 87007 members 
Mstep: Class 11 contains 59127 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 11778 members 
Mstep: Class 15 contains 5561 members 
Mstep: Class 16 contains 42381 members 
Mstep: Class 17 contains 8362 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1504 members 
Mstep: Class 20 contains 9578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343498.000000 Penalty: 41578.109375
Iteration 253Q: 21 clusters Score -2.13435e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 7309 members 
Mstep: Class 3 contains 58740 members 
Mstep: Class 4 contains 7071 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3668 members 
Mstep: Class 7 contains 6788 members 
Mstep: Class 8 contains 17337 members 
Mstep: Class 9 contains 8392 members 
Mstep: Class 10 contains 87008 members 
Mstep: Class 11 contains 59125 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 5561 members 
Mstep: Class 16 contains 42382 members 
Mstep: Class 17 contains 8362 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1504 members 
Mstep: Class 20 contains 9580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343510.000000 Penalty: 41578.109375
Iteration 254Q: 21 clusters Score -2.134351e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 7310 members 
Mstep: Class 3 contains 58740 members 
Mstep: Class 4 contains 7071 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3668 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 17336 members 
Mstep: Class 9 contains 8391 members 
Mstep: Class 10 contains 87008 members 
Mstep: Class 11 contains 59121 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 5560 members 
Mstep: Class 16 contains 42384 members 
Mstep: Class 17 contains 8362 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1504 members 
Mstep: Class 20 contains 9583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343500.000000 Penalty: 41578.109375
Iteration 255Q: 21 clusters Score -2.13435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 7310 members 
Mstep: Class 3 contains 58741 members 
Mstep: Class 4 contains 7071 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3667 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 17333 members 
Mstep: Class 9 contains 8391 members 
Mstep: Class 10 contains 87007 members 
Mstep: Class 11 contains 59119 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 5560 members 
Mstep: Class 16 contains 42386 members 
Mstep: Class 17 contains 8361 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1504 members 
Mstep: Class 20 contains 9587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343502.000000 Penalty: 41578.109375
Iteration 256Q: 21 clusters Score -2.13435e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 7310 members 
Mstep: Class 3 contains 58742 members 
Mstep: Class 4 contains 7070 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3667 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 17329 members 
Mstep: Class 9 contains 8391 members 
Mstep: Class 10 contains 87007 members 
Mstep: Class 11 contains 59119 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 5559 members 
Mstep: Class 16 contains 42392 members 
Mstep: Class 17 contains 8360 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1504 members 
Mstep: Class 20 contains 9589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343512.000000 Penalty: 41578.109375
Iteration 257Q: 21 clusters Score -2.134351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 7311 members 
Mstep: Class 3 contains 58742 members 
Mstep: Class 4 contains 7070 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3667 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 17329 members 
Mstep: Class 9 contains 8390 members 
Mstep: Class 10 contains 87007 members 
Mstep: Class 11 contains 59117 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 5559 members 
Mstep: Class 16 contains 42392 members 
Mstep: Class 17 contains 8360 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1504 members 
Mstep: Class 20 contains 9591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343508.000000 Penalty: 41578.109375
Iteration 258Q: 21 clusters Score -2.134351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 7312 members 
Mstep: Class 3 contains 58738 members 
Mstep: Class 4 contains 7070 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3667 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 17329 members 
Mstep: Class 9 contains 8390 members 
Mstep: Class 10 contains 87009 members 
Mstep: Class 11 contains 59115 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 5560 members 
Mstep: Class 16 contains 42393 members 
Mstep: Class 17 contains 8360 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1504 members 
Mstep: Class 20 contains 9592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343504.000000 Penalty: 41578.109375
Iteration 259Q: 21 clusters Score -2.13435e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 7314 members 
Mstep: Class 3 contains 58738 members 
Mstep: Class 4 contains 7070 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3667 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 17327 members 
Mstep: Class 9 contains 8390 members 
Mstep: Class 10 contains 87010 members 
Mstep: Class 11 contains 59112 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 5561 members 
Mstep: Class 16 contains 42396 members 
Mstep: Class 17 contains 8360 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1504 members 
Mstep: Class 20 contains 9591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343500.000000 Penalty: 41578.109375
Iteration 260F: 21 clusters Score -2.13435e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 7318 members 
Mstep: Class 3 contains 58736 members 
Mstep: Class 4 contains 7070 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3663 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 17324 members 
Mstep: Class 9 contains 8390 members 
Mstep: Class 10 contains 87011 members 
Mstep: Class 11 contains 59108 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 5560 members 
Mstep: Class 16 contains 42403 members 
Mstep: Class 17 contains 8360 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 9592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343474.000000 Penalty: 41578.109375
Iteration 261Q: 21 clusters Score -2.134347e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 7321 members 
Mstep: Class 3 contains 58736 members 
Mstep: Class 4 contains 7068 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3662 members 
Mstep: Class 7 contains 6790 members 
Mstep: Class 8 contains 17320 members 
Mstep: Class 9 contains 8389 members 
Mstep: Class 10 contains 87014 members 
Mstep: Class 11 contains 59102 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 5559 members 
Mstep: Class 16 contains 42408 members 
Mstep: Class 17 contains 8360 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 9593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343484.000000 Penalty: 41578.109375
Iteration 262Q: 21 clusters Score -2.134348e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 58733 members 
Mstep: Class 4 contains 7068 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3660 members 
Mstep: Class 7 contains 6792 members 
Mstep: Class 8 contains 17314 members 
Mstep: Class 9 contains 8387 members 
Mstep: Class 10 contains 87014 members 
Mstep: Class 11 contains 59098 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 5561 members 
Mstep: Class 16 contains 42413 members 
Mstep: Class 17 contains 8360 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 9596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343492.000000 Penalty: 41578.109375
Iteration 263Q: 21 clusters Score -2.134349e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 7330 members 
Mstep: Class 3 contains 58729 members 
Mstep: Class 4 contains 7069 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3654 members 
Mstep: Class 7 contains 6794 members 
Mstep: Class 8 contains 17312 members 
Mstep: Class 9 contains 8384 members 
Mstep: Class 10 contains 87014 members 
Mstep: Class 11 contains 59093 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 5561 members 
Mstep: Class 16 contains 42421 members 
Mstep: Class 17 contains 8360 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 9601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343504.000000 Penalty: 41578.109375
Iteration 264Q: 21 clusters Score -2.13435e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 7334 members 
Mstep: Class 3 contains 58727 members 
Mstep: Class 4 contains 7071 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3650 members 
Mstep: Class 7 contains 6796 members 
Mstep: Class 8 contains 17310 members 
Mstep: Class 9 contains 8382 members 
Mstep: Class 10 contains 87011 members 
Mstep: Class 11 contains 59089 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 5566 members 
Mstep: Class 16 contains 42426 members 
Mstep: Class 17 contains 8360 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 9602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343474.000000 Penalty: 41578.109375
Iteration 265Q: 21 clusters Score -2.134347e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 7337 members 
Mstep: Class 3 contains 58724 members 
Mstep: Class 4 contains 7072 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 6799 members 
Mstep: Class 8 contains 17305 members 
Mstep: Class 9 contains 8380 members 
Mstep: Class 10 contains 87011 members 
Mstep: Class 11 contains 59084 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 5563 members 
Mstep: Class 16 contains 42432 members 
Mstep: Class 17 contains 8360 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 9609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343500.000000 Penalty: 41578.109375
Iteration 266Q: 21 clusters Score -2.13435e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 7338 members 
Mstep: Class 3 contains 58722 members 
Mstep: Class 4 contains 7072 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3645 members 
Mstep: Class 7 contains 6802 members 
Mstep: Class 8 contains 17302 members 
Mstep: Class 9 contains 8378 members 
Mstep: Class 10 contains 87011 members 
Mstep: Class 11 contains 59077 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 5564 members 
Mstep: Class 16 contains 42440 members 
Mstep: Class 17 contains 8360 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 9613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343468.000000 Penalty: 41578.109375
Iteration 267Q: 21 clusters Score -2.134347e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 58719 members 
Mstep: Class 4 contains 7072 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3643 members 
Mstep: Class 7 contains 6803 members 
Mstep: Class 8 contains 17296 members 
Mstep: Class 9 contains 8378 members 
Mstep: Class 10 contains 87011 members 
Mstep: Class 11 contains 59072 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 4748 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 5565 members 
Mstep: Class 16 contains 42449 members 
Mstep: Class 17 contains 8360 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 9615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343472.000000 Penalty: 41578.109375
Iteration 268Q: 21 clusters Score -2.134347e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 7340 members 
Mstep: Class 3 contains 58716 members 
Mstep: Class 4 contains 7074 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3641 members 
Mstep: Class 7 contains 6804 members 
Mstep: Class 8 contains 17292 members 
Mstep: Class 9 contains 8376 members 
Mstep: Class 10 contains 87009 members 
Mstep: Class 11 contains 59068 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 4750 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 5568 members 
Mstep: Class 16 contains 42459 members 
Mstep: Class 17 contains 8360 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 9615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343464.000000 Penalty: 41578.109375
Iteration 269Q: 21 clusters Score -2.134346e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 7341 members 
Mstep: Class 3 contains 58710 members 
Mstep: Class 4 contains 7074 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3640 members 
Mstep: Class 7 contains 6804 members 
Mstep: Class 8 contains 17287 members 
Mstep: Class 9 contains 8375 members 
Mstep: Class 10 contains 87009 members 
Mstep: Class 11 contains 59062 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 4751 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 5573 members 
Mstep: Class 16 contains 42472 members 
Mstep: Class 17 contains 8359 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 9615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343472.000000 Penalty: 41578.109375
Iteration 270Q: 21 clusters Score -2.134347e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 7342 members 
Mstep: Class 3 contains 58705 members 
Mstep: Class 4 contains 7074 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3640 members 
Mstep: Class 7 contains 6805 members 
Mstep: Class 8 contains 17279 members 
Mstep: Class 9 contains 8375 members 
Mstep: Class 10 contains 87012 members 
Mstep: Class 11 contains 59056 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4751 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 5577 members 
Mstep: Class 16 contains 42479 members 
Mstep: Class 17 contains 8359 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 9614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343508.000000 Penalty: 41578.109375
Iteration 271Q: 21 clusters Score -2.134351e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 7343 members 
Mstep: Class 3 contains 58699 members 
Mstep: Class 4 contains 7073 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3639 members 
Mstep: Class 7 contains 6808 members 
Mstep: Class 8 contains 17274 members 
Mstep: Class 9 contains 8374 members 
Mstep: Class 10 contains 87015 members 
Mstep: Class 11 contains 59048 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4753 members 
Mstep: Class 14 contains 11780 members 
Mstep: Class 15 contains 5584 members 
Mstep: Class 16 contains 42488 members 
Mstep: Class 17 contains 8357 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 9613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343486.000000 Penalty: 41578.109375
Iteration 272Q: 21 clusters Score -2.134349e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 58699 members 
Mstep: Class 4 contains 7076 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3638 members 
Mstep: Class 7 contains 6811 members 
Mstep: Class 8 contains 17269 members 
Mstep: Class 9 contains 8372 members 
Mstep: Class 10 contains 87016 members 
Mstep: Class 11 contains 59041 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4751 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 5587 members 
Mstep: Class 16 contains 42493 members 
Mstep: Class 17 contains 8355 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 9616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343540.000000 Penalty: 41578.109375
Iteration 273Q: 21 clusters Score -2.134354e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 7346 members 
Mstep: Class 3 contains 58702 members 
Mstep: Class 4 contains 7078 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3637 members 
Mstep: Class 7 contains 6812 members 
Mstep: Class 8 contains 17264 members 
Mstep: Class 9 contains 8369 members 
Mstep: Class 10 contains 87009 members 
Mstep: Class 11 contains 59039 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4751 members 
Mstep: Class 14 contains 11778 members 
Mstep: Class 15 contains 5593 members 
Mstep: Class 16 contains 42501 members 
Mstep: Class 17 contains 8352 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 9617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343498.000000 Penalty: 41578.109375
Iteration 274Q: 21 clusters Score -2.13435e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 58700 members 
Mstep: Class 4 contains 7080 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3636 members 
Mstep: Class 7 contains 6812 members 
Mstep: Class 8 contains 17260 members 
Mstep: Class 9 contains 8371 members 
Mstep: Class 10 contains 87009 members 
Mstep: Class 11 contains 59040 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4748 members 
Mstep: Class 14 contains 11778 members 
Mstep: Class 15 contains 5594 members 
Mstep: Class 16 contains 42505 members 
Mstep: Class 17 contains 8349 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 9620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343480.000000 Penalty: 41578.109375
Iteration 275Q: 21 clusters Score -2.134348e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 58693 members 
Mstep: Class 4 contains 7083 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3636 members 
Mstep: Class 7 contains 6813 members 
Mstep: Class 8 contains 17257 members 
Mstep: Class 9 contains 8372 members 
Mstep: Class 10 contains 87006 members 
Mstep: Class 11 contains 59039 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 5600 members 
Mstep: Class 16 contains 42508 members 
Mstep: Class 17 contains 8348 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 9622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343494.000000 Penalty: 41578.109375
Iteration 276Q: 21 clusters Score -2.134349e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 58682 members 
Mstep: Class 4 contains 7082 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3635 members 
Mstep: Class 7 contains 6814 members 
Mstep: Class 8 contains 17255 members 
Mstep: Class 9 contains 8372 members 
Mstep: Class 10 contains 87008 members 
Mstep: Class 11 contains 59040 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 11781 members 
Mstep: Class 15 contains 5603 members 
Mstep: Class 16 contains 42515 members 
Mstep: Class 17 contains 8347 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 9623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343480.000000 Penalty: 41578.109375
Iteration 277Q: 21 clusters Score -2.134348e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 58679 members 
Mstep: Class 4 contains 7084 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3633 members 
Mstep: Class 7 contains 6814 members 
Mstep: Class 8 contains 17251 members 
Mstep: Class 9 contains 8372 members 
Mstep: Class 10 contains 87007 members 
Mstep: Class 11 contains 59039 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 11781 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 42523 members 
Mstep: Class 17 contains 8347 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 9624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343498.000000 Penalty: 41578.109375
Iteration 278Q: 21 clusters Score -2.13435e+07 nChanged 25
Entering ConstructFrom: 
Score: -21343498.000000 Penalty: 41578.109375
Entering ConstructFrom: 
Trying to split cluster 1 (16705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Entering Unmasked Estep 
Score: -990608.562500 Penalty: 1580.062744
	Iteration 0F: 2 clusters Score -990608.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -979156.750000 Penalty: 3160.125488
	Iteration 0F: 3 clusters Score -979156.8 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -983221.125000 Penalty: 3160.125488
	Iteration 1F: 3 clusters Score -983221.1 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -983839.375000 Penalty: 3160.125488
	Iteration 2F: 3 clusters Score -983839.4 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -984604.750000 Penalty: 3160.125488
	Iteration 3F: 3 clusters Score -984604.8 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -985547.750000 Penalty: 3160.125488
	Iteration 4F: 3 clusters Score -985547.8 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -986442.250000 Penalty: 3160.125488
	Iteration 5F: 3 clusters Score -986442.2 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -987235.187500 Penalty: 3160.125488
	Iteration 6F: 3 clusters Score -987235.2 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -987897.687500 Penalty: 3160.125488
	Iteration 7F: 3 clusters Score -987897.7 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -988427.312500 Penalty: 3160.125488
	Iteration 8Q: 3 clusters Score -988427.3 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -988778.937500 Penalty: 3160.125488
	Iteration 9Q: 3 clusters Score -988778.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -988989.312500 Penalty: 3160.125488
	Iteration 10Q: 3 clusters Score -988989.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -989105.812500 Penalty: 3160.125488
	Iteration 11Q: 3 clusters Score -989105.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -989175.062500 Penalty: 3160.125488
	Iteration 12Q: 3 clusters Score -989175.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -989230.875000 Penalty: 3160.125488
	Iteration 13Q: 3 clusters Score -989230.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -989290.500000 Penalty: 3160.125488
	Iteration 14Q: 3 clusters Score -989290.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -989343.562500 Penalty: 3160.125488
	Iteration 15Q: 3 clusters Score -989343.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -989386.187500 Penalty: 3160.125488
	Iteration 16Q: 3 clusters Score -989386.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -989431.375000 Penalty: 3160.125488
	Iteration 17Q: 3 clusters Score -989431.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -989470.375000 Penalty: 3160.125488
	Iteration 18Q: 3 clusters Score -989470.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -989512.500000 Penalty: 3160.125488
	Iteration 19Q: 3 clusters Score -989512.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -989553.250000 Penalty: 3160.125488
	Iteration 20F: 3 clusters Score -989553.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -989605.187500 Penalty: 3160.125488
	Iteration 21Q: 3 clusters Score -989605.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -989671.687500 Penalty: 3160.125488
	Iteration 22Q: 3 clusters Score -989671.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -989754.125000 Penalty: 3160.125488
	Iteration 23Q: 3 clusters Score -989754.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -989835.125000 Penalty: 3160.125488
	Iteration 24Q: 3 clusters Score -989835.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -989917.000000 Penalty: 3160.125488
	Iteration 25Q: 3 clusters Score -989917 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -989987.250000 Penalty: 3160.125488
	Iteration 26Q: 3 clusters Score -989987.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -990068.187500 Penalty: 3160.125488
	Iteration 27Q: 3 clusters Score -990068.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -990159.437500 Penalty: 3160.125488
	Iteration 28Q: 3 clusters Score -990159.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -990267.437500 Penalty: 3160.125488
	Iteration 29Q: 3 clusters Score -990267.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -990384.937500 Penalty: 3160.125488
	Iteration 30Q: 3 clusters Score -990384.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -990461.375000 Penalty: 3160.125488
	Iteration 31Q: 3 clusters Score -990461.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -990511.062500 Penalty: 3160.125488
	Iteration 32Q: 3 clusters Score -990511.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -990543.312500 Penalty: 3160.125488
	Iteration 33Q: 3 clusters Score -990543.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -990563.500000 Penalty: 3160.125488
	Iteration 34Q: 3 clusters Score -990563.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -990576.750000 Penalty: 3160.125488
	Iteration 35Q: 3 clusters Score -990576.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -990585.562500 Penalty: 3160.125488
	Iteration 36Q: 3 clusters Score -990585.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -990594.125000 Penalty: 3160.125488
	Iteration 37Q: 3 clusters Score -990594.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -990595.687500 Penalty: 3160.125488
	Iteration 38Q: 3 clusters Score -990595.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -990601.187500 Penalty: 3160.125488
	Iteration 39Q: 3 clusters Score -990601.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -990606.250000 Penalty: 3160.125488
	Iteration 40F: 3 clusters Score -990606.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -990608.625000 Penalty: 3160.125488
	Iteration 41Q: 3 clusters Score -990608.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -990612.250000 Penalty: 3160.125488
	Iteration 42Q: 3 clusters Score -990612.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -990612.937500 Penalty: 3160.125488
	Iteration 43Q: 3 clusters Score -990612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -990613.812500 Penalty: 3160.125488
	Iteration 44Q: 3 clusters Score -990613.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -990612.250000 Penalty: 3160.125488
	Iteration 45Q: 3 clusters Score -990612.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -990611.812500 Penalty: 3160.125488
	Iteration 46Q: 3 clusters Score -990611.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -990613.625000 Penalty: 3160.125488
	Iteration 47Q: 3 clusters Score -990613.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -990614.250000 Penalty: 3160.125488
	Iteration 48Q: 3 clusters Score -990614.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -990613.437500 Penalty: 3160.125488
	Iteration 49Q: 3 clusters Score -990613.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -990614.687500 Penalty: 3160.125488
	Iteration 50Q: 3 clusters Score -990614.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -990614.687500 Penalty: 3160.125488
	Iteration 51Q: 3 clusters Score -990614.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -990614.750000 Penalty: 3160.125488
	Iteration 52Q: 3 clusters Score -990614.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -990615.812500 Penalty: 3160.125488
	Iteration 53Q: 3 clusters Score -990615.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -990615.375000 Penalty: 3160.125488
	Iteration 54Q: 3 clusters Score -990615.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -990614.375000 Penalty: 3160.125488
	Iteration 55Q: 3 clusters Score -990614.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -990614.375000 Penalty: 3160.125488
	Iteration 56F: 3 clusters Score -990614.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7349 members 
Mstep: Class 3 contains 58671 members 
Mstep: Class 4 contains 7084 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 6814 members 
Mstep: Class 8 contains 17249 members 
Mstep: Class 9 contains 8373 members 
Mstep: Class 10 contains 87009 members 
Mstep: Class 11 contains 59038 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 11781 members 
Mstep: Class 15 contains 5605 members 
Mstep: Class 16 contains 42531 members 
Mstep: Class 17 contains 8346 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 9624 members 
Mstep: Class 21 contains 14830 members 
Entering Unmasked Estep 
Score: -21343044.000000 Penalty: 43657.015625
Splitting cluster 1 changes total score from -21343498.000000 to -21343044.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (7349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Entering Unmasked Estep 
Score: -450904.000000 Penalty: 1446.626953
	Iteration 0F: 2 clusters Score -450904 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 3810 members 
Entering Unmasked Estep 
Score: -445451.343750 Penalty: 2893.253906
	Iteration 0F: 3 clusters Score -445451.3 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -447146.656250 Penalty: 2893.253906
	Iteration 1F: 3 clusters Score -447146.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -447432.531250 Penalty: 2893.253906
	Iteration 2F: 3 clusters Score -447432.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -447686.187500 Penalty: 2893.253906
	Iteration 3F: 3 clusters Score -447686.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -447962.656250 Penalty: 2893.253906
	Iteration 4F: 3 clusters Score -447962.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -448271.687500 Penalty: 2893.253906
	Iteration 5F: 3 clusters Score -448271.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -448567.750000 Penalty: 2893.253906
	Iteration 6F: 3 clusters Score -448567.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -448825.968750 Penalty: 2893.253906
	Iteration 7Q: 3 clusters Score -448826 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -449052.875000 Penalty: 2893.253906
	Iteration 8Q: 3 clusters Score -449052.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -449258.562500 Penalty: 2893.253906
	Iteration 9Q: 3 clusters Score -449258.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -449423.062500 Penalty: 2893.253906
	Iteration 10Q: 3 clusters Score -449423.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -449538.750000 Penalty: 2893.253906
	Iteration 11Q: 3 clusters Score -449538.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -449615.156250 Penalty: 2893.253906
	Iteration 12Q: 3 clusters Score -449615.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -449678.906250 Penalty: 2893.253906
	Iteration 13Q: 3 clusters Score -449678.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -449736.375000 Penalty: 2893.253906
	Iteration 14Q: 3 clusters Score -449736.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -449779.156250 Penalty: 2893.253906
	Iteration 15Q: 3 clusters Score -449779.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -449806.531250 Penalty: 2893.253906
	Iteration 16Q: 3 clusters Score -449806.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -449820.406250 Penalty: 2893.253906
	Iteration 17Q: 3 clusters Score -449820.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -449831.343750 Penalty: 2893.253906
	Iteration 18Q: 3 clusters Score -449831.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -449842.375000 Penalty: 2893.253906
	Iteration 19Q: 3 clusters Score -449842.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -449848.031250 Penalty: 2893.253906
	Iteration 20F: 3 clusters Score -449848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -449852.250000 Penalty: 2893.253906
	Iteration 21Q: 3 clusters Score -449852.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -449853.562500 Penalty: 2893.253906
	Iteration 22Q: 3 clusters Score -449853.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -449855.843750 Penalty: 2893.253906
	Iteration 23Q: 3 clusters Score -449855.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -449858.250000 Penalty: 2893.253906
	Iteration 24Q: 3 clusters Score -449858.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -449858.468750 Penalty: 2893.253906
	Iteration 25Q: 3 clusters Score -449858.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -449858.468750 Penalty: 2893.253906
	Iteration 26F: 3 clusters Score -449858.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (58671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58671 members 
Entering Unmasked Estep 
Score: -3588523.000000 Penalty: 1784.201416
	Iteration 0F: 2 clusters Score -3588523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -3549053.500000 Penalty: 3568.402832
	Iteration 0F: 3 clusters Score -3549054 nChanged 27736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -3565062.750000 Penalty: 3568.402832
	Iteration 1F: 3 clusters Score -3565063 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -3565768.500000 Penalty: 3568.402832
	Iteration 2Q: 3 clusters Score -3565768 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -3566864.250000 Penalty: 3568.402832
	Iteration 3Q: 3 clusters Score -3566864 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -3568695.000000 Penalty: 3568.402832
	Iteration 4F: 3 clusters Score -3568695 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3571804.250000 Penalty: 3568.402832
	Iteration 5F: 3 clusters Score -3571804 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -3576420.000000 Penalty: 3568.402832
	Iteration 6F: 3 clusters Score -3576420 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52734 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -3581249.000000 Penalty: 3568.402832
	Iteration 7F: 3 clusters Score -3581249 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55982 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -3584512.750000 Penalty: 3568.402832
	Iteration 8F: 3 clusters Score -3584513 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57566 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3586004.000000 Penalty: 3568.402832
	Iteration 9Q: 3 clusters Score -3586004 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58168 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3586583.500000 Penalty: 3568.402832
	Iteration 10Q: 3 clusters Score -3586584 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58352 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3586759.000000 Penalty: 3568.402832
	Iteration 11Q: 3 clusters Score -3586759 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3586828.000000 Penalty: 3568.402832
	Iteration 12Q: 3 clusters Score -3586828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3586871.000000 Penalty: 3568.402832
	Iteration 13Q: 3 clusters Score -3586871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3586891.750000 Penalty: 3568.402832
	Iteration 14Q: 3 clusters Score -3586892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3586909.000000 Penalty: 3568.402832
	Iteration 15Q: 3 clusters Score -3586909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58479 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3586917.000000 Penalty: 3568.402832
	Iteration 16Q: 3 clusters Score -3586917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58486 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3586933.000000 Penalty: 3568.402832
	Iteration 17Q: 3 clusters Score -3586933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3586943.750000 Penalty: 3568.402832
	Iteration 18Q: 3 clusters Score -3586944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3586947.500000 Penalty: 3568.402832
	Iteration 19Q: 3 clusters Score -3586948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58496 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3586953.750000 Penalty: 3568.402832
	Iteration 20F: 3 clusters Score -3586954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -3586967.750000 Penalty: 3568.402832
	Iteration 21Q: 3 clusters Score -3586968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58498 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3586972.750000 Penalty: 3568.402832
	Iteration 22Q: 3 clusters Score -3586973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58500 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3586974.000000 Penalty: 3568.402832
	Iteration 23Q: 3 clusters Score -3586974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58501 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3586976.750000 Penalty: 3568.402832
	Iteration 24Q: 3 clusters Score -3586977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58501 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3586976.750000 Penalty: 3568.402832
	Iteration 25F: 3 clusters Score -3586977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Entering Unmasked Estep 
Score: -408251.750000 Penalty: 1440.659058
	Iteration 0F: 2 clusters Score -408251.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -402926.843750 Penalty: 2881.318115
	Iteration 0F: 3 clusters Score -402926.8 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -404700.406250 Penalty: 2881.318115
	Iteration 1F: 3 clusters Score -404700.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -405151.937500 Penalty: 2881.318115
	Iteration 2F: 3 clusters Score -405151.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -405591.000000 Penalty: 2881.318115
	Iteration 3F: 3 clusters Score -405591 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -406041.312500 Penalty: 2881.318115
	Iteration 4F: 3 clusters Score -406041.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -406420.031250 Penalty: 2881.318115
	Iteration 5F: 3 clusters Score -406420 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -406715.343750 Penalty: 2881.318115
	Iteration 6F: 3 clusters Score -406715.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -406943.093750 Penalty: 2881.318115
	Iteration 7Q: 3 clusters Score -406943.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -407082.718750 Penalty: 2881.318115
	Iteration 8Q: 3 clusters Score -407082.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -407180.656250 Penalty: 2881.318115
	Iteration 9Q: 3 clusters Score -407180.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -407262.562500 Penalty: 2881.318115
	Iteration 10Q: 3 clusters Score -407262.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -407338.281250 Penalty: 2881.318115
	Iteration 11Q: 3 clusters Score -407338.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -407391.000000 Penalty: 2881.318115
	Iteration 12Q: 3 clusters Score -407391 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -407424.031250 Penalty: 2881.318115
	Iteration 13Q: 3 clusters Score -407424 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -407453.125000 Penalty: 2881.318115
	Iteration 14Q: 3 clusters Score -407453.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -407481.281250 Penalty: 2881.318115
	Iteration 15Q: 3 clusters Score -407481.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -407499.343750 Penalty: 2881.318115
	Iteration 16Q: 3 clusters Score -407499.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -407512.625000 Penalty: 2881.318115
	Iteration 17Q: 3 clusters Score -407512.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -407526.500000 Penalty: 2881.318115
	Iteration 18Q: 3 clusters Score -407526.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -407535.218750 Penalty: 2881.318115
	Iteration 19Q: 3 clusters Score -407535.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -407542.906250 Penalty: 2881.318115
	Iteration 20F: 3 clusters Score -407542.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -407549.187500 Penalty: 2881.318115
	Iteration 21Q: 3 clusters Score -407549.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -407557.281250 Penalty: 2881.318115
	Iteration 22Q: 3 clusters Score -407557.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -407567.781250 Penalty: 2881.318115
	Iteration 23Q: 3 clusters Score -407567.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -407576.125000 Penalty: 2881.318115
	Iteration 24Q: 3 clusters Score -407576.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -407585.406250 Penalty: 2881.318115
	Iteration 25Q: 3 clusters Score -407585.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -407599.593750 Penalty: 2881.318115
	Iteration 26Q: 3 clusters Score -407599.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -407624.062500 Penalty: 2881.318115
	Iteration 27Q: 3 clusters Score -407624.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -407658.437500 Penalty: 2881.318115
	Iteration 28Q: 3 clusters Score -407658.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -407703.062500 Penalty: 2881.318115
	Iteration 29Q: 3 clusters Score -407703.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -407758.250000 Penalty: 2881.318115
	Iteration 30Q: 3 clusters Score -407758.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -407799.375000 Penalty: 2881.318115
	Iteration 31Q: 3 clusters Score -407799.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -407827.093750 Penalty: 2881.318115
	Iteration 32Q: 3 clusters Score -407827.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -407856.312500 Penalty: 2881.318115
	Iteration 33Q: 3 clusters Score -407856.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -407884.250000 Penalty: 2881.318115
	Iteration 34Q: 3 clusters Score -407884.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -407902.437500 Penalty: 2881.318115
	Iteration 35Q: 3 clusters Score -407902.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -407915.656250 Penalty: 2881.318115
	Iteration 36Q: 3 clusters Score -407915.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -407931.281250 Penalty: 2881.318115
	Iteration 37Q: 3 clusters Score -407931.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -407937.531250 Penalty: 2881.318115
	Iteration 38Q: 3 clusters Score -407937.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -407944.312500 Penalty: 2881.318115
	Iteration 39Q: 3 clusters Score -407944.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -407947.750000 Penalty: 2881.318115
	Iteration 40F: 3 clusters Score -407947.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -407951.156250 Penalty: 2881.318115
	Iteration 41Q: 3 clusters Score -407951.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -407952.000000 Penalty: 2881.318115
	Iteration 42Q: 3 clusters Score -407952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -407954.218750 Penalty: 2881.318115
	Iteration 43Q: 3 clusters Score -407954.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -407954.875000 Penalty: 2881.318115
	Iteration 44Q: 3 clusters Score -407954.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -407956.687500 Penalty: 2881.318115
	Iteration 45Q: 3 clusters Score -407956.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -407957.937500 Penalty: 2881.318115
	Iteration 46Q: 3 clusters Score -407957.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -407958.500000 Penalty: 2881.318115
	Iteration 47Q: 3 clusters Score -407958.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -407959.968750 Penalty: 2881.318115
	Iteration 48Q: 3 clusters Score -407960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -407961.781250 Penalty: 2881.318115
	Iteration 49Q: 3 clusters Score -407961.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -407962.468750 Penalty: 2881.318115
	Iteration 50Q: 3 clusters Score -407962.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -407963.812500 Penalty: 2881.318115
	Iteration 51Q: 3 clusters Score -407963.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -407963.250000 Penalty: 2881.318115
	Iteration 52Q: 3 clusters Score -407963.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -407964.656250 Penalty: 2881.318115
	Iteration 53Q: 3 clusters Score -407964.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -407966.531250 Penalty: 2881.318115
	Iteration 54Q: 3 clusters Score -407966.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -407968.937500 Penalty: 2881.318115
	Iteration 55Q: 3 clusters Score -407968.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -407970.156250 Penalty: 2881.318115
	Iteration 56Q: 3 clusters Score -407970.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -407972.781250 Penalty: 2881.318115
	Iteration 57Q: 3 clusters Score -407972.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -407975.906250 Penalty: 2881.318115
	Iteration 58Q: 3 clusters Score -407975.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -407978.187500 Penalty: 2881.318115
	Iteration 59Q: 3 clusters Score -407978.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -407981.781250 Penalty: 2881.318115
	Iteration 60F: 3 clusters Score -407981.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -407982.125000 Penalty: 2881.318115
	Iteration 61Q: 3 clusters Score -407982.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -407983.250000 Penalty: 2881.318115
	Iteration 62Q: 3 clusters Score -407983.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -407985.406250 Penalty: 2881.318115
	Iteration 63Q: 3 clusters Score -407985.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -407985.718750 Penalty: 2881.318115
	Iteration 64Q: 3 clusters Score -407985.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -407985.593750 Penalty: 2881.318115
	Iteration 65Q: 3 clusters Score -407985.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -407985.531250 Penalty: 2881.318115
	Iteration 66Q: 3 clusters Score -407985.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -407986.531250 Penalty: 2881.318115
	Iteration 67Q: 3 clusters Score -407986.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -407985.906250 Penalty: 2881.318115
	Iteration 68Q: 3 clusters Score -407985.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -407987.000000 Penalty: 2881.318115
	Iteration 69Q: 3 clusters Score -407987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -407986.812500 Penalty: 2881.318115
	Iteration 70Q: 3 clusters Score -407986.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -407986.812500 Penalty: 2881.318115
	Iteration 71F: 3 clusters Score -407986.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -74438.554688 Penalty: 1153.486084
	Iteration 0F: 2 clusters Score -74438.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -72842.570312 Penalty: 2306.972168
	Iteration 0F: 3 clusters Score -72842.57 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -73149.828125 Penalty: 2306.972168
	Iteration 1F: 3 clusters Score -73149.83 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -73222.781250 Penalty: 2306.972168
	Iteration 2F: 3 clusters Score -73222.78 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -73266.085938 Penalty: 2306.972168
	Iteration 3Q: 3 clusters Score -73266.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -73281.554688 Penalty: 2306.972168
	Iteration 4Q: 3 clusters Score -73281.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -73294.367188 Penalty: 2306.972168
	Iteration 5Q: 3 clusters Score -73294.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -73301.140625 Penalty: 2306.972168
	Iteration 6Q: 3 clusters Score -73301.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -73303.750000 Penalty: 2306.972168
	Iteration 7Q: 3 clusters Score -73303.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -73310.210938 Penalty: 2306.972168
	Iteration 8Q: 3 clusters Score -73310.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -73315.289062 Penalty: 2306.972168
	Iteration 9Q: 3 clusters Score -73315.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -73318.210938 Penalty: 2306.972168
	Iteration 10Q: 3 clusters Score -73318.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -73322.070312 Penalty: 2306.972168
	Iteration 11Q: 3 clusters Score -73322.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -73324.140625 Penalty: 2306.972168
	Iteration 12Q: 3 clusters Score -73324.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -73325.023438 Penalty: 2306.972168
	Iteration 13Q: 3 clusters Score -73325.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -73325.312500 Penalty: 2306.972168
	Iteration 14Q: 3 clusters Score -73325.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -73326.835938 Penalty: 2306.972168
	Iteration 15Q: 3 clusters Score -73326.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -73327.460938 Penalty: 2306.972168
	Iteration 16Q: 3 clusters Score -73327.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -73327.765625 Penalty: 2306.972168
	Iteration 17Q: 3 clusters Score -73327.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -73327.765625 Penalty: 2306.972168
	Iteration 18F: 3 clusters Score -73327.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -209648.125000 Penalty: 1332.055298
	Iteration 0F: 2 clusters Score -209648.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -206518.031250 Penalty: 2664.110596
	Iteration 0F: 3 clusters Score -206518 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -207326.687500 Penalty: 2664.110596
	Iteration 1F: 3 clusters Score -207326.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -207482.671875 Penalty: 2664.110596
	Iteration 2F: 3 clusters Score -207482.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -207596.140625 Penalty: 2664.110596
	Iteration 3F: 3 clusters Score -207596.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -207687.781250 Penalty: 2664.110596
	Iteration 4Q: 3 clusters Score -207687.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -207777.515625 Penalty: 2664.110596
	Iteration 5Q: 3 clusters Score -207777.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -207856.593750 Penalty: 2664.110596
	Iteration 6Q: 3 clusters Score -207856.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -207916.093750 Penalty: 2664.110596
	Iteration 7Q: 3 clusters Score -207916.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -207982.718750 Penalty: 2664.110596
	Iteration 8Q: 3 clusters Score -207982.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -208034.687500 Penalty: 2664.110596
	Iteration 9Q: 3 clusters Score -208034.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -208081.171875 Penalty: 2664.110596
	Iteration 10Q: 3 clusters Score -208081.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -208132.015625 Penalty: 2664.110596
	Iteration 11Q: 3 clusters Score -208132 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -208195.265625 Penalty: 2664.110596
	Iteration 12Q: 3 clusters Score -208195.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -208259.171875 Penalty: 2664.110596
	Iteration 13Q: 3 clusters Score -208259.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -208325.265625 Penalty: 2664.110596
	Iteration 14Q: 3 clusters Score -208325.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -208393.343750 Penalty: 2664.110596
	Iteration 15Q: 3 clusters Score -208393.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -208464.812500 Penalty: 2664.110596
	Iteration 16Q: 3 clusters Score -208464.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -208564.671875 Penalty: 2664.110596
	Iteration 17Q: 3 clusters Score -208564.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -208674.484375 Penalty: 2664.110596
	Iteration 18Q: 3 clusters Score -208674.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -208816.000000 Penalty: 2664.110596
	Iteration 19Q: 3 clusters Score -208816 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -208980.375000 Penalty: 2664.110596
	Iteration 20F: 3 clusters Score -208980.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -209087.828125 Penalty: 2664.110596
	Iteration 21Q: 3 clusters Score -209087.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -209167.765625 Penalty: 2664.110596
	Iteration 22Q: 3 clusters Score -209167.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -209243.031250 Penalty: 2664.110596
	Iteration 23Q: 3 clusters Score -209243 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -209308.781250 Penalty: 2664.110596
	Iteration 24Q: 3 clusters Score -209308.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -209342.625000 Penalty: 2664.110596
	Iteration 25Q: 3 clusters Score -209342.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -209352.812500 Penalty: 2664.110596
	Iteration 26Q: 3 clusters Score -209352.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -209357.453125 Penalty: 2664.110596
	Iteration 27Q: 3 clusters Score -209357.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -209365.656250 Penalty: 2664.110596
	Iteration 28Q: 3 clusters Score -209365.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -209371.046875 Penalty: 2664.110596
	Iteration 29Q: 3 clusters Score -209371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -209373.343750 Penalty: 2664.110596
	Iteration 30Q: 3 clusters Score -209373.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -209374.000000 Penalty: 2664.110596
	Iteration 31Q: 3 clusters Score -209374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -209374.593750 Penalty: 2664.110596
	Iteration 32Q: 3 clusters Score -209374.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -209374.578125 Penalty: 2664.110596
	Iteration 33Q: 3 clusters Score -209374.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -209375.187500 Penalty: 2664.110596
	Iteration 34Q: 3 clusters Score -209375.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -209375.187500 Penalty: 2664.110596
	Iteration 35F: 3 clusters Score -209375.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Entering Unmasked Estep 
Score: -414468.375000 Penalty: 1434.344360
	Iteration 0F: 2 clusters Score -414468.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -409333.781250 Penalty: 2868.688721
	Iteration 0F: 3 clusters Score -409333.8 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -410861.625000 Penalty: 2868.688721
	Iteration 1F: 3 clusters Score -410861.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -411148.906250 Penalty: 2868.688721
	Iteration 2F: 3 clusters Score -411148.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -411377.531250 Penalty: 2868.688721
	Iteration 3F: 3 clusters Score -411377.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -411533.375000 Penalty: 2868.688721
	Iteration 4Q: 3 clusters Score -411533.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -411667.812500 Penalty: 2868.688721
	Iteration 5Q: 3 clusters Score -411667.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -411795.625000 Penalty: 2868.688721
	Iteration 6Q: 3 clusters Score -411795.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -411922.343750 Penalty: 2868.688721
	Iteration 7Q: 3 clusters Score -411922.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -412064.625000 Penalty: 2868.688721
	Iteration 8Q: 3 clusters Score -412064.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -412250.468750 Penalty: 2868.688721
	Iteration 9Q: 3 clusters Score -412250.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -412449.437500 Penalty: 2868.688721
	Iteration 10Q: 3 clusters Score -412449.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -412604.468750 Penalty: 2868.688721
	Iteration 11Q: 3 clusters Score -412604.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -412714.031250 Penalty: 2868.688721
	Iteration 12Q: 3 clusters Score -412714 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -412811.875000 Penalty: 2868.688721
	Iteration 13Q: 3 clusters Score -412811.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -412905.812500 Penalty: 2868.688721
	Iteration 14Q: 3 clusters Score -412905.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -412985.125000 Penalty: 2868.688721
	Iteration 15Q: 3 clusters Score -412985.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -413060.656250 Penalty: 2868.688721
	Iteration 16Q: 3 clusters Score -413060.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -413111.875000 Penalty: 2868.688721
	Iteration 17Q: 3 clusters Score -413111.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -413150.562500 Penalty: 2868.688721
	Iteration 18Q: 3 clusters Score -413150.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -413179.156250 Penalty: 2868.688721
	Iteration 19Q: 3 clusters Score -413179.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -413202.968750 Penalty: 2868.688721
	Iteration 20F: 3 clusters Score -413203 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -413226.625000 Penalty: 2868.688721
	Iteration 21Q: 3 clusters Score -413226.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -413245.906250 Penalty: 2868.688721
	Iteration 22Q: 3 clusters Score -413245.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -413265.093750 Penalty: 2868.688721
	Iteration 23Q: 3 clusters Score -413265.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -413291.218750 Penalty: 2868.688721
	Iteration 24Q: 3 clusters Score -413291.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -413317.250000 Penalty: 2868.688721
	Iteration 25Q: 3 clusters Score -413317.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -413352.437500 Penalty: 2868.688721
	Iteration 26Q: 3 clusters Score -413352.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -413390.906250 Penalty: 2868.688721
	Iteration 27Q: 3 clusters Score -413390.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -413439.343750 Penalty: 2868.688721
	Iteration 28Q: 3 clusters Score -413439.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -413512.093750 Penalty: 2868.688721
	Iteration 29Q: 3 clusters Score -413512.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -413614.500000 Penalty: 2868.688721
	Iteration 30Q: 3 clusters Score -413614.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -413714.375000 Penalty: 2868.688721
	Iteration 31Q: 3 clusters Score -413714.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -413805.375000 Penalty: 2868.688721
	Iteration 32Q: 3 clusters Score -413805.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -413896.593750 Penalty: 2868.688721
	Iteration 33Q: 3 clusters Score -413896.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -413950.437500 Penalty: 2868.688721
	Iteration 34Q: 3 clusters Score -413950.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -413985.593750 Penalty: 2868.688721
	Iteration 35Q: 3 clusters Score -413985.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -414002.968750 Penalty: 2868.688721
	Iteration 36Q: 3 clusters Score -414003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -414009.187500 Penalty: 2868.688721
	Iteration 37Q: 3 clusters Score -414009.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -414016.000000 Penalty: 2868.688721
	Iteration 38Q: 3 clusters Score -414016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -414022.687500 Penalty: 2868.688721
	Iteration 39Q: 3 clusters Score -414022.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -414030.968750 Penalty: 2868.688721
	Iteration 40F: 3 clusters Score -414031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -414039.281250 Penalty: 2868.688721
	Iteration 41Q: 3 clusters Score -414039.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -414041.281250 Penalty: 2868.688721
	Iteration 42Q: 3 clusters Score -414041.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -414043.062500 Penalty: 2868.688721
	Iteration 43Q: 3 clusters Score -414043.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -414043.312500 Penalty: 2868.688721
	Iteration 44Q: 3 clusters Score -414043.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -414043.312500 Penalty: 2868.688721
	Iteration 45F: 3 clusters Score -414043.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Entering Unmasked Estep 
Score: -1058424.750000 Penalty: 1585.270264
	Iteration 0F: 2 clusters Score -1058425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1046714.750000 Penalty: 3170.540527
	Iteration 0F: 3 clusters Score -1046715 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1050947.125000 Penalty: 3170.540527
	Iteration 1F: 3 clusters Score -1050947 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1051294.375000 Penalty: 3170.540527
	Iteration 2F: 3 clusters Score -1051294 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1051625.625000 Penalty: 3170.540527
	Iteration 3Q: 3 clusters Score -1051626 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1051964.750000 Penalty: 3170.540527
	Iteration 4Q: 3 clusters Score -1051965 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1052336.500000 Penalty: 3170.540527
	Iteration 5Q: 3 clusters Score -1052336 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1052759.500000 Penalty: 3170.540527
	Iteration 6Q: 3 clusters Score -1052760 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1053242.000000 Penalty: 3170.540527
	Iteration 7Q: 3 clusters Score -1053242 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1053734.375000 Penalty: 3170.540527
	Iteration 8Q: 3 clusters Score -1053734 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1054264.375000 Penalty: 3170.540527
	Iteration 9Q: 3 clusters Score -1054264 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1054748.750000 Penalty: 3170.540527
	Iteration 10Q: 3 clusters Score -1054749 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1055140.750000 Penalty: 3170.540527
	Iteration 11Q: 3 clusters Score -1055141 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1055405.125000 Penalty: 3170.540527
	Iteration 12Q: 3 clusters Score -1055405 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1055572.875000 Penalty: 3170.540527
	Iteration 13Q: 3 clusters Score -1055573 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1055687.375000 Penalty: 3170.540527
	Iteration 14Q: 3 clusters Score -1055687 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1055765.750000 Penalty: 3170.540527
	Iteration 15Q: 3 clusters Score -1055766 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1055821.500000 Penalty: 3170.540527
	Iteration 16Q: 3 clusters Score -1055822 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1055872.250000 Penalty: 3170.540527
	Iteration 17Q: 3 clusters Score -1055872 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1055912.375000 Penalty: 3170.540527
	Iteration 18Q: 3 clusters Score -1055912 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1055946.500000 Penalty: 3170.540527
	Iteration 19Q: 3 clusters Score -1055946 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1055974.000000 Penalty: 3170.540527
	Iteration 20F: 3 clusters Score -1055974 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1055996.125000 Penalty: 3170.540527
	Iteration 21Q: 3 clusters Score -1055996 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1056022.375000 Penalty: 3170.540527
	Iteration 22Q: 3 clusters Score -1056022 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1056050.500000 Penalty: 3170.540527
	Iteration 23Q: 3 clusters Score -1056050 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1056060.750000 Penalty: 3170.540527
	Iteration 24Q: 3 clusters Score -1056061 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1056083.625000 Penalty: 3170.540527
	Iteration 25Q: 3 clusters Score -1056084 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1056105.750000 Penalty: 3170.540527
	Iteration 26Q: 3 clusters Score -1056106 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1056129.750000 Penalty: 3170.540527
	Iteration 27Q: 3 clusters Score -1056130 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1056156.000000 Penalty: 3170.540527
	Iteration 28Q: 3 clusters Score -1056156 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1056180.500000 Penalty: 3170.540527
	Iteration 29Q: 3 clusters Score -1056180 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1056200.250000 Penalty: 3170.540527
	Iteration 30Q: 3 clusters Score -1056200 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1056220.750000 Penalty: 3170.540527
	Iteration 31Q: 3 clusters Score -1056221 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1056240.250000 Penalty: 3170.540527
	Iteration 32Q: 3 clusters Score -1056240 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1056264.500000 Penalty: 3170.540527
	Iteration 33Q: 3 clusters Score -1056264 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1056282.375000 Penalty: 3170.540527
	Iteration 34Q: 3 clusters Score -1056282 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1056310.750000 Penalty: 3170.540527
	Iteration 35Q: 3 clusters Score -1056311 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1056332.625000 Penalty: 3170.540527
	Iteration 36Q: 3 clusters Score -1056333 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1056355.875000 Penalty: 3170.540527
	Iteration 37Q: 3 clusters Score -1056356 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1056380.250000 Penalty: 3170.540527
	Iteration 38Q: 3 clusters Score -1056380 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1056393.250000 Penalty: 3170.540527
	Iteration 39Q: 3 clusters Score -1056393 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1056409.125000 Penalty: 3170.540527
	Iteration 40F: 3 clusters Score -1056409 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1056423.125000 Penalty: 3170.540527
	Iteration 41Q: 3 clusters Score -1056423 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1056435.375000 Penalty: 3170.540527
	Iteration 42Q: 3 clusters Score -1056435 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1056445.125000 Penalty: 3170.540527
	Iteration 43Q: 3 clusters Score -1056445 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1056460.750000 Penalty: 3170.540527
	Iteration 44Q: 3 clusters Score -1056461 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1056469.625000 Penalty: 3170.540527
	Iteration 45Q: 3 clusters Score -1056470 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1056482.000000 Penalty: 3170.540527
	Iteration 46Q: 3 clusters Score -1056482 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1056490.750000 Penalty: 3170.540527
	Iteration 47Q: 3 clusters Score -1056491 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1056498.625000 Penalty: 3170.540527
	Iteration 48Q: 3 clusters Score -1056499 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1056501.750000 Penalty: 3170.540527
	Iteration 49Q: 3 clusters Score -1056502 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1056514.500000 Penalty: 3170.540527
	Iteration 50Q: 3 clusters Score -1056514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1056523.250000 Penalty: 3170.540527
	Iteration 51Q: 3 clusters Score -1056523 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1056528.500000 Penalty: 3170.540527
	Iteration 52Q: 3 clusters Score -1056528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1056537.375000 Penalty: 3170.540527
	Iteration 53Q: 3 clusters Score -1056537 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1056550.125000 Penalty: 3170.540527
	Iteration 54Q: 3 clusters Score -1056550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1056560.000000 Penalty: 3170.540527
	Iteration 55Q: 3 clusters Score -1056560 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1056571.375000 Penalty: 3170.540527
	Iteration 56Q: 3 clusters Score -1056571 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1056584.250000 Penalty: 3170.540527
	Iteration 57Q: 3 clusters Score -1056584 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1056592.625000 Penalty: 3170.540527
	Iteration 58Q: 3 clusters Score -1056593 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1056600.250000 Penalty: 3170.540527
	Iteration 59Q: 3 clusters Score -1056600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1056608.625000 Penalty: 3170.540527
	Iteration 60F: 3 clusters Score -1056609 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1056616.750000 Penalty: 3170.540527
	Iteration 61Q: 3 clusters Score -1056617 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1056621.000000 Penalty: 3170.540527
	Iteration 62Q: 3 clusters Score -1056621 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1056634.750000 Penalty: 3170.540527
	Iteration 63Q: 3 clusters Score -1056635 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1056651.500000 Penalty: 3170.540527
	Iteration 64Q: 3 clusters Score -1056652 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1056662.625000 Penalty: 3170.540527
	Iteration 65Q: 3 clusters Score -1056663 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1056669.625000 Penalty: 3170.540527
	Iteration 66Q: 3 clusters Score -1056670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1056679.000000 Penalty: 3170.540527
	Iteration 67Q: 3 clusters Score -1056679 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1056689.500000 Penalty: 3170.540527
	Iteration 68Q: 3 clusters Score -1056690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1056700.000000 Penalty: 3170.540527
	Iteration 69Q: 3 clusters Score -1056700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1056710.250000 Penalty: 3170.540527
	Iteration 70Q: 3 clusters Score -1056710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1056717.625000 Penalty: 3170.540527
	Iteration 71Q: 3 clusters Score -1056718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1056724.500000 Penalty: 3170.540527
	Iteration 72Q: 3 clusters Score -1056724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1056734.250000 Penalty: 3170.540527
	Iteration 73Q: 3 clusters Score -1056734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1056736.875000 Penalty: 3170.540527
	Iteration 74Q: 3 clusters Score -1056737 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1056744.250000 Penalty: 3170.540527
	Iteration 75Q: 3 clusters Score -1056744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1056750.875000 Penalty: 3170.540527
	Iteration 76Q: 3 clusters Score -1056751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1056754.375000 Penalty: 3170.540527
	Iteration 77Q: 3 clusters Score -1056754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1056762.875000 Penalty: 3170.540527
	Iteration 78Q: 3 clusters Score -1056763 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1056768.875000 Penalty: 3170.540527
	Iteration 79Q: 3 clusters Score -1056769 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1056782.500000 Penalty: 3170.540527
	Iteration 80F: 3 clusters Score -1056782 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1056792.375000 Penalty: 3170.540527
	Iteration 81Q: 3 clusters Score -1056792 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1056816.375000 Penalty: 3170.540527
	Iteration 82Q: 3 clusters Score -1056816 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1056841.375000 Penalty: 3170.540527
	Iteration 83Q: 3 clusters Score -1056841 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1056861.500000 Penalty: 3170.540527
	Iteration 84Q: 3 clusters Score -1056862 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1056892.125000 Penalty: 3170.540527
	Iteration 85Q: 3 clusters Score -1056892 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1056927.750000 Penalty: 3170.540527
	Iteration 86Q: 3 clusters Score -1056928 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1056957.875000 Penalty: 3170.540527
	Iteration 87Q: 3 clusters Score -1056958 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1056991.250000 Penalty: 3170.540527
	Iteration 88Q: 3 clusters Score -1056991 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1057014.875000 Penalty: 3170.540527
	Iteration 89Q: 3 clusters Score -1057015 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1057033.375000 Penalty: 3170.540527
	Iteration 90Q: 3 clusters Score -1057033 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1057053.000000 Penalty: 3170.540527
	Iteration 91Q: 3 clusters Score -1057053 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1057064.375000 Penalty: 3170.540527
	Iteration 92Q: 3 clusters Score -1057064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1057077.000000 Penalty: 3170.540527
	Iteration 93Q: 3 clusters Score -1057077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1057087.375000 Penalty: 3170.540527
	Iteration 94Q: 3 clusters Score -1057087 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1057100.625000 Penalty: 3170.540527
	Iteration 95Q: 3 clusters Score -1057101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1057109.875000 Penalty: 3170.540527
	Iteration 96Q: 3 clusters Score -1057110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1057116.500000 Penalty: 3170.540527
	Iteration 97Q: 3 clusters Score -1057116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1057123.125000 Penalty: 3170.540527
	Iteration 98Q: 3 clusters Score -1057123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1057128.750000 Penalty: 3170.540527
	Iteration 99Q: 3 clusters Score -1057129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1057136.000000 Penalty: 3170.540527
	Iteration 100F: 3 clusters Score -1057136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1057140.250000 Penalty: 3170.540527
	Iteration 101Q: 3 clusters Score -1057140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1057143.125000 Penalty: 3170.540527
	Iteration 102Q: 3 clusters Score -1057143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1057145.500000 Penalty: 3170.540527
	Iteration 103Q: 3 clusters Score -1057146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1057146.375000 Penalty: 3170.540527
	Iteration 104Q: 3 clusters Score -1057146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1057147.750000 Penalty: 3170.540527
	Iteration 105Q: 3 clusters Score -1057148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1057148.000000 Penalty: 3170.540527
	Iteration 106Q: 3 clusters Score -1057148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1057149.875000 Penalty: 3170.540527
	Iteration 107Q: 3 clusters Score -1057150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1057152.375000 Penalty: 3170.540527
	Iteration 108Q: 3 clusters Score -1057152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1057151.500000 Penalty: 3170.540527
	Iteration 109Q: 3 clusters Score -1057152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1057148.375000 Penalty: 3170.540527
	Iteration 110Q: 3 clusters Score -1057148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1057149.000000 Penalty: 3170.540527
	Iteration 111Q: 3 clusters Score -1057149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1057149.000000 Penalty: 3170.540527
	Iteration 112F: 3 clusters Score -1057149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Entering Unmasked Estep 
Score: -497381.593750 Penalty: 1467.824707
	Iteration 0F: 2 clusters Score -497381.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -491232.781250 Penalty: 2935.649414
	Iteration 0F: 3 clusters Score -491232.8 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -493194.218750 Penalty: 2935.649414
	Iteration 1F: 3 clusters Score -493194.2 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -493497.031250 Penalty: 2935.649414
	Iteration 2F: 3 clusters Score -493497 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -493766.000000 Penalty: 2935.649414
	Iteration 3F: 3 clusters Score -493766 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -494032.875000 Penalty: 2935.649414
	Iteration 4F: 3 clusters Score -494032.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -494332.593750 Penalty: 2935.649414
	Iteration 5F: 3 clusters Score -494332.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -494700.031250 Penalty: 2935.649414
	Iteration 6F: 3 clusters Score -494700 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -495137.531250 Penalty: 2935.649414
	Iteration 7F: 3 clusters Score -495137.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -495536.187500 Penalty: 2935.649414
	Iteration 8F: 3 clusters Score -495536.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -495817.125000 Penalty: 2935.649414
	Iteration 9Q: 3 clusters Score -495817.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -495972.812500 Penalty: 2935.649414
	Iteration 10Q: 3 clusters Score -495972.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -496052.187500 Penalty: 2935.649414
	Iteration 11Q: 3 clusters Score -496052.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -496102.593750 Penalty: 2935.649414
	Iteration 12Q: 3 clusters Score -496102.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -496133.937500 Penalty: 2935.649414
	Iteration 13Q: 3 clusters Score -496133.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -496154.218750 Penalty: 2935.649414
	Iteration 14Q: 3 clusters Score -496154.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -496164.468750 Penalty: 2935.649414
	Iteration 15Q: 3 clusters Score -496164.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -496171.343750 Penalty: 2935.649414
	Iteration 16Q: 3 clusters Score -496171.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -496179.125000 Penalty: 2935.649414
	Iteration 17Q: 3 clusters Score -496179.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -496182.031250 Penalty: 2935.649414
	Iteration 18Q: 3 clusters Score -496182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -496186.875000 Penalty: 2935.649414
	Iteration 19Q: 3 clusters Score -496186.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -496189.093750 Penalty: 2935.649414
	Iteration 20F: 3 clusters Score -496189.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -496192.718750 Penalty: 2935.649414
	Iteration 21Q: 3 clusters Score -496192.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -496196.500000 Penalty: 2935.649414
	Iteration 22Q: 3 clusters Score -496196.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -496198.656250 Penalty: 2935.649414
	Iteration 23Q: 3 clusters Score -496198.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -496198.781250 Penalty: 2935.649414
	Iteration 24Q: 3 clusters Score -496198.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -496199.687500 Penalty: 2935.649414
	Iteration 25Q: 3 clusters Score -496199.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -496202.312500 Penalty: 2935.649414
	Iteration 26Q: 3 clusters Score -496202.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -496206.562500 Penalty: 2935.649414
	Iteration 27Q: 3 clusters Score -496206.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -496210.187500 Penalty: 2935.649414
	Iteration 28Q: 3 clusters Score -496210.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -496212.156250 Penalty: 2935.649414
	Iteration 29Q: 3 clusters Score -496212.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -496213.406250 Penalty: 2935.649414
	Iteration 30Q: 3 clusters Score -496213.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -496214.812500 Penalty: 2935.649414
	Iteration 31Q: 3 clusters Score -496214.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -496215.687500 Penalty: 2935.649414
	Iteration 32Q: 3 clusters Score -496215.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -496214.875000 Penalty: 2935.649414
	Iteration 33Q: 3 clusters Score -496214.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -496216.312500 Penalty: 2935.649414
	Iteration 34Q: 3 clusters Score -496216.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -496218.093750 Penalty: 2935.649414
	Iteration 35Q: 3 clusters Score -496218.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -496218.625000 Penalty: 2935.649414
	Iteration 36Q: 3 clusters Score -496218.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -496219.187500 Penalty: 2935.649414
	Iteration 37Q: 3 clusters Score -496219.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -496219.937500 Penalty: 2935.649414
	Iteration 38Q: 3 clusters Score -496219.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -496220.031250 Penalty: 2935.649414
	Iteration 39Q: 3 clusters Score -496220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -496220.031250 Penalty: 2935.649414
	Iteration 40F: 3 clusters Score -496220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (87009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87009 members 
Entering Unmasked Estep 
Score: -5556693.000000 Penalty: 1848.237061
	Iteration 0F: 2 clusters Score -5556693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -5498353.500000 Penalty: 3696.474121
	Iteration 0F: 3 clusters Score -5498354 nChanged 41606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -5522732.000000 Penalty: 3696.474121
	Iteration 1F: 3 clusters Score -5522732 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -5523584.000000 Penalty: 3696.474121
	Iteration 2Q: 3 clusters Score -5523584 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -5524526.000000 Penalty: 3696.474121
	Iteration 3Q: 3 clusters Score -5524526 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 47152 members 
Entering Unmasked Estep 
Score: -5525660.500000 Penalty: 3696.474121
	Iteration 4Q: 3 clusters Score -5525660 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -5526860.500000 Penalty: 3696.474121
	Iteration 5Q: 3 clusters Score -5526860 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -5528314.500000 Penalty: 3696.474121
	Iteration 6Q: 3 clusters Score -5528314 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -5530147.000000 Penalty: 3696.474121
	Iteration 7Q: 3 clusters Score -5530147 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 56725 members 
Entering Unmasked Estep 
Score: -5532611.000000 Penalty: 3696.474121
	Iteration 8F: 3 clusters Score -5532611 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 60570 members 
Entering Unmasked Estep 
Score: -5535822.000000 Penalty: 3696.474121
	Iteration 9F: 3 clusters Score -5535822 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 64507 members 
Entering Unmasked Estep 
Score: -5539507.000000 Penalty: 3696.474121
	Iteration 10F: 3 clusters Score -5539507 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 68059 members 
Entering Unmasked Estep 
Score: -5543069.500000 Penalty: 3696.474121
	Iteration 11Q: 3 clusters Score -5543070 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 70904 members 
Entering Unmasked Estep 
Score: -5545684.500000 Penalty: 3696.474121
	Iteration 12Q: 3 clusters Score -5545684 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 73126 members 
Entering Unmasked Estep 
Score: -5547434.000000 Penalty: 3696.474121
	Iteration 13Q: 3 clusters Score -5547434 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 74979 members 
Entering Unmasked Estep 
Score: -5548581.500000 Penalty: 3696.474121
	Iteration 14Q: 3 clusters Score -5548582 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 76631 members 
Entering Unmasked Estep 
Score: -5549477.500000 Penalty: 3696.474121
	Iteration 15Q: 3 clusters Score -5549478 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 78140 members 
Entering Unmasked Estep 
Score: -5550258.500000 Penalty: 3696.474121
	Iteration 16Q: 3 clusters Score -5550258 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 79516 members 
Entering Unmasked Estep 
Score: -5551036.500000 Penalty: 3696.474121
	Iteration 17Q: 3 clusters Score -5551036 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 80794 members 
Entering Unmasked Estep 
Score: -5551765.000000 Penalty: 3696.474121
	Iteration 18Q: 3 clusters Score -5551765 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 81889 members 
Entering Unmasked Estep 
Score: -5552405.500000 Penalty: 3696.474121
	Iteration 19Q: 3 clusters Score -5552406 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 82900 members 
Entering Unmasked Estep 
Score: -5552999.000000 Penalty: 3696.474121
	Iteration 20F: 3 clusters Score -5552999 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 83777 members 
Entering Unmasked Estep 
Score: -5553542.500000 Penalty: 3696.474121
	Iteration 21Q: 3 clusters Score -5553542 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 84459 members 
Entering Unmasked Estep 
Score: -5553971.000000 Penalty: 3696.474121
	Iteration 22Q: 3 clusters Score -5553971 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 84985 members 
Entering Unmasked Estep 
Score: -5554299.500000 Penalty: 3696.474121
	Iteration 23Q: 3 clusters Score -5554300 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 85417 members 
Entering Unmasked Estep 
Score: -5554584.000000 Penalty: 3696.474121
	Iteration 24Q: 3 clusters Score -5554584 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 85716 members 
Entering Unmasked Estep 
Score: -5554821.000000 Penalty: 3696.474121
	Iteration 25Q: 3 clusters Score -5554821 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 85912 members 
Entering Unmasked Estep 
Score: -5554971.500000 Penalty: 3696.474121
	Iteration 26Q: 3 clusters Score -5554972 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 86042 members 
Entering Unmasked Estep 
Score: -5555100.500000 Penalty: 3696.474121
	Iteration 27Q: 3 clusters Score -5555100 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 86117 members 
Entering Unmasked Estep 
Score: -5555164.000000 Penalty: 3696.474121
	Iteration 28Q: 3 clusters Score -5555164 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 86167 members 
Entering Unmasked Estep 
Score: -5555233.500000 Penalty: 3696.474121
	Iteration 29Q: 3 clusters Score -5555234 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 86200 members 
Entering Unmasked Estep 
Score: -5555268.000000 Penalty: 3696.474121
	Iteration 30Q: 3 clusters Score -5555268 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 86227 members 
Entering Unmasked Estep 
Score: -5555312.500000 Penalty: 3696.474121
	Iteration 31Q: 3 clusters Score -5555312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 86243 members 
Entering Unmasked Estep 
Score: -5555337.500000 Penalty: 3696.474121
	Iteration 32Q: 3 clusters Score -5555338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 86250 members 
Entering Unmasked Estep 
Score: -5555376.500000 Penalty: 3696.474121
	Iteration 33Q: 3 clusters Score -5555376 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 86263 members 
Entering Unmasked Estep 
Score: -5555413.000000 Penalty: 3696.474121
	Iteration 34Q: 3 clusters Score -5555413 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 86270 members 
Entering Unmasked Estep 
Score: -5555452.500000 Penalty: 3696.474121
	Iteration 35Q: 3 clusters Score -5555452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 86268 members 
Entering Unmasked Estep 
Score: -5555463.500000 Penalty: 3696.474121
	Iteration 36Q: 3 clusters Score -5555464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 86261 members 
Entering Unmasked Estep 
Score: -5555472.500000 Penalty: 3696.474121
	Iteration 37Q: 3 clusters Score -5555472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 86249 members 
Entering Unmasked Estep 
Score: -5555490.000000 Penalty: 3696.474121
	Iteration 38Q: 3 clusters Score -5555490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 86230 members 
Entering Unmasked Estep 
Score: -5555483.000000 Penalty: 3696.474121
	Iteration 39Q: 3 clusters Score -5555483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 86226 members 
Entering Unmasked Estep 
Score: -5555493.500000 Penalty: 3696.474121
	Iteration 40F: 3 clusters Score -5555494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 86217 members 
Entering Unmasked Estep 
Score: -5555506.500000 Penalty: 3696.474121
	Iteration 41Q: 3 clusters Score -5555506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 86212 members 
Entering Unmasked Estep 
Score: -5555513.000000 Penalty: 3696.474121
	Iteration 42Q: 3 clusters Score -5555513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 86207 members 
Entering Unmasked Estep 
Score: -5555517.500000 Penalty: 3696.474121
	Iteration 43Q: 3 clusters Score -5555518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 86201 members 
Entering Unmasked Estep 
Score: -5555527.500000 Penalty: 3696.474121
	Iteration 44Q: 3 clusters Score -5555528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 86199 members 
Entering Unmasked Estep 
Score: -5555530.500000 Penalty: 3696.474121
	Iteration 45Q: 3 clusters Score -5555530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 86195 members 
Entering Unmasked Estep 
Score: -5555530.000000 Penalty: 3696.474121
	Iteration 46Q: 3 clusters Score -5555530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 86194 members 
Entering Unmasked Estep 
Score: -5555527.000000 Penalty: 3696.474121
	Iteration 47Q: 3 clusters Score -5555527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 86195 members 
Entering Unmasked Estep 
Score: -5555521.000000 Penalty: 3696.474121
	Iteration 48Q: 3 clusters Score -5555521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 86194 members 
Entering Unmasked Estep 
Score: -5555534.500000 Penalty: 3696.474121
	Iteration 49Q: 3 clusters Score -5555534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 86196 members 
Entering Unmasked Estep 
Score: -5555536.500000 Penalty: 3696.474121
	Iteration 50Q: 3 clusters Score -5555536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 86195 members 
Entering Unmasked Estep 
Score: -5555533.000000 Penalty: 3696.474121
	Iteration 51Q: 3 clusters Score -5555533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 86190 members 
Entering Unmasked Estep 
Score: -5555540.500000 Penalty: 3696.474121
	Iteration 52Q: 3 clusters Score -5555540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 86187 members 
Entering Unmasked Estep 
Score: -5555541.500000 Penalty: 3696.474121
	Iteration 53Q: 3 clusters Score -5555542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 86186 members 
Entering Unmasked Estep 
Score: -5555552.500000 Penalty: 3696.474121
	Iteration 54Q: 3 clusters Score -5555552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 86183 members 
Entering Unmasked Estep 
Score: -5555556.000000 Penalty: 3696.474121
	Iteration 55Q: 3 clusters Score -5555556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 86181 members 
Entering Unmasked Estep 
Score: -5555555.500000 Penalty: 3696.474121
	Iteration 56Q: 3 clusters Score -5555556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 86179 members 
Entering Unmasked Estep 
Score: -5555553.000000 Penalty: 3696.474121
	Iteration 57Q: 3 clusters Score -5555553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 86176 members 
Entering Unmasked Estep 
Score: -5555551.500000 Penalty: 3696.474121
	Iteration 58Q: 3 clusters Score -5555552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 86177 members 
Entering Unmasked Estep 
Score: -5555553.000000 Penalty: 3696.474121
	Iteration 59Q: 3 clusters Score -5555553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 86176 members 
Entering Unmasked Estep 
Score: -5555552.500000 Penalty: 3696.474121
	Iteration 60F: 3 clusters Score -5555552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 86174 members 
Entering Unmasked Estep 
Score: -5555557.500000 Penalty: 3696.474121
	Iteration 61Q: 3 clusters Score -5555558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 86168 members 
Entering Unmasked Estep 
Score: -5555561.000000 Penalty: 3696.474121
	Iteration 62Q: 3 clusters Score -5555561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 86167 members 
Entering Unmasked Estep 
Score: -5555559.000000 Penalty: 3696.474121
	Iteration 63Q: 3 clusters Score -5555559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 86165 members 
Entering Unmasked Estep 
Score: -5555561.500000 Penalty: 3696.474121
	Iteration 64Q: 3 clusters Score -5555562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 86162 members 
Entering Unmasked Estep 
Score: -5555558.000000 Penalty: 3696.474121
	Iteration 65Q: 3 clusters Score -5555558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 86157 members 
Entering Unmasked Estep 
Score: -5555559.000000 Penalty: 3696.474121
	Iteration 66Q: 3 clusters Score -5555559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 86156 members 
Entering Unmasked Estep 
Score: -5555557.000000 Penalty: 3696.474121
	Iteration 67Q: 3 clusters Score -5555557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 86156 members 
Entering Unmasked Estep 
Score: -5555557.000000 Penalty: 3696.474121
	Iteration 68F: 3 clusters Score -5555557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Entering Unmasked Estep 
Score: -3654961.750000 Penalty: 1785.214600
	Iteration 0F: 2 clusters Score -3654962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -3615483.000000 Penalty: 3570.429199
	Iteration 0F: 3 clusters Score -3615483 nChanged 27788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -3631621.000000 Penalty: 3570.429199
	Iteration 1F: 3 clusters Score -3631621 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -3632426.250000 Penalty: 3570.429199
	Iteration 2Q: 3 clusters Score -3632426 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -3633512.500000 Penalty: 3570.429199
	Iteration 3Q: 3 clusters Score -3633512 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -3635071.750000 Penalty: 3570.429199
	Iteration 4Q: 3 clusters Score -3635072 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -3637051.250000 Penalty: 3570.429199
	Iteration 5F: 3 clusters Score -3637051 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -3639193.250000 Penalty: 3570.429199
	Iteration 6F: 3 clusters Score -3639193 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -3641402.000000 Penalty: 3570.429199
	Iteration 7F: 3 clusters Score -3641402 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -3643519.000000 Penalty: 3570.429199
	Iteration 8F: 3 clusters Score -3643519 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -3645467.250000 Penalty: 3570.429199
	Iteration 9Q: 3 clusters Score -3645467 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3647182.250000 Penalty: 3570.429199
	Iteration 10Q: 3 clusters Score -3647182 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -3648696.250000 Penalty: 3570.429199
	Iteration 11Q: 3 clusters Score -3648696 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -3649972.750000 Penalty: 3570.429199
	Iteration 12Q: 3 clusters Score -3649973 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3651063.250000 Penalty: 3570.429199
	Iteration 13Q: 3 clusters Score -3651063 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56482 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3651905.000000 Penalty: 3570.429199
	Iteration 14Q: 3 clusters Score -3651905 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57252 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3652432.000000 Penalty: 3570.429199
	Iteration 15Q: 3 clusters Score -3652432 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3652781.000000 Penalty: 3570.429199
	Iteration 16Q: 3 clusters Score -3652781 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3653035.750000 Penalty: 3570.429199
	Iteration 17Q: 3 clusters Score -3653036 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58311 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3653167.750000 Penalty: 3570.429199
	Iteration 18Q: 3 clusters Score -3653168 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58427 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3653247.250000 Penalty: 3570.429199
	Iteration 19Q: 3 clusters Score -3653247 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58494 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3653298.500000 Penalty: 3570.429199
	Iteration 20F: 3 clusters Score -3653298 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3653333.750000 Penalty: 3570.429199
	Iteration 21Q: 3 clusters Score -3653334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3653371.500000 Penalty: 3570.429199
	Iteration 22Q: 3 clusters Score -3653372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3653392.000000 Penalty: 3570.429199
	Iteration 23Q: 3 clusters Score -3653392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58635 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3653413.250000 Penalty: 3570.429199
	Iteration 24Q: 3 clusters Score -3653413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58653 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3653433.500000 Penalty: 3570.429199
	Iteration 25Q: 3 clusters Score -3653434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58668 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3653440.000000 Penalty: 3570.429199
	Iteration 26Q: 3 clusters Score -3653440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3653455.250000 Penalty: 3570.429199
	Iteration 27Q: 3 clusters Score -3653455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3653459.250000 Penalty: 3570.429199
	Iteration 28Q: 3 clusters Score -3653459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3653474.000000 Penalty: 3570.429199
	Iteration 29Q: 3 clusters Score -3653474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58702 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3653478.750000 Penalty: 3570.429199
	Iteration 30Q: 3 clusters Score -3653479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58711 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3653495.500000 Penalty: 3570.429199
	Iteration 31Q: 3 clusters Score -3653496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58717 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3653509.750000 Penalty: 3570.429199
	Iteration 32Q: 3 clusters Score -3653510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58723 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3653516.500000 Penalty: 3570.429199
	Iteration 33Q: 3 clusters Score -3653516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58730 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3653520.750000 Penalty: 3570.429199
	Iteration 34Q: 3 clusters Score -3653521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58734 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3653521.750000 Penalty: 3570.429199
	Iteration 35Q: 3 clusters Score -3653522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58734 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3653530.750000 Penalty: 3570.429199
	Iteration 36Q: 3 clusters Score -3653531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58737 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3653532.500000 Penalty: 3570.429199
	Iteration 37Q: 3 clusters Score -3653532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3653537.750000 Penalty: 3570.429199
	Iteration 38Q: 3 clusters Score -3653538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58741 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3653536.250000 Penalty: 3570.429199
	Iteration 39Q: 3 clusters Score -3653536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58741 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3653536.250000 Penalty: 3570.429199
	Iteration 40F: 3 clusters Score -3653536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Entering Unmasked Estep 
Score: -120345.156250 Penalty: 1237.645996
	Iteration 0F: 2 clusters Score -120345.2 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 1038 members 
Entering Unmasked Estep 
Score: -118275.539062 Penalty: 2475.291992
	Iteration 0F: 3 clusters Score -118275.5 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -118808.531250 Penalty: 2475.291992
	Iteration 1F: 3 clusters Score -118808.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -118967.804688 Penalty: 2475.291992
	Iteration 2F: 3 clusters Score -118967.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -119080.257812 Penalty: 2475.291992
	Iteration 3F: 3 clusters Score -119080.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -119155.734375 Penalty: 2475.291992
	Iteration 4Q: 3 clusters Score -119155.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -119210.804688 Penalty: 2475.291992
	Iteration 5Q: 3 clusters Score -119210.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -119255.054688 Penalty: 2475.291992
	Iteration 6Q: 3 clusters Score -119255.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -119292.148438 Penalty: 2475.291992
	Iteration 7Q: 3 clusters Score -119292.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -119328.195312 Penalty: 2475.291992
	Iteration 8Q: 3 clusters Score -119328.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -119368.796875 Penalty: 2475.291992
	Iteration 9Q: 3 clusters Score -119368.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -119408.281250 Penalty: 2475.291992
	Iteration 10Q: 3 clusters Score -119408.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -119445.710938 Penalty: 2475.291992
	Iteration 11Q: 3 clusters Score -119445.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -119478.226562 Penalty: 2475.291992
	Iteration 12Q: 3 clusters Score -119478.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -119506.265625 Penalty: 2475.291992
	Iteration 13Q: 3 clusters Score -119506.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -119548.953125 Penalty: 2475.291992
	Iteration 14Q: 3 clusters Score -119549 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -119609.953125 Penalty: 2475.291992
	Iteration 15Q: 3 clusters Score -119610 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -119666.226562 Penalty: 2475.291992
	Iteration 16Q: 3 clusters Score -119666.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -119698.023438 Penalty: 2475.291992
	Iteration 17Q: 3 clusters Score -119698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -119718.359375 Penalty: 2475.291992
	Iteration 18Q: 3 clusters Score -119718.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -119730.210938 Penalty: 2475.291992
	Iteration 19Q: 3 clusters Score -119730.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -119735.429688 Penalty: 2475.291992
	Iteration 20F: 3 clusters Score -119735.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -119739.984375 Penalty: 2475.291992
	Iteration 21Q: 3 clusters Score -119740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -119742.718750 Penalty: 2475.291992
	Iteration 22Q: 3 clusters Score -119742.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -119745.757812 Penalty: 2475.291992
	Iteration 23Q: 3 clusters Score -119745.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -119748.515625 Penalty: 2475.291992
	Iteration 24Q: 3 clusters Score -119748.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -119750.015625 Penalty: 2475.291992
	Iteration 25Q: 3 clusters Score -119750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -119751.640625 Penalty: 2475.291992
	Iteration 26Q: 3 clusters Score -119751.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -119756.601562 Penalty: 2475.291992
	Iteration 27Q: 3 clusters Score -119756.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -119760.382812 Penalty: 2475.291992
	Iteration 28Q: 3 clusters Score -119760.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -119767.882812 Penalty: 2475.291992
	Iteration 29Q: 3 clusters Score -119767.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -119773.187500 Penalty: 2475.291992
	Iteration 30Q: 3 clusters Score -119773.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -119775.757812 Penalty: 2475.291992
	Iteration 31Q: 3 clusters Score -119775.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -119780.070312 Penalty: 2475.291992
	Iteration 32Q: 3 clusters Score -119780.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -119780.867188 Penalty: 2475.291992
	Iteration 33Q: 3 clusters Score -119780.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -119783.218750 Penalty: 2475.291992
	Iteration 34Q: 3 clusters Score -119783.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -119788.289062 Penalty: 2475.291992
	Iteration 35Q: 3 clusters Score -119788.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -119792.851562 Penalty: 2475.291992
	Iteration 36Q: 3 clusters Score -119792.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -119798.539062 Penalty: 2475.291992
	Iteration 37Q: 3 clusters Score -119798.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -119800.429688 Penalty: 2475.291992
	Iteration 38Q: 3 clusters Score -119800.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -119800.765625 Penalty: 2475.291992
	Iteration 39Q: 3 clusters Score -119800.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -119802.468750 Penalty: 2475.291992
	Iteration 40F: 3 clusters Score -119802.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -119802.945312 Penalty: 2475.291992
	Iteration 41Q: 3 clusters Score -119802.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -119802.945312 Penalty: 2475.291992
	Iteration 42F: 3 clusters Score -119802.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Entering Unmasked Estep 
Score: -238458.500000 Penalty: 1375.571777
	Iteration 0F: 2 clusters Score -238458.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -234768.484375 Penalty: 2751.143555
	Iteration 0F: 3 clusters Score -234768.5 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -236063.093750 Penalty: 2751.143555
	Iteration 1F: 3 clusters Score -236063.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -236310.687500 Penalty: 2751.143555
	Iteration 2F: 3 clusters Score -236310.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -236461.843750 Penalty: 2751.143555
	Iteration 3F: 3 clusters Score -236461.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -236586.187500 Penalty: 2751.143555
	Iteration 4Q: 3 clusters Score -236586.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -236700.578125 Penalty: 2751.143555
	Iteration 5Q: 3 clusters Score -236700.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -236824.218750 Penalty: 2751.143555
	Iteration 6Q: 3 clusters Score -236824.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -236913.984375 Penalty: 2751.143555
	Iteration 7Q: 3 clusters Score -236914 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -236990.093750 Penalty: 2751.143555
	Iteration 8Q: 3 clusters Score -236990.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -237048.312500 Penalty: 2751.143555
	Iteration 9Q: 3 clusters Score -237048.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -237094.546875 Penalty: 2751.143555
	Iteration 10Q: 3 clusters Score -237094.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -237126.281250 Penalty: 2751.143555
	Iteration 11Q: 3 clusters Score -237126.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -237144.984375 Penalty: 2751.143555
	Iteration 12Q: 3 clusters Score -237145 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -237159.593750 Penalty: 2751.143555
	Iteration 13Q: 3 clusters Score -237159.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -237177.937500 Penalty: 2751.143555
	Iteration 14Q: 3 clusters Score -237177.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -237199.265625 Penalty: 2751.143555
	Iteration 15Q: 3 clusters Score -237199.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -237214.687500 Penalty: 2751.143555
	Iteration 16Q: 3 clusters Score -237214.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -237229.015625 Penalty: 2751.143555
	Iteration 17Q: 3 clusters Score -237229 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -237241.328125 Penalty: 2751.143555
	Iteration 18Q: 3 clusters Score -237241.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -237251.921875 Penalty: 2751.143555
	Iteration 19Q: 3 clusters Score -237251.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -237265.515625 Penalty: 2751.143555
	Iteration 20F: 3 clusters Score -237265.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -237278.546875 Penalty: 2751.143555
	Iteration 21Q: 3 clusters Score -237278.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -237288.031250 Penalty: 2751.143555
	Iteration 22Q: 3 clusters Score -237288 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -237298.937500 Penalty: 2751.143555
	Iteration 23Q: 3 clusters Score -237298.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -237304.656250 Penalty: 2751.143555
	Iteration 24Q: 3 clusters Score -237304.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -237309.140625 Penalty: 2751.143555
	Iteration 25Q: 3 clusters Score -237309.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -237311.546875 Penalty: 2751.143555
	Iteration 26Q: 3 clusters Score -237311.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -237315.375000 Penalty: 2751.143555
	Iteration 27Q: 3 clusters Score -237315.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -237319.250000 Penalty: 2751.143555
	Iteration 28Q: 3 clusters Score -237319.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -237321.421875 Penalty: 2751.143555
	Iteration 29Q: 3 clusters Score -237321.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -237323.203125 Penalty: 2751.143555
	Iteration 30Q: 3 clusters Score -237323.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -237323.859375 Penalty: 2751.143555
	Iteration 31Q: 3 clusters Score -237323.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -237324.421875 Penalty: 2751.143555
	Iteration 32Q: 3 clusters Score -237324.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -237324.171875 Penalty: 2751.143555
	Iteration 33Q: 3 clusters Score -237324.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -237324.812500 Penalty: 2751.143555
	Iteration 34Q: 3 clusters Score -237324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -237325.046875 Penalty: 2751.143555
	Iteration 35Q: 3 clusters Score -237325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -237325.265625 Penalty: 2751.143555
	Iteration 36Q: 3 clusters Score -237325.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -237325.937500 Penalty: 2751.143555
	Iteration 37Q: 3 clusters Score -237325.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -237325.890625 Penalty: 2751.143555
	Iteration 38Q: 3 clusters Score -237325.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -237326.125000 Penalty: 2751.143555
	Iteration 39Q: 3 clusters Score -237326.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -237326.125000 Penalty: 2751.143555
	Iteration 40F: 3 clusters Score -237326.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Entering Unmasked Estep 
Score: -757193.562500 Penalty: 1523.314575
	Iteration 0F: 2 clusters Score -757193.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -748887.375000 Penalty: 3046.629150
	Iteration 0F: 3 clusters Score -748887.4 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -751793.187500 Penalty: 3046.629150
	Iteration 1F: 3 clusters Score -751793.2 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -752094.187500 Penalty: 3046.629150
	Iteration 2F: 3 clusters Score -752094.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -752339.250000 Penalty: 3046.629150
	Iteration 3F: 3 clusters Score -752339.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -752557.250000 Penalty: 3046.629150
	Iteration 4Q: 3 clusters Score -752557.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -752770.562500 Penalty: 3046.629150
	Iteration 5Q: 3 clusters Score -752770.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -752983.125000 Penalty: 3046.629150
	Iteration 6Q: 3 clusters Score -752983.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -753208.875000 Penalty: 3046.629150
	Iteration 7Q: 3 clusters Score -753208.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -753473.375000 Penalty: 3046.629150
	Iteration 8Q: 3 clusters Score -753473.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -753774.875000 Penalty: 3046.629150
	Iteration 9Q: 3 clusters Score -753774.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -754129.937500 Penalty: 3046.629150
	Iteration 10Q: 3 clusters Score -754129.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -754568.187500 Penalty: 3046.629150
	Iteration 11Q: 3 clusters Score -754568.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -754999.500000 Penalty: 3046.629150
	Iteration 12Q: 3 clusters Score -754999.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -755353.375000 Penalty: 3046.629150
	Iteration 13Q: 3 clusters Score -755353.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -755631.062500 Penalty: 3046.629150
	Iteration 14Q: 3 clusters Score -755631.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -755833.062500 Penalty: 3046.629150
	Iteration 15Q: 3 clusters Score -755833.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -755966.000000 Penalty: 3046.629150
	Iteration 16Q: 3 clusters Score -755966 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -756078.562500 Penalty: 3046.629150
	Iteration 17Q: 3 clusters Score -756078.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -756186.812500 Penalty: 3046.629150
	Iteration 18Q: 3 clusters Score -756186.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -756311.625000 Penalty: 3046.629150
	Iteration 19Q: 3 clusters Score -756311.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -756407.062500 Penalty: 3046.629150
	Iteration 20F: 3 clusters Score -756407.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -756499.312500 Penalty: 3046.629150
	Iteration 21Q: 3 clusters Score -756499.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -756593.625000 Penalty: 3046.629150
	Iteration 22Q: 3 clusters Score -756593.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -756653.562500 Penalty: 3046.629150
	Iteration 23Q: 3 clusters Score -756653.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -756693.875000 Penalty: 3046.629150
	Iteration 24Q: 3 clusters Score -756693.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -756719.750000 Penalty: 3046.629150
	Iteration 25Q: 3 clusters Score -756719.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -756733.000000 Penalty: 3046.629150
	Iteration 26Q: 3 clusters Score -756733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -756750.687500 Penalty: 3046.629150
	Iteration 27Q: 3 clusters Score -756750.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -756753.750000 Penalty: 3046.629150
	Iteration 28Q: 3 clusters Score -756753.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -756755.812500 Penalty: 3046.629150
	Iteration 29Q: 3 clusters Score -756755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -756756.500000 Penalty: 3046.629150
	Iteration 30Q: 3 clusters Score -756756.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -756756.500000 Penalty: 3046.629150
	Iteration 31F: 3 clusters Score -756756.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Entering Unmasked Estep 
Score: -354646.468750 Penalty: 1402.604858
	Iteration 0F: 2 clusters Score -354646.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -350286.906250 Penalty: 2805.209717
	Iteration 0F: 3 clusters Score -350286.9 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -351496.156250 Penalty: 2805.209717
	Iteration 1F: 3 clusters Score -351496.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -351683.156250 Penalty: 2805.209717
	Iteration 2F: 3 clusters Score -351683.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -351800.218750 Penalty: 2805.209717
	Iteration 3F: 3 clusters Score -351800.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -351894.156250 Penalty: 2805.209717
	Iteration 4Q: 3 clusters Score -351894.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -351963.781250 Penalty: 2805.209717
	Iteration 5Q: 3 clusters Score -351963.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -352016.281250 Penalty: 2805.209717
	Iteration 6Q: 3 clusters Score -352016.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -352072.125000 Penalty: 2805.209717
	Iteration 7Q: 3 clusters Score -352072.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -352131.906250 Penalty: 2805.209717
	Iteration 8Q: 3 clusters Score -352131.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -352192.687500 Penalty: 2805.209717
	Iteration 9Q: 3 clusters Score -352192.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -352272.000000 Penalty: 2805.209717
	Iteration 10Q: 3 clusters Score -352272 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -352372.156250 Penalty: 2805.209717
	Iteration 11Q: 3 clusters Score -352372.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -352474.687500 Penalty: 2805.209717
	Iteration 12Q: 3 clusters Score -352474.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -352579.937500 Penalty: 2805.209717
	Iteration 13Q: 3 clusters Score -352579.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -352695.343750 Penalty: 2805.209717
	Iteration 14Q: 3 clusters Score -352695.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -352819.468750 Penalty: 2805.209717
	Iteration 15Q: 3 clusters Score -352819.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -352952.843750 Penalty: 2805.209717
	Iteration 16Q: 3 clusters Score -352952.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -353074.406250 Penalty: 2805.209717
	Iteration 17Q: 3 clusters Score -353074.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -353168.281250 Penalty: 2805.209717
	Iteration 18Q: 3 clusters Score -353168.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -353249.187500 Penalty: 2805.209717
	Iteration 19Q: 3 clusters Score -353249.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -353309.250000 Penalty: 2805.209717
	Iteration 20F: 3 clusters Score -353309.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -353349.375000 Penalty: 2805.209717
	Iteration 21Q: 3 clusters Score -353349.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -353381.250000 Penalty: 2805.209717
	Iteration 22Q: 3 clusters Score -353381.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -353402.406250 Penalty: 2805.209717
	Iteration 23Q: 3 clusters Score -353402.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -353419.500000 Penalty: 2805.209717
	Iteration 24Q: 3 clusters Score -353419.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -353435.281250 Penalty: 2805.209717
	Iteration 25Q: 3 clusters Score -353435.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -353445.843750 Penalty: 2805.209717
	Iteration 26Q: 3 clusters Score -353445.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -353450.375000 Penalty: 2805.209717
	Iteration 27Q: 3 clusters Score -353450.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -353459.531250 Penalty: 2805.209717
	Iteration 28Q: 3 clusters Score -353459.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -353466.625000 Penalty: 2805.209717
	Iteration 29Q: 3 clusters Score -353466.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -353472.968750 Penalty: 2805.209717
	Iteration 30Q: 3 clusters Score -353473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -353474.562500 Penalty: 2805.209717
	Iteration 31Q: 3 clusters Score -353474.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -353478.125000 Penalty: 2805.209717
	Iteration 32Q: 3 clusters Score -353478.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -353481.468750 Penalty: 2805.209717
	Iteration 33Q: 3 clusters Score -353481.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -353483.718750 Penalty: 2805.209717
	Iteration 34Q: 3 clusters Score -353483.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -353484.437500 Penalty: 2805.209717
	Iteration 35Q: 3 clusters Score -353484.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -353484.843750 Penalty: 2805.209717
	Iteration 36Q: 3 clusters Score -353484.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -353484.687500 Penalty: 2805.209717
	Iteration 37Q: 3 clusters Score -353484.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -353484.687500 Penalty: 2805.209717
	Iteration 38F: 3 clusters Score -353484.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Entering Unmasked Estep 
Score: -2643920.750000 Penalty: 1731.923096
	Iteration 0F: 2 clusters Score -2643921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -2615255.000000 Penalty: 3463.846191
	Iteration 0F: 3 clusters Score -2615255 nChanged 19975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -2626343.500000 Penalty: 3463.846191
	Iteration 1F: 3 clusters Score -2626344 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2626710.000000 Penalty: 3463.846191
	Iteration 2Q: 3 clusters Score -2626710 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2627064.750000 Penalty: 3463.846191
	Iteration 3Q: 3 clusters Score -2627065 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2627452.500000 Penalty: 3463.846191
	Iteration 4Q: 3 clusters Score -2627452 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2627971.750000 Penalty: 3463.846191
	Iteration 5Q: 3 clusters Score -2627972 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2628640.000000 Penalty: 3463.846191
	Iteration 6Q: 3 clusters Score -2628640 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2629514.500000 Penalty: 3463.846191
	Iteration 7Q: 3 clusters Score -2629514 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2630598.250000 Penalty: 3463.846191
	Iteration 8Q: 3 clusters Score -2630598 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2632007.250000 Penalty: 3463.846191
	Iteration 9F: 3 clusters Score -2632007 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2633723.500000 Penalty: 3463.846191
	Iteration 10F: 3 clusters Score -2633724 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2635532.250000 Penalty: 3463.846191
	Iteration 11F: 3 clusters Score -2635532 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2637211.000000 Penalty: 3463.846191
	Iteration 12Q: 3 clusters Score -2637211 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2638552.000000 Penalty: 3463.846191
	Iteration 13Q: 3 clusters Score -2638552 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2639511.000000 Penalty: 3463.846191
	Iteration 14Q: 3 clusters Score -2639511 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2640256.250000 Penalty: 3463.846191
	Iteration 15Q: 3 clusters Score -2640256 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2640833.500000 Penalty: 3463.846191
	Iteration 16Q: 3 clusters Score -2640834 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2641245.000000 Penalty: 3463.846191
	Iteration 17Q: 3 clusters Score -2641245 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2641576.250000 Penalty: 3463.846191
	Iteration 18Q: 3 clusters Score -2641576 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2641803.500000 Penalty: 3463.846191
	Iteration 19Q: 3 clusters Score -2641804 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2641991.500000 Penalty: 3463.846191
	Iteration 20F: 3 clusters Score -2641992 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2642131.250000 Penalty: 3463.846191
	Iteration 21Q: 3 clusters Score -2642131 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2642217.000000 Penalty: 3463.846191
	Iteration 22Q: 3 clusters Score -2642217 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2642278.250000 Penalty: 3463.846191
	Iteration 23Q: 3 clusters Score -2642278 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2642317.250000 Penalty: 3463.846191
	Iteration 24Q: 3 clusters Score -2642317 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2642348.000000 Penalty: 3463.846191
	Iteration 25Q: 3 clusters Score -2642348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2642362.250000 Penalty: 3463.846191
	Iteration 26Q: 3 clusters Score -2642362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2642371.500000 Penalty: 3463.846191
	Iteration 27Q: 3 clusters Score -2642372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2642392.000000 Penalty: 3463.846191
	Iteration 28Q: 3 clusters Score -2642392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2642407.500000 Penalty: 3463.846191
	Iteration 29Q: 3 clusters Score -2642408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2642413.750000 Penalty: 3463.846191
	Iteration 30Q: 3 clusters Score -2642414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2642421.750000 Penalty: 3463.846191
	Iteration 31Q: 3 clusters Score -2642422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2642426.500000 Penalty: 3463.846191
	Iteration 32Q: 3 clusters Score -2642426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2642428.250000 Penalty: 3463.846191
	Iteration 33Q: 3 clusters Score -2642428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2642434.500000 Penalty: 3463.846191
	Iteration 34Q: 3 clusters Score -2642434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2642434.500000 Penalty: 3463.846191
	Iteration 35F: 3 clusters Score -2642434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Entering Unmasked Estep 
Score: -500284.437500 Penalty: 1467.299805
	Iteration 0F: 2 clusters Score -500284.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -494102.218750 Penalty: 2934.599609
	Iteration 0F: 3 clusters Score -494102.2 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -496118.187500 Penalty: 2934.599609
	Iteration 1F: 3 clusters Score -496118.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -496431.687500 Penalty: 2934.599609
	Iteration 2F: 3 clusters Score -496431.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -496748.875000 Penalty: 2934.599609
	Iteration 3F: 3 clusters Score -496748.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -497134.718750 Penalty: 2934.599609
	Iteration 4F: 3 clusters Score -497134.7 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -497564.125000 Penalty: 2934.599609
	Iteration 5F: 3 clusters Score -497564.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -498025.656250 Penalty: 2934.599609
	Iteration 6F: 3 clusters Score -498025.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -498445.437500 Penalty: 2934.599609
	Iteration 7F: 3 clusters Score -498445.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -498734.000000 Penalty: 2934.599609
	Iteration 8Q: 3 clusters Score -498734 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -498895.625000 Penalty: 2934.599609
	Iteration 9Q: 3 clusters Score -498895.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -498991.875000 Penalty: 2934.599609
	Iteration 10Q: 3 clusters Score -498991.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -499047.062500 Penalty: 2934.599609
	Iteration 11Q: 3 clusters Score -499047.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -499082.625000 Penalty: 2934.599609
	Iteration 12Q: 3 clusters Score -499082.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -499096.375000 Penalty: 2934.599609
	Iteration 13Q: 3 clusters Score -499096.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -499107.093750 Penalty: 2934.599609
	Iteration 14Q: 3 clusters Score -499107.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -499116.343750 Penalty: 2934.599609
	Iteration 15Q: 3 clusters Score -499116.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -499126.718750 Penalty: 2934.599609
	Iteration 16Q: 3 clusters Score -499126.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -499139.718750 Penalty: 2934.599609
	Iteration 17Q: 3 clusters Score -499139.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -499151.750000 Penalty: 2934.599609
	Iteration 18Q: 3 clusters Score -499151.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -499162.843750 Penalty: 2934.599609
	Iteration 19Q: 3 clusters Score -499162.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -499171.218750 Penalty: 2934.599609
	Iteration 20F: 3 clusters Score -499171.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -499184.125000 Penalty: 2934.599609
	Iteration 21Q: 3 clusters Score -499184.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -499201.312500 Penalty: 2934.599609
	Iteration 22Q: 3 clusters Score -499201.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -499217.218750 Penalty: 2934.599609
	Iteration 23Q: 3 clusters Score -499217.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -499230.906250 Penalty: 2934.599609
	Iteration 24Q: 3 clusters Score -499230.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -499244.625000 Penalty: 2934.599609
	Iteration 25Q: 3 clusters Score -499244.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -499260.625000 Penalty: 2934.599609
	Iteration 26Q: 3 clusters Score -499260.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -499274.343750 Penalty: 2934.599609
	Iteration 27Q: 3 clusters Score -499274.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -499283.812500 Penalty: 2934.599609
	Iteration 28Q: 3 clusters Score -499283.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -499290.562500 Penalty: 2934.599609
	Iteration 29Q: 3 clusters Score -499290.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -499298.593750 Penalty: 2934.599609
	Iteration 30Q: 3 clusters Score -499298.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -499306.718750 Penalty: 2934.599609
	Iteration 31Q: 3 clusters Score -499306.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -499316.312500 Penalty: 2934.599609
	Iteration 32Q: 3 clusters Score -499316.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -499319.750000 Penalty: 2934.599609
	Iteration 33Q: 3 clusters Score -499319.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -499323.187500 Penalty: 2934.599609
	Iteration 34Q: 3 clusters Score -499323.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -499325.218750 Penalty: 2934.599609
	Iteration 35Q: 3 clusters Score -499325.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -499327.906250 Penalty: 2934.599609
	Iteration 36Q: 3 clusters Score -499327.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -499329.406250 Penalty: 2934.599609
	Iteration 37Q: 3 clusters Score -499329.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -499330.250000 Penalty: 2934.599609
	Iteration 38Q: 3 clusters Score -499330.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -499333.656250 Penalty: 2934.599609
	Iteration 39Q: 3 clusters Score -499333.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -499334.468750 Penalty: 2934.599609
	Iteration 40F: 3 clusters Score -499334.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -499335.093750 Penalty: 2934.599609
	Iteration 41Q: 3 clusters Score -499335.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -499336.750000 Penalty: 2934.599609
	Iteration 42Q: 3 clusters Score -499336.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -499337.437500 Penalty: 2934.599609
	Iteration 43Q: 3 clusters Score -499337.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -499339.156250 Penalty: 2934.599609
	Iteration 44Q: 3 clusters Score -499339.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -499340.625000 Penalty: 2934.599609
	Iteration 45Q: 3 clusters Score -499340.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -499342.812500 Penalty: 2934.599609
	Iteration 46Q: 3 clusters Score -499342.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -499342.937500 Penalty: 2934.599609
	Iteration 47Q: 3 clusters Score -499342.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -499344.531250 Penalty: 2934.599609
	Iteration 48Q: 3 clusters Score -499344.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -499345.312500 Penalty: 2934.599609
	Iteration 49Q: 3 clusters Score -499345.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -499345.218750 Penalty: 2934.599609
	Iteration 50Q: 3 clusters Score -499345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -499347.031250 Penalty: 2934.599609
	Iteration 51Q: 3 clusters Score -499347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -499347.812500 Penalty: 2934.599609
	Iteration 52Q: 3 clusters Score -499347.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -499347.000000 Penalty: 2934.599609
	Iteration 53Q: 3 clusters Score -499347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -499347.000000 Penalty: 2934.599609
	Iteration 54F: 3 clusters Score -499347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -23845.541016 Penalty: 1000.509094
	Iteration 0F: 2 clusters Score -23845.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -22824.332031 Penalty: 2001.018188
	Iteration 0F: 3 clusters Score -22824.33 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23037.574219 Penalty: 2001.018188
	Iteration 1F: 3 clusters Score -23037.57 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -23200.253906 Penalty: 2001.018188
	Iteration 2F: 3 clusters Score -23200.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -23341.296875 Penalty: 2001.018188
	Iteration 3F: 3 clusters Score -23341.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -23410.191406 Penalty: 2001.018188
	Iteration 4F: 3 clusters Score -23410.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -23452.242188 Penalty: 2001.018188
	Iteration 5Q: 3 clusters Score -23452.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -23499.279297 Penalty: 2001.018188
	Iteration 6Q: 3 clusters Score -23499.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -23534.675781 Penalty: 2001.018188
	Iteration 7Q: 3 clusters Score -23534.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -23560.291016 Penalty: 2001.018188
	Iteration 8Q: 3 clusters Score -23560.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -23579.488281 Penalty: 2001.018188
	Iteration 9Q: 3 clusters Score -23579.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -23597.869141 Penalty: 2001.018188
	Iteration 10Q: 3 clusters Score -23597.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -23627.759766 Penalty: 2001.018188
	Iteration 11Q: 3 clusters Score -23627.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -23652.126953 Penalty: 2001.018188
	Iteration 12Q: 3 clusters Score -23652.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -23707.943359 Penalty: 2001.018188
	Iteration 13Q: 3 clusters Score -23707.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -23755.732422 Penalty: 2001.018188
	Iteration 14Q: 3 clusters Score -23755.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -23781.753906 Penalty: 2001.018188
	Iteration 15Q: 3 clusters Score -23781.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -23792.791016 Penalty: 2001.018188
	Iteration 16Q: 3 clusters Score -23792.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -23806.437500 Penalty: 2001.018188
	Iteration 17Q: 3 clusters Score -23806.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -23817.611328 Penalty: 2001.018188
	Iteration 18Q: 3 clusters Score -23817.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -23822.800781 Penalty: 2001.018188
	Iteration 19Q: 3 clusters Score -23822.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -23822.800781 Penalty: 2001.018188
	Iteration 20F: 3 clusters Score -23822.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Entering Unmasked Estep 
Score: -82125.460938 Penalty: 1189.478027
	Iteration 0F: 2 clusters Score -82125.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -80392.632812 Penalty: 2378.956055
	Iteration 0F: 3 clusters Score -80392.63 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -80768.898438 Penalty: 2378.956055
	Iteration 1F: 3 clusters Score -80768.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -80870.992188 Penalty: 2378.956055
	Iteration 2F: 3 clusters Score -80870.99 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -80965.656250 Penalty: 2378.956055
	Iteration 3F: 3 clusters Score -80965.66 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -81030.476562 Penalty: 2378.956055
	Iteration 4Q: 3 clusters Score -81030.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -81091.937500 Penalty: 2378.956055
	Iteration 5Q: 3 clusters Score -81091.94 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -81146.890625 Penalty: 2378.956055
	Iteration 6Q: 3 clusters Score -81146.89 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -81208.789062 Penalty: 2378.956055
	Iteration 7Q: 3 clusters Score -81208.79 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -81284.648438 Penalty: 2378.956055
	Iteration 8Q: 3 clusters Score -81284.65 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -81318.500000 Penalty: 2378.956055
	Iteration 9Q: 3 clusters Score -81318.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -81347.351562 Penalty: 2378.956055
	Iteration 10Q: 3 clusters Score -81347.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -81375.570312 Penalty: 2378.956055
	Iteration 11Q: 3 clusters Score -81375.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -81391.796875 Penalty: 2378.956055
	Iteration 12Q: 3 clusters Score -81391.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -81401.539062 Penalty: 2378.956055
	Iteration 13Q: 3 clusters Score -81401.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -81408.609375 Penalty: 2378.956055
	Iteration 14Q: 3 clusters Score -81408.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -81411.726562 Penalty: 2378.956055
	Iteration 15Q: 3 clusters Score -81411.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -81414.445312 Penalty: 2378.956055
	Iteration 16Q: 3 clusters Score -81414.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -81418.093750 Penalty: 2378.956055
	Iteration 17Q: 3 clusters Score -81418.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81421.492188 Penalty: 2378.956055
	Iteration 18Q: 3 clusters Score -81421.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -81423.898438 Penalty: 2378.956055
	Iteration 19Q: 3 clusters Score -81423.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -81426.476562 Penalty: 2378.956055
	Iteration 20F: 3 clusters Score -81426.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -81426.890625 Penalty: 2378.956055
	Iteration 21Q: 3 clusters Score -81426.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81428.968750 Penalty: 2378.956055
	Iteration 22Q: 3 clusters Score -81428.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -81432.781250 Penalty: 2378.956055
	Iteration 23Q: 3 clusters Score -81432.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -81434.687500 Penalty: 2378.956055
	Iteration 24Q: 3 clusters Score -81434.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -81439.335938 Penalty: 2378.956055
	Iteration 25Q: 3 clusters Score -81439.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -81443.320312 Penalty: 2378.956055
	Iteration 26Q: 3 clusters Score -81443.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -81446.148438 Penalty: 2378.956055
	Iteration 27Q: 3 clusters Score -81446.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -81449.437500 Penalty: 2378.956055
	Iteration 28Q: 3 clusters Score -81449.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -81452.460938 Penalty: 2378.956055
	Iteration 29Q: 3 clusters Score -81452.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -81452.945312 Penalty: 2378.956055
	Iteration 30Q: 3 clusters Score -81452.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -81452.945312 Penalty: 2378.956055
	Iteration 31F: 3 clusters Score -81452.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Entering Unmasked Estep 
Score: -572878.250000 Penalty: 1490.452515
	Iteration 0F: 2 clusters Score -572878.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -565939.750000 Penalty: 2980.905029
	Iteration 0F: 3 clusters Score -565939.8 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -568185.625000 Penalty: 2980.905029
	Iteration 1F: 3 clusters Score -568185.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -568458.875000 Penalty: 2980.905029
	Iteration 2F: 3 clusters Score -568458.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -568657.125000 Penalty: 2980.905029
	Iteration 3Q: 3 clusters Score -568657.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -568825.562500 Penalty: 2980.905029
	Iteration 4Q: 3 clusters Score -568825.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -569011.250000 Penalty: 2980.905029
	Iteration 5Q: 3 clusters Score -569011.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -569230.750000 Penalty: 2980.905029
	Iteration 6Q: 3 clusters Score -569230.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -569500.500000 Penalty: 2980.905029
	Iteration 7Q: 3 clusters Score -569500.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -569860.562500 Penalty: 2980.905029
	Iteration 8F: 3 clusters Score -569860.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -570284.000000 Penalty: 2980.905029
	Iteration 9F: 3 clusters Score -570284 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -570729.375000 Penalty: 2980.905029
	Iteration 10Q: 3 clusters Score -570729.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -571157.875000 Penalty: 2980.905029
	Iteration 11Q: 3 clusters Score -571157.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -571459.062500 Penalty: 2980.905029
	Iteration 12Q: 3 clusters Score -571459.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -571625.187500 Penalty: 2980.905029
	Iteration 13Q: 3 clusters Score -571625.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -571712.437500 Penalty: 2980.905029
	Iteration 14Q: 3 clusters Score -571712.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -571751.500000 Penalty: 2980.905029
	Iteration 15Q: 3 clusters Score -571751.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -571777.312500 Penalty: 2980.905029
	Iteration 16Q: 3 clusters Score -571777.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -571813.562500 Penalty: 2980.905029
	Iteration 17Q: 3 clusters Score -571813.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -571830.500000 Penalty: 2980.905029
	Iteration 18Q: 3 clusters Score -571830.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -571849.687500 Penalty: 2980.905029
	Iteration 19Q: 3 clusters Score -571849.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -571869.500000 Penalty: 2980.905029
	Iteration 20F: 3 clusters Score -571869.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -571878.750000 Penalty: 2980.905029
	Iteration 21Q: 3 clusters Score -571878.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -571882.562500 Penalty: 2980.905029
	Iteration 22Q: 3 clusters Score -571882.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -571888.750000 Penalty: 2980.905029
	Iteration 23Q: 3 clusters Score -571888.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -571896.375000 Penalty: 2980.905029
	Iteration 24Q: 3 clusters Score -571896.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -571903.250000 Penalty: 2980.905029
	Iteration 25Q: 3 clusters Score -571903.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -571911.875000 Penalty: 2980.905029
	Iteration 26Q: 3 clusters Score -571911.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -571926.500000 Penalty: 2980.905029
	Iteration 27Q: 3 clusters Score -571926.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -571929.875000 Penalty: 2980.905029
	Iteration 28Q: 3 clusters Score -571929.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -571931.000000 Penalty: 2980.905029
	Iteration 29Q: 3 clusters Score -571931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -571931.812500 Penalty: 2980.905029
	Iteration 30Q: 3 clusters Score -571931.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -571932.000000 Penalty: 2980.905029
	Iteration 31Q: 3 clusters Score -571932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -571932.000000 Penalty: 2980.905029
	Iteration 32F: 3 clusters Score -571932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 7349 members 
Mstep: Class 3 contains 58671 members 
Mstep: Class 4 contains 7084 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 6814 members 
Mstep: Class 8 contains 17249 members 
Mstep: Class 9 contains 8373 members 
Mstep: Class 10 contains 87009 members 
Mstep: Class 11 contains 59038 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 11781 members 
Mstep: Class 15 contains 5605 members 
Mstep: Class 16 contains 42531 members 
Mstep: Class 17 contains 8346 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 9624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343496.000000 Penalty: 41578.109375
Iteration 279Q: 21 clusters Score -2.13435e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 7351 members 
Mstep: Class 3 contains 58673 members 
Mstep: Class 4 contains 7084 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3628 members 
Mstep: Class 7 contains 6814 members 
Mstep: Class 8 contains 17249 members 
Mstep: Class 9 contains 8374 members 
Mstep: Class 10 contains 87005 members 
Mstep: Class 11 contains 59037 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4745 members 
Mstep: Class 14 contains 11781 members 
Mstep: Class 15 contains 5607 members 
Mstep: Class 16 contains 42535 members 
Mstep: Class 17 contains 8345 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 9623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343502.000000 Penalty: 41578.109375
Iteration 280F: 21 clusters Score -2.13435e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 58676 members 
Mstep: Class 4 contains 7083 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3627 members 
Mstep: Class 7 contains 6815 members 
Mstep: Class 8 contains 17246 members 
Mstep: Class 9 contains 8373 members 
Mstep: Class 10 contains 87004 members 
Mstep: Class 11 contains 59036 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4745 members 
Mstep: Class 14 contains 11780 members 
Mstep: Class 15 contains 5607 members 
Mstep: Class 16 contains 42540 members 
Mstep: Class 17 contains 8342 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 9630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343486.000000 Penalty: 41578.109375
Iteration 281Q: 21 clusters Score -2.134349e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 7345 members 
Mstep: Class 3 contains 58679 members 
Mstep: Class 4 contains 7083 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3626 members 
Mstep: Class 7 contains 6816 members 
Mstep: Class 8 contains 17245 members 
Mstep: Class 9 contains 8369 members 
Mstep: Class 10 contains 87007 members 
Mstep: Class 11 contains 59030 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4745 members 
Mstep: Class 14 contains 11780 members 
Mstep: Class 15 contains 5607 members 
Mstep: Class 16 contains 42545 members 
Mstep: Class 17 contains 8340 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 9635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343494.000000 Penalty: 41578.109375
Iteration 282Q: 21 clusters Score -2.134349e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 7343 members 
Mstep: Class 3 contains 58684 members 
Mstep: Class 4 contains 7083 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3626 members 
Mstep: Class 7 contains 6816 members 
Mstep: Class 8 contains 17246 members 
Mstep: Class 9 contains 8367 members 
Mstep: Class 10 contains 87004 members 
Mstep: Class 11 contains 59026 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4745 members 
Mstep: Class 14 contains 11780 members 
Mstep: Class 15 contains 5609 members 
Mstep: Class 16 contains 42549 members 
Mstep: Class 17 contains 8338 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 9639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343520.000000 Penalty: 41578.109375
Iteration 283Q: 21 clusters Score -2.134352e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 7346 members 
Mstep: Class 3 contains 58681 members 
Mstep: Class 4 contains 7083 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3623 members 
Mstep: Class 7 contains 6816 members 
Mstep: Class 8 contains 17247 members 
Mstep: Class 9 contains 8367 members 
Mstep: Class 10 contains 86999 members 
Mstep: Class 11 contains 59024 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4745 members 
Mstep: Class 14 contains 11780 members 
Mstep: Class 15 contains 5614 members 
Mstep: Class 16 contains 42553 members 
Mstep: Class 17 contains 8337 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 9640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343510.000000 Penalty: 41578.109375
Iteration 284Q: 21 clusters Score -2.134351e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 7345 members 
Mstep: Class 3 contains 58681 members 
Mstep: Class 4 contains 7083 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3621 members 
Mstep: Class 7 contains 6816 members 
Mstep: Class 8 contains 17244 members 
Mstep: Class 9 contains 8366 members 
Mstep: Class 10 contains 86999 members 
Mstep: Class 11 contains 59025 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4745 members 
Mstep: Class 14 contains 11780 members 
Mstep: Class 15 contains 5617 members 
Mstep: Class 16 contains 42558 members 
Mstep: Class 17 contains 8336 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 9640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343520.000000 Penalty: 41578.109375
Iteration 285Q: 21 clusters Score -2.134352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 7346 members 
Mstep: Class 3 contains 58681 members 
Mstep: Class 4 contains 7083 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3619 members 
Mstep: Class 7 contains 6816 members 
Mstep: Class 8 contains 17242 members 
Mstep: Class 9 contains 8364 members 
Mstep: Class 10 contains 86996 members 
Mstep: Class 11 contains 59025 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 11780 members 
Mstep: Class 15 contains 5624 members 
Mstep: Class 16 contains 42559 members 
Mstep: Class 17 contains 8336 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 9639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343520.000000 Penalty: 41578.109375
Iteration 286Q: 21 clusters Score -2.134352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 7343 members 
Mstep: Class 3 contains 58678 members 
Mstep: Class 4 contains 7083 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3619 members 
Mstep: Class 7 contains 6816 members 
Mstep: Class 8 contains 17238 members 
Mstep: Class 9 contains 8364 members 
Mstep: Class 10 contains 86994 members 
Mstep: Class 11 contains 59027 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4748 members 
Mstep: Class 14 contains 11781 members 
Mstep: Class 15 contains 5629 members 
Mstep: Class 16 contains 42560 members 
Mstep: Class 17 contains 8336 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 9639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343526.000000 Penalty: 41578.109375
Iteration 287Q: 21 clusters Score -2.134353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 58676 members 
Mstep: Class 4 contains 7083 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3619 members 
Mstep: Class 7 contains 6816 members 
Mstep: Class 8 contains 17234 members 
Mstep: Class 9 contains 8364 members 
Mstep: Class 10 contains 86993 members 
Mstep: Class 11 contains 59027 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4749 members 
Mstep: Class 14 contains 11781 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 42562 members 
Mstep: Class 17 contains 8336 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 9639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343516.000000 Penalty: 41578.109375
Iteration 288Q: 21 clusters Score -2.134352e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 58671 members 
Mstep: Class 4 contains 7084 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3619 members 
Mstep: Class 7 contains 6816 members 
Mstep: Class 8 contains 17234 members 
Mstep: Class 9 contains 8364 members 
Mstep: Class 10 contains 86993 members 
Mstep: Class 11 contains 59027 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4748 members 
Mstep: Class 14 contains 11781 members 
Mstep: Class 15 contains 5634 members 
Mstep: Class 16 contains 42563 members 
Mstep: Class 17 contains 8336 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 9639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343526.000000 Penalty: 41578.109375
Iteration 289Q: 21 clusters Score -2.134353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 58668 members 
Mstep: Class 4 contains 7086 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3618 members 
Mstep: Class 7 contains 6816 members 
Mstep: Class 8 contains 17230 members 
Mstep: Class 9 contains 8364 members 
Mstep: Class 10 contains 86994 members 
Mstep: Class 11 contains 59030 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 11781 members 
Mstep: Class 15 contains 5636 members 
Mstep: Class 16 contains 42564 members 
Mstep: Class 17 contains 8336 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 9639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343524.000000 Penalty: 41578.109375
Iteration 290Q: 21 clusters Score -2.134352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 58666 members 
Mstep: Class 4 contains 7089 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3618 members 
Mstep: Class 7 contains 6816 members 
Mstep: Class 8 contains 17230 members 
Mstep: Class 9 contains 8364 members 
Mstep: Class 10 contains 86995 members 
Mstep: Class 11 contains 59031 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 11781 members 
Mstep: Class 15 contains 5636 members 
Mstep: Class 16 contains 42563 members 
Mstep: Class 17 contains 8336 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 9639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343524.000000 Penalty: 41578.109375
Iteration 291Q: 21 clusters Score -2.134352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 58665 members 
Mstep: Class 4 contains 7088 members 
Mstep: Class 5 contains 1211 members 
Mstep: Class 6 contains 3618 members 
Mstep: Class 7 contains 6816 members 
Mstep: Class 8 contains 17230 members 
Mstep: Class 9 contains 8364 members 
Mstep: Class 10 contains 86995 members 
Mstep: Class 11 contains 59031 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 11781 members 
Mstep: Class 15 contains 5636 members 
Mstep: Class 16 contains 42564 members 
Mstep: Class 17 contains 8336 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 9639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343538.000000 Penalty: 41578.109375
Iteration 292Q: 21 clusters Score -2.134354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 58664 members 
Mstep: Class 4 contains 7088 members 
Mstep: Class 5 contains 1211 members 
Mstep: Class 6 contains 3618 members 
Mstep: Class 7 contains 6816 members 
Mstep: Class 8 contains 17230 members 
Mstep: Class 9 contains 8364 members 
Mstep: Class 10 contains 86996 members 
Mstep: Class 11 contains 59031 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 11781 members 
Mstep: Class 15 contains 5636 members 
Mstep: Class 16 contains 42564 members 
Mstep: Class 17 contains 8336 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 9639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343532.000000 Penalty: 41578.109375
Iteration 293Q: 21 clusters Score -2.134353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 58664 members 
Mstep: Class 4 contains 7088 members 
Mstep: Class 5 contains 1211 members 
Mstep: Class 6 contains 3618 members 
Mstep: Class 7 contains 6816 members 
Mstep: Class 8 contains 17230 members 
Mstep: Class 9 contains 8364 members 
Mstep: Class 10 contains 86996 members 
Mstep: Class 11 contains 59031 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 11781 members 
Mstep: Class 15 contains 5636 members 
Mstep: Class 16 contains 42564 members 
Mstep: Class 17 contains 8336 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 9639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343532.000000 Penalty: 41578.109375
Iteration 294F: 21 clusters Score -2.134353e+07 nChanged 0
Entering ConstructFrom: 
Score: -21343532.000000 Penalty: 41578.109375
Entering ConstructFrom: 
Trying to split cluster 1 (16705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Entering Unmasked Estep 
Score: -990599.062500 Penalty: 1580.062744
	Iteration 0F: 2 clusters Score -990599.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -979249.625000 Penalty: 3160.125488
	Iteration 0F: 3 clusters Score -979249.6 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -983847.750000 Penalty: 3160.125488
	Iteration 1F: 3 clusters Score -983847.8 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -984827.812500 Penalty: 3160.125488
	Iteration 2F: 3 clusters Score -984827.8 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -985925.312500 Penalty: 3160.125488
	Iteration 3F: 3 clusters Score -985925.3 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -987028.937500 Penalty: 3160.125488
	Iteration 4F: 3 clusters Score -987028.9 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -987948.312500 Penalty: 3160.125488
	Iteration 5F: 3 clusters Score -987948.3 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -988698.187500 Penalty: 3160.125488
	Iteration 6F: 3 clusters Score -988698.2 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -989303.812500 Penalty: 3160.125488
	Iteration 7Q: 3 clusters Score -989303.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -989744.375000 Penalty: 3160.125488
	Iteration 8Q: 3 clusters Score -989744.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -990078.437500 Penalty: 3160.125488
	Iteration 9Q: 3 clusters Score -990078.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -990318.250000 Penalty: 3160.125488
	Iteration 10Q: 3 clusters Score -990318.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -990519.062500 Penalty: 3160.125488
	Iteration 11Q: 3 clusters Score -990519.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -990644.812500 Penalty: 3160.125488
	Iteration 12Q: 3 clusters Score -990644.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -990712.375000 Penalty: 3160.125488
	Iteration 13Q: 3 clusters Score -990712.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -990745.125000 Penalty: 3160.125488
	Iteration 14Q: 3 clusters Score -990745.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -990765.562500 Penalty: 3160.125488
	Iteration 15Q: 3 clusters Score -990765.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -990777.625000 Penalty: 3160.125488
	Iteration 16Q: 3 clusters Score -990777.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -990784.687500 Penalty: 3160.125488
	Iteration 17Q: 3 clusters Score -990784.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -990788.562500 Penalty: 3160.125488
	Iteration 18Q: 3 clusters Score -990788.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -990795.750000 Penalty: 3160.125488
	Iteration 19Q: 3 clusters Score -990795.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -990799.437500 Penalty: 3160.125488
	Iteration 20F: 3 clusters Score -990799.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -990802.562500 Penalty: 3160.125488
	Iteration 21Q: 3 clusters Score -990802.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -990803.250000 Penalty: 3160.125488
	Iteration 22Q: 3 clusters Score -990803.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -990804.937500 Penalty: 3160.125488
	Iteration 23Q: 3 clusters Score -990804.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -990804.437500 Penalty: 3160.125488
	Iteration 24Q: 3 clusters Score -990804.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -990803.000000 Penalty: 3160.125488
	Iteration 25Q: 3 clusters Score -990803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -990803.187500 Penalty: 3160.125488
	Iteration 26Q: 3 clusters Score -990803.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -990802.687500 Penalty: 3160.125488
	Iteration 27Q: 3 clusters Score -990802.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -990802.687500 Penalty: 3160.125488
	Iteration 28F: 3 clusters Score -990802.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 58664 members 
Mstep: Class 4 contains 7088 members 
Mstep: Class 5 contains 1211 members 
Mstep: Class 6 contains 3618 members 
Mstep: Class 7 contains 6816 members 
Mstep: Class 8 contains 17230 members 
Mstep: Class 9 contains 8364 members 
Mstep: Class 10 contains 86996 members 
Mstep: Class 11 contains 59031 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 11781 members 
Mstep: Class 15 contains 5636 members 
Mstep: Class 16 contains 42564 members 
Mstep: Class 17 contains 8336 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 9639 members 
Mstep: Class 21 contains 1675 members 
Entering Unmasked Estep 
Score: -21343314.000000 Penalty: 43657.015625
Splitting cluster 1 changes total score from -21343532.000000 to -21343314.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (7344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Entering Unmasked Estep 
Score: -450541.656250 Penalty: 1446.516357
	Iteration 0F: 2 clusters Score -450541.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -445105.843750 Penalty: 2893.032715
	Iteration 0F: 3 clusters Score -445105.8 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -446754.718750 Penalty: 2893.032715
	Iteration 1F: 3 clusters Score -446754.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -446964.843750 Penalty: 2893.032715
	Iteration 2F: 3 clusters Score -446964.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -447114.437500 Penalty: 2893.032715
	Iteration 3Q: 3 clusters Score -447114.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -447231.031250 Penalty: 2893.032715
	Iteration 4Q: 3 clusters Score -447231 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -447317.250000 Penalty: 2893.032715
	Iteration 5Q: 3 clusters Score -447317.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -447388.062500 Penalty: 2893.032715
	Iteration 6Q: 3 clusters Score -447388.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -447438.625000 Penalty: 2893.032715
	Iteration 7Q: 3 clusters Score -447438.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -447478.687500 Penalty: 2893.032715
	Iteration 8Q: 3 clusters Score -447478.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -447513.343750 Penalty: 2893.032715
	Iteration 9Q: 3 clusters Score -447513.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -447546.500000 Penalty: 2893.032715
	Iteration 10Q: 3 clusters Score -447546.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -447581.562500 Penalty: 2893.032715
	Iteration 11Q: 3 clusters Score -447581.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -447623.312500 Penalty: 2893.032715
	Iteration 12Q: 3 clusters Score -447623.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -447669.843750 Penalty: 2893.032715
	Iteration 13Q: 3 clusters Score -447669.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -447727.906250 Penalty: 2893.032715
	Iteration 14Q: 3 clusters Score -447727.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -447805.250000 Penalty: 2893.032715
	Iteration 15Q: 3 clusters Score -447805.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -447899.750000 Penalty: 2893.032715
	Iteration 16Q: 3 clusters Score -447899.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -447993.875000 Penalty: 2893.032715
	Iteration 17Q: 3 clusters Score -447993.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -448093.906250 Penalty: 2893.032715
	Iteration 18Q: 3 clusters Score -448093.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -448197.281250 Penalty: 2893.032715
	Iteration 19Q: 3 clusters Score -448197.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -448323.000000 Penalty: 2893.032715
	Iteration 20F: 3 clusters Score -448323 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -448470.750000 Penalty: 2893.032715
	Iteration 21Q: 3 clusters Score -448470.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -448605.031250 Penalty: 2893.032715
	Iteration 22Q: 3 clusters Score -448605 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -448722.406250 Penalty: 2893.032715
	Iteration 23Q: 3 clusters Score -448722.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -448819.562500 Penalty: 2893.032715
	Iteration 24Q: 3 clusters Score -448819.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -448899.468750 Penalty: 2893.032715
	Iteration 25Q: 3 clusters Score -448899.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -448974.281250 Penalty: 2893.032715
	Iteration 26Q: 3 clusters Score -448974.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -449032.531250 Penalty: 2893.032715
	Iteration 27Q: 3 clusters Score -449032.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -449077.156250 Penalty: 2893.032715
	Iteration 28Q: 3 clusters Score -449077.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -449119.531250 Penalty: 2893.032715
	Iteration 29Q: 3 clusters Score -449119.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -449154.343750 Penalty: 2893.032715
	Iteration 30Q: 3 clusters Score -449154.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -449180.718750 Penalty: 2893.032715
	Iteration 31Q: 3 clusters Score -449180.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -449200.625000 Penalty: 2893.032715
	Iteration 32Q: 3 clusters Score -449200.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -449227.031250 Penalty: 2893.032715
	Iteration 33Q: 3 clusters Score -449227 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -449251.500000 Penalty: 2893.032715
	Iteration 34Q: 3 clusters Score -449251.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -449264.781250 Penalty: 2893.032715
	Iteration 35Q: 3 clusters Score -449264.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -449274.000000 Penalty: 2893.032715
	Iteration 36Q: 3 clusters Score -449274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -449279.312500 Penalty: 2893.032715
	Iteration 37Q: 3 clusters Score -449279.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -449283.312500 Penalty: 2893.032715
	Iteration 38Q: 3 clusters Score -449283.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -449288.562500 Penalty: 2893.032715
	Iteration 39Q: 3 clusters Score -449288.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -449293.187500 Penalty: 2893.032715
	Iteration 40F: 3 clusters Score -449293.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -449302.656250 Penalty: 2893.032715
	Iteration 41Q: 3 clusters Score -449302.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -449315.281250 Penalty: 2893.032715
	Iteration 42Q: 3 clusters Score -449315.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -449327.281250 Penalty: 2893.032715
	Iteration 43Q: 3 clusters Score -449327.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -449336.343750 Penalty: 2893.032715
	Iteration 44Q: 3 clusters Score -449336.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -449342.250000 Penalty: 2893.032715
	Iteration 45Q: 3 clusters Score -449342.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -449345.750000 Penalty: 2893.032715
	Iteration 46Q: 3 clusters Score -449345.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -449346.718750 Penalty: 2893.032715
	Iteration 47Q: 3 clusters Score -449346.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -449346.718750 Penalty: 2893.032715
	Iteration 48F: 3 clusters Score -449346.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (58664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58664 members 
Entering Unmasked Estep 
Score: -3588124.000000 Penalty: 1784.182007
	Iteration 0F: 2 clusters Score -3588124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -3548874.250000 Penalty: 3568.364014
	Iteration 0F: 3 clusters Score -3548874 nChanged 27701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -3564386.500000 Penalty: 3568.364014
	Iteration 1F: 3 clusters Score -3564386 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -3564800.500000 Penalty: 3568.364014
	Iteration 2Q: 3 clusters Score -3564800 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -3565294.750000 Penalty: 3568.364014
	Iteration 3Q: 3 clusters Score -3565295 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -3565926.250000 Penalty: 3568.364014
	Iteration 4Q: 3 clusters Score -3565926 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -3566894.250000 Penalty: 3568.364014
	Iteration 5Q: 3 clusters Score -3566894 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -3568602.250000 Penalty: 3568.364014
	Iteration 6F: 3 clusters Score -3568602 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -3571643.750000 Penalty: 3568.364014
	Iteration 7F: 3 clusters Score -3571644 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -3575979.750000 Penalty: 3568.364014
	Iteration 8F: 3 clusters Score -3575980 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -3580660.500000 Penalty: 3568.364014
	Iteration 9F: 3 clusters Score -3580660 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3584046.250000 Penalty: 3568.364014
	Iteration 10F: 3 clusters Score -3584046 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57484 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3585601.000000 Penalty: 3568.364014
	Iteration 11Q: 3 clusters Score -3585601 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3586162.250000 Penalty: 3568.364014
	Iteration 12Q: 3 clusters Score -3586162 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58264 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3586380.250000 Penalty: 3568.364014
	Iteration 13Q: 3 clusters Score -3586380 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58331 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3586498.750000 Penalty: 3568.364014
	Iteration 14Q: 3 clusters Score -3586499 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3586565.250000 Penalty: 3568.364014
	Iteration 15Q: 3 clusters Score -3586565 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58355 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3586590.750000 Penalty: 3568.364014
	Iteration 16Q: 3 clusters Score -3586591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3586607.250000 Penalty: 3568.364014
	Iteration 17Q: 3 clusters Score -3586607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58363 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3586618.000000 Penalty: 3568.364014
	Iteration 18Q: 3 clusters Score -3586618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3586631.750000 Penalty: 3568.364014
	Iteration 19Q: 3 clusters Score -3586632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3586640.750000 Penalty: 3568.364014
	Iteration 20F: 3 clusters Score -3586641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58377 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3586645.500000 Penalty: 3568.364014
	Iteration 21Q: 3 clusters Score -3586646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58377 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3586647.250000 Penalty: 3568.364014
	Iteration 22Q: 3 clusters Score -3586647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58381 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3586656.750000 Penalty: 3568.364014
	Iteration 23Q: 3 clusters Score -3586657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58380 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3586661.500000 Penalty: 3568.364014
	Iteration 24Q: 3 clusters Score -3586662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58381 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3586665.750000 Penalty: 3568.364014
	Iteration 25Q: 3 clusters Score -3586666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58381 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3586667.250000 Penalty: 3568.364014
	Iteration 26Q: 3 clusters Score -3586667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3586671.000000 Penalty: 3568.364014
	Iteration 27Q: 3 clusters Score -3586671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3586674.750000 Penalty: 3568.364014
	Iteration 28Q: 3 clusters Score -3586675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58384 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3586680.750000 Penalty: 3568.364014
	Iteration 29Q: 3 clusters Score -3586681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58384 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3586682.250000 Penalty: 3568.364014
	Iteration 30Q: 3 clusters Score -3586682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58383 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3586686.500000 Penalty: 3568.364014
	Iteration 31Q: 3 clusters Score -3586686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58383 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3586686.500000 Penalty: 3568.364014
	Iteration 32F: 3 clusters Score -3586686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Entering Unmasked Estep 
Score: -408460.375000 Penalty: 1440.750732
	Iteration 0F: 2 clusters Score -408460.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -403180.781250 Penalty: 2881.501465
	Iteration 0F: 3 clusters Score -403180.8 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -405062.937500 Penalty: 2881.501465
	Iteration 1F: 3 clusters Score -405062.9 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -405699.375000 Penalty: 2881.501465
	Iteration 2F: 3 clusters Score -405699.4 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -406415.375000 Penalty: 2881.501465
	Iteration 3F: 3 clusters Score -406415.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -407014.250000 Penalty: 2881.501465
	Iteration 4F: 3 clusters Score -407014.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -407453.187500 Penalty: 2881.501465
	Iteration 5F: 3 clusters Score -407453.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -407742.656250 Penalty: 2881.501465
	Iteration 6F: 3 clusters Score -407742.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -407902.468750 Penalty: 2881.501465
	Iteration 7Q: 3 clusters Score -407902.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -408010.843750 Penalty: 2881.501465
	Iteration 8Q: 3 clusters Score -408010.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -408066.656250 Penalty: 2881.501465
	Iteration 9Q: 3 clusters Score -408066.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -408094.968750 Penalty: 2881.501465
	Iteration 10Q: 3 clusters Score -408095 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -408116.343750 Penalty: 2881.501465
	Iteration 11Q: 3 clusters Score -408116.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -408130.843750 Penalty: 2881.501465
	Iteration 12Q: 3 clusters Score -408130.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -408139.906250 Penalty: 2881.501465
	Iteration 13Q: 3 clusters Score -408139.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -408147.312500 Penalty: 2881.501465
	Iteration 14Q: 3 clusters Score -408147.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -408154.156250 Penalty: 2881.501465
	Iteration 15Q: 3 clusters Score -408154.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -408157.687500 Penalty: 2881.501465
	Iteration 16Q: 3 clusters Score -408157.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -408163.781250 Penalty: 2881.501465
	Iteration 17Q: 3 clusters Score -408163.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -408168.031250 Penalty: 2881.501465
	Iteration 18Q: 3 clusters Score -408168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -408170.437500 Penalty: 2881.501465
	Iteration 19Q: 3 clusters Score -408170.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -408173.156250 Penalty: 2881.501465
	Iteration 20F: 3 clusters Score -408173.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -408172.781250 Penalty: 2881.501465
	Iteration 21Q: 3 clusters Score -408172.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -408173.125000 Penalty: 2881.501465
	Iteration 22Q: 3 clusters Score -408173.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -408174.156250 Penalty: 2881.501465
	Iteration 23Q: 3 clusters Score -408174.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -408174.812500 Penalty: 2881.501465
	Iteration 24Q: 3 clusters Score -408174.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -408174.812500 Penalty: 2881.501465
	Iteration 25F: 3 clusters Score -408174.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -74495.703125 Penalty: 1153.620239
	Iteration 0F: 2 clusters Score -74495.7 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 577 members 
Entering Unmasked Estep 
Score: -72910.617188 Penalty: 2307.240479
	Iteration 0F: 3 clusters Score -72910.62 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -73224.445312 Penalty: 2307.240479
	Iteration 1F: 3 clusters Score -73224.45 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -73296.312500 Penalty: 2307.240479
	Iteration 2F: 3 clusters Score -73296.31 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -73320.898438 Penalty: 2307.240479
	Iteration 3Q: 3 clusters Score -73320.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -73331.031250 Penalty: 2307.240479
	Iteration 4Q: 3 clusters Score -73331.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -73334.523438 Penalty: 2307.240479
	Iteration 5Q: 3 clusters Score -73334.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -73336.062500 Penalty: 2307.240479
	Iteration 6Q: 3 clusters Score -73336.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -73337.195312 Penalty: 2307.240479
	Iteration 7Q: 3 clusters Score -73337.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -73340.648438 Penalty: 2307.240479
	Iteration 8Q: 3 clusters Score -73340.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -73345.390625 Penalty: 2307.240479
	Iteration 9Q: 3 clusters Score -73345.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -73346.343750 Penalty: 2307.240479
	Iteration 10Q: 3 clusters Score -73346.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -73346.343750 Penalty: 2307.240479
	Iteration 11F: 3 clusters Score -73346.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Entering Unmasked Estep 
Score: -208897.859375 Penalty: 1331.472534
	Iteration 0F: 2 clusters Score -208897.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -205773.937500 Penalty: 2662.945068
	Iteration 0F: 3 clusters Score -205773.9 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -206670.187500 Penalty: 2662.945068
	Iteration 1F: 3 clusters Score -206670.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -206841.171875 Penalty: 2662.945068
	Iteration 2F: 3 clusters Score -206841.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -206946.890625 Penalty: 2662.945068
	Iteration 3Q: 3 clusters Score -206946.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -207043.281250 Penalty: 2662.945068
	Iteration 4Q: 3 clusters Score -207043.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -207156.468750 Penalty: 2662.945068
	Iteration 5Q: 3 clusters Score -207156.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -207283.609375 Penalty: 2662.945068
	Iteration 6Q: 3 clusters Score -207283.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -207446.609375 Penalty: 2662.945068
	Iteration 7Q: 3 clusters Score -207446.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -207606.640625 Penalty: 2662.945068
	Iteration 8Q: 3 clusters Score -207606.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -207714.671875 Penalty: 2662.945068
	Iteration 9Q: 3 clusters Score -207714.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -207798.437500 Penalty: 2662.945068
	Iteration 10Q: 3 clusters Score -207798.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -207871.562500 Penalty: 2662.945068
	Iteration 11Q: 3 clusters Score -207871.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -207934.171875 Penalty: 2662.945068
	Iteration 12Q: 3 clusters Score -207934.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -207971.015625 Penalty: 2662.945068
	Iteration 13Q: 3 clusters Score -207971 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -207993.796875 Penalty: 2662.945068
	Iteration 14Q: 3 clusters Score -207993.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -208010.562500 Penalty: 2662.945068
	Iteration 15Q: 3 clusters Score -208010.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -208020.453125 Penalty: 2662.945068
	Iteration 16Q: 3 clusters Score -208020.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -208032.281250 Penalty: 2662.945068
	Iteration 17Q: 3 clusters Score -208032.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -208037.546875 Penalty: 2662.945068
	Iteration 18Q: 3 clusters Score -208037.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -208041.703125 Penalty: 2662.945068
	Iteration 19Q: 3 clusters Score -208041.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -208045.562500 Penalty: 2662.945068
	Iteration 20F: 3 clusters Score -208045.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -208047.046875 Penalty: 2662.945068
	Iteration 21Q: 3 clusters Score -208047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -208048.656250 Penalty: 2662.945068
	Iteration 22Q: 3 clusters Score -208048.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -208049.937500 Penalty: 2662.945068
	Iteration 23Q: 3 clusters Score -208049.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -208050.875000 Penalty: 2662.945068
	Iteration 24Q: 3 clusters Score -208050.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -208053.031250 Penalty: 2662.945068
	Iteration 25Q: 3 clusters Score -208053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -208054.500000 Penalty: 2662.945068
	Iteration 26Q: 3 clusters Score -208054.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -208057.546875 Penalty: 2662.945068
	Iteration 27Q: 3 clusters Score -208057.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -208059.890625 Penalty: 2662.945068
	Iteration 28Q: 3 clusters Score -208059.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -208062.468750 Penalty: 2662.945068
	Iteration 29Q: 3 clusters Score -208062.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -208064.437500 Penalty: 2662.945068
	Iteration 30Q: 3 clusters Score -208064.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -208066.250000 Penalty: 2662.945068
	Iteration 31Q: 3 clusters Score -208066.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -208068.125000 Penalty: 2662.945068
	Iteration 32Q: 3 clusters Score -208068.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -208070.203125 Penalty: 2662.945068
	Iteration 33Q: 3 clusters Score -208070.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -208072.468750 Penalty: 2662.945068
	Iteration 34Q: 3 clusters Score -208072.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -208074.656250 Penalty: 2662.945068
	Iteration 35Q: 3 clusters Score -208074.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -208076.906250 Penalty: 2662.945068
	Iteration 36Q: 3 clusters Score -208076.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -208077.890625 Penalty: 2662.945068
	Iteration 37Q: 3 clusters Score -208077.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -208080.015625 Penalty: 2662.945068
	Iteration 38Q: 3 clusters Score -208080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -208081.843750 Penalty: 2662.945068
	Iteration 39Q: 3 clusters Score -208081.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -208085.093750 Penalty: 2662.945068
	Iteration 40F: 3 clusters Score -208085.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -208088.343750 Penalty: 2662.945068
	Iteration 41Q: 3 clusters Score -208088.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -208089.875000 Penalty: 2662.945068
	Iteration 42Q: 3 clusters Score -208089.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -208089.953125 Penalty: 2662.945068
	Iteration 43Q: 3 clusters Score -208090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -208090.734375 Penalty: 2662.945068
	Iteration 44Q: 3 clusters Score -208090.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -208090.765625 Penalty: 2662.945068
	Iteration 45Q: 3 clusters Score -208090.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -208090.765625 Penalty: 2662.945068
	Iteration 46F: 3 clusters Score -208090.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Entering Unmasked Estep 
Score: -414588.125000 Penalty: 1434.392090
	Iteration 0F: 2 clusters Score -414588.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -409491.937500 Penalty: 2868.784180
	Iteration 0F: 3 clusters Score -409491.9 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -410976.562500 Penalty: 2868.784180
	Iteration 1F: 3 clusters Score -410976.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -411174.000000 Penalty: 2868.784180
	Iteration 2F: 3 clusters Score -411174 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -411319.562500 Penalty: 2868.784180
	Iteration 3Q: 3 clusters Score -411319.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -411427.437500 Penalty: 2868.784180
	Iteration 4Q: 3 clusters Score -411427.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -411510.750000 Penalty: 2868.784180
	Iteration 5Q: 3 clusters Score -411510.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -411592.312500 Penalty: 2868.784180
	Iteration 6Q: 3 clusters Score -411592.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -411679.593750 Penalty: 2868.784180
	Iteration 7Q: 3 clusters Score -411679.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -411781.625000 Penalty: 2868.784180
	Iteration 8Q: 3 clusters Score -411781.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -411895.875000 Penalty: 2868.784180
	Iteration 9Q: 3 clusters Score -411895.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -412039.812500 Penalty: 2868.784180
	Iteration 10Q: 3 clusters Score -412039.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -412194.093750 Penalty: 2868.784180
	Iteration 11Q: 3 clusters Score -412194.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -412340.500000 Penalty: 2868.784180
	Iteration 12Q: 3 clusters Score -412340.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -412488.781250 Penalty: 2868.784180
	Iteration 13Q: 3 clusters Score -412488.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -412651.343750 Penalty: 2868.784180
	Iteration 14Q: 3 clusters Score -412651.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -412792.625000 Penalty: 2868.784180
	Iteration 15Q: 3 clusters Score -412792.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -412907.093750 Penalty: 2868.784180
	Iteration 16Q: 3 clusters Score -412907.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -412995.718750 Penalty: 2868.784180
	Iteration 17Q: 3 clusters Score -412995.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -413073.781250 Penalty: 2868.784180
	Iteration 18Q: 3 clusters Score -413073.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -413118.312500 Penalty: 2868.784180
	Iteration 19Q: 3 clusters Score -413118.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -413155.906250 Penalty: 2868.784180
	Iteration 20F: 3 clusters Score -413155.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -413178.187500 Penalty: 2868.784180
	Iteration 21Q: 3 clusters Score -413178.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -413197.156250 Penalty: 2868.784180
	Iteration 22Q: 3 clusters Score -413197.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -413212.375000 Penalty: 2868.784180
	Iteration 23Q: 3 clusters Score -413212.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -413228.187500 Penalty: 2868.784180
	Iteration 24Q: 3 clusters Score -413228.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -413239.468750 Penalty: 2868.784180
	Iteration 25Q: 3 clusters Score -413239.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -413251.562500 Penalty: 2868.784180
	Iteration 26Q: 3 clusters Score -413251.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -413265.843750 Penalty: 2868.784180
	Iteration 27Q: 3 clusters Score -413265.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -413285.000000 Penalty: 2868.784180
	Iteration 28Q: 3 clusters Score -413285 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -413305.812500 Penalty: 2868.784180
	Iteration 29Q: 3 clusters Score -413305.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -413324.843750 Penalty: 2868.784180
	Iteration 30Q: 3 clusters Score -413324.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -413339.343750 Penalty: 2868.784180
	Iteration 31Q: 3 clusters Score -413339.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -413353.437500 Penalty: 2868.784180
	Iteration 32Q: 3 clusters Score -413353.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -413369.218750 Penalty: 2868.784180
	Iteration 33Q: 3 clusters Score -413369.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -413387.062500 Penalty: 2868.784180
	Iteration 34Q: 3 clusters Score -413387.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -413402.843750 Penalty: 2868.784180
	Iteration 35Q: 3 clusters Score -413402.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -413411.187500 Penalty: 2868.784180
	Iteration 36Q: 3 clusters Score -413411.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -413415.718750 Penalty: 2868.784180
	Iteration 37Q: 3 clusters Score -413415.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -413421.750000 Penalty: 2868.784180
	Iteration 38Q: 3 clusters Score -413421.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -413426.625000 Penalty: 2868.784180
	Iteration 39Q: 3 clusters Score -413426.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -413432.281250 Penalty: 2868.784180
	Iteration 40F: 3 clusters Score -413432.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -413439.437500 Penalty: 2868.784180
	Iteration 41Q: 3 clusters Score -413439.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -413450.281250 Penalty: 2868.784180
	Iteration 42Q: 3 clusters Score -413450.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -413456.468750 Penalty: 2868.784180
	Iteration 43Q: 3 clusters Score -413456.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -413458.781250 Penalty: 2868.784180
	Iteration 44Q: 3 clusters Score -413458.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -413459.187500 Penalty: 2868.784180
	Iteration 45Q: 3 clusters Score -413459.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -413460.031250 Penalty: 2868.784180
	Iteration 46Q: 3 clusters Score -413460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -413461.250000 Penalty: 2868.784180
	Iteration 47Q: 3 clusters Score -413461.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -413463.312500 Penalty: 2868.784180
	Iteration 48Q: 3 clusters Score -413463.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -413462.937500 Penalty: 2868.784180
	Iteration 49Q: 3 clusters Score -413462.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -413465.000000 Penalty: 2868.784180
	Iteration 50Q: 3 clusters Score -413465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -413467.531250 Penalty: 2868.784180
	Iteration 51Q: 3 clusters Score -413467.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -413473.562500 Penalty: 2868.784180
	Iteration 52Q: 3 clusters Score -413473.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -413475.937500 Penalty: 2868.784180
	Iteration 53Q: 3 clusters Score -413475.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -413479.187500 Penalty: 2868.784180
	Iteration 54Q: 3 clusters Score -413479.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -413481.687500 Penalty: 2868.784180
	Iteration 55Q: 3 clusters Score -413481.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -413482.562500 Penalty: 2868.784180
	Iteration 56Q: 3 clusters Score -413482.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -413486.437500 Penalty: 2868.784180
	Iteration 57Q: 3 clusters Score -413486.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -413487.406250 Penalty: 2868.784180
	Iteration 58Q: 3 clusters Score -413487.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -413487.406250 Penalty: 2868.784180
	Iteration 59F: 3 clusters Score -413487.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Entering Unmasked Estep 
Score: -1057356.500000 Penalty: 1585.091187
	Iteration 0F: 2 clusters Score -1057356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1045612.000000 Penalty: 3170.182373
	Iteration 0F: 3 clusters Score -1045612 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1049852.250000 Penalty: 3170.182373
	Iteration 1F: 3 clusters Score -1049852 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1050239.125000 Penalty: 3170.182373
	Iteration 2F: 3 clusters Score -1050239 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1050558.625000 Penalty: 3170.182373
	Iteration 3Q: 3 clusters Score -1050559 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1050850.625000 Penalty: 3170.182373
	Iteration 4Q: 3 clusters Score -1050851 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1051196.375000 Penalty: 3170.182373
	Iteration 5Q: 3 clusters Score -1051196 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1051619.875000 Penalty: 3170.182373
	Iteration 6Q: 3 clusters Score -1051620 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1052116.625000 Penalty: 3170.182373
	Iteration 7Q: 3 clusters Score -1052117 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1052631.625000 Penalty: 3170.182373
	Iteration 8Q: 3 clusters Score -1052632 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1053128.625000 Penalty: 3170.182373
	Iteration 9Q: 3 clusters Score -1053129 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1053577.875000 Penalty: 3170.182373
	Iteration 10Q: 3 clusters Score -1053578 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1053961.000000 Penalty: 3170.182373
	Iteration 11Q: 3 clusters Score -1053961 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1054280.000000 Penalty: 3170.182373
	Iteration 12Q: 3 clusters Score -1054280 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1054567.625000 Penalty: 3170.182373
	Iteration 13Q: 3 clusters Score -1054568 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1054824.000000 Penalty: 3170.182373
	Iteration 14Q: 3 clusters Score -1054824 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1055041.000000 Penalty: 3170.182373
	Iteration 15Q: 3 clusters Score -1055041 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1055229.500000 Penalty: 3170.182373
	Iteration 16Q: 3 clusters Score -1055230 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1055403.500000 Penalty: 3170.182373
	Iteration 17Q: 3 clusters Score -1055404 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1055533.250000 Penalty: 3170.182373
	Iteration 18Q: 3 clusters Score -1055533 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1055613.875000 Penalty: 3170.182373
	Iteration 19Q: 3 clusters Score -1055614 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1055670.250000 Penalty: 3170.182373
	Iteration 20F: 3 clusters Score -1055670 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1055711.875000 Penalty: 3170.182373
	Iteration 21Q: 3 clusters Score -1055712 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -1055756.000000 Penalty: 3170.182373
	Iteration 22Q: 3 clusters Score -1055756 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -1055791.375000 Penalty: 3170.182373
	Iteration 23Q: 3 clusters Score -1055791 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -1055815.250000 Penalty: 3170.182373
	Iteration 24Q: 3 clusters Score -1055815 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1055829.750000 Penalty: 3170.182373
	Iteration 25Q: 3 clusters Score -1055830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1055844.250000 Penalty: 3170.182373
	Iteration 26Q: 3 clusters Score -1055844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1055853.750000 Penalty: 3170.182373
	Iteration 27Q: 3 clusters Score -1055854 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -1055863.500000 Penalty: 3170.182373
	Iteration 28Q: 3 clusters Score -1055864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1055875.750000 Penalty: 3170.182373
	Iteration 29Q: 3 clusters Score -1055876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1055884.375000 Penalty: 3170.182373
	Iteration 30Q: 3 clusters Score -1055884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1055892.500000 Penalty: 3170.182373
	Iteration 31Q: 3 clusters Score -1055892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -1055901.000000 Penalty: 3170.182373
	Iteration 32Q: 3 clusters Score -1055901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -1055906.000000 Penalty: 3170.182373
	Iteration 33Q: 3 clusters Score -1055906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -1055909.375000 Penalty: 3170.182373
	Iteration 34Q: 3 clusters Score -1055909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1055913.750000 Penalty: 3170.182373
	Iteration 35Q: 3 clusters Score -1055914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -1055919.875000 Penalty: 3170.182373
	Iteration 36Q: 3 clusters Score -1055920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1055926.250000 Penalty: 3170.182373
	Iteration 37Q: 3 clusters Score -1055926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -1055934.625000 Penalty: 3170.182373
	Iteration 38Q: 3 clusters Score -1055935 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1055940.125000 Penalty: 3170.182373
	Iteration 39Q: 3 clusters Score -1055940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1055947.000000 Penalty: 3170.182373
	Iteration 40F: 3 clusters Score -1055947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1055959.625000 Penalty: 3170.182373
	Iteration 41Q: 3 clusters Score -1055960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -1055966.500000 Penalty: 3170.182373
	Iteration 42Q: 3 clusters Score -1055966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -1055979.375000 Penalty: 3170.182373
	Iteration 43Q: 3 clusters Score -1055979 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -1055991.250000 Penalty: 3170.182373
	Iteration 44Q: 3 clusters Score -1055991 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1056001.625000 Penalty: 3170.182373
	Iteration 45Q: 3 clusters Score -1056002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -1056010.875000 Penalty: 3170.182373
	Iteration 46Q: 3 clusters Score -1056011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1056016.375000 Penalty: 3170.182373
	Iteration 47Q: 3 clusters Score -1056016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -1056022.250000 Penalty: 3170.182373
	Iteration 48Q: 3 clusters Score -1056022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1056026.875000 Penalty: 3170.182373
	Iteration 49Q: 3 clusters Score -1056027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -1056031.000000 Penalty: 3170.182373
	Iteration 50Q: 3 clusters Score -1056031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1056030.875000 Penalty: 3170.182373
	Iteration 51Q: 3 clusters Score -1056031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1056031.125000 Penalty: 3170.182373
	Iteration 52Q: 3 clusters Score -1056031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -1056035.750000 Penalty: 3170.182373
	Iteration 53Q: 3 clusters Score -1056036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1056037.250000 Penalty: 3170.182373
	Iteration 54Q: 3 clusters Score -1056037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1056040.000000 Penalty: 3170.182373
	Iteration 55Q: 3 clusters Score -1056040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1056042.000000 Penalty: 3170.182373
	Iteration 56Q: 3 clusters Score -1056042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -1056043.375000 Penalty: 3170.182373
	Iteration 57Q: 3 clusters Score -1056043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1056046.375000 Penalty: 3170.182373
	Iteration 58Q: 3 clusters Score -1056046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1056052.750000 Penalty: 3170.182373
	Iteration 59Q: 3 clusters Score -1056053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -1056058.000000 Penalty: 3170.182373
	Iteration 60F: 3 clusters Score -1056058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -1056057.125000 Penalty: 3170.182373
	Iteration 61Q: 3 clusters Score -1056057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1056061.625000 Penalty: 3170.182373
	Iteration 62Q: 3 clusters Score -1056062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1056066.375000 Penalty: 3170.182373
	Iteration 63Q: 3 clusters Score -1056066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -1056071.125000 Penalty: 3170.182373
	Iteration 64Q: 3 clusters Score -1056071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -1056072.250000 Penalty: 3170.182373
	Iteration 65Q: 3 clusters Score -1056072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -1056073.875000 Penalty: 3170.182373
	Iteration 66Q: 3 clusters Score -1056074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1056074.125000 Penalty: 3170.182373
	Iteration 67Q: 3 clusters Score -1056074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1056074.875000 Penalty: 3170.182373
	Iteration 68Q: 3 clusters Score -1056075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1056074.625000 Penalty: 3170.182373
	Iteration 69Q: 3 clusters Score -1056075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1056074.625000 Penalty: 3170.182373
	Iteration 70F: 3 clusters Score -1056075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Entering Unmasked Estep 
Score: -496858.468750 Penalty: 1467.650024
	Iteration 0F: 2 clusters Score -496858.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -490772.937500 Penalty: 2935.300049
	Iteration 0F: 3 clusters Score -490772.9 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -492765.250000 Penalty: 2935.300049
	Iteration 1F: 3 clusters Score -492765.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -493125.500000 Penalty: 2935.300049
	Iteration 2F: 3 clusters Score -493125.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -493504.093750 Penalty: 2935.300049
	Iteration 3F: 3 clusters Score -493504.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -493849.750000 Penalty: 2935.300049
	Iteration 4F: 3 clusters Score -493849.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -494162.156250 Penalty: 2935.300049
	Iteration 5F: 3 clusters Score -494162.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -494469.593750 Penalty: 2935.300049
	Iteration 6F: 3 clusters Score -494469.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -494768.031250 Penalty: 2935.300049
	Iteration 7Q: 3 clusters Score -494768 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -494997.031250 Penalty: 2935.300049
	Iteration 8Q: 3 clusters Score -494997 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -495169.906250 Penalty: 2935.300049
	Iteration 9Q: 3 clusters Score -495169.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -495344.906250 Penalty: 2935.300049
	Iteration 10Q: 3 clusters Score -495344.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -495507.343750 Penalty: 2935.300049
	Iteration 11Q: 3 clusters Score -495507.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -495676.718750 Penalty: 2935.300049
	Iteration 12Q: 3 clusters Score -495676.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -495798.500000 Penalty: 2935.300049
	Iteration 13Q: 3 clusters Score -495798.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -495881.343750 Penalty: 2935.300049
	Iteration 14Q: 3 clusters Score -495881.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -495964.031250 Penalty: 2935.300049
	Iteration 15Q: 3 clusters Score -495964 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -496026.156250 Penalty: 2935.300049
	Iteration 16Q: 3 clusters Score -496026.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -496072.218750 Penalty: 2935.300049
	Iteration 17Q: 3 clusters Score -496072.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -496107.750000 Penalty: 2935.300049
	Iteration 18Q: 3 clusters Score -496107.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -496129.875000 Penalty: 2935.300049
	Iteration 19Q: 3 clusters Score -496129.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -496148.750000 Penalty: 2935.300049
	Iteration 20F: 3 clusters Score -496148.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -496161.250000 Penalty: 2935.300049
	Iteration 21Q: 3 clusters Score -496161.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -496179.968750 Penalty: 2935.300049
	Iteration 22Q: 3 clusters Score -496180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -496194.656250 Penalty: 2935.300049
	Iteration 23Q: 3 clusters Score -496194.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -496201.937500 Penalty: 2935.300049
	Iteration 24Q: 3 clusters Score -496201.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -496207.312500 Penalty: 2935.300049
	Iteration 25Q: 3 clusters Score -496207.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -496210.468750 Penalty: 2935.300049
	Iteration 26Q: 3 clusters Score -496210.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -496213.781250 Penalty: 2935.300049
	Iteration 27Q: 3 clusters Score -496213.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -496214.000000 Penalty: 2935.300049
	Iteration 28Q: 3 clusters Score -496214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -496214.000000 Penalty: 2935.300049
	Iteration 29F: 3 clusters Score -496214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (86996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86996 members 
Entering Unmasked Estep 
Score: -5555822.500000 Penalty: 1848.212769
	Iteration 0F: 2 clusters Score -5555822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -5497639.500000 Penalty: 3696.425537
	Iteration 0F: 3 clusters Score -5497640 nChanged 41440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -5521673.000000 Penalty: 3696.425537
	Iteration 1F: 3 clusters Score -5521673 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -5522350.500000 Penalty: 3696.425537
	Iteration 2Q: 3 clusters Score -5522350 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -5523067.500000 Penalty: 3696.425537
	Iteration 3Q: 3 clusters Score -5523068 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -5523757.000000 Penalty: 3696.425537
	Iteration 4Q: 3 clusters Score -5523757 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -5524572.500000 Penalty: 3696.425537
	Iteration 5Q: 3 clusters Score -5524572 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -5525563.500000 Penalty: 3696.425537
	Iteration 6Q: 3 clusters Score -5525564 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -5526987.500000 Penalty: 3696.425537
	Iteration 7Q: 3 clusters Score -5526988 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 54073 members 
Entering Unmasked Estep 
Score: -5528964.000000 Penalty: 3696.425537
	Iteration 8Q: 3 clusters Score -5528964 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 58601 members 
Entering Unmasked Estep 
Score: -5531966.500000 Penalty: 3696.425537
	Iteration 9F: 3 clusters Score -5531966 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 64005 members 
Entering Unmasked Estep 
Score: -5536127.500000 Penalty: 3696.425537
	Iteration 10F: 3 clusters Score -5536128 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 69615 members 
Entering Unmasked Estep 
Score: -5540723.500000 Penalty: 3696.425537
	Iteration 11F: 3 clusters Score -5540724 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 74512 members 
Entering Unmasked Estep 
Score: -5544776.500000 Penalty: 3696.425537
	Iteration 12F: 3 clusters Score -5544776 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 78430 members 
Entering Unmasked Estep 
Score: -5547943.500000 Penalty: 3696.425537
	Iteration 13Q: 3 clusters Score -5547944 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 81292 members 
Entering Unmasked Estep 
Score: -5550217.500000 Penalty: 3696.425537
	Iteration 14Q: 3 clusters Score -5550218 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 83313 members 
Entering Unmasked Estep 
Score: -5551825.500000 Penalty: 3696.425537
	Iteration 15Q: 3 clusters Score -5551826 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 84604 members 
Entering Unmasked Estep 
Score: -5552753.000000 Penalty: 3696.425537
	Iteration 16Q: 3 clusters Score -5552753 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 85386 members 
Entering Unmasked Estep 
Score: -5553327.000000 Penalty: 3696.425537
	Iteration 17Q: 3 clusters Score -5553327 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 85872 members 
Entering Unmasked Estep 
Score: -5553717.000000 Penalty: 3696.425537
	Iteration 18Q: 3 clusters Score -5553717 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 86127 members 
Entering Unmasked Estep 
Score: -5553894.000000 Penalty: 3696.425537
	Iteration 19Q: 3 clusters Score -5553894 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 86271 members 
Entering Unmasked Estep 
Score: -5553992.000000 Penalty: 3696.425537
	Iteration 20F: 3 clusters Score -5553992 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 86348 members 
Entering Unmasked Estep 
Score: -5554050.000000 Penalty: 3696.425537
	Iteration 21Q: 3 clusters Score -5554050 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 86405 members 
Entering Unmasked Estep 
Score: -5554116.000000 Penalty: 3696.425537
	Iteration 22Q: 3 clusters Score -5554116 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 86446 members 
Entering Unmasked Estep 
Score: -5554140.500000 Penalty: 3696.425537
	Iteration 23Q: 3 clusters Score -5554140 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 86476 members 
Entering Unmasked Estep 
Score: -5554160.500000 Penalty: 3696.425537
	Iteration 24Q: 3 clusters Score -5554160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 86493 members 
Entering Unmasked Estep 
Score: -5554170.500000 Penalty: 3696.425537
	Iteration 25Q: 3 clusters Score -5554170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 86509 members 
Entering Unmasked Estep 
Score: -5554197.500000 Penalty: 3696.425537
	Iteration 26Q: 3 clusters Score -5554198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 86528 members 
Entering Unmasked Estep 
Score: -5554208.000000 Penalty: 3696.425537
	Iteration 27Q: 3 clusters Score -5554208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 86538 members 
Entering Unmasked Estep 
Score: -5554206.500000 Penalty: 3696.425537
	Iteration 28Q: 3 clusters Score -5554206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 86550 members 
Entering Unmasked Estep 
Score: -5554211.000000 Penalty: 3696.425537
	Iteration 29Q: 3 clusters Score -5554211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 86556 members 
Entering Unmasked Estep 
Score: -5554220.500000 Penalty: 3696.425537
	Iteration 30Q: 3 clusters Score -5554220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 86561 members 
Entering Unmasked Estep 
Score: -5554226.500000 Penalty: 3696.425537
	Iteration 31Q: 3 clusters Score -5554226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 86567 members 
Entering Unmasked Estep 
Score: -5554228.500000 Penalty: 3696.425537
	Iteration 32Q: 3 clusters Score -5554228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 86569 members 
Entering Unmasked Estep 
Score: -5554229.500000 Penalty: 3696.425537
	Iteration 33Q: 3 clusters Score -5554230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 86572 members 
Entering Unmasked Estep 
Score: -5554238.000000 Penalty: 3696.425537
	Iteration 34Q: 3 clusters Score -5554238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 86573 members 
Entering Unmasked Estep 
Score: -5554239.500000 Penalty: 3696.425537
	Iteration 35Q: 3 clusters Score -5554240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 86574 members 
Entering Unmasked Estep 
Score: -5554238.000000 Penalty: 3696.425537
	Iteration 36Q: 3 clusters Score -5554238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 86575 members 
Entering Unmasked Estep 
Score: -5554240.000000 Penalty: 3696.425537
	Iteration 37Q: 3 clusters Score -5554240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 86576 members 
Entering Unmasked Estep 
Score: -5554240.000000 Penalty: 3696.425537
	Iteration 38Q: 3 clusters Score -5554240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 86577 members 
Entering Unmasked Estep 
Score: -5554236.000000 Penalty: 3696.425537
	Iteration 39Q: 3 clusters Score -5554236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 86578 members 
Entering Unmasked Estep 
Score: -5554237.000000 Penalty: 3696.425537
	Iteration 40F: 3 clusters Score -5554237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59031 members 
Entering Unmasked Estep 
Score: -3654583.500000 Penalty: 1785.195435
	Iteration 0F: 2 clusters Score -3654584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -3615171.750000 Penalty: 3570.390869
	Iteration 0F: 3 clusters Score -3615172 nChanged 27812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -3630825.750000 Penalty: 3570.390869
	Iteration 1F: 3 clusters Score -3630826 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -3631337.750000 Penalty: 3570.390869
	Iteration 2Q: 3 clusters Score -3631338 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -3632085.500000 Penalty: 3570.390869
	Iteration 3Q: 3 clusters Score -3632086 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -3633204.500000 Penalty: 3570.390869
	Iteration 4Q: 3 clusters Score -3633204 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -3635245.500000 Penalty: 3570.390869
	Iteration 5F: 3 clusters Score -3635246 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3638461.000000 Penalty: 3570.390869
	Iteration 6F: 3 clusters Score -3638461 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -3642753.250000 Penalty: 3570.390869
	Iteration 7F: 3 clusters Score -3642753 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -3646996.000000 Penalty: 3570.390869
	Iteration 8F: 3 clusters Score -3646996 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55672 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3650025.500000 Penalty: 3570.390869
	Iteration 9F: 3 clusters Score -3650026 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57442 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3651668.250000 Penalty: 3570.390869
	Iteration 10Q: 3 clusters Score -3651668 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58291 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3652438.250000 Penalty: 3570.390869
	Iteration 11Q: 3 clusters Score -3652438 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58619 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3652746.500000 Penalty: 3570.390869
	Iteration 12Q: 3 clusters Score -3652746 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58727 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3652859.500000 Penalty: 3570.390869
	Iteration 13Q: 3 clusters Score -3652860 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3652933.500000 Penalty: 3570.390869
	Iteration 14Q: 3 clusters Score -3652934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3652978.500000 Penalty: 3570.390869
	Iteration 15Q: 3 clusters Score -3652978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58805 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3652997.750000 Penalty: 3570.390869
	Iteration 16Q: 3 clusters Score -3652998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3653009.250000 Penalty: 3570.390869
	Iteration 17Q: 3 clusters Score -3653009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3653012.250000 Penalty: 3570.390869
	Iteration 18Q: 3 clusters Score -3653012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3653017.000000 Penalty: 3570.390869
	Iteration 19Q: 3 clusters Score -3653017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58814 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3653019.250000 Penalty: 3570.390869
	Iteration 20F: 3 clusters Score -3653019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Entering Unmasked Estep 
Score: -120345.156250 Penalty: 1237.645996
	Iteration 0F: 2 clusters Score -120345.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -118235.781250 Penalty: 2475.291992
	Iteration 0F: 3 clusters Score -118235.8 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -118717.835938 Penalty: 2475.291992
	Iteration 1F: 3 clusters Score -118717.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -118864.710938 Penalty: 2475.291992
	Iteration 2F: 3 clusters Score -118864.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -118969.156250 Penalty: 2475.291992
	Iteration 3F: 3 clusters Score -118969.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -119075.585938 Penalty: 2475.291992
	Iteration 4Q: 3 clusters Score -119075.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -119173.765625 Penalty: 2475.291992
	Iteration 5Q: 3 clusters Score -119173.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -119218.695312 Penalty: 2475.291992
	Iteration 6Q: 3 clusters Score -119218.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -119258.453125 Penalty: 2475.291992
	Iteration 7Q: 3 clusters Score -119258.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -119292.835938 Penalty: 2475.291992
	Iteration 8Q: 3 clusters Score -119292.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -119315.789062 Penalty: 2475.291992
	Iteration 9Q: 3 clusters Score -119315.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -119324.609375 Penalty: 2475.291992
	Iteration 10Q: 3 clusters Score -119324.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -119331.890625 Penalty: 2475.291992
	Iteration 11Q: 3 clusters Score -119331.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -119339.390625 Penalty: 2475.291992
	Iteration 12Q: 3 clusters Score -119339.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -119344.750000 Penalty: 2475.291992
	Iteration 13Q: 3 clusters Score -119344.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -119348.671875 Penalty: 2475.291992
	Iteration 14Q: 3 clusters Score -119348.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -119350.500000 Penalty: 2475.291992
	Iteration 15Q: 3 clusters Score -119350.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -119351.953125 Penalty: 2475.291992
	Iteration 16Q: 3 clusters Score -119352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -119356.375000 Penalty: 2475.291992
	Iteration 17Q: 3 clusters Score -119356.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -119362.351562 Penalty: 2475.291992
	Iteration 18Q: 3 clusters Score -119362.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -119374.070312 Penalty: 2475.291992
	Iteration 19Q: 3 clusters Score -119374.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -119384.054688 Penalty: 2475.291992
	Iteration 20F: 3 clusters Score -119384.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -119397.835938 Penalty: 2475.291992
	Iteration 21Q: 3 clusters Score -119397.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -119414.648438 Penalty: 2475.291992
	Iteration 22Q: 3 clusters Score -119414.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -119433.015625 Penalty: 2475.291992
	Iteration 23Q: 3 clusters Score -119433 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -119447.000000 Penalty: 2475.291992
	Iteration 24Q: 3 clusters Score -119447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -119460.703125 Penalty: 2475.291992
	Iteration 25Q: 3 clusters Score -119460.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -119471.265625 Penalty: 2475.291992
	Iteration 26Q: 3 clusters Score -119471.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -119481.789062 Penalty: 2475.291992
	Iteration 27Q: 3 clusters Score -119481.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -119488.000000 Penalty: 2475.291992
	Iteration 28Q: 3 clusters Score -119488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -119495.195312 Penalty: 2475.291992
	Iteration 29Q: 3 clusters Score -119495.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -119507.703125 Penalty: 2475.291992
	Iteration 30Q: 3 clusters Score -119507.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -119516.414062 Penalty: 2475.291992
	Iteration 31Q: 3 clusters Score -119516.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -119528.320312 Penalty: 2475.291992
	Iteration 32Q: 3 clusters Score -119528.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -119537.210938 Penalty: 2475.291992
	Iteration 33Q: 3 clusters Score -119537.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -119545.078125 Penalty: 2475.291992
	Iteration 34Q: 3 clusters Score -119545.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -119554.554688 Penalty: 2475.291992
	Iteration 35Q: 3 clusters Score -119554.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -119569.000000 Penalty: 2475.291992
	Iteration 36Q: 3 clusters Score -119569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -119580.281250 Penalty: 2475.291992
	Iteration 37Q: 3 clusters Score -119580.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -119595.828125 Penalty: 2475.291992
	Iteration 38Q: 3 clusters Score -119595.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -119626.882812 Penalty: 2475.291992
	Iteration 39Q: 3 clusters Score -119626.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -119696.382812 Penalty: 2475.291992
	Iteration 40F: 3 clusters Score -119696.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -119763.460938 Penalty: 2475.291992
	Iteration 41Q: 3 clusters Score -119763.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -119819.460938 Penalty: 2475.291992
	Iteration 42Q: 3 clusters Score -119819.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -119863.093750 Penalty: 2475.291992
	Iteration 43Q: 3 clusters Score -119863.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -119884.781250 Penalty: 2475.291992
	Iteration 44Q: 3 clusters Score -119884.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -119900.218750 Penalty: 2475.291992
	Iteration 45Q: 3 clusters Score -119900.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -119926.500000 Penalty: 2475.291992
	Iteration 46Q: 3 clusters Score -119926.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -119945.492188 Penalty: 2475.291992
	Iteration 47Q: 3 clusters Score -119945.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -119961.531250 Penalty: 2475.291992
	Iteration 48Q: 3 clusters Score -119961.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -119974.265625 Penalty: 2475.291992
	Iteration 49Q: 3 clusters Score -119974.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -119982.546875 Penalty: 2475.291992
	Iteration 50Q: 3 clusters Score -119982.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -119986.578125 Penalty: 2475.291992
	Iteration 51Q: 3 clusters Score -119986.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -119988.664062 Penalty: 2475.291992
	Iteration 52Q: 3 clusters Score -119988.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -119991.265625 Penalty: 2475.291992
	Iteration 53Q: 3 clusters Score -119991.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -119993.289062 Penalty: 2475.291992
	Iteration 54Q: 3 clusters Score -119993.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -119995.445312 Penalty: 2475.291992
	Iteration 55Q: 3 clusters Score -119995.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -119998.453125 Penalty: 2475.291992
	Iteration 56Q: 3 clusters Score -119998.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -120002.703125 Penalty: 2475.291992
	Iteration 57Q: 3 clusters Score -120002.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -120017.179688 Penalty: 2475.291992
	Iteration 58Q: 3 clusters Score -120017.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -120030.945312 Penalty: 2475.291992
	Iteration 59Q: 3 clusters Score -120030.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -120045.484375 Penalty: 2475.291992
	Iteration 60F: 3 clusters Score -120045.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -120059.695312 Penalty: 2475.291992
	Iteration 61Q: 3 clusters Score -120059.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -120073.781250 Penalty: 2475.291992
	Iteration 62Q: 3 clusters Score -120073.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -120080.632812 Penalty: 2475.291992
	Iteration 63Q: 3 clusters Score -120080.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -120083.875000 Penalty: 2475.291992
	Iteration 64Q: 3 clusters Score -120083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -120085.453125 Penalty: 2475.291992
	Iteration 65Q: 3 clusters Score -120085.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -120086.585938 Penalty: 2475.291992
	Iteration 66Q: 3 clusters Score -120086.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -120087.921875 Penalty: 2475.291992
	Iteration 67Q: 3 clusters Score -120087.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -120087.921875 Penalty: 2475.291992
	Iteration 68F: 3 clusters Score -120087.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Entering Unmasked Estep 
Score: -238457.531250 Penalty: 1375.571777
	Iteration 0F: 2 clusters Score -238457.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -234696.187500 Penalty: 2751.143555
	Iteration 0F: 3 clusters Score -234696.2 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -236048.500000 Penalty: 2751.143555
	Iteration 1F: 3 clusters Score -236048.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -236353.250000 Penalty: 2751.143555
	Iteration 2F: 3 clusters Score -236353.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -236556.203125 Penalty: 2751.143555
	Iteration 3F: 3 clusters Score -236556.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -236687.750000 Penalty: 2751.143555
	Iteration 4Q: 3 clusters Score -236687.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -236769.046875 Penalty: 2751.143555
	Iteration 5Q: 3 clusters Score -236769 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -236827.312500 Penalty: 2751.143555
	Iteration 6Q: 3 clusters Score -236827.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -236867.843750 Penalty: 2751.143555
	Iteration 7Q: 3 clusters Score -236867.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -236903.046875 Penalty: 2751.143555
	Iteration 8Q: 3 clusters Score -236903 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -236938.843750 Penalty: 2751.143555
	Iteration 9Q: 3 clusters Score -236938.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -236978.562500 Penalty: 2751.143555
	Iteration 10Q: 3 clusters Score -236978.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -237014.234375 Penalty: 2751.143555
	Iteration 11Q: 3 clusters Score -237014.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -237045.062500 Penalty: 2751.143555
	Iteration 12Q: 3 clusters Score -237045.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -237077.328125 Penalty: 2751.143555
	Iteration 13Q: 3 clusters Score -237077.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -237102.546875 Penalty: 2751.143555
	Iteration 14Q: 3 clusters Score -237102.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -237134.046875 Penalty: 2751.143555
	Iteration 15Q: 3 clusters Score -237134 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -237166.437500 Penalty: 2751.143555
	Iteration 16Q: 3 clusters Score -237166.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -237203.562500 Penalty: 2751.143555
	Iteration 17Q: 3 clusters Score -237203.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -237242.312500 Penalty: 2751.143555
	Iteration 18Q: 3 clusters Score -237242.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -237271.250000 Penalty: 2751.143555
	Iteration 19Q: 3 clusters Score -237271.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -237285.328125 Penalty: 2751.143555
	Iteration 20F: 3 clusters Score -237285.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -237296.796875 Penalty: 2751.143555
	Iteration 21Q: 3 clusters Score -237296.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -237305.093750 Penalty: 2751.143555
	Iteration 22Q: 3 clusters Score -237305.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -237313.390625 Penalty: 2751.143555
	Iteration 23Q: 3 clusters Score -237313.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -237316.968750 Penalty: 2751.143555
	Iteration 24Q: 3 clusters Score -237317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -237321.781250 Penalty: 2751.143555
	Iteration 25Q: 3 clusters Score -237321.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -237324.500000 Penalty: 2751.143555
	Iteration 26Q: 3 clusters Score -237324.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -237328.984375 Penalty: 2751.143555
	Iteration 27Q: 3 clusters Score -237329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -237330.687500 Penalty: 2751.143555
	Iteration 28Q: 3 clusters Score -237330.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -237332.484375 Penalty: 2751.143555
	Iteration 29Q: 3 clusters Score -237332.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -237335.234375 Penalty: 2751.143555
	Iteration 30Q: 3 clusters Score -237335.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -237337.250000 Penalty: 2751.143555
	Iteration 31Q: 3 clusters Score -237337.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -237339.968750 Penalty: 2751.143555
	Iteration 32Q: 3 clusters Score -237340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -237340.359375 Penalty: 2751.143555
	Iteration 33Q: 3 clusters Score -237340.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -237341.609375 Penalty: 2751.143555
	Iteration 34Q: 3 clusters Score -237341.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -237342.812500 Penalty: 2751.143555
	Iteration 35Q: 3 clusters Score -237342.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -237343.468750 Penalty: 2751.143555
	Iteration 36Q: 3 clusters Score -237343.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -237343.890625 Penalty: 2751.143555
	Iteration 37Q: 3 clusters Score -237343.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -237344.609375 Penalty: 2751.143555
	Iteration 38Q: 3 clusters Score -237344.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -237344.562500 Penalty: 2751.143555
	Iteration 39Q: 3 clusters Score -237344.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -237344.687500 Penalty: 2751.143555
	Iteration 40F: 3 clusters Score -237344.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -237345.984375 Penalty: 2751.143555
	Iteration 41Q: 3 clusters Score -237346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -237346.328125 Penalty: 2751.143555
	Iteration 42Q: 3 clusters Score -237346.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -237347.000000 Penalty: 2751.143555
	Iteration 43Q: 3 clusters Score -237347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -237347.625000 Penalty: 2751.143555
	Iteration 44Q: 3 clusters Score -237347.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -237347.312500 Penalty: 2751.143555
	Iteration 45Q: 3 clusters Score -237347.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -237347.312500 Penalty: 2751.143555
	Iteration 46F: 3 clusters Score -237347.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Entering Unmasked Estep 
Score: -757195.625000 Penalty: 1523.314575
	Iteration 0F: 2 clusters Score -757195.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -748882.375000 Penalty: 3046.629150
	Iteration 0F: 3 clusters Score -748882.4 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -751763.812500 Penalty: 3046.629150
	Iteration 1F: 3 clusters Score -751763.8 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -752119.812500 Penalty: 3046.629150
	Iteration 2F: 3 clusters Score -752119.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -752393.812500 Penalty: 3046.629150
	Iteration 3F: 3 clusters Score -752393.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -752634.312500 Penalty: 3046.629150
	Iteration 4Q: 3 clusters Score -752634.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -752883.062500 Penalty: 3046.629150
	Iteration 5Q: 3 clusters Score -752883.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -753126.687500 Penalty: 3046.629150
	Iteration 6Q: 3 clusters Score -753126.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -753390.250000 Penalty: 3046.629150
	Iteration 7Q: 3 clusters Score -753390.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -753727.812500 Penalty: 3046.629150
	Iteration 8Q: 3 clusters Score -753727.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -754123.562500 Penalty: 3046.629150
	Iteration 9Q: 3 clusters Score -754123.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -754606.875000 Penalty: 3046.629150
	Iteration 10Q: 3 clusters Score -754606.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -755174.937500 Penalty: 3046.629150
	Iteration 11Q: 3 clusters Score -755174.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -755714.312500 Penalty: 3046.629150
	Iteration 12Q: 3 clusters Score -755714.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -756143.875000 Penalty: 3046.629150
	Iteration 13Q: 3 clusters Score -756143.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -756420.125000 Penalty: 3046.629150
	Iteration 14Q: 3 clusters Score -756420.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -756564.250000 Penalty: 3046.629150
	Iteration 15Q: 3 clusters Score -756564.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -756633.437500 Penalty: 3046.629150
	Iteration 16Q: 3 clusters Score -756633.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -756687.812500 Penalty: 3046.629150
	Iteration 17Q: 3 clusters Score -756687.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -756720.000000 Penalty: 3046.629150
	Iteration 18Q: 3 clusters Score -756720 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -756751.062500 Penalty: 3046.629150
	Iteration 19Q: 3 clusters Score -756751.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -756775.875000 Penalty: 3046.629150
	Iteration 20F: 3 clusters Score -756775.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -756791.250000 Penalty: 3046.629150
	Iteration 21Q: 3 clusters Score -756791.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -756800.000000 Penalty: 3046.629150
	Iteration 22Q: 3 clusters Score -756800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -756806.187500 Penalty: 3046.629150
	Iteration 23Q: 3 clusters Score -756806.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -756811.437500 Penalty: 3046.629150
	Iteration 24Q: 3 clusters Score -756811.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -756814.437500 Penalty: 3046.629150
	Iteration 25Q: 3 clusters Score -756814.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -756817.187500 Penalty: 3046.629150
	Iteration 26Q: 3 clusters Score -756817.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -756819.312500 Penalty: 3046.629150
	Iteration 27Q: 3 clusters Score -756819.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -756819.250000 Penalty: 3046.629150
	Iteration 28Q: 3 clusters Score -756819.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -756821.437500 Penalty: 3046.629150
	Iteration 29Q: 3 clusters Score -756821.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -756822.812500 Penalty: 3046.629150
	Iteration 30Q: 3 clusters Score -756822.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -756822.250000 Penalty: 3046.629150
	Iteration 31Q: 3 clusters Score -756822.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -756824.687500 Penalty: 3046.629150
	Iteration 32Q: 3 clusters Score -756824.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -756827.062500 Penalty: 3046.629150
	Iteration 33Q: 3 clusters Score -756827.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -756827.562500 Penalty: 3046.629150
	Iteration 34Q: 3 clusters Score -756827.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -756829.125000 Penalty: 3046.629150
	Iteration 35Q: 3 clusters Score -756829.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -756829.500000 Penalty: 3046.629150
	Iteration 36Q: 3 clusters Score -756829.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -756829.125000 Penalty: 3046.629150
	Iteration 37Q: 3 clusters Score -756829.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -756830.125000 Penalty: 3046.629150
	Iteration 38Q: 3 clusters Score -756830.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -756830.375000 Penalty: 3046.629150
	Iteration 39Q: 3 clusters Score -756830.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -756830.812500 Penalty: 3046.629150
	Iteration 40F: 3 clusters Score -756830.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -756830.750000 Penalty: 3046.629150
	Iteration 41Q: 3 clusters Score -756830.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -756832.062500 Penalty: 3046.629150
	Iteration 42Q: 3 clusters Score -756832.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -756832.375000 Penalty: 3046.629150
	Iteration 43Q: 3 clusters Score -756832.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -756832.375000 Penalty: 3046.629150
	Iteration 44F: 3 clusters Score -756832.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Entering Unmasked Estep 
Score: -356595.187500 Penalty: 1403.501099
	Iteration 0F: 2 clusters Score -356595.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -352199.843750 Penalty: 2807.002197
	Iteration 0F: 3 clusters Score -352199.8 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -353380.750000 Penalty: 2807.002197
	Iteration 1F: 3 clusters Score -353380.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -353551.750000 Penalty: 2807.002197
	Iteration 2F: 3 clusters Score -353551.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -353649.843750 Penalty: 2807.002197
	Iteration 3Q: 3 clusters Score -353649.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -353729.750000 Penalty: 2807.002197
	Iteration 4Q: 3 clusters Score -353729.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -353797.593750 Penalty: 2807.002197
	Iteration 5Q: 3 clusters Score -353797.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -353857.906250 Penalty: 2807.002197
	Iteration 6Q: 3 clusters Score -353857.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -353912.531250 Penalty: 2807.002197
	Iteration 7Q: 3 clusters Score -353912.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -353955.281250 Penalty: 2807.002197
	Iteration 8Q: 3 clusters Score -353955.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -353997.937500 Penalty: 2807.002197
	Iteration 9Q: 3 clusters Score -353997.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -354043.031250 Penalty: 2807.002197
	Iteration 10Q: 3 clusters Score -354043 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -354088.968750 Penalty: 2807.002197
	Iteration 11Q: 3 clusters Score -354089 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -354128.218750 Penalty: 2807.002197
	Iteration 12Q: 3 clusters Score -354128.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -354179.281250 Penalty: 2807.002197
	Iteration 13Q: 3 clusters Score -354179.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -354231.625000 Penalty: 2807.002197
	Iteration 14Q: 3 clusters Score -354231.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -354284.468750 Penalty: 2807.002197
	Iteration 15Q: 3 clusters Score -354284.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -354346.562500 Penalty: 2807.002197
	Iteration 16Q: 3 clusters Score -354346.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -354408.562500 Penalty: 2807.002197
	Iteration 17Q: 3 clusters Score -354408.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -354484.250000 Penalty: 2807.002197
	Iteration 18Q: 3 clusters Score -354484.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -354553.625000 Penalty: 2807.002197
	Iteration 19Q: 3 clusters Score -354553.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -354605.812500 Penalty: 2807.002197
	Iteration 20F: 3 clusters Score -354605.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -354646.187500 Penalty: 2807.002197
	Iteration 21Q: 3 clusters Score -354646.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -354682.687500 Penalty: 2807.002197
	Iteration 22Q: 3 clusters Score -354682.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -354727.093750 Penalty: 2807.002197
	Iteration 23Q: 3 clusters Score -354727.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -354774.218750 Penalty: 2807.002197
	Iteration 24Q: 3 clusters Score -354774.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -354830.937500 Penalty: 2807.002197
	Iteration 25Q: 3 clusters Score -354830.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -354898.093750 Penalty: 2807.002197
	Iteration 26Q: 3 clusters Score -354898.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -354971.906250 Penalty: 2807.002197
	Iteration 27Q: 3 clusters Score -354971.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -355035.281250 Penalty: 2807.002197
	Iteration 28Q: 3 clusters Score -355035.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -355111.500000 Penalty: 2807.002197
	Iteration 29Q: 3 clusters Score -355111.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -355184.000000 Penalty: 2807.002197
	Iteration 30Q: 3 clusters Score -355184 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -355240.562500 Penalty: 2807.002197
	Iteration 31Q: 3 clusters Score -355240.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -355290.656250 Penalty: 2807.002197
	Iteration 32Q: 3 clusters Score -355290.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -355343.875000 Penalty: 2807.002197
	Iteration 33Q: 3 clusters Score -355343.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -355389.187500 Penalty: 2807.002197
	Iteration 34Q: 3 clusters Score -355389.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -355432.718750 Penalty: 2807.002197
	Iteration 35Q: 3 clusters Score -355432.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -355480.468750 Penalty: 2807.002197
	Iteration 36Q: 3 clusters Score -355480.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -355531.562500 Penalty: 2807.002197
	Iteration 37Q: 3 clusters Score -355531.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -355576.250000 Penalty: 2807.002197
	Iteration 38Q: 3 clusters Score -355576.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -355610.656250 Penalty: 2807.002197
	Iteration 39Q: 3 clusters Score -355610.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -355657.687500 Penalty: 2807.002197
	Iteration 40F: 3 clusters Score -355657.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -355712.156250 Penalty: 2807.002197
	Iteration 41Q: 3 clusters Score -355712.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -355755.250000 Penalty: 2807.002197
	Iteration 42Q: 3 clusters Score -355755.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -355783.593750 Penalty: 2807.002197
	Iteration 43Q: 3 clusters Score -355783.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -355792.468750 Penalty: 2807.002197
	Iteration 44Q: 3 clusters Score -355792.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -355798.843750 Penalty: 2807.002197
	Iteration 45Q: 3 clusters Score -355798.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -355801.750000 Penalty: 2807.002197
	Iteration 46Q: 3 clusters Score -355801.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -355804.468750 Penalty: 2807.002197
	Iteration 47Q: 3 clusters Score -355804.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -355806.968750 Penalty: 2807.002197
	Iteration 48Q: 3 clusters Score -355807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -355808.656250 Penalty: 2807.002197
	Iteration 49Q: 3 clusters Score -355808.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -355811.968750 Penalty: 2807.002197
	Iteration 50Q: 3 clusters Score -355812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -355815.750000 Penalty: 2807.002197
	Iteration 51Q: 3 clusters Score -355815.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -355819.250000 Penalty: 2807.002197
	Iteration 52Q: 3 clusters Score -355819.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -355820.906250 Penalty: 2807.002197
	Iteration 53Q: 3 clusters Score -355820.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -355821.781250 Penalty: 2807.002197
	Iteration 54Q: 3 clusters Score -355821.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -355822.437500 Penalty: 2807.002197
	Iteration 55Q: 3 clusters Score -355822.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -355822.500000 Penalty: 2807.002197
	Iteration 56Q: 3 clusters Score -355822.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -355822.562500 Penalty: 2807.002197
	Iteration 57Q: 3 clusters Score -355822.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -355823.125000 Penalty: 2807.002197
	Iteration 58Q: 3 clusters Score -355823.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -355823.125000 Penalty: 2807.002197
	Iteration 59F: 3 clusters Score -355823.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Entering Unmasked Estep 
Score: -2645889.000000 Penalty: 1732.049072
	Iteration 0F: 2 clusters Score -2645889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -2617337.500000 Penalty: 3464.098145
	Iteration 0F: 3 clusters Score -2617338 nChanged 19866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2628669.750000 Penalty: 3464.098145
	Iteration 1F: 3 clusters Score -2628670 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2629331.750000 Penalty: 3464.098145
	Iteration 2Q: 3 clusters Score -2629332 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2630246.000000 Penalty: 3464.098145
	Iteration 3Q: 3 clusters Score -2630246 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2631547.500000 Penalty: 3464.098145
	Iteration 4F: 3 clusters Score -2631548 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2633615.750000 Penalty: 3464.098145
	Iteration 5F: 3 clusters Score -2633616 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2636370.000000 Penalty: 3464.098145
	Iteration 6F: 3 clusters Score -2636370 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2639346.250000 Penalty: 3464.098145
	Iteration 7F: 3 clusters Score -2639346 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2641667.000000 Penalty: 3464.098145
	Iteration 8F: 3 clusters Score -2641667 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2643097.250000 Penalty: 3464.098145
	Iteration 9Q: 3 clusters Score -2643097 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2643813.000000 Penalty: 3464.098145
	Iteration 10Q: 3 clusters Score -2643813 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2644152.250000 Penalty: 3464.098145
	Iteration 11Q: 3 clusters Score -2644152 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2644311.500000 Penalty: 3464.098145
	Iteration 12Q: 3 clusters Score -2644312 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2644407.750000 Penalty: 3464.098145
	Iteration 13Q: 3 clusters Score -2644408 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2644474.500000 Penalty: 3464.098145
	Iteration 14Q: 3 clusters Score -2644474 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2644518.500000 Penalty: 3464.098145
	Iteration 15Q: 3 clusters Score -2644518 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2644547.500000 Penalty: 3464.098145
	Iteration 16Q: 3 clusters Score -2644548 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2644574.500000 Penalty: 3464.098145
	Iteration 17Q: 3 clusters Score -2644574 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2644597.250000 Penalty: 3464.098145
	Iteration 18Q: 3 clusters Score -2644597 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2644605.000000 Penalty: 3464.098145
	Iteration 19Q: 3 clusters Score -2644605 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2644618.250000 Penalty: 3464.098145
	Iteration 20F: 3 clusters Score -2644618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2644623.000000 Penalty: 3464.098145
	Iteration 21Q: 3 clusters Score -2644623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2644625.750000 Penalty: 3464.098145
	Iteration 22Q: 3 clusters Score -2644626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2644626.750000 Penalty: 3464.098145
	Iteration 23Q: 3 clusters Score -2644627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2644628.000000 Penalty: 3464.098145
	Iteration 24Q: 3 clusters Score -2644628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2644628.500000 Penalty: 3464.098145
	Iteration 25Q: 3 clusters Score -2644628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2644630.750000 Penalty: 3464.098145
	Iteration 26Q: 3 clusters Score -2644631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2644636.000000 Penalty: 3464.098145
	Iteration 27Q: 3 clusters Score -2644636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2644635.750000 Penalty: 3464.098145
	Iteration 28Q: 3 clusters Score -2644636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2644638.000000 Penalty: 3464.098145
	Iteration 29Q: 3 clusters Score -2644638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2644640.000000 Penalty: 3464.098145
	Iteration 30Q: 3 clusters Score -2644640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2644642.500000 Penalty: 3464.098145
	Iteration 31Q: 3 clusters Score -2644642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2644641.750000 Penalty: 3464.098145
	Iteration 32Q: 3 clusters Score -2644642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2644639.250000 Penalty: 3464.098145
	Iteration 33Q: 3 clusters Score -2644639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2644640.500000 Penalty: 3464.098145
	Iteration 34Q: 3 clusters Score -2644640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2644643.250000 Penalty: 3464.098145
	Iteration 35Q: 3 clusters Score -2644643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2644641.500000 Penalty: 3464.098145
	Iteration 36Q: 3 clusters Score -2644642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2644643.750000 Penalty: 3464.098145
	Iteration 37Q: 3 clusters Score -2644644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2644643.750000 Penalty: 3464.098145
	Iteration 38F: 3 clusters Score -2644644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Entering Unmasked Estep 
Score: -499700.968750 Penalty: 1467.104980
	Iteration 0F: 2 clusters Score -499701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -493581.437500 Penalty: 2934.209961
	Iteration 0F: 3 clusters Score -493581.4 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -495507.718750 Penalty: 2934.209961
	Iteration 1F: 3 clusters Score -495507.7 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -495761.843750 Penalty: 2934.209961
	Iteration 2F: 3 clusters Score -495761.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -495910.687500 Penalty: 2934.209961
	Iteration 3Q: 3 clusters Score -495910.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -496034.781250 Penalty: 2934.209961
	Iteration 4Q: 3 clusters Score -496034.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -496152.718750 Penalty: 2934.209961
	Iteration 5Q: 3 clusters Score -496152.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -496310.406250 Penalty: 2934.209961
	Iteration 6Q: 3 clusters Score -496310.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -496486.937500 Penalty: 2934.209961
	Iteration 7Q: 3 clusters Score -496486.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -496691.781250 Penalty: 2934.209961
	Iteration 8Q: 3 clusters Score -496691.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -496978.281250 Penalty: 2934.209961
	Iteration 9Q: 3 clusters Score -496978.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -497319.406250 Penalty: 2934.209961
	Iteration 10Q: 3 clusters Score -497319.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -497693.968750 Penalty: 2934.209961
	Iteration 11Q: 3 clusters Score -497694 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -498071.312500 Penalty: 2934.209961
	Iteration 12Q: 3 clusters Score -498071.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -498344.687500 Penalty: 2934.209961
	Iteration 13Q: 3 clusters Score -498344.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -498542.406250 Penalty: 2934.209961
	Iteration 14Q: 3 clusters Score -498542.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -498657.218750 Penalty: 2934.209961
	Iteration 15Q: 3 clusters Score -498657.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -498731.031250 Penalty: 2934.209961
	Iteration 16Q: 3 clusters Score -498731 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -498774.562500 Penalty: 2934.209961
	Iteration 17Q: 3 clusters Score -498774.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -498805.031250 Penalty: 2934.209961
	Iteration 18Q: 3 clusters Score -498805 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -498820.406250 Penalty: 2934.209961
	Iteration 19Q: 3 clusters Score -498820.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -498832.312500 Penalty: 2934.209961
	Iteration 20F: 3 clusters Score -498832.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -498839.843750 Penalty: 2934.209961
	Iteration 21Q: 3 clusters Score -498839.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -498845.375000 Penalty: 2934.209961
	Iteration 22Q: 3 clusters Score -498845.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -498852.562500 Penalty: 2934.209961
	Iteration 23Q: 3 clusters Score -498852.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -498856.656250 Penalty: 2934.209961
	Iteration 24Q: 3 clusters Score -498856.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -498861.218750 Penalty: 2934.209961
	Iteration 25Q: 3 clusters Score -498861.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -498863.250000 Penalty: 2934.209961
	Iteration 26Q: 3 clusters Score -498863.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -498865.500000 Penalty: 2934.209961
	Iteration 27Q: 3 clusters Score -498865.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -498866.312500 Penalty: 2934.209961
	Iteration 28Q: 3 clusters Score -498866.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -498870.125000 Penalty: 2934.209961
	Iteration 29Q: 3 clusters Score -498870.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -498874.031250 Penalty: 2934.209961
	Iteration 30Q: 3 clusters Score -498874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -498878.156250 Penalty: 2934.209961
	Iteration 31Q: 3 clusters Score -498878.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -498882.937500 Penalty: 2934.209961
	Iteration 32Q: 3 clusters Score -498882.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -498885.062500 Penalty: 2934.209961
	Iteration 33Q: 3 clusters Score -498885.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -498888.437500 Penalty: 2934.209961
	Iteration 34Q: 3 clusters Score -498888.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -498892.500000 Penalty: 2934.209961
	Iteration 35Q: 3 clusters Score -498892.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -498894.406250 Penalty: 2934.209961
	Iteration 36Q: 3 clusters Score -498894.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -498897.000000 Penalty: 2934.209961
	Iteration 37Q: 3 clusters Score -498897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -498899.562500 Penalty: 2934.209961
	Iteration 38Q: 3 clusters Score -498899.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -498901.625000 Penalty: 2934.209961
	Iteration 39Q: 3 clusters Score -498901.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -498903.406250 Penalty: 2934.209961
	Iteration 40F: 3 clusters Score -498903.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -498903.562500 Penalty: 2934.209961
	Iteration 41Q: 3 clusters Score -498903.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -498905.937500 Penalty: 2934.209961
	Iteration 42Q: 3 clusters Score -498905.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -498906.031250 Penalty: 2934.209961
	Iteration 43Q: 3 clusters Score -498906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -498905.968750 Penalty: 2934.209961
	Iteration 44Q: 3 clusters Score -498906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -498906.718750 Penalty: 2934.209961
	Iteration 45Q: 3 clusters Score -498906.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -498906.812500 Penalty: 2934.209961
	Iteration 46Q: 3 clusters Score -498906.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -498907.843750 Penalty: 2934.209961
	Iteration 47Q: 3 clusters Score -498907.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -498907.656250 Penalty: 2934.209961
	Iteration 48Q: 3 clusters Score -498907.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -498909.218750 Penalty: 2934.209961
	Iteration 49Q: 3 clusters Score -498909.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -498910.687500 Penalty: 2934.209961
	Iteration 50Q: 3 clusters Score -498910.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -498911.625000 Penalty: 2934.209961
	Iteration 51Q: 3 clusters Score -498911.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -498911.218750 Penalty: 2934.209961
	Iteration 52Q: 3 clusters Score -498911.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -498912.093750 Penalty: 2934.209961
	Iteration 53Q: 3 clusters Score -498912.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -498914.187500 Penalty: 2934.209961
	Iteration 54Q: 3 clusters Score -498914.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -498915.000000 Penalty: 2934.209961
	Iteration 55Q: 3 clusters Score -498915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -498914.375000 Penalty: 2934.209961
	Iteration 56Q: 3 clusters Score -498914.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -498916.281250 Penalty: 2934.209961
	Iteration 57Q: 3 clusters Score -498916.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -498916.500000 Penalty: 2934.209961
	Iteration 58Q: 3 clusters Score -498916.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -498916.937500 Penalty: 2934.209961
	Iteration 59Q: 3 clusters Score -498916.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -498918.000000 Penalty: 2934.209961
	Iteration 60F: 3 clusters Score -498918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -498920.187500 Penalty: 2934.209961
	Iteration 61Q: 3 clusters Score -498920.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -498920.187500 Penalty: 2934.209961
	Iteration 62F: 3 clusters Score -498920.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -23845.541016 Penalty: 1000.509094
	Iteration 0F: 2 clusters Score -23845.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -22843.675781 Penalty: 2001.018188
	Iteration 0F: 3 clusters Score -22843.68 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23017.339844 Penalty: 2001.018188
	Iteration 1F: 3 clusters Score -23017.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -23081.361328 Penalty: 2001.018188
	Iteration 2Q: 3 clusters Score -23081.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23122.500000 Penalty: 2001.018188
	Iteration 3Q: 3 clusters Score -23122.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -23169.480469 Penalty: 2001.018188
	Iteration 4Q: 3 clusters Score -23169.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -23205.412109 Penalty: 2001.018188
	Iteration 5Q: 3 clusters Score -23205.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -23264.876953 Penalty: 2001.018188
	Iteration 6Q: 3 clusters Score -23264.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -23302.417969 Penalty: 2001.018188
	Iteration 7Q: 3 clusters Score -23302.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -23356.585938 Penalty: 2001.018188
	Iteration 8Q: 3 clusters Score -23356.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -23451.875000 Penalty: 2001.018188
	Iteration 9Q: 3 clusters Score -23451.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -23550.294922 Penalty: 2001.018188
	Iteration 10Q: 3 clusters Score -23550.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -23667.388672 Penalty: 2001.018188
	Iteration 11Q: 3 clusters Score -23667.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -23730.847656 Penalty: 2001.018188
	Iteration 12Q: 3 clusters Score -23730.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -23767.794922 Penalty: 2001.018188
	Iteration 13Q: 3 clusters Score -23767.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -23776.310547 Penalty: 2001.018188
	Iteration 14Q: 3 clusters Score -23776.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -23789.166016 Penalty: 2001.018188
	Iteration 15Q: 3 clusters Score -23789.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -23807.185547 Penalty: 2001.018188
	Iteration 16Q: 3 clusters Score -23807.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -23833.894531 Penalty: 2001.018188
	Iteration 17Q: 3 clusters Score -23833.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -23840.287109 Penalty: 2001.018188
	Iteration 18Q: 3 clusters Score -23840.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -23847.625000 Penalty: 2001.018188
	Iteration 19F: 3 clusters Score -23847.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -23873.224609 Penalty: 2001.018188
	Iteration 20F: 3 clusters Score -23873.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -23897.117188 Penalty: 2001.018188
	Iteration 21Q: 3 clusters Score -23897.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -23908.750000 Penalty: 2001.018188
	Iteration 22Q: 3 clusters Score -23908.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -23912.072266 Penalty: 2001.018188
	Iteration 23Q: 3 clusters Score -23912.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -23914.908203 Penalty: 2001.018188
	Iteration 24Q: 3 clusters Score -23914.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -23914.908203 Penalty: 2001.018188
	Iteration 25F: 3 clusters Score -23914.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 58664 members 
Mstep: Class 4 contains 7088 members 
Mstep: Class 5 contains 1211 members 
Mstep: Class 6 contains 3618 members 
Mstep: Class 7 contains 6816 members 
Mstep: Class 8 contains 17230 members 
Mstep: Class 9 contains 8364 members 
Mstep: Class 10 contains 86996 members 
Mstep: Class 11 contains 59031 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 11781 members 
Mstep: Class 15 contains 5636 members 
Mstep: Class 16 contains 42564 members 
Mstep: Class 17 contains 8336 members 
Mstep: Class 18 contains 140 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 9639 members 
Mstep: Class 21 contains 332 members 
Entering Unmasked Estep 
Score: -21342516.000000 Penalty: 43657.015625
Splitting cluster 18 changes total score from -21343532.000000 to -21342516.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Entering Unmasked Estep 
Score: -81955.296875 Penalty: 1189.154907
	Iteration 0F: 2 clusters Score -81955.3 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 758 members 
Entering Unmasked Estep 
Score: -80181.296875 Penalty: 2378.309814
	Iteration 0F: 3 clusters Score -80181.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -80583.210938 Penalty: 2378.309814
	Iteration 1F: 3 clusters Score -80583.21 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -80687.093750 Penalty: 2378.309814
	Iteration 2F: 3 clusters Score -80687.09 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -80766.851562 Penalty: 2378.309814
	Iteration 3F: 3 clusters Score -80766.85 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -80824.382812 Penalty: 2378.309814
	Iteration 4Q: 3 clusters Score -80824.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -80866.015625 Penalty: 2378.309814
	Iteration 5Q: 3 clusters Score -80866.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -80905.203125 Penalty: 2378.309814
	Iteration 6Q: 3 clusters Score -80905.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -80935.843750 Penalty: 2378.309814
	Iteration 7Q: 3 clusters Score -80935.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -80952.007812 Penalty: 2378.309814
	Iteration 8Q: 3 clusters Score -80952.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -80973.695312 Penalty: 2378.309814
	Iteration 9Q: 3 clusters Score -80973.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -80989.460938 Penalty: 2378.309814
	Iteration 10Q: 3 clusters Score -80989.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -81005.578125 Penalty: 2378.309814
	Iteration 11Q: 3 clusters Score -81005.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -81019.750000 Penalty: 2378.309814
	Iteration 12Q: 3 clusters Score -81019.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -81031.828125 Penalty: 2378.309814
	Iteration 13Q: 3 clusters Score -81031.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -81039.203125 Penalty: 2378.309814
	Iteration 14Q: 3 clusters Score -81039.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -81046.109375 Penalty: 2378.309814
	Iteration 15Q: 3 clusters Score -81046.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -81055.023438 Penalty: 2378.309814
	Iteration 16Q: 3 clusters Score -81055.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -81065.632812 Penalty: 2378.309814
	Iteration 17Q: 3 clusters Score -81065.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -81069.539062 Penalty: 2378.309814
	Iteration 18Q: 3 clusters Score -81069.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -81071.171875 Penalty: 2378.309814
	Iteration 19Q: 3 clusters Score -81071.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -81072.453125 Penalty: 2378.309814
	Iteration 20F: 3 clusters Score -81072.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -81073.367188 Penalty: 2378.309814
	Iteration 21Q: 3 clusters Score -81073.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -81074.414062 Penalty: 2378.309814
	Iteration 22Q: 3 clusters Score -81074.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -81074.820312 Penalty: 2378.309814
	Iteration 23Q: 3 clusters Score -81074.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -81074.820312 Penalty: 2378.309814
	Iteration 24F: 3 clusters Score -81074.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Entering Unmasked Estep 
Score: -573724.937500 Penalty: 1490.705566
	Iteration 0F: 2 clusters Score -573724.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -566748.125000 Penalty: 2981.411133
	Iteration 0F: 3 clusters Score -566748.1 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -568950.812500 Penalty: 2981.411133
	Iteration 1F: 3 clusters Score -568950.8 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -569331.625000 Penalty: 2981.411133
	Iteration 2F: 3 clusters Score -569331.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -569685.250000 Penalty: 2981.411133
	Iteration 3F: 3 clusters Score -569685.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -570035.750000 Penalty: 2981.411133
	Iteration 4F: 3 clusters Score -570035.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -570372.812500 Penalty: 2981.411133
	Iteration 5F: 3 clusters Score -570372.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -570726.562500 Penalty: 2981.411133
	Iteration 6F: 3 clusters Score -570726.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -571067.562500 Penalty: 2981.411133
	Iteration 7Q: 3 clusters Score -571067.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -571359.250000 Penalty: 2981.411133
	Iteration 8Q: 3 clusters Score -571359.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -571587.187500 Penalty: 2981.411133
	Iteration 9Q: 3 clusters Score -571587.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -571804.375000 Penalty: 2981.411133
	Iteration 10Q: 3 clusters Score -571804.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -572046.562500 Penalty: 2981.411133
	Iteration 11Q: 3 clusters Score -572046.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -572249.000000 Penalty: 2981.411133
	Iteration 12Q: 3 clusters Score -572249 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -572397.062500 Penalty: 2981.411133
	Iteration 13Q: 3 clusters Score -572397.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -572509.750000 Penalty: 2981.411133
	Iteration 14Q: 3 clusters Score -572509.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -572605.000000 Penalty: 2981.411133
	Iteration 15Q: 3 clusters Score -572605 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -572666.812500 Penalty: 2981.411133
	Iteration 16Q: 3 clusters Score -572666.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -572721.187500 Penalty: 2981.411133
	Iteration 17Q: 3 clusters Score -572721.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -572758.875000 Penalty: 2981.411133
	Iteration 18Q: 3 clusters Score -572758.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -572791.500000 Penalty: 2981.411133
	Iteration 19Q: 3 clusters Score -572791.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -572818.625000 Penalty: 2981.411133
	Iteration 20F: 3 clusters Score -572818.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -572836.500000 Penalty: 2981.411133
	Iteration 21Q: 3 clusters Score -572836.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -572853.500000 Penalty: 2981.411133
	Iteration 22Q: 3 clusters Score -572853.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -572870.750000 Penalty: 2981.411133
	Iteration 23Q: 3 clusters Score -572870.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -572885.875000 Penalty: 2981.411133
	Iteration 24Q: 3 clusters Score -572885.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -572898.187500 Penalty: 2981.411133
	Iteration 25Q: 3 clusters Score -572898.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -572909.187500 Penalty: 2981.411133
	Iteration 26Q: 3 clusters Score -572909.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -572917.312500 Penalty: 2981.411133
	Iteration 27Q: 3 clusters Score -572917.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -572919.687500 Penalty: 2981.411133
	Iteration 28Q: 3 clusters Score -572919.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -572923.687500 Penalty: 2981.411133
	Iteration 29Q: 3 clusters Score -572923.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -572926.937500 Penalty: 2981.411133
	Iteration 30Q: 3 clusters Score -572926.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -572930.000000 Penalty: 2981.411133
	Iteration 31Q: 3 clusters Score -572930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -572930.687500 Penalty: 2981.411133
	Iteration 32Q: 3 clusters Score -572930.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -572931.875000 Penalty: 2981.411133
	Iteration 33Q: 3 clusters Score -572931.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -572932.250000 Penalty: 2981.411133
	Iteration 34Q: 3 clusters Score -572932.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -572936.687500 Penalty: 2981.411133
	Iteration 35Q: 3 clusters Score -572936.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -572941.500000 Penalty: 2981.411133
	Iteration 36Q: 3 clusters Score -572941.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -572947.437500 Penalty: 2981.411133
	Iteration 37Q: 3 clusters Score -572947.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -572950.312500 Penalty: 2981.411133
	Iteration 38Q: 3 clusters Score -572950.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -572954.562500 Penalty: 2981.411133
	Iteration 39Q: 3 clusters Score -572954.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -572959.437500 Penalty: 2981.411133
	Iteration 40F: 3 clusters Score -572959.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -572961.437500 Penalty: 2981.411133
	Iteration 41Q: 3 clusters Score -572961.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -572961.250000 Penalty: 2981.411133
	Iteration 42Q: 3 clusters Score -572961.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -572961.812500 Penalty: 2981.411133
	Iteration 43Q: 3 clusters Score -572961.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -572962.437500 Penalty: 2981.411133
	Iteration 44Q: 3 clusters Score -572962.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -572963.687500 Penalty: 2981.411133
	Iteration 45Q: 3 clusters Score -572963.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -572965.000000 Penalty: 2981.411133
	Iteration 46Q: 3 clusters Score -572965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -572964.312500 Penalty: 2981.411133
	Iteration 47Q: 3 clusters Score -572964.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -572965.062500 Penalty: 2981.411133
	Iteration 48Q: 3 clusters Score -572965.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -572965.062500 Penalty: 2981.411133
	Iteration 49F: 3 clusters Score -572965.1 nChanged 0
--- Evaluating fit on full set of 1079358 points ---
Entering Unmasked Estep 
Score: -64085968.000000 Penalty: 45148.601562
20->21 Clusters: Score -64085968.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 359786 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 17861 members 
Mstep: Class 3 contains 17991 members 
Mstep: Class 4 contains 18067 members 
Mstep: Class 5 contains 18146 members 
Mstep: Class 6 contains 18087 members 
Mstep: Class 7 contains 18139 members 
Mstep: Class 8 contains 17886 members 
Mstep: Class 9 contains 18008 members 
Mstep: Class 10 contains 17974 members 
Mstep: Class 11 contains 18080 members 
Mstep: Class 12 contains 17976 members 
Mstep: Class 13 contains 18000 members 
Mstep: Class 14 contains 17997 members 
Mstep: Class 15 contains 17958 members 
Mstep: Class 16 contains 18005 members 
Mstep: Class 17 contains 17885 members 
Mstep: Class 18 contains 17999 members 
Mstep: Class 19 contains 18015 members 
Mstep: Class 20 contains 17801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 625.438171 but Gain 2078.906250
Score: -19817906.000000 Penalty: 39499.203125
Iteration 0F: 20 clusters Score -1.981791e+07 nChanged 338623
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 11834 members 
Mstep: Class 3 contains 14855 members 
Mstep: Class 4 contains 16127 members 
Mstep: Class 5 contains 26777 members 
Mstep: Class 6 contains 17179 members 
Mstep: Class 7 contains 16498 members 
Mstep: Class 9 contains 24569 members 
Mstep: Class 10 contains 21354 members 
Mstep: Class 11 contains 10398 members 
Mstep: Class 12 contains 20022 members 
Mstep: Class 13 contains 13672 members 
Mstep: Class 14 contains 44446 members 
Mstep: Class 15 contains 17841 members 
Mstep: Class 16 contains 16632 members 
Mstep: Class 17 contains 17285 members 
Mstep: Class 18 contains 25147 members 
Mstep: Class 19 contains 15817 members 
Mstep: Class 20 contains 13774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20717218.000000 Penalty: 39499.203125
Iteration 1F: 20 clusters Score -2.071722e+07 nChanged 124235
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 9326 members 
Mstep: Class 3 contains 18444 members 
Mstep: Class 4 contains 11093 members 
Mstep: Class 5 contains 32753 members 
Mstep: Class 6 contains 14827 members 
Mstep: Class 7 contains 13234 members 
Mstep: Class 9 contains 35629 members 
Mstep: Class 10 contains 24525 members 
Mstep: Class 11 contains 9834 members 
Mstep: Class 12 contains 20766 members 
Mstep: Class 13 contains 9927 members 
Mstep: Class 14 contains 47242 members 
Mstep: Class 15 contains 15359 members 
Mstep: Class 16 contains 10970 members 
Mstep: Class 17 contains 16923 members 
Mstep: Class 18 contains 32436 members 
Mstep: Class 19 contains 12057 members 
Mstep: Class 20 contains 12671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20915290.000000 Penalty: 39499.203125
Iteration 2F: 20 clusters Score -2.091529e+07 nChanged 92532
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 19217 members 
Mstep: Class 4 contains 7130 members 
Mstep: Class 5 contains 37036 members 
Mstep: Class 6 contains 11790 members 
Mstep: Class 7 contains 12618 members 
Mstep: Class 9 contains 44108 members 
Mstep: Class 10 contains 26384 members 
Mstep: Class 11 contains 9309 members 
Mstep: Class 12 contains 23865 members 
Mstep: Class 13 contains 8231 members 
Mstep: Class 14 contains 50956 members 
Mstep: Class 15 contains 10725 members 
Mstep: Class 16 contains 9158 members 
Mstep: Class 17 contains 16505 members 
Mstep: Class 18 contains 35803 members 
Mstep: Class 19 contains 8314 members 
Mstep: Class 20 contains 12247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21039404.000000 Penalty: 39499.203125
Iteration 3F: 20 clusters Score -2.10394e+07 nChanged 70232
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 17468 members 
Mstep: Class 4 contains 4504 members 
Mstep: Class 5 contains 40790 members 
Mstep: Class 6 contains 8855 members 
Mstep: Class 7 contains 12307 members 
Mstep: Class 9 contains 49791 members 
Mstep: Class 10 contains 26829 members 
Mstep: Class 11 contains 8540 members 
Mstep: Class 12 contains 27575 members 
Mstep: Class 13 contains 8662 members 
Mstep: Class 14 contains 55032 members 
Mstep: Class 15 contains 6869 members 
Mstep: Class 16 contains 9057 members 
Mstep: Class 17 contains 15138 members 
Mstep: Class 18 contains 37557 members 
Mstep: Class 19 contains 5628 members 
Mstep: Class 20 contains 12290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21123502.000000 Penalty: 39499.203125
Iteration 4F: 20 clusters Score -2.11235e+07 nChanged 54655
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3698 members 
Mstep: Class 3 contains 16615 members 
Mstep: Class 4 contains 3124 members 
Mstep: Class 5 contains 44204 members 
Mstep: Class 6 contains 6912 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 9 contains 53581 members 
Mstep: Class 10 contains 26116 members 
Mstep: Class 11 contains 7590 members 
Mstep: Class 12 contains 29177 members 
Mstep: Class 13 contains 9838 members 
Mstep: Class 14 contains 58542 members 
Mstep: Class 15 contains 4356 members 
Mstep: Class 16 contains 9088 members 
Mstep: Class 17 contains 13354 members 
Mstep: Class 18 contains 39540 members 
Mstep: Class 19 contains 3744 members 
Mstep: Class 20 contains 12228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21178928.000000 Penalty: 39499.203125
Iteration 5F: 20 clusters Score -2.117893e+07 nChanged 43482
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2611 members 
Mstep: Class 3 contains 16439 members 
Mstep: Class 4 contains 2560 members 
Mstep: Class 5 contains 47691 members 
Mstep: Class 6 contains 6038 members 
Mstep: Class 7 contains 11372 members 
Mstep: Class 9 contains 56361 members 
Mstep: Class 10 contains 24739 members 
Mstep: Class 11 contains 6580 members 
Mstep: Class 12 contains 29306 members 
Mstep: Class 13 contains 10865 members 
Mstep: Class 14 contains 60984 members 
Mstep: Class 15 contains 3061 members 
Mstep: Class 16 contains 9051 members 
Mstep: Class 17 contains 11626 members 
Mstep: Class 18 contains 41187 members 
Mstep: Class 19 contains 2631 members 
Mstep: Class 20 contains 11858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21215266.000000 Penalty: 39499.203125
Iteration 6F: 20 clusters Score -2.121527e+07 nChanged 35310
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 3 contains 16273 members 
Mstep: Class 4 contains 2492 members 
Mstep: Class 5 contains 51454 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 10872 members 
Mstep: Class 9 contains 58636 members 
Mstep: Class 10 contains 23067 members 
Mstep: Class 11 contains 5668 members 
Mstep: Class 12 contains 28813 members 
Mstep: Class 13 contains 11861 members 
Mstep: Class 14 contains 62431 members 
Mstep: Class 15 contains 2435 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 17 contains 10171 members 
Mstep: Class 18 contains 42061 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 11179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21241828.000000 Penalty: 39499.203125
Iteration 7F: 20 clusters Score -2.124183e+07 nChanged 29613
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1841 members 
Mstep: Class 3 contains 16037 members 
Mstep: Class 4 contains 2523 members 
Mstep: Class 5 contains 55128 members 
Mstep: Class 6 contains 6354 members 
Mstep: Class 7 contains 10381 members 
Mstep: Class 9 contains 60895 members 
Mstep: Class 10 contains 21369 members 
Mstep: Class 11 contains 4951 members 
Mstep: Class 12 contains 28043 members 
Mstep: Class 13 contains 12816 members 
Mstep: Class 14 contains 63098 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 8177 members 
Mstep: Class 17 contains 9113 members 
Mstep: Class 18 contains 42155 members 
Mstep: Class 19 contains 1692 members 
Mstep: Class 20 contains 10330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2049.762207 but Gain 2078.906250
Score: -21262534.000000 Penalty: 37420.296875
Iteration 8F: 19 clusters Score -2.126253e+07 nChanged 26556
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 2 contains 1783 members 
Mstep: Class 3 contains 15938 members 
Mstep: Class 4 contains 2618 members 
Mstep: Class 5 contains 58207 members 
Mstep: Class 6 contains 6908 members 
Mstep: Class 7 contains 9946 members 
Mstep: Class 9 contains 63341 members 
Mstep: Class 10 contains 19931 members 
Mstep: Class 11 contains 4415 members 
Mstep: Class 12 contains 27096 members 
Mstep: Class 13 contains 13676 members 
Mstep: Class 14 contains 64958 members 
Mstep: Class 15 contains 2057 members 
Mstep: Class 16 contains 7558 members 
Mstep: Class 17 contains 8603 members 
Mstep: Class 18 contains 41634 members 
Mstep: Class 19 contains 1542 members 
Mstep: Class 20 contains 9515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21280598.000000 Penalty: 37420.296875
Iteration 9F: 19 clusters Score -2.12806e+07 nChanged 19978
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 2 contains 1816 members 
Mstep: Class 3 contains 15659 members 
Mstep: Class 4 contains 2699 members 
Mstep: Class 5 contains 60655 members 
Mstep: Class 6 contains 7512 members 
Mstep: Class 7 contains 9534 members 
Mstep: Class 9 contains 65649 members 
Mstep: Class 10 contains 18788 members 
Mstep: Class 11 contains 4116 members 
Mstep: Class 12 contains 26026 members 
Mstep: Class 13 contains 14450 members 
Mstep: Class 14 contains 64698 members 
Mstep: Class 15 contains 2056 members 
Mstep: Class 16 contains 6838 members 
Mstep: Class 17 contains 8415 members 
Mstep: Class 18 contains 40709 members 
Mstep: Class 19 contains 1511 members 
Mstep: Class 20 contains 8595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21291392.000000 Penalty: 37420.296875
Iteration 10F: 19 clusters Score -2.129139e+07 nChanged 15792
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 15521 members 
Mstep: Class 4 contains 2787 members 
Mstep: Class 5 contains 62710 members 
Mstep: Class 6 contains 8032 members 
Mstep: Class 7 contains 9155 members 
Mstep: Class 9 contains 67757 members 
Mstep: Class 10 contains 17872 members 
Mstep: Class 11 contains 4025 members 
Mstep: Class 12 contains 25039 members 
Mstep: Class 13 contains 15095 members 
Mstep: Class 14 contains 64172 members 
Mstep: Class 15 contains 2118 members 
Mstep: Class 16 contains 6205 members 
Mstep: Class 17 contains 8257 members 
Mstep: Class 18 contains 39745 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 7835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21298850.000000 Penalty: 37420.296875
Iteration 11Q: 19 clusters Score -2.129885e+07 nChanged 12800
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 2001 members 
Mstep: Class 3 contains 15444 members 
Mstep: Class 4 contains 2860 members 
Mstep: Class 5 contains 64605 members 
Mstep: Class 6 contains 8592 members 
Mstep: Class 7 contains 8808 members 
Mstep: Class 9 contains 69578 members 
Mstep: Class 10 contains 17071 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 24100 members 
Mstep: Class 13 contains 15573 members 
Mstep: Class 14 contains 63610 members 
Mstep: Class 15 contains 2235 members 
Mstep: Class 16 contains 5678 members 
Mstep: Class 17 contains 8028 members 
Mstep: Class 18 contains 38745 members 
Mstep: Class 19 contains 1549 members 
Mstep: Class 20 contains 7206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21304320.000000 Penalty: 37420.296875
Iteration 12Q: 19 clusters Score -2.130432e+07 nChanged 10616
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 2120 members 
Mstep: Class 3 contains 15439 members 
Mstep: Class 4 contains 2904 members 
Mstep: Class 5 contains 66322 members 
Mstep: Class 6 contains 9154 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 9 contains 71058 members 
Mstep: Class 10 contains 16394 members 
Mstep: Class 11 contains 4109 members 
Mstep: Class 12 contains 23214 members 
Mstep: Class 13 contains 15870 members 
Mstep: Class 14 contains 63114 members 
Mstep: Class 15 contains 2366 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 7806 members 
Mstep: Class 18 contains 37787 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 6671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21307842.000000 Penalty: 37420.296875
Iteration 13Q: 19 clusters Score -2.130784e+07 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 2235 members 
Mstep: Class 3 contains 15434 members 
Mstep: Class 4 contains 2938 members 
Mstep: Class 5 contains 67769 members 
Mstep: Class 6 contains 9743 members 
Mstep: Class 7 contains 8330 members 
Mstep: Class 9 contains 72249 members 
Mstep: Class 10 contains 15853 members 
Mstep: Class 11 contains 4201 members 
Mstep: Class 12 contains 22430 members 
Mstep: Class 13 contains 16075 members 
Mstep: Class 14 contains 62599 members 
Mstep: Class 15 contains 2491 members 
Mstep: Class 16 contains 4917 members 
Mstep: Class 17 contains 7588 members 
Mstep: Class 18 contains 36883 members 
Mstep: Class 19 contains 1679 members 
Mstep: Class 20 contains 6316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21310718.000000 Penalty: 37420.296875
Iteration 14Q: 19 clusters Score -2.131072e+07 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 2 contains 2316 members 
Mstep: Class 3 contains 15478 members 
Mstep: Class 4 contains 2959 members 
Mstep: Class 5 contains 68997 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 8194 members 
Mstep: Class 9 contains 73247 members 
Mstep: Class 10 contains 15364 members 
Mstep: Class 11 contains 4289 members 
Mstep: Class 12 contains 21721 members 
Mstep: Class 13 contains 16217 members 
Mstep: Class 14 contains 62116 members 
Mstep: Class 15 contains 2633 members 
Mstep: Class 16 contains 4661 members 
Mstep: Class 17 contains 7415 members 
Mstep: Class 18 contains 36057 members 
Mstep: Class 19 contains 1713 members 
Mstep: Class 20 contains 6039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21312350.000000 Penalty: 37420.296875
Iteration 15Q: 19 clusters Score -2.131235e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 2 contains 2383 members 
Mstep: Class 3 contains 15527 members 
Mstep: Class 4 contains 2977 members 
Mstep: Class 5 contains 70197 members 
Mstep: Class 6 contains 10878 members 
Mstep: Class 7 contains 8087 members 
Mstep: Class 9 contains 74066 members 
Mstep: Class 10 contains 14949 members 
Mstep: Class 11 contains 4356 members 
Mstep: Class 12 contains 21013 members 
Mstep: Class 13 contains 16371 members 
Mstep: Class 14 contains 61621 members 
Mstep: Class 15 contains 2755 members 
Mstep: Class 16 contains 4432 members 
Mstep: Class 17 contains 7276 members 
Mstep: Class 18 contains 35251 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 20 contains 5853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21314146.000000 Penalty: 37420.296875
Iteration 16Q: 19 clusters Score -2.131415e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 2440 members 
Mstep: Class 3 contains 15592 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 71371 members 
Mstep: Class 6 contains 11362 members 
Mstep: Class 7 contains 8003 members 
Mstep: Class 9 contains 74878 members 
Mstep: Class 10 contains 14597 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 20339 members 
Mstep: Class 13 contains 16467 members 
Mstep: Class 14 contains 61112 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 4241 members 
Mstep: Class 17 contains 7125 members 
Mstep: Class 18 contains 34467 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 5741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21315234.000000 Penalty: 37420.296875
Iteration 17Q: 19 clusters Score -2.131523e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 2496 members 
Mstep: Class 3 contains 15665 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 72529 members 
Mstep: Class 6 contains 11776 members 
Mstep: Class 7 contains 7938 members 
Mstep: Class 9 contains 75595 members 
Mstep: Class 10 contains 14286 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 19697 members 
Mstep: Class 13 contains 16556 members 
Mstep: Class 14 contains 60645 members 
Mstep: Class 15 contains 2920 members 
Mstep: Class 16 contains 4085 members 
Mstep: Class 17 contains 6969 members 
Mstep: Class 18 contains 33696 members 
Mstep: Class 19 contains 1738 members 
Mstep: Class 20 contains 5643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21316168.000000 Penalty: 37420.296875
Iteration 18Q: 19 clusters Score -2.131617e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 15711 members 
Mstep: Class 4 contains 2980 members 
Mstep: Class 5 contains 73686 members 
Mstep: Class 6 contains 12112 members 
Mstep: Class 7 contains 7900 members 
Mstep: Class 9 contains 76178 members 
Mstep: Class 10 contains 14021 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 19075 members 
Mstep: Class 13 contains 16631 members 
Mstep: Class 14 contains 60214 members 
Mstep: Class 15 contains 2977 members 
Mstep: Class 16 contains 3964 members 
Mstep: Class 17 contains 6832 members 
Mstep: Class 18 contains 33016 members 
Mstep: Class 19 contains 1739 members 
Mstep: Class 20 contains 5578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21317034.000000 Penalty: 37420.296875
Iteration 19Q: 19 clusters Score -2.131703e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 15739 members 
Mstep: Class 4 contains 2963 members 
Mstep: Class 5 contains 74798 members 
Mstep: Class 6 contains 12414 members 
Mstep: Class 7 contains 7867 members 
Mstep: Class 9 contains 76641 members 
Mstep: Class 10 contains 13781 members 
Mstep: Class 11 contains 4690 members 
Mstep: Class 12 contains 18495 members 
Mstep: Class 13 contains 16700 members 
Mstep: Class 14 contains 59821 members 
Mstep: Class 15 contains 3011 members 
Mstep: Class 16 contains 3889 members 
Mstep: Class 17 contains 6714 members 
Mstep: Class 18 contains 32385 members 
Mstep: Class 19 contains 1719 members 
Mstep: Class 20 contains 5546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21318156.000000 Penalty: 37420.296875
Iteration 20F: 19 clusters Score -2.131816e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 2 contains 2773 members 
Mstep: Class 3 contains 15670 members 
Mstep: Class 4 contains 2961 members 
Mstep: Class 5 contains 75917 members 
Mstep: Class 6 contains 12653 members 
Mstep: Class 7 contains 7841 members 
Mstep: Class 9 contains 77019 members 
Mstep: Class 10 contains 13458 members 
Mstep: Class 11 contains 4778 members 
Mstep: Class 12 contains 17936 members 
Mstep: Class 13 contains 16722 members 
Mstep: Class 14 contains 59424 members 
Mstep: Class 15 contains 3118 members 
Mstep: Class 16 contains 3775 members 
Mstep: Class 17 contains 6624 members 
Mstep: Class 18 contains 31838 members 
Mstep: Class 19 contains 1725 members 
Mstep: Class 20 contains 5503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21318974.000000 Penalty: 37420.296875
Iteration 21Q: 19 clusters Score -2.131897e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 2 contains 2941 members 
Mstep: Class 3 contains 15595 members 
Mstep: Class 4 contains 2950 members 
Mstep: Class 5 contains 77080 members 
Mstep: Class 6 contains 12851 members 
Mstep: Class 7 contains 7818 members 
Mstep: Class 9 contains 77362 members 
Mstep: Class 10 contains 13233 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 17423 members 
Mstep: Class 13 contains 16766 members 
Mstep: Class 14 contains 58995 members 
Mstep: Class 15 contains 3168 members 
Mstep: Class 16 contains 3666 members 
Mstep: Class 17 contains 6545 members 
Mstep: Class 18 contains 31251 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 5511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21319974.000000 Penalty: 37420.296875
Iteration 22Q: 19 clusters Score -2.131997e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 2 contains 3106 members 
Mstep: Class 3 contains 15561 members 
Mstep: Class 4 contains 2945 members 
Mstep: Class 5 contains 78175 members 
Mstep: Class 6 contains 13006 members 
Mstep: Class 7 contains 7811 members 
Mstep: Class 9 contains 77664 members 
Mstep: Class 10 contains 13068 members 
Mstep: Class 11 contains 4895 members 
Mstep: Class 12 contains 16970 members 
Mstep: Class 13 contains 16791 members 
Mstep: Class 14 contains 58558 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 3576 members 
Mstep: Class 17 contains 6467 members 
Mstep: Class 18 contains 30689 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 5524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21320790.000000 Penalty: 37420.296875
Iteration 23Q: 19 clusters Score -2.132079e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 15487 members 
Mstep: Class 4 contains 2943 members 
Mstep: Class 5 contains 79185 members 
Mstep: Class 6 contains 13129 members 
Mstep: Class 7 contains 7812 members 
Mstep: Class 9 contains 77882 members 
Mstep: Class 10 contains 12990 members 
Mstep: Class 11 contains 4906 members 
Mstep: Class 12 contains 16569 members 
Mstep: Class 13 contains 16798 members 
Mstep: Class 14 contains 58186 members 
Mstep: Class 15 contains 3217 members 
Mstep: Class 16 contains 3487 members 
Mstep: Class 17 contains 6400 members 
Mstep: Class 18 contains 30199 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 5554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21321502.000000 Penalty: 37420.296875
Iteration 24Q: 19 clusters Score -2.13215e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 3409 members 
Mstep: Class 3 contains 15446 members 
Mstep: Class 4 contains 2925 members 
Mstep: Class 5 contains 80092 members 
Mstep: Class 6 contains 13248 members 
Mstep: Class 7 contains 7820 members 
Mstep: Class 9 contains 78075 members 
Mstep: Class 10 contains 12956 members 
Mstep: Class 11 contains 4894 members 
Mstep: Class 12 contains 16226 members 
Mstep: Class 13 contains 16785 members 
Mstep: Class 14 contains 57832 members 
Mstep: Class 15 contains 3238 members 
Mstep: Class 16 contains 3402 members 
Mstep: Class 17 contains 6342 members 
Mstep: Class 18 contains 29746 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 5570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21322212.000000 Penalty: 37420.296875
Iteration 25Q: 19 clusters Score -2.132221e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 3555 members 
Mstep: Class 3 contains 15409 members 
Mstep: Class 4 contains 2937 members 
Mstep: Class 5 contains 80948 members 
Mstep: Class 6 contains 13364 members 
Mstep: Class 7 contains 7827 members 
Mstep: Class 9 contains 78239 members 
Mstep: Class 10 contains 12937 members 
Mstep: Class 11 contains 4886 members 
Mstep: Class 12 contains 15919 members 
Mstep: Class 13 contains 16767 members 
Mstep: Class 14 contains 57466 members 
Mstep: Class 15 contains 3257 members 
Mstep: Class 16 contains 3353 members 
Mstep: Class 17 contains 6282 members 
Mstep: Class 18 contains 29281 members 
Mstep: Class 19 contains 1737 members 
Mstep: Class 20 contains 5572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21322648.000000 Penalty: 37420.296875
Iteration 26Q: 19 clusters Score -2.132265e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 3691 members 
Mstep: Class 3 contains 15362 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 81744 members 
Mstep: Class 6 contains 13448 members 
Mstep: Class 7 contains 7836 members 
Mstep: Class 9 contains 78449 members 
Mstep: Class 10 contains 12922 members 
Mstep: Class 11 contains 4881 members 
Mstep: Class 12 contains 15647 members 
Mstep: Class 13 contains 16753 members 
Mstep: Class 14 contains 57070 members 
Mstep: Class 15 contains 3263 members 
Mstep: Class 16 contains 3300 members 
Mstep: Class 17 contains 6247 members 
Mstep: Class 18 contains 28841 members 
Mstep: Class 19 contains 1742 members 
Mstep: Class 20 contains 5566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21322938.000000 Penalty: 37420.296875
Iteration 27Q: 19 clusters Score -2.132294e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 3799 members 
Mstep: Class 3 contains 15335 members 
Mstep: Class 4 contains 3012 members 
Mstep: Class 5 contains 82503 members 
Mstep: Class 6 contains 13528 members 
Mstep: Class 7 contains 7843 members 
Mstep: Class 9 contains 78601 members 
Mstep: Class 10 contains 12927 members 
Mstep: Class 11 contains 4866 members 
Mstep: Class 12 contains 15404 members 
Mstep: Class 13 contains 16742 members 
Mstep: Class 14 contains 56699 members 
Mstep: Class 15 contains 3277 members 
Mstep: Class 16 contains 3242 members 
Mstep: Class 17 contains 6209 members 
Mstep: Class 18 contains 28454 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 5548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21323342.000000 Penalty: 37420.296875
Iteration 28Q: 19 clusters Score -2.132334e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 3880 members 
Mstep: Class 3 contains 15318 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 83264 members 
Mstep: Class 6 contains 13585 members 
Mstep: Class 7 contains 7847 members 
Mstep: Class 9 contains 78703 members 
Mstep: Class 10 contains 12935 members 
Mstep: Class 11 contains 4853 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 16726 members 
Mstep: Class 14 contains 56351 members 
Mstep: Class 15 contains 3299 members 
Mstep: Class 16 contains 3198 members 
Mstep: Class 17 contains 6165 members 
Mstep: Class 18 contains 28105 members 
Mstep: Class 19 contains 1757 members 
Mstep: Class 20 contains 5531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21323682.000000 Penalty: 37420.296875
Iteration 29Q: 19 clusters Score -2.132368e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 3945 members 
Mstep: Class 3 contains 15308 members 
Mstep: Class 4 contains 3068 members 
Mstep: Class 5 contains 83966 members 
Mstep: Class 6 contains 13628 members 
Mstep: Class 7 contains 7852 members 
Mstep: Class 9 contains 78786 members 
Mstep: Class 10 contains 12967 members 
Mstep: Class 11 contains 4841 members 
Mstep: Class 12 contains 14992 members 
Mstep: Class 13 contains 16716 members 
Mstep: Class 14 contains 56029 members 
Mstep: Class 15 contains 3302 members 
Mstep: Class 16 contains 3173 members 
Mstep: Class 17 contains 6120 members 
Mstep: Class 18 contains 27774 members 
Mstep: Class 19 contains 1758 members 
Mstep: Class 20 contains 5511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21323908.000000 Penalty: 37420.296875
Iteration 30Q: 19 clusters Score -2.132391e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 3989 members 
Mstep: Class 3 contains 15273 members 
Mstep: Class 4 contains 3095 members 
Mstep: Class 5 contains 84597 members 
Mstep: Class 6 contains 13649 members 
Mstep: Class 7 contains 7848 members 
Mstep: Class 9 contains 78883 members 
Mstep: Class 10 contains 12998 members 
Mstep: Class 11 contains 4838 members 
Mstep: Class 12 contains 14818 members 
Mstep: Class 13 contains 16707 members 
Mstep: Class 14 contains 55741 members 
Mstep: Class 15 contains 3301 members 
Mstep: Class 16 contains 3166 members 
Mstep: Class 17 contains 6082 members 
Mstep: Class 18 contains 27488 members 
Mstep: Class 19 contains 1755 members 
Mstep: Class 20 contains 5508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21324174.000000 Penalty: 37420.296875
Iteration 31Q: 19 clusters Score -2.132417e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 4019 members 
Mstep: Class 3 contains 15227 members 
Mstep: Class 4 contains 3123 members 
Mstep: Class 5 contains 85213 members 
Mstep: Class 6 contains 13659 members 
Mstep: Class 7 contains 7841 members 
Mstep: Class 9 contains 78931 members 
Mstep: Class 10 contains 13015 members 
Mstep: Class 11 contains 4823 members 
Mstep: Class 12 contains 14682 members 
Mstep: Class 13 contains 16712 members 
Mstep: Class 14 contains 55455 members 
Mstep: Class 15 contains 3308 members 
Mstep: Class 16 contains 3163 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 27238 members 
Mstep: Class 19 contains 1756 members 
Mstep: Class 20 contains 5521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21324196.000000 Penalty: 37420.296875
Iteration 32Q: 19 clusters Score -2.13242e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 4042 members 
Mstep: Class 3 contains 15186 members 
Mstep: Class 4 contains 3147 members 
Mstep: Class 5 contains 85754 members 
Mstep: Class 6 contains 13661 members 
Mstep: Class 7 contains 7840 members 
Mstep: Class 9 contains 78977 members 
Mstep: Class 10 contains 13025 members 
Mstep: Class 11 contains 4817 members 
Mstep: Class 12 contains 14564 members 
Mstep: Class 13 contains 16721 members 
Mstep: Class 14 contains 55216 members 
Mstep: Class 15 contains 3301 members 
Mstep: Class 16 contains 3156 members 
Mstep: Class 17 contains 6014 members 
Mstep: Class 18 contains 27024 members 
Mstep: Class 19 contains 1755 members 
Mstep: Class 20 contains 5536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21324324.000000 Penalty: 37420.296875
Iteration 33Q: 19 clusters Score -2.132432e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 4059 members 
Mstep: Class 3 contains 15134 members 
Mstep: Class 4 contains 3178 members 
Mstep: Class 5 contains 86292 members 
Mstep: Class 6 contains 13650 members 
Mstep: Class 7 contains 7834 members 
Mstep: Class 9 contains 79021 members 
Mstep: Class 10 contains 13050 members 
Mstep: Class 11 contains 4810 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 13 contains 16717 members 
Mstep: Class 14 contains 54990 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 3146 members 
Mstep: Class 17 contains 5993 members 
Mstep: Class 18 contains 26800 members 
Mstep: Class 19 contains 1754 members 
Mstep: Class 20 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21324494.000000 Penalty: 37420.296875
Iteration 34Q: 19 clusters Score -2.132449e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 15060 members 
Mstep: Class 4 contains 3219 members 
Mstep: Class 5 contains 86814 members 
Mstep: Class 6 contains 13643 members 
Mstep: Class 7 contains 7820 members 
Mstep: Class 9 contains 79081 members 
Mstep: Class 10 contains 13058 members 
Mstep: Class 11 contains 4804 members 
Mstep: Class 12 contains 14354 members 
Mstep: Class 13 contains 16719 members 
Mstep: Class 14 contains 54768 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 3139 members 
Mstep: Class 17 contains 5981 members 
Mstep: Class 18 contains 26598 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 5565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21324608.000000 Penalty: 37420.296875
Iteration 35Q: 19 clusters Score -2.132461e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 4096 members 
Mstep: Class 3 contains 15006 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 87351 members 
Mstep: Class 6 contains 13613 members 
Mstep: Class 7 contains 7812 members 
Mstep: Class 9 contains 79121 members 
Mstep: Class 10 contains 13070 members 
Mstep: Class 11 contains 4789 members 
Mstep: Class 12 contains 14259 members 
Mstep: Class 13 contains 16702 members 
Mstep: Class 14 contains 54561 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 3135 members 
Mstep: Class 17 contains 5954 members 
Mstep: Class 18 contains 26416 members 
Mstep: Class 19 contains 1743 members 
Mstep: Class 20 contains 5572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21324652.000000 Penalty: 37420.296875
Iteration 36Q: 19 clusters Score -2.132465e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 14964 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 87846 members 
Mstep: Class 6 contains 13596 members 
Mstep: Class 7 contains 7805 members 
Mstep: Class 9 contains 79193 members 
Mstep: Class 10 contains 13075 members 
Mstep: Class 11 contains 4771 members 
Mstep: Class 12 contains 14170 members 
Mstep: Class 13 contains 16687 members 
Mstep: Class 14 contains 54387 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 3129 members 
Mstep: Class 17 contains 5913 members 
Mstep: Class 18 contains 26232 members 
Mstep: Class 19 contains 1741 members 
Mstep: Class 20 contains 5565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21324846.000000 Penalty: 37420.296875
Iteration 37Q: 19 clusters Score -2.132485e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 14927 members 
Mstep: Class 4 contains 3285 members 
Mstep: Class 5 contains 88310 members 
Mstep: Class 6 contains 13593 members 
Mstep: Class 7 contains 7791 members 
Mstep: Class 9 contains 79239 members 
Mstep: Class 10 contains 13076 members 
Mstep: Class 11 contains 4772 members 
Mstep: Class 12 contains 14083 members 
Mstep: Class 13 contains 16677 members 
Mstep: Class 14 contains 54209 members 
Mstep: Class 15 contains 3295 members 
Mstep: Class 16 contains 3119 members 
Mstep: Class 17 contains 5876 members 
Mstep: Class 18 contains 26059 members 
Mstep: Class 19 contains 1738 members 
Mstep: Class 20 contains 5561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21324928.000000 Penalty: 37420.296875
Iteration 38Q: 19 clusters Score -2.132493e+07 nChanged 1364
Entering ConstructFrom: 
Score: -21324928.000000 Penalty: 37420.296875
Entering ConstructFrom: 
Trying to split cluster 2 (4138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Entering Unmasked Estep 
Score: -209515.953125 Penalty: 1353.294800
	Iteration 0F: 2 clusters Score -209516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -206091.171875 Penalty: 2706.589600
	Iteration 0F: 3 clusters Score -206091.2 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -207118.750000 Penalty: 2706.589600
	Iteration 1F: 3 clusters Score -207118.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -207463.218750 Penalty: 2706.589600
	Iteration 2F: 3 clusters Score -207463.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -207710.843750 Penalty: 2706.589600
	Iteration 3F: 3 clusters Score -207710.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -207838.937500 Penalty: 2706.589600
	Iteration 4F: 3 clusters Score -207838.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -207920.796875 Penalty: 2706.589600
	Iteration 5Q: 3 clusters Score -207920.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -207973.906250 Penalty: 2706.589600
	Iteration 6Q: 3 clusters Score -207973.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -208007.593750 Penalty: 2706.589600
	Iteration 7Q: 3 clusters Score -208007.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -208044.515625 Penalty: 2706.589600
	Iteration 8Q: 3 clusters Score -208044.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -208083.781250 Penalty: 2706.589600
	Iteration 9Q: 3 clusters Score -208083.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -208111.234375 Penalty: 2706.589600
	Iteration 10Q: 3 clusters Score -208111.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -208138.015625 Penalty: 2706.589600
	Iteration 11Q: 3 clusters Score -208138 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -208174.156250 Penalty: 2706.589600
	Iteration 12Q: 3 clusters Score -208174.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -208211.140625 Penalty: 2706.589600
	Iteration 13Q: 3 clusters Score -208211.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -208241.828125 Penalty: 2706.589600
	Iteration 14Q: 3 clusters Score -208241.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -208272.156250 Penalty: 2706.589600
	Iteration 15Q: 3 clusters Score -208272.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -208299.656250 Penalty: 2706.589600
	Iteration 16Q: 3 clusters Score -208299.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -208331.921875 Penalty: 2706.589600
	Iteration 17Q: 3 clusters Score -208331.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -208358.359375 Penalty: 2706.589600
	Iteration 18Q: 3 clusters Score -208358.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -208375.031250 Penalty: 2706.589600
	Iteration 19Q: 3 clusters Score -208375 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -208388.484375 Penalty: 2706.589600
	Iteration 20F: 3 clusters Score -208388.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -208400.640625 Penalty: 2706.589600
	Iteration 21Q: 3 clusters Score -208400.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -208408.562500 Penalty: 2706.589600
	Iteration 22Q: 3 clusters Score -208408.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -208417.734375 Penalty: 2706.589600
	Iteration 23Q: 3 clusters Score -208417.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -208424.312500 Penalty: 2706.589600
	Iteration 24Q: 3 clusters Score -208424.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -208428.812500 Penalty: 2706.589600
	Iteration 25Q: 3 clusters Score -208428.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -208432.921875 Penalty: 2706.589600
	Iteration 26Q: 3 clusters Score -208432.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -208436.734375 Penalty: 2706.589600
	Iteration 27Q: 3 clusters Score -208436.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -208444.359375 Penalty: 2706.589600
	Iteration 28Q: 3 clusters Score -208444.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -208452.156250 Penalty: 2706.589600
	Iteration 29Q: 3 clusters Score -208452.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -208459.406250 Penalty: 2706.589600
	Iteration 30Q: 3 clusters Score -208459.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -208468.515625 Penalty: 2706.589600
	Iteration 31Q: 3 clusters Score -208468.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -208475.343750 Penalty: 2706.589600
	Iteration 32Q: 3 clusters Score -208475.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -208481.421875 Penalty: 2706.589600
	Iteration 33Q: 3 clusters Score -208481.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -208486.234375 Penalty: 2706.589600
	Iteration 34Q: 3 clusters Score -208486.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -208489.265625 Penalty: 2706.589600
	Iteration 35Q: 3 clusters Score -208489.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -208490.812500 Penalty: 2706.589600
	Iteration 36Q: 3 clusters Score -208490.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -208493.312500 Penalty: 2706.589600
	Iteration 37Q: 3 clusters Score -208493.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -208495.437500 Penalty: 2706.589600
	Iteration 38Q: 3 clusters Score -208495.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -208497.500000 Penalty: 2706.589600
	Iteration 39Q: 3 clusters Score -208497.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -208498.593750 Penalty: 2706.589600
	Iteration 40F: 3 clusters Score -208498.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -208500.609375 Penalty: 2706.589600
	Iteration 41Q: 3 clusters Score -208500.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -208503.187500 Penalty: 2706.589600
	Iteration 42Q: 3 clusters Score -208503.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -208505.234375 Penalty: 2706.589600
	Iteration 43Q: 3 clusters Score -208505.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -208506.265625 Penalty: 2706.589600
	Iteration 44Q: 3 clusters Score -208506.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -208508.031250 Penalty: 2706.589600
	Iteration 45Q: 3 clusters Score -208508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -208511.515625 Penalty: 2706.589600
	Iteration 46Q: 3 clusters Score -208511.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -208514.531250 Penalty: 2706.589600
	Iteration 47Q: 3 clusters Score -208514.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -208518.546875 Penalty: 2706.589600
	Iteration 48Q: 3 clusters Score -208518.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -208522.296875 Penalty: 2706.589600
	Iteration 49Q: 3 clusters Score -208522.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -208525.015625 Penalty: 2706.589600
	Iteration 50Q: 3 clusters Score -208525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -208528.234375 Penalty: 2706.589600
	Iteration 51Q: 3 clusters Score -208528.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -208531.859375 Penalty: 2706.589600
	Iteration 52Q: 3 clusters Score -208531.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -208534.843750 Penalty: 2706.589600
	Iteration 53Q: 3 clusters Score -208534.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -208536.250000 Penalty: 2706.589600
	Iteration 54Q: 3 clusters Score -208536.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -208539.515625 Penalty: 2706.589600
	Iteration 55Q: 3 clusters Score -208539.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -208544.671875 Penalty: 2706.589600
	Iteration 56Q: 3 clusters Score -208544.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -208548.140625 Penalty: 2706.589600
	Iteration 57Q: 3 clusters Score -208548.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -208552.437500 Penalty: 2706.589600
	Iteration 58Q: 3 clusters Score -208552.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -208555.250000 Penalty: 2706.589600
	Iteration 59Q: 3 clusters Score -208555.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -208559.218750 Penalty: 2706.589600
	Iteration 60F: 3 clusters Score -208559.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -208562.421875 Penalty: 2706.589600
	Iteration 61Q: 3 clusters Score -208562.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -208567.218750 Penalty: 2706.589600
	Iteration 62Q: 3 clusters Score -208567.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -208570.140625 Penalty: 2706.589600
	Iteration 63Q: 3 clusters Score -208570.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -208572.531250 Penalty: 2706.589600
	Iteration 64Q: 3 clusters Score -208572.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -208575.937500 Penalty: 2706.589600
	Iteration 65Q: 3 clusters Score -208575.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -208578.265625 Penalty: 2706.589600
	Iteration 66Q: 3 clusters Score -208578.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -208580.093750 Penalty: 2706.589600
	Iteration 67Q: 3 clusters Score -208580.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -208581.343750 Penalty: 2706.589600
	Iteration 68Q: 3 clusters Score -208581.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -208581.312500 Penalty: 2706.589600
	Iteration 69Q: 3 clusters Score -208581.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -208581.312500 Penalty: 2706.589600
	Iteration 70F: 3 clusters Score -208581.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Entering Unmasked Estep 
Score: -880611.125000 Penalty: 1561.295898
	Iteration 0F: 2 clusters Score -880611.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -870346.125000 Penalty: 3122.591797
	Iteration 0F: 3 clusters Score -870346.1 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -874187.500000 Penalty: 3122.591797
	Iteration 1F: 3 clusters Score -874187.5 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -874875.187500 Penalty: 3122.591797
	Iteration 2F: 3 clusters Score -874875.2 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -875829.625000 Penalty: 3122.591797
	Iteration 3F: 3 clusters Score -875829.6 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -876924.500000 Penalty: 3122.591797
	Iteration 4F: 3 clusters Score -876924.5 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -877843.750000 Penalty: 3122.591797
	Iteration 5F: 3 clusters Score -877843.8 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -878555.812500 Penalty: 3122.591797
	Iteration 6F: 3 clusters Score -878555.8 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -879035.812500 Penalty: 3122.591797
	Iteration 7F: 3 clusters Score -879035.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -879372.375000 Penalty: 3122.591797
	Iteration 8Q: 3 clusters Score -879372.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -879590.812500 Penalty: 3122.591797
	Iteration 9Q: 3 clusters Score -879590.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -879750.750000 Penalty: 3122.591797
	Iteration 10Q: 3 clusters Score -879750.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -879865.500000 Penalty: 3122.591797
	Iteration 11Q: 3 clusters Score -879865.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -879944.375000 Penalty: 3122.591797
	Iteration 12Q: 3 clusters Score -879944.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -880000.500000 Penalty: 3122.591797
	Iteration 13Q: 3 clusters Score -880000.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -880043.500000 Penalty: 3122.591797
	Iteration 14Q: 3 clusters Score -880043.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -880074.062500 Penalty: 3122.591797
	Iteration 15Q: 3 clusters Score -880074.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -880104.687500 Penalty: 3122.591797
	Iteration 16Q: 3 clusters Score -880104.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -880132.812500 Penalty: 3122.591797
	Iteration 17Q: 3 clusters Score -880132.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -880155.125000 Penalty: 3122.591797
	Iteration 18Q: 3 clusters Score -880155.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -880178.687500 Penalty: 3122.591797
	Iteration 19Q: 3 clusters Score -880178.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -880206.062500 Penalty: 3122.591797
	Iteration 20F: 3 clusters Score -880206.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -880226.937500 Penalty: 3122.591797
	Iteration 21Q: 3 clusters Score -880226.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -880256.937500 Penalty: 3122.591797
	Iteration 22Q: 3 clusters Score -880256.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -880291.812500 Penalty: 3122.591797
	Iteration 23Q: 3 clusters Score -880291.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -880334.062500 Penalty: 3122.591797
	Iteration 24Q: 3 clusters Score -880334.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -880398.125000 Penalty: 3122.591797
	Iteration 25Q: 3 clusters Score -880398.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -880503.375000 Penalty: 3122.591797
	Iteration 26Q: 3 clusters Score -880503.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -880602.312500 Penalty: 3122.591797
	Iteration 27Q: 3 clusters Score -880602.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -880664.187500 Penalty: 3122.591797
	Iteration 28Q: 3 clusters Score -880664.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -880697.812500 Penalty: 3122.591797
	Iteration 29Q: 3 clusters Score -880697.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -880712.625000 Penalty: 3122.591797
	Iteration 30Q: 3 clusters Score -880712.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -880718.250000 Penalty: 3122.591797
	Iteration 31Q: 3 clusters Score -880718.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -880725.500000 Penalty: 3122.591797
	Iteration 32Q: 3 clusters Score -880725.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -880728.875000 Penalty: 3122.591797
	Iteration 33Q: 3 clusters Score -880728.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -880731.062500 Penalty: 3122.591797
	Iteration 34Q: 3 clusters Score -880731.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -880733.812500 Penalty: 3122.591797
	Iteration 35Q: 3 clusters Score -880733.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -880733.000000 Penalty: 3122.591797
	Iteration 36Q: 3 clusters Score -880733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -880733.812500 Penalty: 3122.591797
	Iteration 37Q: 3 clusters Score -880733.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -880733.687500 Penalty: 3122.591797
	Iteration 38Q: 3 clusters Score -880733.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -880733.500000 Penalty: 3122.591797
	Iteration 39Q: 3 clusters Score -880733.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -880732.812500 Penalty: 3122.591797
	Iteration 40F: 3 clusters Score -880732.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4138 members 
Mstep: Class 3 contains 12231 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 88740 members 
Mstep: Class 6 contains 13595 members 
Mstep: Class 7 contains 7771 members 
Mstep: Class 9 contains 79326 members 
Mstep: Class 10 contains 13074 members 
Mstep: Class 11 contains 4771 members 
Mstep: Class 12 contains 14010 members 
Mstep: Class 13 contains 16676 members 
Mstep: Class 14 contains 54000 members 
Mstep: Class 15 contains 3306 members 
Mstep: Class 16 contains 3108 members 
Mstep: Class 17 contains 5843 members 
Mstep: Class 18 contains 25900 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 5557 members 
Entering Unmasked Estep 
Score: -21324554.000000 Penalty: 39499.203125
Splitting cluster 3 changes total score from -21324928.000000 to -21324554.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Entering Unmasked Estep 
Score: -202815.781250 Penalty: 1316.817871
	Iteration 0F: 2 clusters Score -202815.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -199920.125000 Penalty: 2633.635742
	Iteration 0F: 3 clusters Score -199920.1 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -200592.078125 Penalty: 2633.635742
	Iteration 1F: 3 clusters Score -200592.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -200737.343750 Penalty: 2633.635742
	Iteration 2F: 3 clusters Score -200737.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -200864.078125 Penalty: 2633.635742
	Iteration 3F: 3 clusters Score -200864.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -200999.421875 Penalty: 2633.635742
	Iteration 4F: 3 clusters Score -200999.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -201138.859375 Penalty: 2633.635742
	Iteration 5F: 3 clusters Score -201138.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -201249.765625 Penalty: 2633.635742
	Iteration 6Q: 3 clusters Score -201249.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -201350.593750 Penalty: 2633.635742
	Iteration 7Q: 3 clusters Score -201350.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -201459.125000 Penalty: 2633.635742
	Iteration 8Q: 3 clusters Score -201459.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -201584.828125 Penalty: 2633.635742
	Iteration 9Q: 3 clusters Score -201584.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -201679.671875 Penalty: 2633.635742
	Iteration 10Q: 3 clusters Score -201679.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -201784.718750 Penalty: 2633.635742
	Iteration 11Q: 3 clusters Score -201784.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -201897.390625 Penalty: 2633.635742
	Iteration 12Q: 3 clusters Score -201897.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -202009.781250 Penalty: 2633.635742
	Iteration 13Q: 3 clusters Score -202009.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -202202.515625 Penalty: 2633.635742
	Iteration 14Q: 3 clusters Score -202202.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -202388.437500 Penalty: 2633.635742
	Iteration 15Q: 3 clusters Score -202388.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -202537.812500 Penalty: 2633.635742
	Iteration 16Q: 3 clusters Score -202537.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -202657.156250 Penalty: 2633.635742
	Iteration 17Q: 3 clusters Score -202657.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -202774.156250 Penalty: 2633.635742
	Iteration 18Q: 3 clusters Score -202774.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -202890.734375 Penalty: 2633.635742
	Iteration 19Q: 3 clusters Score -202890.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -202977.609375 Penalty: 2633.635742
	Iteration 20F: 3 clusters Score -202977.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -203049.375000 Penalty: 2633.635742
	Iteration 21Q: 3 clusters Score -203049.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -203093.453125 Penalty: 2633.635742
	Iteration 22Q: 3 clusters Score -203093.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -203115.437500 Penalty: 2633.635742
	Iteration 23Q: 3 clusters Score -203115.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -203126.578125 Penalty: 2633.635742
	Iteration 24Q: 3 clusters Score -203126.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -203132.109375 Penalty: 2633.635742
	Iteration 25Q: 3 clusters Score -203132.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -203140.218750 Penalty: 2633.635742
	Iteration 26Q: 3 clusters Score -203140.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -203149.265625 Penalty: 2633.635742
	Iteration 27Q: 3 clusters Score -203149.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -203156.187500 Penalty: 2633.635742
	Iteration 28Q: 3 clusters Score -203156.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -203157.234375 Penalty: 2633.635742
	Iteration 29Q: 3 clusters Score -203157.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -203157.031250 Penalty: 2633.635742
	Iteration 30Q: 3 clusters Score -203157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -203157.031250 Penalty: 2633.635742
	Iteration 31F: 3 clusters Score -203157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4138 members 
Mstep: Class 3 contains 14883 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 88740 members 
Mstep: Class 6 contains 13595 members 
Mstep: Class 7 contains 7771 members 
Mstep: Class 9 contains 79326 members 
Mstep: Class 10 contains 13074 members 
Mstep: Class 11 contains 4771 members 
Mstep: Class 12 contains 14010 members 
Mstep: Class 13 contains 16676 members 
Mstep: Class 14 contains 54000 members 
Mstep: Class 15 contains 3306 members 
Mstep: Class 16 contains 3108 members 
Mstep: Class 17 contains 5843 members 
Mstep: Class 18 contains 25900 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 5557 members 
Entering Unmasked Estep 
Score: -21324582.000000 Penalty: 39499.203125
Splitting cluster 4 changes total score from -21324928.000000 to -21324582.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (88740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88740 members 
Entering Unmasked Estep 
Score: -5418874.000000 Penalty: 1851.438232
	Iteration 0F: 2 clusters Score -5418874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -5359540.500000 Penalty: 3702.876465
	Iteration 0F: 3 clusters Score -5359540 nChanged 42263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -5383894.500000 Penalty: 3702.876465
	Iteration 1F: 3 clusters Score -5383894 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -5384472.500000 Penalty: 3702.876465
	Iteration 2Q: 3 clusters Score -5384472 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -5385125.500000 Penalty: 3702.876465
	Iteration 3Q: 3 clusters Score -5385126 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -5385953.500000 Penalty: 3702.876465
	Iteration 4Q: 3 clusters Score -5385954 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -5386952.500000 Penalty: 3702.876465
	Iteration 5Q: 3 clusters Score -5386952 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -5388283.500000 Penalty: 3702.876465
	Iteration 6Q: 3 clusters Score -5388284 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52748 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -5390110.000000 Penalty: 3702.876465
	Iteration 7Q: 3 clusters Score -5390110 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -5392887.000000 Penalty: 3702.876465
	Iteration 8F: 3 clusters Score -5392887 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60730 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -5396575.500000 Penalty: 3702.876465
	Iteration 9F: 3 clusters Score -5396576 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -5401088.500000 Penalty: 3702.876465
	Iteration 10F: 3 clusters Score -5401088 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69103 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -5405202.500000 Penalty: 3702.876465
	Iteration 11F: 3 clusters Score -5405202 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71954 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -5407955.000000 Penalty: 3702.876465
	Iteration 12Q: 3 clusters Score -5407955 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74100 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -5409589.500000 Penalty: 3702.876465
	Iteration 13Q: 3 clusters Score -5409590 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75929 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -5410718.500000 Penalty: 3702.876465
	Iteration 14Q: 3 clusters Score -5410718 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77592 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -5411654.000000 Penalty: 3702.876465
	Iteration 15Q: 3 clusters Score -5411654 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79097 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -5412505.500000 Penalty: 3702.876465
	Iteration 16Q: 3 clusters Score -5412506 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80433 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -5413226.500000 Penalty: 3702.876465
	Iteration 17Q: 3 clusters Score -5413226 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81606 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -5413881.000000 Penalty: 3702.876465
	Iteration 18Q: 3 clusters Score -5413881 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82606 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -5414389.500000 Penalty: 3702.876465
	Iteration 19Q: 3 clusters Score -5414390 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83519 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -5414964.000000 Penalty: 3702.876465
	Iteration 20F: 3 clusters Score -5414964 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84331 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -5415475.500000 Penalty: 3702.876465
	Iteration 21Q: 3 clusters Score -5415476 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85004 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -5415952.000000 Penalty: 3702.876465
	Iteration 22Q: 3 clusters Score -5415952 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85531 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -5416346.500000 Penalty: 3702.876465
	Iteration 23Q: 3 clusters Score -5416346 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85944 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -5416665.500000 Penalty: 3702.876465
	Iteration 24Q: 3 clusters Score -5416666 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86257 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -5416860.000000 Penalty: 3702.876465
	Iteration 25Q: 3 clusters Score -5416860 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86488 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -5416999.000000 Penalty: 3702.876465
	Iteration 26Q: 3 clusters Score -5416999 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86675 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5417100.000000 Penalty: 3702.876465
	Iteration 27Q: 3 clusters Score -5417100 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86805 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -5417161.000000 Penalty: 3702.876465
	Iteration 28Q: 3 clusters Score -5417161 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86914 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5417228.500000 Penalty: 3702.876465
	Iteration 29Q: 3 clusters Score -5417228 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87003 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5417248.500000 Penalty: 3702.876465
	Iteration 30Q: 3 clusters Score -5417248 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87059 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5417271.500000 Penalty: 3702.876465
	Iteration 31Q: 3 clusters Score -5417272 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87117 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5417288.000000 Penalty: 3702.876465
	Iteration 32Q: 3 clusters Score -5417288 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87172 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5417313.500000 Penalty: 3702.876465
	Iteration 33Q: 3 clusters Score -5417314 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87223 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5417337.000000 Penalty: 3702.876465
	Iteration 34Q: 3 clusters Score -5417337 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87266 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5417350.000000 Penalty: 3702.876465
	Iteration 35Q: 3 clusters Score -5417350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87299 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5417359.500000 Penalty: 3702.876465
	Iteration 36Q: 3 clusters Score -5417360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87330 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5417371.500000 Penalty: 3702.876465
	Iteration 37Q: 3 clusters Score -5417372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87358 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5417374.500000 Penalty: 3702.876465
	Iteration 38Q: 3 clusters Score -5417374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87386 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5417379.000000 Penalty: 3702.876465
	Iteration 39Q: 3 clusters Score -5417379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87399 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5417387.500000 Penalty: 3702.876465
	Iteration 40F: 3 clusters Score -5417388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87415 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5417381.500000 Penalty: 3702.876465
	Iteration 41Q: 3 clusters Score -5417382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87425 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5417378.500000 Penalty: 3702.876465
	Iteration 42Q: 3 clusters Score -5417378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87433 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5417381.000000 Penalty: 3702.876465
	Iteration 43Q: 3 clusters Score -5417381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87441 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5417388.000000 Penalty: 3702.876465
	Iteration 44Q: 3 clusters Score -5417388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87443 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5417393.500000 Penalty: 3702.876465
	Iteration 45Q: 3 clusters Score -5417394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87444 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5417394.000000 Penalty: 3702.876465
	Iteration 46Q: 3 clusters Score -5417394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87446 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5417391.500000 Penalty: 3702.876465
	Iteration 47Q: 3 clusters Score -5417392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87447 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5417391.500000 Penalty: 3702.876465
	Iteration 48Q: 3 clusters Score -5417392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87447 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5417391.500000 Penalty: 3702.876465
	Iteration 49F: 3 clusters Score -5417392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Entering Unmasked Estep 
Score: -865916.125000 Penalty: 1546.586792
	Iteration 0F: 2 clusters Score -865916.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -856460.562500 Penalty: 3093.173584
	Iteration 0F: 3 clusters Score -856460.6 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -859569.375000 Penalty: 3093.173584
	Iteration 1F: 3 clusters Score -859569.4 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -859859.687500 Penalty: 3093.173584
	Iteration 2F: 3 clusters Score -859859.7 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -860141.500000 Penalty: 3093.173584
	Iteration 3Q: 3 clusters Score -860141.5 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -860489.250000 Penalty: 3093.173584
	Iteration 4Q: 3 clusters Score -860489.2 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -860937.625000 Penalty: 3093.173584
	Iteration 5F: 3 clusters Score -860937.6 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -861482.875000 Penalty: 3093.173584
	Iteration 6F: 3 clusters Score -861482.9 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -862118.562500 Penalty: 3093.173584
	Iteration 7F: 3 clusters Score -862118.6 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -862789.437500 Penalty: 3093.173584
	Iteration 8F: 3 clusters Score -862789.4 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -863401.312500 Penalty: 3093.173584
	Iteration 9F: 3 clusters Score -863401.3 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -863903.812500 Penalty: 3093.173584
	Iteration 10Q: 3 clusters Score -863903.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -864280.437500 Penalty: 3093.173584
	Iteration 11Q: 3 clusters Score -864280.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -864541.687500 Penalty: 3093.173584
	Iteration 12Q: 3 clusters Score -864541.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -864738.125000 Penalty: 3093.173584
	Iteration 13Q: 3 clusters Score -864738.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -864882.937500 Penalty: 3093.173584
	Iteration 14Q: 3 clusters Score -864882.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -865040.125000 Penalty: 3093.173584
	Iteration 15Q: 3 clusters Score -865040.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -865168.375000 Penalty: 3093.173584
	Iteration 16Q: 3 clusters Score -865168.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -865242.875000 Penalty: 3093.173584
	Iteration 17Q: 3 clusters Score -865242.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -865285.000000 Penalty: 3093.173584
	Iteration 18Q: 3 clusters Score -865285 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -865315.500000 Penalty: 3093.173584
	Iteration 19Q: 3 clusters Score -865315.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -865332.000000 Penalty: 3093.173584
	Iteration 20F: 3 clusters Score -865332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -865342.687500 Penalty: 3093.173584
	Iteration 21Q: 3 clusters Score -865342.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -865356.500000 Penalty: 3093.173584
	Iteration 22Q: 3 clusters Score -865356.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -865364.437500 Penalty: 3093.173584
	Iteration 23Q: 3 clusters Score -865364.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -865371.062500 Penalty: 3093.173584
	Iteration 24Q: 3 clusters Score -865371.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -865380.375000 Penalty: 3093.173584
	Iteration 25Q: 3 clusters Score -865380.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -865386.375000 Penalty: 3093.173584
	Iteration 26Q: 3 clusters Score -865386.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -865387.312500 Penalty: 3093.173584
	Iteration 27Q: 3 clusters Score -865387.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -865389.062500 Penalty: 3093.173584
	Iteration 28Q: 3 clusters Score -865389.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -865394.437500 Penalty: 3093.173584
	Iteration 29Q: 3 clusters Score -865394.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -865395.875000 Penalty: 3093.173584
	Iteration 30Q: 3 clusters Score -865395.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -865400.625000 Penalty: 3093.173584
	Iteration 31Q: 3 clusters Score -865400.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -865401.500000 Penalty: 3093.173584
	Iteration 32Q: 3 clusters Score -865401.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -865402.750000 Penalty: 3093.173584
	Iteration 33Q: 3 clusters Score -865402.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -865404.062500 Penalty: 3093.173584
	Iteration 34Q: 3 clusters Score -865404.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -865404.875000 Penalty: 3093.173584
	Iteration 35Q: 3 clusters Score -865404.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -865405.437500 Penalty: 3093.173584
	Iteration 36Q: 3 clusters Score -865405.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -865404.437500 Penalty: 3093.173584
	Iteration 37Q: 3 clusters Score -865404.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -865404.250000 Penalty: 3093.173584
	Iteration 38Q: 3 clusters Score -865404.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -865404.250000 Penalty: 3093.173584
	Iteration 39F: 3 clusters Score -865404.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Entering Unmasked Estep 
Score: -459653.718750 Penalty: 1455.699951
	Iteration 0F: 2 clusters Score -459653.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -453950.500000 Penalty: 2911.399902
	Iteration 0F: 3 clusters Score -453950.5 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -455806.750000 Penalty: 2911.399902
	Iteration 1F: 3 clusters Score -455806.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -456251.781250 Penalty: 2911.399902
	Iteration 2F: 3 clusters Score -456251.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -456782.625000 Penalty: 2911.399902
	Iteration 3F: 3 clusters Score -456782.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -457278.750000 Penalty: 2911.399902
	Iteration 4F: 3 clusters Score -457278.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -457702.593750 Penalty: 2911.399902
	Iteration 5F: 3 clusters Score -457702.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -458065.500000 Penalty: 2911.399902
	Iteration 6F: 3 clusters Score -458065.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -458324.093750 Penalty: 2911.399902
	Iteration 7F: 3 clusters Score -458324.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -458477.531250 Penalty: 2911.399902
	Iteration 8Q: 3 clusters Score -458477.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -458600.625000 Penalty: 2911.399902
	Iteration 9Q: 3 clusters Score -458600.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -458698.093750 Penalty: 2911.399902
	Iteration 10Q: 3 clusters Score -458698.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -458790.093750 Penalty: 2911.399902
	Iteration 11Q: 3 clusters Score -458790.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -458871.718750 Penalty: 2911.399902
	Iteration 12Q: 3 clusters Score -458871.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -458940.656250 Penalty: 2911.399902
	Iteration 13Q: 3 clusters Score -458940.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -459013.625000 Penalty: 2911.399902
	Iteration 14Q: 3 clusters Score -459013.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -459075.968750 Penalty: 2911.399902
	Iteration 15Q: 3 clusters Score -459076 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -459137.343750 Penalty: 2911.399902
	Iteration 16Q: 3 clusters Score -459137.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -459191.250000 Penalty: 2911.399902
	Iteration 17Q: 3 clusters Score -459191.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -459245.593750 Penalty: 2911.399902
	Iteration 18Q: 3 clusters Score -459245.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -459283.781250 Penalty: 2911.399902
	Iteration 19Q: 3 clusters Score -459283.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -459309.937500 Penalty: 2911.399902
	Iteration 20F: 3 clusters Score -459309.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -459323.781250 Penalty: 2911.399902
	Iteration 21Q: 3 clusters Score -459323.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -459334.781250 Penalty: 2911.399902
	Iteration 22Q: 3 clusters Score -459334.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -459341.781250 Penalty: 2911.399902
	Iteration 23Q: 3 clusters Score -459341.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -459350.562500 Penalty: 2911.399902
	Iteration 24Q: 3 clusters Score -459350.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -459355.156250 Penalty: 2911.399902
	Iteration 25Q: 3 clusters Score -459355.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -459357.781250 Penalty: 2911.399902
	Iteration 26Q: 3 clusters Score -459357.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -459361.312500 Penalty: 2911.399902
	Iteration 27Q: 3 clusters Score -459361.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -459363.812500 Penalty: 2911.399902
	Iteration 28Q: 3 clusters Score -459363.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -459363.906250 Penalty: 2911.399902
	Iteration 29Q: 3 clusters Score -459363.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -459365.187500 Penalty: 2911.399902
	Iteration 30Q: 3 clusters Score -459365.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -459365.250000 Penalty: 2911.399902
	Iteration 31Q: 3 clusters Score -459365.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -459365.875000 Penalty: 2911.399902
	Iteration 32Q: 3 clusters Score -459365.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -459365.687500 Penalty: 2911.399902
	Iteration 33Q: 3 clusters Score -459365.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -459366.062500 Penalty: 2911.399902
	Iteration 34Q: 3 clusters Score -459366.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -459366.062500 Penalty: 2911.399902
	Iteration 35F: 3 clusters Score -459366.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (79326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79326 members 
Entering Unmasked Estep 
Score: -5067298.000000 Penalty: 1833.214722
	Iteration 0F: 2 clusters Score -5067298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -5014283.000000 Penalty: 3666.429443
	Iteration 0F: 3 clusters Score -5014283 nChanged 37639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -5035738.500000 Penalty: 3666.429443
	Iteration 1F: 3 clusters Score -5035738 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -5036390.500000 Penalty: 3666.429443
	Iteration 2Q: 3 clusters Score -5036390 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -5037130.000000 Penalty: 3666.429443
	Iteration 3Q: 3 clusters Score -5037130 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -5038143.500000 Penalty: 3666.429443
	Iteration 4Q: 3 clusters Score -5038144 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -5039462.500000 Penalty: 3666.429443
	Iteration 5Q: 3 clusters Score -5039462 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -5041394.500000 Penalty: 3666.429443
	Iteration 6F: 3 clusters Score -5041394 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -5044128.500000 Penalty: 3666.429443
	Iteration 7F: 3 clusters Score -5044128 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58919 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -5048021.500000 Penalty: 3666.429443
	Iteration 8F: 3 clusters Score -5048022 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64691 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -5053133.000000 Penalty: 3666.429443
	Iteration 9F: 3 clusters Score -5053133 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69793 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -5058142.500000 Penalty: 3666.429443
	Iteration 10F: 3 clusters Score -5058142 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73287 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -5062000.500000 Penalty: 3666.429443
	Iteration 11Q: 3 clusters Score -5062000 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75059 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -5064074.500000 Penalty: 3666.429443
	Iteration 12Q: 3 clusters Score -5064074 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -5064989.500000 Penalty: 3666.429443
	Iteration 13Q: 3 clusters Score -5064990 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76368 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -5065436.500000 Penalty: 3666.429443
	Iteration 14Q: 3 clusters Score -5065436 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76662 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -5065637.500000 Penalty: 3666.429443
	Iteration 15Q: 3 clusters Score -5065638 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76893 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5065783.500000 Penalty: 3666.429443
	Iteration 16Q: 3 clusters Score -5065784 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -5065860.500000 Penalty: 3666.429443
	Iteration 17Q: 3 clusters Score -5065860 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77174 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5065896.000000 Penalty: 3666.429443
	Iteration 18Q: 3 clusters Score -5065896 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77278 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5065913.500000 Penalty: 3666.429443
	Iteration 19Q: 3 clusters Score -5065914 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77355 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -5065940.500000 Penalty: 3666.429443
	Iteration 20F: 3 clusters Score -5065940 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77418 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5065981.000000 Penalty: 3666.429443
	Iteration 21Q: 3 clusters Score -5065981 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5065987.000000 Penalty: 3666.429443
	Iteration 22Q: 3 clusters Score -5065987 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77515 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5066009.500000 Penalty: 3666.429443
	Iteration 23Q: 3 clusters Score -5066010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77553 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -5066034.500000 Penalty: 3666.429443
	Iteration 24Q: 3 clusters Score -5066034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77587 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5066039.500000 Penalty: 3666.429443
	Iteration 25Q: 3 clusters Score -5066040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77619 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5066045.000000 Penalty: 3666.429443
	Iteration 26Q: 3 clusters Score -5066045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77645 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5066050.000000 Penalty: 3666.429443
	Iteration 27Q: 3 clusters Score -5066050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77666 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5066061.500000 Penalty: 3666.429443
	Iteration 28Q: 3 clusters Score -5066062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77688 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5066062.000000 Penalty: 3666.429443
	Iteration 29Q: 3 clusters Score -5066062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77705 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5066058.500000 Penalty: 3666.429443
	Iteration 30Q: 3 clusters Score -5066058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77719 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5066064.000000 Penalty: 3666.429443
	Iteration 31Q: 3 clusters Score -5066064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77739 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5066072.000000 Penalty: 3666.429443
	Iteration 32Q: 3 clusters Score -5066072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77759 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5066075.000000 Penalty: 3666.429443
	Iteration 33Q: 3 clusters Score -5066075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77778 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5066069.000000 Penalty: 3666.429443
	Iteration 34Q: 3 clusters Score -5066069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77799 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5066078.500000 Penalty: 3666.429443
	Iteration 35Q: 3 clusters Score -5066078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77816 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5066076.000000 Penalty: 3666.429443
	Iteration 36Q: 3 clusters Score -5066076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77829 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5066075.500000 Penalty: 3666.429443
	Iteration 37Q: 3 clusters Score -5066076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77832 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5066084.500000 Penalty: 3666.429443
	Iteration 38Q: 3 clusters Score -5066084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77836 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5066085.500000 Penalty: 3666.429443
	Iteration 39Q: 3 clusters Score -5066086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77841 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5066090.000000 Penalty: 3666.429443
	Iteration 40F: 3 clusters Score -5066090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77849 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5066091.000000 Penalty: 3666.429443
	Iteration 41Q: 3 clusters Score -5066091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77853 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5066093.000000 Penalty: 3666.429443
	Iteration 42Q: 3 clusters Score -5066093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77853 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5066096.500000 Penalty: 3666.429443
	Iteration 43Q: 3 clusters Score -5066096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5066096.500000 Penalty: 3666.429443
	Iteration 44Q: 3 clusters Score -5066096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5066096.500000 Penalty: 3666.429443
	Iteration 45F: 3 clusters Score -5066096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Entering Unmasked Estep 
Score: -787757.562500 Penalty: 1540.236938
	Iteration 0F: 2 clusters Score -787757.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -778589.250000 Penalty: 3080.473877
	Iteration 0F: 3 clusters Score -778589.2 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -781897.625000 Penalty: 3080.473877
	Iteration 1F: 3 clusters Score -781897.6 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -782444.187500 Penalty: 3080.473877
	Iteration 2F: 3 clusters Score -782444.2 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -783102.250000 Penalty: 3080.473877
	Iteration 3F: 3 clusters Score -783102.2 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -783987.625000 Penalty: 3080.473877
	Iteration 4F: 3 clusters Score -783987.6 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -784930.250000 Penalty: 3080.473877
	Iteration 5F: 3 clusters Score -784930.2 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -785776.812500 Penalty: 3080.473877
	Iteration 6F: 3 clusters Score -785776.8 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -786427.937500 Penalty: 3080.473877
	Iteration 7F: 3 clusters Score -786427.9 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -786919.750000 Penalty: 3080.473877
	Iteration 8F: 3 clusters Score -786919.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -787298.187500 Penalty: 3080.473877
	Iteration 9Q: 3 clusters Score -787298.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -787598.500000 Penalty: 3080.473877
	Iteration 10Q: 3 clusters Score -787598.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -787818.687500 Penalty: 3080.473877
	Iteration 11Q: 3 clusters Score -787818.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -787958.000000 Penalty: 3080.473877
	Iteration 12Q: 3 clusters Score -787958 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -788036.125000 Penalty: 3080.473877
	Iteration 13Q: 3 clusters Score -788036.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -788090.625000 Penalty: 3080.473877
	Iteration 14Q: 3 clusters Score -788090.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -788129.625000 Penalty: 3080.473877
	Iteration 15Q: 3 clusters Score -788129.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -788147.437500 Penalty: 3080.473877
	Iteration 16Q: 3 clusters Score -788147.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -788165.125000 Penalty: 3080.473877
	Iteration 17Q: 3 clusters Score -788165.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -788180.500000 Penalty: 3080.473877
	Iteration 18Q: 3 clusters Score -788180.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -788188.750000 Penalty: 3080.473877
	Iteration 19Q: 3 clusters Score -788188.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -788196.312500 Penalty: 3080.473877
	Iteration 20F: 3 clusters Score -788196.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -788200.250000 Penalty: 3080.473877
	Iteration 21Q: 3 clusters Score -788200.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -788207.937500 Penalty: 3080.473877
	Iteration 22Q: 3 clusters Score -788207.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -788207.312500 Penalty: 3080.473877
	Iteration 23Q: 3 clusters Score -788207.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -788209.500000 Penalty: 3080.473877
	Iteration 24Q: 3 clusters Score -788209.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -788213.312500 Penalty: 3080.473877
	Iteration 25Q: 3 clusters Score -788213.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -788213.500000 Penalty: 3080.473877
	Iteration 26Q: 3 clusters Score -788213.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -788213.500000 Penalty: 3080.473877
	Iteration 27F: 3 clusters Score -788213.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 4138 members 
Mstep: Class 3 contains 14883 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 88740 members 
Mstep: Class 6 contains 13595 members 
Mstep: Class 7 contains 7771 members 
Mstep: Class 9 contains 79326 members 
Mstep: Class 10 contains 1854 members 
Mstep: Class 11 contains 4771 members 
Mstep: Class 12 contains 14010 members 
Mstep: Class 13 contains 16676 members 
Mstep: Class 14 contains 54000 members 
Mstep: Class 15 contains 3306 members 
Mstep: Class 16 contains 3108 members 
Mstep: Class 17 contains 5843 members 
Mstep: Class 18 contains 25900 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 5557 members 
Entering Unmasked Estep 
Score: -21324912.000000 Penalty: 39499.203125
Splitting cluster 10 changes total score from -21324928.000000 to -21324912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (4771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Entering Unmasked Estep 
Score: -301270.625000 Penalty: 1376.425537
	Iteration 0F: 2 clusters Score -301270.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -297443.625000 Penalty: 2752.851074
	Iteration 0F: 3 clusters Score -297443.6 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -298432.625000 Penalty: 2752.851074
	Iteration 1F: 3 clusters Score -298432.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -298585.187500 Penalty: 2752.851074
	Iteration 2F: 3 clusters Score -298585.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -298700.500000 Penalty: 2752.851074
	Iteration 3Q: 3 clusters Score -298700.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -298802.812500 Penalty: 2752.851074
	Iteration 4Q: 3 clusters Score -298802.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -298882.468750 Penalty: 2752.851074
	Iteration 5Q: 3 clusters Score -298882.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -298950.593750 Penalty: 2752.851074
	Iteration 6Q: 3 clusters Score -298950.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -299009.937500 Penalty: 2752.851074
	Iteration 7Q: 3 clusters Score -299009.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -299084.593750 Penalty: 2752.851074
	Iteration 8Q: 3 clusters Score -299084.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -299159.000000 Penalty: 2752.851074
	Iteration 9Q: 3 clusters Score -299159 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -299242.468750 Penalty: 2752.851074
	Iteration 10Q: 3 clusters Score -299242.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -299354.875000 Penalty: 2752.851074
	Iteration 11Q: 3 clusters Score -299354.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -299483.437500 Penalty: 2752.851074
	Iteration 12Q: 3 clusters Score -299483.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -299589.968750 Penalty: 2752.851074
	Iteration 13Q: 3 clusters Score -299590 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -299710.687500 Penalty: 2752.851074
	Iteration 14Q: 3 clusters Score -299710.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -299844.593750 Penalty: 2752.851074
	Iteration 15Q: 3 clusters Score -299844.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -299989.406250 Penalty: 2752.851074
	Iteration 16Q: 3 clusters Score -299989.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -300132.093750 Penalty: 2752.851074
	Iteration 17Q: 3 clusters Score -300132.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -300243.843750 Penalty: 2752.851074
	Iteration 18Q: 3 clusters Score -300243.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -300331.125000 Penalty: 2752.851074
	Iteration 19Q: 3 clusters Score -300331.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -300397.625000 Penalty: 2752.851074
	Iteration 20F: 3 clusters Score -300397.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -300454.437500 Penalty: 2752.851074
	Iteration 21Q: 3 clusters Score -300454.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -300497.312500 Penalty: 2752.851074
	Iteration 22Q: 3 clusters Score -300497.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -300518.281250 Penalty: 2752.851074
	Iteration 23Q: 3 clusters Score -300518.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -300528.281250 Penalty: 2752.851074
	Iteration 24Q: 3 clusters Score -300528.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -300533.656250 Penalty: 2752.851074
	Iteration 25Q: 3 clusters Score -300533.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -300539.250000 Penalty: 2752.851074
	Iteration 26Q: 3 clusters Score -300539.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -300539.250000 Penalty: 2752.851074
	Iteration 27F: 3 clusters Score -300539.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Entering Unmasked Estep 
Score: -829219.125000 Penalty: 1551.473022
	Iteration 0F: 2 clusters Score -829219.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -819537.187500 Penalty: 3102.946045
	Iteration 0F: 3 clusters Score -819537.2 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -823351.375000 Penalty: 3102.946045
	Iteration 1F: 3 clusters Score -823351.4 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -824244.500000 Penalty: 3102.946045
	Iteration 2F: 3 clusters Score -824244.5 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -825142.500000 Penalty: 3102.946045
	Iteration 3F: 3 clusters Score -825142.5 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -825874.500000 Penalty: 3102.946045
	Iteration 4F: 3 clusters Score -825874.5 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -826527.500000 Penalty: 3102.946045
	Iteration 5F: 3 clusters Score -826527.5 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -827139.000000 Penalty: 3102.946045
	Iteration 6F: 3 clusters Score -827139 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -827740.812500 Penalty: 3102.946045
	Iteration 7F: 3 clusters Score -827740.8 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -828300.625000 Penalty: 3102.946045
	Iteration 8F: 3 clusters Score -828300.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -828762.250000 Penalty: 3102.946045
	Iteration 9Q: 3 clusters Score -828762.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -829149.875000 Penalty: 3102.946045
	Iteration 10Q: 3 clusters Score -829149.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -829399.250000 Penalty: 3102.946045
	Iteration 11Q: 3 clusters Score -829399.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -829543.250000 Penalty: 3102.946045
	Iteration 12Q: 3 clusters Score -829543.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -829644.187500 Penalty: 3102.946045
	Iteration 13Q: 3 clusters Score -829644.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -829692.750000 Penalty: 3102.946045
	Iteration 14Q: 3 clusters Score -829692.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -829731.875000 Penalty: 3102.946045
	Iteration 15Q: 3 clusters Score -829731.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -829761.875000 Penalty: 3102.946045
	Iteration 16Q: 3 clusters Score -829761.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -829774.187500 Penalty: 3102.946045
	Iteration 17Q: 3 clusters Score -829774.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -829810.125000 Penalty: 3102.946045
	Iteration 18Q: 3 clusters Score -829810.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -829837.812500 Penalty: 3102.946045
	Iteration 19Q: 3 clusters Score -829837.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -829947.187500 Penalty: 3102.946045
	Iteration 20F: 3 clusters Score -829947.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -830103.375000 Penalty: 3102.946045
	Iteration 21Q: 3 clusters Score -830103.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -830142.812500 Penalty: 3102.946045
	Iteration 22Q: 3 clusters Score -830142.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -830155.875000 Penalty: 3102.946045
	Iteration 23Q: 3 clusters Score -830155.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -830164.437500 Penalty: 3102.946045
	Iteration 24Q: 3 clusters Score -830164.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -830166.375000 Penalty: 3102.946045
	Iteration 25Q: 3 clusters Score -830166.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -830167.875000 Penalty: 3102.946045
	Iteration 26Q: 3 clusters Score -830167.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -830166.375000 Penalty: 3102.946045
	Iteration 27Q: 3 clusters Score -830166.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -830168.812500 Penalty: 3102.946045
	Iteration 28Q: 3 clusters Score -830168.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -830167.625000 Penalty: 3102.946045
	Iteration 29Q: 3 clusters Score -830167.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -830169.500000 Penalty: 3102.946045
	Iteration 30Q: 3 clusters Score -830169.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -830170.687500 Penalty: 3102.946045
	Iteration 31Q: 3 clusters Score -830170.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -830171.562500 Penalty: 3102.946045
	Iteration 32Q: 3 clusters Score -830171.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -830174.187500 Penalty: 3102.946045
	Iteration 33Q: 3 clusters Score -830174.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -830175.250000 Penalty: 3102.946045
	Iteration 34Q: 3 clusters Score -830175.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -830174.375000 Penalty: 3102.946045
	Iteration 35Q: 3 clusters Score -830174.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -830174.375000 Penalty: 3102.946045
	Iteration 36F: 3 clusters Score -830174.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4138 members 
Mstep: Class 3 contains 14883 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 88740 members 
Mstep: Class 6 contains 13595 members 
Mstep: Class 7 contains 7771 members 
Mstep: Class 9 contains 79326 members 
Mstep: Class 10 contains 13074 members 
Mstep: Class 11 contains 4771 members 
Mstep: Class 12 contains 13288 members 
Mstep: Class 13 contains 16676 members 
Mstep: Class 14 contains 54000 members 
Mstep: Class 15 contains 3306 members 
Mstep: Class 16 contains 3108 members 
Mstep: Class 17 contains 5843 members 
Mstep: Class 18 contains 25900 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 5557 members 
Entering Unmasked Estep 
Score: -21325434.000000 Penalty: 39499.203125
Splitting cluster 12 changes total score from -21324928.000000 to -21325434.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 13 (16676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Entering Unmasked Estep 
Score: -1000027.750000 Penalty: 1579.780396
	Iteration 0F: 2 clusters Score -1000028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -988673.500000 Penalty: 3159.560791
	Iteration 0F: 3 clusters Score -988673.5 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -992798.375000 Penalty: 3159.560791
	Iteration 1F: 3 clusters Score -992798.4 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -993414.937500 Penalty: 3159.560791
	Iteration 2F: 3 clusters Score -993414.9 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -994249.687500 Penalty: 3159.560791
	Iteration 3F: 3 clusters Score -994249.7 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -995217.625000 Penalty: 3159.560791
	Iteration 4F: 3 clusters Score -995217.6 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -996146.625000 Penalty: 3159.560791
	Iteration 5F: 3 clusters Score -996146.6 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -996979.250000 Penalty: 3159.560791
	Iteration 6F: 3 clusters Score -996979.2 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -997541.375000 Penalty: 3159.560791
	Iteration 7F: 3 clusters Score -997541.4 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -997879.375000 Penalty: 3159.560791
	Iteration 8Q: 3 clusters Score -997879.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -998096.750000 Penalty: 3159.560791
	Iteration 9Q: 3 clusters Score -998096.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -998265.437500 Penalty: 3159.560791
	Iteration 10Q: 3 clusters Score -998265.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -998392.312500 Penalty: 3159.560791
	Iteration 11Q: 3 clusters Score -998392.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -998483.937500 Penalty: 3159.560791
	Iteration 12Q: 3 clusters Score -998483.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -998560.250000 Penalty: 3159.560791
	Iteration 13Q: 3 clusters Score -998560.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -998637.625000 Penalty: 3159.560791
	Iteration 14Q: 3 clusters Score -998637.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -998704.625000 Penalty: 3159.560791
	Iteration 15Q: 3 clusters Score -998704.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -998765.562500 Penalty: 3159.560791
	Iteration 16Q: 3 clusters Score -998765.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -998804.750000 Penalty: 3159.560791
	Iteration 17Q: 3 clusters Score -998804.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -998825.312500 Penalty: 3159.560791
	Iteration 18Q: 3 clusters Score -998825.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -998842.937500 Penalty: 3159.560791
	Iteration 19Q: 3 clusters Score -998842.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -998867.437500 Penalty: 3159.560791
	Iteration 20F: 3 clusters Score -998867.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -998887.187500 Penalty: 3159.560791
	Iteration 21Q: 3 clusters Score -998887.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -998911.875000 Penalty: 3159.560791
	Iteration 22Q: 3 clusters Score -998911.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -998940.312500 Penalty: 3159.560791
	Iteration 23Q: 3 clusters Score -998940.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -998971.500000 Penalty: 3159.560791
	Iteration 24Q: 3 clusters Score -998971.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -998994.250000 Penalty: 3159.560791
	Iteration 25Q: 3 clusters Score -998994.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -999022.687500 Penalty: 3159.560791
	Iteration 26Q: 3 clusters Score -999022.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -999044.375000 Penalty: 3159.560791
	Iteration 27Q: 3 clusters Score -999044.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -999064.187500 Penalty: 3159.560791
	Iteration 28Q: 3 clusters Score -999064.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -999082.625000 Penalty: 3159.560791
	Iteration 29Q: 3 clusters Score -999082.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -999099.812500 Penalty: 3159.560791
	Iteration 30Q: 3 clusters Score -999099.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -999115.375000 Penalty: 3159.560791
	Iteration 31Q: 3 clusters Score -999115.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -999127.625000 Penalty: 3159.560791
	Iteration 32Q: 3 clusters Score -999127.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -999146.000000 Penalty: 3159.560791
	Iteration 33Q: 3 clusters Score -999146 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -999156.875000 Penalty: 3159.560791
	Iteration 34Q: 3 clusters Score -999156.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -999172.687500 Penalty: 3159.560791
	Iteration 35Q: 3 clusters Score -999172.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -999183.062500 Penalty: 3159.560791
	Iteration 36Q: 3 clusters Score -999183.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -999201.062500 Penalty: 3159.560791
	Iteration 37Q: 3 clusters Score -999201.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -999217.000000 Penalty: 3159.560791
	Iteration 38Q: 3 clusters Score -999217 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -999231.875000 Penalty: 3159.560791
	Iteration 39Q: 3 clusters Score -999231.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -999244.875000 Penalty: 3159.560791
	Iteration 40F: 3 clusters Score -999244.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -999254.375000 Penalty: 3159.560791
	Iteration 41Q: 3 clusters Score -999254.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -999263.312500 Penalty: 3159.560791
	Iteration 42Q: 3 clusters Score -999263.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -999271.875000 Penalty: 3159.560791
	Iteration 43Q: 3 clusters Score -999271.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -999280.500000 Penalty: 3159.560791
	Iteration 44Q: 3 clusters Score -999280.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -999289.500000 Penalty: 3159.560791
	Iteration 45Q: 3 clusters Score -999289.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -999299.000000 Penalty: 3159.560791
	Iteration 46Q: 3 clusters Score -999299 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -999307.125000 Penalty: 3159.560791
	Iteration 47Q: 3 clusters Score -999307.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -999315.437500 Penalty: 3159.560791
	Iteration 48Q: 3 clusters Score -999315.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -999318.562500 Penalty: 3159.560791
	Iteration 49Q: 3 clusters Score -999318.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -999319.812500 Penalty: 3159.560791
	Iteration 50Q: 3 clusters Score -999319.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -999322.062500 Penalty: 3159.560791
	Iteration 51Q: 3 clusters Score -999322.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -999323.000000 Penalty: 3159.560791
	Iteration 52Q: 3 clusters Score -999323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -999322.625000 Penalty: 3159.560791
	Iteration 53Q: 3 clusters Score -999322.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -999325.562500 Penalty: 3159.560791
	Iteration 54Q: 3 clusters Score -999325.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -999324.750000 Penalty: 3159.560791
	Iteration 55Q: 3 clusters Score -999324.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -999329.250000 Penalty: 3159.560791
	Iteration 56Q: 3 clusters Score -999329.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -999331.750000 Penalty: 3159.560791
	Iteration 57Q: 3 clusters Score -999331.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -999331.562500 Penalty: 3159.560791
	Iteration 58Q: 3 clusters Score -999331.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -999334.312500 Penalty: 3159.560791
	Iteration 59Q: 3 clusters Score -999334.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -999336.562500 Penalty: 3159.560791
	Iteration 60F: 3 clusters Score -999336.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -999339.625000 Penalty: 3159.560791
	Iteration 61Q: 3 clusters Score -999339.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -999340.562500 Penalty: 3159.560791
	Iteration 62Q: 3 clusters Score -999340.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -999341.437500 Penalty: 3159.560791
	Iteration 63Q: 3 clusters Score -999341.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -999341.625000 Penalty: 3159.560791
	Iteration 64Q: 3 clusters Score -999341.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -999343.750000 Penalty: 3159.560791
	Iteration 65Q: 3 clusters Score -999343.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -999341.687500 Penalty: 3159.560791
	Iteration 66Q: 3 clusters Score -999341.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -999342.875000 Penalty: 3159.560791
	Iteration 67Q: 3 clusters Score -999342.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -999343.437500 Penalty: 3159.560791
	Iteration 68Q: 3 clusters Score -999343.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -999344.187500 Penalty: 3159.560791
	Iteration 69Q: 3 clusters Score -999344.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -999343.625000 Penalty: 3159.560791
	Iteration 70Q: 3 clusters Score -999343.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -999343.625000 Penalty: 3159.560791
	Iteration 71Q: 3 clusters Score -999343.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -999342.562500 Penalty: 3159.560791
	Iteration 72Q: 3 clusters Score -999342.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -999342.562500 Penalty: 3159.560791
	Iteration 73F: 3 clusters Score -999342.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (54000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54000 members 
Entering Unmasked Estep 
Score: -3301110.750000 Penalty: 1770.720093
	Iteration 0F: 2 clusters Score -3301111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3264925.000000 Penalty: 3541.440186
	Iteration 0F: 3 clusters Score -3264925 nChanged 25479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -3279522.250000 Penalty: 3541.440186
	Iteration 1F: 3 clusters Score -3279522 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -3280102.000000 Penalty: 3541.440186
	Iteration 2Q: 3 clusters Score -3280102 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3280777.250000 Penalty: 3541.440186
	Iteration 3Q: 3 clusters Score -3280777 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -3281693.750000 Penalty: 3541.440186
	Iteration 4Q: 3 clusters Score -3281694 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -3283063.000000 Penalty: 3541.440186
	Iteration 5F: 3 clusters Score -3283063 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -3285036.750000 Penalty: 3541.440186
	Iteration 6F: 3 clusters Score -3285037 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -3287843.250000 Penalty: 3541.440186
	Iteration 7F: 3 clusters Score -3287843 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -3291320.000000 Penalty: 3541.440186
	Iteration 8F: 3 clusters Score -3291320 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48209 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -3294625.250000 Penalty: 3541.440186
	Iteration 9F: 3 clusters Score -3294625 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50830 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3297100.000000 Penalty: 3541.440186
	Iteration 10Q: 3 clusters Score -3297100 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3298426.750000 Penalty: 3541.440186
	Iteration 11Q: 3 clusters Score -3298427 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53056 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3299060.500000 Penalty: 3541.440186
	Iteration 12Q: 3 clusters Score -3299060 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53368 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3299332.000000 Penalty: 3541.440186
	Iteration 13Q: 3 clusters Score -3299332 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53508 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3299467.750000 Penalty: 3541.440186
	Iteration 14Q: 3 clusters Score -3299468 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3299558.000000 Penalty: 3541.440186
	Iteration 15Q: 3 clusters Score -3299558 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3299588.000000 Penalty: 3541.440186
	Iteration 16Q: 3 clusters Score -3299588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53635 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3299614.250000 Penalty: 3541.440186
	Iteration 17Q: 3 clusters Score -3299614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53645 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3299624.000000 Penalty: 3541.440186
	Iteration 18Q: 3 clusters Score -3299624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3299633.250000 Penalty: 3541.440186
	Iteration 19Q: 3 clusters Score -3299633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3299641.000000 Penalty: 3541.440186
	Iteration 20F: 3 clusters Score -3299641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3299645.750000 Penalty: 3541.440186
	Iteration 21Q: 3 clusters Score -3299646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3299644.500000 Penalty: 3541.440186
	Iteration 22Q: 3 clusters Score -3299644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3299650.250000 Penalty: 3541.440186
	Iteration 23Q: 3 clusters Score -3299650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3299653.750000 Penalty: 3541.440186
	Iteration 24Q: 3 clusters Score -3299654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53666 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3299657.000000 Penalty: 3541.440186
	Iteration 25Q: 3 clusters Score -3299657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3299658.250000 Penalty: 3541.440186
	Iteration 26Q: 3 clusters Score -3299658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53668 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3299662.500000 Penalty: 3541.440186
	Iteration 27Q: 3 clusters Score -3299662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3299665.250000 Penalty: 3541.440186
	Iteration 28Q: 3 clusters Score -3299665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3299665.250000 Penalty: 3541.440186
	Iteration 29F: 3 clusters Score -3299665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Entering Unmasked Estep 
Score: -211065.343750 Penalty: 1316.817871
	Iteration 0F: 2 clusters Score -211065.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -208148.062500 Penalty: 2633.635742
	Iteration 0F: 3 clusters Score -208148.1 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -208845.875000 Penalty: 2633.635742
	Iteration 1F: 3 clusters Score -208845.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -208973.609375 Penalty: 2633.635742
	Iteration 2F: 3 clusters Score -208973.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -209046.875000 Penalty: 2633.635742
	Iteration 3Q: 3 clusters Score -209046.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -209093.953125 Penalty: 2633.635742
	Iteration 4Q: 3 clusters Score -209094 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -209134.046875 Penalty: 2633.635742
	Iteration 5Q: 3 clusters Score -209134 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -209165.968750 Penalty: 2633.635742
	Iteration 6Q: 3 clusters Score -209166 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -209196.140625 Penalty: 2633.635742
	Iteration 7Q: 3 clusters Score -209196.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -209218.250000 Penalty: 2633.635742
	Iteration 8Q: 3 clusters Score -209218.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -209234.640625 Penalty: 2633.635742
	Iteration 9Q: 3 clusters Score -209234.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -209245.765625 Penalty: 2633.635742
	Iteration 10Q: 3 clusters Score -209245.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -209260.984375 Penalty: 2633.635742
	Iteration 11Q: 3 clusters Score -209261 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -209279.015625 Penalty: 2633.635742
	Iteration 12Q: 3 clusters Score -209279 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -209295.671875 Penalty: 2633.635742
	Iteration 13Q: 3 clusters Score -209295.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -209309.359375 Penalty: 2633.635742
	Iteration 14Q: 3 clusters Score -209309.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -209323.421875 Penalty: 2633.635742
	Iteration 15Q: 3 clusters Score -209323.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -209335.187500 Penalty: 2633.635742
	Iteration 16Q: 3 clusters Score -209335.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -209344.265625 Penalty: 2633.635742
	Iteration 17Q: 3 clusters Score -209344.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -209353.031250 Penalty: 2633.635742
	Iteration 18Q: 3 clusters Score -209353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -209362.484375 Penalty: 2633.635742
	Iteration 19Q: 3 clusters Score -209362.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -209370.578125 Penalty: 2633.635742
	Iteration 20F: 3 clusters Score -209370.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -209386.343750 Penalty: 2633.635742
	Iteration 21Q: 3 clusters Score -209386.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -209399.671875 Penalty: 2633.635742
	Iteration 22Q: 3 clusters Score -209399.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -209414.156250 Penalty: 2633.635742
	Iteration 23Q: 3 clusters Score -209414.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -209425.343750 Penalty: 2633.635742
	Iteration 24Q: 3 clusters Score -209425.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -209435.906250 Penalty: 2633.635742
	Iteration 25Q: 3 clusters Score -209435.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -209449.562500 Penalty: 2633.635742
	Iteration 26Q: 3 clusters Score -209449.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -209475.328125 Penalty: 2633.635742
	Iteration 27Q: 3 clusters Score -209475.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -209504.125000 Penalty: 2633.635742
	Iteration 28Q: 3 clusters Score -209504.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -209532.843750 Penalty: 2633.635742
	Iteration 29Q: 3 clusters Score -209532.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -209565.359375 Penalty: 2633.635742
	Iteration 30Q: 3 clusters Score -209565.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -209591.187500 Penalty: 2633.635742
	Iteration 31Q: 3 clusters Score -209591.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -209612.046875 Penalty: 2633.635742
	Iteration 32Q: 3 clusters Score -209612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -209627.921875 Penalty: 2633.635742
	Iteration 33Q: 3 clusters Score -209627.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -209642.015625 Penalty: 2633.635742
	Iteration 34Q: 3 clusters Score -209642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -209656.328125 Penalty: 2633.635742
	Iteration 35Q: 3 clusters Score -209656.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -209668.046875 Penalty: 2633.635742
	Iteration 36Q: 3 clusters Score -209668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -209688.140625 Penalty: 2633.635742
	Iteration 37Q: 3 clusters Score -209688.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -209707.250000 Penalty: 2633.635742
	Iteration 38Q: 3 clusters Score -209707.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -209723.765625 Penalty: 2633.635742
	Iteration 39Q: 3 clusters Score -209723.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -209736.890625 Penalty: 2633.635742
	Iteration 40F: 3 clusters Score -209736.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -209748.531250 Penalty: 2633.635742
	Iteration 41Q: 3 clusters Score -209748.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -209766.203125 Penalty: 2633.635742
	Iteration 42Q: 3 clusters Score -209766.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -209788.515625 Penalty: 2633.635742
	Iteration 43Q: 3 clusters Score -209788.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -209811.093750 Penalty: 2633.635742
	Iteration 44Q: 3 clusters Score -209811.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -209837.250000 Penalty: 2633.635742
	Iteration 45Q: 3 clusters Score -209837.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -209874.437500 Penalty: 2633.635742
	Iteration 46Q: 3 clusters Score -209874.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -209898.359375 Penalty: 2633.635742
	Iteration 47Q: 3 clusters Score -209898.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -209911.515625 Penalty: 2633.635742
	Iteration 48Q: 3 clusters Score -209911.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -209920.890625 Penalty: 2633.635742
	Iteration 49Q: 3 clusters Score -209920.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -209931.968750 Penalty: 2633.635742
	Iteration 50Q: 3 clusters Score -209932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -209939.140625 Penalty: 2633.635742
	Iteration 51Q: 3 clusters Score -209939.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -209941.750000 Penalty: 2633.635742
	Iteration 52Q: 3 clusters Score -209941.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -209944.375000 Penalty: 2633.635742
	Iteration 53Q: 3 clusters Score -209944.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -209946.687500 Penalty: 2633.635742
	Iteration 54Q: 3 clusters Score -209946.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -209950.343750 Penalty: 2633.635742
	Iteration 55Q: 3 clusters Score -209950.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -209957.468750 Penalty: 2633.635742
	Iteration 56Q: 3 clusters Score -209957.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -209961.750000 Penalty: 2633.635742
	Iteration 57Q: 3 clusters Score -209961.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -209967.703125 Penalty: 2633.635742
	Iteration 58Q: 3 clusters Score -209967.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -209973.531250 Penalty: 2633.635742
	Iteration 59Q: 3 clusters Score -209973.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -209975.656250 Penalty: 2633.635742
	Iteration 60F: 3 clusters Score -209975.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -209982.734375 Penalty: 2633.635742
	Iteration 61Q: 3 clusters Score -209982.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -209987.703125 Penalty: 2633.635742
	Iteration 62Q: 3 clusters Score -209987.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -209991.875000 Penalty: 2633.635742
	Iteration 63Q: 3 clusters Score -209991.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -209992.343750 Penalty: 2633.635742
	Iteration 64Q: 3 clusters Score -209992.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -209992.343750 Penalty: 2633.635742
	Iteration 65F: 3 clusters Score -209992.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Entering Unmasked Estep 
Score: -165135.828125 Penalty: 1306.781860
	Iteration 0F: 2 clusters Score -165135.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -162412.500000 Penalty: 2613.563721
	Iteration 0F: 3 clusters Score -162412.5 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -163188.937500 Penalty: 2613.563721
	Iteration 1F: 3 clusters Score -163188.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -163434.859375 Penalty: 2613.563721
	Iteration 2F: 3 clusters Score -163434.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -163606.859375 Penalty: 2613.563721
	Iteration 3F: 3 clusters Score -163606.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -163771.328125 Penalty: 2613.563721
	Iteration 4F: 3 clusters Score -163771.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -163890.796875 Penalty: 2613.563721
	Iteration 5Q: 3 clusters Score -163890.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -163982.468750 Penalty: 2613.563721
	Iteration 6Q: 3 clusters Score -163982.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -164051.578125 Penalty: 2613.563721
	Iteration 7Q: 3 clusters Score -164051.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -164101.812500 Penalty: 2613.563721
	Iteration 8Q: 3 clusters Score -164101.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -164135.625000 Penalty: 2613.563721
	Iteration 9Q: 3 clusters Score -164135.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -164159.296875 Penalty: 2613.563721
	Iteration 10Q: 3 clusters Score -164159.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -164175.218750 Penalty: 2613.563721
	Iteration 11Q: 3 clusters Score -164175.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -164188.218750 Penalty: 2613.563721
	Iteration 12Q: 3 clusters Score -164188.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -164200.265625 Penalty: 2613.563721
	Iteration 13Q: 3 clusters Score -164200.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -164211.671875 Penalty: 2613.563721
	Iteration 14Q: 3 clusters Score -164211.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -164225.031250 Penalty: 2613.563721
	Iteration 15Q: 3 clusters Score -164225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -164239.781250 Penalty: 2613.563721
	Iteration 16Q: 3 clusters Score -164239.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -164257.859375 Penalty: 2613.563721
	Iteration 17Q: 3 clusters Score -164257.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -164276.890625 Penalty: 2613.563721
	Iteration 18Q: 3 clusters Score -164276.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -164295.890625 Penalty: 2613.563721
	Iteration 19Q: 3 clusters Score -164295.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -164311.453125 Penalty: 2613.563721
	Iteration 20F: 3 clusters Score -164311.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -164321.625000 Penalty: 2613.563721
	Iteration 21Q: 3 clusters Score -164321.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -164329.234375 Penalty: 2613.563721
	Iteration 22Q: 3 clusters Score -164329.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -164338.078125 Penalty: 2613.563721
	Iteration 23Q: 3 clusters Score -164338.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -164348.218750 Penalty: 2613.563721
	Iteration 24Q: 3 clusters Score -164348.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -164356.187500 Penalty: 2613.563721
	Iteration 25Q: 3 clusters Score -164356.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -164367.296875 Penalty: 2613.563721
	Iteration 26Q: 3 clusters Score -164367.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -164379.531250 Penalty: 2613.563721
	Iteration 27Q: 3 clusters Score -164379.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -164390.125000 Penalty: 2613.563721
	Iteration 28Q: 3 clusters Score -164390.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -164401.921875 Penalty: 2613.563721
	Iteration 29Q: 3 clusters Score -164401.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -164419.546875 Penalty: 2613.563721
	Iteration 30Q: 3 clusters Score -164419.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -164439.546875 Penalty: 2613.563721
	Iteration 31Q: 3 clusters Score -164439.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -164462.265625 Penalty: 2613.563721
	Iteration 32Q: 3 clusters Score -164462.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -164478.640625 Penalty: 2613.563721
	Iteration 33Q: 3 clusters Score -164478.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -164492.890625 Penalty: 2613.563721
	Iteration 34Q: 3 clusters Score -164492.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -164505.625000 Penalty: 2613.563721
	Iteration 35Q: 3 clusters Score -164505.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -164512.359375 Penalty: 2613.563721
	Iteration 36Q: 3 clusters Score -164512.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -164515.343750 Penalty: 2613.563721
	Iteration 37Q: 3 clusters Score -164515.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -164518.812500 Penalty: 2613.563721
	Iteration 38Q: 3 clusters Score -164518.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -164520.125000 Penalty: 2613.563721
	Iteration 39Q: 3 clusters Score -164520.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -164520.859375 Penalty: 2613.563721
	Iteration 40F: 3 clusters Score -164520.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -164521.218750 Penalty: 2613.563721
	Iteration 41Q: 3 clusters Score -164521.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -164521.640625 Penalty: 2613.563721
	Iteration 42Q: 3 clusters Score -164521.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -164523.859375 Penalty: 2613.563721
	Iteration 43Q: 3 clusters Score -164523.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -164526.156250 Penalty: 2613.563721
	Iteration 44Q: 3 clusters Score -164526.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -164527.718750 Penalty: 2613.563721
	Iteration 45Q: 3 clusters Score -164527.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -164527.687500 Penalty: 2613.563721
	Iteration 46Q: 3 clusters Score -164527.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -164528.968750 Penalty: 2613.563721
	Iteration 47Q: 3 clusters Score -164529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -164528.421875 Penalty: 2613.563721
	Iteration 48Q: 3 clusters Score -164528.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -164528.421875 Penalty: 2613.563721
	Iteration 49F: 3 clusters Score -164528.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Entering Unmasked Estep 
Score: -356038.031250 Penalty: 1409.362427
	Iteration 0F: 2 clusters Score -356038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -351546.187500 Penalty: 2818.724854
	Iteration 0F: 3 clusters Score -351546.2 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -352847.000000 Penalty: 2818.724854
	Iteration 1F: 3 clusters Score -352847 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -353009.093750 Penalty: 2818.724854
	Iteration 2F: 3 clusters Score -353009.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -353121.562500 Penalty: 2818.724854
	Iteration 3Q: 3 clusters Score -353121.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -353202.656250 Penalty: 2818.724854
	Iteration 4Q: 3 clusters Score -353202.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -353277.250000 Penalty: 2818.724854
	Iteration 5Q: 3 clusters Score -353277.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -353343.468750 Penalty: 2818.724854
	Iteration 6Q: 3 clusters Score -353343.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -353400.906250 Penalty: 2818.724854
	Iteration 7Q: 3 clusters Score -353400.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -353461.375000 Penalty: 2818.724854
	Iteration 8Q: 3 clusters Score -353461.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -353515.406250 Penalty: 2818.724854
	Iteration 9Q: 3 clusters Score -353515.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -353559.937500 Penalty: 2818.724854
	Iteration 10Q: 3 clusters Score -353559.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -353596.250000 Penalty: 2818.724854
	Iteration 11Q: 3 clusters Score -353596.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -353637.281250 Penalty: 2818.724854
	Iteration 12Q: 3 clusters Score -353637.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -353685.718750 Penalty: 2818.724854
	Iteration 13Q: 3 clusters Score -353685.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -353744.312500 Penalty: 2818.724854
	Iteration 14Q: 3 clusters Score -353744.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -353809.375000 Penalty: 2818.724854
	Iteration 15Q: 3 clusters Score -353809.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -353889.625000 Penalty: 2818.724854
	Iteration 16Q: 3 clusters Score -353889.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -353977.843750 Penalty: 2818.724854
	Iteration 17Q: 3 clusters Score -353977.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -354082.781250 Penalty: 2818.724854
	Iteration 18Q: 3 clusters Score -354082.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -354176.218750 Penalty: 2818.724854
	Iteration 19Q: 3 clusters Score -354176.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -354244.156250 Penalty: 2818.724854
	Iteration 20F: 3 clusters Score -354244.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -354310.187500 Penalty: 2818.724854
	Iteration 21Q: 3 clusters Score -354310.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -354370.062500 Penalty: 2818.724854
	Iteration 22Q: 3 clusters Score -354370.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -354418.187500 Penalty: 2818.724854
	Iteration 23Q: 3 clusters Score -354418.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -354460.875000 Penalty: 2818.724854
	Iteration 24Q: 3 clusters Score -354460.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -354500.468750 Penalty: 2818.724854
	Iteration 25Q: 3 clusters Score -354500.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -354550.906250 Penalty: 2818.724854
	Iteration 26Q: 3 clusters Score -354550.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -354602.437500 Penalty: 2818.724854
	Iteration 27Q: 3 clusters Score -354602.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -354644.500000 Penalty: 2818.724854
	Iteration 28Q: 3 clusters Score -354644.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -354676.656250 Penalty: 2818.724854
	Iteration 29Q: 3 clusters Score -354676.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -354695.656250 Penalty: 2818.724854
	Iteration 30Q: 3 clusters Score -354695.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -354710.218750 Penalty: 2818.724854
	Iteration 31Q: 3 clusters Score -354710.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -354726.125000 Penalty: 2818.724854
	Iteration 32Q: 3 clusters Score -354726.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -354743.281250 Penalty: 2818.724854
	Iteration 33Q: 3 clusters Score -354743.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -354756.375000 Penalty: 2818.724854
	Iteration 34Q: 3 clusters Score -354756.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -354765.343750 Penalty: 2818.724854
	Iteration 35Q: 3 clusters Score -354765.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -354774.062500 Penalty: 2818.724854
	Iteration 36Q: 3 clusters Score -354774.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -354781.562500 Penalty: 2818.724854
	Iteration 37Q: 3 clusters Score -354781.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -354788.343750 Penalty: 2818.724854
	Iteration 38Q: 3 clusters Score -354788.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -354792.875000 Penalty: 2818.724854
	Iteration 39Q: 3 clusters Score -354792.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -354797.281250 Penalty: 2818.724854
	Iteration 40F: 3 clusters Score -354797.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -354802.187500 Penalty: 2818.724854
	Iteration 41Q: 3 clusters Score -354802.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -354809.062500 Penalty: 2818.724854
	Iteration 42Q: 3 clusters Score -354809.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -354820.375000 Penalty: 2818.724854
	Iteration 43Q: 3 clusters Score -354820.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -354828.562500 Penalty: 2818.724854
	Iteration 44Q: 3 clusters Score -354828.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -354836.312500 Penalty: 2818.724854
	Iteration 45Q: 3 clusters Score -354836.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -354844.937500 Penalty: 2818.724854
	Iteration 46Q: 3 clusters Score -354844.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -354851.343750 Penalty: 2818.724854
	Iteration 47Q: 3 clusters Score -354851.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -354858.875000 Penalty: 2818.724854
	Iteration 48Q: 3 clusters Score -354858.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -354862.343750 Penalty: 2818.724854
	Iteration 49Q: 3 clusters Score -354862.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -354864.250000 Penalty: 2818.724854
	Iteration 50Q: 3 clusters Score -354864.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -354865.781250 Penalty: 2818.724854
	Iteration 51Q: 3 clusters Score -354865.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -354865.781250 Penalty: 2818.724854
	Iteration 52F: 3 clusters Score -354865.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Entering Unmasked Estep 
Score: -1681934.500000 Penalty: 1651.324585
	Iteration 0F: 2 clusters Score -1681934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1664485.375000 Penalty: 3302.649170
	Iteration 0F: 3 clusters Score -1664485 nChanged 11873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1671210.750000 Penalty: 3302.649170
	Iteration 1F: 3 clusters Score -1671211 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1671692.750000 Penalty: 3302.649170
	Iteration 2F: 3 clusters Score -1671693 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1672169.875000 Penalty: 3302.649170
	Iteration 3Q: 3 clusters Score -1672170 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1672659.250000 Penalty: 3302.649170
	Iteration 4Q: 3 clusters Score -1672659 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1673127.500000 Penalty: 3302.649170
	Iteration 5Q: 3 clusters Score -1673128 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1673589.250000 Penalty: 3302.649170
	Iteration 6Q: 3 clusters Score -1673589 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1674082.750000 Penalty: 3302.649170
	Iteration 7Q: 3 clusters Score -1674083 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -1674592.250000 Penalty: 3302.649170
	Iteration 8Q: 3 clusters Score -1674592 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -1675159.625000 Penalty: 3302.649170
	Iteration 9Q: 3 clusters Score -1675160 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -1675726.125000 Penalty: 3302.649170
	Iteration 10Q: 3 clusters Score -1675726 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -1676371.500000 Penalty: 3302.649170
	Iteration 11Q: 3 clusters Score -1676372 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -1677068.250000 Penalty: 3302.649170
	Iteration 12Q: 3 clusters Score -1677068 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -1677791.000000 Penalty: 3302.649170
	Iteration 13Q: 3 clusters Score -1677791 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -1678390.625000 Penalty: 3302.649170
	Iteration 14Q: 3 clusters Score -1678391 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -1678818.875000 Penalty: 3302.649170
	Iteration 15Q: 3 clusters Score -1678819 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -1679196.125000 Penalty: 3302.649170
	Iteration 16Q: 3 clusters Score -1679196 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -1679459.375000 Penalty: 3302.649170
	Iteration 17Q: 3 clusters Score -1679459 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -1679662.250000 Penalty: 3302.649170
	Iteration 18Q: 3 clusters Score -1679662 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -1679837.375000 Penalty: 3302.649170
	Iteration 19Q: 3 clusters Score -1679837 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -1680011.125000 Penalty: 3302.649170
	Iteration 20F: 3 clusters Score -1680011 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -1680141.875000 Penalty: 3302.649170
	Iteration 21Q: 3 clusters Score -1680142 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -1680248.625000 Penalty: 3302.649170
	Iteration 22Q: 3 clusters Score -1680249 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -1680330.625000 Penalty: 3302.649170
	Iteration 23Q: 3 clusters Score -1680331 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -1680386.500000 Penalty: 3302.649170
	Iteration 24Q: 3 clusters Score -1680386 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -1680442.125000 Penalty: 3302.649170
	Iteration 25Q: 3 clusters Score -1680442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -1680480.375000 Penalty: 3302.649170
	Iteration 26Q: 3 clusters Score -1680480 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -1680504.875000 Penalty: 3302.649170
	Iteration 27Q: 3 clusters Score -1680505 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -1680517.625000 Penalty: 3302.649170
	Iteration 28Q: 3 clusters Score -1680518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -1680527.875000 Penalty: 3302.649170
	Iteration 29Q: 3 clusters Score -1680528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -1680530.750000 Penalty: 3302.649170
	Iteration 30Q: 3 clusters Score -1680531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -1680534.375000 Penalty: 3302.649170
	Iteration 31Q: 3 clusters Score -1680534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -1680536.250000 Penalty: 3302.649170
	Iteration 32Q: 3 clusters Score -1680536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -1680536.250000 Penalty: 3302.649170
	Iteration 33F: 3 clusters Score -1680536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Entering Unmasked Estep 
Score: -99707.765625 Penalty: 1211.767700
	Iteration 0F: 2 clusters Score -99707.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -97767.296875 Penalty: 2423.535400
	Iteration 0F: 3 clusters Score -97767.3 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -98197.156250 Penalty: 2423.535400
	Iteration 1F: 3 clusters Score -98197.16 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -98293.609375 Penalty: 2423.535400
	Iteration 2F: 3 clusters Score -98293.61 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -98347.726562 Penalty: 2423.535400
	Iteration 3Q: 3 clusters Score -98347.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -98375.210938 Penalty: 2423.535400
	Iteration 4Q: 3 clusters Score -98375.21 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -98402.070312 Penalty: 2423.535400
	Iteration 5Q: 3 clusters Score -98402.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -98419.968750 Penalty: 2423.535400
	Iteration 6Q: 3 clusters Score -98419.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -98438.992188 Penalty: 2423.535400
	Iteration 7Q: 3 clusters Score -98438.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -98462.054688 Penalty: 2423.535400
	Iteration 8Q: 3 clusters Score -98462.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -98498.648438 Penalty: 2423.535400
	Iteration 9Q: 3 clusters Score -98498.65 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -98533.015625 Penalty: 2423.535400
	Iteration 10Q: 3 clusters Score -98533.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -98561.070312 Penalty: 2423.535400
	Iteration 11Q: 3 clusters Score -98561.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -98580.257812 Penalty: 2423.535400
	Iteration 12Q: 3 clusters Score -98580.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -98593.578125 Penalty: 2423.535400
	Iteration 13Q: 3 clusters Score -98593.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -98610.710938 Penalty: 2423.535400
	Iteration 14Q: 3 clusters Score -98610.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -98631.156250 Penalty: 2423.535400
	Iteration 15Q: 3 clusters Score -98631.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -98656.281250 Penalty: 2423.535400
	Iteration 16Q: 3 clusters Score -98656.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -98684.820312 Penalty: 2423.535400
	Iteration 17Q: 3 clusters Score -98684.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -98715.000000 Penalty: 2423.535400
	Iteration 18Q: 3 clusters Score -98715 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -98748.171875 Penalty: 2423.535400
	Iteration 19Q: 3 clusters Score -98748.17 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -98780.070312 Penalty: 2423.535400
	Iteration 20F: 3 clusters Score -98780.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -98799.312500 Penalty: 2423.535400
	Iteration 21Q: 3 clusters Score -98799.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -98807.664062 Penalty: 2423.535400
	Iteration 22Q: 3 clusters Score -98807.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -98818.625000 Penalty: 2423.535400
	Iteration 23Q: 3 clusters Score -98818.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -98822.210938 Penalty: 2423.535400
	Iteration 24Q: 3 clusters Score -98822.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -98828.640625 Penalty: 2423.535400
	Iteration 25Q: 3 clusters Score -98828.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -98834.742188 Penalty: 2423.535400
	Iteration 26Q: 3 clusters Score -98834.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -98837.671875 Penalty: 2423.535400
	Iteration 27Q: 3 clusters Score -98837.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -98841.382812 Penalty: 2423.535400
	Iteration 28Q: 3 clusters Score -98841.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -98845.335938 Penalty: 2423.535400
	Iteration 29Q: 3 clusters Score -98845.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -98849.859375 Penalty: 2423.535400
	Iteration 30Q: 3 clusters Score -98849.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -98853.335938 Penalty: 2423.535400
	Iteration 31Q: 3 clusters Score -98853.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -98858.718750 Penalty: 2423.535400
	Iteration 32Q: 3 clusters Score -98858.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -98860.476562 Penalty: 2423.535400
	Iteration 33Q: 3 clusters Score -98860.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -98861.539062 Penalty: 2423.535400
	Iteration 34Q: 3 clusters Score -98861.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -98861.921875 Penalty: 2423.535400
	Iteration 35Q: 3 clusters Score -98861.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -98862.734375 Penalty: 2423.535400
	Iteration 36Q: 3 clusters Score -98862.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -98863.859375 Penalty: 2423.535400
	Iteration 37Q: 3 clusters Score -98863.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -98866.273438 Penalty: 2423.535400
	Iteration 38Q: 3 clusters Score -98866.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -98867.671875 Penalty: 2423.535400
	Iteration 39Q: 3 clusters Score -98867.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -98870.914062 Penalty: 2423.535400
	Iteration 40F: 3 clusters Score -98870.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -98872.554688 Penalty: 2423.535400
	Iteration 41Q: 3 clusters Score -98872.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -98873.046875 Penalty: 2423.535400
	Iteration 42Q: 3 clusters Score -98873.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -98873.890625 Penalty: 2423.535400
	Iteration 43Q: 3 clusters Score -98873.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -98874.218750 Penalty: 2423.535400
	Iteration 44Q: 3 clusters Score -98874.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -98875.351562 Penalty: 2423.535400
	Iteration 45Q: 3 clusters Score -98875.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -98878.328125 Penalty: 2423.535400
	Iteration 46Q: 3 clusters Score -98878.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -98881.562500 Penalty: 2423.535400
	Iteration 47Q: 3 clusters Score -98881.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -98887.000000 Penalty: 2423.535400
	Iteration 48Q: 3 clusters Score -98887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -98890.460938 Penalty: 2423.535400
	Iteration 49Q: 3 clusters Score -98890.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -98893.554688 Penalty: 2423.535400
	Iteration 50Q: 3 clusters Score -98893.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -98899.023438 Penalty: 2423.535400
	Iteration 51Q: 3 clusters Score -98899.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -98901.687500 Penalty: 2423.535400
	Iteration 52Q: 3 clusters Score -98901.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -98904.343750 Penalty: 2423.535400
	Iteration 53Q: 3 clusters Score -98904.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -98906.945312 Penalty: 2423.535400
	Iteration 54Q: 3 clusters Score -98906.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -98909.320312 Penalty: 2423.535400
	Iteration 55Q: 3 clusters Score -98909.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -98909.734375 Penalty: 2423.535400
	Iteration 56Q: 3 clusters Score -98909.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -98910.062500 Penalty: 2423.535400
	Iteration 57Q: 3 clusters Score -98910.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -98910.062500 Penalty: 2423.535400
	Iteration 58F: 3 clusters Score -98910.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Entering Unmasked Estep 
Score: -316094.906250 Penalty: 1401.207153
	Iteration 0F: 2 clusters Score -316094.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -311816.593750 Penalty: 2802.414307
	Iteration 0F: 3 clusters Score -311816.6 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -313255.500000 Penalty: 2802.414307
	Iteration 1F: 3 clusters Score -313255.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -313544.500000 Penalty: 2802.414307
	Iteration 2F: 3 clusters Score -313544.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -313772.343750 Penalty: 2802.414307
	Iteration 3F: 3 clusters Score -313772.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -313959.062500 Penalty: 2802.414307
	Iteration 4Q: 3 clusters Score -313959.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -314113.312500 Penalty: 2802.414307
	Iteration 5Q: 3 clusters Score -314113.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -314248.593750 Penalty: 2802.414307
	Iteration 6Q: 3 clusters Score -314248.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -314366.562500 Penalty: 2802.414307
	Iteration 7Q: 3 clusters Score -314366.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -314493.062500 Penalty: 2802.414307
	Iteration 8Q: 3 clusters Score -314493.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -314645.687500 Penalty: 2802.414307
	Iteration 9Q: 3 clusters Score -314645.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -314792.031250 Penalty: 2802.414307
	Iteration 10Q: 3 clusters Score -314792 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -314900.593750 Penalty: 2802.414307
	Iteration 11Q: 3 clusters Score -314900.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -314998.406250 Penalty: 2802.414307
	Iteration 12Q: 3 clusters Score -314998.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -315077.875000 Penalty: 2802.414307
	Iteration 13Q: 3 clusters Score -315077.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -315131.250000 Penalty: 2802.414307
	Iteration 14Q: 3 clusters Score -315131.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -315162.750000 Penalty: 2802.414307
	Iteration 15Q: 3 clusters Score -315162.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -315197.468750 Penalty: 2802.414307
	Iteration 16Q: 3 clusters Score -315197.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -315218.406250 Penalty: 2802.414307
	Iteration 17Q: 3 clusters Score -315218.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -315240.500000 Penalty: 2802.414307
	Iteration 18Q: 3 clusters Score -315240.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -315259.531250 Penalty: 2802.414307
	Iteration 19Q: 3 clusters Score -315259.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -315276.312500 Penalty: 2802.414307
	Iteration 20F: 3 clusters Score -315276.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -315290.375000 Penalty: 2802.414307
	Iteration 21Q: 3 clusters Score -315290.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -315299.375000 Penalty: 2802.414307
	Iteration 22Q: 3 clusters Score -315299.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -315306.656250 Penalty: 2802.414307
	Iteration 23Q: 3 clusters Score -315306.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -315310.250000 Penalty: 2802.414307
	Iteration 24Q: 3 clusters Score -315310.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -315313.125000 Penalty: 2802.414307
	Iteration 25Q: 3 clusters Score -315313.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -315314.781250 Penalty: 2802.414307
	Iteration 26Q: 3 clusters Score -315314.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -315316.500000 Penalty: 2802.414307
	Iteration 27Q: 3 clusters Score -315316.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -315318.562500 Penalty: 2802.414307
	Iteration 28Q: 3 clusters Score -315318.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -315320.500000 Penalty: 2802.414307
	Iteration 29Q: 3 clusters Score -315320.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -315322.093750 Penalty: 2802.414307
	Iteration 30Q: 3 clusters Score -315322.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -315321.875000 Penalty: 2802.414307
	Iteration 31Q: 3 clusters Score -315321.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -315321.875000 Penalty: 2802.414307
	Iteration 32F: 3 clusters Score -315321.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 4138 members 
Mstep: Class 3 contains 14883 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 88740 members 
Mstep: Class 6 contains 13595 members 
Mstep: Class 7 contains 7771 members 
Mstep: Class 9 contains 79326 members 
Mstep: Class 10 contains 13074 members 
Mstep: Class 11 contains 4771 members 
Mstep: Class 12 contains 13288 members 
Mstep: Class 13 contains 16676 members 
Mstep: Class 14 contains 54000 members 
Mstep: Class 15 contains 3306 members 
Mstep: Class 16 contains 3108 members 
Mstep: Class 17 contains 5843 members 
Mstep: Class 18 contains 25900 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21325614.000000 Penalty: 39499.203125
Iteration 39Q: 20 clusters Score -2.132561e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4148 members 
Mstep: Class 3 contains 14846 members 
Mstep: Class 4 contains 3331 members 
Mstep: Class 5 contains 88933 members 
Mstep: Class 6 contains 13598 members 
Mstep: Class 7 contains 7763 members 
Mstep: Class 9 contains 79140 members 
Mstep: Class 10 contains 13098 members 
Mstep: Class 11 contains 4769 members 
Mstep: Class 12 contains 13689 members 
Mstep: Class 13 contains 16676 members 
Mstep: Class 14 contains 53792 members 
Mstep: Class 15 contains 3307 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 25711 members 
Mstep: Class 19 contains 1733 members 
Mstep: Class 20 contains 5550 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 20 clusters Score -2.132674e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4177 members 
Mstep: Class 3 contains 14793 members 
Mstep: Class 4 contains 3347 members 
Mstep: Class 5 contains 89223 members 
Mstep: Class 6 contains 13590 members 
Mstep: Class 7 contains 7748 members 
Mstep: Class 9 contains 79114 members 
Mstep: Class 10 contains 13104 members 
Mstep: Class 11 contains 4744 members 
Mstep: Class 12 contains 13909 members 
Mstep: Class 13 contains 16682 members 
Mstep: Class 14 contains 53549 members 
Mstep: Class 15 contains 3296 members 
Mstep: Class 16 contains 3108 members 
Mstep: Class 17 contains 5801 members 
Mstep: Class 18 contains 25519 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 5545 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 20 clusters Score -2.132748e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4208 members 
Mstep: Class 3 contains 14736 members 
Mstep: Class 4 contains 3363 members 
Mstep: Class 5 contains 89633 members 
Mstep: Class 6 contains 13566 members 
Mstep: Class 7 contains 7734 members 
Mstep: Class 9 contains 79012 members 
Mstep: Class 10 contains 13101 members 
Mstep: Class 11 contains 4797 members 
Mstep: Class 12 contains 14109 members 
Mstep: Class 13 contains 16669 members 
Mstep: Class 14 contains 53304 members 
Mstep: Class 15 contains 3282 members 
Mstep: Class 16 contains 3100 members 
Mstep: Class 17 contains 5784 members 
Mstep: Class 18 contains 25334 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 5545 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 20 clusters Score -2.132769e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4237 members 
Mstep: Class 3 contains 14696 members 
Mstep: Class 4 contains 3379 members 
Mstep: Class 5 contains 90078 members 
Mstep: Class 6 contains 13537 members 
Mstep: Class 7 contains 7719 members 
Mstep: Class 9 contains 78998 members 
Mstep: Class 10 contains 13097 members 
Mstep: Class 11 contains 4836 members 
Mstep: Class 12 contains 14224 members 
Mstep: Class 13 contains 16656 members 
Mstep: Class 14 contains 53025 members 
Mstep: Class 15 contains 3278 members 
Mstep: Class 16 contains 3092 members 
Mstep: Class 17 contains 5767 members 
Mstep: Class 18 contains 25141 members 
Mstep: Class 19 contains 1723 members 
Mstep: Class 20 contains 5545 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 20 clusters Score -2.132788e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4250 members 
Mstep: Class 3 contains 14670 members 
Mstep: Class 4 contains 3394 members 
Mstep: Class 5 contains 90474 members 
Mstep: Class 6 contains 13506 members 
Mstep: Class 7 contains 7698 members 
Mstep: Class 9 contains 79050 members 
Mstep: Class 10 contains 13095 members 
Mstep: Class 11 contains 4867 members 
Mstep: Class 12 contains 14307 members 
Mstep: Class 13 contains 16645 members 
Mstep: Class 14 contains 52787 members 
Mstep: Class 15 contains 3270 members 
Mstep: Class 16 contains 3078 members 
Mstep: Class 17 contains 5746 members 
Mstep: Class 18 contains 24932 members 
Mstep: Class 19 contains 1722 members 
Mstep: Class 20 contains 5551 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 20 clusters Score -2.132802e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4258 members 
Mstep: Class 3 contains 14651 members 
Mstep: Class 4 contains 3396 members 
Mstep: Class 5 contains 90834 members 
Mstep: Class 6 contains 13468 members 
Mstep: Class 7 contains 7674 members 
Mstep: Class 9 contains 79111 members 
Mstep: Class 10 contains 13100 members 
Mstep: Class 11 contains 4882 members 
Mstep: Class 12 contains 14366 members 
Mstep: Class 13 contains 16647 members 
Mstep: Class 14 contains 52550 members 
Mstep: Class 15 contains 3266 members 
Mstep: Class 16 contains 3074 members 
Mstep: Class 17 contains 5733 members 
Mstep: Class 18 contains 24767 members 
Mstep: Class 19 contains 1720 members 
Mstep: Class 20 contains 5550 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 20 clusters Score -2.132809e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 14625 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 91231 members 
Mstep: Class 6 contains 13425 members 
Mstep: Class 7 contains 7646 members 
Mstep: Class 9 contains 79179 members 
Mstep: Class 10 contains 13103 members 
Mstep: Class 11 contains 4920 members 
Mstep: Class 12 contains 14400 members 
Mstep: Class 13 contains 16635 members 
Mstep: Class 14 contains 52284 members 
Mstep: Class 15 contains 3255 members 
Mstep: Class 16 contains 3075 members 
Mstep: Class 17 contains 5719 members 
Mstep: Class 18 contains 24607 members 
Mstep: Class 19 contains 1717 members 
Mstep: Class 20 contains 5554 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 20 clusters Score -2.132813e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4275 members 
Mstep: Class 3 contains 14606 members 
Mstep: Class 4 contains 3414 members 
Mstep: Class 5 contains 91606 members 
Mstep: Class 6 contains 13385 members 
Mstep: Class 7 contains 7620 members 
Mstep: Class 9 contains 79241 members 
Mstep: Class 10 contains 13109 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 14430 members 
Mstep: Class 13 contains 16621 members 
Mstep: Class 14 contains 52037 members 
Mstep: Class 15 contains 3256 members 
Mstep: Class 16 contains 3069 members 
Mstep: Class 17 contains 5701 members 
Mstep: Class 18 contains 24461 members 
Mstep: Class 19 contains 1717 members 
Mstep: Class 20 contains 5555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21328236.000000 Penalty: 39499.203125
Iteration 47Q: 20 clusters Score -2.132824e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4277 members 
Mstep: Class 3 contains 14581 members 
Mstep: Class 4 contains 3427 members 
Mstep: Class 5 contains 91973 members 
Mstep: Class 6 contains 13334 members 
Mstep: Class 7 contains 7582 members 
Mstep: Class 9 contains 79336 members 
Mstep: Class 10 contains 13118 members 
Mstep: Class 11 contains 4964 members 
Mstep: Class 12 contains 14440 members 
Mstep: Class 13 contains 16626 members 
Mstep: Class 14 contains 51796 members 
Mstep: Class 15 contains 3264 members 
Mstep: Class 16 contains 3061 members 
Mstep: Class 17 contains 5688 members 
Mstep: Class 18 contains 24310 members 
Mstep: Class 19 contains 1717 members 
Mstep: Class 20 contains 5554 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 20 clusters Score -2.132834e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 14548 members 
Mstep: Class 4 contains 3432 members 
Mstep: Class 5 contains 92310 members 
Mstep: Class 6 contains 13295 members 
Mstep: Class 7 contains 7549 members 
Mstep: Class 9 contains 79434 members 
Mstep: Class 10 contains 13138 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 14443 members 
Mstep: Class 13 contains 16621 members 
Mstep: Class 14 contains 51562 members 
Mstep: Class 15 contains 3264 members 
Mstep: Class 16 contains 3058 members 
Mstep: Class 17 contains 5678 members 
Mstep: Class 18 contains 24175 members 
Mstep: Class 19 contains 1713 members 
Mstep: Class 20 contains 5561 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 20 clusters Score -2.132851e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4278 members 
Mstep: Class 3 contains 14522 members 
Mstep: Class 4 contains 3439 members 
Mstep: Class 5 contains 92660 members 
Mstep: Class 6 contains 13254 members 
Mstep: Class 7 contains 7512 members 
Mstep: Class 9 contains 79521 members 
Mstep: Class 10 contains 13142 members 
Mstep: Class 11 contains 5010 members 
Mstep: Class 12 contains 14455 members 
Mstep: Class 13 contains 16609 members 
Mstep: Class 14 contains 51317 members 
Mstep: Class 15 contains 3272 members 
Mstep: Class 16 contains 3056 members 
Mstep: Class 17 contains 5670 members 
Mstep: Class 18 contains 24060 members 
Mstep: Class 19 contains 1712 members 
Mstep: Class 20 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21328622.000000 Penalty: 39499.203125
Iteration 50Q: 20 clusters Score -2.132862e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 3 contains 14498 members 
Mstep: Class 4 contains 3448 members 
Mstep: Class 5 contains 92993 members 
Mstep: Class 6 contains 13208 members 
Mstep: Class 7 contains 7483 members 
Mstep: Class 9 contains 79622 members 
Mstep: Class 10 contains 13146 members 
Mstep: Class 11 contains 5013 members 
Mstep: Class 12 contains 14459 members 
Mstep: Class 13 contains 16595 members 
Mstep: Class 14 contains 51096 members 
Mstep: Class 15 contains 3271 members 
Mstep: Class 16 contains 3057 members 
Mstep: Class 17 contains 5659 members 
Mstep: Class 18 contains 23963 members 
Mstep: Class 19 contains 1715 members 
Mstep: Class 20 contains 5549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21328628.000000 Penalty: 39499.203125
Iteration 51Q: 20 clusters Score -2.132863e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 14476 members 
Mstep: Class 4 contains 3452 members 
Mstep: Class 5 contains 93330 members 
Mstep: Class 6 contains 13172 members 
Mstep: Class 7 contains 7447 members 
Mstep: Class 9 contains 79699 members 
Mstep: Class 10 contains 13167 members 
Mstep: Class 11 contains 5021 members 
Mstep: Class 12 contains 14446 members 
Mstep: Class 13 contains 16587 members 
Mstep: Class 14 contains 50863 members 
Mstep: Class 15 contains 3269 members 
Mstep: Class 16 contains 3054 members 
Mstep: Class 17 contains 5638 members 
Mstep: Class 18 contains 23885 members 
Mstep: Class 19 contains 1718 members 
Mstep: Class 20 contains 5555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21328706.000000 Penalty: 39499.203125
Iteration 52Q: 20 clusters Score -2.132871e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 14453 members 
Mstep: Class 4 contains 3456 members 
Mstep: Class 5 contains 93714 members 
Mstep: Class 6 contains 13128 members 
Mstep: Class 7 contains 7405 members 
Mstep: Class 9 contains 79759 members 
Mstep: Class 10 contains 13188 members 
Mstep: Class 11 contains 5029 members 
Mstep: Class 12 contains 14431 members 
Mstep: Class 13 contains 16565 members 
Mstep: Class 14 contains 50632 members 
Mstep: Class 15 contains 3258 members 
Mstep: Class 16 contains 3053 members 
Mstep: Class 17 contains 5620 members 
Mstep: Class 18 contains 23815 members 
Mstep: Class 19 contains 1718 members 
Mstep: Class 20 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 20 clusters Score -2.132873e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 14442 members 
Mstep: Class 4 contains 3459 members 
Mstep: Class 5 contains 94067 members 
Mstep: Class 6 contains 13102 members 
Mstep: Class 7 contains 7364 members 
Mstep: Class 9 contains 79862 members 
Mstep: Class 10 contains 13200 members 
Mstep: Class 11 contains 5034 members 
Mstep: Class 12 contains 14427 members 
Mstep: Class 13 contains 16542 members 
Mstep: Class 14 contains 50362 members 
Mstep: Class 15 contains 3255 members 
Mstep: Class 16 contains 3056 members 
Mstep: Class 17 contains 5603 members 
Mstep: Class 18 contains 23741 members 
Mstep: Class 19 contains 1710 members 
Mstep: Class 20 contains 5559 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 20 clusters Score -2.132885e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 14440 members 
Mstep: Class 4 contains 3457 members 
Mstep: Class 5 contains 94407 members 
Mstep: Class 6 contains 13059 members 
Mstep: Class 7 contains 7323 members 
Mstep: Class 9 contains 79974 members 
Mstep: Class 10 contains 13216 members 
Mstep: Class 11 contains 5051 members 
Mstep: Class 12 contains 14421 members 
Mstep: Class 13 contains 16509 members 
Mstep: Class 14 contains 50115 members 
Mstep: Class 15 contains 3239 members 
Mstep: Class 16 contains 3052 members 
Mstep: Class 17 contains 5580 members 
Mstep: Class 18 contains 23671 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 5566 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 20 clusters Score -2.13289e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4261 members 
Mstep: Class 3 contains 14437 members 
Mstep: Class 4 contains 3456 members 
Mstep: Class 5 contains 94756 members 
Mstep: Class 6 contains 13015 members 
Mstep: Class 7 contains 7283 members 
Mstep: Class 9 contains 80061 members 
Mstep: Class 10 contains 13226 members 
Mstep: Class 11 contains 5059 members 
Mstep: Class 12 contains 14418 members 
Mstep: Class 13 contains 16483 members 
Mstep: Class 14 contains 49863 members 
Mstep: Class 15 contains 3226 members 
Mstep: Class 16 contains 3051 members 
Mstep: Class 17 contains 5559 members 
Mstep: Class 18 contains 23612 members 
Mstep: Class 19 contains 1704 members 
Mstep: Class 20 contains 5574 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 20 clusters Score -2.132891e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4257 members 
Mstep: Class 3 contains 14429 members 
Mstep: Class 4 contains 3458 members 
Mstep: Class 5 contains 95084 members 
Mstep: Class 6 contains 12978 members 
Mstep: Class 7 contains 7243 members 
Mstep: Class 9 contains 80132 members 
Mstep: Class 10 contains 13233 members 
Mstep: Class 11 contains 5063 members 
Mstep: Class 12 contains 14421 members 
Mstep: Class 13 contains 16459 members 
Mstep: Class 14 contains 49646 members 
Mstep: Class 15 contains 3211 members 
Mstep: Class 16 contains 3052 members 
Mstep: Class 17 contains 5550 members 
Mstep: Class 18 contains 23552 members 
Mstep: Class 19 contains 1703 members 
Mstep: Class 20 contains 5574 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 20 clusters Score -2.132894e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4255 members 
Mstep: Class 3 contains 14417 members 
Mstep: Class 4 contains 3459 members 
Mstep: Class 5 contains 95400 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 7197 members 
Mstep: Class 9 contains 80186 members 
Mstep: Class 10 contains 13235 members 
Mstep: Class 11 contains 5077 members 
Mstep: Class 12 contains 14426 members 
Mstep: Class 13 contains 16456 members 
Mstep: Class 14 contains 49429 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 3050 members 
Mstep: Class 17 contains 5538 members 
Mstep: Class 18 contains 23498 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 5574 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 20 clusters Score -2.132901e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 14406 members 
Mstep: Class 4 contains 3462 members 
Mstep: Class 5 contains 95698 members 
Mstep: Class 6 contains 12916 members 
Mstep: Class 7 contains 7164 members 
Mstep: Class 9 contains 80231 members 
Mstep: Class 10 contains 13238 members 
Mstep: Class 11 contains 5087 members 
Mstep: Class 12 contains 14419 members 
Mstep: Class 13 contains 16453 members 
Mstep: Class 14 contains 49218 members 
Mstep: Class 15 contains 3201 members 
Mstep: Class 16 contains 3043 members 
Mstep: Class 17 contains 5530 members 
Mstep: Class 18 contains 23459 members 
Mstep: Class 19 contains 1694 members 
Mstep: Class 20 contains 5574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21329124.000000 Penalty: 39499.203125
Iteration 59Q: 20 clusters Score -2.132912e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4250 members 
Mstep: Class 3 contains 14395 members 
Mstep: Class 4 contains 3462 members 
Mstep: Class 5 contains 96044 members 
Mstep: Class 6 contains 12892 members 
Mstep: Class 7 contains 7127 members 
Mstep: Class 9 contains 80258 members 
Mstep: Class 10 contains 13249 members 
Mstep: Class 11 contains 5089 members 
Mstep: Class 12 contains 14410 members 
Mstep: Class 13 contains 16446 members 
Mstep: Class 14 contains 48988 members 
Mstep: Class 15 contains 3193 members 
Mstep: Class 16 contains 3042 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 23412 members 
Mstep: Class 19 contains 1693 members 
Mstep: Class 20 contains 5573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21329400.000000 Penalty: 39499.203125
Iteration 60F: 20 clusters Score -2.13294e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 14380 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 96385 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 7091 members 
Mstep: Class 9 contains 80295 members 
Mstep: Class 10 contains 13262 members 
Mstep: Class 11 contains 5096 members 
Mstep: Class 12 contains 14401 members 
Mstep: Class 13 contains 16434 members 
Mstep: Class 14 contains 48756 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 5510 members 
Mstep: Class 18 contains 23362 members 
Mstep: Class 19 contains 1692 members 
Mstep: Class 20 contains 5565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21329422.000000 Penalty: 39499.203125
Iteration 61Q: 20 clusters Score -2.132942e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 14363 members 
Mstep: Class 4 contains 3458 members 
Mstep: Class 5 contains 96722 members 
Mstep: Class 6 contains 12840 members 
Mstep: Class 7 contains 7067 members 
Mstep: Class 9 contains 80321 members 
Mstep: Class 10 contains 13283 members 
Mstep: Class 11 contains 5096 members 
Mstep: Class 12 contains 14408 members 
Mstep: Class 13 contains 16429 members 
Mstep: Class 14 contains 48520 members 
Mstep: Class 15 contains 3216 members 
Mstep: Class 16 contains 3033 members 
Mstep: Class 17 contains 5500 members 
Mstep: Class 18 contains 23309 members 
Mstep: Class 19 contains 1687 members 
Mstep: Class 20 contains 5556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21329582.000000 Penalty: 39499.203125
Iteration 62Q: 20 clusters Score -2.132958e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4248 members 
Mstep: Class 3 contains 14358 members 
Mstep: Class 4 contains 3459 members 
Mstep: Class 5 contains 97071 members 
Mstep: Class 6 contains 12816 members 
Mstep: Class 7 contains 7050 members 
Mstep: Class 9 contains 80349 members 
Mstep: Class 10 contains 13298 members 
Mstep: Class 11 contains 5088 members 
Mstep: Class 12 contains 14406 members 
Mstep: Class 13 contains 16408 members 
Mstep: Class 14 contains 48275 members 
Mstep: Class 15 contains 3232 members 
Mstep: Class 16 contains 3032 members 
Mstep: Class 17 contains 5494 members 
Mstep: Class 18 contains 23257 members 
Mstep: Class 19 contains 1682 members 
Mstep: Class 20 contains 5547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21329606.000000 Penalty: 39499.203125
Iteration 63Q: 20 clusters Score -2.132961e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4245 members 
Mstep: Class 3 contains 14353 members 
Mstep: Class 4 contains 3457 members 
Mstep: Class 5 contains 97414 members 
Mstep: Class 6 contains 12788 members 
Mstep: Class 7 contains 7034 members 
Mstep: Class 9 contains 80372 members 
Mstep: Class 10 contains 13320 members 
Mstep: Class 11 contains 5086 members 
Mstep: Class 12 contains 14397 members 
Mstep: Class 13 contains 16407 members 
Mstep: Class 14 contains 48038 members 
Mstep: Class 15 contains 3232 members 
Mstep: Class 16 contains 3024 members 
Mstep: Class 17 contains 5478 members 
Mstep: Class 18 contains 23210 members 
Mstep: Class 19 contains 1679 members 
Mstep: Class 20 contains 5540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21329698.000000 Penalty: 39499.203125
Iteration 64Q: 20 clusters Score -2.13297e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4247 members 
Mstep: Class 3 contains 14350 members 
Mstep: Class 4 contains 3454 members 
Mstep: Class 5 contains 97740 members 
Mstep: Class 6 contains 12754 members 
Mstep: Class 7 contains 7016 members 
Mstep: Class 9 contains 80394 members 
Mstep: Class 10 contains 13346 members 
Mstep: Class 11 contains 5079 members 
Mstep: Class 12 contains 14378 members 
Mstep: Class 13 contains 16404 members 
Mstep: Class 14 contains 47815 members 
Mstep: Class 15 contains 3233 members 
Mstep: Class 16 contains 3015 members 
Mstep: Class 17 contains 5473 members 
Mstep: Class 18 contains 23161 members 
Mstep: Class 19 contains 1678 members 
Mstep: Class 20 contains 5541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21329716.000000 Penalty: 39499.203125
Iteration 65Q: 20 clusters Score -2.132972e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4249 members 
Mstep: Class 3 contains 14340 members 
Mstep: Class 4 contains 3448 members 
Mstep: Class 5 contains 98053 members 
Mstep: Class 6 contains 12718 members 
Mstep: Class 7 contains 7000 members 
Mstep: Class 9 contains 80417 members 
Mstep: Class 10 contains 13358 members 
Mstep: Class 11 contains 5074 members 
Mstep: Class 12 contains 14362 members 
Mstep: Class 13 contains 16401 members 
Mstep: Class 14 contains 47620 members 
Mstep: Class 15 contains 3240 members 
Mstep: Class 16 contains 3011 members 
Mstep: Class 17 contains 5468 members 
Mstep: Class 18 contains 23106 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 5542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21329708.000000 Penalty: 39499.203125
Iteration 66Q: 20 clusters Score -2.132971e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 14334 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 98362 members 
Mstep: Class 6 contains 12685 members 
Mstep: Class 7 contains 6983 members 
Mstep: Class 9 contains 80451 members 
Mstep: Class 10 contains 13382 members 
Mstep: Class 11 contains 5074 members 
Mstep: Class 12 contains 14336 members 
Mstep: Class 13 contains 16413 members 
Mstep: Class 14 contains 47408 members 
Mstep: Class 15 contains 3244 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 5461 members 
Mstep: Class 18 contains 23039 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 5535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21329718.000000 Penalty: 39499.203125
Iteration 67Q: 20 clusters Score -2.132972e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 14337 members 
Mstep: Class 4 contains 3448 members 
Mstep: Class 5 contains 98671 members 
Mstep: Class 6 contains 12656 members 
Mstep: Class 7 contains 6977 members 
Mstep: Class 9 contains 80485 members 
Mstep: Class 10 contains 13399 members 
Mstep: Class 11 contains 5070 members 
Mstep: Class 12 contains 14311 members 
Mstep: Class 13 contains 16418 members 
Mstep: Class 14 contains 47176 members 
Mstep: Class 15 contains 3254 members 
Mstep: Class 16 contains 3004 members 
Mstep: Class 17 contains 5452 members 
Mstep: Class 18 contains 22985 members 
Mstep: Class 19 contains 1662 members 
Mstep: Class 20 contains 5530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21329786.000000 Penalty: 39499.203125
Iteration 68Q: 20 clusters Score -2.132979e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 3447 members 
Mstep: Class 5 contains 98944 members 
Mstep: Class 6 contains 12619 members 
Mstep: Class 7 contains 6975 members 
Mstep: Class 9 contains 80537 members 
Mstep: Class 10 contains 13416 members 
Mstep: Class 11 contains 5059 members 
Mstep: Class 12 contains 14288 members 
Mstep: Class 13 contains 16416 members 
Mstep: Class 14 contains 46956 members 
Mstep: Class 15 contains 3262 members 
Mstep: Class 16 contains 3001 members 
Mstep: Class 17 contains 5448 members 
Mstep: Class 18 contains 22933 members 
Mstep: Class 19 contains 1660 members 
Mstep: Class 20 contains 5525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21329864.000000 Penalty: 39499.203125
Iteration 69Q: 20 clusters Score -2.132986e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4255 members 
Mstep: Class 3 contains 14347 members 
Mstep: Class 4 contains 3448 members 
Mstep: Class 5 contains 99241 members 
Mstep: Class 6 contains 12580 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 9 contains 80580 members 
Mstep: Class 10 contains 13433 members 
Mstep: Class 11 contains 5051 members 
Mstep: Class 12 contains 14275 members 
Mstep: Class 13 contains 16404 members 
Mstep: Class 14 contains 46743 members 
Mstep: Class 15 contains 3268 members 
Mstep: Class 16 contains 2994 members 
Mstep: Class 17 contains 5446 members 
Mstep: Class 18 contains 22874 members 
Mstep: Class 19 contains 1661 members 
Mstep: Class 20 contains 5518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21329788.000000 Penalty: 39499.203125
Iteration 70Q: 20 clusters Score -2.132979e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 14340 members 
Mstep: Class 4 contains 3446 members 
Mstep: Class 5 contains 99543 members 
Mstep: Class 6 contains 12539 members 
Mstep: Class 7 contains 6964 members 
Mstep: Class 9 contains 80613 members 
Mstep: Class 10 contains 13440 members 
Mstep: Class 11 contains 5036 members 
Mstep: Class 12 contains 14260 members 
Mstep: Class 13 contains 16398 members 
Mstep: Class 14 contains 46538 members 
Mstep: Class 15 contains 3278 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 5443 members 
Mstep: Class 18 contains 22832 members 
Mstep: Class 19 contains 1658 members 
Mstep: Class 20 contains 5513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21329934.000000 Penalty: 39499.203125
Iteration 71Q: 20 clusters Score -2.132993e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4257 members 
Mstep: Class 3 contains 14341 members 
Mstep: Class 4 contains 3444 members 
Mstep: Class 5 contains 99855 members 
Mstep: Class 6 contains 12490 members 
Mstep: Class 7 contains 6958 members 
Mstep: Class 9 contains 80624 members 
Mstep: Class 10 contains 13454 members 
Mstep: Class 11 contains 5016 members 
Mstep: Class 12 contains 14249 members 
Mstep: Class 13 contains 16396 members 
Mstep: Class 14 contains 46356 members 
Mstep: Class 15 contains 3288 members 
Mstep: Class 16 contains 2984 members 
Mstep: Class 17 contains 5442 members 
Mstep: Class 18 contains 22777 members 
Mstep: Class 19 contains 1650 members 
Mstep: Class 20 contains 5506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21329960.000000 Penalty: 39499.203125
Iteration 72Q: 20 clusters Score -2.132996e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 14346 members 
Mstep: Class 4 contains 3445 members 
Mstep: Class 5 contains 100203 members 
Mstep: Class 6 contains 12437 members 
Mstep: Class 7 contains 6946 members 
Mstep: Class 9 contains 80651 members 
Mstep: Class 10 contains 13458 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 14230 members 
Mstep: Class 13 contains 16385 members 
Mstep: Class 14 contains 46183 members 
Mstep: Class 15 contains 3283 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 5433 members 
Mstep: Class 18 contains 22714 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 5499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21329972.000000 Penalty: 39499.203125
Iteration 73Q: 20 clusters Score -2.132997e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4253 members 
Mstep: Class 3 contains 14352 members 
Mstep: Class 4 contains 3445 members 
Mstep: Class 5 contains 100530 members 
Mstep: Class 6 contains 12391 members 
Mstep: Class 7 contains 6938 members 
Mstep: Class 9 contains 80692 members 
Mstep: Class 10 contains 13470 members 
Mstep: Class 11 contains 4968 members 
Mstep: Class 12 contains 14205 members 
Mstep: Class 13 contains 16358 members 
Mstep: Class 14 contains 45992 members 
Mstep: Class 15 contains 3291 members 
Mstep: Class 16 contains 2979 members 
Mstep: Class 17 contains 5422 members 
Mstep: Class 18 contains 22657 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 5497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21329984.000000 Penalty: 39499.203125
Iteration 74Q: 20 clusters Score -2.132998e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4258 members 
Mstep: Class 3 contains 14358 members 
Mstep: Class 4 contains 3445 members 
Mstep: Class 5 contains 100823 members 
Mstep: Class 6 contains 12356 members 
Mstep: Class 7 contains 6928 members 
Mstep: Class 9 contains 80722 members 
Mstep: Class 10 contains 13483 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 14181 members 
Mstep: Class 13 contains 16350 members 
Mstep: Class 14 contains 45797 members 
Mstep: Class 15 contains 3297 members 
Mstep: Class 16 contains 2972 members 
Mstep: Class 17 contains 5416 members 
Mstep: Class 18 contains 22607 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21329914.000000 Penalty: 39499.203125
Iteration 75Q: 20 clusters Score -2.132991e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 14365 members 
Mstep: Class 4 contains 3445 members 
Mstep: Class 5 contains 101145 members 
Mstep: Class 6 contains 12318 members 
Mstep: Class 7 contains 6912 members 
Mstep: Class 9 contains 80760 members 
Mstep: Class 10 contains 13498 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 14146 members 
Mstep: Class 13 contains 16334 members 
Mstep: Class 14 contains 45584 members 
Mstep: Class 15 contains 3300 members 
Mstep: Class 16 contains 2964 members 
Mstep: Class 17 contains 5406 members 
Mstep: Class 18 contains 22569 members 
Mstep: Class 19 contains 1644 members 
Mstep: Class 20 contains 5497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21329920.000000 Penalty: 39499.203125
Iteration 76Q: 20 clusters Score -2.132992e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4268 members 
Mstep: Class 3 contains 14373 members 
Mstep: Class 4 contains 3444 members 
Mstep: Class 5 contains 101468 members 
Mstep: Class 6 contains 12281 members 
Mstep: Class 7 contains 6898 members 
Mstep: Class 9 contains 80787 members 
Mstep: Class 10 contains 13508 members 
Mstep: Class 11 contains 4914 members 
Mstep: Class 12 contains 14115 members 
Mstep: Class 13 contains 16307 members 
Mstep: Class 14 contains 45385 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 2958 members 
Mstep: Class 17 contains 5399 members 
Mstep: Class 18 contains 22537 members 
Mstep: Class 19 contains 1641 members 
Mstep: Class 20 contains 5499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21329932.000000 Penalty: 39499.203125
Iteration 77Q: 20 clusters Score -2.132993e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 3 contains 14380 members 
Mstep: Class 4 contains 3444 members 
Mstep: Class 5 contains 101769 members 
Mstep: Class 6 contains 12241 members 
Mstep: Class 7 contains 6886 members 
Mstep: Class 9 contains 80789 members 
Mstep: Class 10 contains 13526 members 
Mstep: Class 11 contains 4904 members 
Mstep: Class 12 contains 14089 members 
Mstep: Class 13 contains 16277 members 
Mstep: Class 14 contains 45208 members 
Mstep: Class 15 contains 3305 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 5390 members 
Mstep: Class 18 contains 22518 members 
Mstep: Class 19 contains 1639 members 
Mstep: Class 20 contains 5497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21329942.000000 Penalty: 39499.203125
Iteration 78Q: 20 clusters Score -2.132994e+07 nChanged 677
Entering ConstructFrom: 
Score: -21329942.000000 Penalty: 39499.203125
Entering ConstructFrom: 
Trying to split cluster 1 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -35343.386719 Penalty: 1061.267578
	Iteration 0F: 2 clusters Score -35343.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -34165.156250 Penalty: 2122.535156
	Iteration 0F: 3 clusters Score -34165.16 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -34377.558594 Penalty: 2122.535156
	Iteration 1F: 3 clusters Score -34377.56 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -34513.285156 Penalty: 2122.535156
	Iteration 2F: 3 clusters Score -34513.29 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -34681.609375 Penalty: 2122.535156
	Iteration 3F: 3 clusters Score -34681.61 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -34899.769531 Penalty: 2122.535156
	Iteration 4F: 3 clusters Score -34899.77 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -35052.257812 Penalty: 2122.535156
	Iteration 5F: 3 clusters Score -35052.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -35164.246094 Penalty: 2122.535156
	Iteration 6F: 3 clusters Score -35164.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -35226.125000 Penalty: 2122.535156
	Iteration 7Q: 3 clusters Score -35226.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -35274.625000 Penalty: 2122.535156
	Iteration 8Q: 3 clusters Score -35274.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -35282.417969 Penalty: 2122.535156
	Iteration 9Q: 3 clusters Score -35282.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -35286.523438 Penalty: 2122.535156
	Iteration 10Q: 3 clusters Score -35286.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -35287.785156 Penalty: 2122.535156
	Iteration 11Q: 3 clusters Score -35287.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -35289.960938 Penalty: 2122.535156
	Iteration 12Q: 3 clusters Score -35289.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -35300.570312 Penalty: 2122.535156
	Iteration 13Q: 3 clusters Score -35300.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -35311.507812 Penalty: 2122.535156
	Iteration 14Q: 3 clusters Score -35311.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -35313.820312 Penalty: 2122.535156
	Iteration 15Q: 3 clusters Score -35313.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -35315.011719 Penalty: 2122.535156
	Iteration 16Q: 3 clusters Score -35315.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -35335.515625 Penalty: 2122.535156
	Iteration 17Q: 3 clusters Score -35335.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -35359.683594 Penalty: 2122.535156
	Iteration 18Q: 3 clusters Score -35359.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -35377.699219 Penalty: 2122.535156
	Iteration 19Q: 3 clusters Score -35377.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -35387.101562 Penalty: 2122.535156
	Iteration 20F: 3 clusters Score -35387.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -35395.925781 Penalty: 2122.535156
	Iteration 21Q: 3 clusters Score -35395.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -35413.136719 Penalty: 2122.535156
	Iteration 22Q: 3 clusters Score -35413.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -35449.859375 Penalty: 2122.535156
	Iteration 23Q: 3 clusters Score -35449.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -35470.753906 Penalty: 2122.535156
	Iteration 24Q: 3 clusters Score -35470.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -35487.484375 Penalty: 2122.535156
	Iteration 25Q: 3 clusters Score -35487.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -35501.937500 Penalty: 2122.535156
	Iteration 26Q: 3 clusters Score -35501.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -35505.406250 Penalty: 2122.535156
	Iteration 27Q: 3 clusters Score -35505.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -35506.886719 Penalty: 2122.535156
	Iteration 28Q: 3 clusters Score -35506.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -35514.195312 Penalty: 2122.535156
	Iteration 29Q: 3 clusters Score -35514.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -35520.367188 Penalty: 2122.535156
	Iteration 30Q: 3 clusters Score -35520.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -35526.105469 Penalty: 2122.535156
	Iteration 31Q: 3 clusters Score -35526.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -35526.105469 Penalty: 2122.535156
	Iteration 32F: 3 clusters Score -35526.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 4275 members 
Mstep: Class 3 contains 14388 members 
Mstep: Class 4 contains 3442 members 
Mstep: Class 5 contains 102087 members 
Mstep: Class 6 contains 12210 members 
Mstep: Class 7 contains 6874 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 80771 members 
Mstep: Class 10 contains 13546 members 
Mstep: Class 11 contains 4886 members 
Mstep: Class 12 contains 14064 members 
Mstep: Class 13 contains 16244 members 
Mstep: Class 14 contains 45036 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 22499 members 
Mstep: Class 19 contains 1632 members 
Mstep: Class 20 contains 5497 members 
Entering Unmasked Estep 
Score: -21329166.000000 Penalty: 41578.109375
Splitting cluster 1 changes total score from -21329942.000000 to -21329166.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Entering Unmasked Estep 
Score: -216051.125000 Penalty: 1358.587646
	Iteration 0F: 2 clusters Score -216051.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -212497.234375 Penalty: 2717.175293
	Iteration 0F: 3 clusters Score -212497.2 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -213515.875000 Penalty: 2717.175293
	Iteration 1F: 3 clusters Score -213515.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -213809.000000 Penalty: 2717.175293
	Iteration 2F: 3 clusters Score -213809 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -214066.406250 Penalty: 2717.175293
	Iteration 3F: 3 clusters Score -214066.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -214376.390625 Penalty: 2717.175293
	Iteration 4F: 3 clusters Score -214376.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -214601.234375 Penalty: 2717.175293
	Iteration 5F: 3 clusters Score -214601.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -214767.000000 Penalty: 2717.175293
	Iteration 6Q: 3 clusters Score -214767 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -214891.218750 Penalty: 2717.175293
	Iteration 7Q: 3 clusters Score -214891.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -214985.078125 Penalty: 2717.175293
	Iteration 8Q: 3 clusters Score -214985.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -215057.968750 Penalty: 2717.175293
	Iteration 9Q: 3 clusters Score -215058 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -215112.593750 Penalty: 2717.175293
	Iteration 10Q: 3 clusters Score -215112.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -215148.031250 Penalty: 2717.175293
	Iteration 11Q: 3 clusters Score -215148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -215176.203125 Penalty: 2717.175293
	Iteration 12Q: 3 clusters Score -215176.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -215204.906250 Penalty: 2717.175293
	Iteration 13Q: 3 clusters Score -215204.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -215223.390625 Penalty: 2717.175293
	Iteration 14Q: 3 clusters Score -215223.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -215238.171875 Penalty: 2717.175293
	Iteration 15Q: 3 clusters Score -215238.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -215248.156250 Penalty: 2717.175293
	Iteration 16Q: 3 clusters Score -215248.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -215260.609375 Penalty: 2717.175293
	Iteration 17Q: 3 clusters Score -215260.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -215270.750000 Penalty: 2717.175293
	Iteration 18Q: 3 clusters Score -215270.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -215279.796875 Penalty: 2717.175293
	Iteration 19Q: 3 clusters Score -215279.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -215286.671875 Penalty: 2717.175293
	Iteration 20F: 3 clusters Score -215286.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -215294.781250 Penalty: 2717.175293
	Iteration 21Q: 3 clusters Score -215294.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -215300.937500 Penalty: 2717.175293
	Iteration 22Q: 3 clusters Score -215300.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -215304.343750 Penalty: 2717.175293
	Iteration 23Q: 3 clusters Score -215304.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -215308.406250 Penalty: 2717.175293
	Iteration 24Q: 3 clusters Score -215308.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -215309.812500 Penalty: 2717.175293
	Iteration 25Q: 3 clusters Score -215309.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -215313.062500 Penalty: 2717.175293
	Iteration 26Q: 3 clusters Score -215313.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -215317.640625 Penalty: 2717.175293
	Iteration 27Q: 3 clusters Score -215317.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -215320.421875 Penalty: 2717.175293
	Iteration 28Q: 3 clusters Score -215320.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -215322.015625 Penalty: 2717.175293
	Iteration 29Q: 3 clusters Score -215322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -215323.109375 Penalty: 2717.175293
	Iteration 30Q: 3 clusters Score -215323.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -215324.062500 Penalty: 2717.175293
	Iteration 31Q: 3 clusters Score -215324.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -215325.812500 Penalty: 2717.175293
	Iteration 32Q: 3 clusters Score -215325.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -215328.921875 Penalty: 2717.175293
	Iteration 33Q: 3 clusters Score -215328.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -215333.265625 Penalty: 2717.175293
	Iteration 34Q: 3 clusters Score -215333.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -215338.812500 Penalty: 2717.175293
	Iteration 35Q: 3 clusters Score -215338.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -215345.156250 Penalty: 2717.175293
	Iteration 36Q: 3 clusters Score -215345.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -215349.546875 Penalty: 2717.175293
	Iteration 37Q: 3 clusters Score -215349.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -215350.968750 Penalty: 2717.175293
	Iteration 38Q: 3 clusters Score -215351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -215351.765625 Penalty: 2717.175293
	Iteration 39Q: 3 clusters Score -215351.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -215351.687500 Penalty: 2717.175293
	Iteration 40F: 3 clusters Score -215351.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Entering Unmasked Estep 
Score: -852224.125000 Penalty: 1555.799438
	Iteration 0F: 2 clusters Score -852224.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -842250.250000 Penalty: 3111.598877
	Iteration 0F: 3 clusters Score -842250.2 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -846184.687500 Penalty: 3111.598877
	Iteration 1F: 3 clusters Score -846184.7 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -847173.187500 Penalty: 3111.598877
	Iteration 2F: 3 clusters Score -847173.2 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -848353.500000 Penalty: 3111.598877
	Iteration 3F: 3 clusters Score -848353.5 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -849447.187500 Penalty: 3111.598877
	Iteration 4F: 3 clusters Score -849447.2 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -850253.687500 Penalty: 3111.598877
	Iteration 5F: 3 clusters Score -850253.7 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -850803.250000 Penalty: 3111.598877
	Iteration 6F: 3 clusters Score -850803.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -851183.187500 Penalty: 3111.598877
	Iteration 7Q: 3 clusters Score -851183.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -851419.250000 Penalty: 3111.598877
	Iteration 8Q: 3 clusters Score -851419.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -851535.312500 Penalty: 3111.598877
	Iteration 9Q: 3 clusters Score -851535.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -851589.437500 Penalty: 3111.598877
	Iteration 10Q: 3 clusters Score -851589.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -851611.500000 Penalty: 3111.598877
	Iteration 11Q: 3 clusters Score -851611.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -851625.187500 Penalty: 3111.598877
	Iteration 12Q: 3 clusters Score -851625.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -851634.250000 Penalty: 3111.598877
	Iteration 13Q: 3 clusters Score -851634.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -851636.437500 Penalty: 3111.598877
	Iteration 14Q: 3 clusters Score -851636.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -851638.812500 Penalty: 3111.598877
	Iteration 15Q: 3 clusters Score -851638.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -851641.937500 Penalty: 3111.598877
	Iteration 16Q: 3 clusters Score -851641.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -851644.687500 Penalty: 3111.598877
	Iteration 17Q: 3 clusters Score -851644.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -851645.125000 Penalty: 3111.598877
	Iteration 18Q: 3 clusters Score -851645.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -851645.812500 Penalty: 3111.598877
	Iteration 19Q: 3 clusters Score -851645.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -851646.062500 Penalty: 3111.598877
	Iteration 20F: 3 clusters Score -851646.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -851647.750000 Penalty: 3111.598877
	Iteration 21Q: 3 clusters Score -851647.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -851646.937500 Penalty: 3111.598877
	Iteration 22Q: 3 clusters Score -851646.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -851647.312500 Penalty: 3111.598877
	Iteration 23Q: 3 clusters Score -851647.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -851647.000000 Penalty: 3111.598877
	Iteration 24Q: 3 clusters Score -851647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -851650.875000 Penalty: 3111.598877
	Iteration 25Q: 3 clusters Score -851650.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -851651.437500 Penalty: 3111.598877
	Iteration 26Q: 3 clusters Score -851651.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -851649.375000 Penalty: 3111.598877
	Iteration 27Q: 3 clusters Score -851649.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -851650.187500 Penalty: 3111.598877
	Iteration 28Q: 3 clusters Score -851650.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -851652.250000 Penalty: 3111.598877
	Iteration 29Q: 3 clusters Score -851652.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -851653.000000 Penalty: 3111.598877
	Iteration 30Q: 3 clusters Score -851653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -851650.500000 Penalty: 3111.598877
	Iteration 31Q: 3 clusters Score -851650.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -851650.500000 Penalty: 3111.598877
	Iteration 32F: 3 clusters Score -851650.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Entering Unmasked Estep 
Score: -210817.468750 Penalty: 1323.368896
	Iteration 0F: 2 clusters Score -210817.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -207786.031250 Penalty: 2646.737793
	Iteration 0F: 3 clusters Score -207786 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -208535.718750 Penalty: 2646.737793
	Iteration 1F: 3 clusters Score -208535.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -208687.156250 Penalty: 2646.737793
	Iteration 2F: 3 clusters Score -208687.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -208810.968750 Penalty: 2646.737793
	Iteration 3F: 3 clusters Score -208811 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -208899.468750 Penalty: 2646.737793
	Iteration 4Q: 3 clusters Score -208899.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -208979.812500 Penalty: 2646.737793
	Iteration 5Q: 3 clusters Score -208979.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -209087.078125 Penalty: 2646.737793
	Iteration 6Q: 3 clusters Score -209087.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -209208.859375 Penalty: 2646.737793
	Iteration 7Q: 3 clusters Score -209208.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -209345.390625 Penalty: 2646.737793
	Iteration 8Q: 3 clusters Score -209345.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -209489.625000 Penalty: 2646.737793
	Iteration 9Q: 3 clusters Score -209489.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -209621.390625 Penalty: 2646.737793
	Iteration 10Q: 3 clusters Score -209621.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -209771.890625 Penalty: 2646.737793
	Iteration 11Q: 3 clusters Score -209771.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -209920.921875 Penalty: 2646.737793
	Iteration 12Q: 3 clusters Score -209920.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -210080.171875 Penalty: 2646.737793
	Iteration 13Q: 3 clusters Score -210080.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -210238.687500 Penalty: 2646.737793
	Iteration 14Q: 3 clusters Score -210238.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -210392.625000 Penalty: 2646.737793
	Iteration 15Q: 3 clusters Score -210392.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -210499.546875 Penalty: 2646.737793
	Iteration 16Q: 3 clusters Score -210499.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -210640.656250 Penalty: 2646.737793
	Iteration 17Q: 3 clusters Score -210640.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -210869.656250 Penalty: 2646.737793
	Iteration 18Q: 3 clusters Score -210869.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -211126.437500 Penalty: 2646.737793
	Iteration 19Q: 3 clusters Score -211126.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -211258.515625 Penalty: 2646.737793
	Iteration 20F: 3 clusters Score -211258.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -211272.828125 Penalty: 2646.737793
	Iteration 21Q: 3 clusters Score -211272.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -211276.156250 Penalty: 2646.737793
	Iteration 22Q: 3 clusters Score -211276.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -211275.984375 Penalty: 2646.737793
	Iteration 23Q: 3 clusters Score -211276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -211275.984375 Penalty: 2646.737793
	Iteration 24F: 3 clusters Score -211276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4275 members 
Mstep: Class 3 contains 14388 members 
Mstep: Class 4 contains 2382 members 
Mstep: Class 5 contains 102087 members 
Mstep: Class 6 contains 12210 members 
Mstep: Class 7 contains 6874 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 9 contains 80771 members 
Mstep: Class 10 contains 13546 members 
Mstep: Class 11 contains 4886 members 
Mstep: Class 12 contains 14064 members 
Mstep: Class 13 contains 16244 members 
Mstep: Class 14 contains 45036 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 22499 members 
Mstep: Class 19 contains 1632 members 
Mstep: Class 20 contains 5497 members 
Entering Unmasked Estep 
Score: -21329692.000000 Penalty: 41578.109375
Splitting cluster 4 changes total score from -21329942.000000 to -21329692.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (102087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102087 members 
Entering Unmasked Estep 
Score: -6204401.500000 Penalty: 1874.206909
	Iteration 0F: 2 clusters Score -6204402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -6136127.500000 Penalty: 3748.413818
	Iteration 0F: 3 clusters Score -6136128 nChanged 48843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -6165048.500000 Penalty: 3748.413818
	Iteration 1F: 3 clusters Score -6165048 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56419 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -6166349.000000 Penalty: 3748.413818
	Iteration 2Q: 3 clusters Score -6166349 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59408 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -6168302.500000 Penalty: 3748.413818
	Iteration 3Q: 3 clusters Score -6168302 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63687 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -6171181.500000 Penalty: 3748.413818
	Iteration 4F: 3 clusters Score -6171182 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69230 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -6175447.000000 Penalty: 3748.413818
	Iteration 5F: 3 clusters Score -6175447 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75571 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -6180876.500000 Penalty: 3748.413818
	Iteration 6F: 3 clusters Score -6180876 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81772 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -6186667.000000 Penalty: 3748.413818
	Iteration 7F: 3 clusters Score -6186667 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86852 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -6191525.000000 Penalty: 3748.413818
	Iteration 8F: 3 clusters Score -6191525 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90455 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -6194865.500000 Penalty: 3748.413818
	Iteration 9Q: 3 clusters Score -6194866 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92942 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -6196857.000000 Penalty: 3748.413818
	Iteration 10Q: 3 clusters Score -6196857 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94869 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -6198208.000000 Penalty: 3748.413818
	Iteration 11Q: 3 clusters Score -6198208 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96454 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -6199206.000000 Penalty: 3748.413818
	Iteration 12Q: 3 clusters Score -6199206 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97776 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -6200020.000000 Penalty: 3748.413818
	Iteration 13Q: 3 clusters Score -6200020 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98879 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -6200752.000000 Penalty: 3748.413818
	Iteration 14Q: 3 clusters Score -6200752 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99761 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -6201346.000000 Penalty: 3748.413818
	Iteration 15Q: 3 clusters Score -6201346 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100415 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6201833.000000 Penalty: 3748.413818
	Iteration 16Q: 3 clusters Score -6201833 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100848 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6202146.000000 Penalty: 3748.413818
	Iteration 17Q: 3 clusters Score -6202146 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101118 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6202325.000000 Penalty: 3748.413818
	Iteration 18Q: 3 clusters Score -6202325 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101284 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6202455.500000 Penalty: 3748.413818
	Iteration 19Q: 3 clusters Score -6202456 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101397 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6202519.000000 Penalty: 3748.413818
	Iteration 20F: 3 clusters Score -6202519 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101489 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6202592.500000 Penalty: 3748.413818
	Iteration 21Q: 3 clusters Score -6202592 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101553 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6202622.000000 Penalty: 3748.413818
	Iteration 22Q: 3 clusters Score -6202622 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101595 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6202662.500000 Penalty: 3748.413818
	Iteration 23Q: 3 clusters Score -6202662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101621 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6202690.500000 Penalty: 3748.413818
	Iteration 24Q: 3 clusters Score -6202690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101644 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6202712.000000 Penalty: 3748.413818
	Iteration 25Q: 3 clusters Score -6202712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101667 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6202741.000000 Penalty: 3748.413818
	Iteration 26Q: 3 clusters Score -6202741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101682 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6202748.000000 Penalty: 3748.413818
	Iteration 27Q: 3 clusters Score -6202748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101692 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6202753.000000 Penalty: 3748.413818
	Iteration 28Q: 3 clusters Score -6202753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101700 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6202756.000000 Penalty: 3748.413818
	Iteration 29Q: 3 clusters Score -6202756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101710 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6202762.500000 Penalty: 3748.413818
	Iteration 30Q: 3 clusters Score -6202762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101718 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6202767.000000 Penalty: 3748.413818
	Iteration 31Q: 3 clusters Score -6202767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101725 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6202783.500000 Penalty: 3748.413818
	Iteration 32Q: 3 clusters Score -6202784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101729 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6202785.500000 Penalty: 3748.413818
	Iteration 33Q: 3 clusters Score -6202786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101732 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6202789.000000 Penalty: 3748.413818
	Iteration 34Q: 3 clusters Score -6202789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101733 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6202785.000000 Penalty: 3748.413818
	Iteration 35Q: 3 clusters Score -6202785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101733 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6202785.000000 Penalty: 3748.413818
	Iteration 36F: 3 clusters Score -6202785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Entering Unmasked Estep 
Score: -780125.250000 Penalty: 1529.126709
	Iteration 0F: 2 clusters Score -780125.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -771558.500000 Penalty: 3058.253418
	Iteration 0F: 3 clusters Score -771558.5 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -774410.625000 Penalty: 3058.253418
	Iteration 1F: 3 clusters Score -774410.6 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -774770.187500 Penalty: 3058.253418
	Iteration 2F: 3 clusters Score -774770.2 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -775159.750000 Penalty: 3058.253418
	Iteration 3F: 3 clusters Score -775159.8 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -775608.437500 Penalty: 3058.253418
	Iteration 4F: 3 clusters Score -775608.4 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -776099.437500 Penalty: 3058.253418
	Iteration 5F: 3 clusters Score -776099.4 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -776624.750000 Penalty: 3058.253418
	Iteration 6F: 3 clusters Score -776624.8 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -777131.062500 Penalty: 3058.253418
	Iteration 7F: 3 clusters Score -777131.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -777558.500000 Penalty: 3058.253418
	Iteration 8Q: 3 clusters Score -777558.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -777906.250000 Penalty: 3058.253418
	Iteration 9Q: 3 clusters Score -777906.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -778190.062500 Penalty: 3058.253418
	Iteration 10Q: 3 clusters Score -778190.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -778427.937500 Penalty: 3058.253418
	Iteration 11Q: 3 clusters Score -778427.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -778609.562500 Penalty: 3058.253418
	Iteration 12Q: 3 clusters Score -778609.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -778758.812500 Penalty: 3058.253418
	Iteration 13Q: 3 clusters Score -778758.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -778890.562500 Penalty: 3058.253418
	Iteration 14Q: 3 clusters Score -778890.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -778999.687500 Penalty: 3058.253418
	Iteration 15Q: 3 clusters Score -778999.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -779089.937500 Penalty: 3058.253418
	Iteration 16Q: 3 clusters Score -779089.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -779151.937500 Penalty: 3058.253418
	Iteration 17Q: 3 clusters Score -779151.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -779224.312500 Penalty: 3058.253418
	Iteration 18Q: 3 clusters Score -779224.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -779301.937500 Penalty: 3058.253418
	Iteration 19Q: 3 clusters Score -779301.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -779393.250000 Penalty: 3058.253418
	Iteration 20F: 3 clusters Score -779393.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -779466.812500 Penalty: 3058.253418
	Iteration 21Q: 3 clusters Score -779466.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -779505.187500 Penalty: 3058.253418
	Iteration 22Q: 3 clusters Score -779505.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -779526.812500 Penalty: 3058.253418
	Iteration 23Q: 3 clusters Score -779526.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -779540.000000 Penalty: 3058.253418
	Iteration 24Q: 3 clusters Score -779540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -779549.625000 Penalty: 3058.253418
	Iteration 25Q: 3 clusters Score -779549.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -779559.500000 Penalty: 3058.253418
	Iteration 26Q: 3 clusters Score -779559.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -779567.437500 Penalty: 3058.253418
	Iteration 27Q: 3 clusters Score -779567.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -779574.437500 Penalty: 3058.253418
	Iteration 28Q: 3 clusters Score -779574.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -779580.562500 Penalty: 3058.253418
	Iteration 29Q: 3 clusters Score -779580.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -779586.250000 Penalty: 3058.253418
	Iteration 30Q: 3 clusters Score -779586.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -779594.312500 Penalty: 3058.253418
	Iteration 31Q: 3 clusters Score -779594.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -779596.062500 Penalty: 3058.253418
	Iteration 32Q: 3 clusters Score -779596.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -779597.437500 Penalty: 3058.253418
	Iteration 33Q: 3 clusters Score -779597.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -779598.812500 Penalty: 3058.253418
	Iteration 34Q: 3 clusters Score -779598.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -779599.312500 Penalty: 3058.253418
	Iteration 35Q: 3 clusters Score -779599.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -779599.312500 Penalty: 3058.253418
	Iteration 36F: 3 clusters Score -779599.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Entering Unmasked Estep 
Score: -405255.937500 Penalty: 1435.769043
	Iteration 0F: 2 clusters Score -405255.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -400050.593750 Penalty: 2871.538086
	Iteration 0F: 3 clusters Score -400050.6 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -401712.906250 Penalty: 2871.538086
	Iteration 1F: 3 clusters Score -401712.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -402133.156250 Penalty: 2871.538086
	Iteration 2F: 3 clusters Score -402133.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -402558.843750 Penalty: 2871.538086
	Iteration 3F: 3 clusters Score -402558.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -402952.656250 Penalty: 2871.538086
	Iteration 4F: 3 clusters Score -402952.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -403299.500000 Penalty: 2871.538086
	Iteration 5F: 3 clusters Score -403299.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -403577.937500 Penalty: 2871.538086
	Iteration 6F: 3 clusters Score -403577.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -403836.718750 Penalty: 2871.538086
	Iteration 7F: 3 clusters Score -403836.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -404023.031250 Penalty: 2871.538086
	Iteration 8Q: 3 clusters Score -404023 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -404166.187500 Penalty: 2871.538086
	Iteration 9Q: 3 clusters Score -404166.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -404296.031250 Penalty: 2871.538086
	Iteration 10Q: 3 clusters Score -404296 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -404400.500000 Penalty: 2871.538086
	Iteration 11Q: 3 clusters Score -404400.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -404491.250000 Penalty: 2871.538086
	Iteration 12Q: 3 clusters Score -404491.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -404571.656250 Penalty: 2871.538086
	Iteration 13Q: 3 clusters Score -404571.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -404623.437500 Penalty: 2871.538086
	Iteration 14Q: 3 clusters Score -404623.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -404660.250000 Penalty: 2871.538086
	Iteration 15Q: 3 clusters Score -404660.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -404701.500000 Penalty: 2871.538086
	Iteration 16Q: 3 clusters Score -404701.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -404740.906250 Penalty: 2871.538086
	Iteration 17Q: 3 clusters Score -404740.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -404769.437500 Penalty: 2871.538086
	Iteration 18Q: 3 clusters Score -404769.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -404802.281250 Penalty: 2871.538086
	Iteration 19Q: 3 clusters Score -404802.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -404824.281250 Penalty: 2871.538086
	Iteration 20F: 3 clusters Score -404824.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -404843.531250 Penalty: 2871.538086
	Iteration 21Q: 3 clusters Score -404843.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -404853.718750 Penalty: 2871.538086
	Iteration 22Q: 3 clusters Score -404853.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -404859.218750 Penalty: 2871.538086
	Iteration 23Q: 3 clusters Score -404859.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -404863.500000 Penalty: 2871.538086
	Iteration 24Q: 3 clusters Score -404863.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -404865.906250 Penalty: 2871.538086
	Iteration 25Q: 3 clusters Score -404865.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -404868.906250 Penalty: 2871.538086
	Iteration 26Q: 3 clusters Score -404868.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -404869.687500 Penalty: 2871.538086
	Iteration 27Q: 3 clusters Score -404869.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -404870.875000 Penalty: 2871.538086
	Iteration 28Q: 3 clusters Score -404870.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -404870.593750 Penalty: 2871.538086
	Iteration 29Q: 3 clusters Score -404870.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -404871.531250 Penalty: 2871.538086
	Iteration 30Q: 3 clusters Score -404871.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -404870.937500 Penalty: 2871.538086
	Iteration 31Q: 3 clusters Score -404870.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -404870.937500 Penalty: 2871.538086
	Iteration 32F: 3 clusters Score -404870.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80771 members 
Entering Unmasked Estep 
Score: -5166512.500000 Penalty: 1836.148193
	Iteration 0F: 2 clusters Score -5166512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -5112412.000000 Penalty: 3672.296387
	Iteration 0F: 3 clusters Score -5112412 nChanged 38626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -5135915.500000 Penalty: 3672.296387
	Iteration 1F: 3 clusters Score -5135916 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -5137465.000000 Penalty: 3672.296387
	Iteration 2Q: 3 clusters Score -5137465 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -5139652.500000 Penalty: 3672.296387
	Iteration 3F: 3 clusters Score -5139652 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -5142784.500000 Penalty: 3672.296387
	Iteration 4F: 3 clusters Score -5142784 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 52801 members 
Entering Unmasked Estep 
Score: -5146822.000000 Penalty: 3672.296387
	Iteration 5F: 3 clusters Score -5146822 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -5151117.500000 Penalty: 3672.296387
	Iteration 6F: 3 clusters Score -5151118 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 57866 members 
Entering Unmasked Estep 
Score: -5154087.000000 Penalty: 3672.296387
	Iteration 7F: 3 clusters Score -5154087 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 59413 members 
Entering Unmasked Estep 
Score: -5155688.500000 Penalty: 3672.296387
	Iteration 8Q: 3 clusters Score -5155688 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 60759 members 
Entering Unmasked Estep 
Score: -5156485.500000 Penalty: 3672.296387
	Iteration 9Q: 3 clusters Score -5156486 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 62107 members 
Entering Unmasked Estep 
Score: -5157095.000000 Penalty: 3672.296387
	Iteration 10Q: 3 clusters Score -5157095 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 63439 members 
Entering Unmasked Estep 
Score: -5157601.500000 Penalty: 3672.296387
	Iteration 11Q: 3 clusters Score -5157602 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 64740 members 
Entering Unmasked Estep 
Score: -5158100.500000 Penalty: 3672.296387
	Iteration 12Q: 3 clusters Score -5158100 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 66081 members 
Entering Unmasked Estep 
Score: -5158613.500000 Penalty: 3672.296387
	Iteration 13Q: 3 clusters Score -5158614 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 67413 members 
Entering Unmasked Estep 
Score: -5159176.500000 Penalty: 3672.296387
	Iteration 14Q: 3 clusters Score -5159176 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 68756 members 
Entering Unmasked Estep 
Score: -5159822.000000 Penalty: 3672.296387
	Iteration 15Q: 3 clusters Score -5159822 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 70039 members 
Entering Unmasked Estep 
Score: -5160399.500000 Penalty: 3672.296387
	Iteration 16Q: 3 clusters Score -5160400 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 71327 members 
Entering Unmasked Estep 
Score: -5161081.000000 Penalty: 3672.296387
	Iteration 17Q: 3 clusters Score -5161081 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 72564 members 
Entering Unmasked Estep 
Score: -5161763.500000 Penalty: 3672.296387
	Iteration 18Q: 3 clusters Score -5161764 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 73659 members 
Entering Unmasked Estep 
Score: -5162404.000000 Penalty: 3672.296387
	Iteration 19Q: 3 clusters Score -5162404 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 74631 members 
Entering Unmasked Estep 
Score: -5162886.000000 Penalty: 3672.296387
	Iteration 20F: 3 clusters Score -5162886 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 75485 members 
Entering Unmasked Estep 
Score: -5163331.000000 Penalty: 3672.296387
	Iteration 21Q: 3 clusters Score -5163331 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 76191 members 
Entering Unmasked Estep 
Score: -5163672.000000 Penalty: 3672.296387
	Iteration 22Q: 3 clusters Score -5163672 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 76779 members 
Entering Unmasked Estep 
Score: -5163915.500000 Penalty: 3672.296387
	Iteration 23Q: 3 clusters Score -5163916 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 77274 members 
Entering Unmasked Estep 
Score: -5164146.000000 Penalty: 3672.296387
	Iteration 24Q: 3 clusters Score -5164146 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 77703 members 
Entering Unmasked Estep 
Score: -5164333.500000 Penalty: 3672.296387
	Iteration 25Q: 3 clusters Score -5164334 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 78077 members 
Entering Unmasked Estep 
Score: -5164503.000000 Penalty: 3672.296387
	Iteration 26Q: 3 clusters Score -5164503 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 78368 members 
Entering Unmasked Estep 
Score: -5164646.000000 Penalty: 3672.296387
	Iteration 27Q: 3 clusters Score -5164646 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 78619 members 
Entering Unmasked Estep 
Score: -5164746.000000 Penalty: 3672.296387
	Iteration 28Q: 3 clusters Score -5164746 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 78817 members 
Entering Unmasked Estep 
Score: -5164831.500000 Penalty: 3672.296387
	Iteration 29Q: 3 clusters Score -5164832 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 78989 members 
Entering Unmasked Estep 
Score: -5164920.500000 Penalty: 3672.296387
	Iteration 30Q: 3 clusters Score -5164920 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 79122 members 
Entering Unmasked Estep 
Score: -5164964.500000 Penalty: 3672.296387
	Iteration 31Q: 3 clusters Score -5164964 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 79253 members 
Entering Unmasked Estep 
Score: -5165036.500000 Penalty: 3672.296387
	Iteration 32Q: 3 clusters Score -5165036 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 79337 members 
Entering Unmasked Estep 
Score: -5165052.000000 Penalty: 3672.296387
	Iteration 33Q: 3 clusters Score -5165052 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 79413 members 
Entering Unmasked Estep 
Score: -5165073.000000 Penalty: 3672.296387
	Iteration 34Q: 3 clusters Score -5165073 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 79465 members 
Entering Unmasked Estep 
Score: -5165084.500000 Penalty: 3672.296387
	Iteration 35Q: 3 clusters Score -5165084 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 79505 members 
Entering Unmasked Estep 
Score: -5165094.500000 Penalty: 3672.296387
	Iteration 36Q: 3 clusters Score -5165094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 79538 members 
Entering Unmasked Estep 
Score: -5165103.000000 Penalty: 3672.296387
	Iteration 37Q: 3 clusters Score -5165103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 79560 members 
Entering Unmasked Estep 
Score: -5165118.500000 Penalty: 3672.296387
	Iteration 38Q: 3 clusters Score -5165118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 79580 members 
Entering Unmasked Estep 
Score: -5165116.500000 Penalty: 3672.296387
	Iteration 39Q: 3 clusters Score -5165116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 79591 members 
Entering Unmasked Estep 
Score: -5165116.000000 Penalty: 3672.296387
	Iteration 40F: 3 clusters Score -5165116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 79599 members 
Entering Unmasked Estep 
Score: -5165118.000000 Penalty: 3672.296387
	Iteration 41Q: 3 clusters Score -5165118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 79611 members 
Entering Unmasked Estep 
Score: -5165124.000000 Penalty: 3672.296387
	Iteration 42Q: 3 clusters Score -5165124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 79620 members 
Entering Unmasked Estep 
Score: -5165118.000000 Penalty: 3672.296387
	Iteration 43Q: 3 clusters Score -5165118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -5165121.000000 Penalty: 3672.296387
	Iteration 44Q: 3 clusters Score -5165121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 79629 members 
Entering Unmasked Estep 
Score: -5165117.000000 Penalty: 3672.296387
	Iteration 45Q: 3 clusters Score -5165117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 79632 members 
Entering Unmasked Estep 
Score: -5165116.500000 Penalty: 3672.296387
	Iteration 46Q: 3 clusters Score -5165116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -5165113.500000 Penalty: 3672.296387
	Iteration 47Q: 3 clusters Score -5165114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 79640 members 
Entering Unmasked Estep 
Score: -5165114.500000 Penalty: 3672.296387
	Iteration 48Q: 3 clusters Score -5165114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 79648 members 
Entering Unmasked Estep 
Score: -5165114.500000 Penalty: 3672.296387
	Iteration 49Q: 3 clusters Score -5165114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 79656 members 
Entering Unmasked Estep 
Score: -5165116.000000 Penalty: 3672.296387
	Iteration 50Q: 3 clusters Score -5165116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 79656 members 
Entering Unmasked Estep 
Score: -5165121.500000 Penalty: 3672.296387
	Iteration 51Q: 3 clusters Score -5165122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 79657 members 
Entering Unmasked Estep 
Score: -5165115.500000 Penalty: 3672.296387
	Iteration 52Q: 3 clusters Score -5165116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 79660 members 
Entering Unmasked Estep 
Score: -5165119.500000 Penalty: 3672.296387
	Iteration 53Q: 3 clusters Score -5165120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 79661 members 
Entering Unmasked Estep 
Score: -5165119.500000 Penalty: 3672.296387
	Iteration 54Q: 3 clusters Score -5165120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 79664 members 
Entering Unmasked Estep 
Score: -5165123.500000 Penalty: 3672.296387
	Iteration 55Q: 3 clusters Score -5165124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 79665 members 
Entering Unmasked Estep 
Score: -5165124.500000 Penalty: 3672.296387
	Iteration 56Q: 3 clusters Score -5165124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 79668 members 
Entering Unmasked Estep 
Score: -5165122.500000 Penalty: 3672.296387
	Iteration 57Q: 3 clusters Score -5165122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 79673 members 
Entering Unmasked Estep 
Score: -5165122.000000 Penalty: 3672.296387
	Iteration 58Q: 3 clusters Score -5165122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 79676 members 
Entering Unmasked Estep 
Score: -5165124.500000 Penalty: 3672.296387
	Iteration 59Q: 3 clusters Score -5165124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 79679 members 
Entering Unmasked Estep 
Score: -5165126.000000 Penalty: 3672.296387
	Iteration 60F: 3 clusters Score -5165126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 79685 members 
Entering Unmasked Estep 
Score: -5165126.500000 Penalty: 3672.296387
	Iteration 61Q: 3 clusters Score -5165126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 79688 members 
Entering Unmasked Estep 
Score: -5165132.000000 Penalty: 3672.296387
	Iteration 62Q: 3 clusters Score -5165132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 79693 members 
Entering Unmasked Estep 
Score: -5165131.000000 Penalty: 3672.296387
	Iteration 63Q: 3 clusters Score -5165131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 79696 members 
Entering Unmasked Estep 
Score: -5165138.500000 Penalty: 3672.296387
	Iteration 64Q: 3 clusters Score -5165138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 79703 members 
Entering Unmasked Estep 
Score: -5165140.000000 Penalty: 3672.296387
	Iteration 65Q: 3 clusters Score -5165140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 79710 members 
Entering Unmasked Estep 
Score: -5165140.000000 Penalty: 3672.296387
	Iteration 66Q: 3 clusters Score -5165140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 79714 members 
Entering Unmasked Estep 
Score: -5165138.500000 Penalty: 3672.296387
	Iteration 67Q: 3 clusters Score -5165138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 79719 members 
Entering Unmasked Estep 
Score: -5165141.500000 Penalty: 3672.296387
	Iteration 68Q: 3 clusters Score -5165142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 79724 members 
Entering Unmasked Estep 
Score: -5165148.000000 Penalty: 3672.296387
	Iteration 69Q: 3 clusters Score -5165148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 79728 members 
Entering Unmasked Estep 
Score: -5165141.000000 Penalty: 3672.296387
	Iteration 70Q: 3 clusters Score -5165141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 79727 members 
Entering Unmasked Estep 
Score: -5165142.500000 Penalty: 3672.296387
	Iteration 71Q: 3 clusters Score -5165142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 79728 members 
Entering Unmasked Estep 
Score: -5165142.000000 Penalty: 3672.296387
	Iteration 72Q: 3 clusters Score -5165142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 79728 members 
Entering Unmasked Estep 
Score: -5165142.000000 Penalty: 3672.296387
	Iteration 73F: 3 clusters Score -5165142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Entering Unmasked Estep 
Score: -816210.562500 Penalty: 1546.000000
	Iteration 0F: 2 clusters Score -816210.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -806815.875000 Penalty: 3092.000000
	Iteration 0F: 3 clusters Score -806815.9 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -810797.000000 Penalty: 3092.000000
	Iteration 1F: 3 clusters Score -810797 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -811790.437500 Penalty: 3092.000000
	Iteration 2F: 3 clusters Score -811790.4 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -812792.750000 Penalty: 3092.000000
	Iteration 3F: 3 clusters Score -812792.8 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -813782.937500 Penalty: 3092.000000
	Iteration 4F: 3 clusters Score -813782.9 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -814628.625000 Penalty: 3092.000000
	Iteration 5F: 3 clusters Score -814628.6 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -815142.937500 Penalty: 3092.000000
	Iteration 6F: 3 clusters Score -815142.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -815399.187500 Penalty: 3092.000000
	Iteration 7Q: 3 clusters Score -815399.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -815537.750000 Penalty: 3092.000000
	Iteration 8Q: 3 clusters Score -815537.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -815636.687500 Penalty: 3092.000000
	Iteration 9Q: 3 clusters Score -815636.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -815728.312500 Penalty: 3092.000000
	Iteration 10Q: 3 clusters Score -815728.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -815838.062500 Penalty: 3092.000000
	Iteration 11Q: 3 clusters Score -815838.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -815992.250000 Penalty: 3092.000000
	Iteration 12Q: 3 clusters Score -815992.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -816146.312500 Penalty: 3092.000000
	Iteration 13Q: 3 clusters Score -816146.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -816269.312500 Penalty: 3092.000000
	Iteration 14Q: 3 clusters Score -816269.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -816356.375000 Penalty: 3092.000000
	Iteration 15Q: 3 clusters Score -816356.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -816428.375000 Penalty: 3092.000000
	Iteration 16Q: 3 clusters Score -816428.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -816506.812500 Penalty: 3092.000000
	Iteration 17Q: 3 clusters Score -816506.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -816612.750000 Penalty: 3092.000000
	Iteration 18Q: 3 clusters Score -816612.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -816708.187500 Penalty: 3092.000000
	Iteration 19Q: 3 clusters Score -816708.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -816752.250000 Penalty: 3092.000000
	Iteration 20F: 3 clusters Score -816752.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -816772.437500 Penalty: 3092.000000
	Iteration 21Q: 3 clusters Score -816772.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -816781.250000 Penalty: 3092.000000
	Iteration 22Q: 3 clusters Score -816781.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -816789.500000 Penalty: 3092.000000
	Iteration 23Q: 3 clusters Score -816789.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -816793.437500 Penalty: 3092.000000
	Iteration 24Q: 3 clusters Score -816793.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -816797.312500 Penalty: 3092.000000
	Iteration 25Q: 3 clusters Score -816797.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -816797.375000 Penalty: 3092.000000
	Iteration 26Q: 3 clusters Score -816797.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -816801.625000 Penalty: 3092.000000
	Iteration 27Q: 3 clusters Score -816801.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -816802.500000 Penalty: 3092.000000
	Iteration 28Q: 3 clusters Score -816802.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -816804.000000 Penalty: 3092.000000
	Iteration 29Q: 3 clusters Score -816804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -816805.687500 Penalty: 3092.000000
	Iteration 30Q: 3 clusters Score -816805.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -816806.562500 Penalty: 3092.000000
	Iteration 31Q: 3 clusters Score -816806.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -816806.562500 Penalty: 3092.000000
	Iteration 32F: 3 clusters Score -816806.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4275 members 
Mstep: Class 3 contains 14388 members 
Mstep: Class 4 contains 3442 members 
Mstep: Class 5 contains 102087 members 
Mstep: Class 6 contains 12210 members 
Mstep: Class 7 contains 6874 members 
Mstep: Class 8 contains 11998 members 
Mstep: Class 9 contains 80771 members 
Mstep: Class 10 contains 1548 members 
Mstep: Class 11 contains 4886 members 
Mstep: Class 12 contains 14064 members 
Mstep: Class 13 contains 16244 members 
Mstep: Class 14 contains 45036 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 22499 members 
Mstep: Class 19 contains 1632 members 
Mstep: Class 20 contains 5497 members 
Entering Unmasked Estep 
Score: -21330098.000000 Penalty: 41578.109375
Splitting cluster 10 changes total score from -21329942.000000 to -21330098.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 11 (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: -309936.187500 Penalty: 1380.296021
	Iteration 0F: 2 clusters Score -309936.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -306018.937500 Penalty: 2760.592041
	Iteration 0F: 3 clusters Score -306018.9 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -307079.031250 Penalty: 2760.592041
	Iteration 1F: 3 clusters Score -307079 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -307227.593750 Penalty: 2760.592041
	Iteration 2F: 3 clusters Score -307227.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -307329.437500 Penalty: 2760.592041
	Iteration 3Q: 3 clusters Score -307329.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -307399.343750 Penalty: 2760.592041
	Iteration 4Q: 3 clusters Score -307399.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -307440.500000 Penalty: 2760.592041
	Iteration 5Q: 3 clusters Score -307440.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -307481.281250 Penalty: 2760.592041
	Iteration 6Q: 3 clusters Score -307481.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -307515.312500 Penalty: 2760.592041
	Iteration 7Q: 3 clusters Score -307515.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -307540.406250 Penalty: 2760.592041
	Iteration 8Q: 3 clusters Score -307540.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -307561.968750 Penalty: 2760.592041
	Iteration 9Q: 3 clusters Score -307562 nChanged 66
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: -307579.531250 Penalty: 2760.592041
	Iteration 10Q: 3 clusters Score -307579.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -307594.656250 Penalty: 2760.592041
	Iteration 11Q: 3 clusters Score -307594.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -307607.781250 Penalty: 2760.592041
	Iteration 12Q: 3 clusters Score -307607.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -307621.187500 Penalty: 2760.592041
	Iteration 13Q: 3 clusters Score -307621.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -307632.000000 Penalty: 2760.592041
	Iteration 14Q: 3 clusters Score -307632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -307638.812500 Penalty: 2760.592041
	Iteration 15Q: 3 clusters Score -307638.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -307650.812500 Penalty: 2760.592041
	Iteration 16Q: 3 clusters Score -307650.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -307663.312500 Penalty: 2760.592041
	Iteration 17Q: 3 clusters Score -307663.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -307675.250000 Penalty: 2760.592041
	Iteration 18Q: 3 clusters Score -307675.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -307691.343750 Penalty: 2760.592041
	Iteration 19Q: 3 clusters Score -307691.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -307709.500000 Penalty: 2760.592041
	Iteration 20F: 3 clusters Score -307709.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -307728.812500 Penalty: 2760.592041
	Iteration 21Q: 3 clusters Score -307728.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -307746.687500 Penalty: 2760.592041
	Iteration 22Q: 3 clusters Score -307746.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -307772.562500 Penalty: 2760.592041
	Iteration 23Q: 3 clusters Score -307772.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -307805.687500 Penalty: 2760.592041
	Iteration 24Q: 3 clusters Score -307805.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -307832.718750 Penalty: 2760.592041
	Iteration 25Q: 3 clusters Score -307832.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -307866.593750 Penalty: 2760.592041
	Iteration 26Q: 3 clusters Score -307866.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -307900.343750 Penalty: 2760.592041
	Iteration 27Q: 3 clusters Score -307900.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -307931.656250 Penalty: 2760.592041
	Iteration 28Q: 3 clusters Score -307931.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -307960.843750 Penalty: 2760.592041
	Iteration 29Q: 3 clusters Score -307960.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -307992.218750 Penalty: 2760.592041
	Iteration 30Q: 3 clusters Score -307992.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -308018.218750 Penalty: 2760.592041
	Iteration 31Q: 3 clusters Score -308018.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -308051.000000 Penalty: 2760.592041
	Iteration 32Q: 3 clusters Score -308051 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -308092.375000 Penalty: 2760.592041
	Iteration 33Q: 3 clusters Score -308092.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -308139.156250 Penalty: 2760.592041
	Iteration 34Q: 3 clusters Score -308139.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -308176.500000 Penalty: 2760.592041
	Iteration 35Q: 3 clusters Score -308176.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -308216.781250 Penalty: 2760.592041
	Iteration 36Q: 3 clusters Score -308216.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -308262.343750 Penalty: 2760.592041
	Iteration 37Q: 3 clusters Score -308262.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -308315.125000 Penalty: 2760.592041
	Iteration 38Q: 3 clusters Score -308315.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -308363.500000 Penalty: 2760.592041
	Iteration 39Q: 3 clusters Score -308363.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -308408.593750 Penalty: 2760.592041
	Iteration 40F: 3 clusters Score -308408.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -308458.093750 Penalty: 2760.592041
	Iteration 41Q: 3 clusters Score -308458.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -308498.906250 Penalty: 2760.592041
	Iteration 42Q: 3 clusters Score -308498.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -308537.812500 Penalty: 2760.592041
	Iteration 43Q: 3 clusters Score -308537.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -308569.281250 Penalty: 2760.592041
	Iteration 44Q: 3 clusters Score -308569.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -308602.750000 Penalty: 2760.592041
	Iteration 45Q: 3 clusters Score -308602.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -308625.562500 Penalty: 2760.592041
	Iteration 46Q: 3 clusters Score -308625.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -308642.500000 Penalty: 2760.592041
	Iteration 47Q: 3 clusters Score -308642.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -308652.031250 Penalty: 2760.592041
	Iteration 48Q: 3 clusters Score -308652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -308659.093750 Penalty: 2760.592041
	Iteration 49Q: 3 clusters Score -308659.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -308666.250000 Penalty: 2760.592041
	Iteration 50Q: 3 clusters Score -308666.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -308669.187500 Penalty: 2760.592041
	Iteration 51Q: 3 clusters Score -308669.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -308671.187500 Penalty: 2760.592041
	Iteration 52Q: 3 clusters Score -308671.2 nChanged 1
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: -308672.656250 Penalty: 2760.592041
	Iteration 53Q: 3 clusters Score -308672.7 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: -308674.062500 Penalty: 2760.592041
	Iteration 54Q: 3 clusters Score -308674.1 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: -308675.312500 Penalty: 2760.592041
	Iteration 55Q: 3 clusters Score -308675.3 nChanged 0
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: -308675.312500 Penalty: 2760.592041
	Iteration 56F: 3 clusters Score -308675.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Entering Unmasked Estep 
Score: -846373.062500 Penalty: 1552.098145
	Iteration 0F: 2 clusters Score -846373.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -836624.875000 Penalty: 3104.196289
	Iteration 0F: 3 clusters Score -836624.9 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -839959.125000 Penalty: 3104.196289
	Iteration 1F: 3 clusters Score -839959.1 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -840289.500000 Penalty: 3104.196289
	Iteration 2F: 3 clusters Score -840289.5 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -840579.062500 Penalty: 3104.196289
	Iteration 3Q: 3 clusters Score -840579.1 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -840879.437500 Penalty: 3104.196289
	Iteration 4Q: 3 clusters Score -840879.4 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -841244.687500 Penalty: 3104.196289
	Iteration 5Q: 3 clusters Score -841244.7 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -841689.750000 Penalty: 3104.196289
	Iteration 6F: 3 clusters Score -841689.8 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -842227.500000 Penalty: 3104.196289
	Iteration 7F: 3 clusters Score -842227.5 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -842822.062500 Penalty: 3104.196289
	Iteration 8F: 3 clusters Score -842822.1 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -843425.687500 Penalty: 3104.196289
	Iteration 9F: 3 clusters Score -843425.7 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -844019.062500 Penalty: 3104.196289
	Iteration 10F: 3 clusters Score -844019.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -844550.875000 Penalty: 3104.196289
	Iteration 11Q: 3 clusters Score -844550.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -844981.750000 Penalty: 3104.196289
	Iteration 12Q: 3 clusters Score -844981.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -845275.500000 Penalty: 3104.196289
	Iteration 13Q: 3 clusters Score -845275.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -845486.187500 Penalty: 3104.196289
	Iteration 14Q: 3 clusters Score -845486.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -845593.687500 Penalty: 3104.196289
	Iteration 15Q: 3 clusters Score -845593.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -845671.250000 Penalty: 3104.196289
	Iteration 16Q: 3 clusters Score -845671.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -845726.812500 Penalty: 3104.196289
	Iteration 17Q: 3 clusters Score -845726.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -845764.687500 Penalty: 3104.196289
	Iteration 18Q: 3 clusters Score -845764.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -845795.187500 Penalty: 3104.196289
	Iteration 19Q: 3 clusters Score -845795.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -845821.812500 Penalty: 3104.196289
	Iteration 20F: 3 clusters Score -845821.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -845838.000000 Penalty: 3104.196289
	Iteration 21Q: 3 clusters Score -845838 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -845851.562500 Penalty: 3104.196289
	Iteration 22Q: 3 clusters Score -845851.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -845858.250000 Penalty: 3104.196289
	Iteration 23Q: 3 clusters Score -845858.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -845864.937500 Penalty: 3104.196289
	Iteration 24Q: 3 clusters Score -845864.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -845867.687500 Penalty: 3104.196289
	Iteration 25Q: 3 clusters Score -845867.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -845868.062500 Penalty: 3104.196289
	Iteration 26Q: 3 clusters Score -845868.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -845871.187500 Penalty: 3104.196289
	Iteration 27Q: 3 clusters Score -845871.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -845875.125000 Penalty: 3104.196289
	Iteration 28Q: 3 clusters Score -845875.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -845875.125000 Penalty: 3104.196289
	Iteration 29Q: 3 clusters Score -845875.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -845876.812500 Penalty: 3104.196289
	Iteration 30Q: 3 clusters Score -845876.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -845878.437500 Penalty: 3104.196289
	Iteration 31Q: 3 clusters Score -845878.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -845878.562500 Penalty: 3104.196289
	Iteration 32Q: 3 clusters Score -845878.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -845879.812500 Penalty: 3104.196289
	Iteration 33Q: 3 clusters Score -845879.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -845879.500000 Penalty: 3104.196289
	Iteration 34Q: 3 clusters Score -845879.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -845880.250000 Penalty: 3104.196289
	Iteration 35Q: 3 clusters Score -845880.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -845883.125000 Penalty: 3104.196289
	Iteration 36Q: 3 clusters Score -845883.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -845884.125000 Penalty: 3104.196289
	Iteration 37Q: 3 clusters Score -845884.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -845884.625000 Penalty: 3104.196289
	Iteration 38Q: 3 clusters Score -845884.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -845885.937500 Penalty: 3104.196289
	Iteration 39Q: 3 clusters Score -845885.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -845884.562500 Penalty: 3104.196289
	Iteration 40F: 3 clusters Score -845884.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -845885.687500 Penalty: 3104.196289
	Iteration 41Q: 3 clusters Score -845885.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -845885.812500 Penalty: 3104.196289
	Iteration 42Q: 3 clusters Score -845885.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -845884.875000 Penalty: 3104.196289
	Iteration 43Q: 3 clusters Score -845884.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -845885.812500 Penalty: 3104.196289
	Iteration 44Q: 3 clusters Score -845885.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -845887.187500 Penalty: 3104.196289
	Iteration 45Q: 3 clusters Score -845887.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -845887.750000 Penalty: 3104.196289
	Iteration 46Q: 3 clusters Score -845887.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -845886.625000 Penalty: 3104.196289
	Iteration 47Q: 3 clusters Score -845886.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -845886.500000 Penalty: 3104.196289
	Iteration 48Q: 3 clusters Score -845886.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -845887.937500 Penalty: 3104.196289
	Iteration 49Q: 3 clusters Score -845887.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -845888.250000 Penalty: 3104.196289
	Iteration 50Q: 3 clusters Score -845888.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -845888.250000 Penalty: 3104.196289
	Iteration 51Q: 3 clusters Score -845888.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -845888.250000 Penalty: 3104.196289
	Iteration 52F: 3 clusters Score -845888.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Entering Unmasked Estep 
Score: -973243.937500 Penalty: 1575.515259
	Iteration 0F: 2 clusters Score -973243.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -962015.937500 Penalty: 3151.030518
	Iteration 0F: 3 clusters Score -962015.9 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -965968.750000 Penalty: 3151.030518
	Iteration 1F: 3 clusters Score -965968.8 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -966369.625000 Penalty: 3151.030518
	Iteration 2F: 3 clusters Score -966369.6 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -966860.625000 Penalty: 3151.030518
	Iteration 3F: 3 clusters Score -966860.6 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -967440.625000 Penalty: 3151.030518
	Iteration 4F: 3 clusters Score -967440.6 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -968101.312500 Penalty: 3151.030518
	Iteration 5F: 3 clusters Score -968101.3 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -968844.500000 Penalty: 3151.030518
	Iteration 6F: 3 clusters Score -968844.5 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -969591.062500 Penalty: 3151.030518
	Iteration 7F: 3 clusters Score -969591.1 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -970220.625000 Penalty: 3151.030518
	Iteration 8F: 3 clusters Score -970220.6 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -970689.812500 Penalty: 3151.030518
	Iteration 9Q: 3 clusters Score -970689.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -971003.875000 Penalty: 3151.030518
	Iteration 10Q: 3 clusters Score -971003.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -971230.562500 Penalty: 3151.030518
	Iteration 11Q: 3 clusters Score -971230.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -971374.437500 Penalty: 3151.030518
	Iteration 12Q: 3 clusters Score -971374.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -971494.000000 Penalty: 3151.030518
	Iteration 13Q: 3 clusters Score -971494 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -971594.812500 Penalty: 3151.030518
	Iteration 14Q: 3 clusters Score -971594.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -971670.500000 Penalty: 3151.030518
	Iteration 15Q: 3 clusters Score -971670.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -971748.187500 Penalty: 3151.030518
	Iteration 16Q: 3 clusters Score -971748.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -971806.437500 Penalty: 3151.030518
	Iteration 17Q: 3 clusters Score -971806.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -971847.000000 Penalty: 3151.030518
	Iteration 18Q: 3 clusters Score -971847 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -971880.062500 Penalty: 3151.030518
	Iteration 19Q: 3 clusters Score -971880.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -971904.375000 Penalty: 3151.030518
	Iteration 20F: 3 clusters Score -971904.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -971928.187500 Penalty: 3151.030518
	Iteration 21Q: 3 clusters Score -971928.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -971945.000000 Penalty: 3151.030518
	Iteration 22Q: 3 clusters Score -971945 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -971962.875000 Penalty: 3151.030518
	Iteration 23Q: 3 clusters Score -971962.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -971980.500000 Penalty: 3151.030518
	Iteration 24Q: 3 clusters Score -971980.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -971995.687500 Penalty: 3151.030518
	Iteration 25Q: 3 clusters Score -971995.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -972008.437500 Penalty: 3151.030518
	Iteration 26Q: 3 clusters Score -972008.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -972020.562500 Penalty: 3151.030518
	Iteration 27Q: 3 clusters Score -972020.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -972032.687500 Penalty: 3151.030518
	Iteration 28Q: 3 clusters Score -972032.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -972042.875000 Penalty: 3151.030518
	Iteration 29Q: 3 clusters Score -972042.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -972052.437500 Penalty: 3151.030518
	Iteration 30Q: 3 clusters Score -972052.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -972058.375000 Penalty: 3151.030518
	Iteration 31Q: 3 clusters Score -972058.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -972062.750000 Penalty: 3151.030518
	Iteration 32Q: 3 clusters Score -972062.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -972067.500000 Penalty: 3151.030518
	Iteration 33Q: 3 clusters Score -972067.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -972078.187500 Penalty: 3151.030518
	Iteration 34Q: 3 clusters Score -972078.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -972082.812500 Penalty: 3151.030518
	Iteration 35Q: 3 clusters Score -972082.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -972086.812500 Penalty: 3151.030518
	Iteration 36Q: 3 clusters Score -972086.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -972091.625000 Penalty: 3151.030518
	Iteration 37Q: 3 clusters Score -972091.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -972095.812500 Penalty: 3151.030518
	Iteration 38Q: 3 clusters Score -972095.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -972103.187500 Penalty: 3151.030518
	Iteration 39Q: 3 clusters Score -972103.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -972107.312500 Penalty: 3151.030518
	Iteration 40F: 3 clusters Score -972107.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -972114.687500 Penalty: 3151.030518
	Iteration 41Q: 3 clusters Score -972114.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -972116.125000 Penalty: 3151.030518
	Iteration 42Q: 3 clusters Score -972116.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -972119.437500 Penalty: 3151.030518
	Iteration 43Q: 3 clusters Score -972119.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -972122.125000 Penalty: 3151.030518
	Iteration 44Q: 3 clusters Score -972122.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -972124.687500 Penalty: 3151.030518
	Iteration 45Q: 3 clusters Score -972124.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -972125.875000 Penalty: 3151.030518
	Iteration 46Q: 3 clusters Score -972125.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -972124.875000 Penalty: 3151.030518
	Iteration 47Q: 3 clusters Score -972124.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -972128.000000 Penalty: 3151.030518
	Iteration 48Q: 3 clusters Score -972128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -972127.812500 Penalty: 3151.030518
	Iteration 49Q: 3 clusters Score -972127.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -972132.187500 Penalty: 3151.030518
	Iteration 50Q: 3 clusters Score -972132.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -972133.000000 Penalty: 3151.030518
	Iteration 51Q: 3 clusters Score -972133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -972132.750000 Penalty: 3151.030518
	Iteration 52Q: 3 clusters Score -972132.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -972132.687500 Penalty: 3151.030518
	Iteration 53Q: 3 clusters Score -972132.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -972134.562500 Penalty: 3151.030518
	Iteration 54Q: 3 clusters Score -972134.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -972134.875000 Penalty: 3151.030518
	Iteration 55Q: 3 clusters Score -972134.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -972135.062500 Penalty: 3151.030518
	Iteration 56Q: 3 clusters Score -972135.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -972134.625000 Penalty: 3151.030518
	Iteration 57Q: 3 clusters Score -972134.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -972141.312500 Penalty: 3151.030518
	Iteration 58Q: 3 clusters Score -972141.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -972143.750000 Penalty: 3151.030518
	Iteration 59Q: 3 clusters Score -972143.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -972144.750000 Penalty: 3151.030518
	Iteration 60F: 3 clusters Score -972144.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -972146.000000 Penalty: 3151.030518
	Iteration 61Q: 3 clusters Score -972146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -972149.125000 Penalty: 3151.030518
	Iteration 62Q: 3 clusters Score -972149.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -972150.000000 Penalty: 3151.030518
	Iteration 63Q: 3 clusters Score -972150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -972151.062500 Penalty: 3151.030518
	Iteration 64Q: 3 clusters Score -972151.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -972151.125000 Penalty: 3151.030518
	Iteration 65Q: 3 clusters Score -972151.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -972152.062500 Penalty: 3151.030518
	Iteration 66Q: 3 clusters Score -972152.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -972152.687500 Penalty: 3151.030518
	Iteration 67Q: 3 clusters Score -972152.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -972153.062500 Penalty: 3151.030518
	Iteration 68Q: 3 clusters Score -972153.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -972153.062500 Penalty: 3151.030518
	Iteration 69F: 3 clusters Score -972153.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Entering Unmasked Estep 
Score: -2765782.500000 Penalty: 1741.222900
	Iteration 0F: 2 clusters Score -2765782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -2735858.750000 Penalty: 3482.445801
	Iteration 0F: 3 clusters Score -2735859 nChanged 20929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -2747986.500000 Penalty: 3482.445801
	Iteration 1F: 3 clusters Score -2747986 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -2748954.750000 Penalty: 3482.445801
	Iteration 2Q: 3 clusters Score -2748955 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -2750198.000000 Penalty: 3482.445801
	Iteration 3F: 3 clusters Score -2750198 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -2751802.500000 Penalty: 3482.445801
	Iteration 4F: 3 clusters Score -2751802 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -2753697.750000 Penalty: 3482.445801
	Iteration 5F: 3 clusters Score -2753698 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -2755620.250000 Penalty: 3482.445801
	Iteration 6F: 3 clusters Score -2755620 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -2757526.250000 Penalty: 3482.445801
	Iteration 7F: 3 clusters Score -2757526 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -2759522.000000 Penalty: 3482.445801
	Iteration 8F: 3 clusters Score -2759522 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -2761402.000000 Penalty: 3482.445801
	Iteration 9Q: 3 clusters Score -2761402 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -2762536.500000 Penalty: 3482.445801
	Iteration 10Q: 3 clusters Score -2762536 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -2763127.000000 Penalty: 3482.445801
	Iteration 11Q: 3 clusters Score -2763127 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -2763507.500000 Penalty: 3482.445801
	Iteration 12Q: 3 clusters Score -2763508 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -2763724.500000 Penalty: 3482.445801
	Iteration 13Q: 3 clusters Score -2763724 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -2763983.250000 Penalty: 3482.445801
	Iteration 14Q: 3 clusters Score -2763983 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -2764173.000000 Penalty: 3482.445801
	Iteration 15Q: 3 clusters Score -2764173 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -2764391.250000 Penalty: 3482.445801
	Iteration 16Q: 3 clusters Score -2764391 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -2764583.500000 Penalty: 3482.445801
	Iteration 17Q: 3 clusters Score -2764584 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -2764747.750000 Penalty: 3482.445801
	Iteration 18Q: 3 clusters Score -2764748 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -2764875.250000 Penalty: 3482.445801
	Iteration 19Q: 3 clusters Score -2764875 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -2764957.500000 Penalty: 3482.445801
	Iteration 20F: 3 clusters Score -2764958 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -2765040.750000 Penalty: 3482.445801
	Iteration 21Q: 3 clusters Score -2765041 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -2765099.000000 Penalty: 3482.445801
	Iteration 22Q: 3 clusters Score -2765099 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -2765130.750000 Penalty: 3482.445801
	Iteration 23Q: 3 clusters Score -2765131 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -2765161.250000 Penalty: 3482.445801
	Iteration 24Q: 3 clusters Score -2765161 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -2765166.500000 Penalty: 3482.445801
	Iteration 25Q: 3 clusters Score -2765166 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -2765175.500000 Penalty: 3482.445801
	Iteration 26Q: 3 clusters Score -2765176 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -2765189.250000 Penalty: 3482.445801
	Iteration 27Q: 3 clusters Score -2765189 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -2765203.500000 Penalty: 3482.445801
	Iteration 28Q: 3 clusters Score -2765204 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -2765214.250000 Penalty: 3482.445801
	Iteration 29Q: 3 clusters Score -2765214 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -2765221.000000 Penalty: 3482.445801
	Iteration 30Q: 3 clusters Score -2765221 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -2765224.500000 Penalty: 3482.445801
	Iteration 31Q: 3 clusters Score -2765224 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -2765226.750000 Penalty: 3482.445801
	Iteration 32Q: 3 clusters Score -2765227 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -2765236.250000 Penalty: 3482.445801
	Iteration 33Q: 3 clusters Score -2765236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -2765231.750000 Penalty: 3482.445801
	Iteration 34Q: 3 clusters Score -2765232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -2765237.250000 Penalty: 3482.445801
	Iteration 35Q: 3 clusters Score -2765237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -2765225.500000 Penalty: 3482.445801
	Iteration 36Q: 3 clusters Score -2765226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -2765225.750000 Penalty: 3482.445801
	Iteration 37Q: 3 clusters Score -2765226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -2765230.000000 Penalty: 3482.445801
	Iteration 38Q: 3 clusters Score -2765230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -2765232.750000 Penalty: 3482.445801
	Iteration 39Q: 3 clusters Score -2765233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -2765236.750000 Penalty: 3482.445801
	Iteration 40F: 3 clusters Score -2765237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -2765243.750000 Penalty: 3482.445801
	Iteration 41Q: 3 clusters Score -2765244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -2765250.000000 Penalty: 3482.445801
	Iteration 42Q: 3 clusters Score -2765250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -2765257.500000 Penalty: 3482.445801
	Iteration 43Q: 3 clusters Score -2765258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -2765263.500000 Penalty: 3482.445801
	Iteration 44Q: 3 clusters Score -2765264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -2765263.000000 Penalty: 3482.445801
	Iteration 45Q: 3 clusters Score -2765263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -2765258.500000 Penalty: 3482.445801
	Iteration 46Q: 3 clusters Score -2765258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -2765259.750000 Penalty: 3482.445801
	Iteration 47Q: 3 clusters Score -2765260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -2765258.500000 Penalty: 3482.445801
	Iteration 48Q: 3 clusters Score -2765258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -2765257.500000 Penalty: 3482.445801
	Iteration 49Q: 3 clusters Score -2765258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -2765258.750000 Penalty: 3482.445801
	Iteration 50Q: 3 clusters Score -2765259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -2765260.500000 Penalty: 3482.445801
	Iteration 51Q: 3 clusters Score -2765260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -2765263.750000 Penalty: 3482.445801
	Iteration 52Q: 3 clusters Score -2765264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -2765261.750000 Penalty: 3482.445801
	Iteration 53Q: 3 clusters Score -2765262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -2765264.000000 Penalty: 3482.445801
	Iteration 54Q: 3 clusters Score -2765264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -2765261.250000 Penalty: 3482.445801
	Iteration 55Q: 3 clusters Score -2765261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -2765261.750000 Penalty: 3482.445801
	Iteration 56Q: 3 clusters Score -2765262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -2765261.750000 Penalty: 3482.445801
	Iteration 57F: 3 clusters Score -2765262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Entering Unmasked Estep 
Score: -209280.296875 Penalty: 1316.719482
	Iteration 0F: 2 clusters Score -209280.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -206350.109375 Penalty: 2633.438965
	Iteration 0F: 3 clusters Score -206350.1 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -207053.421875 Penalty: 2633.438965
	Iteration 1F: 3 clusters Score -207053.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -207198.656250 Penalty: 2633.438965
	Iteration 2F: 3 clusters Score -207198.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -207298.484375 Penalty: 2633.438965
	Iteration 3F: 3 clusters Score -207298.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -207367.437500 Penalty: 2633.438965
	Iteration 4Q: 3 clusters Score -207367.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -207429.390625 Penalty: 2633.438965
	Iteration 5Q: 3 clusters Score -207429.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -207467.531250 Penalty: 2633.438965
	Iteration 6Q: 3 clusters Score -207467.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -207491.734375 Penalty: 2633.438965
	Iteration 7Q: 3 clusters Score -207491.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -207511.234375 Penalty: 2633.438965
	Iteration 8Q: 3 clusters Score -207511.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -207535.390625 Penalty: 2633.438965
	Iteration 9Q: 3 clusters Score -207535.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -207560.328125 Penalty: 2633.438965
	Iteration 10Q: 3 clusters Score -207560.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -207580.687500 Penalty: 2633.438965
	Iteration 11Q: 3 clusters Score -207580.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -207600.281250 Penalty: 2633.438965
	Iteration 12Q: 3 clusters Score -207600.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -207628.906250 Penalty: 2633.438965
	Iteration 13Q: 3 clusters Score -207628.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -207647.656250 Penalty: 2633.438965
	Iteration 14Q: 3 clusters Score -207647.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -207659.078125 Penalty: 2633.438965
	Iteration 15Q: 3 clusters Score -207659.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -207669.359375 Penalty: 2633.438965
	Iteration 16Q: 3 clusters Score -207669.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -207679.921875 Penalty: 2633.438965
	Iteration 17Q: 3 clusters Score -207679.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -207694.015625 Penalty: 2633.438965
	Iteration 18Q: 3 clusters Score -207694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -207706.859375 Penalty: 2633.438965
	Iteration 19Q: 3 clusters Score -207706.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -207718.625000 Penalty: 2633.438965
	Iteration 20F: 3 clusters Score -207718.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -207730.671875 Penalty: 2633.438965
	Iteration 21Q: 3 clusters Score -207730.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -207745.437500 Penalty: 2633.438965
	Iteration 22Q: 3 clusters Score -207745.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -207761.000000 Penalty: 2633.438965
	Iteration 23Q: 3 clusters Score -207761 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -207780.500000 Penalty: 2633.438965
	Iteration 24Q: 3 clusters Score -207780.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -207795.875000 Penalty: 2633.438965
	Iteration 25Q: 3 clusters Score -207795.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -207807.750000 Penalty: 2633.438965
	Iteration 26Q: 3 clusters Score -207807.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -207815.015625 Penalty: 2633.438965
	Iteration 27Q: 3 clusters Score -207815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -207821.140625 Penalty: 2633.438965
	Iteration 28Q: 3 clusters Score -207821.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -207824.593750 Penalty: 2633.438965
	Iteration 29Q: 3 clusters Score -207824.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -207827.546875 Penalty: 2633.438965
	Iteration 30Q: 3 clusters Score -207827.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -207828.750000 Penalty: 2633.438965
	Iteration 31Q: 3 clusters Score -207828.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -207829.890625 Penalty: 2633.438965
	Iteration 32Q: 3 clusters Score -207829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -207831.062500 Penalty: 2633.438965
	Iteration 33Q: 3 clusters Score -207831.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -207832.062500 Penalty: 2633.438965
	Iteration 34Q: 3 clusters Score -207832.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -207833.265625 Penalty: 2633.438965
	Iteration 35Q: 3 clusters Score -207833.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -207834.781250 Penalty: 2633.438965
	Iteration 36Q: 3 clusters Score -207834.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -207837.140625 Penalty: 2633.438965
	Iteration 37Q: 3 clusters Score -207837.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -207840.250000 Penalty: 2633.438965
	Iteration 38Q: 3 clusters Score -207840.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -207843.828125 Penalty: 2633.438965
	Iteration 39Q: 3 clusters Score -207843.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -207847.203125 Penalty: 2633.438965
	Iteration 40F: 3 clusters Score -207847.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -207852.062500 Penalty: 2633.438965
	Iteration 41Q: 3 clusters Score -207852.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -207856.609375 Penalty: 2633.438965
	Iteration 42Q: 3 clusters Score -207856.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -207863.000000 Penalty: 2633.438965
	Iteration 43Q: 3 clusters Score -207863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -207871.375000 Penalty: 2633.438965
	Iteration 44Q: 3 clusters Score -207871.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -207877.359375 Penalty: 2633.438965
	Iteration 45Q: 3 clusters Score -207877.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -207886.437500 Penalty: 2633.438965
	Iteration 46Q: 3 clusters Score -207886.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -207897.375000 Penalty: 2633.438965
	Iteration 47Q: 3 clusters Score -207897.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -207910.281250 Penalty: 2633.438965
	Iteration 48Q: 3 clusters Score -207910.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -207928.578125 Penalty: 2633.438965
	Iteration 49Q: 3 clusters Score -207928.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -207948.625000 Penalty: 2633.438965
	Iteration 50Q: 3 clusters Score -207948.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -207961.218750 Penalty: 2633.438965
	Iteration 51Q: 3 clusters Score -207961.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -207976.671875 Penalty: 2633.438965
	Iteration 52Q: 3 clusters Score -207976.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -207990.906250 Penalty: 2633.438965
	Iteration 53Q: 3 clusters Score -207990.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -208000.062500 Penalty: 2633.438965
	Iteration 54Q: 3 clusters Score -208000.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -208006.375000 Penalty: 2633.438965
	Iteration 55Q: 3 clusters Score -208006.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -208011.984375 Penalty: 2633.438965
	Iteration 56Q: 3 clusters Score -208012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -208020.156250 Penalty: 2633.438965
	Iteration 57Q: 3 clusters Score -208020.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -208033.000000 Penalty: 2633.438965
	Iteration 58Q: 3 clusters Score -208033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -208039.546875 Penalty: 2633.438965
	Iteration 59Q: 3 clusters Score -208039.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -208047.375000 Penalty: 2633.438965
	Iteration 60F: 3 clusters Score -208047.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -208055.687500 Penalty: 2633.438965
	Iteration 61Q: 3 clusters Score -208055.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -208063.312500 Penalty: 2633.438965
	Iteration 62Q: 3 clusters Score -208063.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -208068.250000 Penalty: 2633.438965
	Iteration 63Q: 3 clusters Score -208068.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -208071.187500 Penalty: 2633.438965
	Iteration 64Q: 3 clusters Score -208071.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -208073.937500 Penalty: 2633.438965
	Iteration 65Q: 3 clusters Score -208073.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -208074.531250 Penalty: 2633.438965
	Iteration 66Q: 3 clusters Score -208074.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -208075.968750 Penalty: 2633.438965
	Iteration 67Q: 3 clusters Score -208076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -208077.421875 Penalty: 2633.438965
	Iteration 68Q: 3 clusters Score -208077.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -208079.593750 Penalty: 2633.438965
	Iteration 69Q: 3 clusters Score -208079.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -208080.937500 Penalty: 2633.438965
	Iteration 70Q: 3 clusters Score -208080.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -208082.265625 Penalty: 2633.438965
	Iteration 71Q: 3 clusters Score -208082.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -208082.281250 Penalty: 2633.438965
	Iteration 72Q: 3 clusters Score -208082.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -208082.281250 Penalty: 2633.438965
	Iteration 73F: 3 clusters Score -208082.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Entering Unmasked Estep 
Score: -157478.937500 Penalty: 1298.468750
	Iteration 0F: 2 clusters Score -157478.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -154808.046875 Penalty: 2596.937500
	Iteration 0F: 3 clusters Score -154808 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -155548.156250 Penalty: 2596.937500
	Iteration 1F: 3 clusters Score -155548.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -155750.796875 Penalty: 2596.937500
	Iteration 2F: 3 clusters Score -155750.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -155901.937500 Penalty: 2596.937500
	Iteration 3F: 3 clusters Score -155901.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -156040.609375 Penalty: 2596.937500
	Iteration 4F: 3 clusters Score -156040.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -156169.812500 Penalty: 2596.937500
	Iteration 5F: 3 clusters Score -156169.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -156295.031250 Penalty: 2596.937500
	Iteration 6Q: 3 clusters Score -156295 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -156379.781250 Penalty: 2596.937500
	Iteration 7Q: 3 clusters Score -156379.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -156440.625000 Penalty: 2596.937500
	Iteration 8Q: 3 clusters Score -156440.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -156493.515625 Penalty: 2596.937500
	Iteration 9Q: 3 clusters Score -156493.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -156549.546875 Penalty: 2596.937500
	Iteration 10Q: 3 clusters Score -156549.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -156611.062500 Penalty: 2596.937500
	Iteration 11Q: 3 clusters Score -156611.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -156661.796875 Penalty: 2596.937500
	Iteration 12Q: 3 clusters Score -156661.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -156721.140625 Penalty: 2596.937500
	Iteration 13Q: 3 clusters Score -156721.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -156779.203125 Penalty: 2596.937500
	Iteration 14Q: 3 clusters Score -156779.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -156824.093750 Penalty: 2596.937500
	Iteration 15Q: 3 clusters Score -156824.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -156860.281250 Penalty: 2596.937500
	Iteration 16Q: 3 clusters Score -156860.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -156888.343750 Penalty: 2596.937500
	Iteration 17Q: 3 clusters Score -156888.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -156911.968750 Penalty: 2596.937500
	Iteration 18Q: 3 clusters Score -156912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -156929.750000 Penalty: 2596.937500
	Iteration 19Q: 3 clusters Score -156929.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -156946.218750 Penalty: 2596.937500
	Iteration 20F: 3 clusters Score -156946.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -156956.671875 Penalty: 2596.937500
	Iteration 21Q: 3 clusters Score -156956.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -156964.546875 Penalty: 2596.937500
	Iteration 22Q: 3 clusters Score -156964.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -156970.718750 Penalty: 2596.937500
	Iteration 23Q: 3 clusters Score -156970.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -156973.109375 Penalty: 2596.937500
	Iteration 24Q: 3 clusters Score -156973.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -156975.640625 Penalty: 2596.937500
	Iteration 25Q: 3 clusters Score -156975.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -156976.843750 Penalty: 2596.937500
	Iteration 26Q: 3 clusters Score -156976.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -156976.843750 Penalty: 2596.937500
	Iteration 27F: 3 clusters Score -156976.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -327859.125000 Penalty: 1395.886597
	Iteration 0F: 2 clusters Score -327859.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -323571.218750 Penalty: 2791.773193
	Iteration 0F: 3 clusters Score -323571.2 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -324872.343750 Penalty: 2791.773193
	Iteration 1F: 3 clusters Score -324872.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -325054.593750 Penalty: 2791.773193
	Iteration 2F: 3 clusters Score -325054.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -325169.593750 Penalty: 2791.773193
	Iteration 3Q: 3 clusters Score -325169.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -325258.875000 Penalty: 2791.773193
	Iteration 4Q: 3 clusters Score -325258.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -325324.312500 Penalty: 2791.773193
	Iteration 5Q: 3 clusters Score -325324.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -325386.812500 Penalty: 2791.773193
	Iteration 6Q: 3 clusters Score -325386.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -325439.656250 Penalty: 2791.773193
	Iteration 7Q: 3 clusters Score -325439.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -325491.031250 Penalty: 2791.773193
	Iteration 8Q: 3 clusters Score -325491 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -325539.250000 Penalty: 2791.773193
	Iteration 9Q: 3 clusters Score -325539.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -325577.843750 Penalty: 2791.773193
	Iteration 10Q: 3 clusters Score -325577.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -325613.562500 Penalty: 2791.773193
	Iteration 11Q: 3 clusters Score -325613.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -325651.000000 Penalty: 2791.773193
	Iteration 12Q: 3 clusters Score -325651 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -325688.093750 Penalty: 2791.773193
	Iteration 13Q: 3 clusters Score -325688.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -325732.250000 Penalty: 2791.773193
	Iteration 14Q: 3 clusters Score -325732.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -325775.250000 Penalty: 2791.773193
	Iteration 15Q: 3 clusters Score -325775.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -325808.437500 Penalty: 2791.773193
	Iteration 16Q: 3 clusters Score -325808.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -325842.468750 Penalty: 2791.773193
	Iteration 17Q: 3 clusters Score -325842.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -325872.093750 Penalty: 2791.773193
	Iteration 18Q: 3 clusters Score -325872.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -325902.781250 Penalty: 2791.773193
	Iteration 19Q: 3 clusters Score -325902.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -325932.218750 Penalty: 2791.773193
	Iteration 20F: 3 clusters Score -325932.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -325962.812500 Penalty: 2791.773193
	Iteration 21Q: 3 clusters Score -325962.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -325990.406250 Penalty: 2791.773193
	Iteration 22Q: 3 clusters Score -325990.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -326015.687500 Penalty: 2791.773193
	Iteration 23Q: 3 clusters Score -326015.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -326041.156250 Penalty: 2791.773193
	Iteration 24Q: 3 clusters Score -326041.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -326064.281250 Penalty: 2791.773193
	Iteration 25Q: 3 clusters Score -326064.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -326087.406250 Penalty: 2791.773193
	Iteration 26Q: 3 clusters Score -326087.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -326110.125000 Penalty: 2791.773193
	Iteration 27Q: 3 clusters Score -326110.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -326127.312500 Penalty: 2791.773193
	Iteration 28Q: 3 clusters Score -326127.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -326149.031250 Penalty: 2791.773193
	Iteration 29Q: 3 clusters Score -326149 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -326170.625000 Penalty: 2791.773193
	Iteration 30Q: 3 clusters Score -326170.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -326192.062500 Penalty: 2791.773193
	Iteration 31Q: 3 clusters Score -326192.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -326213.156250 Penalty: 2791.773193
	Iteration 32Q: 3 clusters Score -326213.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -326231.937500 Penalty: 2791.773193
	Iteration 33Q: 3 clusters Score -326231.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -326252.125000 Penalty: 2791.773193
	Iteration 34Q: 3 clusters Score -326252.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -326272.281250 Penalty: 2791.773193
	Iteration 35Q: 3 clusters Score -326272.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -326290.312500 Penalty: 2791.773193
	Iteration 36Q: 3 clusters Score -326290.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -326306.750000 Penalty: 2791.773193
	Iteration 37Q: 3 clusters Score -326306.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -326320.593750 Penalty: 2791.773193
	Iteration 38Q: 3 clusters Score -326320.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -326334.718750 Penalty: 2791.773193
	Iteration 39Q: 3 clusters Score -326334.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -326349.625000 Penalty: 2791.773193
	Iteration 40F: 3 clusters Score -326349.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -326366.000000 Penalty: 2791.773193
	Iteration 41Q: 3 clusters Score -326366 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -326381.343750 Penalty: 2791.773193
	Iteration 42Q: 3 clusters Score -326381.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -326396.093750 Penalty: 2791.773193
	Iteration 43Q: 3 clusters Score -326396.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -326414.031250 Penalty: 2791.773193
	Iteration 44Q: 3 clusters Score -326414 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -326431.312500 Penalty: 2791.773193
	Iteration 45Q: 3 clusters Score -326431.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -326446.843750 Penalty: 2791.773193
	Iteration 46Q: 3 clusters Score -326446.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -326457.625000 Penalty: 2791.773193
	Iteration 47Q: 3 clusters Score -326457.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -326473.312500 Penalty: 2791.773193
	Iteration 48Q: 3 clusters Score -326473.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -326491.812500 Penalty: 2791.773193
	Iteration 49Q: 3 clusters Score -326491.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -326504.750000 Penalty: 2791.773193
	Iteration 50Q: 3 clusters Score -326504.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -326518.031250 Penalty: 2791.773193
	Iteration 51Q: 3 clusters Score -326518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -326533.093750 Penalty: 2791.773193
	Iteration 52Q: 3 clusters Score -326533.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -326541.531250 Penalty: 2791.773193
	Iteration 53Q: 3 clusters Score -326541.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -326548.750000 Penalty: 2791.773193
	Iteration 54Q: 3 clusters Score -326548.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -326554.875000 Penalty: 2791.773193
	Iteration 55Q: 3 clusters Score -326554.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -326561.875000 Penalty: 2791.773193
	Iteration 56Q: 3 clusters Score -326561.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -326571.125000 Penalty: 2791.773193
	Iteration 57Q: 3 clusters Score -326571.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -326581.875000 Penalty: 2791.773193
	Iteration 58Q: 3 clusters Score -326581.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -326593.875000 Penalty: 2791.773193
	Iteration 59Q: 3 clusters Score -326593.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -326607.625000 Penalty: 2791.773193
	Iteration 60F: 3 clusters Score -326607.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -326613.625000 Penalty: 2791.773193
	Iteration 61Q: 3 clusters Score -326613.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -326616.625000 Penalty: 2791.773193
	Iteration 62Q: 3 clusters Score -326616.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -326618.281250 Penalty: 2791.773193
	Iteration 63Q: 3 clusters Score -326618.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -326619.312500 Penalty: 2791.773193
	Iteration 64Q: 3 clusters Score -326619.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -326619.500000 Penalty: 2791.773193
	Iteration 65Q: 3 clusters Score -326619.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -326619.468750 Penalty: 2791.773193
	Iteration 66Q: 3 clusters Score -326619.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -326620.406250 Penalty: 2791.773193
	Iteration 67Q: 3 clusters Score -326620.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -326620.125000 Penalty: 2791.773193
	Iteration 68Q: 3 clusters Score -326620.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -326620.125000 Penalty: 2791.773193
	Iteration 69F: 3 clusters Score -326620.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Entering Unmasked Estep 
Score: -1463625.000000 Penalty: 1628.449219
	Iteration 0F: 2 clusters Score -1463625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1448306.500000 Penalty: 3256.898438
	Iteration 0F: 3 clusters Score -1448306 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1453906.250000 Penalty: 3256.898438
	Iteration 1F: 3 clusters Score -1453906 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1454264.750000 Penalty: 3256.898438
	Iteration 2Q: 3 clusters Score -1454265 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1454635.250000 Penalty: 3256.898438
	Iteration 3Q: 3 clusters Score -1454635 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1455012.500000 Penalty: 3256.898438
	Iteration 4Q: 3 clusters Score -1455012 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1455474.750000 Penalty: 3256.898438
	Iteration 5Q: 3 clusters Score -1455475 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1456040.500000 Penalty: 3256.898438
	Iteration 6Q: 3 clusters Score -1456040 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1456750.875000 Penalty: 3256.898438
	Iteration 7F: 3 clusters Score -1456751 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1457615.875000 Penalty: 3256.898438
	Iteration 8F: 3 clusters Score -1457616 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -1458553.500000 Penalty: 3256.898438
	Iteration 9F: 3 clusters Score -1458554 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -1459454.125000 Penalty: 3256.898438
	Iteration 10Q: 3 clusters Score -1459454 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -1460120.000000 Penalty: 3256.898438
	Iteration 11Q: 3 clusters Score -1460120 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -1460599.125000 Penalty: 3256.898438
	Iteration 12Q: 3 clusters Score -1460599 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -1460933.625000 Penalty: 3256.898438
	Iteration 13Q: 3 clusters Score -1460934 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -1461223.875000 Penalty: 3256.898438
	Iteration 14Q: 3 clusters Score -1461224 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -1461449.500000 Penalty: 3256.898438
	Iteration 15Q: 3 clusters Score -1461450 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -1461619.500000 Penalty: 3256.898438
	Iteration 16Q: 3 clusters Score -1461620 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -1461762.625000 Penalty: 3256.898438
	Iteration 17Q: 3 clusters Score -1461763 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -1461877.250000 Penalty: 3256.898438
	Iteration 18Q: 3 clusters Score -1461877 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -1461956.875000 Penalty: 3256.898438
	Iteration 19Q: 3 clusters Score -1461957 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -1462003.000000 Penalty: 3256.898438
	Iteration 20F: 3 clusters Score -1462003 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -1462043.125000 Penalty: 3256.898438
	Iteration 21Q: 3 clusters Score -1462043 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -1462074.250000 Penalty: 3256.898438
	Iteration 22Q: 3 clusters Score -1462074 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -1462106.625000 Penalty: 3256.898438
	Iteration 23Q: 3 clusters Score -1462107 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -1462128.625000 Penalty: 3256.898438
	Iteration 24Q: 3 clusters Score -1462129 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -1462152.125000 Penalty: 3256.898438
	Iteration 25Q: 3 clusters Score -1462152 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -1462175.625000 Penalty: 3256.898438
	Iteration 26Q: 3 clusters Score -1462176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -1462199.625000 Penalty: 3256.898438
	Iteration 27Q: 3 clusters Score -1462200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -1462215.375000 Penalty: 3256.898438
	Iteration 28Q: 3 clusters Score -1462215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -1462227.875000 Penalty: 3256.898438
	Iteration 29Q: 3 clusters Score -1462228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -1462238.250000 Penalty: 3256.898438
	Iteration 30Q: 3 clusters Score -1462238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -1462246.375000 Penalty: 3256.898438
	Iteration 31Q: 3 clusters Score -1462246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -1462245.875000 Penalty: 3256.898438
	Iteration 32Q: 3 clusters Score -1462246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -1462249.875000 Penalty: 3256.898438
	Iteration 33Q: 3 clusters Score -1462250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -1462252.625000 Penalty: 3256.898438
	Iteration 34Q: 3 clusters Score -1462253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -1462253.375000 Penalty: 3256.898438
	Iteration 35Q: 3 clusters Score -1462253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -1462251.875000 Penalty: 3256.898438
	Iteration 36Q: 3 clusters Score -1462252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -1462253.625000 Penalty: 3256.898438
	Iteration 37Q: 3 clusters Score -1462254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -1462256.500000 Penalty: 3256.898438
	Iteration 38Q: 3 clusters Score -1462256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -1462256.500000 Penalty: 3256.898438
	Iteration 39F: 3 clusters Score -1462256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -93999.226562 Penalty: 1202.103760
	Iteration 0F: 2 clusters Score -93999.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -92123.437500 Penalty: 2404.207520
	Iteration 0F: 3 clusters Score -92123.44 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -92483.312500 Penalty: 2404.207520
	Iteration 1F: 3 clusters Score -92483.31 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -92590.929688 Penalty: 2404.207520
	Iteration 2F: 3 clusters Score -92590.93 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -92665.109375 Penalty: 2404.207520
	Iteration 3F: 3 clusters Score -92665.11 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -92713.960938 Penalty: 2404.207520
	Iteration 4Q: 3 clusters Score -92713.96 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -92749.742188 Penalty: 2404.207520
	Iteration 5Q: 3 clusters Score -92749.74 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -92770.437500 Penalty: 2404.207520
	Iteration 6Q: 3 clusters Score -92770.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -92787.601562 Penalty: 2404.207520
	Iteration 7Q: 3 clusters Score -92787.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -92799.046875 Penalty: 2404.207520
	Iteration 8Q: 3 clusters Score -92799.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -92811.429688 Penalty: 2404.207520
	Iteration 9Q: 3 clusters Score -92811.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -92824.898438 Penalty: 2404.207520
	Iteration 10Q: 3 clusters Score -92824.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -92836.992188 Penalty: 2404.207520
	Iteration 11Q: 3 clusters Score -92836.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -92844.398438 Penalty: 2404.207520
	Iteration 12Q: 3 clusters Score -92844.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -92850.265625 Penalty: 2404.207520
	Iteration 13Q: 3 clusters Score -92850.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -92856.093750 Penalty: 2404.207520
	Iteration 14Q: 3 clusters Score -92856.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -92858.328125 Penalty: 2404.207520
	Iteration 15Q: 3 clusters Score -92858.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -92859.757812 Penalty: 2404.207520
	Iteration 16Q: 3 clusters Score -92859.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -92861.609375 Penalty: 2404.207520
	Iteration 17Q: 3 clusters Score -92861.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -92863.328125 Penalty: 2404.207520
	Iteration 18Q: 3 clusters Score -92863.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -92865.437500 Penalty: 2404.207520
	Iteration 19Q: 3 clusters Score -92865.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -92866.789062 Penalty: 2404.207520
	Iteration 20F: 3 clusters Score -92866.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -92867.140625 Penalty: 2404.207520
	Iteration 21Q: 3 clusters Score -92867.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -92867.539062 Penalty: 2404.207520
	Iteration 22Q: 3 clusters Score -92867.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -92867.539062 Penalty: 2404.207520
	Iteration 23F: 3 clusters Score -92867.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Entering Unmasked Estep 
Score: -312285.937500 Penalty: 1399.443115
	Iteration 0F: 2 clusters Score -312285.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -307950.093750 Penalty: 2798.886230
	Iteration 0F: 3 clusters Score -307950.1 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -309337.593750 Penalty: 2798.886230
	Iteration 1F: 3 clusters Score -309337.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -309615.687500 Penalty: 2798.886230
	Iteration 2F: 3 clusters Score -309615.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -309853.968750 Penalty: 2798.886230
	Iteration 3F: 3 clusters Score -309854 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -310038.906250 Penalty: 2798.886230
	Iteration 4F: 3 clusters Score -310038.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -310202.312500 Penalty: 2798.886230
	Iteration 5Q: 3 clusters Score -310202.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -310355.375000 Penalty: 2798.886230
	Iteration 6Q: 3 clusters Score -310355.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -310508.843750 Penalty: 2798.886230
	Iteration 7Q: 3 clusters Score -310508.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -310648.218750 Penalty: 2798.886230
	Iteration 8Q: 3 clusters Score -310648.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -310791.218750 Penalty: 2798.886230
	Iteration 9Q: 3 clusters Score -310791.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -310931.312500 Penalty: 2798.886230
	Iteration 10Q: 3 clusters Score -310931.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -311069.281250 Penalty: 2798.886230
	Iteration 11Q: 3 clusters Score -311069.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -311214.781250 Penalty: 2798.886230
	Iteration 12Q: 3 clusters Score -311214.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -311364.062500 Penalty: 2798.886230
	Iteration 13Q: 3 clusters Score -311364.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -311469.062500 Penalty: 2798.886230
	Iteration 14Q: 3 clusters Score -311469.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -311548.093750 Penalty: 2798.886230
	Iteration 15Q: 3 clusters Score -311548.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -311591.875000 Penalty: 2798.886230
	Iteration 16Q: 3 clusters Score -311591.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -311618.437500 Penalty: 2798.886230
	Iteration 17Q: 3 clusters Score -311618.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -311638.781250 Penalty: 2798.886230
	Iteration 18Q: 3 clusters Score -311638.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -311664.531250 Penalty: 2798.886230
	Iteration 19Q: 3 clusters Score -311664.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -311683.906250 Penalty: 2798.886230
	Iteration 20F: 3 clusters Score -311683.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -311698.375000 Penalty: 2798.886230
	Iteration 21Q: 3 clusters Score -311698.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -311711.531250 Penalty: 2798.886230
	Iteration 22Q: 3 clusters Score -311711.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -311719.000000 Penalty: 2798.886230
	Iteration 23Q: 3 clusters Score -311719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -311725.593750 Penalty: 2798.886230
	Iteration 24Q: 3 clusters Score -311725.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -311733.937500 Penalty: 2798.886230
	Iteration 25Q: 3 clusters Score -311733.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -311739.718750 Penalty: 2798.886230
	Iteration 26Q: 3 clusters Score -311739.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -311749.781250 Penalty: 2798.886230
	Iteration 27Q: 3 clusters Score -311749.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -311758.156250 Penalty: 2798.886230
	Iteration 28Q: 3 clusters Score -311758.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -311766.218750 Penalty: 2798.886230
	Iteration 29Q: 3 clusters Score -311766.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -311774.062500 Penalty: 2798.886230
	Iteration 30Q: 3 clusters Score -311774.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -311780.625000 Penalty: 2798.886230
	Iteration 31Q: 3 clusters Score -311780.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -311782.250000 Penalty: 2798.886230
	Iteration 32Q: 3 clusters Score -311782.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -311784.593750 Penalty: 2798.886230
	Iteration 33Q: 3 clusters Score -311784.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -311785.343750 Penalty: 2798.886230
	Iteration 34Q: 3 clusters Score -311785.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -311786.656250 Penalty: 2798.886230
	Iteration 35Q: 3 clusters Score -311786.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -311787.218750 Penalty: 2798.886230
	Iteration 36Q: 3 clusters Score -311787.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -311789.968750 Penalty: 2798.886230
	Iteration 37Q: 3 clusters Score -311790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -311793.281250 Penalty: 2798.886230
	Iteration 38Q: 3 clusters Score -311793.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -311794.937500 Penalty: 2798.886230
	Iteration 39Q: 3 clusters Score -311794.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -311796.187500 Penalty: 2798.886230
	Iteration 40F: 3 clusters Score -311796.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -311797.343750 Penalty: 2798.886230
	Iteration 41Q: 3 clusters Score -311797.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -311799.125000 Penalty: 2798.886230
	Iteration 42Q: 3 clusters Score -311799.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -311799.625000 Penalty: 2798.886230
	Iteration 43Q: 3 clusters Score -311799.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -311800.281250 Penalty: 2798.886230
	Iteration 44Q: 3 clusters Score -311800.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -311800.812500 Penalty: 2798.886230
	Iteration 45Q: 3 clusters Score -311800.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -311802.968750 Penalty: 2798.886230
	Iteration 46Q: 3 clusters Score -311803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -311804.218750 Penalty: 2798.886230
	Iteration 47Q: 3 clusters Score -311804.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -311805.312500 Penalty: 2798.886230
	Iteration 48Q: 3 clusters Score -311805.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -311804.937500 Penalty: 2798.886230
	Iteration 49Q: 3 clusters Score -311804.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -311804.937500 Penalty: 2798.886230
	Iteration 50F: 3 clusters Score -311804.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4275 members 
Mstep: Class 3 contains 14388 members 
Mstep: Class 4 contains 3442 members 
Mstep: Class 5 contains 102087 members 
Mstep: Class 6 contains 12210 members 
Mstep: Class 7 contains 6874 members 
Mstep: Class 9 contains 80771 members 
Mstep: Class 10 contains 1548 members 
Mstep: Class 11 contains 4886 members 
Mstep: Class 12 contains 14064 members 
Mstep: Class 13 contains 16244 members 
Mstep: Class 14 contains 45036 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 22499 members 
Mstep: Class 19 contains 1632 members 
Mstep: Class 20 contains 5497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21330558.000000 Penalty: 41578.109375
Iteration 79Q: 21 clusters Score -2.133056e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4282 members 
Mstep: Class 3 contains 14363 members 
Mstep: Class 4 contains 3444 members 
Mstep: Class 5 contains 102040 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 6886 members 
Mstep: Class 8 contains 12411 members 
Mstep: Class 9 contains 80791 members 
Mstep: Class 10 contains 1567 members 
Mstep: Class 11 contains 4871 members 
Mstep: Class 12 contains 14035 members 
Mstep: Class 13 contains 16220 members 
Mstep: Class 14 contains 44934 members 
Mstep: Class 15 contains 3310 members 
Mstep: Class 16 contains 2946 members 
Mstep: Class 17 contains 5366 members 
Mstep: Class 18 contains 22307 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 20 contains 5497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21330884.000000 Penalty: 41578.109375
Iteration 80F: 21 clusters Score -2.133088e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4290 members 
Mstep: Class 3 contains 14331 members 
Mstep: Class 4 contains 3446 members 
Mstep: Class 5 contains 102179 members 
Mstep: Class 6 contains 12149 members 
Mstep: Class 7 contains 6898 members 
Mstep: Class 8 contains 12717 members 
Mstep: Class 9 contains 80769 members 
Mstep: Class 10 contains 1587 members 
Mstep: Class 11 contains 4852 members 
Mstep: Class 12 contains 13996 members 
Mstep: Class 13 contains 16171 members 
Mstep: Class 14 contains 44811 members 
Mstep: Class 15 contains 3309 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 22168 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 20 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21331280.000000 Penalty: 41578.109375
Iteration 81Q: 21 clusters Score -2.133128e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 14304 members 
Mstep: Class 4 contains 3446 members 
Mstep: Class 5 contains 102403 members 
Mstep: Class 6 contains 12104 members 
Mstep: Class 7 contains 6891 members 
Mstep: Class 8 contains 13004 members 
Mstep: Class 9 contains 80717 members 
Mstep: Class 10 contains 1616 members 
Mstep: Class 11 contains 4836 members 
Mstep: Class 12 contains 13964 members 
Mstep: Class 13 contains 16117 members 
Mstep: Class 14 contains 44675 members 
Mstep: Class 15 contains 3315 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 5336 members 
Mstep: Class 18 contains 22026 members 
Mstep: Class 19 contains 1625 members 
Mstep: Class 20 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21331484.000000 Penalty: 41578.109375
Iteration 82Q: 21 clusters Score -2.133148e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4302 members 
Mstep: Class 3 contains 14273 members 
Mstep: Class 4 contains 3444 members 
Mstep: Class 5 contains 102653 members 
Mstep: Class 6 contains 12064 members 
Mstep: Class 7 contains 6876 members 
Mstep: Class 8 contains 13258 members 
Mstep: Class 9 contains 80635 members 
Mstep: Class 10 contains 1643 members 
Mstep: Class 11 contains 4821 members 
Mstep: Class 12 contains 13921 members 
Mstep: Class 13 contains 16089 members 
Mstep: Class 14 contains 44527 members 
Mstep: Class 15 contains 3321 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 18 contains 21913 members 
Mstep: Class 19 contains 1622 members 
Mstep: Class 20 contains 5488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21331572.000000 Penalty: 41578.109375
Iteration 83Q: 21 clusters Score -2.133157e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4310 members 
Mstep: Class 3 contains 14247 members 
Mstep: Class 4 contains 3437 members 
Mstep: Class 5 contains 102871 members 
Mstep: Class 6 contains 12022 members 
Mstep: Class 7 contains 6857 members 
Mstep: Class 8 contains 13486 members 
Mstep: Class 9 contains 80589 members 
Mstep: Class 10 contains 1680 members 
Mstep: Class 11 contains 4799 members 
Mstep: Class 12 contains 13879 members 
Mstep: Class 13 contains 16060 members 
Mstep: Class 14 contains 44391 members 
Mstep: Class 15 contains 3326 members 
Mstep: Class 16 contains 2937 members 
Mstep: Class 17 contains 5315 members 
Mstep: Class 18 contains 21808 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 5488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21331648.000000 Penalty: 41578.109375
Iteration 84Q: 21 clusters Score -2.133165e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4327 members 
Mstep: Class 3 contains 14218 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 103056 members 
Mstep: Class 6 contains 11982 members 
Mstep: Class 7 contains 6848 members 
Mstep: Class 8 contains 13676 members 
Mstep: Class 9 contains 80541 members 
Mstep: Class 10 contains 1720 members 
Mstep: Class 11 contains 4773 members 
Mstep: Class 12 contains 13840 members 
Mstep: Class 13 contains 16027 members 
Mstep: Class 14 contains 44289 members 
Mstep: Class 15 contains 3330 members 
Mstep: Class 16 contains 2937 members 
Mstep: Class 17 contains 5304 members 
Mstep: Class 18 contains 21707 members 
Mstep: Class 19 contains 1618 members 
Mstep: Class 20 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21331796.000000 Penalty: 41578.109375
Iteration 85Q: 21 clusters Score -2.13318e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4340 members 
Mstep: Class 3 contains 14192 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 103289 members 
Mstep: Class 6 contains 11939 members 
Mstep: Class 7 contains 6829 members 
Mstep: Class 8 contains 13827 members 
Mstep: Class 9 contains 80495 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 4760 members 
Mstep: Class 12 contains 13791 members 
Mstep: Class 13 contains 16000 members 
Mstep: Class 14 contains 44172 members 
Mstep: Class 15 contains 3334 members 
Mstep: Class 16 contains 2937 members 
Mstep: Class 17 contains 5291 members 
Mstep: Class 18 contains 21622 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 5487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21331818.000000 Penalty: 41578.109375
Iteration 86Q: 21 clusters Score -2.133182e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 14164 members 
Mstep: Class 4 contains 3431 members 
Mstep: Class 5 contains 103502 members 
Mstep: Class 6 contains 11888 members 
Mstep: Class 7 contains 6824 members 
Mstep: Class 8 contains 13996 members 
Mstep: Class 9 contains 80430 members 
Mstep: Class 10 contains 1797 members 
Mstep: Class 11 contains 4748 members 
Mstep: Class 12 contains 13750 members 
Mstep: Class 13 contains 15959 members 
Mstep: Class 14 contains 44054 members 
Mstep: Class 15 contains 3337 members 
Mstep: Class 16 contains 2930 members 
Mstep: Class 17 contains 5277 members 
Mstep: Class 18 contains 21572 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 5489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21331826.000000 Penalty: 41578.109375
Iteration 87Q: 21 clusters Score -2.133183e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4373 members 
Mstep: Class 3 contains 14144 members 
Mstep: Class 4 contains 3430 members 
Mstep: Class 5 contains 103722 members 
Mstep: Class 6 contains 11837 members 
Mstep: Class 7 contains 6818 members 
Mstep: Class 8 contains 14156 members 
Mstep: Class 9 contains 80350 members 
Mstep: Class 10 contains 1819 members 
Mstep: Class 11 contains 4736 members 
Mstep: Class 12 contains 13708 members 
Mstep: Class 13 contains 15912 members 
Mstep: Class 14 contains 43965 members 
Mstep: Class 15 contains 3343 members 
Mstep: Class 16 contains 2924 members 
Mstep: Class 17 contains 5265 members 
Mstep: Class 18 contains 21513 members 
Mstep: Class 19 contains 1619 members 
Mstep: Class 20 contains 5486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21331942.000000 Penalty: 41578.109375
Iteration 88Q: 21 clusters Score -2.133194e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4383 members 
Mstep: Class 3 contains 14135 members 
Mstep: Class 4 contains 3430 members 
Mstep: Class 5 contains 103953 members 
Mstep: Class 6 contains 11796 members 
Mstep: Class 7 contains 6814 members 
Mstep: Class 8 contains 14281 members 
Mstep: Class 9 contains 80258 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 4725 members 
Mstep: Class 12 contains 13684 members 
Mstep: Class 13 contains 15869 members 
Mstep: Class 14 contains 43867 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 2917 members 
Mstep: Class 17 contains 5249 members 
Mstep: Class 18 contains 21466 members 
Mstep: Class 19 contains 1618 members 
Mstep: Class 20 contains 5481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21331968.000000 Penalty: 41578.109375
Iteration 89Q: 21 clusters Score -2.133197e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4397 members 
Mstep: Class 3 contains 14127 members 
Mstep: Class 4 contains 3428 members 
Mstep: Class 5 contains 104091 members 
Mstep: Class 6 contains 11773 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 14432 members 
Mstep: Class 9 contains 80198 members 
Mstep: Class 10 contains 1860 members 
Mstep: Class 11 contains 4713 members 
Mstep: Class 12 contains 13656 members 
Mstep: Class 13 contains 15839 members 
Mstep: Class 14 contains 43751 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 2913 members 
Mstep: Class 17 contains 5239 members 
Mstep: Class 18 contains 21444 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 5483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21332144.000000 Penalty: 41578.109375
Iteration 90Q: 21 clusters Score -2.133214e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 14113 members 
Mstep: Class 4 contains 3427 members 
Mstep: Class 5 contains 104237 members 
Mstep: Class 6 contains 11737 members 
Mstep: Class 7 contains 6802 members 
Mstep: Class 8 contains 14573 members 
Mstep: Class 9 contains 80144 members 
Mstep: Class 10 contains 1875 members 
Mstep: Class 11 contains 4698 members 
Mstep: Class 12 contains 13631 members 
Mstep: Class 13 contains 15808 members 
Mstep: Class 14 contains 43653 members 
Mstep: Class 15 contains 3358 members 
Mstep: Class 16 contains 2907 members 
Mstep: Class 17 contains 5232 members 
Mstep: Class 18 contains 21409 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 5490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21332208.000000 Penalty: 41578.109375
Iteration 91Q: 21 clusters Score -2.133221e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4415 members 
Mstep: Class 3 contains 14098 members 
Mstep: Class 4 contains 3430 members 
Mstep: Class 5 contains 104336 members 
Mstep: Class 6 contains 11710 members 
Mstep: Class 7 contains 6795 members 
Mstep: Class 8 contains 14735 members 
Mstep: Class 9 contains 80099 members 
Mstep: Class 10 contains 1885 members 
Mstep: Class 11 contains 4683 members 
Mstep: Class 12 contains 13605 members 
Mstep: Class 13 contains 15795 members 
Mstep: Class 14 contains 43583 members 
Mstep: Class 15 contains 3356 members 
Mstep: Class 16 contains 2904 members 
Mstep: Class 17 contains 5223 members 
Mstep: Class 18 contains 21362 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 5490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21332262.000000 Penalty: 41578.109375
Iteration 92Q: 21 clusters Score -2.133226e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4423 members 
Mstep: Class 3 contains 14080 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 104447 members 
Mstep: Class 6 contains 11679 members 
Mstep: Class 7 contains 6784 members 
Mstep: Class 8 contains 14885 members 
Mstep: Class 9 contains 80063 members 
Mstep: Class 10 contains 1894 members 
Mstep: Class 11 contains 4673 members 
Mstep: Class 12 contains 13584 members 
Mstep: Class 13 contains 15778 members 
Mstep: Class 14 contains 43498 members 
Mstep: Class 15 contains 3362 members 
Mstep: Class 16 contains 2904 members 
Mstep: Class 17 contains 5215 members 
Mstep: Class 18 contains 21308 members 
Mstep: Class 19 contains 1623 members 
Mstep: Class 20 contains 5488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21332364.000000 Penalty: 41578.109375
Iteration 93Q: 21 clusters Score -2.133236e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4421 members 
Mstep: Class 3 contains 14064 members 
Mstep: Class 4 contains 3436 members 
Mstep: Class 5 contains 104588 members 
Mstep: Class 6 contains 11649 members 
Mstep: Class 7 contains 6774 members 
Mstep: Class 8 contains 15005 members 
Mstep: Class 9 contains 80014 members 
Mstep: Class 10 contains 1902 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 13551 members 
Mstep: Class 13 contains 15772 members 
Mstep: Class 14 contains 43428 members 
Mstep: Class 15 contains 3365 members 
Mstep: Class 16 contains 2902 members 
Mstep: Class 17 contains 5212 members 
Mstep: Class 18 contains 21262 members 
Mstep: Class 19 contains 1621 members 
Mstep: Class 20 contains 5487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21332362.000000 Penalty: 41578.109375
Iteration 94Q: 21 clusters Score -2.133236e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4428 members 
Mstep: Class 3 contains 14045 members 
Mstep: Class 4 contains 3440 members 
Mstep: Class 5 contains 104725 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 6764 members 
Mstep: Class 8 contains 15104 members 
Mstep: Class 9 contains 79988 members 
Mstep: Class 10 contains 1912 members 
Mstep: Class 11 contains 4646 members 
Mstep: Class 12 contains 13515 members 
Mstep: Class 13 contains 15755 members 
Mstep: Class 14 contains 43375 members 
Mstep: Class 15 contains 3368 members 
Mstep: Class 16 contains 2899 members 
Mstep: Class 17 contains 5202 members 
Mstep: Class 18 contains 21226 members 
Mstep: Class 19 contains 1621 members 
Mstep: Class 20 contains 5487 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 21 clusters Score -2.133241e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4436 members 
Mstep: Class 3 contains 14031 members 
Mstep: Class 4 contains 3440 members 
Mstep: Class 5 contains 104821 members 
Mstep: Class 6 contains 11601 members 
Mstep: Class 7 contains 6748 members 
Mstep: Class 8 contains 15206 members 
Mstep: Class 9 contains 79969 members 
Mstep: Class 10 contains 1921 members 
Mstep: Class 11 contains 4637 members 
Mstep: Class 12 contains 13483 members 
Mstep: Class 13 contains 15750 members 
Mstep: Class 14 contains 43311 members 
Mstep: Class 15 contains 3376 members 
Mstep: Class 16 contains 2897 members 
Mstep: Class 17 contains 5193 members 
Mstep: Class 18 contains 21195 members 
Mstep: Class 19 contains 1620 members 
Mstep: Class 20 contains 5490 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 21 clusters Score -2.133248e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4438 members 
Mstep: Class 3 contains 14013 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 104927 members 
Mstep: Class 6 contains 11587 members 
Mstep: Class 7 contains 6735 members 
Mstep: Class 8 contains 15298 members 
Mstep: Class 9 contains 79946 members 
Mstep: Class 10 contains 1932 members 
Mstep: Class 11 contains 4632 members 
Mstep: Class 12 contains 13448 members 
Mstep: Class 13 contains 15750 members 
Mstep: Class 14 contains 43265 members 
Mstep: Class 15 contains 3375 members 
Mstep: Class 16 contains 2897 members 
Mstep: Class 17 contains 5185 members 
Mstep: Class 18 contains 21146 members 
Mstep: Class 19 contains 1619 members 
Mstep: Class 20 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 21 clusters Score -2.133242e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 13994 members 
Mstep: Class 4 contains 3443 members 
Mstep: Class 5 contains 105037 members 
Mstep: Class 6 contains 11569 members 
Mstep: Class 7 contains 6720 members 
Mstep: Class 8 contains 15390 members 
Mstep: Class 9 contains 79912 members 
Mstep: Class 10 contains 1940 members 
Mstep: Class 11 contains 4626 members 
Mstep: Class 12 contains 13425 members 
Mstep: Class 13 contains 15762 members 
Mstep: Class 14 contains 43213 members 
Mstep: Class 15 contains 3383 members 
Mstep: Class 16 contains 2895 members 
Mstep: Class 17 contains 5179 members 
Mstep: Class 18 contains 21094 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 5490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21332470.000000 Penalty: 41578.109375
Iteration 98Q: 21 clusters Score -2.133247e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4448 members 
Mstep: Class 3 contains 13982 members 
Mstep: Class 4 contains 3443 members 
Mstep: Class 5 contains 105115 members 
Mstep: Class 6 contains 11548 members 
Mstep: Class 7 contains 6714 members 
Mstep: Class 8 contains 15499 members 
Mstep: Class 9 contains 79894 members 
Mstep: Class 10 contains 1944 members 
Mstep: Class 11 contains 4613 members 
Mstep: Class 12 contains 13408 members 
Mstep: Class 13 contains 15773 members 
Mstep: Class 14 contains 43156 members 
Mstep: Class 15 contains 3391 members 
Mstep: Class 16 contains 2893 members 
Mstep: Class 17 contains 5175 members 
Mstep: Class 18 contains 21040 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 5480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21332418.000000 Penalty: 41578.109375
Iteration 99Q: 21 clusters Score -2.133242e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4449 members 
Mstep: Class 3 contains 13987 members 
Mstep: Class 4 contains 3442 members 
Mstep: Class 5 contains 105180 members 
Mstep: Class 6 contains 11532 members 
Mstep: Class 7 contains 6705 members 
Mstep: Class 8 contains 15622 members 
Mstep: Class 9 contains 79872 members 
Mstep: Class 10 contains 1945 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 13393 members 
Mstep: Class 13 contains 15788 members 
Mstep: Class 14 contains 43080 members 
Mstep: Class 15 contains 3396 members 
Mstep: Class 16 contains 2893 members 
Mstep: Class 17 contains 5172 members 
Mstep: Class 18 contains 20976 members 
Mstep: Class 19 contains 1619 members 
Mstep: Class 20 contains 5477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21332538.000000 Penalty: 41578.109375
Iteration 100F: 21 clusters Score -2.133254e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4450 members 
Mstep: Class 3 contains 13991 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 105244 members 
Mstep: Class 6 contains 11519 members 
Mstep: Class 7 contains 6687 members 
Mstep: Class 8 contains 15739 members 
Mstep: Class 9 contains 79867 members 
Mstep: Class 10 contains 1946 members 
Mstep: Class 11 contains 4605 members 
Mstep: Class 12 contains 13374 members 
Mstep: Class 13 contains 15794 members 
Mstep: Class 14 contains 43002 members 
Mstep: Class 15 contains 3395 members 
Mstep: Class 16 contains 2890 members 
Mstep: Class 17 contains 5174 members 
Mstep: Class 18 contains 20925 members 
Mstep: Class 19 contains 1619 members 
Mstep: Class 20 contains 5474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21332530.000000 Penalty: 41578.109375
Iteration 101Q: 21 clusters Score -2.133253e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4455 members 
Mstep: Class 3 contains 14001 members 
Mstep: Class 4 contains 3443 members 
Mstep: Class 5 contains 105301 members 
Mstep: Class 6 contains 11504 members 
Mstep: Class 7 contains 6669 members 
Mstep: Class 8 contains 15856 members 
Mstep: Class 9 contains 79886 members 
Mstep: Class 10 contains 1948 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 13363 members 
Mstep: Class 13 contains 15792 members 
Mstep: Class 14 contains 42895 members 
Mstep: Class 15 contains 3396 members 
Mstep: Class 16 contains 2889 members 
Mstep: Class 17 contains 5168 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 1618 members 
Mstep: Class 20 contains 5476 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 21 clusters Score -2.133243e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4465 members 
Mstep: Class 3 contains 14005 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 105365 members 
Mstep: Class 6 contains 11489 members 
Mstep: Class 7 contains 6647 members 
Mstep: Class 8 contains 15972 members 
Mstep: Class 9 contains 79927 members 
Mstep: Class 10 contains 1949 members 
Mstep: Class 11 contains 4613 members 
Mstep: Class 12 contains 13354 members 
Mstep: Class 13 contains 15790 members 
Mstep: Class 14 contains 42779 members 
Mstep: Class 15 contains 3399 members 
Mstep: Class 16 contains 2890 members 
Mstep: Class 17 contains 5163 members 
Mstep: Class 18 contains 20804 members 
Mstep: Class 19 contains 1618 members 
Mstep: Class 20 contains 5479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21332478.000000 Penalty: 41578.109375
Iteration 103Q: 21 clusters Score -2.133248e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 14013 members 
Mstep: Class 4 contains 3442 members 
Mstep: Class 5 contains 105436 members 
Mstep: Class 6 contains 11476 members 
Mstep: Class 7 contains 6622 members 
Mstep: Class 8 contains 16088 members 
Mstep: Class 9 contains 79943 members 
Mstep: Class 10 contains 1950 members 
Mstep: Class 11 contains 4614 members 
Mstep: Class 12 contains 13339 members 
Mstep: Class 13 contains 15796 members 
Mstep: Class 14 contains 42660 members 
Mstep: Class 15 contains 3408 members 
Mstep: Class 16 contains 2886 members 
Mstep: Class 17 contains 5160 members 
Mstep: Class 18 contains 20744 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 5486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21332544.000000 Penalty: 41578.109375
Iteration 104Q: 21 clusters Score -2.133254e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 3 contains 14013 members 
Mstep: Class 4 contains 3446 members 
Mstep: Class 5 contains 105505 members 
Mstep: Class 6 contains 11460 members 
Mstep: Class 7 contains 6589 members 
Mstep: Class 8 contains 16187 members 
Mstep: Class 9 contains 79973 members 
Mstep: Class 10 contains 1954 members 
Mstep: Class 11 contains 4625 members 
Mstep: Class 12 contains 13327 members 
Mstep: Class 13 contains 15792 members 
Mstep: Class 14 contains 42555 members 
Mstep: Class 15 contains 3418 members 
Mstep: Class 16 contains 2887 members 
Mstep: Class 17 contains 5153 members 
Mstep: Class 18 contains 20690 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21332678.000000 Penalty: 41578.109375
Iteration 105Q: 21 clusters Score -2.133268e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 14026 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 105564 members 
Mstep: Class 6 contains 11451 members 
Mstep: Class 7 contains 6560 members 
Mstep: Class 8 contains 16273 members 
Mstep: Class 9 contains 79991 members 
Mstep: Class 10 contains 1956 members 
Mstep: Class 11 contains 4640 members 
Mstep: Class 12 contains 13316 members 
Mstep: Class 13 contains 15788 members 
Mstep: Class 14 contains 42455 members 
Mstep: Class 15 contains 3427 members 
Mstep: Class 16 contains 2881 members 
Mstep: Class 17 contains 5151 members 
Mstep: Class 18 contains 20638 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 5500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21332700.000000 Penalty: 41578.109375
Iteration 106Q: 21 clusters Score -2.13327e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4489 members 
Mstep: Class 3 contains 14039 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 105614 members 
Mstep: Class 6 contains 11438 members 
Mstep: Class 7 contains 6530 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 79997 members 
Mstep: Class 10 contains 1956 members 
Mstep: Class 11 contains 4643 members 
Mstep: Class 12 contains 13309 members 
Mstep: Class 13 contains 15776 members 
Mstep: Class 14 contains 42375 members 
Mstep: Class 15 contains 3435 members 
Mstep: Class 16 contains 2880 members 
Mstep: Class 17 contains 5151 members 
Mstep: Class 18 contains 20602 members 
Mstep: Class 19 contains 1619 members 
Mstep: Class 20 contains 5502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21332776.000000 Penalty: 41578.109375
Iteration 107Q: 21 clusters Score -2.133278e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 14048 members 
Mstep: Class 4 contains 3446 members 
Mstep: Class 5 contains 105683 members 
Mstep: Class 6 contains 11417 members 
Mstep: Class 7 contains 6505 members 
Mstep: Class 8 contains 16448 members 
Mstep: Class 9 contains 79995 members 
Mstep: Class 10 contains 1956 members 
Mstep: Class 11 contains 4648 members 
Mstep: Class 12 contains 13305 members 
Mstep: Class 13 contains 15774 members 
Mstep: Class 14 contains 42309 members 
Mstep: Class 15 contains 3438 members 
Mstep: Class 16 contains 2882 members 
Mstep: Class 17 contains 5145 members 
Mstep: Class 18 contains 20549 members 
Mstep: Class 19 contains 1620 members 
Mstep: Class 20 contains 5507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21332744.000000 Penalty: 41578.109375
Iteration 108Q: 21 clusters Score -2.133274e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4506 members 
Mstep: Class 3 contains 14063 members 
Mstep: Class 4 contains 3445 members 
Mstep: Class 5 contains 105725 members 
Mstep: Class 6 contains 11400 members 
Mstep: Class 7 contains 6482 members 
Mstep: Class 8 contains 16525 members 
Mstep: Class 9 contains 80008 members 
Mstep: Class 10 contains 1956 members 
Mstep: Class 11 contains 4647 members 
Mstep: Class 12 contains 13296 members 
Mstep: Class 13 contains 15776 members 
Mstep: Class 14 contains 42255 members 
Mstep: Class 15 contains 3436 members 
Mstep: Class 16 contains 2881 members 
Mstep: Class 17 contains 5138 members 
Mstep: Class 18 contains 20505 members 
Mstep: Class 19 contains 1621 members 
Mstep: Class 20 contains 5506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21332766.000000 Penalty: 41578.109375
Iteration 109Q: 21 clusters Score -2.133277e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4507 members 
Mstep: Class 3 contains 14083 members 
Mstep: Class 4 contains 3446 members 
Mstep: Class 5 contains 105749 members 
Mstep: Class 6 contains 11383 members 
Mstep: Class 7 contains 6457 members 
Mstep: Class 8 contains 16611 members 
Mstep: Class 9 contains 80032 members 
Mstep: Class 10 contains 1957 members 
Mstep: Class 11 contains 4651 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 13 contains 15777 members 
Mstep: Class 14 contains 42188 members 
Mstep: Class 15 contains 3433 members 
Mstep: Class 16 contains 2881 members 
Mstep: Class 17 contains 5135 members 
Mstep: Class 18 contains 20462 members 
Mstep: Class 19 contains 1621 members 
Mstep: Class 20 contains 5509 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 110Q: 21 clusters Score -2.133273e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4513 members 
Mstep: Class 3 contains 14093 members 
Mstep: Class 4 contains 3452 members 
Mstep: Class 5 contains 105783 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 16686 members 
Mstep: Class 9 contains 80049 members 
Mstep: Class 10 contains 1959 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 15776 members 
Mstep: Class 14 contains 42125 members 
Mstep: Class 15 contains 3431 members 
Mstep: Class 16 contains 2877 members 
Mstep: Class 17 contains 5130 members 
Mstep: Class 18 contains 20418 members 
Mstep: Class 19 contains 1621 members 
Mstep: Class 20 contains 5517 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 21 clusters Score -2.133277e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4516 members 
Mstep: Class 3 contains 14099 members 
Mstep: Class 4 contains 3454 members 
Mstep: Class 5 contains 105824 members 
Mstep: Class 6 contains 11354 members 
Mstep: Class 7 contains 6415 members 
Mstep: Class 8 contains 16741 members 
Mstep: Class 9 contains 80082 members 
Mstep: Class 10 contains 1961 members 
Mstep: Class 11 contains 4652 members 
Mstep: Class 12 contains 13275 members 
Mstep: Class 13 contains 15780 members 
Mstep: Class 14 contains 42060 members 
Mstep: Class 15 contains 3441 members 
Mstep: Class 16 contains 2877 members 
Mstep: Class 17 contains 5128 members 
Mstep: Class 18 contains 20370 members 
Mstep: Class 19 contains 1620 members 
Mstep: Class 20 contains 5522 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 112Q: 21 clusters Score -2.133278e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4524 members 
Mstep: Class 3 contains 14102 members 
Mstep: Class 4 contains 3456 members 
Mstep: Class 5 contains 105871 members 
Mstep: Class 6 contains 11342 members 
Mstep: Class 7 contains 6401 members 
Mstep: Class 8 contains 16785 members 
Mstep: Class 9 contains 80105 members 
Mstep: Class 10 contains 1961 members 
Mstep: Class 11 contains 4651 members 
Mstep: Class 12 contains 13265 members 
Mstep: Class 13 contains 15778 members 
Mstep: Class 14 contains 42013 members 
Mstep: Class 15 contains 3450 members 
Mstep: Class 16 contains 2873 members 
Mstep: Class 17 contains 5125 members 
Mstep: Class 18 contains 20328 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 5524 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 21 clusters Score -2.133278e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4529 members 
Mstep: Class 3 contains 14104 members 
Mstep: Class 4 contains 3456 members 
Mstep: Class 5 contains 105904 members 
Mstep: Class 6 contains 11325 members 
Mstep: Class 7 contains 6393 members 
Mstep: Class 8 contains 16835 members 
Mstep: Class 9 contains 80129 members 
Mstep: Class 10 contains 1961 members 
Mstep: Class 11 contains 4648 members 
Mstep: Class 12 contains 13256 members 
Mstep: Class 13 contains 15784 members 
Mstep: Class 14 contains 41962 members 
Mstep: Class 15 contains 3456 members 
Mstep: Class 16 contains 2873 members 
Mstep: Class 17 contains 5121 members 
Mstep: Class 18 contains 20291 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 5527 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 21 clusters Score -2.133278e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4534 members 
Mstep: Class 3 contains 14106 members 
Mstep: Class 4 contains 3457 members 
Mstep: Class 5 contains 105949 members 
Mstep: Class 6 contains 11301 members 
Mstep: Class 7 contains 6380 members 
Mstep: Class 8 contains 16903 members 
Mstep: Class 9 contains 80141 members 
Mstep: Class 10 contains 1962 members 
Mstep: Class 11 contains 4647 members 
Mstep: Class 12 contains 13251 members 
Mstep: Class 13 contains 15775 members 
Mstep: Class 14 contains 41916 members 
Mstep: Class 15 contains 3460 members 
Mstep: Class 16 contains 2871 members 
Mstep: Class 17 contains 5115 members 
Mstep: Class 18 contains 20256 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 5530 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 115Q: 21 clusters Score -2.133282e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4540 members 
Mstep: Class 3 contains 14115 members 
Mstep: Class 4 contains 3458 members 
Mstep: Class 5 contains 105975 members 
Mstep: Class 6 contains 11285 members 
Mstep: Class 7 contains 6361 members 
Mstep: Class 8 contains 16962 members 
Mstep: Class 9 contains 80145 members 
Mstep: Class 10 contains 1964 members 
Mstep: Class 11 contains 4645 members 
Mstep: Class 12 contains 13248 members 
Mstep: Class 13 contains 15772 members 
Mstep: Class 14 contains 41882 members 
Mstep: Class 15 contains 3462 members 
Mstep: Class 16 contains 2873 members 
Mstep: Class 17 contains 5112 members 
Mstep: Class 18 contains 20219 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 5536 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 116Q: 21 clusters Score -2.133278e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4543 members 
Mstep: Class 3 contains 14121 members 
Mstep: Class 4 contains 3457 members 
Mstep: Class 5 contains 105990 members 
Mstep: Class 6 contains 11268 members 
Mstep: Class 7 contains 6345 members 
Mstep: Class 8 contains 17021 members 
Mstep: Class 9 contains 80165 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 4647 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 15771 members 
Mstep: Class 14 contains 41849 members 
Mstep: Class 15 contains 3465 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 5111 members 
Mstep: Class 18 contains 20187 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 5544 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 117Q: 21 clusters Score -2.133274e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4545 members 
Mstep: Class 3 contains 14128 members 
Mstep: Class 4 contains 3459 members 
Mstep: Class 5 contains 105998 members 
Mstep: Class 6 contains 11250 members 
Mstep: Class 7 contains 6330 members 
Mstep: Class 8 contains 17068 members 
Mstep: Class 9 contains 80200 members 
Mstep: Class 10 contains 1969 members 
Mstep: Class 11 contains 4641 members 
Mstep: Class 12 contains 13228 members 
Mstep: Class 13 contains 15774 members 
Mstep: Class 14 contains 41827 members 
Mstep: Class 15 contains 3463 members 
Mstep: Class 16 contains 2863 members 
Mstep: Class 17 contains 5107 members 
Mstep: Class 18 contains 20156 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 5549 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 118Q: 21 clusters Score -2.133285e+07 nChanged 321
Entering ConstructFrom: 
Score: -21332850.000000 Penalty: 41578.109375
Entering ConstructFrom: 
Trying to split cluster 1 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -30774.769531 Penalty: 1041.920532
	Iteration 0F: 2 clusters Score -30774.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -29678.791016 Penalty: 2083.841064
	Iteration 0F: 3 clusters Score -29678.79 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -29914.156250 Penalty: 2083.841064
	Iteration 1F: 3 clusters Score -29914.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -30044.472656 Penalty: 2083.841064
	Iteration 2F: 3 clusters Score -30044.47 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -30139.136719 Penalty: 2083.841064
	Iteration 3F: 3 clusters Score -30139.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -30307.646484 Penalty: 2083.841064
	Iteration 4F: 3 clusters Score -30307.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -30415.052734 Penalty: 2083.841064
	Iteration 5F: 3 clusters Score -30415.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -30500.265625 Penalty: 2083.841064
	Iteration 6F: 3 clusters Score -30500.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -30555.425781 Penalty: 2083.841064
	Iteration 7Q: 3 clusters Score -30555.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -30600.189453 Penalty: 2083.841064
	Iteration 8Q: 3 clusters Score -30600.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -30632.658203 Penalty: 2083.841064
	Iteration 9Q: 3 clusters Score -30632.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -30656.421875 Penalty: 2083.841064
	Iteration 10Q: 3 clusters Score -30656.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -30679.634766 Penalty: 2083.841064
	Iteration 11Q: 3 clusters Score -30679.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -30704.166016 Penalty: 2083.841064
	Iteration 12Q: 3 clusters Score -30704.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -30737.332031 Penalty: 2083.841064
	Iteration 13Q: 3 clusters Score -30737.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -30802.896484 Penalty: 2083.841064
	Iteration 14Q: 3 clusters Score -30802.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -30856.308594 Penalty: 2083.841064
	Iteration 15Q: 3 clusters Score -30856.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -30903.730469 Penalty: 2083.841064
	Iteration 16Q: 3 clusters Score -30903.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -30920.716797 Penalty: 2083.841064
	Iteration 17Q: 3 clusters Score -30920.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -30933.160156 Penalty: 2083.841064
	Iteration 18Q: 3 clusters Score -30933.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -30945.388672 Penalty: 2083.841064
	Iteration 19Q: 3 clusters Score -30945.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -30950.552734 Penalty: 2083.841064
	Iteration 20F: 3 clusters Score -30950.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -30956.287109 Penalty: 2083.841064
	Iteration 21Q: 3 clusters Score -30956.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -30965.261719 Penalty: 2083.841064
	Iteration 22Q: 3 clusters Score -30965.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -30967.140625 Penalty: 2083.841064
	Iteration 23Q: 3 clusters Score -30967.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -30967.140625 Penalty: 2083.841064
	Iteration 24F: 3 clusters Score -30967.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 4548 members 
Mstep: Class 3 contains 14130 members 
Mstep: Class 4 contains 3460 members 
Mstep: Class 5 contains 106000 members 
Mstep: Class 6 contains 11239 members 
Mstep: Class 7 contains 6316 members 
Mstep: Class 8 contains 17110 members 
Mstep: Class 9 contains 80222 members 
Mstep: Class 10 contains 1973 members 
Mstep: Class 11 contains 4639 members 
Mstep: Class 12 contains 13218 members 
Mstep: Class 13 contains 15774 members 
Mstep: Class 14 contains 41800 members 
Mstep: Class 15 contains 3472 members 
Mstep: Class 16 contains 2859 members 
Mstep: Class 17 contains 5103 members 
Mstep: Class 18 contains 20138 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 5554 members 
Mstep: Class 21 contains 456 members 
Entering Unmasked Estep 
Score: -21332014.000000 Penalty: 43657.015625
Splitting cluster 1 changes total score from -21332850.000000 to -21332014.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Entering Unmasked Estep 
Score: -230912.593750 Penalty: 1368.646851
	Iteration 0F: 2 clusters Score -230912.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -227257.546875 Penalty: 2737.293701
	Iteration 0F: 3 clusters Score -227257.5 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -228366.468750 Penalty: 2737.293701
	Iteration 1F: 3 clusters Score -228366.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -228680.500000 Penalty: 2737.293701
	Iteration 2F: 3 clusters Score -228680.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -228920.953125 Penalty: 2737.293701
	Iteration 3F: 3 clusters Score -228921 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -229083.687500 Penalty: 2737.293701
	Iteration 4F: 3 clusters Score -229083.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -229224.593750 Penalty: 2737.293701
	Iteration 5Q: 3 clusters Score -229224.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -229358.156250 Penalty: 2737.293701
	Iteration 6Q: 3 clusters Score -229358.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -229459.140625 Penalty: 2737.293701
	Iteration 7Q: 3 clusters Score -229459.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -229528.015625 Penalty: 2737.293701
	Iteration 8Q: 3 clusters Score -229528 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -229593.171875 Penalty: 2737.293701
	Iteration 9Q: 3 clusters Score -229593.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -229655.703125 Penalty: 2737.293701
	Iteration 10Q: 3 clusters Score -229655.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -229717.609375 Penalty: 2737.293701
	Iteration 11Q: 3 clusters Score -229717.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -229773.765625 Penalty: 2737.293701
	Iteration 12Q: 3 clusters Score -229773.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -229832.984375 Penalty: 2737.293701
	Iteration 13Q: 3 clusters Score -229833 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -229890.187500 Penalty: 2737.293701
	Iteration 14Q: 3 clusters Score -229890.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -229943.093750 Penalty: 2737.293701
	Iteration 15Q: 3 clusters Score -229943.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -229988.171875 Penalty: 2737.293701
	Iteration 16Q: 3 clusters Score -229988.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -230021.578125 Penalty: 2737.293701
	Iteration 17Q: 3 clusters Score -230021.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -230050.828125 Penalty: 2737.293701
	Iteration 18Q: 3 clusters Score -230050.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -230070.953125 Penalty: 2737.293701
	Iteration 19Q: 3 clusters Score -230071 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -230092.796875 Penalty: 2737.293701
	Iteration 20F: 3 clusters Score -230092.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -230115.359375 Penalty: 2737.293701
	Iteration 21Q: 3 clusters Score -230115.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -230137.031250 Penalty: 2737.293701
	Iteration 22Q: 3 clusters Score -230137 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -230147.281250 Penalty: 2737.293701
	Iteration 23Q: 3 clusters Score -230147.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -230162.437500 Penalty: 2737.293701
	Iteration 24Q: 3 clusters Score -230162.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -230177.328125 Penalty: 2737.293701
	Iteration 25Q: 3 clusters Score -230177.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -230185.968750 Penalty: 2737.293701
	Iteration 26Q: 3 clusters Score -230186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -230196.625000 Penalty: 2737.293701
	Iteration 27Q: 3 clusters Score -230196.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -230210.375000 Penalty: 2737.293701
	Iteration 28Q: 3 clusters Score -230210.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -230226.609375 Penalty: 2737.293701
	Iteration 29Q: 3 clusters Score -230226.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -230243.390625 Penalty: 2737.293701
	Iteration 30Q: 3 clusters Score -230243.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -230255.500000 Penalty: 2737.293701
	Iteration 31Q: 3 clusters Score -230255.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -230270.843750 Penalty: 2737.293701
	Iteration 32Q: 3 clusters Score -230270.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -230288.500000 Penalty: 2737.293701
	Iteration 33Q: 3 clusters Score -230288.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -230301.890625 Penalty: 2737.293701
	Iteration 34Q: 3 clusters Score -230301.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -230311.953125 Penalty: 2737.293701
	Iteration 35Q: 3 clusters Score -230312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -230319.359375 Penalty: 2737.293701
	Iteration 36Q: 3 clusters Score -230319.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -230327.781250 Penalty: 2737.293701
	Iteration 37Q: 3 clusters Score -230327.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -230335.968750 Penalty: 2737.293701
	Iteration 38Q: 3 clusters Score -230336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -230343.593750 Penalty: 2737.293701
	Iteration 39Q: 3 clusters Score -230343.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -230352.890625 Penalty: 2737.293701
	Iteration 40F: 3 clusters Score -230352.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -230361.281250 Penalty: 2737.293701
	Iteration 41Q: 3 clusters Score -230361.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -230369.218750 Penalty: 2737.293701
	Iteration 42Q: 3 clusters Score -230369.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -230375.515625 Penalty: 2737.293701
	Iteration 43Q: 3 clusters Score -230375.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -230389.437500 Penalty: 2737.293701
	Iteration 44Q: 3 clusters Score -230389.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -230407.890625 Penalty: 2737.293701
	Iteration 45Q: 3 clusters Score -230407.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -230417.859375 Penalty: 2737.293701
	Iteration 46Q: 3 clusters Score -230417.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -230433.562500 Penalty: 2737.293701
	Iteration 47Q: 3 clusters Score -230433.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -230445.140625 Penalty: 2737.293701
	Iteration 48Q: 3 clusters Score -230445.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -230451.890625 Penalty: 2737.293701
	Iteration 49Q: 3 clusters Score -230451.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -230455.031250 Penalty: 2737.293701
	Iteration 50Q: 3 clusters Score -230455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -230456.968750 Penalty: 2737.293701
	Iteration 51Q: 3 clusters Score -230457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -230457.406250 Penalty: 2737.293701
	Iteration 52Q: 3 clusters Score -230457.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -230457.984375 Penalty: 2737.293701
	Iteration 53Q: 3 clusters Score -230458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -230459.015625 Penalty: 2737.293701
	Iteration 54Q: 3 clusters Score -230459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -230459.234375 Penalty: 2737.293701
	Iteration 55Q: 3 clusters Score -230459.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -230460.062500 Penalty: 2737.293701
	Iteration 56Q: 3 clusters Score -230460.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -230461.328125 Penalty: 2737.293701
	Iteration 57Q: 3 clusters Score -230461.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -230463.312500 Penalty: 2737.293701
	Iteration 58Q: 3 clusters Score -230463.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -230464.671875 Penalty: 2737.293701
	Iteration 59Q: 3 clusters Score -230464.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -230466.140625 Penalty: 2737.293701
	Iteration 60F: 3 clusters Score -230466.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -230466.812500 Penalty: 2737.293701
	Iteration 61Q: 3 clusters Score -230466.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -230469.343750 Penalty: 2737.293701
	Iteration 62Q: 3 clusters Score -230469.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -230472.625000 Penalty: 2737.293701
	Iteration 63Q: 3 clusters Score -230472.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -230472.671875 Penalty: 2737.293701
	Iteration 64Q: 3 clusters Score -230472.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -230475.796875 Penalty: 2737.293701
	Iteration 65Q: 3 clusters Score -230475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -230478.687500 Penalty: 2737.293701
	Iteration 66Q: 3 clusters Score -230478.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -230481.359375 Penalty: 2737.293701
	Iteration 67Q: 3 clusters Score -230481.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -230487.156250 Penalty: 2737.293701
	Iteration 68Q: 3 clusters Score -230487.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -230495.203125 Penalty: 2737.293701
	Iteration 69Q: 3 clusters Score -230495.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -230500.828125 Penalty: 2737.293701
	Iteration 70Q: 3 clusters Score -230500.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -230505.734375 Penalty: 2737.293701
	Iteration 71Q: 3 clusters Score -230505.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -230509.171875 Penalty: 2737.293701
	Iteration 72Q: 3 clusters Score -230509.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -230514.656250 Penalty: 2737.293701
	Iteration 73Q: 3 clusters Score -230514.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -230519.234375 Penalty: 2737.293701
	Iteration 74Q: 3 clusters Score -230519.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -230526.343750 Penalty: 2737.293701
	Iteration 75Q: 3 clusters Score -230526.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -230530.734375 Penalty: 2737.293701
	Iteration 76Q: 3 clusters Score -230530.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -230532.437500 Penalty: 2737.293701
	Iteration 77Q: 3 clusters Score -230532.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -230534.421875 Penalty: 2737.293701
	Iteration 78Q: 3 clusters Score -230534.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -230534.812500 Penalty: 2737.293701
	Iteration 79Q: 3 clusters Score -230534.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -230537.796875 Penalty: 2737.293701
	Iteration 80F: 3 clusters Score -230537.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -230544.250000 Penalty: 2737.293701
	Iteration 81Q: 3 clusters Score -230544.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -230547.625000 Penalty: 2737.293701
	Iteration 82Q: 3 clusters Score -230547.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -230555.687500 Penalty: 2737.293701
	Iteration 83Q: 3 clusters Score -230555.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -230564.953125 Penalty: 2737.293701
	Iteration 84Q: 3 clusters Score -230565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -230570.906250 Penalty: 2737.293701
	Iteration 85Q: 3 clusters Score -230570.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -230574.640625 Penalty: 2737.293701
	Iteration 86Q: 3 clusters Score -230574.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -230576.890625 Penalty: 2737.293701
	Iteration 87Q: 3 clusters Score -230576.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -230580.843750 Penalty: 2737.293701
	Iteration 88Q: 3 clusters Score -230580.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -230584.250000 Penalty: 2737.293701
	Iteration 89Q: 3 clusters Score -230584.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -230589.546875 Penalty: 2737.293701
	Iteration 90Q: 3 clusters Score -230589.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -230595.828125 Penalty: 2737.293701
	Iteration 91Q: 3 clusters Score -230595.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -230599.046875 Penalty: 2737.293701
	Iteration 92Q: 3 clusters Score -230599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -230601.390625 Penalty: 2737.293701
	Iteration 93Q: 3 clusters Score -230601.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -230605.187500 Penalty: 2737.293701
	Iteration 94Q: 3 clusters Score -230605.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -230612.718750 Penalty: 2737.293701
	Iteration 95Q: 3 clusters Score -230612.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -230616.937500 Penalty: 2737.293701
	Iteration 96Q: 3 clusters Score -230616.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -230618.140625 Penalty: 2737.293701
	Iteration 97Q: 3 clusters Score -230618.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -230618.140625 Penalty: 2737.293701
	Iteration 98Q: 3 clusters Score -230618.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -230618.140625 Penalty: 2737.293701
	Iteration 99F: 3 clusters Score -230618.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Entering Unmasked Estep 
Score: -836768.687500 Penalty: 1552.859009
	Iteration 0F: 2 clusters Score -836768.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -826952.250000 Penalty: 3105.718018
	Iteration 0F: 3 clusters Score -826952.2 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -830298.562500 Penalty: 3105.718018
	Iteration 1F: 3 clusters Score -830298.6 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -830890.062500 Penalty: 3105.718018
	Iteration 2F: 3 clusters Score -830890.1 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -831758.437500 Penalty: 3105.718018
	Iteration 3F: 3 clusters Score -831758.4 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -832799.687500 Penalty: 3105.718018
	Iteration 4F: 3 clusters Score -832799.7 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -833846.625000 Penalty: 3105.718018
	Iteration 5F: 3 clusters Score -833846.6 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -834586.250000 Penalty: 3105.718018
	Iteration 6F: 3 clusters Score -834586.2 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -835032.687500 Penalty: 3105.718018
	Iteration 7F: 3 clusters Score -835032.7 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -835346.187500 Penalty: 3105.718018
	Iteration 8Q: 3 clusters Score -835346.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -835582.187500 Penalty: 3105.718018
	Iteration 9Q: 3 clusters Score -835582.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -835729.625000 Penalty: 3105.718018
	Iteration 10Q: 3 clusters Score -835729.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -835843.187500 Penalty: 3105.718018
	Iteration 11Q: 3 clusters Score -835843.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -835918.937500 Penalty: 3105.718018
	Iteration 12Q: 3 clusters Score -835918.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -835978.625000 Penalty: 3105.718018
	Iteration 13Q: 3 clusters Score -835978.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -836025.937500 Penalty: 3105.718018
	Iteration 14Q: 3 clusters Score -836025.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -836071.312500 Penalty: 3105.718018
	Iteration 15Q: 3 clusters Score -836071.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -836107.750000 Penalty: 3105.718018
	Iteration 16Q: 3 clusters Score -836107.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -836139.687500 Penalty: 3105.718018
	Iteration 17Q: 3 clusters Score -836139.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -836177.750000 Penalty: 3105.718018
	Iteration 18Q: 3 clusters Score -836177.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -836206.937500 Penalty: 3105.718018
	Iteration 19Q: 3 clusters Score -836206.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -836244.625000 Penalty: 3105.718018
	Iteration 20F: 3 clusters Score -836244.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -836279.875000 Penalty: 3105.718018
	Iteration 21Q: 3 clusters Score -836279.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -836319.375000 Penalty: 3105.718018
	Iteration 22Q: 3 clusters Score -836319.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -836363.375000 Penalty: 3105.718018
	Iteration 23Q: 3 clusters Score -836363.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -836421.250000 Penalty: 3105.718018
	Iteration 24Q: 3 clusters Score -836421.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -836489.187500 Penalty: 3105.718018
	Iteration 25Q: 3 clusters Score -836489.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -836569.812500 Penalty: 3105.718018
	Iteration 26Q: 3 clusters Score -836569.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -836661.937500 Penalty: 3105.718018
	Iteration 27Q: 3 clusters Score -836661.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -836742.875000 Penalty: 3105.718018
	Iteration 28Q: 3 clusters Score -836742.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -836839.187500 Penalty: 3105.718018
	Iteration 29Q: 3 clusters Score -836839.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -836902.187500 Penalty: 3105.718018
	Iteration 30Q: 3 clusters Score -836902.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -836947.062500 Penalty: 3105.718018
	Iteration 31Q: 3 clusters Score -836947.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -836977.312500 Penalty: 3105.718018
	Iteration 32Q: 3 clusters Score -836977.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -837004.312500 Penalty: 3105.718018
	Iteration 33Q: 3 clusters Score -837004.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -837018.812500 Penalty: 3105.718018
	Iteration 34Q: 3 clusters Score -837018.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -837024.625000 Penalty: 3105.718018
	Iteration 35Q: 3 clusters Score -837024.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -837031.000000 Penalty: 3105.718018
	Iteration 36Q: 3 clusters Score -837031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -837033.562500 Penalty: 3105.718018
	Iteration 37Q: 3 clusters Score -837033.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -837032.687500 Penalty: 3105.718018
	Iteration 38Q: 3 clusters Score -837032.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -837032.875000 Penalty: 3105.718018
	Iteration 39Q: 3 clusters Score -837032.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -837035.062500 Penalty: 3105.718018
	Iteration 40F: 3 clusters Score -837035.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -837035.375000 Penalty: 3105.718018
	Iteration 41Q: 3 clusters Score -837035.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -837034.875000 Penalty: 3105.718018
	Iteration 42Q: 3 clusters Score -837034.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -837035.375000 Penalty: 3105.718018
	Iteration 43Q: 3 clusters Score -837035.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -837036.500000 Penalty: 3105.718018
	Iteration 44Q: 3 clusters Score -837036.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -837037.000000 Penalty: 3105.718018
	Iteration 45Q: 3 clusters Score -837037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -837036.750000 Penalty: 3105.718018
	Iteration 46Q: 3 clusters Score -837036.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -837036.750000 Penalty: 3105.718018
	Iteration 47F: 3 clusters Score -837036.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4548 members 
Mstep: Class 3 contains 1585 members 
Mstep: Class 4 contains 3460 members 
Mstep: Class 5 contains 106000 members 
Mstep: Class 6 contains 11239 members 
Mstep: Class 7 contains 6316 members 
Mstep: Class 8 contains 17110 members 
Mstep: Class 9 contains 80222 members 
Mstep: Class 10 contains 1973 members 
Mstep: Class 11 contains 4639 members 
Mstep: Class 12 contains 13218 members 
Mstep: Class 13 contains 15774 members 
Mstep: Class 14 contains 41800 members 
Mstep: Class 15 contains 3472 members 
Mstep: Class 16 contains 2859 members 
Mstep: Class 17 contains 5103 members 
Mstep: Class 18 contains 20138 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 5554 members 
Mstep: Class 21 contains 12545 members 
Entering Unmasked Estep 
Score: -21332634.000000 Penalty: 43657.015625
Splitting cluster 3 changes total score from -21332850.000000 to -21332634.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Entering Unmasked Estep 
Score: -211845.437500 Penalty: 1324.216431
	Iteration 0F: 2 clusters Score -211845.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -208842.265625 Penalty: 2648.432861
	Iteration 0F: 3 clusters Score -208842.3 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -209666.812500 Penalty: 2648.432861
	Iteration 1F: 3 clusters Score -209666.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -209827.265625 Penalty: 2648.432861
	Iteration 2F: 3 clusters Score -209827.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -209935.468750 Penalty: 2648.432861
	Iteration 3Q: 3 clusters Score -209935.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -210035.171875 Penalty: 2648.432861
	Iteration 4Q: 3 clusters Score -210035.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -210162.640625 Penalty: 2648.432861
	Iteration 5Q: 3 clusters Score -210162.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -210336.656250 Penalty: 2648.432861
	Iteration 6Q: 3 clusters Score -210336.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -210576.921875 Penalty: 2648.432861
	Iteration 7F: 3 clusters Score -210576.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -210952.984375 Penalty: 2648.432861
	Iteration 8F: 3 clusters Score -210953 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -211311.968750 Penalty: 2648.432861
	Iteration 9F: 3 clusters Score -211312 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -211523.265625 Penalty: 2648.432861
	Iteration 10Q: 3 clusters Score -211523.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -211687.718750 Penalty: 2648.432861
	Iteration 11Q: 3 clusters Score -211687.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -211831.109375 Penalty: 2648.432861
	Iteration 12Q: 3 clusters Score -211831.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -212013.187500 Penalty: 2648.432861
	Iteration 13Q: 3 clusters Score -212013.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -212125.890625 Penalty: 2648.432861
	Iteration 14Q: 3 clusters Score -212125.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -212219.921875 Penalty: 2648.432861
	Iteration 15Q: 3 clusters Score -212219.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -212262.281250 Penalty: 2648.432861
	Iteration 16Q: 3 clusters Score -212262.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -212275.453125 Penalty: 2648.432861
	Iteration 17Q: 3 clusters Score -212275.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -212280.171875 Penalty: 2648.432861
	Iteration 18Q: 3 clusters Score -212280.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -212281.921875 Penalty: 2648.432861
	Iteration 19Q: 3 clusters Score -212281.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -212282.890625 Penalty: 2648.432861
	Iteration 20F: 3 clusters Score -212282.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -212283.625000 Penalty: 2648.432861
	Iteration 21Q: 3 clusters Score -212283.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -212283.625000 Penalty: 2648.432861
	Iteration 22F: 3 clusters Score -212283.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4548 members 
Mstep: Class 3 contains 14130 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 106000 members 
Mstep: Class 6 contains 11239 members 
Mstep: Class 7 contains 6316 members 
Mstep: Class 8 contains 17110 members 
Mstep: Class 9 contains 80222 members 
Mstep: Class 10 contains 1973 members 
Mstep: Class 11 contains 4639 members 
Mstep: Class 12 contains 13218 members 
Mstep: Class 13 contains 15774 members 
Mstep: Class 14 contains 41800 members 
Mstep: Class 15 contains 3472 members 
Mstep: Class 16 contains 2859 members 
Mstep: Class 17 contains 5103 members 
Mstep: Class 18 contains 20138 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 5554 members 
Mstep: Class 21 contains 1065 members 
Entering Unmasked Estep 
Score: -21332584.000000 Penalty: 43657.015625
Splitting cluster 4 changes total score from -21332850.000000 to -21332584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (106000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106000 members 
Entering Unmasked Estep 
Score: -6431533.000000 Penalty: 1880.319092
	Iteration 0F: 2 clusters Score -6431533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -6360630.500000 Penalty: 3760.638184
	Iteration 0F: 3 clusters Score -6360630 nChanged 50758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
Score: -6390744.500000 Penalty: 3760.638184
	Iteration 1F: 3 clusters Score -6390744 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 53441 members 
Entering Unmasked Estep 
Score: -6391913.000000 Penalty: 3760.638184
	Iteration 2Q: 3 clusters Score -6391913 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52750 members 
Mstep: Class 2 contains 53250 members 
Entering Unmasked Estep 
Score: -6393182.500000 Penalty: 3760.638184
	Iteration 3Q: 3 clusters Score -6393182 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 52829 members 
Entering Unmasked Estep 
Score: -6394639.000000 Penalty: 3760.638184
	Iteration 4Q: 3 clusters Score -6394639 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53726 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -6396184.500000 Penalty: 3760.638184
	Iteration 5Q: 3 clusters Score -6396184 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -6397823.000000 Penalty: 3760.638184
	Iteration 6Q: 3 clusters Score -6397823 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -6399583.000000 Penalty: 3760.638184
	Iteration 7Q: 3 clusters Score -6399583 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 49977 members 
Entering Unmasked Estep 
Score: -6401647.000000 Penalty: 3760.638184
	Iteration 8Q: 3 clusters Score -6401647 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -6404050.000000 Penalty: 3760.638184
	Iteration 9Q: 3 clusters Score -6404050 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57420 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -6407225.000000 Penalty: 3760.638184
	Iteration 10F: 3 clusters Score -6407225 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57897 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -6410640.000000 Penalty: 3760.638184
	Iteration 11F: 3 clusters Score -6410640 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -6413487.000000 Penalty: 3760.638184
	Iteration 12Q: 3 clusters Score -6413487 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -6414981.500000 Penalty: 3760.638184
	Iteration 13Q: 3 clusters Score -6414982 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -6415722.000000 Penalty: 3760.638184
	Iteration 14Q: 3 clusters Score -6415722 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 47043 members 
Entering Unmasked Estep 
Score: -6416206.000000 Penalty: 3760.638184
	Iteration 15Q: 3 clusters Score -6416206 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -6416682.000000 Penalty: 3760.638184
	Iteration 16Q: 3 clusters Score -6416682 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -6417019.500000 Penalty: 3760.638184
	Iteration 17Q: 3 clusters Score -6417020 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59055 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -6417391.000000 Penalty: 3760.638184
	Iteration 18Q: 3 clusters Score -6417391 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58964 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -6417799.000000 Penalty: 3760.638184
	Iteration 19Q: 3 clusters Score -6417799 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58836 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -6418201.500000 Penalty: 3760.638184
	Iteration 20F: 3 clusters Score -6418202 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -6418520.000000 Penalty: 3760.638184
	Iteration 21Q: 3 clusters Score -6418520 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58470 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -6418807.000000 Penalty: 3760.638184
	Iteration 22Q: 3 clusters Score -6418807 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58207 members 
Mstep: Class 2 contains 47793 members 
Entering Unmasked Estep 
Score: -6419149.500000 Penalty: 3760.638184
	Iteration 23Q: 3 clusters Score -6419150 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57955 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -6419420.500000 Penalty: 3760.638184
	Iteration 24Q: 3 clusters Score -6419420 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -6419634.500000 Penalty: 3760.638184
	Iteration 25Q: 3 clusters Score -6419634 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57347 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -6419852.000000 Penalty: 3760.638184
	Iteration 26Q: 3 clusters Score -6419852 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56947 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -6420107.500000 Penalty: 3760.638184
	Iteration 27Q: 3 clusters Score -6420108 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56569 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -6420405.000000 Penalty: 3760.638184
	Iteration 28Q: 3 clusters Score -6420405 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56199 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -6420658.000000 Penalty: 3760.638184
	Iteration 29Q: 3 clusters Score -6420658 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -6420921.500000 Penalty: 3760.638184
	Iteration 30Q: 3 clusters Score -6420922 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 50420 members 
Entering Unmasked Estep 
Score: -6421241.500000 Penalty: 3760.638184
	Iteration 31Q: 3 clusters Score -6421242 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -6421532.000000 Penalty: 3760.638184
	Iteration 32Q: 3 clusters Score -6421532 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55304 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -6421847.500000 Penalty: 3760.638184
	Iteration 33Q: 3 clusters Score -6421848 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55340 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -6422240.000000 Penalty: 3760.638184
	Iteration 34Q: 3 clusters Score -6422240 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 50573 members 
Entering Unmasked Estep 
Score: -6422658.500000 Penalty: 3760.638184
	Iteration 35Q: 3 clusters Score -6422658 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -6423011.500000 Penalty: 3760.638184
	Iteration 36Q: 3 clusters Score -6423012 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55659 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -6423326.500000 Penalty: 3760.638184
	Iteration 37Q: 3 clusters Score -6423326 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55823 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -6423608.500000 Penalty: 3760.638184
	Iteration 38Q: 3 clusters Score -6423608 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55985 members 
Mstep: Class 2 contains 50015 members 
Entering Unmasked Estep 
Score: -6423770.000000 Penalty: 3760.638184
	Iteration 39Q: 3 clusters Score -6423770 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -6423953.500000 Penalty: 3760.638184
	Iteration 40F: 3 clusters Score -6423954 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -6424102.500000 Penalty: 3760.638184
	Iteration 41Q: 3 clusters Score -6424102 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56334 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -6424240.500000 Penalty: 3760.638184
	Iteration 42Q: 3 clusters Score -6424240 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -6424290.500000 Penalty: 3760.638184
	Iteration 43Q: 3 clusters Score -6424290 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -6424318.500000 Penalty: 3760.638184
	Iteration 44Q: 3 clusters Score -6424318 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -6424303.000000 Penalty: 3760.638184
	Iteration 45Q: 3 clusters Score -6424303 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -6424310.500000 Penalty: 3760.638184
	Iteration 46Q: 3 clusters Score -6424310 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56376 members 
Mstep: Class 2 contains 49624 members 
Entering Unmasked Estep 
Score: -6424325.000000 Penalty: 3760.638184
	Iteration 47Q: 3 clusters Score -6424325 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -6424326.000000 Penalty: 3760.638184
	Iteration 48Q: 3 clusters Score -6424326 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -6424322.000000 Penalty: 3760.638184
	Iteration 49Q: 3 clusters Score -6424322 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56331 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -6424334.500000 Penalty: 3760.638184
	Iteration 50Q: 3 clusters Score -6424334 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56303 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -6424329.000000 Penalty: 3760.638184
	Iteration 51Q: 3 clusters Score -6424329 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56285 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -6424323.000000 Penalty: 3760.638184
	Iteration 52Q: 3 clusters Score -6424323 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56269 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -6424317.500000 Penalty: 3760.638184
	Iteration 53Q: 3 clusters Score -6424318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -6424322.500000 Penalty: 3760.638184
	Iteration 54Q: 3 clusters Score -6424322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -6424326.500000 Penalty: 3760.638184
	Iteration 55Q: 3 clusters Score -6424326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56212 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -6424337.500000 Penalty: 3760.638184
	Iteration 56Q: 3 clusters Score -6424338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56199 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -6424336.500000 Penalty: 3760.638184
	Iteration 57Q: 3 clusters Score -6424336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -6424333.000000 Penalty: 3760.638184
	Iteration 58Q: 3 clusters Score -6424333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -6424331.500000 Penalty: 3760.638184
	Iteration 59Q: 3 clusters Score -6424332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56174 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -6424329.000000 Penalty: 3760.638184
	Iteration 60F: 3 clusters Score -6424329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56171 members 
Mstep: Class 2 contains 49829 members 
Entering Unmasked Estep 
Score: -6424335.000000 Penalty: 3760.638184
	Iteration 61Q: 3 clusters Score -6424335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56166 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -6424333.500000 Penalty: 3760.638184
	Iteration 62Q: 3 clusters Score -6424334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56164 members 
Mstep: Class 2 contains 49836 members 
Entering Unmasked Estep 
Score: -6424329.000000 Penalty: 3760.638184
	Iteration 63Q: 3 clusters Score -6424329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56163 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -6424328.000000 Penalty: 3760.638184
	Iteration 64Q: 3 clusters Score -6424328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56160 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -6424330.500000 Penalty: 3760.638184
	Iteration 65Q: 3 clusters Score -6424330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56161 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -6424332.000000 Penalty: 3760.638184
	Iteration 66Q: 3 clusters Score -6424332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56161 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -6424332.000000 Penalty: 3760.638184
	Iteration 67F: 3 clusters Score -6424332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Entering Unmasked Estep 
Score: -720175.062500 Penalty: 1515.661133
	Iteration 0F: 2 clusters Score -720175.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -712186.500000 Penalty: 3031.322266
	Iteration 0F: 3 clusters Score -712186.5 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -715088.812500 Penalty: 3031.322266
	Iteration 1F: 3 clusters Score -715088.8 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -715513.375000 Penalty: 3031.322266
	Iteration 2F: 3 clusters Score -715513.4 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -715840.687500 Penalty: 3031.322266
	Iteration 3F: 3 clusters Score -715840.7 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -716121.250000 Penalty: 3031.322266
	Iteration 4F: 3 clusters Score -716121.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -716340.937500 Penalty: 3031.322266
	Iteration 5Q: 3 clusters Score -716340.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -716526.687500 Penalty: 3031.322266
	Iteration 6Q: 3 clusters Score -716526.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -716672.687500 Penalty: 3031.322266
	Iteration 7Q: 3 clusters Score -716672.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -716781.500000 Penalty: 3031.322266
	Iteration 8Q: 3 clusters Score -716781.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -716853.937500 Penalty: 3031.322266
	Iteration 9Q: 3 clusters Score -716853.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -716910.187500 Penalty: 3031.322266
	Iteration 10Q: 3 clusters Score -716910.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -716968.000000 Penalty: 3031.322266
	Iteration 11Q: 3 clusters Score -716968 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -717036.562500 Penalty: 3031.322266
	Iteration 12Q: 3 clusters Score -717036.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -717120.625000 Penalty: 3031.322266
	Iteration 13Q: 3 clusters Score -717120.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -717232.812500 Penalty: 3031.322266
	Iteration 14Q: 3 clusters Score -717232.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -717389.187500 Penalty: 3031.322266
	Iteration 15Q: 3 clusters Score -717389.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -717608.562500 Penalty: 3031.322266
	Iteration 16Q: 3 clusters Score -717608.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -717873.375000 Penalty: 3031.322266
	Iteration 17Q: 3 clusters Score -717873.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -718193.375000 Penalty: 3031.322266
	Iteration 18Q: 3 clusters Score -718193.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -718505.187500 Penalty: 3031.322266
	Iteration 19Q: 3 clusters Score -718505.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -718807.937500 Penalty: 3031.322266
	Iteration 20F: 3 clusters Score -718807.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -719027.937500 Penalty: 3031.322266
	Iteration 21Q: 3 clusters Score -719027.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -719182.437500 Penalty: 3031.322266
	Iteration 22Q: 3 clusters Score -719182.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -719288.125000 Penalty: 3031.322266
	Iteration 23Q: 3 clusters Score -719288.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -719366.312500 Penalty: 3031.322266
	Iteration 24Q: 3 clusters Score -719366.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -719435.687500 Penalty: 3031.322266
	Iteration 25Q: 3 clusters Score -719435.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -719495.750000 Penalty: 3031.322266
	Iteration 26Q: 3 clusters Score -719495.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -719543.187500 Penalty: 3031.322266
	Iteration 27Q: 3 clusters Score -719543.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -719574.562500 Penalty: 3031.322266
	Iteration 28Q: 3 clusters Score -719574.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -719601.250000 Penalty: 3031.322266
	Iteration 29Q: 3 clusters Score -719601.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -719627.000000 Penalty: 3031.322266
	Iteration 30Q: 3 clusters Score -719627 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -719637.875000 Penalty: 3031.322266
	Iteration 31Q: 3 clusters Score -719637.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -719646.000000 Penalty: 3031.322266
	Iteration 32Q: 3 clusters Score -719646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -719652.687500 Penalty: 3031.322266
	Iteration 33Q: 3 clusters Score -719652.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -719661.625000 Penalty: 3031.322266
	Iteration 34Q: 3 clusters Score -719661.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -719665.000000 Penalty: 3031.322266
	Iteration 35Q: 3 clusters Score -719665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -719667.562500 Penalty: 3031.322266
	Iteration 36Q: 3 clusters Score -719667.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -719670.937500 Penalty: 3031.322266
	Iteration 37Q: 3 clusters Score -719670.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -719672.937500 Penalty: 3031.322266
	Iteration 38Q: 3 clusters Score -719672.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -719676.000000 Penalty: 3031.322266
	Iteration 39Q: 3 clusters Score -719676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -719677.125000 Penalty: 3031.322266
	Iteration 40F: 3 clusters Score -719677.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -719677.500000 Penalty: 3031.322266
	Iteration 41Q: 3 clusters Score -719677.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -719680.062500 Penalty: 3031.322266
	Iteration 42Q: 3 clusters Score -719680.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -719682.625000 Penalty: 3031.322266
	Iteration 43Q: 3 clusters Score -719682.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -719682.125000 Penalty: 3031.322266
	Iteration 44Q: 3 clusters Score -719682.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -719683.312500 Penalty: 3031.322266
	Iteration 45Q: 3 clusters Score -719683.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -719685.062500 Penalty: 3031.322266
	Iteration 46Q: 3 clusters Score -719685.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -719684.625000 Penalty: 3031.322266
	Iteration 47Q: 3 clusters Score -719684.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -719684.687500 Penalty: 3031.322266
	Iteration 48Q: 3 clusters Score -719684.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -719686.562500 Penalty: 3031.322266
	Iteration 49Q: 3 clusters Score -719686.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -719684.812500 Penalty: 3031.322266
	Iteration 50Q: 3 clusters Score -719684.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -719687.312500 Penalty: 3031.322266
	Iteration 51Q: 3 clusters Score -719687.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -719686.875000 Penalty: 3031.322266
	Iteration 52Q: 3 clusters Score -719686.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -719687.562500 Penalty: 3031.322266
	Iteration 53Q: 3 clusters Score -719687.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -719687.562500 Penalty: 3031.322266
	Iteration 54F: 3 clusters Score -719687.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Entering Unmasked Estep 
Score: -372045.406250 Penalty: 1422.011719
	Iteration 0F: 2 clusters Score -372045.4 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 3209 members 
Entering Unmasked Estep 
Score: -367325.687500 Penalty: 2844.023438
	Iteration 0F: 3 clusters Score -367325.7 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -368680.406250 Penalty: 2844.023438
	Iteration 1F: 3 clusters Score -368680.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -368965.968750 Penalty: 2844.023438
	Iteration 2F: 3 clusters Score -368966 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -369246.312500 Penalty: 2844.023438
	Iteration 3F: 3 clusters Score -369246.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -369544.937500 Penalty: 2844.023438
	Iteration 4F: 3 clusters Score -369544.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -369850.687500 Penalty: 2844.023438
	Iteration 5F: 3 clusters Score -369850.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -370172.500000 Penalty: 2844.023438
	Iteration 6F: 3 clusters Score -370172.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -370402.875000 Penalty: 2844.023438
	Iteration 7F: 3 clusters Score -370402.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -370553.500000 Penalty: 2844.023438
	Iteration 8Q: 3 clusters Score -370553.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -370663.812500 Penalty: 2844.023438
	Iteration 9Q: 3 clusters Score -370663.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -370738.343750 Penalty: 2844.023438
	Iteration 10Q: 3 clusters Score -370738.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -370788.281250 Penalty: 2844.023438
	Iteration 11Q: 3 clusters Score -370788.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -370832.031250 Penalty: 2844.023438
	Iteration 12Q: 3 clusters Score -370832 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -370877.187500 Penalty: 2844.023438
	Iteration 13Q: 3 clusters Score -370877.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -370921.187500 Penalty: 2844.023438
	Iteration 14Q: 3 clusters Score -370921.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -370959.000000 Penalty: 2844.023438
	Iteration 15Q: 3 clusters Score -370959 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -370992.500000 Penalty: 2844.023438
	Iteration 16Q: 3 clusters Score -370992.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -371029.812500 Penalty: 2844.023438
	Iteration 17Q: 3 clusters Score -371029.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -371068.843750 Penalty: 2844.023438
	Iteration 18Q: 3 clusters Score -371068.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -371099.687500 Penalty: 2844.023438
	Iteration 19Q: 3 clusters Score -371099.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -371129.156250 Penalty: 2844.023438
	Iteration 20F: 3 clusters Score -371129.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -371175.000000 Penalty: 2844.023438
	Iteration 21Q: 3 clusters Score -371175 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -371215.843750 Penalty: 2844.023438
	Iteration 22Q: 3 clusters Score -371215.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -371252.937500 Penalty: 2844.023438
	Iteration 23Q: 3 clusters Score -371252.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -371291.375000 Penalty: 2844.023438
	Iteration 24Q: 3 clusters Score -371291.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -371335.625000 Penalty: 2844.023438
	Iteration 25Q: 3 clusters Score -371335.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -371373.375000 Penalty: 2844.023438
	Iteration 26Q: 3 clusters Score -371373.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -371405.312500 Penalty: 2844.023438
	Iteration 27Q: 3 clusters Score -371405.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -371431.093750 Penalty: 2844.023438
	Iteration 28Q: 3 clusters Score -371431.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -371449.531250 Penalty: 2844.023438
	Iteration 29Q: 3 clusters Score -371449.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -371462.468750 Penalty: 2844.023438
	Iteration 30Q: 3 clusters Score -371462.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -371469.187500 Penalty: 2844.023438
	Iteration 31Q: 3 clusters Score -371469.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -371475.937500 Penalty: 2844.023438
	Iteration 32Q: 3 clusters Score -371475.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -371478.812500 Penalty: 2844.023438
	Iteration 33Q: 3 clusters Score -371478.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -371480.687500 Penalty: 2844.023438
	Iteration 34Q: 3 clusters Score -371480.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -371482.187500 Penalty: 2844.023438
	Iteration 35Q: 3 clusters Score -371482.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -371482.656250 Penalty: 2844.023438
	Iteration 36Q: 3 clusters Score -371482.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -371484.718750 Penalty: 2844.023438
	Iteration 37Q: 3 clusters Score -371484.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -371484.937500 Penalty: 2844.023438
	Iteration 38Q: 3 clusters Score -371484.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -371484.937500 Penalty: 2844.023438
	Iteration 39F: 3 clusters Score -371484.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Entering Unmasked Estep 
Score: -1045657.750000 Penalty: 1583.955444
	Iteration 0F: 2 clusters Score -1045658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1033833.750000 Penalty: 3167.910889
	Iteration 0F: 3 clusters Score -1033834 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1038128.312500 Penalty: 3167.910889
	Iteration 1F: 3 clusters Score -1038128 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1038568.812500 Penalty: 3167.910889
	Iteration 2F: 3 clusters Score -1038569 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1039045.562500 Penalty: 3167.910889
	Iteration 3F: 3 clusters Score -1039046 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1039595.937500 Penalty: 3167.910889
	Iteration 4F: 3 clusters Score -1039596 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1040141.187500 Penalty: 3167.910889
	Iteration 5F: 3 clusters Score -1040141 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1040737.000000 Penalty: 3167.910889
	Iteration 6F: 3 clusters Score -1040737 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1041337.750000 Penalty: 3167.910889
	Iteration 7F: 3 clusters Score -1041338 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1041934.375000 Penalty: 3167.910889
	Iteration 8F: 3 clusters Score -1041934 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1042455.187500 Penalty: 3167.910889
	Iteration 9Q: 3 clusters Score -1042455 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1042913.312500 Penalty: 3167.910889
	Iteration 10Q: 3 clusters Score -1042913 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1043262.187500 Penalty: 3167.910889
	Iteration 11Q: 3 clusters Score -1043262 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1043521.375000 Penalty: 3167.910889
	Iteration 12Q: 3 clusters Score -1043521 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1043673.437500 Penalty: 3167.910889
	Iteration 13Q: 3 clusters Score -1043673 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1043773.562500 Penalty: 3167.910889
	Iteration 14Q: 3 clusters Score -1043774 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1043856.500000 Penalty: 3167.910889
	Iteration 15Q: 3 clusters Score -1043856 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1043933.625000 Penalty: 3167.910889
	Iteration 16Q: 3 clusters Score -1043934 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1043994.750000 Penalty: 3167.910889
	Iteration 17Q: 3 clusters Score -1043995 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1044030.500000 Penalty: 3167.910889
	Iteration 18Q: 3 clusters Score -1044030 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1044057.375000 Penalty: 3167.910889
	Iteration 19Q: 3 clusters Score -1044057 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1044085.312500 Penalty: 3167.910889
	Iteration 20F: 3 clusters Score -1044085 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1044106.187500 Penalty: 3167.910889
	Iteration 21Q: 3 clusters Score -1044106 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1044127.625000 Penalty: 3167.910889
	Iteration 22Q: 3 clusters Score -1044128 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1044146.437500 Penalty: 3167.910889
	Iteration 23Q: 3 clusters Score -1044146 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1044170.500000 Penalty: 3167.910889
	Iteration 24Q: 3 clusters Score -1044170 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1044188.875000 Penalty: 3167.910889
	Iteration 25Q: 3 clusters Score -1044189 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1044200.750000 Penalty: 3167.910889
	Iteration 26Q: 3 clusters Score -1044201 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1044213.625000 Penalty: 3167.910889
	Iteration 27Q: 3 clusters Score -1044214 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1044229.625000 Penalty: 3167.910889
	Iteration 28Q: 3 clusters Score -1044230 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1044240.187500 Penalty: 3167.910889
	Iteration 29Q: 3 clusters Score -1044240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1044253.125000 Penalty: 3167.910889
	Iteration 30Q: 3 clusters Score -1044253 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1044264.875000 Penalty: 3167.910889
	Iteration 31Q: 3 clusters Score -1044265 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1044270.250000 Penalty: 3167.910889
	Iteration 32Q: 3 clusters Score -1044270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1044273.187500 Penalty: 3167.910889
	Iteration 33Q: 3 clusters Score -1044273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1044277.187500 Penalty: 3167.910889
	Iteration 34Q: 3 clusters Score -1044277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1044281.000000 Penalty: 3167.910889
	Iteration 35Q: 3 clusters Score -1044281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1044287.437500 Penalty: 3167.910889
	Iteration 36Q: 3 clusters Score -1044287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1044289.062500 Penalty: 3167.910889
	Iteration 37Q: 3 clusters Score -1044289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1044292.500000 Penalty: 3167.910889
	Iteration 38Q: 3 clusters Score -1044292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1044296.250000 Penalty: 3167.910889
	Iteration 39Q: 3 clusters Score -1044296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1044299.687500 Penalty: 3167.910889
	Iteration 40F: 3 clusters Score -1044300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1044304.125000 Penalty: 3167.910889
	Iteration 41Q: 3 clusters Score -1044304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1044306.062500 Penalty: 3167.910889
	Iteration 42Q: 3 clusters Score -1044306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1044307.500000 Penalty: 3167.910889
	Iteration 43Q: 3 clusters Score -1044308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1044308.625000 Penalty: 3167.910889
	Iteration 44Q: 3 clusters Score -1044309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1044311.125000 Penalty: 3167.910889
	Iteration 45Q: 3 clusters Score -1044311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1044314.812500 Penalty: 3167.910889
	Iteration 46Q: 3 clusters Score -1044315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1044313.312500 Penalty: 3167.910889
	Iteration 47Q: 3 clusters Score -1044313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1044314.500000 Penalty: 3167.910889
	Iteration 48Q: 3 clusters Score -1044314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1044317.250000 Penalty: 3167.910889
	Iteration 49Q: 3 clusters Score -1044317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1044319.875000 Penalty: 3167.910889
	Iteration 50Q: 3 clusters Score -1044320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1044322.437500 Penalty: 3167.910889
	Iteration 51Q: 3 clusters Score -1044322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1044320.000000 Penalty: 3167.910889
	Iteration 52Q: 3 clusters Score -1044320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1044320.625000 Penalty: 3167.910889
	Iteration 53Q: 3 clusters Score -1044321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1044324.062500 Penalty: 3167.910889
	Iteration 54Q: 3 clusters Score -1044324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1044324.437500 Penalty: 3167.910889
	Iteration 55Q: 3 clusters Score -1044324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1044325.312500 Penalty: 3167.910889
	Iteration 56Q: 3 clusters Score -1044325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1044329.312500 Penalty: 3167.910889
	Iteration 57Q: 3 clusters Score -1044329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1044332.125000 Penalty: 3167.910889
	Iteration 58Q: 3 clusters Score -1044332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1044335.500000 Penalty: 3167.910889
	Iteration 59Q: 3 clusters Score -1044336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1044336.000000 Penalty: 3167.910889
	Iteration 60F: 3 clusters Score -1044336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1044337.562500 Penalty: 3167.910889
	Iteration 61Q: 3 clusters Score -1044338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1044337.062500 Penalty: 3167.910889
	Iteration 62Q: 3 clusters Score -1044337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1044337.375000 Penalty: 3167.910889
	Iteration 63Q: 3 clusters Score -1044337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1044338.250000 Penalty: 3167.910889
	Iteration 64Q: 3 clusters Score -1044338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1044335.250000 Penalty: 3167.910889
	Iteration 65Q: 3 clusters Score -1044335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1044338.437500 Penalty: 3167.910889
	Iteration 66Q: 3 clusters Score -1044338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1044338.750000 Penalty: 3167.910889
	Iteration 67Q: 3 clusters Score -1044339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1044340.187500 Penalty: 3167.910889
	Iteration 68Q: 3 clusters Score -1044340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1044343.937500 Penalty: 3167.910889
	Iteration 69Q: 3 clusters Score -1044344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1044348.312500 Penalty: 3167.910889
	Iteration 70Q: 3 clusters Score -1044348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1044348.750000 Penalty: 3167.910889
	Iteration 71Q: 3 clusters Score -1044349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1044354.750000 Penalty: 3167.910889
	Iteration 72Q: 3 clusters Score -1044355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1044359.375000 Penalty: 3167.910889
	Iteration 73Q: 3 clusters Score -1044359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1044360.312500 Penalty: 3167.910889
	Iteration 74Q: 3 clusters Score -1044360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1044364.375000 Penalty: 3167.910889
	Iteration 75Q: 3 clusters Score -1044364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1044367.125000 Penalty: 3167.910889
	Iteration 76Q: 3 clusters Score -1044367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1044374.250000 Penalty: 3167.910889
	Iteration 77Q: 3 clusters Score -1044374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1044373.812500 Penalty: 3167.910889
	Iteration 78Q: 3 clusters Score -1044374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1044375.562500 Penalty: 3167.910889
	Iteration 79Q: 3 clusters Score -1044376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1044377.750000 Penalty: 3167.910889
	Iteration 80F: 3 clusters Score -1044378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1044383.937500 Penalty: 3167.910889
	Iteration 81Q: 3 clusters Score -1044384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1044387.062500 Penalty: 3167.910889
	Iteration 82Q: 3 clusters Score -1044387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1044387.812500 Penalty: 3167.910889
	Iteration 83Q: 3 clusters Score -1044388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1044390.500000 Penalty: 3167.910889
	Iteration 84Q: 3 clusters Score -1044390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1044391.125000 Penalty: 3167.910889
	Iteration 85Q: 3 clusters Score -1044391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1044394.750000 Penalty: 3167.910889
	Iteration 86Q: 3 clusters Score -1044395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1044394.312500 Penalty: 3167.910889
	Iteration 87Q: 3 clusters Score -1044394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1044396.437500 Penalty: 3167.910889
	Iteration 88Q: 3 clusters Score -1044396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1044398.250000 Penalty: 3167.910889
	Iteration 89Q: 3 clusters Score -1044398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1044398.687500 Penalty: 3167.910889
	Iteration 90Q: 3 clusters Score -1044399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1044400.187500 Penalty: 3167.910889
	Iteration 91Q: 3 clusters Score -1044400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1044400.125000 Penalty: 3167.910889
	Iteration 92Q: 3 clusters Score -1044400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1044401.625000 Penalty: 3167.910889
	Iteration 93Q: 3 clusters Score -1044402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1044401.625000 Penalty: 3167.910889
	Iteration 94F: 3 clusters Score -1044402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80222 members 
Entering Unmasked Estep 
Score: -5133757.000000 Penalty: 1835.039795
	Iteration 0F: 2 clusters Score -5133757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -5080265.000000 Penalty: 3670.079590
	Iteration 0F: 3 clusters Score -5080265 nChanged 37971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -5102058.000000 Penalty: 3670.079590
	Iteration 1F: 3 clusters Score -5102058 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -5102661.500000 Penalty: 3670.079590
	Iteration 2Q: 3 clusters Score -5102662 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -5103458.000000 Penalty: 3670.079590
	Iteration 3Q: 3 clusters Score -5103458 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -5104460.500000 Penalty: 3670.079590
	Iteration 4Q: 3 clusters Score -5104460 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -5105831.000000 Penalty: 3670.079590
	Iteration 5Q: 3 clusters Score -5105831 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -5107781.500000 Penalty: 3670.079590
	Iteration 6Q: 3 clusters Score -5107782 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -5110361.000000 Penalty: 3670.079590
	Iteration 7F: 3 clusters Score -5110361 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 55551 members 
Entering Unmasked Estep 
Score: -5113559.000000 Penalty: 3670.079590
	Iteration 8F: 3 clusters Score -5113559 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 59506 members 
Entering Unmasked Estep 
Score: -5116882.500000 Penalty: 3670.079590
	Iteration 9F: 3 clusters Score -5116882 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 63250 members 
Entering Unmasked Estep 
Score: -5119892.500000 Penalty: 3670.079590
	Iteration 10F: 3 clusters Score -5119892 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -5122303.500000 Penalty: 3670.079590
	Iteration 11Q: 3 clusters Score -5122304 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 69365 members 
Entering Unmasked Estep 
Score: -5124269.500000 Penalty: 3670.079590
	Iteration 12Q: 3 clusters Score -5124270 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 71785 members 
Entering Unmasked Estep 
Score: -5125894.000000 Penalty: 3670.079590
	Iteration 13Q: 3 clusters Score -5125894 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -5127355.500000 Penalty: 3670.079590
	Iteration 14Q: 3 clusters Score -5127356 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 75941 members 
Entering Unmasked Estep 
Score: -5128818.500000 Penalty: 3670.079590
	Iteration 15Q: 3 clusters Score -5128818 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 77544 members 
Entering Unmasked Estep 
Score: -5130037.000000 Penalty: 3670.079590
	Iteration 16Q: 3 clusters Score -5130037 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 78695 members 
Entering Unmasked Estep 
Score: -5130981.500000 Penalty: 3670.079590
	Iteration 17Q: 3 clusters Score -5130982 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 79378 members 
Entering Unmasked Estep 
Score: -5131537.000000 Penalty: 3670.079590
	Iteration 18Q: 3 clusters Score -5131537 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 79699 members 
Entering Unmasked Estep 
Score: -5131813.000000 Penalty: 3670.079590
	Iteration 19Q: 3 clusters Score -5131813 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 79823 members 
Entering Unmasked Estep 
Score: -5131936.500000 Penalty: 3670.079590
	Iteration 20F: 3 clusters Score -5131936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
Score: -5132015.000000 Penalty: 3670.079590
	Iteration 21Q: 3 clusters Score -5132015 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 79927 members 
Entering Unmasked Estep 
Score: -5132060.000000 Penalty: 3670.079590
	Iteration 22Q: 3 clusters Score -5132060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 79952 members 
Entering Unmasked Estep 
Score: -5132093.500000 Penalty: 3670.079590
	Iteration 23Q: 3 clusters Score -5132094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 79967 members 
Entering Unmasked Estep 
Score: -5132100.000000 Penalty: 3670.079590
	Iteration 24Q: 3 clusters Score -5132100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 79975 members 
Entering Unmasked Estep 
Score: -5132118.000000 Penalty: 3670.079590
	Iteration 25Q: 3 clusters Score -5132118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 79982 members 
Entering Unmasked Estep 
Score: -5132129.000000 Penalty: 3670.079590
	Iteration 26Q: 3 clusters Score -5132129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 79984 members 
Entering Unmasked Estep 
Score: -5132129.000000 Penalty: 3670.079590
	Iteration 27Q: 3 clusters Score -5132129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 79986 members 
Entering Unmasked Estep 
Score: -5132132.500000 Penalty: 3670.079590
	Iteration 28Q: 3 clusters Score -5132132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 79988 members 
Entering Unmasked Estep 
Score: -5132137.000000 Penalty: 3670.079590
	Iteration 29Q: 3 clusters Score -5132137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 79991 members 
Entering Unmasked Estep 
Score: -5132136.000000 Penalty: 3670.079590
	Iteration 30Q: 3 clusters Score -5132136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 79994 members 
Entering Unmasked Estep 
Score: -5132141.500000 Penalty: 3670.079590
	Iteration 31Q: 3 clusters Score -5132142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 79996 members 
Entering Unmasked Estep 
Score: -5132143.000000 Penalty: 3670.079590
	Iteration 32Q: 3 clusters Score -5132143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 79997 members 
Entering Unmasked Estep 
Score: -5132146.000000 Penalty: 3670.079590
	Iteration 33Q: 3 clusters Score -5132146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 79998 members 
Entering Unmasked Estep 
Score: -5132153.000000 Penalty: 3670.079590
	Iteration 34Q: 3 clusters Score -5132153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 79999 members 
Entering Unmasked Estep 
Score: -5132161.500000 Penalty: 3670.079590
	Iteration 35Q: 3 clusters Score -5132162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 79999 members 
Entering Unmasked Estep 
Score: -5132165.000000 Penalty: 3670.079590
	Iteration 36Q: 3 clusters Score -5132165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 79999 members 
Entering Unmasked Estep 
Score: -5132165.000000 Penalty: 3670.079590
	Iteration 37F: 3 clusters Score -5132165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Entering Unmasked Estep 
Score: -118835.882812 Penalty: 1232.937866
	Iteration 0F: 2 clusters Score -118835.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -116760.031250 Penalty: 2465.875732
	Iteration 0F: 3 clusters Score -116760 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -117231.867188 Penalty: 2465.875732
	Iteration 1F: 3 clusters Score -117231.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -117365.343750 Penalty: 2465.875732
	Iteration 2F: 3 clusters Score -117365.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -117456.500000 Penalty: 2465.875732
	Iteration 3F: 3 clusters Score -117456.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -117515.187500 Penalty: 2465.875732
	Iteration 4Q: 3 clusters Score -117515.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -117557.851562 Penalty: 2465.875732
	Iteration 5Q: 3 clusters Score -117557.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -117581.773438 Penalty: 2465.875732
	Iteration 6Q: 3 clusters Score -117581.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -117598.578125 Penalty: 2465.875732
	Iteration 7Q: 3 clusters Score -117598.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -117612.929688 Penalty: 2465.875732
	Iteration 8Q: 3 clusters Score -117612.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -117626.906250 Penalty: 2465.875732
	Iteration 9Q: 3 clusters Score -117626.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -117643.828125 Penalty: 2465.875732
	Iteration 10Q: 3 clusters Score -117643.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -117656.195312 Penalty: 2465.875732
	Iteration 11Q: 3 clusters Score -117656.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -117663.453125 Penalty: 2465.875732
	Iteration 12Q: 3 clusters Score -117663.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -117672.492188 Penalty: 2465.875732
	Iteration 13Q: 3 clusters Score -117672.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -117679.445312 Penalty: 2465.875732
	Iteration 14Q: 3 clusters Score -117679.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -117689.273438 Penalty: 2465.875732
	Iteration 15Q: 3 clusters Score -117689.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -117698.187500 Penalty: 2465.875732
	Iteration 16Q: 3 clusters Score -117698.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -117708.046875 Penalty: 2465.875732
	Iteration 17Q: 3 clusters Score -117708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -117714.070312 Penalty: 2465.875732
	Iteration 18Q: 3 clusters Score -117714.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -117718.726562 Penalty: 2465.875732
	Iteration 19Q: 3 clusters Score -117718.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -117721.640625 Penalty: 2465.875732
	Iteration 20F: 3 clusters Score -117721.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -117723.593750 Penalty: 2465.875732
	Iteration 21Q: 3 clusters Score -117723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -117724.859375 Penalty: 2465.875732
	Iteration 22Q: 3 clusters Score -117724.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -117724.960938 Penalty: 2465.875732
	Iteration 23Q: 3 clusters Score -117725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -117725.453125 Penalty: 2465.875732
	Iteration 24Q: 3 clusters Score -117725.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -117725.453125 Penalty: 2465.875732
	Iteration 25F: 3 clusters Score -117725.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Entering Unmasked Estep 
Score: -294418.625000 Penalty: 1371.866333
	Iteration 0F: 2 clusters Score -294418.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -290638.468750 Penalty: 2743.732666
	Iteration 0F: 3 clusters Score -290638.5 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -291651.343750 Penalty: 2743.732666
	Iteration 1F: 3 clusters Score -291651.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -291835.687500 Penalty: 2743.732666
	Iteration 2F: 3 clusters Score -291835.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -291964.562500 Penalty: 2743.732666
	Iteration 3F: 3 clusters Score -291964.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -292046.937500 Penalty: 2743.732666
	Iteration 4Q: 3 clusters Score -292046.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -292112.656250 Penalty: 2743.732666
	Iteration 5Q: 3 clusters Score -292112.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -292158.031250 Penalty: 2743.732666
	Iteration 6Q: 3 clusters Score -292158 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -292204.375000 Penalty: 2743.732666
	Iteration 7Q: 3 clusters Score -292204.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -292242.500000 Penalty: 2743.732666
	Iteration 8Q: 3 clusters Score -292242.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -292278.968750 Penalty: 2743.732666
	Iteration 9Q: 3 clusters Score -292279 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -292317.281250 Penalty: 2743.732666
	Iteration 10Q: 3 clusters Score -292317.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -292367.312500 Penalty: 2743.732666
	Iteration 11Q: 3 clusters Score -292367.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -292421.250000 Penalty: 2743.732666
	Iteration 12Q: 3 clusters Score -292421.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -292489.156250 Penalty: 2743.732666
	Iteration 13Q: 3 clusters Score -292489.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -292574.500000 Penalty: 2743.732666
	Iteration 14Q: 3 clusters Score -292574.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -292665.531250 Penalty: 2743.732666
	Iteration 15Q: 3 clusters Score -292665.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -292772.562500 Penalty: 2743.732666
	Iteration 16Q: 3 clusters Score -292772.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -292857.312500 Penalty: 2743.732666
	Iteration 17Q: 3 clusters Score -292857.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -292924.343750 Penalty: 2743.732666
	Iteration 18Q: 3 clusters Score -292924.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -292987.875000 Penalty: 2743.732666
	Iteration 19Q: 3 clusters Score -292987.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -293046.031250 Penalty: 2743.732666
	Iteration 20F: 3 clusters Score -293046 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -293095.812500 Penalty: 2743.732666
	Iteration 21Q: 3 clusters Score -293095.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -293118.437500 Penalty: 2743.732666
	Iteration 22Q: 3 clusters Score -293118.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -293135.468750 Penalty: 2743.732666
	Iteration 23Q: 3 clusters Score -293135.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -293151.500000 Penalty: 2743.732666
	Iteration 24Q: 3 clusters Score -293151.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -293168.843750 Penalty: 2743.732666
	Iteration 25Q: 3 clusters Score -293168.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -293182.218750 Penalty: 2743.732666
	Iteration 26Q: 3 clusters Score -293182.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -293191.500000 Penalty: 2743.732666
	Iteration 27Q: 3 clusters Score -293191.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -293196.281250 Penalty: 2743.732666
	Iteration 28Q: 3 clusters Score -293196.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -293197.343750 Penalty: 2743.732666
	Iteration 29Q: 3 clusters Score -293197.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -293197.937500 Penalty: 2743.732666
	Iteration 30Q: 3 clusters Score -293197.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -293198.812500 Penalty: 2743.732666
	Iteration 31Q: 3 clusters Score -293198.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -293199.968750 Penalty: 2743.732666
	Iteration 32Q: 3 clusters Score -293200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -293199.968750 Penalty: 2743.732666
	Iteration 33F: 3 clusters Score -293200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Entering Unmasked Estep 
Score: -795028.187500 Penalty: 1542.016968
	Iteration 0F: 2 clusters Score -795028.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -785777.437500 Penalty: 3084.033936
	Iteration 0F: 3 clusters Score -785777.4 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -788966.625000 Penalty: 3084.033936
	Iteration 1F: 3 clusters Score -788966.6 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -789254.875000 Penalty: 3084.033936
	Iteration 2F: 3 clusters Score -789254.9 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -789487.812500 Penalty: 3084.033936
	Iteration 3Q: 3 clusters Score -789487.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -789720.875000 Penalty: 3084.033936
	Iteration 4Q: 3 clusters Score -789720.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -789978.062500 Penalty: 3084.033936
	Iteration 5Q: 3 clusters Score -789978.1 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -790340.125000 Penalty: 3084.033936
	Iteration 6Q: 3 clusters Score -790340.1 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -790934.125000 Penalty: 3084.033936
	Iteration 7F: 3 clusters Score -790934.1 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -791689.062500 Penalty: 3084.033936
	Iteration 8F: 3 clusters Score -791689.1 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -792379.125000 Penalty: 3084.033936
	Iteration 9F: 3 clusters Score -792379.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -792835.750000 Penalty: 3084.033936
	Iteration 10Q: 3 clusters Score -792835.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -793098.000000 Penalty: 3084.033936
	Iteration 11Q: 3 clusters Score -793098 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -793259.250000 Penalty: 3084.033936
	Iteration 12Q: 3 clusters Score -793259.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -793397.812500 Penalty: 3084.033936
	Iteration 13Q: 3 clusters Score -793397.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -793514.125000 Penalty: 3084.033936
	Iteration 14Q: 3 clusters Score -793514.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -793604.687500 Penalty: 3084.033936
	Iteration 15Q: 3 clusters Score -793604.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -793693.875000 Penalty: 3084.033936
	Iteration 16Q: 3 clusters Score -793693.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -793789.375000 Penalty: 3084.033936
	Iteration 17Q: 3 clusters Score -793789.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -793873.000000 Penalty: 3084.033936
	Iteration 18Q: 3 clusters Score -793873 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -793957.375000 Penalty: 3084.033936
	Iteration 19Q: 3 clusters Score -793957.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -794049.687500 Penalty: 3084.033936
	Iteration 20F: 3 clusters Score -794049.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -794139.187500 Penalty: 3084.033936
	Iteration 21Q: 3 clusters Score -794139.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -794214.750000 Penalty: 3084.033936
	Iteration 22Q: 3 clusters Score -794214.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -794287.500000 Penalty: 3084.033936
	Iteration 23Q: 3 clusters Score -794287.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -794340.187500 Penalty: 3084.033936
	Iteration 24Q: 3 clusters Score -794340.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -794365.687500 Penalty: 3084.033936
	Iteration 25Q: 3 clusters Score -794365.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -794382.375000 Penalty: 3084.033936
	Iteration 26Q: 3 clusters Score -794382.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -794399.375000 Penalty: 3084.033936
	Iteration 27Q: 3 clusters Score -794399.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -794412.625000 Penalty: 3084.033936
	Iteration 28Q: 3 clusters Score -794412.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -794425.312500 Penalty: 3084.033936
	Iteration 29Q: 3 clusters Score -794425.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -794439.812500 Penalty: 3084.033936
	Iteration 30Q: 3 clusters Score -794439.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -794452.687500 Penalty: 3084.033936
	Iteration 31Q: 3 clusters Score -794452.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -794463.125000 Penalty: 3084.033936
	Iteration 32Q: 3 clusters Score -794463.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -794473.187500 Penalty: 3084.033936
	Iteration 33Q: 3 clusters Score -794473.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -794481.937500 Penalty: 3084.033936
	Iteration 34Q: 3 clusters Score -794481.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -794490.187500 Penalty: 3084.033936
	Iteration 35Q: 3 clusters Score -794490.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -794494.562500 Penalty: 3084.033936
	Iteration 36Q: 3 clusters Score -794494.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -794500.375000 Penalty: 3084.033936
	Iteration 37Q: 3 clusters Score -794500.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -794507.187500 Penalty: 3084.033936
	Iteration 38Q: 3 clusters Score -794507.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -794513.937500 Penalty: 3084.033936
	Iteration 39Q: 3 clusters Score -794513.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -794523.687500 Penalty: 3084.033936
	Iteration 40F: 3 clusters Score -794523.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -794528.062500 Penalty: 3084.033936
	Iteration 41Q: 3 clusters Score -794528.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -794531.187500 Penalty: 3084.033936
	Iteration 42Q: 3 clusters Score -794531.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -794533.125000 Penalty: 3084.033936
	Iteration 43Q: 3 clusters Score -794533.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -794537.125000 Penalty: 3084.033936
	Iteration 44Q: 3 clusters Score -794537.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -794535.687500 Penalty: 3084.033936
	Iteration 45Q: 3 clusters Score -794535.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -794538.625000 Penalty: 3084.033936
	Iteration 46Q: 3 clusters Score -794538.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -794539.187500 Penalty: 3084.033936
	Iteration 47Q: 3 clusters Score -794539.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -794538.875000 Penalty: 3084.033936
	Iteration 48Q: 3 clusters Score -794538.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -794540.187500 Penalty: 3084.033936
	Iteration 49Q: 3 clusters Score -794540.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -794539.937500 Penalty: 3084.033936
	Iteration 50Q: 3 clusters Score -794539.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -794540.875000 Penalty: 3084.033936
	Iteration 51Q: 3 clusters Score -794540.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -794540.875000 Penalty: 3084.033936
	Iteration 52F: 3 clusters Score -794540.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Entering Unmasked Estep 
Score: -944819.000000 Penalty: 1570.744263
	Iteration 0F: 2 clusters Score -944819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -933923.000000 Penalty: 3141.488525
	Iteration 0F: 3 clusters Score -933923 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -937776.312500 Penalty: 3141.488525
	Iteration 1F: 3 clusters Score -937776.3 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -938177.375000 Penalty: 3141.488525
	Iteration 2F: 3 clusters Score -938177.4 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -938587.562500 Penalty: 3141.488525
	Iteration 3F: 3 clusters Score -938587.6 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -939048.250000 Penalty: 3141.488525
	Iteration 4F: 3 clusters Score -939048.2 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -939588.375000 Penalty: 3141.488525
	Iteration 5F: 3 clusters Score -939588.4 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -940206.687500 Penalty: 3141.488525
	Iteration 6F: 3 clusters Score -940206.7 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -940876.125000 Penalty: 3141.488525
	Iteration 7F: 3 clusters Score -940876.1 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -941561.437500 Penalty: 3141.488525
	Iteration 8F: 3 clusters Score -941561.4 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -942209.687500 Penalty: 3141.488525
	Iteration 9Q: 3 clusters Score -942209.7 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -942685.562500 Penalty: 3141.488525
	Iteration 10Q: 3 clusters Score -942685.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -942997.437500 Penalty: 3141.488525
	Iteration 11Q: 3 clusters Score -942997.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -943172.875000 Penalty: 3141.488525
	Iteration 12Q: 3 clusters Score -943172.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -943290.187500 Penalty: 3141.488525
	Iteration 13Q: 3 clusters Score -943290.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -943390.812500 Penalty: 3141.488525
	Iteration 14Q: 3 clusters Score -943390.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -943483.312500 Penalty: 3141.488525
	Iteration 15Q: 3 clusters Score -943483.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -943560.750000 Penalty: 3141.488525
	Iteration 16Q: 3 clusters Score -943560.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -943630.375000 Penalty: 3141.488525
	Iteration 17Q: 3 clusters Score -943630.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -943670.687500 Penalty: 3141.488525
	Iteration 18Q: 3 clusters Score -943670.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -943699.062500 Penalty: 3141.488525
	Iteration 19Q: 3 clusters Score -943699.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -943717.062500 Penalty: 3141.488525
	Iteration 20F: 3 clusters Score -943717.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -943740.875000 Penalty: 3141.488525
	Iteration 21Q: 3 clusters Score -943740.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -943765.437500 Penalty: 3141.488525
	Iteration 22Q: 3 clusters Score -943765.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -943790.937500 Penalty: 3141.488525
	Iteration 23Q: 3 clusters Score -943790.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -943810.750000 Penalty: 3141.488525
	Iteration 24Q: 3 clusters Score -943810.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -943826.312500 Penalty: 3141.488525
	Iteration 25Q: 3 clusters Score -943826.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -943836.687500 Penalty: 3141.488525
	Iteration 26Q: 3 clusters Score -943836.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -943840.625000 Penalty: 3141.488525
	Iteration 27Q: 3 clusters Score -943840.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -943842.125000 Penalty: 3141.488525
	Iteration 28Q: 3 clusters Score -943842.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -943846.312500 Penalty: 3141.488525
	Iteration 29Q: 3 clusters Score -943846.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -943850.812500 Penalty: 3141.488525
	Iteration 30Q: 3 clusters Score -943850.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -943858.375000 Penalty: 3141.488525
	Iteration 31Q: 3 clusters Score -943858.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -943870.375000 Penalty: 3141.488525
	Iteration 32Q: 3 clusters Score -943870.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -943885.750000 Penalty: 3141.488525
	Iteration 33Q: 3 clusters Score -943885.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -943889.375000 Penalty: 3141.488525
	Iteration 34Q: 3 clusters Score -943889.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -943899.875000 Penalty: 3141.488525
	Iteration 35Q: 3 clusters Score -943899.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -943903.062500 Penalty: 3141.488525
	Iteration 36Q: 3 clusters Score -943903.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -943906.750000 Penalty: 3141.488525
	Iteration 37Q: 3 clusters Score -943906.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -943909.875000 Penalty: 3141.488525
	Iteration 38Q: 3 clusters Score -943909.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -943912.562500 Penalty: 3141.488525
	Iteration 39Q: 3 clusters Score -943912.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -943916.437500 Penalty: 3141.488525
	Iteration 40F: 3 clusters Score -943916.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -943919.000000 Penalty: 3141.488525
	Iteration 41Q: 3 clusters Score -943919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -943921.562500 Penalty: 3141.488525
	Iteration 42Q: 3 clusters Score -943921.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -943924.875000 Penalty: 3141.488525
	Iteration 43Q: 3 clusters Score -943924.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -943926.000000 Penalty: 3141.488525
	Iteration 44Q: 3 clusters Score -943926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -943926.000000 Penalty: 3141.488525
	Iteration 45F: 3 clusters Score -943926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Entering Unmasked Estep 
Score: -2575608.500000 Penalty: 1729.105957
	Iteration 0F: 2 clusters Score -2575608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -2547520.000000 Penalty: 3458.211914
	Iteration 0F: 3 clusters Score -2547520 nChanged 19622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2558913.750000 Penalty: 3458.211914
	Iteration 1F: 3 clusters Score -2558914 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2559759.500000 Penalty: 3458.211914
	Iteration 2Q: 3 clusters Score -2559760 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2560805.250000 Penalty: 3458.211914
	Iteration 3F: 3 clusters Score -2560805 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -2562070.500000 Penalty: 3458.211914
	Iteration 4F: 3 clusters Score -2562070 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -2563660.000000 Penalty: 3458.211914
	Iteration 5F: 3 clusters Score -2563660 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2565546.500000 Penalty: 3458.211914
	Iteration 6F: 3 clusters Score -2565546 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -2567376.250000 Penalty: 3458.211914
	Iteration 7F: 3 clusters Score -2567376 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2568685.750000 Penalty: 3458.211914
	Iteration 8F: 3 clusters Score -2568686 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2569355.500000 Penalty: 3458.211914
	Iteration 9Q: 3 clusters Score -2569356 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2569666.250000 Penalty: 3458.211914
	Iteration 10Q: 3 clusters Score -2569666 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2569835.500000 Penalty: 3458.211914
	Iteration 11Q: 3 clusters Score -2569836 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2569943.750000 Penalty: 3458.211914
	Iteration 12Q: 3 clusters Score -2569944 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2570018.000000 Penalty: 3458.211914
	Iteration 13Q: 3 clusters Score -2570018 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2570084.750000 Penalty: 3458.211914
	Iteration 14Q: 3 clusters Score -2570085 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2570149.250000 Penalty: 3458.211914
	Iteration 15Q: 3 clusters Score -2570149 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2570201.250000 Penalty: 3458.211914
	Iteration 16Q: 3 clusters Score -2570201 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2570238.000000 Penalty: 3458.211914
	Iteration 17Q: 3 clusters Score -2570238 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -2570278.750000 Penalty: 3458.211914
	Iteration 18Q: 3 clusters Score -2570279 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2570321.500000 Penalty: 3458.211914
	Iteration 19Q: 3 clusters Score -2570322 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2570336.500000 Penalty: 3458.211914
	Iteration 20F: 3 clusters Score -2570336 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2570363.000000 Penalty: 3458.211914
	Iteration 21Q: 3 clusters Score -2570363 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -2570391.000000 Penalty: 3458.211914
	Iteration 22Q: 3 clusters Score -2570391 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2570408.750000 Penalty: 3458.211914
	Iteration 23Q: 3 clusters Score -2570409 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2570429.000000 Penalty: 3458.211914
	Iteration 24Q: 3 clusters Score -2570429 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2570444.000000 Penalty: 3458.211914
	Iteration 25Q: 3 clusters Score -2570444 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2570462.500000 Penalty: 3458.211914
	Iteration 26Q: 3 clusters Score -2570462 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2570501.500000 Penalty: 3458.211914
	Iteration 27Q: 3 clusters Score -2570502 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2570528.750000 Penalty: 3458.211914
	Iteration 28Q: 3 clusters Score -2570529 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2570553.750000 Penalty: 3458.211914
	Iteration 29Q: 3 clusters Score -2570554 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2570580.500000 Penalty: 3458.211914
	Iteration 30Q: 3 clusters Score -2570580 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2570609.750000 Penalty: 3458.211914
	Iteration 31Q: 3 clusters Score -2570610 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2570620.250000 Penalty: 3458.211914
	Iteration 32Q: 3 clusters Score -2570620 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2570638.750000 Penalty: 3458.211914
	Iteration 33Q: 3 clusters Score -2570639 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2570656.750000 Penalty: 3458.211914
	Iteration 34Q: 3 clusters Score -2570657 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -2570666.750000 Penalty: 3458.211914
	Iteration 35Q: 3 clusters Score -2570667 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2570688.500000 Penalty: 3458.211914
	Iteration 36Q: 3 clusters Score -2570688 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2570711.000000 Penalty: 3458.211914
	Iteration 37Q: 3 clusters Score -2570711 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2570739.750000 Penalty: 3458.211914
	Iteration 38Q: 3 clusters Score -2570740 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2570775.250000 Penalty: 3458.211914
	Iteration 39Q: 3 clusters Score -2570775 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2570793.500000 Penalty: 3458.211914
	Iteration 40F: 3 clusters Score -2570794 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2570809.000000 Penalty: 3458.211914
	Iteration 41Q: 3 clusters Score -2570809 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2570831.250000 Penalty: 3458.211914
	Iteration 42Q: 3 clusters Score -2570831 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2570838.000000 Penalty: 3458.211914
	Iteration 43Q: 3 clusters Score -2570838 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2570849.250000 Penalty: 3458.211914
	Iteration 44Q: 3 clusters Score -2570849 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -2570882.750000 Penalty: 3458.211914
	Iteration 45Q: 3 clusters Score -2570883 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2570905.500000 Penalty: 3458.211914
	Iteration 46Q: 3 clusters Score -2570906 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2570919.250000 Penalty: 3458.211914
	Iteration 47Q: 3 clusters Score -2570919 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2570953.750000 Penalty: 3458.211914
	Iteration 48Q: 3 clusters Score -2570954 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2570980.500000 Penalty: 3458.211914
	Iteration 49Q: 3 clusters Score -2570980 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2571017.750000 Penalty: 3458.211914
	Iteration 50Q: 3 clusters Score -2571018 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2571063.000000 Penalty: 3458.211914
	Iteration 51Q: 3 clusters Score -2571063 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2571100.000000 Penalty: 3458.211914
	Iteration 52Q: 3 clusters Score -2571100 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2571150.000000 Penalty: 3458.211914
	Iteration 53Q: 3 clusters Score -2571150 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2571201.500000 Penalty: 3458.211914
	Iteration 54Q: 3 clusters Score -2571202 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -2571267.000000 Penalty: 3458.211914
	Iteration 55Q: 3 clusters Score -2571267 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2571312.000000 Penalty: 3458.211914
	Iteration 56Q: 3 clusters Score -2571312 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2571401.250000 Penalty: 3458.211914
	Iteration 57Q: 3 clusters Score -2571401 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2571495.750000 Penalty: 3458.211914
	Iteration 58Q: 3 clusters Score -2571496 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2571589.250000 Penalty: 3458.211914
	Iteration 59Q: 3 clusters Score -2571589 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2571666.250000 Penalty: 3458.211914
	Iteration 60F: 3 clusters Score -2571666 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2571728.750000 Penalty: 3458.211914
	Iteration 61Q: 3 clusters Score -2571729 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2571771.000000 Penalty: 3458.211914
	Iteration 62Q: 3 clusters Score -2571771 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -2571812.000000 Penalty: 3458.211914
	Iteration 63Q: 3 clusters Score -2571812 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2571858.500000 Penalty: 3458.211914
	Iteration 64Q: 3 clusters Score -2571858 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2571888.250000 Penalty: 3458.211914
	Iteration 65Q: 3 clusters Score -2571888 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2571926.250000 Penalty: 3458.211914
	Iteration 66Q: 3 clusters Score -2571926 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2571947.250000 Penalty: 3458.211914
	Iteration 67Q: 3 clusters Score -2571947 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2571973.500000 Penalty: 3458.211914
	Iteration 68Q: 3 clusters Score -2571974 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2571990.500000 Penalty: 3458.211914
	Iteration 69Q: 3 clusters Score -2571990 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2572010.750000 Penalty: 3458.211914
	Iteration 70Q: 3 clusters Score -2572011 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2572012.750000 Penalty: 3458.211914
	Iteration 71Q: 3 clusters Score -2572013 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2572032.250000 Penalty: 3458.211914
	Iteration 72Q: 3 clusters Score -2572032 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2572029.500000 Penalty: 3458.211914
	Iteration 73Q: 3 clusters Score -2572030 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2572029.750000 Penalty: 3458.211914
	Iteration 74Q: 3 clusters Score -2572030 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2572055.000000 Penalty: 3458.211914
	Iteration 75Q: 3 clusters Score -2572055 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2572070.500000 Penalty: 3458.211914
	Iteration 76Q: 3 clusters Score -2572070 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2572068.500000 Penalty: 3458.211914
	Iteration 77Q: 3 clusters Score -2572068 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2572078.750000 Penalty: 3458.211914
	Iteration 78Q: 3 clusters Score -2572079 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2572102.500000 Penalty: 3458.211914
	Iteration 79Q: 3 clusters Score -2572102 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2572101.250000 Penalty: 3458.211914
	Iteration 80F: 3 clusters Score -2572101 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2572107.750000 Penalty: 3458.211914
	Iteration 81Q: 3 clusters Score -2572108 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2572113.000000 Penalty: 3458.211914
	Iteration 82Q: 3 clusters Score -2572113 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2572117.000000 Penalty: 3458.211914
	Iteration 83Q: 3 clusters Score -2572117 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2572121.500000 Penalty: 3458.211914
	Iteration 84Q: 3 clusters Score -2572122 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2572124.750000 Penalty: 3458.211914
	Iteration 85Q: 3 clusters Score -2572125 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2572132.750000 Penalty: 3458.211914
	Iteration 86Q: 3 clusters Score -2572133 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2572133.500000 Penalty: 3458.211914
	Iteration 87Q: 3 clusters Score -2572134 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2572141.000000 Penalty: 3458.211914
	Iteration 88Q: 3 clusters Score -2572141 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2572143.500000 Penalty: 3458.211914
	Iteration 89Q: 3 clusters Score -2572144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2572150.750000 Penalty: 3458.211914
	Iteration 90Q: 3 clusters Score -2572151 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2572151.250000 Penalty: 3458.211914
	Iteration 91Q: 3 clusters Score -2572151 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2572161.500000 Penalty: 3458.211914
	Iteration 92Q: 3 clusters Score -2572162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2572161.500000 Penalty: 3458.211914
	Iteration 93Q: 3 clusters Score -2572162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2572169.500000 Penalty: 3458.211914
	Iteration 94Q: 3 clusters Score -2572170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2572163.500000 Penalty: 3458.211914
	Iteration 95Q: 3 clusters Score -2572164 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2572162.250000 Penalty: 3458.211914
	Iteration 96Q: 3 clusters Score -2572162 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2572169.750000 Penalty: 3458.211914
	Iteration 97Q: 3 clusters Score -2572170 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2572175.250000 Penalty: 3458.211914
	Iteration 98Q: 3 clusters Score -2572175 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2572171.750000 Penalty: 3458.211914
	Iteration 99Q: 3 clusters Score -2572172 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2572190.250000 Penalty: 3458.211914
	Iteration 100F: 3 clusters Score -2572190 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2572196.250000 Penalty: 3458.211914
	Iteration 101Q: 3 clusters Score -2572196 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2572194.500000 Penalty: 3458.211914
	Iteration 102Q: 3 clusters Score -2572194 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2572194.250000 Penalty: 3458.211914
	Iteration 103Q: 3 clusters Score -2572194 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2572183.250000 Penalty: 3458.211914
	Iteration 104Q: 3 clusters Score -2572183 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2572193.750000 Penalty: 3458.211914
	Iteration 105Q: 3 clusters Score -2572194 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2572195.000000 Penalty: 3458.211914
	Iteration 106Q: 3 clusters Score -2572195 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2572197.750000 Penalty: 3458.211914
	Iteration 107Q: 3 clusters Score -2572198 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2572211.000000 Penalty: 3458.211914
	Iteration 108Q: 3 clusters Score -2572211 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2572215.250000 Penalty: 3458.211914
	Iteration 109Q: 3 clusters Score -2572215 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2572218.000000 Penalty: 3458.211914
	Iteration 110Q: 3 clusters Score -2572218 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2572220.750000 Penalty: 3458.211914
	Iteration 111Q: 3 clusters Score -2572221 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2572223.750000 Penalty: 3458.211914
	Iteration 112Q: 3 clusters Score -2572224 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2572224.000000 Penalty: 3458.211914
	Iteration 113Q: 3 clusters Score -2572224 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2572231.250000 Penalty: 3458.211914
	Iteration 114Q: 3 clusters Score -2572231 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2572239.000000 Penalty: 3458.211914
	Iteration 115Q: 3 clusters Score -2572239 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2572237.250000 Penalty: 3458.211914
	Iteration 116Q: 3 clusters Score -2572237 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2572246.250000 Penalty: 3458.211914
	Iteration 117Q: 3 clusters Score -2572246 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2572247.000000 Penalty: 3458.211914
	Iteration 118Q: 3 clusters Score -2572247 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2572255.250000 Penalty: 3458.211914
	Iteration 119Q: 3 clusters Score -2572255 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2572258.000000 Penalty: 3458.211914
	Iteration 120F: 3 clusters Score -2572258 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2572259.000000 Penalty: 3458.211914
	Iteration 121Q: 3 clusters Score -2572259 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2572269.500000 Penalty: 3458.211914
	Iteration 122Q: 3 clusters Score -2572270 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2572272.250000 Penalty: 3458.211914
	Iteration 123Q: 3 clusters Score -2572272 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2572286.750000 Penalty: 3458.211914
	Iteration 124Q: 3 clusters Score -2572287 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2572299.000000 Penalty: 3458.211914
	Iteration 125Q: 3 clusters Score -2572299 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2572303.750000 Penalty: 3458.211914
	Iteration 126Q: 3 clusters Score -2572304 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2572310.000000 Penalty: 3458.211914
	Iteration 127Q: 3 clusters Score -2572310 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2572315.250000 Penalty: 3458.211914
	Iteration 128Q: 3 clusters Score -2572315 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2572315.250000 Penalty: 3458.211914
	Iteration 129Q: 3 clusters Score -2572315 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2572315.500000 Penalty: 3458.211914
	Iteration 130Q: 3 clusters Score -2572316 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2572325.250000 Penalty: 3458.211914
	Iteration 131Q: 3 clusters Score -2572325 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2572321.750000 Penalty: 3458.211914
	Iteration 132Q: 3 clusters Score -2572322 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2572338.750000 Penalty: 3458.211914
	Iteration 133Q: 3 clusters Score -2572339 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2572345.500000 Penalty: 3458.211914
	Iteration 134Q: 3 clusters Score -2572346 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2572356.250000 Penalty: 3458.211914
	Iteration 135Q: 3 clusters Score -2572356 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2572370.000000 Penalty: 3458.211914
	Iteration 136Q: 3 clusters Score -2572370 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2572369.500000 Penalty: 3458.211914
	Iteration 137Q: 3 clusters Score -2572370 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2572368.250000 Penalty: 3458.211914
	Iteration 138Q: 3 clusters Score -2572368 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2572381.500000 Penalty: 3458.211914
	Iteration 139Q: 3 clusters Score -2572382 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2572392.750000 Penalty: 3458.211914
	Iteration 140F: 3 clusters Score -2572393 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2572409.500000 Penalty: 3458.211914
	Iteration 141Q: 3 clusters Score -2572410 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2572410.250000 Penalty: 3458.211914
	Iteration 142Q: 3 clusters Score -2572410 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2572428.000000 Penalty: 3458.211914
	Iteration 143Q: 3 clusters Score -2572428 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2572460.250000 Penalty: 3458.211914
	Iteration 144Q: 3 clusters Score -2572460 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2572482.250000 Penalty: 3458.211914
	Iteration 145Q: 3 clusters Score -2572482 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2572516.250000 Penalty: 3458.211914
	Iteration 146Q: 3 clusters Score -2572516 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2572539.000000 Penalty: 3458.211914
	Iteration 147Q: 3 clusters Score -2572539 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2572565.000000 Penalty: 3458.211914
	Iteration 148Q: 3 clusters Score -2572565 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2572583.750000 Penalty: 3458.211914
	Iteration 149Q: 3 clusters Score -2572584 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2572594.750000 Penalty: 3458.211914
	Iteration 150Q: 3 clusters Score -2572595 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2572629.250000 Penalty: 3458.211914
	Iteration 151Q: 3 clusters Score -2572629 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2572666.750000 Penalty: 3458.211914
	Iteration 152Q: 3 clusters Score -2572667 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2572704.000000 Penalty: 3458.211914
	Iteration 153Q: 3 clusters Score -2572704 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2572752.750000 Penalty: 3458.211914
	Iteration 154Q: 3 clusters Score -2572753 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2572796.750000 Penalty: 3458.211914
	Iteration 155Q: 3 clusters Score -2572797 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2572844.500000 Penalty: 3458.211914
	Iteration 156Q: 3 clusters Score -2572844 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2572897.250000 Penalty: 3458.211914
	Iteration 157Q: 3 clusters Score -2572897 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2572968.500000 Penalty: 3458.211914
	Iteration 158Q: 3 clusters Score -2572968 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2573029.500000 Penalty: 3458.211914
	Iteration 159Q: 3 clusters Score -2573030 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2573078.500000 Penalty: 3458.211914
	Iteration 160F: 3 clusters Score -2573078 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2573144.500000 Penalty: 3458.211914
	Iteration 161Q: 3 clusters Score -2573144 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2573198.750000 Penalty: 3458.211914
	Iteration 162Q: 3 clusters Score -2573199 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2573269.500000 Penalty: 3458.211914
	Iteration 163Q: 3 clusters Score -2573270 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2573319.750000 Penalty: 3458.211914
	Iteration 164Q: 3 clusters Score -2573320 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2573378.500000 Penalty: 3458.211914
	Iteration 165Q: 3 clusters Score -2573378 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2573445.250000 Penalty: 3458.211914
	Iteration 166Q: 3 clusters Score -2573445 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2573513.750000 Penalty: 3458.211914
	Iteration 167Q: 3 clusters Score -2573514 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2573572.500000 Penalty: 3458.211914
	Iteration 168Q: 3 clusters Score -2573572 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2573624.000000 Penalty: 3458.211914
	Iteration 169Q: 3 clusters Score -2573624 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2573675.000000 Penalty: 3458.211914
	Iteration 170Q: 3 clusters Score -2573675 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -2573722.000000 Penalty: 3458.211914
	Iteration 171Q: 3 clusters Score -2573722 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2573770.500000 Penalty: 3458.211914
	Iteration 172Q: 3 clusters Score -2573770 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2573825.750000 Penalty: 3458.211914
	Iteration 173Q: 3 clusters Score -2573826 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2573865.000000 Penalty: 3458.211914
	Iteration 174Q: 3 clusters Score -2573865 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2573901.750000 Penalty: 3458.211914
	Iteration 175Q: 3 clusters Score -2573902 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2573945.500000 Penalty: 3458.211914
	Iteration 176Q: 3 clusters Score -2573946 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2573970 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2573995.250000 Penalty: 3458.211914
	Iteration 178Q: 3 clusters Score -2573995 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2574005.500000 Penalty: 3458.211914
	Iteration 179Q: 3 clusters Score -2574006 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2574023.750000 Penalty: 3458.211914
	Iteration 180F: 3 clusters Score -2574024 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2574046 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2574065.250000 Penalty: 3458.211914
	Iteration 182Q: 3 clusters Score -2574065 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2574072.000000 Penalty: 3458.211914
	Iteration 183Q: 3 clusters Score -2574072 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2574086.000000 Penalty: 3458.211914
	Iteration 184Q: 3 clusters Score -2574086 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2574104.500000 Penalty: 3458.211914
	Iteration 185Q: 3 clusters Score -2574104 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2574108.500000 Penalty: 3458.211914
	Iteration 186Q: 3 clusters Score -2574108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2574119.000000 Penalty: 3458.211914
	Iteration 187Q: 3 clusters Score -2574119 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2574124.750000 Penalty: 3458.211914
	Iteration 188Q: 3 clusters Score -2574125 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2574129.500000 Penalty: 3458.211914
	Iteration 189Q: 3 clusters Score -2574130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2574137.750000 Penalty: 3458.211914
	Iteration 190Q: 3 clusters Score -2574138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2574149.500000 Penalty: 3458.211914
	Iteration 191Q: 3 clusters Score -2574150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2574152.250000 Penalty: 3458.211914
	Iteration 192Q: 3 clusters Score -2574152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2574162.500000 Penalty: 3458.211914
	Iteration 193Q: 3 clusters Score -2574162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2574169.000000 Penalty: 3458.211914
	Iteration 194Q: 3 clusters Score -2574169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2574181.000000 Penalty: 3458.211914
	Iteration 195Q: 3 clusters Score -2574181 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2574186.250000 Penalty: 3458.211914
	Iteration 196Q: 3 clusters Score -2574186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2574192.500000 Penalty: 3458.211914
	Iteration 197Q: 3 clusters Score -2574192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2574193.750000 Penalty: 3458.211914
	Iteration 198Q: 3 clusters Score -2574194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2574202.500000 Penalty: 3458.211914
	Iteration 199Q: 3 clusters Score -2574202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2574213.250000 Penalty: 3458.211914
	Iteration 200F: 3 clusters Score -2574213 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2574228.750000 Penalty: 3458.211914
	Iteration 201Q: 3 clusters Score -2574229 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2574232.500000 Penalty: 3458.211914
	Iteration 202Q: 3 clusters Score -2574232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2574241.500000 Penalty: 3458.211914
	Iteration 203Q: 3 clusters Score -2574242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2574244.500000 Penalty: 3458.211914
	Iteration 204Q: 3 clusters Score -2574244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2574248.250000 Penalty: 3458.211914
	Iteration 205Q: 3 clusters Score -2574248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2574252.250000 Penalty: 3458.211914
	Iteration 206Q: 3 clusters Score -2574252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2574260.000000 Penalty: 3458.211914
	Iteration 207Q: 3 clusters Score -2574260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2574262.000000 Penalty: 3458.211914
	Iteration 208Q: 3 clusters Score -2574262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2574267.500000 Penalty: 3458.211914
	Iteration 209Q: 3 clusters Score -2574268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2574268.250000 Penalty: 3458.211914
	Iteration 210Q: 3 clusters Score -2574268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2574272.250000 Penalty: 3458.211914
	Iteration 211Q: 3 clusters Score -2574272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2574276.750000 Penalty: 3458.211914
	Iteration 212Q: 3 clusters Score -2574277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2574275.750000 Penalty: 3458.211914
	Iteration 213Q: 3 clusters Score -2574276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2574278.750000 Penalty: 3458.211914
	Iteration 214Q: 3 clusters Score -2574279 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2574279.250000 Penalty: 3458.211914
	Iteration 215Q: 3 clusters Score -2574279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2574282.250000 Penalty: 3458.211914
	Iteration 216Q: 3 clusters Score -2574282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2574286.750000 Penalty: 3458.211914
	Iteration 217Q: 3 clusters Score -2574287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2574292.750000 Penalty: 3458.211914
	Iteration 218Q: 3 clusters Score -2574293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2574293.750000 Penalty: 3458.211914
	Iteration 219Q: 3 clusters Score -2574294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2574298.250000 Penalty: 3458.211914
	Iteration 220F: 3 clusters Score -2574298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2574302.250000 Penalty: 3458.211914
	Iteration 221Q: 3 clusters Score -2574302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2574308.250000 Penalty: 3458.211914
	Iteration 222Q: 3 clusters Score -2574308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2574310.500000 Penalty: 3458.211914
	Iteration 223Q: 3 clusters Score -2574310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2574308.750000 Penalty: 3458.211914
	Iteration 224Q: 3 clusters Score -2574309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2574311.750000 Penalty: 3458.211914
	Iteration 225Q: 3 clusters Score -2574312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2574316.250000 Penalty: 3458.211914
	Iteration 226Q: 3 clusters Score -2574316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2574317.750000 Penalty: 3458.211914
	Iteration 227Q: 3 clusters Score -2574318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2574316.500000 Penalty: 3458.211914
	Iteration 228Q: 3 clusters Score -2574316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2574311.750000 Penalty: 3458.211914
	Iteration 229Q: 3 clusters Score -2574312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2574317.000000 Penalty: 3458.211914
	Iteration 230Q: 3 clusters Score -2574317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2574323.250000 Penalty: 3458.211914
	Iteration 231Q: 3 clusters Score -2574323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2574325.750000 Penalty: 3458.211914
	Iteration 232Q: 3 clusters Score -2574326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2574325.000000 Penalty: 3458.211914
	Iteration 233Q: 3 clusters Score -2574325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2574325.000000 Penalty: 3458.211914
	Iteration 234Q: 3 clusters Score -2574325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2574324.750000 Penalty: 3458.211914
	Iteration 235Q: 3 clusters Score -2574325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2574326.750000 Penalty: 3458.211914
	Iteration 236Q: 3 clusters Score -2574327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2574327.250000 Penalty: 3458.211914
	Iteration 237Q: 3 clusters Score -2574327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2574327.000000 Penalty: 3458.211914
	Iteration 238Q: 3 clusters Score -2574327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2574329.250000 Penalty: 3458.211914
	Iteration 239Q: 3 clusters Score -2574329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2574337.000000 Penalty: 3458.211914
	Iteration 240F: 3 clusters Score -2574337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2574334.500000 Penalty: 3458.211914
	Iteration 241Q: 3 clusters Score -2574334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2574336.500000 Penalty: 3458.211914
	Iteration 242Q: 3 clusters Score -2574336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2574337.500000 Penalty: 3458.211914
	Iteration 243Q: 3 clusters Score -2574338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2574338.250000 Penalty: 3458.211914
	Iteration 244Q: 3 clusters Score -2574338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2574338.750000 Penalty: 3458.211914
	Iteration 245Q: 3 clusters Score -2574339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2574340.500000 Penalty: 3458.211914
	Iteration 246Q: 3 clusters Score -2574340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2574345.750000 Penalty: 3458.211914
	Iteration 247Q: 3 clusters Score -2574346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2574348.750000 Penalty: 3458.211914
	Iteration 248Q: 3 clusters Score -2574349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2574352.250000 Penalty: 3458.211914
	Iteration 249Q: 3 clusters Score -2574352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2574351.250000 Penalty: 3458.211914
	Iteration 250Q: 3 clusters Score -2574351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2574351.250000 Penalty: 3458.211914
	Iteration 251F: 3 clusters Score -2574351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Entering Unmasked Estep 
Score: -219639.640625 Penalty: 1324.778931
	Iteration 0F: 2 clusters Score -219639.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -216661.812500 Penalty: 2649.557861
	Iteration 0F: 3 clusters Score -216661.8 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -217402.765625 Penalty: 2649.557861
	Iteration 1F: 3 clusters Score -217402.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -217564.515625 Penalty: 2649.557861
	Iteration 2F: 3 clusters Score -217564.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -217666.359375 Penalty: 2649.557861
	Iteration 3Q: 3 clusters Score -217666.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -217734.125000 Penalty: 2649.557861
	Iteration 4Q: 3 clusters Score -217734.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -217790.046875 Penalty: 2649.557861
	Iteration 5Q: 3 clusters Score -217790 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -217836.812500 Penalty: 2649.557861
	Iteration 6Q: 3 clusters Score -217836.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -217867.718750 Penalty: 2649.557861
	Iteration 7Q: 3 clusters Score -217867.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -217894.890625 Penalty: 2649.557861
	Iteration 8Q: 3 clusters Score -217894.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -217916.281250 Penalty: 2649.557861
	Iteration 9Q: 3 clusters Score -217916.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -217936.718750 Penalty: 2649.557861
	Iteration 10Q: 3 clusters Score -217936.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -217955.234375 Penalty: 2649.557861
	Iteration 11Q: 3 clusters Score -217955.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -217972.015625 Penalty: 2649.557861
	Iteration 12Q: 3 clusters Score -217972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -217986.515625 Penalty: 2649.557861
	Iteration 13Q: 3 clusters Score -217986.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -218001.484375 Penalty: 2649.557861
	Iteration 14Q: 3 clusters Score -218001.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -218012.843750 Penalty: 2649.557861
	Iteration 15Q: 3 clusters Score -218012.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -218023.984375 Penalty: 2649.557861
	Iteration 16Q: 3 clusters Score -218024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -218033.375000 Penalty: 2649.557861
	Iteration 17Q: 3 clusters Score -218033.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -218040.421875 Penalty: 2649.557861
	Iteration 18Q: 3 clusters Score -218040.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -218044.859375 Penalty: 2649.557861
	Iteration 19Q: 3 clusters Score -218044.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -218049.593750 Penalty: 2649.557861
	Iteration 20F: 3 clusters Score -218049.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -218054.718750 Penalty: 2649.557861
	Iteration 21Q: 3 clusters Score -218054.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -218060.593750 Penalty: 2649.557861
	Iteration 22Q: 3 clusters Score -218060.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -218066.234375 Penalty: 2649.557861
	Iteration 23Q: 3 clusters Score -218066.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -218073.468750 Penalty: 2649.557861
	Iteration 24Q: 3 clusters Score -218073.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -218082.156250 Penalty: 2649.557861
	Iteration 25Q: 3 clusters Score -218082.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -218090.500000 Penalty: 2649.557861
	Iteration 26Q: 3 clusters Score -218090.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -218101.015625 Penalty: 2649.557861
	Iteration 27Q: 3 clusters Score -218101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -218112.546875 Penalty: 2649.557861
	Iteration 28Q: 3 clusters Score -218112.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -218122.734375 Penalty: 2649.557861
	Iteration 29Q: 3 clusters Score -218122.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -218140.250000 Penalty: 2649.557861
	Iteration 30Q: 3 clusters Score -218140.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -218157.906250 Penalty: 2649.557861
	Iteration 31Q: 3 clusters Score -218157.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -218180.484375 Penalty: 2649.557861
	Iteration 32Q: 3 clusters Score -218180.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -218202.328125 Penalty: 2649.557861
	Iteration 33Q: 3 clusters Score -218202.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -218230.156250 Penalty: 2649.557861
	Iteration 34Q: 3 clusters Score -218230.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -218251.640625 Penalty: 2649.557861
	Iteration 35Q: 3 clusters Score -218251.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -218271.515625 Penalty: 2649.557861
	Iteration 36Q: 3 clusters Score -218271.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -218287.859375 Penalty: 2649.557861
	Iteration 37Q: 3 clusters Score -218287.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -218303.359375 Penalty: 2649.557861
	Iteration 38Q: 3 clusters Score -218303.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -218317.921875 Penalty: 2649.557861
	Iteration 39Q: 3 clusters Score -218317.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -218330.531250 Penalty: 2649.557861
	Iteration 40F: 3 clusters Score -218330.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -218346.140625 Penalty: 2649.557861
	Iteration 41Q: 3 clusters Score -218346.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -218363.328125 Penalty: 2649.557861
	Iteration 42Q: 3 clusters Score -218363.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -218380.953125 Penalty: 2649.557861
	Iteration 43Q: 3 clusters Score -218381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -218390.625000 Penalty: 2649.557861
	Iteration 44Q: 3 clusters Score -218390.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -218394.218750 Penalty: 2649.557861
	Iteration 45Q: 3 clusters Score -218394.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -218395.718750 Penalty: 2649.557861
	Iteration 46Q: 3 clusters Score -218395.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -218398.062500 Penalty: 2649.557861
	Iteration 47Q: 3 clusters Score -218398.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -218399.734375 Penalty: 2649.557861
	Iteration 48Q: 3 clusters Score -218399.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -218402.671875 Penalty: 2649.557861
	Iteration 49Q: 3 clusters Score -218402.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -218406.000000 Penalty: 2649.557861
	Iteration 50Q: 3 clusters Score -218406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -218407.875000 Penalty: 2649.557861
	Iteration 51Q: 3 clusters Score -218407.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -218409.031250 Penalty: 2649.557861
	Iteration 52Q: 3 clusters Score -218409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -218410.546875 Penalty: 2649.557861
	Iteration 53Q: 3 clusters Score -218410.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -218412.328125 Penalty: 2649.557861
	Iteration 54Q: 3 clusters Score -218412.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -218413.234375 Penalty: 2649.557861
	Iteration 55Q: 3 clusters Score -218413.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -218413.750000 Penalty: 2649.557861
	Iteration 56Q: 3 clusters Score -218413.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -218413.750000 Penalty: 2649.557861
	Iteration 57F: 3 clusters Score -218413.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Entering Unmasked Estep 
Score: -152390.968750 Penalty: 1293.211914
	Iteration 0F: 2 clusters Score -152391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -149810.593750 Penalty: 2586.423828
	Iteration 0F: 3 clusters Score -149810.6 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -150635.203125 Penalty: 2586.423828
	Iteration 1F: 3 clusters Score -150635.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -150893.468750 Penalty: 2586.423828
	Iteration 2F: 3 clusters Score -150893.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -151080.765625 Penalty: 2586.423828
	Iteration 3F: 3 clusters Score -151080.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -151239.406250 Penalty: 2586.423828
	Iteration 4F: 3 clusters Score -151239.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -151385.625000 Penalty: 2586.423828
	Iteration 5F: 3 clusters Score -151385.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -151455.250000 Penalty: 2586.423828
	Iteration 6Q: 3 clusters Score -151455.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -151497.031250 Penalty: 2586.423828
	Iteration 7Q: 3 clusters Score -151497 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -151532.328125 Penalty: 2586.423828
	Iteration 8Q: 3 clusters Score -151532.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -151553.453125 Penalty: 2586.423828
	Iteration 9Q: 3 clusters Score -151553.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -151564.062500 Penalty: 2586.423828
	Iteration 10Q: 3 clusters Score -151564.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -151570.390625 Penalty: 2586.423828
	Iteration 11Q: 3 clusters Score -151570.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -151575.781250 Penalty: 2586.423828
	Iteration 12Q: 3 clusters Score -151575.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -151581.375000 Penalty: 2586.423828
	Iteration 13Q: 3 clusters Score -151581.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -151585.687500 Penalty: 2586.423828
	Iteration 14Q: 3 clusters Score -151585.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -151588.765625 Penalty: 2586.423828
	Iteration 15Q: 3 clusters Score -151588.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -151590.343750 Penalty: 2586.423828
	Iteration 16Q: 3 clusters Score -151590.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -151591.843750 Penalty: 2586.423828
	Iteration 17Q: 3 clusters Score -151591.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -151592.859375 Penalty: 2586.423828
	Iteration 18Q: 3 clusters Score -151592.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -151592.781250 Penalty: 2586.423828
	Iteration 19Q: 3 clusters Score -151592.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -151593.515625 Penalty: 2586.423828
	Iteration 20F: 3 clusters Score -151593.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Entering Unmasked Estep 
Score: -311208.312500 Penalty: 1387.357422
	Iteration 0F: 2 clusters Score -311208.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -307127.656250 Penalty: 2774.714844
	Iteration 0F: 3 clusters Score -307127.7 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -308290.406250 Penalty: 2774.714844
	Iteration 1F: 3 clusters Score -308290.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -308482.625000 Penalty: 2774.714844
	Iteration 2F: 3 clusters Score -308482.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -308596.656250 Penalty: 2774.714844
	Iteration 3Q: 3 clusters Score -308596.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -308698.375000 Penalty: 2774.714844
	Iteration 4Q: 3 clusters Score -308698.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -308811.375000 Penalty: 2774.714844
	Iteration 5Q: 3 clusters Score -308811.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -308927.156250 Penalty: 2774.714844
	Iteration 6Q: 3 clusters Score -308927.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -309056.437500 Penalty: 2774.714844
	Iteration 7Q: 3 clusters Score -309056.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -309183.937500 Penalty: 2774.714844
	Iteration 8Q: 3 clusters Score -309183.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -309295.968750 Penalty: 2774.714844
	Iteration 9Q: 3 clusters Score -309296 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -309402.062500 Penalty: 2774.714844
	Iteration 10Q: 3 clusters Score -309402.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -309512.312500 Penalty: 2774.714844
	Iteration 11Q: 3 clusters Score -309512.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -309619.343750 Penalty: 2774.714844
	Iteration 12Q: 3 clusters Score -309619.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -309713.343750 Penalty: 2774.714844
	Iteration 13Q: 3 clusters Score -309713.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -309799.437500 Penalty: 2774.714844
	Iteration 14Q: 3 clusters Score -309799.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -309865.531250 Penalty: 2774.714844
	Iteration 15Q: 3 clusters Score -309865.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -309910.531250 Penalty: 2774.714844
	Iteration 16Q: 3 clusters Score -309910.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -309948.750000 Penalty: 2774.714844
	Iteration 17Q: 3 clusters Score -309948.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -309979.125000 Penalty: 2774.714844
	Iteration 18Q: 3 clusters Score -309979.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -310006.187500 Penalty: 2774.714844
	Iteration 19Q: 3 clusters Score -310006.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -310025.093750 Penalty: 2774.714844
	Iteration 20F: 3 clusters Score -310025.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -310033.843750 Penalty: 2774.714844
	Iteration 21Q: 3 clusters Score -310033.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -310046.843750 Penalty: 2774.714844
	Iteration 22Q: 3 clusters Score -310046.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -310061.781250 Penalty: 2774.714844
	Iteration 23Q: 3 clusters Score -310061.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -310079.593750 Penalty: 2774.714844
	Iteration 24Q: 3 clusters Score -310079.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -310089.093750 Penalty: 2774.714844
	Iteration 25Q: 3 clusters Score -310089.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -310094.093750 Penalty: 2774.714844
	Iteration 26Q: 3 clusters Score -310094.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -310098.875000 Penalty: 2774.714844
	Iteration 27Q: 3 clusters Score -310098.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -310105.531250 Penalty: 2774.714844
	Iteration 28Q: 3 clusters Score -310105.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -310109.656250 Penalty: 2774.714844
	Iteration 29Q: 3 clusters Score -310109.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -310115.281250 Penalty: 2774.714844
	Iteration 30Q: 3 clusters Score -310115.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -310118.281250 Penalty: 2774.714844
	Iteration 31Q: 3 clusters Score -310118.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -310118.656250 Penalty: 2774.714844
	Iteration 32Q: 3 clusters Score -310118.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -310119.375000 Penalty: 2774.714844
	Iteration 33Q: 3 clusters Score -310119.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -310119.375000 Penalty: 2774.714844
	Iteration 34F: 3 clusters Score -310119.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Entering Unmasked Estep 
Score: -1318764.000000 Penalty: 1610.434204
	Iteration 0F: 2 clusters Score -1318764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1305012.875000 Penalty: 3220.868408
	Iteration 0F: 3 clusters Score -1305013 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1309871.000000 Penalty: 3220.868408
	Iteration 1F: 3 clusters Score -1309871 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1310142.625000 Penalty: 3220.868408
	Iteration 2Q: 3 clusters Score -1310143 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1310343.875000 Penalty: 3220.868408
	Iteration 3Q: 3 clusters Score -1310344 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1310522.750000 Penalty: 3220.868408
	Iteration 4Q: 3 clusters Score -1310523 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1310696.000000 Penalty: 3220.868408
	Iteration 5Q: 3 clusters Score -1310696 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1310861.125000 Penalty: 3220.868408
	Iteration 6Q: 3 clusters Score -1310861 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1310991.500000 Penalty: 3220.868408
	Iteration 7Q: 3 clusters Score -1310992 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1311115.500000 Penalty: 3220.868408
	Iteration 8Q: 3 clusters Score -1311116 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1311248.625000 Penalty: 3220.868408
	Iteration 9Q: 3 clusters Score -1311249 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1311400.750000 Penalty: 3220.868408
	Iteration 10Q: 3 clusters Score -1311401 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1311576.125000 Penalty: 3220.868408
	Iteration 11Q: 3 clusters Score -1311576 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1311790.125000 Penalty: 3220.868408
	Iteration 12Q: 3 clusters Score -1311790 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1312043.875000 Penalty: 3220.868408
	Iteration 13Q: 3 clusters Score -1312044 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1312314.125000 Penalty: 3220.868408
	Iteration 14Q: 3 clusters Score -1312314 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1312613.500000 Penalty: 3220.868408
	Iteration 15Q: 3 clusters Score -1312614 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1312975.875000 Penalty: 3220.868408
	Iteration 16Q: 3 clusters Score -1312976 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1313408.750000 Penalty: 3220.868408
	Iteration 17Q: 3 clusters Score -1313409 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1313899.500000 Penalty: 3220.868408
	Iteration 18Q: 3 clusters Score -1313900 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1314282.375000 Penalty: 3220.868408
	Iteration 19Q: 3 clusters Score -1314282 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1314511.000000 Penalty: 3220.868408
	Iteration 20F: 3 clusters Score -1314511 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1314649.375000 Penalty: 3220.868408
	Iteration 21Q: 3 clusters Score -1314649 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1314756.000000 Penalty: 3220.868408
	Iteration 22Q: 3 clusters Score -1314756 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1314860.000000 Penalty: 3220.868408
	Iteration 23Q: 3 clusters Score -1314860 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1314989.250000 Penalty: 3220.868408
	Iteration 24Q: 3 clusters Score -1314989 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1315107.500000 Penalty: 3220.868408
	Iteration 25Q: 3 clusters Score -1315108 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1315210.875000 Penalty: 3220.868408
	Iteration 26Q: 3 clusters Score -1315211 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1315306.875000 Penalty: 3220.868408
	Iteration 27Q: 3 clusters Score -1315307 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1315411.875000 Penalty: 3220.868408
	Iteration 28Q: 3 clusters Score -1315412 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1315532.875000 Penalty: 3220.868408
	Iteration 29Q: 3 clusters Score -1315533 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1315649.000000 Penalty: 3220.868408
	Iteration 30Q: 3 clusters Score -1315649 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1315793.750000 Penalty: 3220.868408
	Iteration 31Q: 3 clusters Score -1315794 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1315937.375000 Penalty: 3220.868408
	Iteration 32Q: 3 clusters Score -1315937 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1316069.750000 Penalty: 3220.868408
	Iteration 33Q: 3 clusters Score -1316070 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1316188.500000 Penalty: 3220.868408
	Iteration 34Q: 3 clusters Score -1316188 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1316289.000000 Penalty: 3220.868408
	Iteration 35Q: 3 clusters Score -1316289 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1316385.625000 Penalty: 3220.868408
	Iteration 36Q: 3 clusters Score -1316386 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1316472.500000 Penalty: 3220.868408
	Iteration 37Q: 3 clusters Score -1316472 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1316553.375000 Penalty: 3220.868408
	Iteration 38Q: 3 clusters Score -1316553 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1316620.625000 Penalty: 3220.868408
	Iteration 39Q: 3 clusters Score -1316621 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1316665.750000 Penalty: 3220.868408
	Iteration 40F: 3 clusters Score -1316666 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1316721.750000 Penalty: 3220.868408
	Iteration 41Q: 3 clusters Score -1316722 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1316778.625000 Penalty: 3220.868408
	Iteration 42Q: 3 clusters Score -1316779 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1316834.125000 Penalty: 3220.868408
	Iteration 43Q: 3 clusters Score -1316834 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1316881.875000 Penalty: 3220.868408
	Iteration 44Q: 3 clusters Score -1316882 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1316926.875000 Penalty: 3220.868408
	Iteration 45Q: 3 clusters Score -1316927 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1316975.125000 Penalty: 3220.868408
	Iteration 46Q: 3 clusters Score -1316975 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1317012.375000 Penalty: 3220.868408
	Iteration 47Q: 3 clusters Score -1317012 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1317046.375000 Penalty: 3220.868408
	Iteration 48Q: 3 clusters Score -1317046 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1317066.625000 Penalty: 3220.868408
	Iteration 49Q: 3 clusters Score -1317067 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1317083.750000 Penalty: 3220.868408
	Iteration 50Q: 3 clusters Score -1317084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1317096.625000 Penalty: 3220.868408
	Iteration 51Q: 3 clusters Score -1317097 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1317113.375000 Penalty: 3220.868408
	Iteration 52Q: 3 clusters Score -1317113 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1317125.375000 Penalty: 3220.868408
	Iteration 53Q: 3 clusters Score -1317125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1317128.875000 Penalty: 3220.868408
	Iteration 54Q: 3 clusters Score -1317129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1317135.750000 Penalty: 3220.868408
	Iteration 55Q: 3 clusters Score -1317136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1317134.875000 Penalty: 3220.868408
	Iteration 56Q: 3 clusters Score -1317135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1317143.125000 Penalty: 3220.868408
	Iteration 57Q: 3 clusters Score -1317143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1317150.125000 Penalty: 3220.868408
	Iteration 58Q: 3 clusters Score -1317150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1317159.125000 Penalty: 3220.868408
	Iteration 59Q: 3 clusters Score -1317159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1317162.750000 Penalty: 3220.868408
	Iteration 60F: 3 clusters Score -1317163 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1317174.750000 Penalty: 3220.868408
	Iteration 61Q: 3 clusters Score -1317175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1317185.750000 Penalty: 3220.868408
	Iteration 62Q: 3 clusters Score -1317186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1317204.000000 Penalty: 3220.868408
	Iteration 63Q: 3 clusters Score -1317204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1317216.625000 Penalty: 3220.868408
	Iteration 64Q: 3 clusters Score -1317217 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1317225.250000 Penalty: 3220.868408
	Iteration 65Q: 3 clusters Score -1317225 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1317234.500000 Penalty: 3220.868408
	Iteration 66Q: 3 clusters Score -1317234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1317243.750000 Penalty: 3220.868408
	Iteration 67Q: 3 clusters Score -1317244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1317250.500000 Penalty: 3220.868408
	Iteration 68Q: 3 clusters Score -1317250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1317257.500000 Penalty: 3220.868408
	Iteration 69Q: 3 clusters Score -1317258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1317264.750000 Penalty: 3220.868408
	Iteration 70Q: 3 clusters Score -1317265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1317268.750000 Penalty: 3220.868408
	Iteration 71Q: 3 clusters Score -1317269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1317276.875000 Penalty: 3220.868408
	Iteration 72Q: 3 clusters Score -1317277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1317282.625000 Penalty: 3220.868408
	Iteration 73Q: 3 clusters Score -1317283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1317286.500000 Penalty: 3220.868408
	Iteration 74Q: 3 clusters Score -1317286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1317291.375000 Penalty: 3220.868408
	Iteration 75Q: 3 clusters Score -1317291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1317291.750000 Penalty: 3220.868408
	Iteration 76Q: 3 clusters Score -1317292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1317296.125000 Penalty: 3220.868408
	Iteration 77Q: 3 clusters Score -1317296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1317293.750000 Penalty: 3220.868408
	Iteration 78Q: 3 clusters Score -1317294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1317294.250000 Penalty: 3220.868408
	Iteration 79Q: 3 clusters Score -1317294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1317295.625000 Penalty: 3220.868408
	Iteration 80F: 3 clusters Score -1317296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1317294.125000 Penalty: 3220.868408
	Iteration 81Q: 3 clusters Score -1317294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1317293.750000 Penalty: 3220.868408
	Iteration 82Q: 3 clusters Score -1317294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1317293.000000 Penalty: 3220.868408
	Iteration 83Q: 3 clusters Score -1317293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1317293.625000 Penalty: 3220.868408
	Iteration 84Q: 3 clusters Score -1317294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1317295.125000 Penalty: 3220.868408
	Iteration 85Q: 3 clusters Score -1317295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1317294.250000 Penalty: 3220.868408
	Iteration 86Q: 3 clusters Score -1317294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1317294.250000 Penalty: 3220.868408
	Iteration 87F: 3 clusters Score -1317294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -93119.554688 Penalty: 1200.502686
	Iteration 0F: 2 clusters Score -93119.55 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 811 members 
Entering Unmasked Estep 
Score: -91262.820312 Penalty: 2401.005371
	Iteration 0F: 3 clusters Score -91262.82 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -91687.351562 Penalty: 2401.005371
	Iteration 1F: 3 clusters Score -91687.35 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -91826.531250 Penalty: 2401.005371
	Iteration 2F: 3 clusters Score -91826.53 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -91892.343750 Penalty: 2401.005371
	Iteration 3F: 3 clusters Score -91892.34 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -91945.851562 Penalty: 2401.005371
	Iteration 4Q: 3 clusters Score -91945.85 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -91992.054688 Penalty: 2401.005371
	Iteration 5Q: 3 clusters Score -91992.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -92026.554688 Penalty: 2401.005371
	Iteration 6Q: 3 clusters Score -92026.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -92060.265625 Penalty: 2401.005371
	Iteration 7Q: 3 clusters Score -92060.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -92099.273438 Penalty: 2401.005371
	Iteration 8Q: 3 clusters Score -92099.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -92147.335938 Penalty: 2401.005371
	Iteration 9Q: 3 clusters Score -92147.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -92194.046875 Penalty: 2401.005371
	Iteration 10Q: 3 clusters Score -92194.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -92237.734375 Penalty: 2401.005371
	Iteration 11Q: 3 clusters Score -92237.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -92263.257812 Penalty: 2401.005371
	Iteration 12Q: 3 clusters Score -92263.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -92284.843750 Penalty: 2401.005371
	Iteration 13Q: 3 clusters Score -92284.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -92298.179688 Penalty: 2401.005371
	Iteration 14Q: 3 clusters Score -92298.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -92305.609375 Penalty: 2401.005371
	Iteration 15Q: 3 clusters Score -92305.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -92309.359375 Penalty: 2401.005371
	Iteration 16Q: 3 clusters Score -92309.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -92311.468750 Penalty: 2401.005371
	Iteration 17Q: 3 clusters Score -92311.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -92318.953125 Penalty: 2401.005371
	Iteration 18Q: 3 clusters Score -92318.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -92328.656250 Penalty: 2401.005371
	Iteration 19Q: 3 clusters Score -92328.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -92340.859375 Penalty: 2401.005371
	Iteration 20F: 3 clusters Score -92340.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -92349.968750 Penalty: 2401.005371
	Iteration 21Q: 3 clusters Score -92349.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -92356.914062 Penalty: 2401.005371
	Iteration 22Q: 3 clusters Score -92356.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -92361.671875 Penalty: 2401.005371
	Iteration 23Q: 3 clusters Score -92361.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -92366.281250 Penalty: 2401.005371
	Iteration 24Q: 3 clusters Score -92366.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -92369.585938 Penalty: 2401.005371
	Iteration 25Q: 3 clusters Score -92369.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -92371.992188 Penalty: 2401.005371
	Iteration 26Q: 3 clusters Score -92371.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -92372.343750 Penalty: 2401.005371
	Iteration 27Q: 3 clusters Score -92372.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -92373.187500 Penalty: 2401.005371
	Iteration 28Q: 3 clusters Score -92373.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -92374.289062 Penalty: 2401.005371
	Iteration 29Q: 3 clusters Score -92374.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -92374.781250 Penalty: 2401.005371
	Iteration 30Q: 3 clusters Score -92374.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -92374.781250 Penalty: 2401.005371
	Iteration 31F: 3 clusters Score -92374.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Entering Unmasked Estep 
Score: -315468.312500 Penalty: 1401.119385
	Iteration 0F: 2 clusters Score -315468.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -311110.937500 Penalty: 2802.238770
	Iteration 0F: 3 clusters Score -311110.9 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -312461.968750 Penalty: 2802.238770
	Iteration 1F: 3 clusters Score -312462 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -312768.875000 Penalty: 2802.238770
	Iteration 2F: 3 clusters Score -312768.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -312997.656250 Penalty: 2802.238770
	Iteration 3F: 3 clusters Score -312997.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -313174.093750 Penalty: 2802.238770
	Iteration 4F: 3 clusters Score -313174.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -313327.468750 Penalty: 2802.238770
	Iteration 5Q: 3 clusters Score -313327.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -313491.750000 Penalty: 2802.238770
	Iteration 6Q: 3 clusters Score -313491.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -313650.562500 Penalty: 2802.238770
	Iteration 7Q: 3 clusters Score -313650.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -313824.156250 Penalty: 2802.238770
	Iteration 8Q: 3 clusters Score -313824.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -313966.281250 Penalty: 2802.238770
	Iteration 9Q: 3 clusters Score -313966.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -314115.156250 Penalty: 2802.238770
	Iteration 10Q: 3 clusters Score -314115.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -314309.843750 Penalty: 2802.238770
	Iteration 11Q: 3 clusters Score -314309.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -314478.781250 Penalty: 2802.238770
	Iteration 12Q: 3 clusters Score -314478.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -314654.156250 Penalty: 2802.238770
	Iteration 13Q: 3 clusters Score -314654.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -314803.343750 Penalty: 2802.238770
	Iteration 14Q: 3 clusters Score -314803.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -314927.125000 Penalty: 2802.238770
	Iteration 15Q: 3 clusters Score -314927.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -315004.750000 Penalty: 2802.238770
	Iteration 16Q: 3 clusters Score -315004.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -315042.406250 Penalty: 2802.238770
	Iteration 17Q: 3 clusters Score -315042.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -315061.312500 Penalty: 2802.238770
	Iteration 18Q: 3 clusters Score -315061.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -315075.375000 Penalty: 2802.238770
	Iteration 19Q: 3 clusters Score -315075.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -315086.687500 Penalty: 2802.238770
	Iteration 20F: 3 clusters Score -315086.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -315093.156250 Penalty: 2802.238770
	Iteration 21Q: 3 clusters Score -315093.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -315099.656250 Penalty: 2802.238770
	Iteration 22Q: 3 clusters Score -315099.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -315103.906250 Penalty: 2802.238770
	Iteration 23Q: 3 clusters Score -315103.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -315109.156250 Penalty: 2802.238770
	Iteration 24Q: 3 clusters Score -315109.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -315112.125000 Penalty: 2802.238770
	Iteration 25Q: 3 clusters Score -315112.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -315112.781250 Penalty: 2802.238770
	Iteration 26Q: 3 clusters Score -315112.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -315113.312500 Penalty: 2802.238770
	Iteration 27Q: 3 clusters Score -315113.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -315113.656250 Penalty: 2802.238770
	Iteration 28Q: 3 clusters Score -315113.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -315113.968750 Penalty: 2802.238770
	Iteration 29Q: 3 clusters Score -315114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -315113.968750 Penalty: 2802.238770
	Iteration 30F: 3 clusters Score -315114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4548 members 
Mstep: Class 3 contains 14130 members 
Mstep: Class 4 contains 3460 members 
Mstep: Class 5 contains 106000 members 
Mstep: Class 6 contains 11239 members 
Mstep: Class 7 contains 6316 members 
Mstep: Class 8 contains 17110 members 
Mstep: Class 9 contains 80222 members 
Mstep: Class 10 contains 1973 members 
Mstep: Class 11 contains 4639 members 
Mstep: Class 12 contains 13218 members 
Mstep: Class 13 contains 15774 members 
Mstep: Class 14 contains 41800 members 
Mstep: Class 15 contains 3472 members 
Mstep: Class 16 contains 2859 members 
Mstep: Class 17 contains 5103 members 
Mstep: Class 18 contains 20138 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 5554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21332890.000000 Penalty: 41578.109375
Iteration 119Q: 21 clusters Score -2.133289e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 14135 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 105974 members 
Mstep: Class 6 contains 11227 members 
Mstep: Class 7 contains 6304 members 
Mstep: Class 8 contains 17152 members 
Mstep: Class 9 contains 80242 members 
Mstep: Class 10 contains 1978 members 
Mstep: Class 11 contains 4637 members 
Mstep: Class 12 contains 13207 members 
Mstep: Class 13 contains 15785 members 
Mstep: Class 14 contains 41780 members 
Mstep: Class 15 contains 3476 members 
Mstep: Class 16 contains 2855 members 
Mstep: Class 17 contains 5099 members 
Mstep: Class 18 contains 20127 members 
Mstep: Class 19 contains 1618 members 
Mstep: Class 20 contains 5561 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 21 clusters Score -2.133299e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4560 members 
Mstep: Class 3 contains 14132 members 
Mstep: Class 4 contains 3466 members 
Mstep: Class 5 contains 105956 members 
Mstep: Class 6 contains 11224 members 
Mstep: Class 7 contains 6296 members 
Mstep: Class 8 contains 17203 members 
Mstep: Class 9 contains 80255 members 
Mstep: Class 10 contains 1984 members 
Mstep: Class 11 contains 4636 members 
Mstep: Class 12 contains 13193 members 
Mstep: Class 13 contains 15790 members 
Mstep: Class 14 contains 41763 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 2850 members 
Mstep: Class 17 contains 5097 members 
Mstep: Class 18 contains 20106 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 5566 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 21 clusters Score -2.133303e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4567 members 
Mstep: Class 3 contains 14130 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 105932 members 
Mstep: Class 6 contains 11222 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 17253 members 
Mstep: Class 9 contains 80268 members 
Mstep: Class 10 contains 1989 members 
Mstep: Class 11 contains 4637 members 
Mstep: Class 12 contains 13177 members 
Mstep: Class 13 contains 15793 members 
Mstep: Class 14 contains 41747 members 
Mstep: Class 15 contains 3480 members 
Mstep: Class 16 contains 2843 members 
Mstep: Class 17 contains 5094 members 
Mstep: Class 18 contains 20094 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 5575 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 21 clusters Score -2.133307e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4570 members 
Mstep: Class 3 contains 14131 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 105917 members 
Mstep: Class 6 contains 11216 members 
Mstep: Class 7 contains 6266 members 
Mstep: Class 8 contains 17322 members 
Mstep: Class 9 contains 80274 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 13158 members 
Mstep: Class 13 contains 15792 members 
Mstep: Class 14 contains 41732 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 2841 members 
Mstep: Class 17 contains 5093 members 
Mstep: Class 18 contains 20084 members 
Mstep: Class 19 contains 1618 members 
Mstep: Class 20 contains 5582 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 21 clusters Score -2.13331e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4575 members 
Mstep: Class 3 contains 14132 members 
Mstep: Class 4 contains 3474 members 
Mstep: Class 5 contains 105921 members 
Mstep: Class 6 contains 11207 members 
Mstep: Class 7 contains 6245 members 
Mstep: Class 8 contains 17379 members 
Mstep: Class 9 contains 80271 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 13144 members 
Mstep: Class 13 contains 15789 members 
Mstep: Class 14 contains 41711 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 2840 members 
Mstep: Class 17 contains 5094 members 
Mstep: Class 18 contains 20076 members 
Mstep: Class 19 contains 1619 members 
Mstep: Class 20 contains 5589 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 21 clusters Score -2.133305e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4580 members 
Mstep: Class 3 contains 14138 members 
Mstep: Class 4 contains 3477 members 
Mstep: Class 5 contains 105919 members 
Mstep: Class 6 contains 11197 members 
Mstep: Class 7 contains 6234 members 
Mstep: Class 8 contains 17425 members 
Mstep: Class 9 contains 80274 members 
Mstep: Class 10 contains 1993 members 
Mstep: Class 11 contains 4636 members 
Mstep: Class 12 contains 13140 members 
Mstep: Class 13 contains 15793 members 
Mstep: Class 14 contains 41693 members 
Mstep: Class 15 contains 3472 members 
Mstep: Class 16 contains 2837 members 
Mstep: Class 17 contains 5088 members 
Mstep: Class 18 contains 20066 members 
Mstep: Class 19 contains 1618 members 
Mstep: Class 20 contains 5592 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 21 clusters Score -2.133304e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4581 members 
Mstep: Class 3 contains 14140 members 
Mstep: Class 4 contains 3478 members 
Mstep: Class 5 contains 105909 members 
Mstep: Class 6 contains 11190 members 
Mstep: Class 7 contains 6227 members 
Mstep: Class 8 contains 17476 members 
Mstep: Class 9 contains 80259 members 
Mstep: Class 10 contains 1996 members 
Mstep: Class 11 contains 4633 members 
Mstep: Class 12 contains 13136 members 
Mstep: Class 13 contains 15798 members 
Mstep: Class 14 contains 41678 members 
Mstep: Class 15 contains 3470 members 
Mstep: Class 16 contains 2836 members 
Mstep: Class 17 contains 5086 members 
Mstep: Class 18 contains 20064 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 5598 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 21 clusters Score -2.13331e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4582 members 
Mstep: Class 3 contains 14144 members 
Mstep: Class 4 contains 3477 members 
Mstep: Class 5 contains 105897 members 
Mstep: Class 6 contains 11183 members 
Mstep: Class 7 contains 6224 members 
Mstep: Class 8 contains 17513 members 
Mstep: Class 9 contains 80251 members 
Mstep: Class 10 contains 1998 members 
Mstep: Class 11 contains 4636 members 
Mstep: Class 12 contains 13131 members 
Mstep: Class 13 contains 15805 members 
Mstep: Class 14 contains 41661 members 
Mstep: Class 15 contains 3467 members 
Mstep: Class 16 contains 2835 members 
Mstep: Class 17 contains 5085 members 
Mstep: Class 18 contains 20061 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 5606 members 
Entering Unmasked Estep 
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Iteration 127Q: 21 clusters Score -2.133304e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4582 members 
Mstep: Class 3 contains 14151 members 
Mstep: Class 4 contains 3477 members 
Mstep: Class 5 contains 105900 members 
Mstep: Class 6 contains 11172 members 
Mstep: Class 7 contains 6219 members 
Mstep: Class 8 contains 17550 members 
Mstep: Class 9 contains 80240 members 
Mstep: Class 10 contains 2000 members 
Mstep: Class 11 contains 4636 members 
Mstep: Class 12 contains 13121 members 
Mstep: Class 13 contains 15807 members 
Mstep: Class 14 contains 41636 members 
Mstep: Class 15 contains 3472 members 
Mstep: Class 16 contains 2831 members 
Mstep: Class 17 contains 5086 members 
Mstep: Class 18 contains 20063 members 
Mstep: Class 19 contains 1618 members 
Mstep: Class 20 contains 5611 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 21 clusters Score -2.133299e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4581 members 
Mstep: Class 3 contains 14165 members 
Mstep: Class 4 contains 3478 members 
Mstep: Class 5 contains 105913 members 
Mstep: Class 6 contains 11161 members 
Mstep: Class 7 contains 6209 members 
Mstep: Class 8 contains 17593 members 
Mstep: Class 9 contains 80234 members 
Mstep: Class 10 contains 2001 members 
Mstep: Class 11 contains 4635 members 
Mstep: Class 12 contains 13113 members 
Mstep: Class 13 contains 15808 members 
Mstep: Class 14 contains 41595 members 
Mstep: Class 15 contains 3475 members 
Mstep: Class 16 contains 2829 members 
Mstep: Class 17 contains 5090 members 
Mstep: Class 18 contains 20064 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 5612 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 21 clusters Score -2.1333e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4582 members 
Mstep: Class 3 contains 14184 members 
Mstep: Class 4 contains 3478 members 
Mstep: Class 5 contains 105937 members 
Mstep: Class 6 contains 11149 members 
Mstep: Class 7 contains 6200 members 
Mstep: Class 8 contains 17619 members 
Mstep: Class 9 contains 80232 members 
Mstep: Class 10 contains 2002 members 
Mstep: Class 11 contains 4632 members 
Mstep: Class 12 contains 13103 members 
Mstep: Class 13 contains 15811 members 
Mstep: Class 14 contains 41539 members 
Mstep: Class 15 contains 3479 members 
Mstep: Class 16 contains 2826 members 
Mstep: Class 17 contains 5090 members 
Mstep: Class 18 contains 20069 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 5624 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 21 clusters Score -2.133302e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4582 members 
Mstep: Class 3 contains 14199 members 
Mstep: Class 4 contains 3478 members 
Mstep: Class 5 contains 105940 members 
Mstep: Class 6 contains 11135 members 
Mstep: Class 7 contains 6189 members 
Mstep: Class 8 contains 17647 members 
Mstep: Class 9 contains 80242 members 
Mstep: Class 10 contains 2003 members 
Mstep: Class 11 contains 4629 members 
Mstep: Class 12 contains 13097 members 
Mstep: Class 13 contains 15821 members 
Mstep: Class 14 contains 41493 members 
Mstep: Class 15 contains 3479 members 
Mstep: Class 16 contains 2827 members 
Mstep: Class 17 contains 5090 members 
Mstep: Class 18 contains 20066 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 5640 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 21 clusters Score -2.133308e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4584 members 
Mstep: Class 3 contains 14212 members 
Mstep: Class 4 contains 3478 members 
Mstep: Class 5 contains 105932 members 
Mstep: Class 6 contains 11124 members 
Mstep: Class 7 contains 6181 members 
Mstep: Class 8 contains 17673 members 
Mstep: Class 9 contains 80247 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 4626 members 
Mstep: Class 12 contains 13095 members 
Mstep: Class 13 contains 15827 members 
Mstep: Class 14 contains 41456 members 
Mstep: Class 15 contains 3482 members 
Mstep: Class 16 contains 2825 members 
Mstep: Class 17 contains 5088 members 
Mstep: Class 18 contains 20069 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 5654 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 21 clusters Score -2.133307e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4585 members 
Mstep: Class 3 contains 14221 members 
Mstep: Class 4 contains 3477 members 
Mstep: Class 5 contains 105940 members 
Mstep: Class 6 contains 11117 members 
Mstep: Class 7 contains 6174 members 
Mstep: Class 8 contains 17697 members 
Mstep: Class 9 contains 80241 members 
Mstep: Class 10 contains 2006 members 
Mstep: Class 11 contains 4628 members 
Mstep: Class 12 contains 13089 members 
Mstep: Class 13 contains 15825 members 
Mstep: Class 14 contains 41433 members 
Mstep: Class 15 contains 3484 members 
Mstep: Class 16 contains 2820 members 
Mstep: Class 17 contains 5086 members 
Mstep: Class 18 contains 20067 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 5667 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 21 clusters Score -2.133304e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4586 members 
Mstep: Class 3 contains 14234 members 
Mstep: Class 4 contains 3478 members 
Mstep: Class 5 contains 105920 members 
Mstep: Class 6 contains 11108 members 
Mstep: Class 7 contains 6168 members 
Mstep: Class 8 contains 17720 members 
Mstep: Class 9 contains 80245 members 
Mstep: Class 10 contains 2006 members 
Mstep: Class 11 contains 4628 members 
Mstep: Class 12 contains 13088 members 
Mstep: Class 13 contains 15822 members 
Mstep: Class 14 contains 41421 members 
Mstep: Class 15 contains 3483 members 
Mstep: Class 16 contains 2818 members 
Mstep: Class 17 contains 5082 members 
Mstep: Class 18 contains 20068 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 5682 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 21 clusters Score -2.133306e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4587 members 
Mstep: Class 3 contains 14245 members 
Mstep: Class 4 contains 3480 members 
Mstep: Class 5 contains 105903 members 
Mstep: Class 6 contains 11104 members 
Mstep: Class 7 contains 6167 members 
Mstep: Class 8 contains 17731 members 
Mstep: Class 9 contains 80243 members 
Mstep: Class 10 contains 2006 members 
Mstep: Class 11 contains 4626 members 
Mstep: Class 12 contains 13085 members 
Mstep: Class 13 contains 15814 members 
Mstep: Class 14 contains 41412 members 
Mstep: Class 15 contains 3489 members 
Mstep: Class 16 contains 2820 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20074 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 5692 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 21 clusters Score -2.133305e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4588 members 
Mstep: Class 3 contains 14253 members 
Mstep: Class 4 contains 3482 members 
Mstep: Class 5 contains 105890 members 
Mstep: Class 6 contains 11097 members 
Mstep: Class 7 contains 6166 members 
Mstep: Class 8 contains 17752 members 
Mstep: Class 9 contains 80251 members 
Mstep: Class 10 contains 2006 members 
Mstep: Class 11 contains 4624 members 
Mstep: Class 12 contains 13083 members 
Mstep: Class 13 contains 15816 members 
Mstep: Class 14 contains 41391 members 
Mstep: Class 15 contains 3496 members 
Mstep: Class 16 contains 2816 members 
Mstep: Class 17 contains 5078 members 
Mstep: Class 18 contains 20066 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 5702 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 21 clusters Score -2.133309e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4588 members 
Mstep: Class 3 contains 14262 members 
Mstep: Class 4 contains 3485 members 
Mstep: Class 5 contains 105877 members 
Mstep: Class 6 contains 11094 members 
Mstep: Class 7 contains 6164 members 
Mstep: Class 8 contains 17764 members 
Mstep: Class 9 contains 80267 members 
Mstep: Class 10 contains 2005 members 
Mstep: Class 11 contains 4620 members 
Mstep: Class 12 contains 13082 members 
Mstep: Class 13 contains 15822 members 
Mstep: Class 14 contains 41371 members 
Mstep: Class 15 contains 3497 members 
Mstep: Class 16 contains 2809 members 
Mstep: Class 17 contains 5078 members 
Mstep: Class 18 contains 20059 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 5713 members 
Entering Unmasked Estep 
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Iteration 137Q: 21 clusters Score -2.13331e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4591 members 
Mstep: Class 3 contains 14272 members 
Mstep: Class 4 contains 3487 members 
Mstep: Class 5 contains 105872 members 
Mstep: Class 6 contains 11091 members 
Mstep: Class 7 contains 6161 members 
Mstep: Class 8 contains 17776 members 
Mstep: Class 9 contains 80275 members 
Mstep: Class 10 contains 2005 members 
Mstep: Class 11 contains 4618 members 
Mstep: Class 12 contains 13079 members 
Mstep: Class 13 contains 15828 members 
Mstep: Class 14 contains 41353 members 
Mstep: Class 15 contains 3501 members 
Mstep: Class 16 contains 2803 members 
Mstep: Class 17 contains 5077 members 
Mstep: Class 18 contains 20049 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 5719 members 
Entering Unmasked Estep 
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Iteration 138Q: 21 clusters Score -2.133312e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4597 members 
Mstep: Class 3 contains 14288 members 
Mstep: Class 4 contains 3488 members 
Mstep: Class 5 contains 105862 members 
Mstep: Class 6 contains 11087 members 
Mstep: Class 7 contains 6158 members 
Mstep: Class 8 contains 17784 members 
Mstep: Class 9 contains 80282 members 
Mstep: Class 10 contains 2005 members 
Mstep: Class 11 contains 4617 members 
Mstep: Class 12 contains 13075 members 
Mstep: Class 13 contains 15840 members 
Mstep: Class 14 contains 41325 members 
Mstep: Class 15 contains 3504 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 20042 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 5730 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 21 clusters Score -2.133317e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4599 members 
Mstep: Class 3 contains 14302 members 
Mstep: Class 4 contains 3490 members 
Mstep: Class 5 contains 105859 members 
Mstep: Class 6 contains 11086 members 
Mstep: Class 7 contains 6158 members 
Mstep: Class 8 contains 17790 members 
Mstep: Class 9 contains 80286 members 
Mstep: Class 10 contains 2006 members 
Mstep: Class 11 contains 4617 members 
Mstep: Class 12 contains 13068 members 
Mstep: Class 13 contains 15838 members 
Mstep: Class 14 contains 41304 members 
Mstep: Class 15 contains 3509 members 
Mstep: Class 16 contains 2791 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 20035 members 
Mstep: Class 19 contains 1619 members 
Mstep: Class 20 contains 5740 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 21 clusters Score -2.133318e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4601 members 
Mstep: Class 3 contains 14319 members 
Mstep: Class 4 contains 3493 members 
Mstep: Class 5 contains 105846 members 
Mstep: Class 6 contains 11084 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 17797 members 
Mstep: Class 9 contains 80284 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 4618 members 
Mstep: Class 12 contains 13060 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 41286 members 
Mstep: Class 15 contains 3513 members 
Mstep: Class 16 contains 2785 members 
Mstep: Class 17 contains 5074 members 
Mstep: Class 18 contains 20036 members 
Mstep: Class 19 contains 1622 members 
Mstep: Class 20 contains 5746 members 
Entering Unmasked Estep 
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Iteration 141Q: 21 clusters Score -2.133316e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4605 members 
Mstep: Class 3 contains 14329 members 
Mstep: Class 4 contains 3497 members 
Mstep: Class 5 contains 105836 members 
Mstep: Class 6 contains 11081 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 17807 members 
Mstep: Class 9 contains 80291 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 4620 members 
Mstep: Class 12 contains 13050 members 
Mstep: Class 13 contains 15840 members 
Mstep: Class 14 contains 41275 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 2776 members 
Mstep: Class 17 contains 5074 members 
Mstep: Class 18 contains 20027 members 
Mstep: Class 19 contains 1624 members 
Mstep: Class 20 contains 5750 members 
Entering Unmasked Estep 
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Iteration 142Q: 21 clusters Score -2.13332e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4615 members 
Mstep: Class 3 contains 14343 members 
Mstep: Class 4 contains 3498 members 
Mstep: Class 5 contains 105810 members 
Mstep: Class 6 contains 11078 members 
Mstep: Class 7 contains 6161 members 
Mstep: Class 8 contains 17820 members 
Mstep: Class 9 contains 80295 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 4619 members 
Mstep: Class 12 contains 13047 members 
Mstep: Class 13 contains 15841 members 
Mstep: Class 14 contains 41261 members 
Mstep: Class 15 contains 3536 members 
Mstep: Class 16 contains 2765 members 
Mstep: Class 17 contains 5073 members 
Mstep: Class 18 contains 20024 members 
Mstep: Class 19 contains 1624 members 
Mstep: Class 20 contains 5755 members 
Entering Unmasked Estep 
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Iteration 143Q: 21 clusters Score -2.133314e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4624 members 
Mstep: Class 3 contains 14353 members 
Mstep: Class 4 contains 3499 members 
Mstep: Class 5 contains 105787 members 
Mstep: Class 6 contains 11076 members 
Mstep: Class 7 contains 6160 members 
Mstep: Class 8 contains 17832 members 
Mstep: Class 9 contains 80294 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 4617 members 
Mstep: Class 12 contains 13043 members 
Mstep: Class 13 contains 15841 members 
Mstep: Class 14 contains 41261 members 
Mstep: Class 15 contains 3543 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 5072 members 
Mstep: Class 18 contains 20017 members 
Mstep: Class 19 contains 1625 members 
Mstep: Class 20 contains 5763 members 
Entering Unmasked Estep 
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Iteration 144Q: 21 clusters Score -2.133312e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4625 members 
Mstep: Class 3 contains 14364 members 
Mstep: Class 4 contains 3500 members 
Mstep: Class 5 contains 105763 members 
Mstep: Class 6 contains 11073 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 17841 members 
Mstep: Class 9 contains 80296 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 4616 members 
Mstep: Class 12 contains 13038 members 
Mstep: Class 13 contains 15837 members 
Mstep: Class 14 contains 41273 members 
Mstep: Class 15 contains 3551 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 5071 members 
Mstep: Class 18 contains 20009 members 
Mstep: Class 19 contains 1624 members 
Mstep: Class 20 contains 5774 members 
Entering Unmasked Estep 
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Iteration 145Q: 21 clusters Score -2.13331e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4630 members 
Mstep: Class 3 contains 14367 members 
Mstep: Class 4 contains 3502 members 
Mstep: Class 5 contains 105736 members 
Mstep: Class 6 contains 11070 members 
Mstep: Class 7 contains 6157 members 
Mstep: Class 8 contains 17854 members 
Mstep: Class 9 contains 80292 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 4614 members 
Mstep: Class 12 contains 13032 members 
Mstep: Class 13 contains 15837 members 
Mstep: Class 14 contains 41298 members 
Mstep: Class 15 contains 3555 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 5070 members 
Mstep: Class 18 contains 20005 members 
Mstep: Class 19 contains 1624 members 
Mstep: Class 20 contains 5778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333106.000000 Penalty: 41578.109375
Iteration 146Q: 21 clusters Score -2.133311e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4638 members 
Mstep: Class 3 contains 14374 members 
Mstep: Class 4 contains 3501 members 
Mstep: Class 5 contains 105711 members 
Mstep: Class 6 contains 11068 members 
Mstep: Class 7 contains 6158 members 
Mstep: Class 8 contains 17867 members 
Mstep: Class 9 contains 80290 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 4611 members 
Mstep: Class 12 contains 13025 members 
Mstep: Class 13 contains 15830 members 
Mstep: Class 14 contains 41307 members 
Mstep: Class 15 contains 3567 members 
Mstep: Class 16 contains 2735 members 
Mstep: Class 17 contains 5070 members 
Mstep: Class 18 contains 20002 members 
Mstep: Class 19 contains 1625 members 
Mstep: Class 20 contains 5786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333160.000000 Penalty: 41578.109375
Iteration 147Q: 21 clusters Score -2.133316e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4645 members 
Mstep: Class 3 contains 14385 members 
Mstep: Class 4 contains 3500 members 
Mstep: Class 5 contains 105666 members 
Mstep: Class 6 contains 11067 members 
Mstep: Class 7 contains 6156 members 
Mstep: Class 8 contains 17888 members 
Mstep: Class 9 contains 80290 members 
Mstep: Class 10 contains 2007 members 
Mstep: Class 11 contains 4610 members 
Mstep: Class 12 contains 13018 members 
Mstep: Class 13 contains 15832 members 
Mstep: Class 14 contains 41327 members 
Mstep: Class 15 contains 3571 members 
Mstep: Class 16 contains 2726 members 
Mstep: Class 17 contains 5069 members 
Mstep: Class 18 contains 20001 members 
Mstep: Class 19 contains 1623 members 
Mstep: Class 20 contains 5792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333180.000000 Penalty: 41578.109375
Iteration 148Q: 21 clusters Score -2.133318e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4649 members 
Mstep: Class 3 contains 14391 members 
Mstep: Class 4 contains 3500 members 
Mstep: Class 5 contains 105631 members 
Mstep: Class 6 contains 11065 members 
Mstep: Class 7 contains 6151 members 
Mstep: Class 8 contains 17911 members 
Mstep: Class 9 contains 80296 members 
Mstep: Class 10 contains 2007 members 
Mstep: Class 11 contains 4611 members 
Mstep: Class 12 contains 13014 members 
Mstep: Class 13 contains 15834 members 
Mstep: Class 14 contains 41332 members 
Mstep: Class 15 contains 3577 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 5069 members 
Mstep: Class 18 contains 20002 members 
Mstep: Class 19 contains 1621 members 
Mstep: Class 20 contains 5797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333174.000000 Penalty: 41578.109375
Iteration 149Q: 21 clusters Score -2.133317e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4655 members 
Mstep: Class 3 contains 14399 members 
Mstep: Class 4 contains 3501 members 
Mstep: Class 5 contains 105615 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 17930 members 
Mstep: Class 9 contains 80285 members 
Mstep: Class 10 contains 2007 members 
Mstep: Class 11 contains 4609 members 
Mstep: Class 12 contains 13010 members 
Mstep: Class 13 contains 15841 members 
Mstep: Class 14 contains 41335 members 
Mstep: Class 15 contains 3584 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 5068 members 
Mstep: Class 18 contains 19993 members 
Mstep: Class 19 contains 1621 members 
Mstep: Class 20 contains 5802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333176.000000 Penalty: 41578.109375
Iteration 150Q: 21 clusters Score -2.133318e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4663 members 
Mstep: Class 3 contains 14410 members 
Mstep: Class 4 contains 3501 members 
Mstep: Class 5 contains 105594 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 17939 members 
Mstep: Class 9 contains 80267 members 
Mstep: Class 10 contains 2007 members 
Mstep: Class 11 contains 4609 members 
Mstep: Class 12 contains 13008 members 
Mstep: Class 13 contains 15835 members 
Mstep: Class 14 contains 41358 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 2699 members 
Mstep: Class 17 contains 5070 members 
Mstep: Class 18 contains 19985 members 
Mstep: Class 19 contains 1619 members 
Mstep: Class 20 contains 5813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333192.000000 Penalty: 41578.109375
Iteration 151Q: 21 clusters Score -2.133319e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4674 members 
Mstep: Class 3 contains 14422 members 
Mstep: Class 4 contains 3501 members 
Mstep: Class 5 contains 105579 members 
Mstep: Class 6 contains 11055 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 80243 members 
Mstep: Class 10 contains 2007 members 
Mstep: Class 11 contains 4606 members 
Mstep: Class 12 contains 13008 members 
Mstep: Class 13 contains 15826 members 
Mstep: Class 14 contains 41377 members 
Mstep: Class 15 contains 3595 members 
Mstep: Class 16 contains 2686 members 
Mstep: Class 17 contains 5073 members 
Mstep: Class 18 contains 19981 members 
Mstep: Class 19 contains 1618 members 
Mstep: Class 20 contains 5826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333158.000000 Penalty: 41578.109375
Iteration 152Q: 21 clusters Score -2.133316e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4685 members 
Mstep: Class 3 contains 14432 members 
Mstep: Class 4 contains 3503 members 
Mstep: Class 5 contains 105541 members 
Mstep: Class 6 contains 11052 members 
Mstep: Class 7 contains 6147 members 
Mstep: Class 8 contains 17960 members 
Mstep: Class 9 contains 80227 members 
Mstep: Class 10 contains 2007 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 13004 members 
Mstep: Class 13 contains 15817 members 
Mstep: Class 14 contains 41414 members 
Mstep: Class 15 contains 3597 members 
Mstep: Class 16 contains 2672 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 19971 members 
Mstep: Class 19 contains 1618 members 
Mstep: Class 20 contains 5846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333212.000000 Penalty: 41578.109375
Iteration 153Q: 21 clusters Score -2.133321e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4696 members 
Mstep: Class 3 contains 14443 members 
Mstep: Class 4 contains 3503 members 
Mstep: Class 5 contains 105507 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 6148 members 
Mstep: Class 8 contains 17970 members 
Mstep: Class 9 contains 80202 members 
Mstep: Class 10 contains 2007 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 13004 members 
Mstep: Class 13 contains 15815 members 
Mstep: Class 14 contains 41437 members 
Mstep: Class 15 contains 3601 members 
Mstep: Class 16 contains 2654 members 
Mstep: Class 17 contains 5075 members 
Mstep: Class 18 contains 19973 members 
Mstep: Class 19 contains 1619 members 
Mstep: Class 20 contains 5865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333272.000000 Penalty: 41578.109375
Iteration 154Q: 21 clusters Score -2.133327e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4709 members 
Mstep: Class 3 contains 14458 members 
Mstep: Class 4 contains 3504 members 
Mstep: Class 5 contains 105484 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 6148 members 
Mstep: Class 8 contains 17978 members 
Mstep: Class 9 contains 80179 members 
Mstep: Class 10 contains 2007 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 13000 members 
Mstep: Class 13 contains 15808 members 
Mstep: Class 14 contains 41440 members 
Mstep: Class 15 contains 3613 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 19974 members 
Mstep: Class 19 contains 1619 members 
Mstep: Class 20 contains 5883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333314.000000 Penalty: 41578.109375
Iteration 155Q: 21 clusters Score -2.133331e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4718 members 
Mstep: Class 3 contains 14474 members 
Mstep: Class 4 contains 3506 members 
Mstep: Class 5 contains 105455 members 
Mstep: Class 6 contains 11048 members 
Mstep: Class 7 contains 6147 members 
Mstep: Class 8 contains 17993 members 
Mstep: Class 9 contains 80167 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 12991 members 
Mstep: Class 13 contains 15803 members 
Mstep: Class 14 contains 41452 members 
Mstep: Class 15 contains 3616 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 19974 members 
Mstep: Class 19 contains 1618 members 
Mstep: Class 20 contains 5899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333334.000000 Penalty: 41578.109375
Iteration 156Q: 21 clusters Score -2.133333e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4727 members 
Mstep: Class 3 contains 14487 members 
Mstep: Class 4 contains 3507 members 
Mstep: Class 5 contains 105428 members 
Mstep: Class 6 contains 11046 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 18002 members 
Mstep: Class 9 contains 80163 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 12977 members 
Mstep: Class 13 contains 15800 members 
Mstep: Class 14 contains 41460 members 
Mstep: Class 15 contains 3623 members 
Mstep: Class 16 contains 2607 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 19974 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 5921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333396.000000 Penalty: 41578.109375
Iteration 157Q: 21 clusters Score -2.13334e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4737 members 
Mstep: Class 3 contains 14500 members 
Mstep: Class 4 contains 3502 members 
Mstep: Class 5 contains 105402 members 
Mstep: Class 6 contains 11041 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 18017 members 
Mstep: Class 9 contains 80149 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 12963 members 
Mstep: Class 13 contains 15796 members 
Mstep: Class 14 contains 41470 members 
Mstep: Class 15 contains 3636 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 5078 members 
Mstep: Class 18 contains 19970 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 5947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333350.000000 Penalty: 41578.109375
Iteration 158Q: 21 clusters Score -2.133335e+07 nChanged 267
Entering ConstructFrom: 
Score: -21333350.000000 Penalty: 41578.109375
Entering ConstructFrom: 
Trying to split cluster 1 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -30622.132812 Penalty: 1041.118042
	Iteration 0F: 2 clusters Score -30622.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -29559.824219 Penalty: 2082.236084
	Iteration 0F: 3 clusters Score -29559.82 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -29898.390625 Penalty: 2082.236084
	Iteration 1F: 3 clusters Score -29898.39 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -30130.099609 Penalty: 2082.236084
	Iteration 2F: 3 clusters Score -30130.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -30297.767578 Penalty: 2082.236084
	Iteration 3F: 3 clusters Score -30297.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -30376.460938 Penalty: 2082.236084
	Iteration 4F: 3 clusters Score -30376.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -30517.769531 Penalty: 2082.236084
	Iteration 5Q: 3 clusters Score -30517.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -30615.500000 Penalty: 2082.236084
	Iteration 6Q: 3 clusters Score -30615.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -30688.435547 Penalty: 2082.236084
	Iteration 7Q: 3 clusters Score -30688.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -30734.800781 Penalty: 2082.236084
	Iteration 8Q: 3 clusters Score -30734.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -30778.460938 Penalty: 2082.236084
	Iteration 9Q: 3 clusters Score -30778.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -30797.728516 Penalty: 2082.236084
	Iteration 10Q: 3 clusters Score -30797.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -30806.947266 Penalty: 2082.236084
	Iteration 11Q: 3 clusters Score -30806.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -30814.222656 Penalty: 2082.236084
	Iteration 12Q: 3 clusters Score -30814.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -30817.667969 Penalty: 2082.236084
	Iteration 13Q: 3 clusters Score -30817.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -30819.416016 Penalty: 2082.236084
	Iteration 14Q: 3 clusters Score -30819.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -30823.443359 Penalty: 2082.236084
	Iteration 15Q: 3 clusters Score -30823.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -30825.220703 Penalty: 2082.236084
	Iteration 16Q: 3 clusters Score -30825.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -30826.880859 Penalty: 2082.236084
	Iteration 17F: 3 clusters Score -30826.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -30835.564453 Penalty: 2082.236084
	Iteration 18Q: 3 clusters Score -30835.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -30835.564453 Penalty: 2082.236084
	Iteration 19F: 3 clusters Score -30835.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 4749 members 
Mstep: Class 3 contains 14521 members 
Mstep: Class 4 contains 3502 members 
Mstep: Class 5 contains 105372 members 
Mstep: Class 6 contains 11035 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 18025 members 
Mstep: Class 9 contains 80119 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 12949 members 
Mstep: Class 13 contains 15793 members 
Mstep: Class 14 contains 41494 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 19970 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 5963 members 
Mstep: Class 21 contains 452 members 
Entering Unmasked Estep 
Score: -21332566.000000 Penalty: 43657.015625
Splitting cluster 1 changes total score from -21333350.000000 to -21332566.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Entering Unmasked Estep 
Score: -241235.734375 Penalty: 1375.674561
	Iteration 0F: 2 clusters Score -241235.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -237453.046875 Penalty: 2751.349121
	Iteration 0F: 3 clusters Score -237453 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -238687.046875 Penalty: 2751.349121
	Iteration 1F: 3 clusters Score -238687 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -239046.296875 Penalty: 2751.349121
	Iteration 2F: 3 clusters Score -239046.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -239289.250000 Penalty: 2751.349121
	Iteration 3F: 3 clusters Score -239289.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -239522.031250 Penalty: 2751.349121
	Iteration 4F: 3 clusters Score -239522 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -239728.078125 Penalty: 2751.349121
	Iteration 5F: 3 clusters Score -239728.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -239899.062500 Penalty: 2751.349121
	Iteration 6Q: 3 clusters Score -239899.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -240014.140625 Penalty: 2751.349121
	Iteration 7Q: 3 clusters Score -240014.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -240084.921875 Penalty: 2751.349121
	Iteration 8Q: 3 clusters Score -240084.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -240153.781250 Penalty: 2751.349121
	Iteration 9Q: 3 clusters Score -240153.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -240233.312500 Penalty: 2751.349121
	Iteration 10Q: 3 clusters Score -240233.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -240296.687500 Penalty: 2751.349121
	Iteration 11Q: 3 clusters Score -240296.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -240339.390625 Penalty: 2751.349121
	Iteration 12Q: 3 clusters Score -240339.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -240370.453125 Penalty: 2751.349121
	Iteration 13Q: 3 clusters Score -240370.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -240402.531250 Penalty: 2751.349121
	Iteration 14Q: 3 clusters Score -240402.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -240436.625000 Penalty: 2751.349121
	Iteration 15Q: 3 clusters Score -240436.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -240470.500000 Penalty: 2751.349121
	Iteration 16Q: 3 clusters Score -240470.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -240501.500000 Penalty: 2751.349121
	Iteration 17Q: 3 clusters Score -240501.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -240520.812500 Penalty: 2751.349121
	Iteration 18Q: 3 clusters Score -240520.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -240534.171875 Penalty: 2751.349121
	Iteration 19Q: 3 clusters Score -240534.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -240539.875000 Penalty: 2751.349121
	Iteration 20F: 3 clusters Score -240539.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -240546.296875 Penalty: 2751.349121
	Iteration 21Q: 3 clusters Score -240546.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -240550.109375 Penalty: 2751.349121
	Iteration 22Q: 3 clusters Score -240550.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -240553.640625 Penalty: 2751.349121
	Iteration 23Q: 3 clusters Score -240553.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -240555.515625 Penalty: 2751.349121
	Iteration 24Q: 3 clusters Score -240555.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -240556.750000 Penalty: 2751.349121
	Iteration 25Q: 3 clusters Score -240556.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -240557.781250 Penalty: 2751.349121
	Iteration 26Q: 3 clusters Score -240557.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -240558.437500 Penalty: 2751.349121
	Iteration 27Q: 3 clusters Score -240558.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -240558.609375 Penalty: 2751.349121
	Iteration 28Q: 3 clusters Score -240558.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -240558.906250 Penalty: 2751.349121
	Iteration 29Q: 3 clusters Score -240558.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -240558.859375 Penalty: 2751.349121
	Iteration 30Q: 3 clusters Score -240558.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -240558.859375 Penalty: 2751.349121
	Iteration 31F: 3 clusters Score -240558.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Entering Unmasked Estep 
Score: -859949.187500 Penalty: 1557.294556
	Iteration 0F: 2 clusters Score -859949.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -850037.562500 Penalty: 3114.589111
	Iteration 0F: 3 clusters Score -850037.6 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -853613.187500 Penalty: 3114.589111
	Iteration 1F: 3 clusters Score -853613.2 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -854323.687500 Penalty: 3114.589111
	Iteration 2F: 3 clusters Score -854323.7 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -855250.812500 Penalty: 3114.589111
	Iteration 3F: 3 clusters Score -855250.8 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -856267.375000 Penalty: 3114.589111
	Iteration 4F: 3 clusters Score -856267.4 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -857080.062500 Penalty: 3114.589111
	Iteration 5F: 3 clusters Score -857080.1 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -857650.125000 Penalty: 3114.589111
	Iteration 6F: 3 clusters Score -857650.1 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -858045.062500 Penalty: 3114.589111
	Iteration 7Q: 3 clusters Score -858045.1 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -858399.250000 Penalty: 3114.589111
	Iteration 8Q: 3 clusters Score -858399.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -858692.500000 Penalty: 3114.589111
	Iteration 9Q: 3 clusters Score -858692.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -858960.625000 Penalty: 3114.589111
	Iteration 10Q: 3 clusters Score -858960.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -859212.937500 Penalty: 3114.589111
	Iteration 11Q: 3 clusters Score -859212.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -859455.062500 Penalty: 3114.589111
	Iteration 12Q: 3 clusters Score -859455.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -859643.312500 Penalty: 3114.589111
	Iteration 13Q: 3 clusters Score -859643.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -859780.125000 Penalty: 3114.589111
	Iteration 14Q: 3 clusters Score -859780.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -859857.625000 Penalty: 3114.589111
	Iteration 15Q: 3 clusters Score -859857.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -859900.750000 Penalty: 3114.589111
	Iteration 16Q: 3 clusters Score -859900.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -859943.750000 Penalty: 3114.589111
	Iteration 17Q: 3 clusters Score -859943.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -859973.750000 Penalty: 3114.589111
	Iteration 18Q: 3 clusters Score -859973.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -860003.000000 Penalty: 3114.589111
	Iteration 19Q: 3 clusters Score -860003 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -860024.187500 Penalty: 3114.589111
	Iteration 20F: 3 clusters Score -860024.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -860039.375000 Penalty: 3114.589111
	Iteration 21Q: 3 clusters Score -860039.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -860053.875000 Penalty: 3114.589111
	Iteration 22Q: 3 clusters Score -860053.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -860061.125000 Penalty: 3114.589111
	Iteration 23Q: 3 clusters Score -860061.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -860069.000000 Penalty: 3114.589111
	Iteration 24Q: 3 clusters Score -860069 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -860076.625000 Penalty: 3114.589111
	Iteration 25Q: 3 clusters Score -860076.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -860082.062500 Penalty: 3114.589111
	Iteration 26Q: 3 clusters Score -860082.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -860092.812500 Penalty: 3114.589111
	Iteration 27Q: 3 clusters Score -860092.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -860103.312500 Penalty: 3114.589111
	Iteration 28Q: 3 clusters Score -860103.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -860111.312500 Penalty: 3114.589111
	Iteration 29Q: 3 clusters Score -860111.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -860126.687500 Penalty: 3114.589111
	Iteration 30Q: 3 clusters Score -860126.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -860135.125000 Penalty: 3114.589111
	Iteration 31Q: 3 clusters Score -860135.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -860142.062500 Penalty: 3114.589111
	Iteration 32Q: 3 clusters Score -860142.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -860153.187500 Penalty: 3114.589111
	Iteration 33Q: 3 clusters Score -860153.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -860163.250000 Penalty: 3114.589111
	Iteration 34Q: 3 clusters Score -860163.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -860175.250000 Penalty: 3114.589111
	Iteration 35Q: 3 clusters Score -860175.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -860178.750000 Penalty: 3114.589111
	Iteration 36Q: 3 clusters Score -860178.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -860188.687500 Penalty: 3114.589111
	Iteration 37Q: 3 clusters Score -860188.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -860195.875000 Penalty: 3114.589111
	Iteration 38Q: 3 clusters Score -860195.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -860204.562500 Penalty: 3114.589111
	Iteration 39Q: 3 clusters Score -860204.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -860210.562500 Penalty: 3114.589111
	Iteration 40F: 3 clusters Score -860210.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -860214.187500 Penalty: 3114.589111
	Iteration 41Q: 3 clusters Score -860214.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -860215.875000 Penalty: 3114.589111
	Iteration 42Q: 3 clusters Score -860215.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -860221.625000 Penalty: 3114.589111
	Iteration 43Q: 3 clusters Score -860221.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -860226.500000 Penalty: 3114.589111
	Iteration 44Q: 3 clusters Score -860226.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -860230.750000 Penalty: 3114.589111
	Iteration 45Q: 3 clusters Score -860230.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -860234.812500 Penalty: 3114.589111
	Iteration 46Q: 3 clusters Score -860234.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -860235.125000 Penalty: 3114.589111
	Iteration 47Q: 3 clusters Score -860235.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -860237.250000 Penalty: 3114.589111
	Iteration 48Q: 3 clusters Score -860237.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -860238.187500 Penalty: 3114.589111
	Iteration 49Q: 3 clusters Score -860238.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -860242.375000 Penalty: 3114.589111
	Iteration 50Q: 3 clusters Score -860242.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -860244.375000 Penalty: 3114.589111
	Iteration 51Q: 3 clusters Score -860244.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -860245.375000 Penalty: 3114.589111
	Iteration 52Q: 3 clusters Score -860245.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -860249.250000 Penalty: 3114.589111
	Iteration 53Q: 3 clusters Score -860249.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -860250.500000 Penalty: 3114.589111
	Iteration 54Q: 3 clusters Score -860250.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -860251.375000 Penalty: 3114.589111
	Iteration 55Q: 3 clusters Score -860251.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -860253.062500 Penalty: 3114.589111
	Iteration 56Q: 3 clusters Score -860253.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -860253.250000 Penalty: 3114.589111
	Iteration 57Q: 3 clusters Score -860253.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -860256.750000 Penalty: 3114.589111
	Iteration 58Q: 3 clusters Score -860256.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -860257.437500 Penalty: 3114.589111
	Iteration 59Q: 3 clusters Score -860257.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -860260.000000 Penalty: 3114.589111
	Iteration 60F: 3 clusters Score -860260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -860259.000000 Penalty: 3114.589111
	Iteration 61Q: 3 clusters Score -860259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -860258.562500 Penalty: 3114.589111
	Iteration 62Q: 3 clusters Score -860258.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -860263.250000 Penalty: 3114.589111
	Iteration 63Q: 3 clusters Score -860263.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -860263.125000 Penalty: 3114.589111
	Iteration 64Q: 3 clusters Score -860263.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -860264.562500 Penalty: 3114.589111
	Iteration 65Q: 3 clusters Score -860264.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -860265.562500 Penalty: 3114.589111
	Iteration 66Q: 3 clusters Score -860265.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -860266.062500 Penalty: 3114.589111
	Iteration 67Q: 3 clusters Score -860266.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -860266.875000 Penalty: 3114.589111
	Iteration 68Q: 3 clusters Score -860266.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -860266.687500 Penalty: 3114.589111
	Iteration 69Q: 3 clusters Score -860266.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -860266.625000 Penalty: 3114.589111
	Iteration 70Q: 3 clusters Score -860266.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -860266.812500 Penalty: 3114.589111
	Iteration 71Q: 3 clusters Score -860266.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -860269.750000 Penalty: 3114.589111
	Iteration 72Q: 3 clusters Score -860269.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -860266.562500 Penalty: 3114.589111
	Iteration 73Q: 3 clusters Score -860266.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -860268.312500 Penalty: 3114.589111
	Iteration 74Q: 3 clusters Score -860268.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -860268.312500 Penalty: 3114.589111
	Iteration 75F: 3 clusters Score -860268.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4749 members 
Mstep: Class 3 contains 12872 members 
Mstep: Class 4 contains 3502 members 
Mstep: Class 5 contains 105372 members 
Mstep: Class 6 contains 11035 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 18025 members 
Mstep: Class 9 contains 80119 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 12949 members 
Mstep: Class 13 contains 15793 members 
Mstep: Class 14 contains 41494 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 19970 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 5963 members 
Mstep: Class 21 contains 1649 members 
Entering Unmasked Estep 
Score: -21333226.000000 Penalty: 43657.015625
Splitting cluster 3 changes total score from -21333350.000000 to -21333226.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Entering Unmasked Estep 
Score: -214480.703125 Penalty: 1326.177124
	Iteration 0F: 2 clusters Score -214480.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -211476.656250 Penalty: 2652.354248
	Iteration 0F: 3 clusters Score -211476.7 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -212219.343750 Penalty: 2652.354248
	Iteration 1F: 3 clusters Score -212219.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -212363.546875 Penalty: 2652.354248
	Iteration 2F: 3 clusters Score -212363.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -212457.671875 Penalty: 2652.354248
	Iteration 3Q: 3 clusters Score -212457.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -212554.937500 Penalty: 2652.354248
	Iteration 4Q: 3 clusters Score -212554.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -212631.328125 Penalty: 2652.354248
	Iteration 5Q: 3 clusters Score -212631.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -212698.593750 Penalty: 2652.354248
	Iteration 6Q: 3 clusters Score -212698.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -212773.500000 Penalty: 2652.354248
	Iteration 7Q: 3 clusters Score -212773.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -212862.781250 Penalty: 2652.354248
	Iteration 8Q: 3 clusters Score -212862.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -212950.515625 Penalty: 2652.354248
	Iteration 9Q: 3 clusters Score -212950.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -213041.062500 Penalty: 2652.354248
	Iteration 10Q: 3 clusters Score -213041.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -213142.781250 Penalty: 2652.354248
	Iteration 11Q: 3 clusters Score -213142.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -213247.921875 Penalty: 2652.354248
	Iteration 12Q: 3 clusters Score -213247.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -213391.468750 Penalty: 2652.354248
	Iteration 13Q: 3 clusters Score -213391.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -213575.781250 Penalty: 2652.354248
	Iteration 14Q: 3 clusters Score -213575.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -213821.093750 Penalty: 2652.354248
	Iteration 15Q: 3 clusters Score -213821.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -214174.578125 Penalty: 2652.354248
	Iteration 16Q: 3 clusters Score -214174.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -214595.109375 Penalty: 2652.354248
	Iteration 17Q: 3 clusters Score -214595.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -214843.843750 Penalty: 2652.354248
	Iteration 18Q: 3 clusters Score -214843.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -214912.468750 Penalty: 2652.354248
	Iteration 19Q: 3 clusters Score -214912.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -214921.578125 Penalty: 2652.354248
	Iteration 20F: 3 clusters Score -214921.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -214925.703125 Penalty: 2652.354248
	Iteration 21Q: 3 clusters Score -214925.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -214926.125000 Penalty: 2652.354248
	Iteration 22Q: 3 clusters Score -214926.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -214926.125000 Penalty: 2652.354248
	Iteration 23F: 3 clusters Score -214926.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4749 members 
Mstep: Class 3 contains 14521 members 
Mstep: Class 4 contains 1054 members 
Mstep: Class 5 contains 105372 members 
Mstep: Class 6 contains 11035 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 18025 members 
Mstep: Class 9 contains 80119 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 12949 members 
Mstep: Class 13 contains 15793 members 
Mstep: Class 14 contains 41494 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 19970 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 5963 members 
Mstep: Class 21 contains 2448 members 
Entering Unmasked Estep 
Score: -21333108.000000 Penalty: 43657.015625
Splitting cluster 4 changes total score from -21333350.000000 to -21333108.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (105372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105372 members 
Entering Unmasked Estep 
Score: -6391516.500000 Penalty: 1879.353516
	Iteration 0F: 2 clusters Score -6391516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 52436 members 
Entering Unmasked Estep 
Score: -6320940.500000 Penalty: 3758.707031
	Iteration 0F: 3 clusters Score -6320940 nChanged 50418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -6351594.500000 Penalty: 3758.707031
	Iteration 1F: 3 clusters Score -6351594 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -6353287.000000 Penalty: 3758.707031
	Iteration 2Q: 3 clusters Score -6353287 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66103 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -6356038.500000 Penalty: 3758.707031
	Iteration 3F: 3 clusters Score -6356038 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72438 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -6360705.000000 Penalty: 3758.707031
	Iteration 4F: 3 clusters Score -6360705 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80232 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -6367673.000000 Penalty: 3758.707031
	Iteration 5F: 3 clusters Score -6367673 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88088 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -6375571.500000 Penalty: 3758.707031
	Iteration 6F: 3 clusters Score -6375572 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94098 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -6381943.500000 Penalty: 3758.707031
	Iteration 7F: 3 clusters Score -6381944 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97789 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -6385837.000000 Penalty: 3758.707031
	Iteration 8Q: 3 clusters Score -6385837 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99753 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -6387831.000000 Penalty: 3758.707031
	Iteration 9Q: 3 clusters Score -6387831 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100869 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -6388837.500000 Penalty: 3758.707031
	Iteration 10Q: 3 clusters Score -6388838 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101570 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -6389446.500000 Penalty: 3758.707031
	Iteration 11Q: 3 clusters Score -6389446 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102057 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -6389865.500000 Penalty: 3758.707031
	Iteration 12Q: 3 clusters Score -6389866 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102411 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -6390198.000000 Penalty: 3758.707031
	Iteration 13Q: 3 clusters Score -6390198 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102683 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -6390470.500000 Penalty: 3758.707031
	Iteration 14Q: 3 clusters Score -6390470 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102851 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -6390618.500000 Penalty: 3758.707031
	Iteration 15Q: 3 clusters Score -6390618 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102965 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -6390720.500000 Penalty: 3758.707031
	Iteration 16Q: 3 clusters Score -6390720 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103037 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -6390770.500000 Penalty: 3758.707031
	Iteration 17Q: 3 clusters Score -6390770 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103087 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -6390800.000000 Penalty: 3758.707031
	Iteration 18Q: 3 clusters Score -6390800 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103118 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -6390808.500000 Penalty: 3758.707031
	Iteration 19Q: 3 clusters Score -6390808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103136 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -6390813.500000 Penalty: 3758.707031
	Iteration 20F: 3 clusters Score -6390814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103151 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -6390818.000000 Penalty: 3758.707031
	Iteration 21Q: 3 clusters Score -6390818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103169 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -6390834.000000 Penalty: 3758.707031
	Iteration 22Q: 3 clusters Score -6390834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103180 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -6390838.500000 Penalty: 3758.707031
	Iteration 23Q: 3 clusters Score -6390838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103192 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6390837.500000 Penalty: 3758.707031
	Iteration 24Q: 3 clusters Score -6390838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103198 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -6390834.500000 Penalty: 3758.707031
	Iteration 25Q: 3 clusters Score -6390834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103203 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -6390842.000000 Penalty: 3758.707031
	Iteration 26Q: 3 clusters Score -6390842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103211 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -6390841.500000 Penalty: 3758.707031
	Iteration 27Q: 3 clusters Score -6390842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103220 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -6390846.500000 Penalty: 3758.707031
	Iteration 28Q: 3 clusters Score -6390846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103224 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -6390843.000000 Penalty: 3758.707031
	Iteration 29Q: 3 clusters Score -6390843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103231 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -6390849.500000 Penalty: 3758.707031
	Iteration 30Q: 3 clusters Score -6390850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103240 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -6390858.500000 Penalty: 3758.707031
	Iteration 31Q: 3 clusters Score -6390858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103250 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -6390860.000000 Penalty: 3758.707031
	Iteration 32Q: 3 clusters Score -6390860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103261 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6390866.000000 Penalty: 3758.707031
	Iteration 33Q: 3 clusters Score -6390866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103270 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6390868.000000 Penalty: 3758.707031
	Iteration 34Q: 3 clusters Score -6390868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103272 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6390874.500000 Penalty: 3758.707031
	Iteration 35Q: 3 clusters Score -6390874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103276 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6390872.500000 Penalty: 3758.707031
	Iteration 36Q: 3 clusters Score -6390872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103278 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -6390870.500000 Penalty: 3758.707031
	Iteration 37Q: 3 clusters Score -6390870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103279 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -6390875.500000 Penalty: 3758.707031
	Iteration 38Q: 3 clusters Score -6390876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103279 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -6390875.500000 Penalty: 3758.707031
	Iteration 39F: 3 clusters Score -6390876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Entering Unmasked Estep 
Score: -707611.687500 Penalty: 1512.684448
	Iteration 0F: 2 clusters Score -707611.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -699727.625000 Penalty: 3025.368896
	Iteration 0F: 3 clusters Score -699727.6 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -702348.062500 Penalty: 3025.368896
	Iteration 1F: 3 clusters Score -702348.1 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -702571.250000 Penalty: 3025.368896
	Iteration 2F: 3 clusters Score -702571.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -702781.437500 Penalty: 3025.368896
	Iteration 3Q: 3 clusters Score -702781.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -702965.062500 Penalty: 3025.368896
	Iteration 4Q: 3 clusters Score -702965.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -703136.062500 Penalty: 3025.368896
	Iteration 5Q: 3 clusters Score -703136.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -703281.937500 Penalty: 3025.368896
	Iteration 6Q: 3 clusters Score -703281.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -703427.750000 Penalty: 3025.368896
	Iteration 7Q: 3 clusters Score -703427.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -703574.125000 Penalty: 3025.368896
	Iteration 8Q: 3 clusters Score -703574.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -703702.562500 Penalty: 3025.368896
	Iteration 9Q: 3 clusters Score -703702.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -703835.687500 Penalty: 3025.368896
	Iteration 10Q: 3 clusters Score -703835.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -703970.937500 Penalty: 3025.368896
	Iteration 11Q: 3 clusters Score -703970.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -704093.437500 Penalty: 3025.368896
	Iteration 12Q: 3 clusters Score -704093.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -704216.125000 Penalty: 3025.368896
	Iteration 13Q: 3 clusters Score -704216.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -704360.500000 Penalty: 3025.368896
	Iteration 14Q: 3 clusters Score -704360.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -704532.250000 Penalty: 3025.368896
	Iteration 15Q: 3 clusters Score -704532.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -704725.250000 Penalty: 3025.368896
	Iteration 16Q: 3 clusters Score -704725.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -704995.750000 Penalty: 3025.368896
	Iteration 17Q: 3 clusters Score -704995.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -705373.000000 Penalty: 3025.368896
	Iteration 18Q: 3 clusters Score -705373 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -705815.500000 Penalty: 3025.368896
	Iteration 19Q: 3 clusters Score -705815.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -706224.812500 Penalty: 3025.368896
	Iteration 20F: 3 clusters Score -706224.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -706520.062500 Penalty: 3025.368896
	Iteration 21Q: 3 clusters Score -706520.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -706689.562500 Penalty: 3025.368896
	Iteration 22Q: 3 clusters Score -706689.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -706789.062500 Penalty: 3025.368896
	Iteration 23Q: 3 clusters Score -706789.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -706859.875000 Penalty: 3025.368896
	Iteration 24Q: 3 clusters Score -706859.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -706923.187500 Penalty: 3025.368896
	Iteration 25Q: 3 clusters Score -706923.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -706970.437500 Penalty: 3025.368896
	Iteration 26Q: 3 clusters Score -706970.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -707006.562500 Penalty: 3025.368896
	Iteration 27Q: 3 clusters Score -707006.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -707029.250000 Penalty: 3025.368896
	Iteration 28Q: 3 clusters Score -707029.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -707047.937500 Penalty: 3025.368896
	Iteration 29Q: 3 clusters Score -707047.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -707061.562500 Penalty: 3025.368896
	Iteration 30Q: 3 clusters Score -707061.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -707071.062500 Penalty: 3025.368896
	Iteration 31Q: 3 clusters Score -707071.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -707075.250000 Penalty: 3025.368896
	Iteration 32Q: 3 clusters Score -707075.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -707083.062500 Penalty: 3025.368896
	Iteration 33Q: 3 clusters Score -707083.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -707088.562500 Penalty: 3025.368896
	Iteration 34Q: 3 clusters Score -707088.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -707089.187500 Penalty: 3025.368896
	Iteration 35Q: 3 clusters Score -707089.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -707091.000000 Penalty: 3025.368896
	Iteration 36Q: 3 clusters Score -707091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -707093.812500 Penalty: 3025.368896
	Iteration 37Q: 3 clusters Score -707093.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -707094.812500 Penalty: 3025.368896
	Iteration 38Q: 3 clusters Score -707094.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -707097.062500 Penalty: 3025.368896
	Iteration 39Q: 3 clusters Score -707097.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -707099.750000 Penalty: 3025.368896
	Iteration 40F: 3 clusters Score -707099.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -707101.937500 Penalty: 3025.368896
	Iteration 41Q: 3 clusters Score -707101.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -707102.312500 Penalty: 3025.368896
	Iteration 42Q: 3 clusters Score -707102.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -707104.000000 Penalty: 3025.368896
	Iteration 43Q: 3 clusters Score -707104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -707107.000000 Penalty: 3025.368896
	Iteration 44Q: 3 clusters Score -707107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -707107.500000 Penalty: 3025.368896
	Iteration 45Q: 3 clusters Score -707107.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -707108.812500 Penalty: 3025.368896
	Iteration 46Q: 3 clusters Score -707108.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -707107.187500 Penalty: 3025.368896
	Iteration 47Q: 3 clusters Score -707107.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -707108.687500 Penalty: 3025.368896
	Iteration 48Q: 3 clusters Score -707108.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -707107.812500 Penalty: 3025.368896
	Iteration 49Q: 3 clusters Score -707107.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -707109.250000 Penalty: 3025.368896
	Iteration 50Q: 3 clusters Score -707109.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -707108.562500 Penalty: 3025.368896
	Iteration 51Q: 3 clusters Score -707108.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -707109.312500 Penalty: 3025.368896
	Iteration 52Q: 3 clusters Score -707109.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -707109.000000 Penalty: 3025.368896
	Iteration 53Q: 3 clusters Score -707109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -707109.500000 Penalty: 3025.368896
	Iteration 54Q: 3 clusters Score -707109.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -707109.500000 Penalty: 3025.368896
	Iteration 55F: 3 clusters Score -707109.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Entering Unmasked Estep 
Score: -362042.093750 Penalty: 1417.657227
	Iteration 0F: 2 clusters Score -362042.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -357312.156250 Penalty: 2835.314453
	Iteration 0F: 3 clusters Score -357312.2 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -358804.437500 Penalty: 2835.314453
	Iteration 1F: 3 clusters Score -358804.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -359046.656250 Penalty: 2835.314453
	Iteration 2F: 3 clusters Score -359046.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -359244.281250 Penalty: 2835.314453
	Iteration 3F: 3 clusters Score -359244.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -359409.250000 Penalty: 2835.314453
	Iteration 4Q: 3 clusters Score -359409.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -359566.968750 Penalty: 2835.314453
	Iteration 5Q: 3 clusters Score -359567 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -359716.718750 Penalty: 2835.314453
	Iteration 6Q: 3 clusters Score -359716.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -359889.218750 Penalty: 2835.314453
	Iteration 7Q: 3 clusters Score -359889.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -360130.062500 Penalty: 2835.314453
	Iteration 8F: 3 clusters Score -360130.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -360373.593750 Penalty: 2835.314453
	Iteration 9F: 3 clusters Score -360373.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -360598.625000 Penalty: 2835.314453
	Iteration 10Q: 3 clusters Score -360598.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -360792.968750 Penalty: 2835.314453
	Iteration 11Q: 3 clusters Score -360793 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -360964.687500 Penalty: 2835.314453
	Iteration 12Q: 3 clusters Score -360964.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -361122.625000 Penalty: 2835.314453
	Iteration 13Q: 3 clusters Score -361122.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -361246.281250 Penalty: 2835.314453
	Iteration 14Q: 3 clusters Score -361246.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -361325.281250 Penalty: 2835.314453
	Iteration 15Q: 3 clusters Score -361325.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -361371.218750 Penalty: 2835.314453
	Iteration 16Q: 3 clusters Score -361371.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -361396.718750 Penalty: 2835.314453
	Iteration 17Q: 3 clusters Score -361396.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -361418.312500 Penalty: 2835.314453
	Iteration 18Q: 3 clusters Score -361418.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -361433.531250 Penalty: 2835.314453
	Iteration 19Q: 3 clusters Score -361433.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -361438.000000 Penalty: 2835.314453
	Iteration 20F: 3 clusters Score -361438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -361442.843750 Penalty: 2835.314453
	Iteration 21Q: 3 clusters Score -361442.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -361445.625000 Penalty: 2835.314453
	Iteration 22Q: 3 clusters Score -361445.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -361449.406250 Penalty: 2835.314453
	Iteration 23Q: 3 clusters Score -361449.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -361451.781250 Penalty: 2835.314453
	Iteration 24Q: 3 clusters Score -361451.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -361456.218750 Penalty: 2835.314453
	Iteration 25Q: 3 clusters Score -361456.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -361457.625000 Penalty: 2835.314453
	Iteration 26Q: 3 clusters Score -361457.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -361457.968750 Penalty: 2835.314453
	Iteration 27Q: 3 clusters Score -361458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -361457.968750 Penalty: 2835.314453
	Iteration 28F: 3 clusters Score -361458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Entering Unmasked Estep 
Score: -1101589.125000 Penalty: 1592.421143
	Iteration 0F: 2 clusters Score -1101589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1089201.000000 Penalty: 3184.842285
	Iteration 0F: 3 clusters Score -1089201 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1093680.750000 Penalty: 3184.842285
	Iteration 1F: 3 clusters Score -1093681 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1094118.750000 Penalty: 3184.842285
	Iteration 2F: 3 clusters Score -1094119 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1094584.000000 Penalty: 3184.842285
	Iteration 3F: 3 clusters Score -1094584 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1095093.500000 Penalty: 3184.842285
	Iteration 4F: 3 clusters Score -1095094 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1095668.000000 Penalty: 3184.842285
	Iteration 5F: 3 clusters Score -1095668 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1096274.000000 Penalty: 3184.842285
	Iteration 6F: 3 clusters Score -1096274 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1096966.250000 Penalty: 3184.842285
	Iteration 7F: 3 clusters Score -1096966 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1097638.750000 Penalty: 3184.842285
	Iteration 8F: 3 clusters Score -1097639 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1098158.625000 Penalty: 3184.842285
	Iteration 9Q: 3 clusters Score -1098159 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1098562.375000 Penalty: 3184.842285
	Iteration 10Q: 3 clusters Score -1098562 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1098825.625000 Penalty: 3184.842285
	Iteration 11Q: 3 clusters Score -1098826 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1099011.250000 Penalty: 3184.842285
	Iteration 12Q: 3 clusters Score -1099011 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1099123.875000 Penalty: 3184.842285
	Iteration 13Q: 3 clusters Score -1099124 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1099198.625000 Penalty: 3184.842285
	Iteration 14Q: 3 clusters Score -1099199 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1099253.125000 Penalty: 3184.842285
	Iteration 15Q: 3 clusters Score -1099253 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1099290.875000 Penalty: 3184.842285
	Iteration 16Q: 3 clusters Score -1099291 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1099320.625000 Penalty: 3184.842285
	Iteration 17Q: 3 clusters Score -1099321 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1099342.375000 Penalty: 3184.842285
	Iteration 18Q: 3 clusters Score -1099342 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1099360.000000 Penalty: 3184.842285
	Iteration 19Q: 3 clusters Score -1099360 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1099369.000000 Penalty: 3184.842285
	Iteration 20F: 3 clusters Score -1099369 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1099376.625000 Penalty: 3184.842285
	Iteration 21Q: 3 clusters Score -1099377 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1099388.000000 Penalty: 3184.842285
	Iteration 22Q: 3 clusters Score -1099388 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1099393.375000 Penalty: 3184.842285
	Iteration 23Q: 3 clusters Score -1099393 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1099409.625000 Penalty: 3184.842285
	Iteration 24Q: 3 clusters Score -1099410 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1099417.375000 Penalty: 3184.842285
	Iteration 25Q: 3 clusters Score -1099417 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1099422.250000 Penalty: 3184.842285
	Iteration 26Q: 3 clusters Score -1099422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1099422.500000 Penalty: 3184.842285
	Iteration 27Q: 3 clusters Score -1099422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1099428.000000 Penalty: 3184.842285
	Iteration 28Q: 3 clusters Score -1099428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1099432.000000 Penalty: 3184.842285
	Iteration 29Q: 3 clusters Score -1099432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1099435.625000 Penalty: 3184.842285
	Iteration 30Q: 3 clusters Score -1099436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1099432.250000 Penalty: 3184.842285
	Iteration 31Q: 3 clusters Score -1099432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1099436.375000 Penalty: 3184.842285
	Iteration 32Q: 3 clusters Score -1099436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1099436.875000 Penalty: 3184.842285
	Iteration 33Q: 3 clusters Score -1099437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1099438.375000 Penalty: 3184.842285
	Iteration 34Q: 3 clusters Score -1099438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1099439.750000 Penalty: 3184.842285
	Iteration 35Q: 3 clusters Score -1099440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1099440.875000 Penalty: 3184.842285
	Iteration 36Q: 3 clusters Score -1099441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1099441.125000 Penalty: 3184.842285
	Iteration 37Q: 3 clusters Score -1099441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1099441.875000 Penalty: 3184.842285
	Iteration 38Q: 3 clusters Score -1099442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1099444.500000 Penalty: 3184.842285
	Iteration 39Q: 3 clusters Score -1099444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1099448.375000 Penalty: 3184.842285
	Iteration 40F: 3 clusters Score -1099448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1099449.625000 Penalty: 3184.842285
	Iteration 41Q: 3 clusters Score -1099450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1099454.375000 Penalty: 3184.842285
	Iteration 42Q: 3 clusters Score -1099454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1099455.625000 Penalty: 3184.842285
	Iteration 43Q: 3 clusters Score -1099456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1099459.875000 Penalty: 3184.842285
	Iteration 44Q: 3 clusters Score -1099460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1099460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1099460.750000 Penalty: 3184.842285
	Iteration 46Q: 3 clusters Score -1099461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1099462.125000 Penalty: 3184.842285
	Iteration 47Q: 3 clusters Score -1099462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1099469.250000 Penalty: 3184.842285
	Iteration 48Q: 3 clusters Score -1099469 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1099472.750000 Penalty: 3184.842285
	Iteration 49Q: 3 clusters Score -1099473 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1099476.625000 Penalty: 3184.842285
	Iteration 50Q: 3 clusters Score -1099477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1099479.750000 Penalty: 3184.842285
	Iteration 51Q: 3 clusters Score -1099480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1099476.875000 Penalty: 3184.842285
	Iteration 52Q: 3 clusters Score -1099477 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1099478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1099478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1099483.875000 Penalty: 3184.842285
	Iteration 55Q: 3 clusters Score -1099484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1099489 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1099489 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1099491.750000 Penalty: 3184.842285
	Iteration 58Q: 3 clusters Score -1099492 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1099497.875000 Penalty: 3184.842285
	Iteration 59Q: 3 clusters Score -1099498 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1099506.750000 Penalty: 3184.842285
	Iteration 60F: 3 clusters Score -1099507 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1099520 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1099520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1099524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1099526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1099531.750000 Penalty: 3184.842285
	Iteration 65Q: 3 clusters Score -1099532 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1099533.750000 Penalty: 3184.842285
	Iteration 66Q: 3 clusters Score -1099534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1099538.625000 Penalty: 3184.842285
	Iteration 67Q: 3 clusters Score -1099539 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1099543.875000 Penalty: 3184.842285
	Iteration 68Q: 3 clusters Score -1099544 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1099548.875000 Penalty: 3184.842285
	Iteration 69Q: 3 clusters Score -1099549 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1099558.250000 Penalty: 3184.842285
	Iteration 70Q: 3 clusters Score -1099558 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1099567 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1099576.000000 Penalty: 3184.842285
	Iteration 72Q: 3 clusters Score -1099576 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1099583.750000 Penalty: 3184.842285
	Iteration 73Q: 3 clusters Score -1099584 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1099595.750000 Penalty: 3184.842285
	Iteration 74Q: 3 clusters Score -1099596 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1099606 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1099612.875000 Penalty: 3184.842285
	Iteration 76Q: 3 clusters Score -1099613 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1099620 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1099632.250000 Penalty: 3184.842285
	Iteration 78Q: 3 clusters Score -1099632 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1099634.375000 Penalty: 3184.842285
	Iteration 79Q: 3 clusters Score -1099634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1099644.375000 Penalty: 3184.842285
	Iteration 80F: 3 clusters Score -1099644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1099647.375000 Penalty: 3184.842285
	Iteration 81Q: 3 clusters Score -1099647 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1099650.000000 Penalty: 3184.842285
	Iteration 82Q: 3 clusters Score -1099650 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1099652.625000 Penalty: 3184.842285
	Iteration 83Q: 3 clusters Score -1099653 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1099657.000000 Penalty: 3184.842285
	Iteration 84Q: 3 clusters Score -1099657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1099659.375000 Penalty: 3184.842285
	Iteration 85Q: 3 clusters Score -1099659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1099663.125000 Penalty: 3184.842285
	Iteration 86Q: 3 clusters Score -1099663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1099667.125000 Penalty: 3184.842285
	Iteration 87Q: 3 clusters Score -1099667 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1099668.875000 Penalty: 3184.842285
	Iteration 88Q: 3 clusters Score -1099669 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1099675.250000 Penalty: 3184.842285
	Iteration 89Q: 3 clusters Score -1099675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1099674.875000 Penalty: 3184.842285
	Iteration 90Q: 3 clusters Score -1099675 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1099673 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1099677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1099679.750000 Penalty: 3184.842285
	Iteration 93Q: 3 clusters Score -1099680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1099683.250000 Penalty: 3184.842285
	Iteration 94Q: 3 clusters Score -1099683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1099684.750000 Penalty: 3184.842285
	Iteration 95Q: 3 clusters Score -1099685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1099683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1099690.875000 Penalty: 3184.842285
	Iteration 97Q: 3 clusters Score -1099691 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1099692.750000 Penalty: 3184.842285
	Iteration 98Q: 3 clusters Score -1099693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1099695.875000 Penalty: 3184.842285
	Iteration 99Q: 3 clusters Score -1099696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1099695.375000 Penalty: 3184.842285
	Iteration 100F: 3 clusters Score -1099695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1099703.375000 Penalty: 3184.842285
	Iteration 101Q: 3 clusters Score -1099703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1099703.250000 Penalty: 3184.842285
	Iteration 102Q: 3 clusters Score -1099703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1099703.125000 Penalty: 3184.842285
	Iteration 103Q: 3 clusters Score -1099703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1099707.875000 Penalty: 3184.842285
	Iteration 104Q: 3 clusters Score -1099708 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1099708.875000 Penalty: 3184.842285
	Iteration 105Q: 3 clusters Score -1099709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1099712.375000 Penalty: 3184.842285
	Iteration 106Q: 3 clusters Score -1099712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1099713.750000 Penalty: 3184.842285
	Iteration 107Q: 3 clusters Score -1099714 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1099713.625000 Penalty: 3184.842285
	Iteration 108Q: 3 clusters Score -1099714 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1099718.375000 Penalty: 3184.842285
	Iteration 109Q: 3 clusters Score -1099718 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1099719.000000 Penalty: 3184.842285
	Iteration 110Q: 3 clusters Score -1099719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1099722.625000 Penalty: 3184.842285
	Iteration 111Q: 3 clusters Score -1099723 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1099726.000000 Penalty: 3184.842285
	Iteration 112Q: 3 clusters Score -1099726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1099730.750000 Penalty: 3184.842285
	Iteration 113Q: 3 clusters Score -1099731 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
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Entering Unmasked Estep 
Score: -1099732.375000 Penalty: 3184.842285
	Iteration 114Q: 3 clusters Score -1099732 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
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Entering Unmasked Estep 
Score: -1099736.250000 Penalty: 3184.842285
	Iteration 115Q: 3 clusters Score -1099736 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1099737 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1099740.000000 Penalty: 3184.842285
	Iteration 117Q: 3 clusters Score -1099740 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1099742.500000 Penalty: 3184.842285
	Iteration 118Q: 3 clusters Score -1099742 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1099746.000000 Penalty: 3184.842285
	Iteration 119Q: 3 clusters Score -1099746 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1099747.625000 Penalty: 3184.842285
	Iteration 120F: 3 clusters Score -1099748 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1099749.875000 Penalty: 3184.842285
	Iteration 121Q: 3 clusters Score -1099750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1099751.250000 Penalty: 3184.842285
	Iteration 122Q: 3 clusters Score -1099751 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1099751.625000 Penalty: 3184.842285
	Iteration 123Q: 3 clusters Score -1099752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1099751.125000 Penalty: 3184.842285
	Iteration 124Q: 3 clusters Score -1099751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1099750.750000 Penalty: 3184.842285
	Iteration 125Q: 3 clusters Score -1099751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1099751.625000 Penalty: 3184.842285
	Iteration 126Q: 3 clusters Score -1099752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1099756.250000 Penalty: 3184.842285
	Iteration 127Q: 3 clusters Score -1099756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1099755.250000 Penalty: 3184.842285
	Iteration 128Q: 3 clusters Score -1099755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1099755.250000 Penalty: 3184.842285
	Iteration 129Q: 3 clusters Score -1099755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1099757.625000 Penalty: 3184.842285
	Iteration 130Q: 3 clusters Score -1099758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1099761.125000 Penalty: 3184.842285
	Iteration 131Q: 3 clusters Score -1099761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1099760.875000 Penalty: 3184.842285
	Iteration 132Q: 3 clusters Score -1099761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1099760.375000 Penalty: 3184.842285
	Iteration 133Q: 3 clusters Score -1099760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1099761.250000 Penalty: 3184.842285
	Iteration 134Q: 3 clusters Score -1099761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1099763.250000 Penalty: 3184.842285
	Iteration 135Q: 3 clusters Score -1099763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1099761.125000 Penalty: 3184.842285
	Iteration 136Q: 3 clusters Score -1099761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1099761.250000 Penalty: 3184.842285
	Iteration 137Q: 3 clusters Score -1099761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1099763.125000 Penalty: 3184.842285
	Iteration 138Q: 3 clusters Score -1099763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1099764.000000 Penalty: 3184.842285
	Iteration 139Q: 3 clusters Score -1099764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1099767.625000 Penalty: 3184.842285
	Iteration 140F: 3 clusters Score -1099768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1099772.625000 Penalty: 3184.842285
	Iteration 141Q: 3 clusters Score -1099773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1099776.375000 Penalty: 3184.842285
	Iteration 142Q: 3 clusters Score -1099776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1099779.875000 Penalty: 3184.842285
	Iteration 143Q: 3 clusters Score -1099780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1099779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1099781.750000 Penalty: 3184.842285
	Iteration 145Q: 3 clusters Score -1099782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1099788 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1099793.250000 Penalty: 3184.842285
	Iteration 147Q: 3 clusters Score -1099793 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1099798.750000 Penalty: 3184.842285
	Iteration 148Q: 3 clusters Score -1099799 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1099803.875000 Penalty: 3184.842285
	Iteration 149Q: 3 clusters Score -1099804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1099810.625000 Penalty: 3184.842285
	Iteration 150Q: 3 clusters Score -1099811 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1099815.000000 Penalty: 3184.842285
	Iteration 151Q: 3 clusters Score -1099815 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1099821.375000 Penalty: 3184.842285
	Iteration 152Q: 3 clusters Score -1099821 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1099823.875000 Penalty: 3184.842285
	Iteration 153Q: 3 clusters Score -1099824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1099825.875000 Penalty: 3184.842285
	Iteration 154Q: 3 clusters Score -1099826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1099827.750000 Penalty: 3184.842285
	Iteration 155Q: 3 clusters Score -1099828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1099828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1099831.250000 Penalty: 3184.842285
	Iteration 157Q: 3 clusters Score -1099831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1099833.250000 Penalty: 3184.842285
	Iteration 158Q: 3 clusters Score -1099833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1099833.875000 Penalty: 3184.842285
	Iteration 159Q: 3 clusters Score -1099834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1099834.375000 Penalty: 3184.842285
	Iteration 160F: 3 clusters Score -1099834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1099836.500000 Penalty: 3184.842285
	Iteration 161Q: 3 clusters Score -1099836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1099839.125000 Penalty: 3184.842285
	Iteration 162Q: 3 clusters Score -1099839 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1099843.500000 Penalty: 3184.842285
	Iteration 163Q: 3 clusters Score -1099844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1099845.375000 Penalty: 3184.842285
	Iteration 164Q: 3 clusters Score -1099845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1099847.500000 Penalty: 3184.842285
	Iteration 165Q: 3 clusters Score -1099848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1099851.375000 Penalty: 3184.842285
	Iteration 166Q: 3 clusters Score -1099851 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1099856.625000 Penalty: 3184.842285
	Iteration 167Q: 3 clusters Score -1099857 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1099861.750000 Penalty: 3184.842285
	Iteration 168Q: 3 clusters Score -1099862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1099863.875000 Penalty: 3184.842285
	Iteration 169Q: 3 clusters Score -1099864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1099865.625000 Penalty: 3184.842285
	Iteration 170Q: 3 clusters Score -1099866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1099866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1099870.000000 Penalty: 3184.842285
	Iteration 172Q: 3 clusters Score -1099870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1099876.625000 Penalty: 3184.842285
	Iteration 173Q: 3 clusters Score -1099877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1099875.750000 Penalty: 3184.842285
	Iteration 174Q: 3 clusters Score -1099876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1099877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1099883.000000 Penalty: 3184.842285
	Iteration 176Q: 3 clusters Score -1099883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1099888.125000 Penalty: 3184.842285
	Iteration 177Q: 3 clusters Score -1099888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1099891.125000 Penalty: 3184.842285
	Iteration 178Q: 3 clusters Score -1099891 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1099895 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1099897.000000 Penalty: 3184.842285
	Iteration 180F: 3 clusters Score -1099897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1099902.250000 Penalty: 3184.842285
	Iteration 181Q: 3 clusters Score -1099902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1099905.625000 Penalty: 3184.842285
	Iteration 182Q: 3 clusters Score -1099906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1099905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1099907.375000 Penalty: 3184.842285
	Iteration 184Q: 3 clusters Score -1099907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1099910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1099912.500000 Penalty: 3184.842285
	Iteration 186Q: 3 clusters Score -1099912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1099915.625000 Penalty: 3184.842285
	Iteration 187Q: 3 clusters Score -1099916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1099919.875000 Penalty: 3184.842285
	Iteration 188Q: 3 clusters Score -1099920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1099925.625000 Penalty: 3184.842285
	Iteration 189Q: 3 clusters Score -1099926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1099925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1099926.000000 Penalty: 3184.842285
	Iteration 191Q: 3 clusters Score -1099926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1099924.625000 Penalty: 3184.842285
	Iteration 192Q: 3 clusters Score -1099925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1099929.250000 Penalty: 3184.842285
	Iteration 193Q: 3 clusters Score -1099929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1099930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1099936.250000 Penalty: 3184.842285
	Iteration 195Q: 3 clusters Score -1099936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1099938.750000 Penalty: 3184.842285
	Iteration 196Q: 3 clusters Score -1099939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1099945.500000 Penalty: 3184.842285
	Iteration 197Q: 3 clusters Score -1099946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1099949.250000 Penalty: 3184.842285
	Iteration 198Q: 3 clusters Score -1099949 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1099955.375000 Penalty: 3184.842285
	Iteration 199Q: 3 clusters Score -1099955 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1099961.500000 Penalty: 3184.842285
	Iteration 200F: 3 clusters Score -1099962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1099964.750000 Penalty: 3184.842285
	Iteration 201Q: 3 clusters Score -1099965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -1099968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1099974.000000 Penalty: 3184.842285
	Iteration 203Q: 3 clusters Score -1099974 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -1099973 nChanged 21
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Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -1099974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1099980.000000 Penalty: 3184.842285
	Iteration 206Q: 3 clusters Score -1099980 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1099981.500000 Penalty: 3184.842285
	Iteration 207Q: 3 clusters Score -1099982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1099982.875000 Penalty: 3184.842285
	Iteration 208Q: 3 clusters Score -1099983 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14512 members 
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -1099983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1099984.125000 Penalty: 3184.842285
	Iteration 210Q: 3 clusters Score -1099984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1099992.000000 Penalty: 3184.842285
	Iteration 211Q: 3 clusters Score -1099992 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1099996.125000 Penalty: 3184.842285
	Iteration 212Q: 3 clusters Score -1099996 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1100011.125000 Penalty: 3184.842285
	Iteration 213Q: 3 clusters Score -1100011 nChanged 44
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Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1100025.875000 Penalty: 3184.842285
	Iteration 214Q: 3 clusters Score -1100026 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1100043.250000 Penalty: 3184.842285
	Iteration 215Q: 3 clusters Score -1100043 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1100055.500000 Penalty: 3184.842285
	Iteration 216Q: 3 clusters Score -1100056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1100066.375000 Penalty: 3184.842285
	Iteration 217Q: 3 clusters Score -1100066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1100073.625000 Penalty: 3184.842285
	Iteration 218Q: 3 clusters Score -1100074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1100081.875000 Penalty: 3184.842285
	Iteration 219Q: 3 clusters Score -1100082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1100085.875000 Penalty: 3184.842285
	Iteration 220F: 3 clusters Score -1100086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1100090.000000 Penalty: 3184.842285
	Iteration 221Q: 3 clusters Score -1100090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1100096.625000 Penalty: 3184.842285
	Iteration 222Q: 3 clusters Score -1100097 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1100099.125000 Penalty: 3184.842285
	Iteration 223Q: 3 clusters Score -1100099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1100102.000000 Penalty: 3184.842285
	Iteration 224Q: 3 clusters Score -1100102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1100108.750000 Penalty: 3184.842285
	Iteration 225Q: 3 clusters Score -1100109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1100113.000000 Penalty: 3184.842285
	Iteration 226Q: 3 clusters Score -1100113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1100119.000000 Penalty: 3184.842285
	Iteration 227Q: 3 clusters Score -1100119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1100125.875000 Penalty: 3184.842285
	Iteration 228Q: 3 clusters Score -1100126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1100128.625000 Penalty: 3184.842285
	Iteration 229Q: 3 clusters Score -1100129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1100130.875000 Penalty: 3184.842285
	Iteration 230Q: 3 clusters Score -1100131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1100133.875000 Penalty: 3184.842285
	Iteration 231Q: 3 clusters Score -1100134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1100137.625000 Penalty: 3184.842285
	Iteration 232Q: 3 clusters Score -1100138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1100138.625000 Penalty: 3184.842285
	Iteration 233Q: 3 clusters Score -1100139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1100141.500000 Penalty: 3184.842285
	Iteration 234Q: 3 clusters Score -1100142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1100145.750000 Penalty: 3184.842285
	Iteration 235Q: 3 clusters Score -1100146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1100148.625000 Penalty: 3184.842285
	Iteration 236Q: 3 clusters Score -1100149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1100151.375000 Penalty: 3184.842285
	Iteration 237Q: 3 clusters Score -1100151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1100156.125000 Penalty: 3184.842285
	Iteration 238Q: 3 clusters Score -1100156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1100157.375000 Penalty: 3184.842285
	Iteration 239Q: 3 clusters Score -1100157 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1100161.000000 Penalty: 3184.842285
	Iteration 240F: 3 clusters Score -1100161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1100166.375000 Penalty: 3184.842285
	Iteration 241Q: 3 clusters Score -1100166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1100166.500000 Penalty: 3184.842285
	Iteration 242Q: 3 clusters Score -1100166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1100172.500000 Penalty: 3184.842285
	Iteration 243Q: 3 clusters Score -1100172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1100174.875000 Penalty: 3184.842285
	Iteration 244Q: 3 clusters Score -1100175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1100178.500000 Penalty: 3184.842285
	Iteration 245Q: 3 clusters Score -1100178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1100183.000000 Penalty: 3184.842285
	Iteration 246Q: 3 clusters Score -1100183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1100184.250000 Penalty: 3184.842285
	Iteration 247Q: 3 clusters Score -1100184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1100185.125000 Penalty: 3184.842285
	Iteration 248Q: 3 clusters Score -1100185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1100188.500000 Penalty: 3184.842285
	Iteration 249Q: 3 clusters Score -1100188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1100190.250000 Penalty: 3184.842285
	Iteration 250Q: 3 clusters Score -1100190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1100192.625000 Penalty: 3184.842285
	Iteration 251Q: 3 clusters Score -1100193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1100196.375000 Penalty: 3184.842285
	Iteration 252Q: 3 clusters Score -1100196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1100195.875000 Penalty: 3184.842285
	Iteration 253Q: 3 clusters Score -1100196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1100199.875000 Penalty: 3184.842285
	Iteration 254Q: 3 clusters Score -1100200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1100202.250000 Penalty: 3184.842285
	Iteration 255Q: 3 clusters Score -1100202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1100205.375000 Penalty: 3184.842285
	Iteration 256Q: 3 clusters Score -1100205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1100208.625000 Penalty: 3184.842285
	Iteration 257Q: 3 clusters Score -1100209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1100209.250000 Penalty: 3184.842285
	Iteration 258Q: 3 clusters Score -1100209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1100210.000000 Penalty: 3184.842285
	Iteration 259Q: 3 clusters Score -1100210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1100213.375000 Penalty: 3184.842285
	Iteration 260F: 3 clusters Score -1100213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1100212.875000 Penalty: 3184.842285
	Iteration 261Q: 3 clusters Score -1100213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1100212.250000 Penalty: 3184.842285
	Iteration 262Q: 3 clusters Score -1100212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1100212.125000 Penalty: 3184.842285
	Iteration 263Q: 3 clusters Score -1100212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1100212.500000 Penalty: 3184.842285
	Iteration 264Q: 3 clusters Score -1100212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1100212.500000 Penalty: 3184.842285
	Iteration 265F: 3 clusters Score -1100212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80119 members 
Entering Unmasked Estep 
Score: -5127467.500000 Penalty: 1834.831055
	Iteration 0F: 2 clusters Score -5127468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -5074088.500000 Penalty: 3669.662109
	Iteration 0F: 3 clusters Score -5074088 nChanged 38016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -5096151.000000 Penalty: 3669.662109
	Iteration 1F: 3 clusters Score -5096151 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -5096812.500000 Penalty: 3669.662109
	Iteration 2Q: 3 clusters Score -5096812 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -5097717.500000 Penalty: 3669.662109
	Iteration 3Q: 3 clusters Score -5097718 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -5099225.500000 Penalty: 3669.662109
	Iteration 4Q: 3 clusters Score -5099226 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54017 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -5101887.000000 Penalty: 3669.662109
	Iteration 5F: 3 clusters Score -5101887 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -5106470.500000 Penalty: 3669.662109
	Iteration 6F: 3 clusters Score -5106470 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -5112828.000000 Penalty: 3669.662109
	Iteration 7F: 3 clusters Score -5112828 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73513 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -5119280.000000 Penalty: 3669.662109
	Iteration 8F: 3 clusters Score -5119280 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -5123505.500000 Penalty: 3669.662109
	Iteration 9F: 3 clusters Score -5123506 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79366 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5125141.500000 Penalty: 3669.662109
	Iteration 10Q: 3 clusters Score -5125142 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79827 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5125572.500000 Penalty: 3669.662109
	Iteration 11Q: 3 clusters Score -5125572 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79942 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -5125695.000000 Penalty: 3669.662109
	Iteration 12Q: 3 clusters Score -5125695 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79976 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -5125759.000000 Penalty: 3669.662109
	Iteration 13Q: 3 clusters Score -5125759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79982 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5125772.500000 Penalty: 3669.662109
	Iteration 14Q: 3 clusters Score -5125772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79984 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -5125785.000000 Penalty: 3669.662109
	Iteration 15Q: 3 clusters Score -5125785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79984 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -5125788.000000 Penalty: 3669.662109
	Iteration 16Q: 3 clusters Score -5125788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79986 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -5125802.000000 Penalty: 3669.662109
	Iteration 17Q: 3 clusters Score -5125802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79988 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -5125803.000000 Penalty: 3669.662109
	Iteration 18Q: 3 clusters Score -5125803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79988 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -5125803.000000 Penalty: 3669.662109
	Iteration 19F: 3 clusters Score -5125803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Entering Unmasked Estep 
Score: -120996.023438 Penalty: 1235.876221
	Iteration 0F: 2 clusters Score -120996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -118874.304688 Penalty: 2471.752441
	Iteration 0F: 3 clusters Score -118874.3 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -119334.984375 Penalty: 2471.752441
	Iteration 1F: 3 clusters Score -119335 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -119459.242188 Penalty: 2471.752441
	Iteration 2F: 3 clusters Score -119459.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -119518.296875 Penalty: 2471.752441
	Iteration 3Q: 3 clusters Score -119518.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -119547.210938 Penalty: 2471.752441
	Iteration 4Q: 3 clusters Score -119547.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -119562.335938 Penalty: 2471.752441
	Iteration 5Q: 3 clusters Score -119562.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -119572.203125 Penalty: 2471.752441
	Iteration 6Q: 3 clusters Score -119572.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -119581.234375 Penalty: 2471.752441
	Iteration 7Q: 3 clusters Score -119581.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -119589.218750 Penalty: 2471.752441
	Iteration 8Q: 3 clusters Score -119589.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -119593.726562 Penalty: 2471.752441
	Iteration 9Q: 3 clusters Score -119593.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -119596.796875 Penalty: 2471.752441
	Iteration 10Q: 3 clusters Score -119596.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -119599.390625 Penalty: 2471.752441
	Iteration 11Q: 3 clusters Score -119599.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -119602.187500 Penalty: 2471.752441
	Iteration 12Q: 3 clusters Score -119602.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -119604.226562 Penalty: 2471.752441
	Iteration 13Q: 3 clusters Score -119604.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -119606.414062 Penalty: 2471.752441
	Iteration 14Q: 3 clusters Score -119606.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -119606.679688 Penalty: 2471.752441
	Iteration 15Q: 3 clusters Score -119606.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -119606.679688 Penalty: 2471.752441
	Iteration 16F: 3 clusters Score -119606.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -292451.781250 Penalty: 1370.776733
	Iteration 0F: 2 clusters Score -292451.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -288687.312500 Penalty: 2741.553467
	Iteration 0F: 3 clusters Score -288687.3 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -289723.562500 Penalty: 2741.553467
	Iteration 1F: 3 clusters Score -289723.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -289901.187500 Penalty: 2741.553467
	Iteration 2F: 3 clusters Score -289901.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -290020.156250 Penalty: 2741.553467
	Iteration 3F: 3 clusters Score -290020.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -290102.937500 Penalty: 2741.553467
	Iteration 4Q: 3 clusters Score -290102.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -290181.312500 Penalty: 2741.553467
	Iteration 5Q: 3 clusters Score -290181.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -290253.250000 Penalty: 2741.553467
	Iteration 6Q: 3 clusters Score -290253.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -290313.531250 Penalty: 2741.553467
	Iteration 7Q: 3 clusters Score -290313.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -290361.250000 Penalty: 2741.553467
	Iteration 8Q: 3 clusters Score -290361.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -290420.812500 Penalty: 2741.553467
	Iteration 9Q: 3 clusters Score -290420.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -290487.750000 Penalty: 2741.553467
	Iteration 10Q: 3 clusters Score -290487.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -290547.312500 Penalty: 2741.553467
	Iteration 11Q: 3 clusters Score -290547.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -290608.562500 Penalty: 2741.553467
	Iteration 12Q: 3 clusters Score -290608.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -290670.031250 Penalty: 2741.553467
	Iteration 13Q: 3 clusters Score -290670 nChanged 89
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: -290730.875000 Penalty: 2741.553467
	Iteration 14Q: 3 clusters Score -290730.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -290798.843750 Penalty: 2741.553467
	Iteration 15Q: 3 clusters Score -290798.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -290853.468750 Penalty: 2741.553467
	Iteration 16Q: 3 clusters Score -290853.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -290901.625000 Penalty: 2741.553467
	Iteration 17Q: 3 clusters Score -290901.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -290944.843750 Penalty: 2741.553467
	Iteration 18Q: 3 clusters Score -290944.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -290995.812500 Penalty: 2741.553467
	Iteration 19Q: 3 clusters Score -290995.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -291050.718750 Penalty: 2741.553467
	Iteration 20F: 3 clusters Score -291050.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -291081.687500 Penalty: 2741.553467
	Iteration 21Q: 3 clusters Score -291081.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -291108.687500 Penalty: 2741.553467
	Iteration 22Q: 3 clusters Score -291108.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -291129.156250 Penalty: 2741.553467
	Iteration 23Q: 3 clusters Score -291129.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -291145.375000 Penalty: 2741.553467
	Iteration 24Q: 3 clusters Score -291145.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -291157.937500 Penalty: 2741.553467
	Iteration 25Q: 3 clusters Score -291157.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -291168.000000 Penalty: 2741.553467
	Iteration 26Q: 3 clusters Score -291168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -291178.343750 Penalty: 2741.553467
	Iteration 27Q: 3 clusters Score -291178.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -291187.468750 Penalty: 2741.553467
	Iteration 28Q: 3 clusters Score -291187.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -291199.156250 Penalty: 2741.553467
	Iteration 29Q: 3 clusters Score -291199.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -291210.593750 Penalty: 2741.553467
	Iteration 30Q: 3 clusters Score -291210.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -291217.500000 Penalty: 2741.553467
	Iteration 31Q: 3 clusters Score -291217.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -291227.750000 Penalty: 2741.553467
	Iteration 32Q: 3 clusters Score -291227.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -291240.312500 Penalty: 2741.553467
	Iteration 33Q: 3 clusters Score -291240.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -291248.750000 Penalty: 2741.553467
	Iteration 34Q: 3 clusters Score -291248.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -291250.750000 Penalty: 2741.553467
	Iteration 35Q: 3 clusters Score -291250.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -291254.968750 Penalty: 2741.553467
	Iteration 36Q: 3 clusters Score -291255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -291260.312500 Penalty: 2741.553467
	Iteration 37Q: 3 clusters Score -291260.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -291264.875000 Penalty: 2741.553467
	Iteration 38Q: 3 clusters Score -291264.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -291267.500000 Penalty: 2741.553467
	Iteration 39Q: 3 clusters Score -291267.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -291268.312500 Penalty: 2741.553467
	Iteration 40F: 3 clusters Score -291268.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -291269.437500 Penalty: 2741.553467
	Iteration 41Q: 3 clusters Score -291269.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -291269.437500 Penalty: 2741.553467
	Iteration 42F: 3 clusters Score -291269.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Entering Unmasked Estep 
Score: -778759.562500 Penalty: 1538.675781
	Iteration 0F: 2 clusters Score -778759.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -769756.125000 Penalty: 3077.351562
	Iteration 0F: 3 clusters Score -769756.1 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -772762.750000 Penalty: 3077.351562
	Iteration 1F: 3 clusters Score -772762.8 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -773099.937500 Penalty: 3077.351562
	Iteration 2F: 3 clusters Score -773099.9 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -773488.750000 Penalty: 3077.351562
	Iteration 3F: 3 clusters Score -773488.8 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -774009.437500 Penalty: 3077.351562
	Iteration 4F: 3 clusters Score -774009.4 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -774612.125000 Penalty: 3077.351562
	Iteration 5F: 3 clusters Score -774612.1 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -775156.312500 Penalty: 3077.351562
	Iteration 6F: 3 clusters Score -775156.3 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -775622.687500 Penalty: 3077.351562
	Iteration 7F: 3 clusters Score -775622.7 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -776043.937500 Penalty: 3077.351562
	Iteration 8F: 3 clusters Score -776043.9 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -776413.437500 Penalty: 3077.351562
	Iteration 9Q: 3 clusters Score -776413.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -776760.250000 Penalty: 3077.351562
	Iteration 10Q: 3 clusters Score -776760.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -777072.625000 Penalty: 3077.351562
	Iteration 11Q: 3 clusters Score -777072.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -777361.875000 Penalty: 3077.351562
	Iteration 12Q: 3 clusters Score -777361.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -777623.875000 Penalty: 3077.351562
	Iteration 13Q: 3 clusters Score -777623.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -777789.750000 Penalty: 3077.351562
	Iteration 14Q: 3 clusters Score -777789.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -777902.187500 Penalty: 3077.351562
	Iteration 15Q: 3 clusters Score -777902.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -777976.375000 Penalty: 3077.351562
	Iteration 16Q: 3 clusters Score -777976.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -778017.625000 Penalty: 3077.351562
	Iteration 17Q: 3 clusters Score -778017.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -778060.187500 Penalty: 3077.351562
	Iteration 18Q: 3 clusters Score -778060.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -778099.812500 Penalty: 3077.351562
	Iteration 19Q: 3 clusters Score -778099.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -778136.125000 Penalty: 3077.351562
	Iteration 20F: 3 clusters Score -778136.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -778173.187500 Penalty: 3077.351562
	Iteration 21Q: 3 clusters Score -778173.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -778201.187500 Penalty: 3077.351562
	Iteration 22Q: 3 clusters Score -778201.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -778218.375000 Penalty: 3077.351562
	Iteration 23Q: 3 clusters Score -778218.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -778233.625000 Penalty: 3077.351562
	Iteration 24Q: 3 clusters Score -778233.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -778247.625000 Penalty: 3077.351562
	Iteration 25Q: 3 clusters Score -778247.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -778252.250000 Penalty: 3077.351562
	Iteration 26Q: 3 clusters Score -778252.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -778262.437500 Penalty: 3077.351562
	Iteration 27Q: 3 clusters Score -778262.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -778265.000000 Penalty: 3077.351562
	Iteration 28Q: 3 clusters Score -778265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -778265.625000 Penalty: 3077.351562
	Iteration 29Q: 3 clusters Score -778265.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -778267.312500 Penalty: 3077.351562
	Iteration 30Q: 3 clusters Score -778267.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -778267.125000 Penalty: 3077.351562
	Iteration 31Q: 3 clusters Score -778267.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -778268.187500 Penalty: 3077.351562
	Iteration 32Q: 3 clusters Score -778268.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -778269.750000 Penalty: 3077.351562
	Iteration 33Q: 3 clusters Score -778269.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -778270.250000 Penalty: 3077.351562
	Iteration 34Q: 3 clusters Score -778270.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -778270.250000 Penalty: 3077.351562
	Iteration 35F: 3 clusters Score -778270.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Entering Unmasked Estep 
Score: -946239.375000 Penalty: 1570.939819
	Iteration 0F: 2 clusters Score -946239.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -935354.375000 Penalty: 3141.879639
	Iteration 0F: 3 clusters Score -935354.4 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -939353.750000 Penalty: 3141.879639
	Iteration 1F: 3 clusters Score -939353.8 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -939742.750000 Penalty: 3141.879639
	Iteration 2F: 3 clusters Score -939742.8 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -940099.062500 Penalty: 3141.879639
	Iteration 3F: 3 clusters Score -940099.1 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -940496.312500 Penalty: 3141.879639
	Iteration 4F: 3 clusters Score -940496.3 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -940958.375000 Penalty: 3141.879639
	Iteration 5F: 3 clusters Score -940958.4 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -941512.000000 Penalty: 3141.879639
	Iteration 6F: 3 clusters Score -941512 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -942185.187500 Penalty: 3141.879639
	Iteration 7F: 3 clusters Score -942185.2 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -942869.625000 Penalty: 3141.879639
	Iteration 8F: 3 clusters Score -942869.6 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -943510.125000 Penalty: 3141.879639
	Iteration 9Q: 3 clusters Score -943510.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -944045.687500 Penalty: 3141.879639
	Iteration 10Q: 3 clusters Score -944045.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -944475.000000 Penalty: 3141.879639
	Iteration 11Q: 3 clusters Score -944475 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -944769.937500 Penalty: 3141.879639
	Iteration 12Q: 3 clusters Score -944769.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -944950.500000 Penalty: 3141.879639
	Iteration 13Q: 3 clusters Score -944950.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -945077.187500 Penalty: 3141.879639
	Iteration 14Q: 3 clusters Score -945077.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -945154.312500 Penalty: 3141.879639
	Iteration 15Q: 3 clusters Score -945154.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -945215.750000 Penalty: 3141.879639
	Iteration 16Q: 3 clusters Score -945215.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -945256.812500 Penalty: 3141.879639
	Iteration 17Q: 3 clusters Score -945256.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -945289.187500 Penalty: 3141.879639
	Iteration 18Q: 3 clusters Score -945289.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -945306.812500 Penalty: 3141.879639
	Iteration 19Q: 3 clusters Score -945306.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -945320.000000 Penalty: 3141.879639
	Iteration 20F: 3 clusters Score -945320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -945324.625000 Penalty: 3141.879639
	Iteration 21Q: 3 clusters Score -945324.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -945329.000000 Penalty: 3141.879639
	Iteration 22Q: 3 clusters Score -945329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -945335.125000 Penalty: 3141.879639
	Iteration 23Q: 3 clusters Score -945335.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -945338.187500 Penalty: 3141.879639
	Iteration 24Q: 3 clusters Score -945338.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -945342.000000 Penalty: 3141.879639
	Iteration 25Q: 3 clusters Score -945342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -945348.500000 Penalty: 3141.879639
	Iteration 26Q: 3 clusters Score -945348.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -945352.812500 Penalty: 3141.879639
	Iteration 27Q: 3 clusters Score -945352.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -945354.625000 Penalty: 3141.879639
	Iteration 28Q: 3 clusters Score -945354.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -945355.750000 Penalty: 3141.879639
	Iteration 29Q: 3 clusters Score -945355.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -945356.187500 Penalty: 3141.879639
	Iteration 30Q: 3 clusters Score -945356.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -945356.500000 Penalty: 3141.879639
	Iteration 31Q: 3 clusters Score -945356.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -945356.687500 Penalty: 3141.879639
	Iteration 32Q: 3 clusters Score -945356.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -945356.687500 Penalty: 3141.879639
	Iteration 33F: 3 clusters Score -945356.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Entering Unmasked Estep 
Score: -2561588.500000 Penalty: 1727.911987
	Iteration 0F: 2 clusters Score -2561588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2533595.500000 Penalty: 3455.823975
	Iteration 0F: 3 clusters Score -2533596 nChanged 19508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2544864.000000 Penalty: 3455.823975
	Iteration 1F: 3 clusters Score -2544864 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2545467.750000 Penalty: 3455.823975
	Iteration 2Q: 3 clusters Score -2545468 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -2546221.000000 Penalty: 3455.823975
	Iteration 3Q: 3 clusters Score -2546221 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2547214.250000 Penalty: 3455.823975
	Iteration 4F: 3 clusters Score -2547214 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2548666.000000 Penalty: 3455.823975
	Iteration 5F: 3 clusters Score -2548666 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2550751.750000 Penalty: 3455.823975
	Iteration 6F: 3 clusters Score -2550752 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2553321.500000 Penalty: 3455.823975
	Iteration 7F: 3 clusters Score -2553322 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2555919.250000 Penalty: 3455.823975
	Iteration 8F: 3 clusters Score -2555919 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2557829.000000 Penalty: 3455.823975
	Iteration 9Q: 3 clusters Score -2557829 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2558945.250000 Penalty: 3455.823975
	Iteration 10Q: 3 clusters Score -2558945 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2559485.750000 Penalty: 3455.823975
	Iteration 11Q: 3 clusters Score -2559486 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2559741.000000 Penalty: 3455.823975
	Iteration 12Q: 3 clusters Score -2559741 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2559882.250000 Penalty: 3455.823975
	Iteration 13Q: 3 clusters Score -2559882 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2559937.250000 Penalty: 3455.823975
	Iteration 14Q: 3 clusters Score -2559937 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2559982.750000 Penalty: 3455.823975
	Iteration 15Q: 3 clusters Score -2559983 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2560010.500000 Penalty: 3455.823975
	Iteration 16Q: 3 clusters Score -2560010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2560025.000000 Penalty: 3455.823975
	Iteration 17Q: 3 clusters Score -2560025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2560031.000000 Penalty: 3455.823975
	Iteration 18Q: 3 clusters Score -2560031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2560034.750000 Penalty: 3455.823975
	Iteration 19Q: 3 clusters Score -2560035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2560043.500000 Penalty: 3455.823975
	Iteration 20F: 3 clusters Score -2560044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2560045.750000 Penalty: 3455.823975
	Iteration 21Q: 3 clusters Score -2560046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2560064.000000 Penalty: 3455.823975
	Iteration 22Q: 3 clusters Score -2560064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2560071.000000 Penalty: 3455.823975
	Iteration 23Q: 3 clusters Score -2560071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2560075.000000 Penalty: 3455.823975
	Iteration 24Q: 3 clusters Score -2560075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2560078.000000 Penalty: 3455.823975
	Iteration 25Q: 3 clusters Score -2560078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2560077.250000 Penalty: 3455.823975
	Iteration 26Q: 3 clusters Score -2560077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2560081.250000 Penalty: 3455.823975
	Iteration 27Q: 3 clusters Score -2560081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2560080.500000 Penalty: 3455.823975
	Iteration 28Q: 3 clusters Score -2560080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2560084.250000 Penalty: 3455.823975
	Iteration 29Q: 3 clusters Score -2560084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2560085.750000 Penalty: 3455.823975
	Iteration 30Q: 3 clusters Score -2560086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2560085.750000 Penalty: 3455.823975
	Iteration 31F: 3 clusters Score -2560086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Entering Unmasked Estep 
Score: -230659.906250 Penalty: 1332.680664
	Iteration 0F: 2 clusters Score -230659.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -227603.546875 Penalty: 2665.361328
	Iteration 0F: 3 clusters Score -227603.5 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -228365.015625 Penalty: 2665.361328
	Iteration 1F: 3 clusters Score -228365 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -228503.750000 Penalty: 2665.361328
	Iteration 2F: 3 clusters Score -228503.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -228614.625000 Penalty: 2665.361328
	Iteration 3F: 3 clusters Score -228614.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -228695.546875 Penalty: 2665.361328
	Iteration 4Q: 3 clusters Score -228695.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -228767.093750 Penalty: 2665.361328
	Iteration 5Q: 3 clusters Score -228767.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -228826.859375 Penalty: 2665.361328
	Iteration 6Q: 3 clusters Score -228826.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -228879.234375 Penalty: 2665.361328
	Iteration 7Q: 3 clusters Score -228879.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -228922.500000 Penalty: 2665.361328
	Iteration 8Q: 3 clusters Score -228922.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -228968.593750 Penalty: 2665.361328
	Iteration 9Q: 3 clusters Score -228968.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -229002.625000 Penalty: 2665.361328
	Iteration 10Q: 3 clusters Score -229002.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -229037.078125 Penalty: 2665.361328
	Iteration 11Q: 3 clusters Score -229037.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -229073.796875 Penalty: 2665.361328
	Iteration 12Q: 3 clusters Score -229073.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -229116.609375 Penalty: 2665.361328
	Iteration 13Q: 3 clusters Score -229116.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -229147.250000 Penalty: 2665.361328
	Iteration 14Q: 3 clusters Score -229147.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -229177.015625 Penalty: 2665.361328
	Iteration 15Q: 3 clusters Score -229177 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -229201.953125 Penalty: 2665.361328
	Iteration 16Q: 3 clusters Score -229202 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -229220.125000 Penalty: 2665.361328
	Iteration 17Q: 3 clusters Score -229220.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -229235.859375 Penalty: 2665.361328
	Iteration 18Q: 3 clusters Score -229235.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -229250.671875 Penalty: 2665.361328
	Iteration 19Q: 3 clusters Score -229250.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -229264.109375 Penalty: 2665.361328
	Iteration 20F: 3 clusters Score -229264.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -229271.781250 Penalty: 2665.361328
	Iteration 21Q: 3 clusters Score -229271.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -229277.656250 Penalty: 2665.361328
	Iteration 22Q: 3 clusters Score -229277.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -229282.453125 Penalty: 2665.361328
	Iteration 23Q: 3 clusters Score -229282.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -229287.890625 Penalty: 2665.361328
	Iteration 24Q: 3 clusters Score -229287.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -229291.687500 Penalty: 2665.361328
	Iteration 25Q: 3 clusters Score -229291.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -229293.281250 Penalty: 2665.361328
	Iteration 26Q: 3 clusters Score -229293.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -229295.437500 Penalty: 2665.361328
	Iteration 27Q: 3 clusters Score -229295.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -229298.734375 Penalty: 2665.361328
	Iteration 28Q: 3 clusters Score -229298.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -229300.578125 Penalty: 2665.361328
	Iteration 29Q: 3 clusters Score -229300.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -229302.468750 Penalty: 2665.361328
	Iteration 30Q: 3 clusters Score -229302.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -229304.062500 Penalty: 2665.361328
	Iteration 31Q: 3 clusters Score -229304.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -229307.109375 Penalty: 2665.361328
	Iteration 32Q: 3 clusters Score -229307.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -229309.953125 Penalty: 2665.361328
	Iteration 33Q: 3 clusters Score -229310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -229314.703125 Penalty: 2665.361328
	Iteration 34Q: 3 clusters Score -229314.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -229319.687500 Penalty: 2665.361328
	Iteration 35Q: 3 clusters Score -229319.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -229325.468750 Penalty: 2665.361328
	Iteration 36Q: 3 clusters Score -229325.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -229333.046875 Penalty: 2665.361328
	Iteration 37Q: 3 clusters Score -229333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -229339.234375 Penalty: 2665.361328
	Iteration 38Q: 3 clusters Score -229339.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -229343.890625 Penalty: 2665.361328
	Iteration 39Q: 3 clusters Score -229343.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -229347.062500 Penalty: 2665.361328
	Iteration 40F: 3 clusters Score -229347.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -229349.687500 Penalty: 2665.361328
	Iteration 41Q: 3 clusters Score -229349.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -229352.906250 Penalty: 2665.361328
	Iteration 42Q: 3 clusters Score -229352.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -229356.640625 Penalty: 2665.361328
	Iteration 43Q: 3 clusters Score -229356.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -229359.500000 Penalty: 2665.361328
	Iteration 44Q: 3 clusters Score -229359.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -229361.687500 Penalty: 2665.361328
	Iteration 45Q: 3 clusters Score -229361.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -229362.750000 Penalty: 2665.361328
	Iteration 46Q: 3 clusters Score -229362.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -229364.562500 Penalty: 2665.361328
	Iteration 47Q: 3 clusters Score -229364.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -229368.796875 Penalty: 2665.361328
	Iteration 48Q: 3 clusters Score -229368.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -229373.906250 Penalty: 2665.361328
	Iteration 49Q: 3 clusters Score -229373.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -229377.656250 Penalty: 2665.361328
	Iteration 50Q: 3 clusters Score -229377.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -229380.328125 Penalty: 2665.361328
	Iteration 51Q: 3 clusters Score -229380.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -229382.687500 Penalty: 2665.361328
	Iteration 52Q: 3 clusters Score -229382.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -229384.906250 Penalty: 2665.361328
	Iteration 53Q: 3 clusters Score -229384.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -229385.890625 Penalty: 2665.361328
	Iteration 54Q: 3 clusters Score -229385.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -229385.937500 Penalty: 2665.361328
	Iteration 55Q: 3 clusters Score -229385.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -229386.656250 Penalty: 2665.361328
	Iteration 56Q: 3 clusters Score -229386.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -229386.875000 Penalty: 2665.361328
	Iteration 57Q: 3 clusters Score -229386.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -229387.140625 Penalty: 2665.361328
	Iteration 58Q: 3 clusters Score -229387.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -229387.234375 Penalty: 2665.361328
	Iteration 59Q: 3 clusters Score -229387.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -229387.671875 Penalty: 2665.361328
	Iteration 60F: 3 clusters Score -229387.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -229388.234375 Penalty: 2665.361328
	Iteration 61Q: 3 clusters Score -229388.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -229388.031250 Penalty: 2665.361328
	Iteration 62Q: 3 clusters Score -229388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -229388.031250 Penalty: 2665.361328
	Iteration 63F: 3 clusters Score -229388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Entering Unmasked Estep 
Score: -137572.406250 Penalty: 1276.400024
	Iteration 0F: 2 clusters Score -137572.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -135148.437500 Penalty: 2552.800049
	Iteration 0F: 3 clusters Score -135148.4 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -135807.250000 Penalty: 2552.800049
	Iteration 1F: 3 clusters Score -135807.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -136044.312500 Penalty: 2552.800049
	Iteration 2F: 3 clusters Score -136044.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -136214.281250 Penalty: 2552.800049
	Iteration 3F: 3 clusters Score -136214.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -136336.500000 Penalty: 2552.800049
	Iteration 4F: 3 clusters Score -136336.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -136415.906250 Penalty: 2552.800049
	Iteration 5Q: 3 clusters Score -136415.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -136466.812500 Penalty: 2552.800049
	Iteration 6Q: 3 clusters Score -136466.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -136505.078125 Penalty: 2552.800049
	Iteration 7Q: 3 clusters Score -136505.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -136530.484375 Penalty: 2552.800049
	Iteration 8Q: 3 clusters Score -136530.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -136552.984375 Penalty: 2552.800049
	Iteration 9Q: 3 clusters Score -136553 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -136573.203125 Penalty: 2552.800049
	Iteration 10Q: 3 clusters Score -136573.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -136592.250000 Penalty: 2552.800049
	Iteration 11Q: 3 clusters Score -136592.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -136607.109375 Penalty: 2552.800049
	Iteration 12Q: 3 clusters Score -136607.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -136622.140625 Penalty: 2552.800049
	Iteration 13Q: 3 clusters Score -136622.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -136636.187500 Penalty: 2552.800049
	Iteration 14Q: 3 clusters Score -136636.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -136644.843750 Penalty: 2552.800049
	Iteration 15Q: 3 clusters Score -136644.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -136660.000000 Penalty: 2552.800049
	Iteration 16Q: 3 clusters Score -136660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -136673.265625 Penalty: 2552.800049
	Iteration 17Q: 3 clusters Score -136673.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -136687.296875 Penalty: 2552.800049
	Iteration 18Q: 3 clusters Score -136687.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -136703.406250 Penalty: 2552.800049
	Iteration 19Q: 3 clusters Score -136703.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -136713.296875 Penalty: 2552.800049
	Iteration 20F: 3 clusters Score -136713.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -136727.046875 Penalty: 2552.800049
	Iteration 21Q: 3 clusters Score -136727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -136740.859375 Penalty: 2552.800049
	Iteration 22Q: 3 clusters Score -136740.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -136756.765625 Penalty: 2552.800049
	Iteration 23Q: 3 clusters Score -136756.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -136767.109375 Penalty: 2552.800049
	Iteration 24Q: 3 clusters Score -136767.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -136778.000000 Penalty: 2552.800049
	Iteration 25Q: 3 clusters Score -136778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -136784.937500 Penalty: 2552.800049
	Iteration 26Q: 3 clusters Score -136784.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -136794.109375 Penalty: 2552.800049
	Iteration 27Q: 3 clusters Score -136794.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -136802.796875 Penalty: 2552.800049
	Iteration 28Q: 3 clusters Score -136802.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -136815.171875 Penalty: 2552.800049
	Iteration 29Q: 3 clusters Score -136815.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -136825.671875 Penalty: 2552.800049
	Iteration 30Q: 3 clusters Score -136825.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -136843.421875 Penalty: 2552.800049
	Iteration 31Q: 3 clusters Score -136843.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -136861.812500 Penalty: 2552.800049
	Iteration 32Q: 3 clusters Score -136861.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -136876.109375 Penalty: 2552.800049
	Iteration 33Q: 3 clusters Score -136876.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -136886.375000 Penalty: 2552.800049
	Iteration 34Q: 3 clusters Score -136886.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -136893.781250 Penalty: 2552.800049
	Iteration 35Q: 3 clusters Score -136893.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -136900.421875 Penalty: 2552.800049
	Iteration 36Q: 3 clusters Score -136900.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -136903.437500 Penalty: 2552.800049
	Iteration 37Q: 3 clusters Score -136903.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -136908.812500 Penalty: 2552.800049
	Iteration 38Q: 3 clusters Score -136908.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -136913.421875 Penalty: 2552.800049
	Iteration 39Q: 3 clusters Score -136913.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -136917.390625 Penalty: 2552.800049
	Iteration 40F: 3 clusters Score -136917.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -136919.750000 Penalty: 2552.800049
	Iteration 41Q: 3 clusters Score -136919.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -136923.093750 Penalty: 2552.800049
	Iteration 42Q: 3 clusters Score -136923.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -136926.593750 Penalty: 2552.800049
	Iteration 43Q: 3 clusters Score -136926.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -136930.031250 Penalty: 2552.800049
	Iteration 44Q: 3 clusters Score -136930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -136931.671875 Penalty: 2552.800049
	Iteration 45Q: 3 clusters Score -136931.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -136933.531250 Penalty: 2552.800049
	Iteration 46Q: 3 clusters Score -136933.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -136935.015625 Penalty: 2552.800049
	Iteration 47Q: 3 clusters Score -136935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -136936.468750 Penalty: 2552.800049
	Iteration 48Q: 3 clusters Score -136936.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -136938.953125 Penalty: 2552.800049
	Iteration 49Q: 3 clusters Score -136939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -136942.515625 Penalty: 2552.800049
	Iteration 50Q: 3 clusters Score -136942.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -136944.468750 Penalty: 2552.800049
	Iteration 51Q: 3 clusters Score -136944.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -136946.296875 Penalty: 2552.800049
	Iteration 52Q: 3 clusters Score -136946.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -136946.843750 Penalty: 2552.800049
	Iteration 53Q: 3 clusters Score -136946.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -136948.281250 Penalty: 2552.800049
	Iteration 54Q: 3 clusters Score -136948.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -136951.078125 Penalty: 2552.800049
	Iteration 55Q: 3 clusters Score -136951.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -136953.312500 Penalty: 2552.800049
	Iteration 56Q: 3 clusters Score -136953.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -136954.187500 Penalty: 2552.800049
	Iteration 57Q: 3 clusters Score -136954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -136955.093750 Penalty: 2552.800049
	Iteration 58Q: 3 clusters Score -136955.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -136956.062500 Penalty: 2552.800049
	Iteration 59Q: 3 clusters Score -136956.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -136956.062500 Penalty: 2552.800049
	Iteration 60F: 3 clusters Score -136956.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Entering Unmasked Estep 
Score: -309864.406250 Penalty: 1386.591309
	Iteration 0F: 2 clusters Score -309864.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -305787.406250 Penalty: 2773.182617
	Iteration 0F: 3 clusters Score -305787.4 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -306999.968750 Penalty: 2773.182617
	Iteration 1F: 3 clusters Score -307000 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -307224.406250 Penalty: 2773.182617
	Iteration 2F: 3 clusters Score -307224.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -307396.218750 Penalty: 2773.182617
	Iteration 3F: 3 clusters Score -307396.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -307500.062500 Penalty: 2773.182617
	Iteration 4Q: 3 clusters Score -307500.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -307578.906250 Penalty: 2773.182617
	Iteration 5Q: 3 clusters Score -307578.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -307651.687500 Penalty: 2773.182617
	Iteration 6Q: 3 clusters Score -307651.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -307732.250000 Penalty: 2773.182617
	Iteration 7Q: 3 clusters Score -307732.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -307801.281250 Penalty: 2773.182617
	Iteration 8Q: 3 clusters Score -307801.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -307864.968750 Penalty: 2773.182617
	Iteration 9Q: 3 clusters Score -307865 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -307925.125000 Penalty: 2773.182617
	Iteration 10Q: 3 clusters Score -307925.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -307996.218750 Penalty: 2773.182617
	Iteration 11Q: 3 clusters Score -307996.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -308076.062500 Penalty: 2773.182617
	Iteration 12Q: 3 clusters Score -308076.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -308145.125000 Penalty: 2773.182617
	Iteration 13Q: 3 clusters Score -308145.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -308228.687500 Penalty: 2773.182617
	Iteration 14Q: 3 clusters Score -308228.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -308296.437500 Penalty: 2773.182617
	Iteration 15Q: 3 clusters Score -308296.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -308353.468750 Penalty: 2773.182617
	Iteration 16Q: 3 clusters Score -308353.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -308393.375000 Penalty: 2773.182617
	Iteration 17Q: 3 clusters Score -308393.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -308424.687500 Penalty: 2773.182617
	Iteration 18Q: 3 clusters Score -308424.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -308452.625000 Penalty: 2773.182617
	Iteration 19Q: 3 clusters Score -308452.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -308479.187500 Penalty: 2773.182617
	Iteration 20F: 3 clusters Score -308479.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -308498.031250 Penalty: 2773.182617
	Iteration 21Q: 3 clusters Score -308498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -308509.875000 Penalty: 2773.182617
	Iteration 22Q: 3 clusters Score -308509.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -308518.500000 Penalty: 2773.182617
	Iteration 23Q: 3 clusters Score -308518.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -308527.406250 Penalty: 2773.182617
	Iteration 24Q: 3 clusters Score -308527.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -308541.875000 Penalty: 2773.182617
	Iteration 25Q: 3 clusters Score -308541.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -308557.968750 Penalty: 2773.182617
	Iteration 26Q: 3 clusters Score -308558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -308567.687500 Penalty: 2773.182617
	Iteration 27Q: 3 clusters Score -308567.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -308573.687500 Penalty: 2773.182617
	Iteration 28Q: 3 clusters Score -308573.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -308579.062500 Penalty: 2773.182617
	Iteration 29Q: 3 clusters Score -308579.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -308583.125000 Penalty: 2773.182617
	Iteration 30Q: 3 clusters Score -308583.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -308588.718750 Penalty: 2773.182617
	Iteration 31Q: 3 clusters Score -308588.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -308597.281250 Penalty: 2773.182617
	Iteration 32Q: 3 clusters Score -308597.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -308603.843750 Penalty: 2773.182617
	Iteration 33Q: 3 clusters Score -308603.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -308608.750000 Penalty: 2773.182617
	Iteration 34Q: 3 clusters Score -308608.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -308615.031250 Penalty: 2773.182617
	Iteration 35Q: 3 clusters Score -308615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -308618.156250 Penalty: 2773.182617
	Iteration 36Q: 3 clusters Score -308618.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -308621.468750 Penalty: 2773.182617
	Iteration 37Q: 3 clusters Score -308621.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -308624.937500 Penalty: 2773.182617
	Iteration 38Q: 3 clusters Score -308624.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -308628.593750 Penalty: 2773.182617
	Iteration 39Q: 3 clusters Score -308628.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -308632.468750 Penalty: 2773.182617
	Iteration 40F: 3 clusters Score -308632.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -308634.906250 Penalty: 2773.182617
	Iteration 41Q: 3 clusters Score -308634.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -308638.281250 Penalty: 2773.182617
	Iteration 42Q: 3 clusters Score -308638.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -308641.437500 Penalty: 2773.182617
	Iteration 43Q: 3 clusters Score -308641.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -308644.312500 Penalty: 2773.182617
	Iteration 44Q: 3 clusters Score -308644.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -308647.187500 Penalty: 2773.182617
	Iteration 45Q: 3 clusters Score -308647.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -308648.375000 Penalty: 2773.182617
	Iteration 46Q: 3 clusters Score -308648.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -308651.906250 Penalty: 2773.182617
	Iteration 47Q: 3 clusters Score -308651.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -308654.375000 Penalty: 2773.182617
	Iteration 48Q: 3 clusters Score -308654.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -308656.781250 Penalty: 2773.182617
	Iteration 49Q: 3 clusters Score -308656.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -308660.750000 Penalty: 2773.182617
	Iteration 50Q: 3 clusters Score -308660.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -308664.375000 Penalty: 2773.182617
	Iteration 51Q: 3 clusters Score -308664.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -308668.250000 Penalty: 2773.182617
	Iteration 52Q: 3 clusters Score -308668.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -308671.937500 Penalty: 2773.182617
	Iteration 53Q: 3 clusters Score -308671.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -308673.375000 Penalty: 2773.182617
	Iteration 54Q: 3 clusters Score -308673.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -308676.125000 Penalty: 2773.182617
	Iteration 55Q: 3 clusters Score -308676.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -308677.593750 Penalty: 2773.182617
	Iteration 56Q: 3 clusters Score -308677.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -308679.281250 Penalty: 2773.182617
	Iteration 57Q: 3 clusters Score -308679.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -308680.687500 Penalty: 2773.182617
	Iteration 58Q: 3 clusters Score -308680.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -308681.937500 Penalty: 2773.182617
	Iteration 59Q: 3 clusters Score -308681.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -308682.937500 Penalty: 2773.182617
	Iteration 60F: 3 clusters Score -308682.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -308684.625000 Penalty: 2773.182617
	Iteration 61Q: 3 clusters Score -308684.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -308685.875000 Penalty: 2773.182617
	Iteration 62Q: 3 clusters Score -308685.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -308690.156250 Penalty: 2773.182617
	Iteration 63Q: 3 clusters Score -308690.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -308691.250000 Penalty: 2773.182617
	Iteration 64Q: 3 clusters Score -308691.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -308691.250000 Penalty: 2773.182617
	Iteration 65F: 3 clusters Score -308691.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Entering Unmasked Estep 
Score: -1308616.750000 Penalty: 1609.072754
	Iteration 0F: 2 clusters Score -1308617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1294999.875000 Penalty: 3218.145508
	Iteration 0F: 3 clusters Score -1295000 nChanged 8952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1299898.625000 Penalty: 3218.145508
	Iteration 1F: 3 clusters Score -1299899 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1300281.875000 Penalty: 3218.145508
	Iteration 2Q: 3 clusters Score -1300282 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1300648.625000 Penalty: 3218.145508
	Iteration 3Q: 3 clusters Score -1300649 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1300983.125000 Penalty: 3218.145508
	Iteration 4Q: 3 clusters Score -1300983 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1301350.500000 Penalty: 3218.145508
	Iteration 5Q: 3 clusters Score -1301350 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1301703.500000 Penalty: 3218.145508
	Iteration 6Q: 3 clusters Score -1301704 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1302102.375000 Penalty: 3218.145508
	Iteration 7Q: 3 clusters Score -1302102 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1302575.375000 Penalty: 3218.145508
	Iteration 8Q: 3 clusters Score -1302575 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1303085.625000 Penalty: 3218.145508
	Iteration 9Q: 3 clusters Score -1303086 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1303598.125000 Penalty: 3218.145508
	Iteration 10Q: 3 clusters Score -1303598 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1304024.625000 Penalty: 3218.145508
	Iteration 11Q: 3 clusters Score -1304025 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1304351.125000 Penalty: 3218.145508
	Iteration 12Q: 3 clusters Score -1304351 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1304517.500000 Penalty: 3218.145508
	Iteration 13Q: 3 clusters Score -1304518 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1304603.000000 Penalty: 3218.145508
	Iteration 14Q: 3 clusters Score -1304603 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1304666.000000 Penalty: 3218.145508
	Iteration 15Q: 3 clusters Score -1304666 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1304693.250000 Penalty: 3218.145508
	Iteration 16Q: 3 clusters Score -1304693 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1304718.750000 Penalty: 3218.145508
	Iteration 17Q: 3 clusters Score -1304719 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1304738.750000 Penalty: 3218.145508
	Iteration 18Q: 3 clusters Score -1304739 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1304757.125000 Penalty: 3218.145508
	Iteration 19Q: 3 clusters Score -1304757 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1304775.625000 Penalty: 3218.145508
	Iteration 20F: 3 clusters Score -1304776 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1304786.500000 Penalty: 3218.145508
	Iteration 21Q: 3 clusters Score -1304786 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1304795.125000 Penalty: 3218.145508
	Iteration 22Q: 3 clusters Score -1304795 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1304805.250000 Penalty: 3218.145508
	Iteration 23Q: 3 clusters Score -1304805 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1304820.750000 Penalty: 3218.145508
	Iteration 24Q: 3 clusters Score -1304821 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1304829.375000 Penalty: 3218.145508
	Iteration 25Q: 3 clusters Score -1304829 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1304842.625000 Penalty: 3218.145508
	Iteration 26Q: 3 clusters Score -1304843 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1304847.750000 Penalty: 3218.145508
	Iteration 27Q: 3 clusters Score -1304848 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1304856.375000 Penalty: 3218.145508
	Iteration 28Q: 3 clusters Score -1304856 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1304863.125000 Penalty: 3218.145508
	Iteration 29Q: 3 clusters Score -1304863 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1304866.750000 Penalty: 3218.145508
	Iteration 30Q: 3 clusters Score -1304867 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1304872.250000 Penalty: 3218.145508
	Iteration 31Q: 3 clusters Score -1304872 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1304877.250000 Penalty: 3218.145508
	Iteration 32Q: 3 clusters Score -1304877 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1304886.625000 Penalty: 3218.145508
	Iteration 33Q: 3 clusters Score -1304887 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1304887.750000 Penalty: 3218.145508
	Iteration 34Q: 3 clusters Score -1304888 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1304893.250000 Penalty: 3218.145508
	Iteration 35Q: 3 clusters Score -1304893 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1304894.500000 Penalty: 3218.145508
	Iteration 36Q: 3 clusters Score -1304894 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1304904.875000 Penalty: 3218.145508
	Iteration 37Q: 3 clusters Score -1304905 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1304910.750000 Penalty: 3218.145508
	Iteration 38Q: 3 clusters Score -1304911 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1304922.250000 Penalty: 3218.145508
	Iteration 39Q: 3 clusters Score -1304922 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1304923.875000 Penalty: 3218.145508
	Iteration 40F: 3 clusters Score -1304924 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1304923.250000 Penalty: 3218.145508
	Iteration 41Q: 3 clusters Score -1304923 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1304928.250000 Penalty: 3218.145508
	Iteration 42Q: 3 clusters Score -1304928 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1304934.000000 Penalty: 3218.145508
	Iteration 43Q: 3 clusters Score -1304934 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1304944.000000 Penalty: 3218.145508
	Iteration 44Q: 3 clusters Score -1304944 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1304945.250000 Penalty: 3218.145508
	Iteration 45Q: 3 clusters Score -1304945 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1304955.000000 Penalty: 3218.145508
	Iteration 46Q: 3 clusters Score -1304955 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1304958.500000 Penalty: 3218.145508
	Iteration 47Q: 3 clusters Score -1304958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1304964.750000 Penalty: 3218.145508
	Iteration 48Q: 3 clusters Score -1304965 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1304963.750000 Penalty: 3218.145508
	Iteration 49Q: 3 clusters Score -1304964 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1304978.375000 Penalty: 3218.145508
	Iteration 50Q: 3 clusters Score -1304978 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1304991.875000 Penalty: 3218.145508
	Iteration 51Q: 3 clusters Score -1304992 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1305002.125000 Penalty: 3218.145508
	Iteration 52Q: 3 clusters Score -1305002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1305011.250000 Penalty: 3218.145508
	Iteration 53Q: 3 clusters Score -1305011 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1305015.250000 Penalty: 3218.145508
	Iteration 54Q: 3 clusters Score -1305015 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1305023.625000 Penalty: 3218.145508
	Iteration 55Q: 3 clusters Score -1305024 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1305029.625000 Penalty: 3218.145508
	Iteration 56Q: 3 clusters Score -1305030 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1305037.500000 Penalty: 3218.145508
	Iteration 57Q: 3 clusters Score -1305038 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1305045.000000 Penalty: 3218.145508
	Iteration 58Q: 3 clusters Score -1305045 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1305053.625000 Penalty: 3218.145508
	Iteration 59Q: 3 clusters Score -1305054 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1305060.250000 Penalty: 3218.145508
	Iteration 60F: 3 clusters Score -1305060 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1305072.000000 Penalty: 3218.145508
	Iteration 61Q: 3 clusters Score -1305072 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1305077.375000 Penalty: 3218.145508
	Iteration 62Q: 3 clusters Score -1305077 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1305083.500000 Penalty: 3218.145508
	Iteration 63Q: 3 clusters Score -1305084 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1305092.250000 Penalty: 3218.145508
	Iteration 64Q: 3 clusters Score -1305092 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1305100.125000 Penalty: 3218.145508
	Iteration 65Q: 3 clusters Score -1305100 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1305107.625000 Penalty: 3218.145508
	Iteration 66Q: 3 clusters Score -1305108 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1305113.125000 Penalty: 3218.145508
	Iteration 67Q: 3 clusters Score -1305113 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1305120.125000 Penalty: 3218.145508
	Iteration 68Q: 3 clusters Score -1305120 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1305118.875000 Penalty: 3218.145508
	Iteration 69Q: 3 clusters Score -1305119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1305126.000000 Penalty: 3218.145508
	Iteration 70Q: 3 clusters Score -1305126 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1305133.500000 Penalty: 3218.145508
	Iteration 71Q: 3 clusters Score -1305134 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1305143.375000 Penalty: 3218.145508
	Iteration 72Q: 3 clusters Score -1305143 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1305153.875000 Penalty: 3218.145508
	Iteration 73Q: 3 clusters Score -1305154 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1305162.000000 Penalty: 3218.145508
	Iteration 74Q: 3 clusters Score -1305162 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1305175.750000 Penalty: 3218.145508
	Iteration 75Q: 3 clusters Score -1305176 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1305180.625000 Penalty: 3218.145508
	Iteration 76Q: 3 clusters Score -1305181 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1305185.500000 Penalty: 3218.145508
	Iteration 77Q: 3 clusters Score -1305186 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1305192.250000 Penalty: 3218.145508
	Iteration 78Q: 3 clusters Score -1305192 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1305200.250000 Penalty: 3218.145508
	Iteration 79Q: 3 clusters Score -1305200 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1305210.250000 Penalty: 3218.145508
	Iteration 80F: 3 clusters Score -1305210 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1305218.500000 Penalty: 3218.145508
	Iteration 81Q: 3 clusters Score -1305218 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1305229.375000 Penalty: 3218.145508
	Iteration 82Q: 3 clusters Score -1305229 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1305250.625000 Penalty: 3218.145508
	Iteration 83Q: 3 clusters Score -1305251 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1305264.000000 Penalty: 3218.145508
	Iteration 84Q: 3 clusters Score -1305264 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1305278.000000 Penalty: 3218.145508
	Iteration 85Q: 3 clusters Score -1305278 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1305307.250000 Penalty: 3218.145508
	Iteration 86Q: 3 clusters Score -1305307 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1305338.250000 Penalty: 3218.145508
	Iteration 87Q: 3 clusters Score -1305338 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1305373.875000 Penalty: 3218.145508
	Iteration 88Q: 3 clusters Score -1305374 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1305408.875000 Penalty: 3218.145508
	Iteration 89Q: 3 clusters Score -1305409 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1305464.500000 Penalty: 3218.145508
	Iteration 90Q: 3 clusters Score -1305464 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1305522.500000 Penalty: 3218.145508
	Iteration 91Q: 3 clusters Score -1305522 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1305580 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1305648.750000 Penalty: 3218.145508
	Iteration 93Q: 3 clusters Score -1305649 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1305728.125000 Penalty: 3218.145508
	Iteration 94Q: 3 clusters Score -1305728 nChanged 215
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1305821 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1305918 nChanged 246
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1306027.375000 Penalty: 3218.145508
	Iteration 97Q: 3 clusters Score -1306027 nChanged 276
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1306160.625000 Penalty: 3218.145508
	Iteration 98Q: 3 clusters Score -1306161 nChanged 265
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1306280.750000 Penalty: 3218.145508
	Iteration 99Q: 3 clusters Score -1306281 nChanged 253
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1306402.250000 Penalty: 3218.145508
	Iteration 100F: 3 clusters Score -1306402 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1306528 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1306640.500000 Penalty: 3218.145508
	Iteration 102Q: 3 clusters Score -1306640 nChanged 186
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1306742.750000 Penalty: 3218.145508
	Iteration 103Q: 3 clusters Score -1306743 nChanged 158
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1306835.000000 Penalty: 3218.145508
	Iteration 104Q: 3 clusters Score -1306835 nChanged 138
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Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1306914 nChanged 109
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Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1306973.250000 Penalty: 3218.145508
	Iteration 106Q: 3 clusters Score -1306973 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1307018.125000 Penalty: 3218.145508
	Iteration 107Q: 3 clusters Score -1307018 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1307053.875000 Penalty: 3218.145508
	Iteration 108Q: 3 clusters Score -1307054 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1307077.500000 Penalty: 3218.145508
	Iteration 109Q: 3 clusters Score -1307078 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1307100.625000 Penalty: 3218.145508
	Iteration 110Q: 3 clusters Score -1307101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1307111.250000 Penalty: 3218.145508
	Iteration 111Q: 3 clusters Score -1307111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1307121.750000 Penalty: 3218.145508
	Iteration 112Q: 3 clusters Score -1307122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1307130.250000 Penalty: 3218.145508
	Iteration 113Q: 3 clusters Score -1307130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1307135.750000 Penalty: 3218.145508
	Iteration 114Q: 3 clusters Score -1307136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1307148.000000 Penalty: 3218.145508
	Iteration 115Q: 3 clusters Score -1307148 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1307158.750000 Penalty: 3218.145508
	Iteration 116Q: 3 clusters Score -1307159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1307168.625000 Penalty: 3218.145508
	Iteration 117Q: 3 clusters Score -1307169 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1307176.375000 Penalty: 3218.145508
	Iteration 118Q: 3 clusters Score -1307176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1307180.375000 Penalty: 3218.145508
	Iteration 119Q: 3 clusters Score -1307180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1307186.625000 Penalty: 3218.145508
	Iteration 120F: 3 clusters Score -1307187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1307189.750000 Penalty: 3218.145508
	Iteration 121Q: 3 clusters Score -1307190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1307190.625000 Penalty: 3218.145508
	Iteration 122Q: 3 clusters Score -1307191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1307190.625000 Penalty: 3218.145508
	Iteration 123F: 3 clusters Score -1307191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -93031.820312 Penalty: 1200.301514
	Iteration 0F: 2 clusters Score -93031.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -91208.875000 Penalty: 2400.603027
	Iteration 0F: 3 clusters Score -91208.88 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -91651.781250 Penalty: 2400.603027
	Iteration 1F: 3 clusters Score -91651.78 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -91777.726562 Penalty: 2400.603027
	Iteration 2F: 3 clusters Score -91777.73 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -91848.078125 Penalty: 2400.603027
	Iteration 3Q: 3 clusters Score -91848.08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -91893.929688 Penalty: 2400.603027
	Iteration 4Q: 3 clusters Score -91893.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -91915.375000 Penalty: 2400.603027
	Iteration 5Q: 3 clusters Score -91915.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -91927.351562 Penalty: 2400.603027
	Iteration 6Q: 3 clusters Score -91927.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -91936.921875 Penalty: 2400.603027
	Iteration 7Q: 3 clusters Score -91936.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -91946.156250 Penalty: 2400.603027
	Iteration 8Q: 3 clusters Score -91946.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -91957.390625 Penalty: 2400.603027
	Iteration 9Q: 3 clusters Score -91957.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -91968.968750 Penalty: 2400.603027
	Iteration 10Q: 3 clusters Score -91968.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -91980.039062 Penalty: 2400.603027
	Iteration 11Q: 3 clusters Score -91980.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -91985.890625 Penalty: 2400.603027
	Iteration 12Q: 3 clusters Score -91985.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -91990.062500 Penalty: 2400.603027
	Iteration 13Q: 3 clusters Score -91990.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -91995.445312 Penalty: 2400.603027
	Iteration 14Q: 3 clusters Score -91995.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -91999.828125 Penalty: 2400.603027
	Iteration 15Q: 3 clusters Score -91999.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -92002.968750 Penalty: 2400.603027
	Iteration 16Q: 3 clusters Score -92002.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -92003.351562 Penalty: 2400.603027
	Iteration 17Q: 3 clusters Score -92003.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -92003.351562 Penalty: 2400.603027
	Iteration 18F: 3 clusters Score -92003.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Entering Unmasked Estep 
Score: -338668.656250 Penalty: 1412.665894
	Iteration 0F: 2 clusters Score -338668.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -334120.625000 Penalty: 2825.331787
	Iteration 0F: 3 clusters Score -334120.6 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -335664.093750 Penalty: 2825.331787
	Iteration 1F: 3 clusters Score -335664.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -335960.312500 Penalty: 2825.331787
	Iteration 2F: 3 clusters Score -335960.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -336212.218750 Penalty: 2825.331787
	Iteration 3F: 3 clusters Score -336212.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -336455.875000 Penalty: 2825.331787
	Iteration 4F: 3 clusters Score -336455.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -336633.437500 Penalty: 2825.331787
	Iteration 5Q: 3 clusters Score -336633.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -336779.906250 Penalty: 2825.331787
	Iteration 6Q: 3 clusters Score -336779.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -336902.218750 Penalty: 2825.331787
	Iteration 7Q: 3 clusters Score -336902.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -337007.375000 Penalty: 2825.331787
	Iteration 8Q: 3 clusters Score -337007.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -337128.375000 Penalty: 2825.331787
	Iteration 9Q: 3 clusters Score -337128.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -337269.843750 Penalty: 2825.331787
	Iteration 10Q: 3 clusters Score -337269.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -337405.218750 Penalty: 2825.331787
	Iteration 11Q: 3 clusters Score -337405.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -337539.656250 Penalty: 2825.331787
	Iteration 12Q: 3 clusters Score -337539.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -337661.937500 Penalty: 2825.331787
	Iteration 13Q: 3 clusters Score -337661.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -337742.562500 Penalty: 2825.331787
	Iteration 14Q: 3 clusters Score -337742.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -337814.250000 Penalty: 2825.331787
	Iteration 15Q: 3 clusters Score -337814.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -337877.156250 Penalty: 2825.331787
	Iteration 16Q: 3 clusters Score -337877.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -337930.937500 Penalty: 2825.331787
	Iteration 17Q: 3 clusters Score -337930.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -337989.031250 Penalty: 2825.331787
	Iteration 18Q: 3 clusters Score -337989 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -338068.812500 Penalty: 2825.331787
	Iteration 19Q: 3 clusters Score -338068.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -338148.343750 Penalty: 2825.331787
	Iteration 20F: 3 clusters Score -338148.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -338194.750000 Penalty: 2825.331787
	Iteration 21Q: 3 clusters Score -338194.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -338220.031250 Penalty: 2825.331787
	Iteration 22Q: 3 clusters Score -338220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -338237.468750 Penalty: 2825.331787
	Iteration 23Q: 3 clusters Score -338237.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -338248.812500 Penalty: 2825.331787
	Iteration 24Q: 3 clusters Score -338248.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -338263.812500 Penalty: 2825.331787
	Iteration 25Q: 3 clusters Score -338263.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -338274.593750 Penalty: 2825.331787
	Iteration 26Q: 3 clusters Score -338274.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -338285.500000 Penalty: 2825.331787
	Iteration 27Q: 3 clusters Score -338285.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -338292.906250 Penalty: 2825.331787
	Iteration 28Q: 3 clusters Score -338292.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -338294.812500 Penalty: 2825.331787
	Iteration 29Q: 3 clusters Score -338294.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -338294.531250 Penalty: 2825.331787
	Iteration 30Q: 3 clusters Score -338294.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -338294.531250 Penalty: 2825.331787
	Iteration 31F: 3 clusters Score -338294.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4749 members 
Mstep: Class 3 contains 14521 members 
Mstep: Class 4 contains 3502 members 
Mstep: Class 5 contains 105372 members 
Mstep: Class 6 contains 11035 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 18025 members 
Mstep: Class 9 contains 80119 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 12949 members 
Mstep: Class 13 contains 15793 members 
Mstep: Class 14 contains 41494 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 19970 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 5963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333386.000000 Penalty: 41578.109375
Iteration 159Q: 21 clusters Score -2.133339e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4759 members 
Mstep: Class 3 contains 14541 members 
Mstep: Class 4 contains 3502 members 
Mstep: Class 5 contains 105329 members 
Mstep: Class 6 contains 11032 members 
Mstep: Class 7 contains 6148 members 
Mstep: Class 8 contains 18035 members 
Mstep: Class 9 contains 80099 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 12931 members 
Mstep: Class 13 contains 15793 members 
Mstep: Class 14 contains 41519 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 2567 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 18 contains 19974 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 5979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333320.000000 Penalty: 41578.109375
Iteration 160F: 21 clusters Score -2.133332e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4775 members 
Mstep: Class 3 contains 14557 members 
Mstep: Class 4 contains 3501 members 
Mstep: Class 5 contains 105294 members 
Mstep: Class 6 contains 11026 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 18043 members 
Mstep: Class 9 contains 80073 members 
Mstep: Class 10 contains 2010 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 12909 members 
Mstep: Class 13 contains 15801 members 
Mstep: Class 14 contains 41551 members 
Mstep: Class 15 contains 3662 members 
Mstep: Class 16 contains 2552 members 
Mstep: Class 17 contains 5082 members 
Mstep: Class 18 contains 19975 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 5997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333336.000000 Penalty: 41578.109375
Iteration 161Q: 21 clusters Score -2.133334e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4786 members 
Mstep: Class 3 contains 14567 members 
Mstep: Class 4 contains 3502 members 
Mstep: Class 5 contains 105233 members 
Mstep: Class 6 contains 11022 members 
Mstep: Class 7 contains 6148 members 
Mstep: Class 8 contains 18060 members 
Mstep: Class 9 contains 80048 members 
Mstep: Class 10 contains 2010 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 12894 members 
Mstep: Class 13 contains 15807 members 
Mstep: Class 14 contains 41583 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 2534 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 18 contains 19981 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 6030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333456.000000 Penalty: 41578.109375
Iteration 162Q: 21 clusters Score -2.133346e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 14583 members 
Mstep: Class 4 contains 3500 members 
Mstep: Class 5 contains 105154 members 
Mstep: Class 6 contains 11019 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 18076 members 
Mstep: Class 9 contains 80012 members 
Mstep: Class 10 contains 2010 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 12881 members 
Mstep: Class 13 contains 15801 members 
Mstep: Class 14 contains 41645 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 2524 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 18 contains 19991 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 6060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333474.000000 Penalty: 41578.109375
Iteration 163Q: 21 clusters Score -2.133347e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 14597 members 
Mstep: Class 4 contains 3499 members 
Mstep: Class 5 contains 105071 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 6151 members 
Mstep: Class 8 contains 18084 members 
Mstep: Class 9 contains 79979 members 
Mstep: Class 10 contains 2010 members 
Mstep: Class 11 contains 4609 members 
Mstep: Class 12 contains 12869 members 
Mstep: Class 13 contains 15801 members 
Mstep: Class 14 contains 41703 members 
Mstep: Class 15 contains 3694 members 
Mstep: Class 16 contains 2503 members 
Mstep: Class 17 contains 5082 members 
Mstep: Class 18 contains 20007 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 6081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333420.000000 Penalty: 41578.109375
Iteration 164Q: 21 clusters Score -2.133342e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4827 members 
Mstep: Class 3 contains 14605 members 
Mstep: Class 4 contains 3499 members 
Mstep: Class 5 contains 104996 members 
Mstep: Class 6 contains 11015 members 
Mstep: Class 7 contains 6154 members 
Mstep: Class 8 contains 18093 members 
Mstep: Class 9 contains 79940 members 
Mstep: Class 10 contains 2011 members 
Mstep: Class 11 contains 4609 members 
Mstep: Class 12 contains 12855 members 
Mstep: Class 13 contains 15795 members 
Mstep: Class 14 contains 41774 members 
Mstep: Class 15 contains 3711 members 
Mstep: Class 16 contains 2480 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 20006 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 6109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333454.000000 Penalty: 41578.109375
Iteration 165Q: 21 clusters Score -2.133345e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4852 members 
Mstep: Class 3 contains 14606 members 
Mstep: Class 4 contains 3499 members 
Mstep: Class 5 contains 104934 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 6154 members 
Mstep: Class 8 contains 18099 members 
Mstep: Class 9 contains 79911 members 
Mstep: Class 10 contains 2011 members 
Mstep: Class 11 contains 4606 members 
Mstep: Class 12 contains 12840 members 
Mstep: Class 13 contains 15803 members 
Mstep: Class 14 contains 41843 members 
Mstep: Class 15 contains 3723 members 
Mstep: Class 16 contains 2451 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 18 contains 20006 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 6133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333490.000000 Penalty: 41578.109375
Iteration 166Q: 21 clusters Score -2.133349e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4871 members 
Mstep: Class 3 contains 14613 members 
Mstep: Class 4 contains 3497 members 
Mstep: Class 5 contains 104838 members 
Mstep: Class 6 contains 11006 members 
Mstep: Class 7 contains 6156 members 
Mstep: Class 8 contains 18108 members 
Mstep: Class 9 contains 79883 members 
Mstep: Class 10 contains 2012 members 
Mstep: Class 11 contains 4605 members 
Mstep: Class 12 contains 12830 members 
Mstep: Class 13 contains 15806 members 
Mstep: Class 14 contains 41927 members 
Mstep: Class 15 contains 3730 members 
Mstep: Class 16 contains 2430 members 
Mstep: Class 17 contains 5082 members 
Mstep: Class 18 contains 20017 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 6155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333466.000000 Penalty: 41578.109375
Iteration 167Q: 21 clusters Score -2.133347e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4895 members 
Mstep: Class 3 contains 14621 members 
Mstep: Class 4 contains 3498 members 
Mstep: Class 5 contains 104741 members 
Mstep: Class 6 contains 11004 members 
Mstep: Class 7 contains 6155 members 
Mstep: Class 8 contains 18120 members 
Mstep: Class 9 contains 79866 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 12813 members 
Mstep: Class 13 contains 15805 members 
Mstep: Class 14 contains 42020 members 
Mstep: Class 15 contains 3736 members 
Mstep: Class 16 contains 2409 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 18 contains 20019 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 6169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333504.000000 Penalty: 41578.109375
Iteration 168Q: 21 clusters Score -2.13335e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4916 members 
Mstep: Class 3 contains 14638 members 
Mstep: Class 4 contains 3497 members 
Mstep: Class 5 contains 104648 members 
Mstep: Class 6 contains 11000 members 
Mstep: Class 7 contains 6160 members 
Mstep: Class 8 contains 18127 members 
Mstep: Class 9 contains 79848 members 
Mstep: Class 10 contains 2012 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 12799 members 
Mstep: Class 13 contains 15804 members 
Mstep: Class 14 contains 42124 members 
Mstep: Class 15 contains 3736 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20017 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 6179 members 
Entering Unmasked Estep 
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Iteration 169Q: 21 clusters Score -2.133361e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4941 members 
Mstep: Class 3 contains 14646 members 
Mstep: Class 4 contains 3494 members 
Mstep: Class 5 contains 104546 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 6165 members 
Mstep: Class 8 contains 18142 members 
Mstep: Class 9 contains 79820 members 
Mstep: Class 10 contains 2012 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 15802 members 
Mstep: Class 14 contains 42254 members 
Mstep: Class 15 contains 3740 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 5080 members 
Mstep: Class 18 contains 20021 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 6189 members 
Entering Unmasked Estep 
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Iteration 170Q: 21 clusters Score -2.13337e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4971 members 
Mstep: Class 3 contains 14655 members 
Mstep: Class 4 contains 3494 members 
Mstep: Class 5 contains 104444 members 
Mstep: Class 6 contains 10989 members 
Mstep: Class 7 contains 6173 members 
Mstep: Class 8 contains 18155 members 
Mstep: Class 9 contains 79786 members 
Mstep: Class 10 contains 2012 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 12753 members 
Mstep: Class 13 contains 15791 members 
Mstep: Class 14 contains 42377 members 
Mstep: Class 15 contains 3745 members 
Mstep: Class 16 contains 2307 members 
Mstep: Class 17 contains 5082 members 
Mstep: Class 18 contains 20023 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 6211 members 
Entering Unmasked Estep 
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Iteration 171Q: 21 clusters Score -2.133374e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5012 members 
Mstep: Class 3 contains 14667 members 
Mstep: Class 4 contains 3493 members 
Mstep: Class 5 contains 104315 members 
Mstep: Class 6 contains 10980 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 18157 members 
Mstep: Class 9 contains 79750 members 
Mstep: Class 10 contains 2014 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 12731 members 
Mstep: Class 13 contains 15786 members 
Mstep: Class 14 contains 42514 members 
Mstep: Class 15 contains 3754 members 
Mstep: Class 16 contains 2268 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 20033 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 6231 members 
Entering Unmasked Estep 
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Iteration 172Q: 21 clusters Score -2.133377e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 14673 members 
Mstep: Class 4 contains 3493 members 
Mstep: Class 5 contains 104176 members 
Mstep: Class 6 contains 10969 members 
Mstep: Class 7 contains 6188 members 
Mstep: Class 8 contains 18165 members 
Mstep: Class 9 contains 79704 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 12714 members 
Mstep: Class 13 contains 15774 members 
Mstep: Class 14 contains 42670 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 2239 members 
Mstep: Class 17 contains 5090 members 
Mstep: Class 18 contains 20031 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 6251 members 
Entering Unmasked Estep 
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Iteration 173Q: 21 clusters Score -2.133381e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5080 members 
Mstep: Class 3 contains 14693 members 
Mstep: Class 4 contains 3494 members 
Mstep: Class 5 contains 104017 members 
Mstep: Class 6 contains 10958 members 
Mstep: Class 7 contains 6191 members 
Mstep: Class 8 contains 18181 members 
Mstep: Class 9 contains 79662 members 
Mstep: Class 10 contains 2016 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 12696 members 
Mstep: Class 13 contains 15763 members 
Mstep: Class 14 contains 42838 members 
Mstep: Class 15 contains 3777 members 
Mstep: Class 16 contains 2211 members 
Mstep: Class 17 contains 5093 members 
Mstep: Class 18 contains 20029 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 20 contains 6275 members 
Entering Unmasked Estep 
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Iteration 174Q: 21 clusters Score -2.133392e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5105 members 
Mstep: Class 3 contains 14711 members 
Mstep: Class 4 contains 3494 members 
Mstep: Class 5 contains 103864 members 
Mstep: Class 6 contains 10938 members 
Mstep: Class 7 contains 6192 members 
Mstep: Class 8 contains 18203 members 
Mstep: Class 9 contains 79633 members 
Mstep: Class 10 contains 2017 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 12685 members 
Mstep: Class 13 contains 15754 members 
Mstep: Class 14 contains 42983 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 5094 members 
Mstep: Class 18 contains 20030 members 
Mstep: Class 19 contains 1604 members 
Mstep: Class 20 contains 6312 members 
Entering Unmasked Estep 
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Iteration 175Q: 21 clusters Score -2.133388e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5127 members 
Mstep: Class 3 contains 14740 members 
Mstep: Class 4 contains 3495 members 
Mstep: Class 5 contains 103729 members 
Mstep: Class 6 contains 10918 members 
Mstep: Class 7 contains 6196 members 
Mstep: Class 8 contains 18214 members 
Mstep: Class 9 contains 79615 members 
Mstep: Class 10 contains 2018 members 
Mstep: Class 11 contains 4595 members 
Mstep: Class 12 contains 12664 members 
Mstep: Class 13 contains 15732 members 
Mstep: Class 14 contains 43094 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 16 contains 2162 members 
Mstep: Class 17 contains 5095 members 
Mstep: Class 18 contains 20042 members 
Mstep: Class 19 contains 1600 members 
Mstep: Class 20 contains 6366 members 
Entering Unmasked Estep 
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Iteration 176Q: 21 clusters Score -2.133388e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5156 members 
Mstep: Class 3 contains 14762 members 
Mstep: Class 4 contains 3497 members 
Mstep: Class 5 contains 103591 members 
Mstep: Class 6 contains 10898 members 
Mstep: Class 7 contains 6200 members 
Mstep: Class 8 contains 18236 members 
Mstep: Class 9 contains 79581 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 12650 members 
Mstep: Class 13 contains 15710 members 
Mstep: Class 14 contains 43193 members 
Mstep: Class 15 contains 3783 members 
Mstep: Class 16 contains 2145 members 
Mstep: Class 17 contains 5103 members 
Mstep: Class 18 contains 20054 members 
Mstep: Class 19 contains 1593 members 
Mstep: Class 20 contains 6415 members 
Entering Unmasked Estep 
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Iteration 177Q: 21 clusters Score -2.133388e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5179 members 
Mstep: Class 3 contains 14784 members 
Mstep: Class 4 contains 3499 members 
Mstep: Class 5 contains 103449 members 
Mstep: Class 6 contains 10877 members 
Mstep: Class 7 contains 6200 members 
Mstep: Class 8 contains 18251 members 
Mstep: Class 9 contains 79544 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 12634 members 
Mstep: Class 13 contains 15699 members 
Mstep: Class 14 contains 43305 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 2129 members 
Mstep: Class 17 contains 5108 members 
Mstep: Class 18 contains 20072 members 
Mstep: Class 19 contains 1586 members 
Mstep: Class 20 contains 6461 members 
Entering Unmasked Estep 
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Iteration 178Q: 21 clusters Score -2.133403e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5193 members 
Mstep: Class 3 contains 14800 members 
Mstep: Class 4 contains 3501 members 
Mstep: Class 5 contains 103287 members 
Mstep: Class 6 contains 10858 members 
Mstep: Class 7 contains 6199 members 
Mstep: Class 8 contains 18265 members 
Mstep: Class 9 contains 79496 members 
Mstep: Class 10 contains 2018 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 12614 members 
Mstep: Class 13 contains 15694 members 
Mstep: Class 14 contains 43460 members 
Mstep: Class 15 contains 3801 members 
Mstep: Class 16 contains 2120 members 
Mstep: Class 17 contains 5109 members 
Mstep: Class 18 contains 20091 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 6497 members 
Entering Unmasked Estep 
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Iteration 179Q: 21 clusters Score -2.133402e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5207 members 
Mstep: Class 3 contains 14817 members 
Mstep: Class 4 contains 3503 members 
Mstep: Class 5 contains 103116 members 
Mstep: Class 6 contains 10842 members 
Mstep: Class 7 contains 6195 members 
Mstep: Class 8 contains 18288 members 
Mstep: Class 9 contains 79464 members 
Mstep: Class 10 contains 2018 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 12596 members 
Mstep: Class 13 contains 15696 members 
Mstep: Class 14 contains 43606 members 
Mstep: Class 15 contains 3802 members 
Mstep: Class 16 contains 2110 members 
Mstep: Class 17 contains 5106 members 
Mstep: Class 18 contains 20107 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 6532 members 
Entering Unmasked Estep 
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Iteration 180F: 21 clusters Score -2.133404e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5227 members 
Mstep: Class 3 contains 14833 members 
Mstep: Class 4 contains 3506 members 
Mstep: Class 5 contains 102887 members 
Mstep: Class 6 contains 10827 members 
Mstep: Class 7 contains 6196 members 
Mstep: Class 8 contains 18314 members 
Mstep: Class 9 contains 79457 members 
Mstep: Class 10 contains 2018 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 12575 members 
Mstep: Class 13 contains 15689 members 
Mstep: Class 14 contains 43799 members 
Mstep: Class 15 contains 3804 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 5099 members 
Mstep: Class 18 contains 20119 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 6558 members 
Entering Unmasked Estep 
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Iteration 181Q: 21 clusters Score -2.133413e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5234 members 
Mstep: Class 3 contains 14850 members 
Mstep: Class 4 contains 3514 members 
Mstep: Class 5 contains 102679 members 
Mstep: Class 6 contains 10815 members 
Mstep: Class 7 contains 6194 members 
Mstep: Class 8 contains 18329 members 
Mstep: Class 9 contains 79435 members 
Mstep: Class 10 contains 2018 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 12543 members 
Mstep: Class 13 contains 15676 members 
Mstep: Class 14 contains 43998 members 
Mstep: Class 15 contains 3810 members 
Mstep: Class 16 contains 2097 members 
Mstep: Class 17 contains 5097 members 
Mstep: Class 18 contains 20137 members 
Mstep: Class 19 contains 1574 members 
Mstep: Class 20 contains 6589 members 
Entering Unmasked Estep 
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Iteration 182Q: 21 clusters Score -2.133418e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5246 members 
Mstep: Class 3 contains 14866 members 
Mstep: Class 4 contains 3519 members 
Mstep: Class 5 contains 102432 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 6193 members 
Mstep: Class 8 contains 18355 members 
Mstep: Class 9 contains 79407 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 12512 members 
Mstep: Class 13 contains 15657 members 
Mstep: Class 14 contains 44205 members 
Mstep: Class 15 contains 3825 members 
Mstep: Class 16 contains 2087 members 
Mstep: Class 17 contains 5094 members 
Mstep: Class 18 contains 20166 members 
Mstep: Class 19 contains 1573 members 
Mstep: Class 20 contains 6624 members 
Entering Unmasked Estep 
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Iteration 183Q: 21 clusters Score -2.133419e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5252 members 
Mstep: Class 3 contains 14877 members 
Mstep: Class 4 contains 3522 members 
Mstep: Class 5 contains 102181 members 
Mstep: Class 6 contains 10795 members 
Mstep: Class 7 contains 6192 members 
Mstep: Class 8 contains 18376 members 
Mstep: Class 9 contains 79369 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 4595 members 
Mstep: Class 12 contains 12484 members 
Mstep: Class 13 contains 15642 members 
Mstep: Class 14 contains 44435 members 
Mstep: Class 15 contains 3837 members 
Mstep: Class 16 contains 2088 members 
Mstep: Class 17 contains 5092 members 
Mstep: Class 18 contains 20197 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 20 contains 6659 members 
Entering Unmasked Estep 
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Iteration 184Q: 21 clusters Score -2.133428e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5252 members 
Mstep: Class 3 contains 14902 members 
Mstep: Class 4 contains 3526 members 
Mstep: Class 5 contains 101957 members 
Mstep: Class 6 contains 10788 members 
Mstep: Class 7 contains 6188 members 
Mstep: Class 8 contains 18398 members 
Mstep: Class 9 contains 79310 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 12450 members 
Mstep: Class 13 contains 15635 members 
Mstep: Class 14 contains 44662 members 
Mstep: Class 15 contains 3855 members 
Mstep: Class 16 contains 2088 members 
Mstep: Class 17 contains 5087 members 
Mstep: Class 18 contains 20211 members 
Mstep: Class 19 contains 1566 members 
Mstep: Class 20 contains 6689 members 
Entering Unmasked Estep 
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Iteration 185Q: 21 clusters Score -2.133443e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5259 members 
Mstep: Class 3 contains 14930 members 
Mstep: Class 4 contains 3533 members 
Mstep: Class 5 contains 101729 members 
Mstep: Class 6 contains 10780 members 
Mstep: Class 7 contains 6183 members 
Mstep: Class 8 contains 18419 members 
Mstep: Class 9 contains 79276 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 12410 members 
Mstep: Class 13 contains 15625 members 
Mstep: Class 14 contains 44871 members 
Mstep: Class 15 contains 3865 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 17 contains 5087 members 
Mstep: Class 18 contains 20230 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 6716 members 
Entering Unmasked Estep 
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Iteration 186Q: 21 clusters Score -2.133443e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5264 members 
Mstep: Class 3 contains 14944 members 
Mstep: Class 4 contains 3535 members 
Mstep: Class 5 contains 101503 members 
Mstep: Class 6 contains 10772 members 
Mstep: Class 7 contains 6175 members 
Mstep: Class 8 contains 18440 members 
Mstep: Class 9 contains 79245 members 
Mstep: Class 10 contains 2022 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 12376 members 
Mstep: Class 13 contains 15618 members 
Mstep: Class 14 contains 45094 members 
Mstep: Class 15 contains 3867 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 18 contains 20248 members 
Mstep: Class 19 contains 1560 members 
Mstep: Class 20 contains 6748 members 
Entering Unmasked Estep 
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Iteration 187Q: 21 clusters Score -2.133448e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5276 members 
Mstep: Class 3 contains 14965 members 
Mstep: Class 4 contains 3538 members 
Mstep: Class 5 contains 101273 members 
Mstep: Class 6 contains 10760 members 
Mstep: Class 7 contains 6170 members 
Mstep: Class 8 contains 18473 members 
Mstep: Class 9 contains 79216 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 12341 members 
Mstep: Class 13 contains 15594 members 
Mstep: Class 14 contains 45301 members 
Mstep: Class 15 contains 3876 members 
Mstep: Class 16 contains 2090 members 
Mstep: Class 17 contains 5085 members 
Mstep: Class 18 contains 20260 members 
Mstep: Class 19 contains 1560 members 
Mstep: Class 20 contains 6781 members 
Entering Unmasked Estep 
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Iteration 188Q: 21 clusters Score -2.133446e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5280 members 
Mstep: Class 3 contains 14986 members 
Mstep: Class 4 contains 3542 members 
Mstep: Class 5 contains 101098 members 
Mstep: Class 6 contains 10749 members 
Mstep: Class 7 contains 6169 members 
Mstep: Class 8 contains 18495 members 
Mstep: Class 9 contains 79177 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 12316 members 
Mstep: Class 13 contains 15574 members 
Mstep: Class 14 contains 45471 members 
Mstep: Class 15 contains 3884 members 
Mstep: Class 16 contains 2095 members 
Mstep: Class 17 contains 5086 members 
Mstep: Class 18 contains 20275 members 
Mstep: Class 19 contains 1563 members 
Mstep: Class 20 contains 6804 members 
Entering Unmasked Estep 
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Iteration 189Q: 21 clusters Score -2.133452e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5280 members 
Mstep: Class 3 contains 15003 members 
Mstep: Class 4 contains 3548 members 
Mstep: Class 5 contains 100939 members 
Mstep: Class 6 contains 10743 members 
Mstep: Class 7 contains 6172 members 
Mstep: Class 8 contains 18517 members 
Mstep: Class 9 contains 79139 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 12281 members 
Mstep: Class 13 contains 15563 members 
Mstep: Class 14 contains 45609 members 
Mstep: Class 15 contains 3898 members 
Mstep: Class 16 contains 2096 members 
Mstep: Class 17 contains 5089 members 
Mstep: Class 18 contains 20295 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 6837 members 
Entering Unmasked Estep 
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Iteration 190Q: 21 clusters Score -2.133458e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5290 members 
Mstep: Class 3 contains 15025 members 
Mstep: Class 4 contains 3550 members 
Mstep: Class 5 contains 100754 members 
Mstep: Class 6 contains 10733 members 
Mstep: Class 7 contains 6170 members 
Mstep: Class 8 contains 18538 members 
Mstep: Class 9 contains 79101 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 11 contains 4589 members 
Mstep: Class 12 contains 12255 members 
Mstep: Class 13 contains 15545 members 
Mstep: Class 14 contains 45778 members 
Mstep: Class 15 contains 3916 members 
Mstep: Class 16 contains 2097 members 
Mstep: Class 17 contains 5089 members 
Mstep: Class 18 contains 20308 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 6864 members 
Entering Unmasked Estep 
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Iteration 191Q: 21 clusters Score -2.133465e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5302 members 
Mstep: Class 3 contains 15039 members 
Mstep: Class 4 contains 3551 members 
Mstep: Class 5 contains 100582 members 
Mstep: Class 6 contains 10727 members 
Mstep: Class 7 contains 6169 members 
Mstep: Class 8 contains 18555 members 
Mstep: Class 9 contains 79057 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 12231 members 
Mstep: Class 13 contains 15528 members 
Mstep: Class 14 contains 45915 members 
Mstep: Class 15 contains 3949 members 
Mstep: Class 16 contains 2100 members 
Mstep: Class 17 contains 5089 members 
Mstep: Class 18 contains 20326 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 6892 members 
Entering Unmasked Estep 
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Iteration 192Q: 21 clusters Score -2.13347e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5310 members 
Mstep: Class 3 contains 15055 members 
Mstep: Class 4 contains 3550 members 
Mstep: Class 5 contains 100443 members 
Mstep: Class 6 contains 10717 members 
Mstep: Class 7 contains 6164 members 
Mstep: Class 8 contains 18574 members 
Mstep: Class 9 contains 79039 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 11 contains 4587 members 
Mstep: Class 12 contains 12199 members 
Mstep: Class 13 contains 15511 members 
Mstep: Class 14 contains 46038 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 2102 members 
Mstep: Class 17 contains 5089 members 
Mstep: Class 18 contains 20336 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 6921 members 
Entering Unmasked Estep 
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Iteration 193Q: 21 clusters Score -2.133472e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5312 members 
Mstep: Class 3 contains 15063 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 100293 members 
Mstep: Class 6 contains 10709 members 
Mstep: Class 7 contains 6165 members 
Mstep: Class 8 contains 18591 members 
Mstep: Class 9 contains 79012 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 12173 members 
Mstep: Class 13 contains 15499 members 
Mstep: Class 14 contains 46182 members 
Mstep: Class 15 contains 3987 members 
Mstep: Class 16 contains 2101 members 
Mstep: Class 17 contains 5089 members 
Mstep: Class 18 contains 20341 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 6948 members 
Entering Unmasked Estep 
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Iteration 194Q: 21 clusters Score -2.133477e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5318 members 
Mstep: Class 3 contains 15073 members 
Mstep: Class 4 contains 3555 members 
Mstep: Class 5 contains 100139 members 
Mstep: Class 6 contains 10706 members 
Mstep: Class 7 contains 6164 members 
Mstep: Class 8 contains 18612 members 
Mstep: Class 9 contains 78999 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 11 contains 4573 members 
Mstep: Class 12 contains 12143 members 
Mstep: Class 13 contains 15484 members 
Mstep: Class 14 contains 46338 members 
Mstep: Class 15 contains 4000 members 
Mstep: Class 16 contains 2100 members 
Mstep: Class 17 contains 5094 members 
Mstep: Class 18 contains 20334 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 6970 members 
Entering Unmasked Estep 
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Iteration 195Q: 21 clusters Score -2.133483e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5334 members 
Mstep: Class 3 contains 15093 members 
Mstep: Class 4 contains 3555 members 
Mstep: Class 5 contains 100000 members 
Mstep: Class 6 contains 10702 members 
Mstep: Class 7 contains 6166 members 
Mstep: Class 8 contains 18632 members 
Mstep: Class 9 contains 78980 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 11 contains 4573 members 
Mstep: Class 12 contains 12110 members 
Mstep: Class 13 contains 15471 members 
Mstep: Class 14 contains 46456 members 
Mstep: Class 15 contains 4019 members 
Mstep: Class 16 contains 2099 members 
Mstep: Class 17 contains 5090 members 
Mstep: Class 18 contains 20330 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 6992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334846.000000 Penalty: 41578.109375
Iteration 196Q: 21 clusters Score -2.133485e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5344 members 
Mstep: Class 3 contains 15103 members 
Mstep: Class 4 contains 3559 members 
Mstep: Class 5 contains 99863 members 
Mstep: Class 6 contains 10699 members 
Mstep: Class 7 contains 6166 members 
Mstep: Class 8 contains 18639 members 
Mstep: Class 9 contains 78969 members 
Mstep: Class 10 contains 2024 members 
Mstep: Class 11 contains 4570 members 
Mstep: Class 12 contains 12079 members 
Mstep: Class 13 contains 15455 members 
Mstep: Class 14 contains 46584 members 
Mstep: Class 15 contains 4030 members 
Mstep: Class 16 contains 2101 members 
Mstep: Class 17 contains 5092 members 
Mstep: Class 18 contains 20324 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334860.000000 Penalty: 41578.109375
Iteration 197Q: 21 clusters Score -2.133486e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 15114 members 
Mstep: Class 4 contains 3565 members 
Mstep: Class 5 contains 99725 members 
Mstep: Class 6 contains 10693 members 
Mstep: Class 7 contains 6166 members 
Mstep: Class 8 contains 18645 members 
Mstep: Class 9 contains 78958 members 
Mstep: Class 10 contains 2025 members 
Mstep: Class 11 contains 4567 members 
Mstep: Class 12 contains 12054 members 
Mstep: Class 13 contains 15441 members 
Mstep: Class 14 contains 46717 members 
Mstep: Class 15 contains 4060 members 
Mstep: Class 16 contains 2102 members 
Mstep: Class 17 contains 5091 members 
Mstep: Class 18 contains 20311 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334878.000000 Penalty: 41578.109375
Iteration 198Q: 21 clusters Score -2.133488e+07 nChanged 433
Entering ConstructFrom: 
Score: -21334878.000000 Penalty: 41578.109375
Entering ConstructFrom: 
Trying to split cluster 1 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -29836.994141 Penalty: 1037.045044
	Iteration 0F: 2 clusters Score -29836.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -28789.685547 Penalty: 2074.090088
	Iteration 0F: 3 clusters Score -28789.69 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29064.117188 Penalty: 2074.090088
	Iteration 1F: 3 clusters Score -29064.12 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29330.105469 Penalty: 2074.090088
	Iteration 2F: 3 clusters Score -29330.11 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29480.111328 Penalty: 2074.090088
	Iteration 3F: 3 clusters Score -29480.11 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29626.101562 Penalty: 2074.090088
	Iteration 4F: 3 clusters Score -29626.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29690.630859 Penalty: 2074.090088
	Iteration 5Q: 3 clusters Score -29690.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29744.787109 Penalty: 2074.090088
	Iteration 6Q: 3 clusters Score -29744.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29789.447266 Penalty: 2074.090088
	Iteration 7Q: 3 clusters Score -29789.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29846.910156 Penalty: 2074.090088
	Iteration 8Q: 3 clusters Score -29846.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29916.251953 Penalty: 2074.090088
	Iteration 9Q: 3 clusters Score -29916.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29957.574219 Penalty: 2074.090088
	Iteration 10Q: 3 clusters Score -29957.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30005.775391 Penalty: 2074.090088
	Iteration 11Q: 3 clusters Score -30005.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30021.277344 Penalty: 2074.090088
	Iteration 12Q: 3 clusters Score -30021.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30021.277344 Penalty: 2074.090088
	Iteration 13F: 3 clusters Score -30021.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5353 members 
Mstep: Class 3 contains 15129 members 
Mstep: Class 4 contains 3572 members 
Mstep: Class 5 contains 99595 members 
Mstep: Class 6 contains 10691 members 
Mstep: Class 7 contains 6166 members 
Mstep: Class 8 contains 18649 members 
Mstep: Class 9 contains 78941 members 
Mstep: Class 10 contains 2027 members 
Mstep: Class 11 contains 4565 members 
Mstep: Class 12 contains 12034 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 46827 members 
Mstep: Class 15 contains 4084 members 
Mstep: Class 16 contains 2102 members 
Mstep: Class 17 contains 5092 members 
Mstep: Class 18 contains 20302 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7079 members 
Mstep: Class 21 contains 134 members 
Entering Unmasked Estep 
Score: -21333954.000000 Penalty: 43657.015625
Splitting cluster 1 changes total score from -21334878.000000 to -21333954.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Entering Unmasked Estep 
Score: -272621.406250 Penalty: 1395.129395
	Iteration 0F: 2 clusters Score -272621.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -268550.781250 Penalty: 2790.258789
	Iteration 0F: 3 clusters Score -268550.8 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -269998.062500 Penalty: 2790.258789
	Iteration 1F: 3 clusters Score -269998.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -270383.968750 Penalty: 2790.258789
	Iteration 2F: 3 clusters Score -270384 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -270642.062500 Penalty: 2790.258789
	Iteration 3F: 3 clusters Score -270642.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -270808.375000 Penalty: 2790.258789
	Iteration 4F: 3 clusters Score -270808.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -270911.000000 Penalty: 2790.258789
	Iteration 5Q: 3 clusters Score -270911 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -270983.125000 Penalty: 2790.258789
	Iteration 6Q: 3 clusters Score -270983.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -271050.625000 Penalty: 2790.258789
	Iteration 7Q: 3 clusters Score -271050.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -271125.750000 Penalty: 2790.258789
	Iteration 8Q: 3 clusters Score -271125.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -271260.656250 Penalty: 2790.258789
	Iteration 9Q: 3 clusters Score -271260.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -271353.281250 Penalty: 2790.258789
	Iteration 10Q: 3 clusters Score -271353.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -271399.125000 Penalty: 2790.258789
	Iteration 11Q: 3 clusters Score -271399.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -271428.531250 Penalty: 2790.258789
	Iteration 12Q: 3 clusters Score -271428.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -271463.687500 Penalty: 2790.258789
	Iteration 13Q: 3 clusters Score -271463.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -271496.000000 Penalty: 2790.258789
	Iteration 14Q: 3 clusters Score -271496 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -271517.968750 Penalty: 2790.258789
	Iteration 15Q: 3 clusters Score -271518 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -271534.218750 Penalty: 2790.258789
	Iteration 16Q: 3 clusters Score -271534.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -271548.781250 Penalty: 2790.258789
	Iteration 17Q: 3 clusters Score -271548.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -271562.687500 Penalty: 2790.258789
	Iteration 18Q: 3 clusters Score -271562.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -271576.187500 Penalty: 2790.258789
	Iteration 19Q: 3 clusters Score -271576.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -271599.812500 Penalty: 2790.258789
	Iteration 20F: 3 clusters Score -271599.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -271623.531250 Penalty: 2790.258789
	Iteration 21Q: 3 clusters Score -271623.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -271644.625000 Penalty: 2790.258789
	Iteration 22Q: 3 clusters Score -271644.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -271669.250000 Penalty: 2790.258789
	Iteration 23Q: 3 clusters Score -271669.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -271694.843750 Penalty: 2790.258789
	Iteration 24Q: 3 clusters Score -271694.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -271716.562500 Penalty: 2790.258789
	Iteration 25Q: 3 clusters Score -271716.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -271739.968750 Penalty: 2790.258789
	Iteration 26Q: 3 clusters Score -271740 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -271758.625000 Penalty: 2790.258789
	Iteration 27Q: 3 clusters Score -271758.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -271769.062500 Penalty: 2790.258789
	Iteration 28Q: 3 clusters Score -271769.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -271783.343750 Penalty: 2790.258789
	Iteration 29Q: 3 clusters Score -271783.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -271796.687500 Penalty: 2790.258789
	Iteration 30Q: 3 clusters Score -271796.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -271805.656250 Penalty: 2790.258789
	Iteration 31Q: 3 clusters Score -271805.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -271813.562500 Penalty: 2790.258789
	Iteration 32Q: 3 clusters Score -271813.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -271821.093750 Penalty: 2790.258789
	Iteration 33Q: 3 clusters Score -271821.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -271834.062500 Penalty: 2790.258789
	Iteration 34Q: 3 clusters Score -271834.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -271847.468750 Penalty: 2790.258789
	Iteration 35Q: 3 clusters Score -271847.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -271860.500000 Penalty: 2790.258789
	Iteration 36Q: 3 clusters Score -271860.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -271876.937500 Penalty: 2790.258789
	Iteration 37Q: 3 clusters Score -271876.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -271887.968750 Penalty: 2790.258789
	Iteration 38Q: 3 clusters Score -271888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -271898.437500 Penalty: 2790.258789
	Iteration 39Q: 3 clusters Score -271898.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -271908.312500 Penalty: 2790.258789
	Iteration 40F: 3 clusters Score -271908.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -271919.937500 Penalty: 2790.258789
	Iteration 41Q: 3 clusters Score -271919.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -271927.781250 Penalty: 2790.258789
	Iteration 42Q: 3 clusters Score -271927.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -271937.625000 Penalty: 2790.258789
	Iteration 43Q: 3 clusters Score -271937.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -271945.781250 Penalty: 2790.258789
	Iteration 44Q: 3 clusters Score -271945.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -271952.718750 Penalty: 2790.258789
	Iteration 45Q: 3 clusters Score -271952.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -271957.656250 Penalty: 2790.258789
	Iteration 46Q: 3 clusters Score -271957.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -271963.375000 Penalty: 2790.258789
	Iteration 47Q: 3 clusters Score -271963.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -271968.937500 Penalty: 2790.258789
	Iteration 48Q: 3 clusters Score -271968.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -271971.062500 Penalty: 2790.258789
	Iteration 49Q: 3 clusters Score -271971.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -271972.531250 Penalty: 2790.258789
	Iteration 50Q: 3 clusters Score -271972.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -271973.375000 Penalty: 2790.258789
	Iteration 51Q: 3 clusters Score -271973.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -271974.593750 Penalty: 2790.258789
	Iteration 52Q: 3 clusters Score -271974.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -271975.343750 Penalty: 2790.258789
	Iteration 53Q: 3 clusters Score -271975.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -271975.343750 Penalty: 2790.258789
	Iteration 54F: 3 clusters Score -271975.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Entering Unmasked Estep 
Score: -896405.625000 Penalty: 1563.959961
	Iteration 0F: 2 clusters Score -896405.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -886002.687500 Penalty: 3127.919922
	Iteration 0F: 3 clusters Score -886002.7 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -890520.937500 Penalty: 3127.919922
	Iteration 1F: 3 clusters Score -890520.9 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -891689.062500 Penalty: 3127.919922
	Iteration 2F: 3 clusters Score -891689.1 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -892905.875000 Penalty: 3127.919922
	Iteration 3F: 3 clusters Score -892905.9 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -894047.937500 Penalty: 3127.919922
	Iteration 4F: 3 clusters Score -894047.9 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -895106.250000 Penalty: 3127.919922
	Iteration 5F: 3 clusters Score -895106.2 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -895835.312500 Penalty: 3127.919922
	Iteration 6Q: 3 clusters Score -895835.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -896226.562500 Penalty: 3127.919922
	Iteration 7Q: 3 clusters Score -896226.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -896371.937500 Penalty: 3127.919922
	Iteration 8Q: 3 clusters Score -896371.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -896434.312500 Penalty: 3127.919922
	Iteration 9Q: 3 clusters Score -896434.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -896475.687500 Penalty: 3127.919922
	Iteration 10Q: 3 clusters Score -896475.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -896504.937500 Penalty: 3127.919922
	Iteration 11Q: 3 clusters Score -896504.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -896529.875000 Penalty: 3127.919922
	Iteration 12Q: 3 clusters Score -896529.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -896544.687500 Penalty: 3127.919922
	Iteration 13Q: 3 clusters Score -896544.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -896558.250000 Penalty: 3127.919922
	Iteration 14Q: 3 clusters Score -896558.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -896569.812500 Penalty: 3127.919922
	Iteration 15Q: 3 clusters Score -896569.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -896579.187500 Penalty: 3127.919922
	Iteration 16Q: 3 clusters Score -896579.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -896582.875000 Penalty: 3127.919922
	Iteration 17Q: 3 clusters Score -896582.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -896586.687500 Penalty: 3127.919922
	Iteration 18Q: 3 clusters Score -896586.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -896589.875000 Penalty: 3127.919922
	Iteration 19Q: 3 clusters Score -896589.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -896591.250000 Penalty: 3127.919922
	Iteration 20F: 3 clusters Score -896591.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -896594.625000 Penalty: 3127.919922
	Iteration 21Q: 3 clusters Score -896594.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -896593.875000 Penalty: 3127.919922
	Iteration 22Q: 3 clusters Score -896593.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -896594.687500 Penalty: 3127.919922
	Iteration 23Q: 3 clusters Score -896594.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -896596.562500 Penalty: 3127.919922
	Iteration 24Q: 3 clusters Score -896596.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -896595.687500 Penalty: 3127.919922
	Iteration 25Q: 3 clusters Score -896595.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -896595.000000 Penalty: 3127.919922
	Iteration 26Q: 3 clusters Score -896595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -896597.187500 Penalty: 3127.919922
	Iteration 27Q: 3 clusters Score -896597.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -896596.437500 Penalty: 3127.919922
	Iteration 28Q: 3 clusters Score -896596.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -896596.875000 Penalty: 3127.919922
	Iteration 29Q: 3 clusters Score -896596.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -896600.500000 Penalty: 3127.919922
	Iteration 30Q: 3 clusters Score -896600.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -896602.250000 Penalty: 3127.919922
	Iteration 31Q: 3 clusters Score -896602.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -896603.937500 Penalty: 3127.919922
	Iteration 32Q: 3 clusters Score -896603.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -896603.750000 Penalty: 3127.919922
	Iteration 33Q: 3 clusters Score -896603.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -896603.750000 Penalty: 3127.919922
	Iteration 34F: 3 clusters Score -896603.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5353 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 3572 members 
Mstep: Class 5 contains 99595 members 
Mstep: Class 6 contains 10691 members 
Mstep: Class 7 contains 6166 members 
Mstep: Class 8 contains 18649 members 
Mstep: Class 9 contains 78941 members 
Mstep: Class 10 contains 2027 members 
Mstep: Class 11 contains 4565 members 
Mstep: Class 12 contains 12034 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 46827 members 
Mstep: Class 15 contains 4084 members 
Mstep: Class 16 contains 2102 members 
Mstep: Class 17 contains 5092 members 
Mstep: Class 18 contains 20302 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7079 members 
Mstep: Class 21 contains 13078 members 
Entering Unmasked Estep 
Score: -21334494.000000 Penalty: 43657.015625
Splitting cluster 3 changes total score from -21334878.000000 to -21334494.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -219071.515625 Penalty: 1329.393066
	Iteration 0F: 2 clusters Score -219071.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -216026.421875 Penalty: 2658.786133
	Iteration 0F: 3 clusters Score -216026.4 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -216804.562500 Penalty: 2658.786133
	Iteration 1F: 3 clusters Score -216804.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -216960.125000 Penalty: 2658.786133
	Iteration 2F: 3 clusters Score -216960.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -217055.500000 Penalty: 2658.786133
	Iteration 3Q: 3 clusters Score -217055.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -217129.328125 Penalty: 2658.786133
	Iteration 4Q: 3 clusters Score -217129.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -217190.828125 Penalty: 2658.786133
	Iteration 5Q: 3 clusters Score -217190.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -217254.656250 Penalty: 2658.786133
	Iteration 6Q: 3 clusters Score -217254.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -217321.203125 Penalty: 2658.786133
	Iteration 7Q: 3 clusters Score -217321.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -217388.812500 Penalty: 2658.786133
	Iteration 8Q: 3 clusters Score -217388.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -217450.843750 Penalty: 2658.786133
	Iteration 9Q: 3 clusters Score -217450.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -217518.187500 Penalty: 2658.786133
	Iteration 10Q: 3 clusters Score -217518.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -217574.609375 Penalty: 2658.786133
	Iteration 11Q: 3 clusters Score -217574.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -217621.312500 Penalty: 2658.786133
	Iteration 12Q: 3 clusters Score -217621.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -217667.453125 Penalty: 2658.786133
	Iteration 13Q: 3 clusters Score -217667.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -217694.921875 Penalty: 2658.786133
	Iteration 14Q: 3 clusters Score -217694.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -217714.359375 Penalty: 2658.786133
	Iteration 15Q: 3 clusters Score -217714.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -217731.093750 Penalty: 2658.786133
	Iteration 16Q: 3 clusters Score -217731.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -217748.578125 Penalty: 2658.786133
	Iteration 17Q: 3 clusters Score -217748.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -217762.859375 Penalty: 2658.786133
	Iteration 18Q: 3 clusters Score -217762.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -217777.640625 Penalty: 2658.786133
	Iteration 19Q: 3 clusters Score -217777.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -217799.906250 Penalty: 2658.786133
	Iteration 20F: 3 clusters Score -217799.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -217822.750000 Penalty: 2658.786133
	Iteration 21Q: 3 clusters Score -217822.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -217838.218750 Penalty: 2658.786133
	Iteration 22Q: 3 clusters Score -217838.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -217851.453125 Penalty: 2658.786133
	Iteration 23Q: 3 clusters Score -217851.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -217868.171875 Penalty: 2658.786133
	Iteration 24Q: 3 clusters Score -217868.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -217881.031250 Penalty: 2658.786133
	Iteration 25Q: 3 clusters Score -217881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -217894.015625 Penalty: 2658.786133
	Iteration 26Q: 3 clusters Score -217894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -217907.656250 Penalty: 2658.786133
	Iteration 27Q: 3 clusters Score -217907.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -217922.890625 Penalty: 2658.786133
	Iteration 28Q: 3 clusters Score -217922.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -217944.890625 Penalty: 2658.786133
	Iteration 29Q: 3 clusters Score -217944.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -217969.000000 Penalty: 2658.786133
	Iteration 30Q: 3 clusters Score -217969 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -217990.218750 Penalty: 2658.786133
	Iteration 31Q: 3 clusters Score -217990.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -218010.468750 Penalty: 2658.786133
	Iteration 32Q: 3 clusters Score -218010.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -218027.718750 Penalty: 2658.786133
	Iteration 33Q: 3 clusters Score -218027.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -218047.000000 Penalty: 2658.786133
	Iteration 34Q: 3 clusters Score -218047 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -218079.265625 Penalty: 2658.786133
	Iteration 35Q: 3 clusters Score -218079.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -218106.062500 Penalty: 2658.786133
	Iteration 36Q: 3 clusters Score -218106.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -218129.828125 Penalty: 2658.786133
	Iteration 37Q: 3 clusters Score -218129.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -218144.671875 Penalty: 2658.786133
	Iteration 38Q: 3 clusters Score -218144.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -218154.296875 Penalty: 2658.786133
	Iteration 39Q: 3 clusters Score -218154.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -218162.578125 Penalty: 2658.786133
	Iteration 40F: 3 clusters Score -218162.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -218167.250000 Penalty: 2658.786133
	Iteration 41Q: 3 clusters Score -218167.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -218170.187500 Penalty: 2658.786133
	Iteration 42Q: 3 clusters Score -218170.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -218170.484375 Penalty: 2658.786133
	Iteration 43Q: 3 clusters Score -218170.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -218171.562500 Penalty: 2658.786133
	Iteration 44Q: 3 clusters Score -218171.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -218172.593750 Penalty: 2658.786133
	Iteration 45Q: 3 clusters Score -218172.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -218173.906250 Penalty: 2658.786133
	Iteration 46Q: 3 clusters Score -218173.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -218177.171875 Penalty: 2658.786133
	Iteration 47Q: 3 clusters Score -218177.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -218178.156250 Penalty: 2658.786133
	Iteration 48Q: 3 clusters Score -218178.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -218179.734375 Penalty: 2658.786133
	Iteration 49Q: 3 clusters Score -218179.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -218180.984375 Penalty: 2658.786133
	Iteration 50Q: 3 clusters Score -218181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -218182.390625 Penalty: 2658.786133
	Iteration 51Q: 3 clusters Score -218182.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -218183.046875 Penalty: 2658.786133
	Iteration 52Q: 3 clusters Score -218183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -218183.046875 Penalty: 2658.786133
	Iteration 53F: 3 clusters Score -218183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (99595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99595 members 
Entering Unmasked Estep 
Score: -6043208.500000 Penalty: 1870.190918
	Iteration 0F: 2 clusters Score -6043208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -5976306.500000 Penalty: 3740.381836
	Iteration 0F: 3 clusters Score -5976306 nChanged 47725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50712 members 
Mstep: Class 2 contains 48883 members 
Entering Unmasked Estep 
Score: -6004304.500000 Penalty: 3740.381836
	Iteration 1F: 3 clusters Score -6004304 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -6005243.500000 Penalty: 3740.381836
	Iteration 2Q: 3 clusters Score -6005244 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -6006434.500000 Penalty: 3740.381836
	Iteration 3Q: 3 clusters Score -6006434 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53135 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -6007978 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54668 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -6010254 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -6013343 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58873 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -6017381 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61000 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -6021944.500000 Penalty: 3740.381836
	Iteration 8F: 3 clusters Score -6021944 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62525 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -6026356 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6029375 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63952 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6031120 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64376 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -6031935.500000 Penalty: 3740.381836
	Iteration 12Q: 3 clusters Score -6031936 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6032294 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65223 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6032540 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65592 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6032682 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65963 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6032819 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66251 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6032934 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66550 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6032991 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66832 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -6033018.500000 Penalty: 3740.381836
	Iteration 19Q: 3 clusters Score -6033018 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67082 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6033056 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67359 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -6033108.000000 Penalty: 3740.381836
	Iteration 21Q: 3 clusters Score -6033108 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67621 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -6033150.500000 Penalty: 3740.381836
	Iteration 22Q: 3 clusters Score -6033150 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67869 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -6033223.500000 Penalty: 3740.381836
	Iteration 23Q: 3 clusters Score -6033224 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68131 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6033218 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68408 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6033250 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68676 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -6033309.000000 Penalty: 3740.381836
	Iteration 26Q: 3 clusters Score -6033309 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68922 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6033330 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69186 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6033381 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -6033398.500000 Penalty: 3740.381836
	Iteration 29Q: 3 clusters Score -6033398 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69752 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -6033392.500000 Penalty: 3740.381836
	Iteration 30Q: 3 clusters Score -6033392 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70092 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6033422 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70448 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6033444 nChanged 376
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70822 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6033462 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71239 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6033508 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71671 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6033554 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72119 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6033605 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72602 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6033676 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73105 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6033768 nChanged 479
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73582 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6033818 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74095 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6033903 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74649 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6033946 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75212 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6033995 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75825 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6034098 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76509 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6034154 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77196 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6034292 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77927 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6034410 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78718 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -6034602.000000 Penalty: 3740.381836
	Iteration 47Q: 3 clusters Score -6034602 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79570 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6034832 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80474 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6035020 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81477 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -6035269.000000 Penalty: 3740.381836
	Iteration 50Q: 3 clusters Score -6035269 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82535 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6035530 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83643 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -6035873.000000 Penalty: 3740.381836
	Iteration 52Q: 3 clusters Score -6035873 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84833 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6036286 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86051 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6036714 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87252 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6037186 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88460 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6037746 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89674 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6038378 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90875 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6039010 nChanged 1112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91967 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -6039696.000000 Penalty: 3740.381836
	Iteration 59Q: 3 clusters Score -6039696 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92921 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6040362 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93693 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -6040929.500000 Penalty: 3740.381836
	Iteration 61Q: 3 clusters Score -6040930 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94313 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -6041338.500000 Penalty: 3740.381836
	Iteration 62Q: 3 clusters Score -6041338 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94756 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -6041608.000000 Penalty: 3740.381836
	Iteration 63Q: 3 clusters Score -6041608 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95126 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -6041818.500000 Penalty: 3740.381836
	Iteration 64Q: 3 clusters Score -6041818 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95437 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6041988 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95712 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -6042124.500000 Penalty: 3740.381836
	Iteration 66Q: 3 clusters Score -6042124 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95940 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6042205 nChanged 216
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Mstep: Class 1 contains 96132 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6042292 nChanged 153
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Mstep: Class 1 contains 96259 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6042318 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96372 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6042362 nChanged 104
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Mstep: Class 1 contains 96454 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6042372 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96517 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6042387 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96574 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -6042396.500000 Penalty: 3740.381836
	Iteration 73Q: 3 clusters Score -6042396 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96624 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6042412 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96676 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -6042430.000000 Penalty: 3740.381836
	Iteration 75Q: 3 clusters Score -6042430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96715 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -6042431.000000 Penalty: 3740.381836
	Iteration 76Q: 3 clusters Score -6042431 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96749 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -6042432.000000 Penalty: 3740.381836
	Iteration 77Q: 3 clusters Score -6042432 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96777 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6042432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96805 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -6042434.500000 Penalty: 3740.381836
	Iteration 79Q: 3 clusters Score -6042434 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96831 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6042430 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96859 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -6042433.000000 Penalty: 3740.381836
	Iteration 81Q: 3 clusters Score -6042433 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96890 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -6042429.000000 Penalty: 3740.381836
	Iteration 82Q: 3 clusters Score -6042429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96909 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -6042421.500000 Penalty: 3740.381836
	Iteration 83Q: 3 clusters Score -6042422 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96922 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6042429 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96931 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6042430 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96935 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6042432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96942 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -6042427.500000 Penalty: 3740.381836
	Iteration 87Q: 3 clusters Score -6042428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96945 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6042428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96952 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6042429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96953 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -6042431.500000 Penalty: 3740.381836
	Iteration 90Q: 3 clusters Score -6042432 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96955 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -6042428.500000 Penalty: 3740.381836
	Iteration 91Q: 3 clusters Score -6042428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96956 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6042430 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6042434 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
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	Iteration 94F: 3 clusters Score -6042434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10691 members 
Entering Unmasked Estep 
Score: -686324.187500 Penalty: 1507.538086
	Iteration 0F: 2 clusters Score -686324.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -678771.562500 Penalty: 3015.076172
	Iteration 0F: 3 clusters Score -678771.6 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -681295.000000 Penalty: 3015.076172
	Iteration 1F: 3 clusters Score -681295 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -681596.500000 Penalty: 3015.076172
	Iteration 2F: 3 clusters Score -681596.5 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -681849.500000 Penalty: 3015.076172
	Iteration 3F: 3 clusters Score -681849.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -682133.625000 Penalty: 3015.076172
	Iteration 4F: 3 clusters Score -682133.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -682450.937500 Penalty: 3015.076172
	Iteration 5F: 3 clusters Score -682450.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -682827.312500 Penalty: 3015.076172
	Iteration 6F: 3 clusters Score -682827.3 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -683251.250000 Penalty: 3015.076172
	Iteration 7F: 3 clusters Score -683251.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -683734.875000 Penalty: 3015.076172
	Iteration 8F: 3 clusters Score -683734.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -684188.437500 Penalty: 3015.076172
	Iteration 9F: 3 clusters Score -684188.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -684591.187500 Penalty: 3015.076172
	Iteration 10Q: 3 clusters Score -684591.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -684912.187500 Penalty: 3015.076172
	Iteration 11Q: 3 clusters Score -684912.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -685177.812500 Penalty: 3015.076172
	Iteration 12Q: 3 clusters Score -685177.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -685393.812500 Penalty: 3015.076172
	Iteration 13Q: 3 clusters Score -685393.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -685576.937500 Penalty: 3015.076172
	Iteration 14Q: 3 clusters Score -685576.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -685685.937500 Penalty: 3015.076172
	Iteration 15Q: 3 clusters Score -685685.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -685748.687500 Penalty: 3015.076172
	Iteration 16Q: 3 clusters Score -685748.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -685782.687500 Penalty: 3015.076172
	Iteration 17Q: 3 clusters Score -685782.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -685801.312500 Penalty: 3015.076172
	Iteration 18Q: 3 clusters Score -685801.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -685808.437500 Penalty: 3015.076172
	Iteration 19Q: 3 clusters Score -685808.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -685813.000000 Penalty: 3015.076172
	Iteration 20F: 3 clusters Score -685813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -685815.812500 Penalty: 3015.076172
	Iteration 21Q: 3 clusters Score -685815.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -685817.437500 Penalty: 3015.076172
	Iteration 22Q: 3 clusters Score -685817.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -685818.375000 Penalty: 3015.076172
	Iteration 23Q: 3 clusters Score -685818.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -685818.375000 Penalty: 3015.076172
	Iteration 24F: 3 clusters Score -685818.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Entering Unmasked Estep 
Score: -362657.562500 Penalty: 1418.105957
	Iteration 0F: 2 clusters Score -362657.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -357948.750000 Penalty: 2836.211914
	Iteration 0F: 3 clusters Score -357948.8 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -359386.687500 Penalty: 2836.211914
	Iteration 1F: 3 clusters Score -359386.7 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -359773.312500 Penalty: 2836.211914
	Iteration 2F: 3 clusters Score -359773.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -360146.937500 Penalty: 2836.211914
	Iteration 3F: 3 clusters Score -360146.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -360468.000000 Penalty: 2836.211914
	Iteration 4F: 3 clusters Score -360468 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -360721.531250 Penalty: 2836.211914
	Iteration 5F: 3 clusters Score -360721.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -360905.312500 Penalty: 2836.211914
	Iteration 6Q: 3 clusters Score -360905.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -361046.812500 Penalty: 2836.211914
	Iteration 7Q: 3 clusters Score -361046.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -361161.062500 Penalty: 2836.211914
	Iteration 8Q: 3 clusters Score -361161.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -361257.125000 Penalty: 2836.211914
	Iteration 9Q: 3 clusters Score -361257.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -361351.187500 Penalty: 2836.211914
	Iteration 10Q: 3 clusters Score -361351.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -361435.531250 Penalty: 2836.211914
	Iteration 11Q: 3 clusters Score -361435.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -361490.125000 Penalty: 2836.211914
	Iteration 12Q: 3 clusters Score -361490.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -361530.531250 Penalty: 2836.211914
	Iteration 13Q: 3 clusters Score -361530.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -361560.000000 Penalty: 2836.211914
	Iteration 14Q: 3 clusters Score -361560 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -361586.437500 Penalty: 2836.211914
	Iteration 15Q: 3 clusters Score -361586.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -361605.125000 Penalty: 2836.211914
	Iteration 16Q: 3 clusters Score -361605.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -361618.750000 Penalty: 2836.211914
	Iteration 17Q: 3 clusters Score -361618.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -361630.250000 Penalty: 2836.211914
	Iteration 18Q: 3 clusters Score -361630.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -361637.500000 Penalty: 2836.211914
	Iteration 19Q: 3 clusters Score -361637.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -361640.281250 Penalty: 2836.211914
	Iteration 20F: 3 clusters Score -361640.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -361642.750000 Penalty: 2836.211914
	Iteration 21Q: 3 clusters Score -361642.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -361645.593750 Penalty: 2836.211914
	Iteration 22Q: 3 clusters Score -361645.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -361647.218750 Penalty: 2836.211914
	Iteration 23Q: 3 clusters Score -361647.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -361649.187500 Penalty: 2836.211914
	Iteration 24Q: 3 clusters Score -361649.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -361650.812500 Penalty: 2836.211914
	Iteration 25Q: 3 clusters Score -361650.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -361654.718750 Penalty: 2836.211914
	Iteration 26Q: 3 clusters Score -361654.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -361660.843750 Penalty: 2836.211914
	Iteration 27Q: 3 clusters Score -361660.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -361666.812500 Penalty: 2836.211914
	Iteration 28Q: 3 clusters Score -361666.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -361671.218750 Penalty: 2836.211914
	Iteration 29Q: 3 clusters Score -361671.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -361673.343750 Penalty: 2836.211914
	Iteration 30Q: 3 clusters Score -361673.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -361676.593750 Penalty: 2836.211914
	Iteration 31Q: 3 clusters Score -361676.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -361679.062500 Penalty: 2836.211914
	Iteration 32Q: 3 clusters Score -361679.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -361680.031250 Penalty: 2836.211914
	Iteration 33Q: 3 clusters Score -361680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -361681.625000 Penalty: 2836.211914
	Iteration 34Q: 3 clusters Score -361681.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -361682.281250 Penalty: 2836.211914
	Iteration 35Q: 3 clusters Score -361682.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -361683.125000 Penalty: 2836.211914
	Iteration 36Q: 3 clusters Score -361683.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -361683.843750 Penalty: 2836.211914
	Iteration 37Q: 3 clusters Score -361683.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -361685.875000 Penalty: 2836.211914
	Iteration 38Q: 3 clusters Score -361685.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -361688.437500 Penalty: 2836.211914
	Iteration 39Q: 3 clusters Score -361688.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -361690.343750 Penalty: 2836.211914
	Iteration 40F: 3 clusters Score -361690.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -361692.750000 Penalty: 2836.211914
	Iteration 41Q: 3 clusters Score -361692.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -361696.406250 Penalty: 2836.211914
	Iteration 42Q: 3 clusters Score -361696.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -361701.718750 Penalty: 2836.211914
	Iteration 43Q: 3 clusters Score -361701.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -361704.625000 Penalty: 2836.211914
	Iteration 44Q: 3 clusters Score -361704.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -361709.000000 Penalty: 2836.211914
	Iteration 45Q: 3 clusters Score -361709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -361710.406250 Penalty: 2836.211914
	Iteration 46Q: 3 clusters Score -361710.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -361710.500000 Penalty: 2836.211914
	Iteration 47Q: 3 clusters Score -361710.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -361711.031250 Penalty: 2836.211914
	Iteration 48Q: 3 clusters Score -361711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -361711.031250 Penalty: 2836.211914
	Iteration 49F: 3 clusters Score -361711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Entering Unmasked Estep 
Score: -1140540.375000 Penalty: 1597.951538
	Iteration 0F: 2 clusters Score -1140540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1127787.375000 Penalty: 3195.903076
	Iteration 0F: 3 clusters Score -1127787 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1132574.125000 Penalty: 3195.903076
	Iteration 1F: 3 clusters Score -1132574 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1133072.500000 Penalty: 3195.903076
	Iteration 2F: 3 clusters Score -1133072 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1133605.125000 Penalty: 3195.903076
	Iteration 3F: 3 clusters Score -1133605 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1134219.375000 Penalty: 3195.903076
	Iteration 4F: 3 clusters Score -1134219 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1134864.750000 Penalty: 3195.903076
	Iteration 5F: 3 clusters Score -1134865 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1135542.875000 Penalty: 3195.903076
	Iteration 6F: 3 clusters Score -1135543 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1136163.250000 Penalty: 3195.903076
	Iteration 7F: 3 clusters Score -1136163 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1136701.750000 Penalty: 3195.903076
	Iteration 8Q: 3 clusters Score -1136702 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1137185.750000 Penalty: 3195.903076
	Iteration 9Q: 3 clusters Score -1137186 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1137596.250000 Penalty: 3195.903076
	Iteration 10Q: 3 clusters Score -1137596 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1137949.375000 Penalty: 3195.903076
	Iteration 11Q: 3 clusters Score -1137949 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1138225.375000 Penalty: 3195.903076
	Iteration 12Q: 3 clusters Score -1138225 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1138385.750000 Penalty: 3195.903076
	Iteration 13Q: 3 clusters Score -1138386 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1138463.125000 Penalty: 3195.903076
	Iteration 14Q: 3 clusters Score -1138463 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1138522.750000 Penalty: 3195.903076
	Iteration 15Q: 3 clusters Score -1138523 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1138566.875000 Penalty: 3195.903076
	Iteration 16Q: 3 clusters Score -1138567 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1138589.875000 Penalty: 3195.903076
	Iteration 17Q: 3 clusters Score -1138590 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1138613.375000 Penalty: 3195.903076
	Iteration 18Q: 3 clusters Score -1138613 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1138643.000000 Penalty: 3195.903076
	Iteration 19Q: 3 clusters Score -1138643 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1138664.875000 Penalty: 3195.903076
	Iteration 20F: 3 clusters Score -1138665 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1138683.625000 Penalty: 3195.903076
	Iteration 21Q: 3 clusters Score -1138684 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1138705.875000 Penalty: 3195.903076
	Iteration 22Q: 3 clusters Score -1138706 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1138718.250000 Penalty: 3195.903076
	Iteration 23Q: 3 clusters Score -1138718 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1138731.875000 Penalty: 3195.903076
	Iteration 24Q: 3 clusters Score -1138732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1138740.500000 Penalty: 3195.903076
	Iteration 25Q: 3 clusters Score -1138740 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1138752.375000 Penalty: 3195.903076
	Iteration 26Q: 3 clusters Score -1138752 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1138756.500000 Penalty: 3195.903076
	Iteration 27Q: 3 clusters Score -1138756 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1138769.125000 Penalty: 3195.903076
	Iteration 28Q: 3 clusters Score -1138769 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1138776.000000 Penalty: 3195.903076
	Iteration 29Q: 3 clusters Score -1138776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1138784.000000 Penalty: 3195.903076
	Iteration 30Q: 3 clusters Score -1138784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1138791.625000 Penalty: 3195.903076
	Iteration 31Q: 3 clusters Score -1138792 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1138800.000000 Penalty: 3195.903076
	Iteration 32Q: 3 clusters Score -1138800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1138807.500000 Penalty: 3195.903076
	Iteration 33Q: 3 clusters Score -1138808 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1138815.250000 Penalty: 3195.903076
	Iteration 34Q: 3 clusters Score -1138815 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1138822.750000 Penalty: 3195.903076
	Iteration 35Q: 3 clusters Score -1138823 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1138832.375000 Penalty: 3195.903076
	Iteration 36Q: 3 clusters Score -1138832 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1138840.000000 Penalty: 3195.903076
	Iteration 37Q: 3 clusters Score -1138840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1138844.000000 Penalty: 3195.903076
	Iteration 38Q: 3 clusters Score -1138844 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1138845.500000 Penalty: 3195.903076
	Iteration 39Q: 3 clusters Score -1138846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1138847.750000 Penalty: 3195.903076
	Iteration 40F: 3 clusters Score -1138848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1138849.000000 Penalty: 3195.903076
	Iteration 41Q: 3 clusters Score -1138849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1138858.875000 Penalty: 3195.903076
	Iteration 42Q: 3 clusters Score -1138859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1138861.750000 Penalty: 3195.903076
	Iteration 43Q: 3 clusters Score -1138862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1138867.000000 Penalty: 3195.903076
	Iteration 44Q: 3 clusters Score -1138867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1138868.250000 Penalty: 3195.903076
	Iteration 45Q: 3 clusters Score -1138868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1138877.875000 Penalty: 3195.903076
	Iteration 46Q: 3 clusters Score -1138878 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1138890.250000 Penalty: 3195.903076
	Iteration 47Q: 3 clusters Score -1138890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1138900.750000 Penalty: 3195.903076
	Iteration 48Q: 3 clusters Score -1138901 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1138917.750000 Penalty: 3195.903076
	Iteration 49Q: 3 clusters Score -1138918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1138928.625000 Penalty: 3195.903076
	Iteration 50Q: 3 clusters Score -1138929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1138945.625000 Penalty: 3195.903076
	Iteration 51Q: 3 clusters Score -1138946 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1138955.125000 Penalty: 3195.903076
	Iteration 52Q: 3 clusters Score -1138955 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1138968.625000 Penalty: 3195.903076
	Iteration 53Q: 3 clusters Score -1138969 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1138980.125000 Penalty: 3195.903076
	Iteration 54Q: 3 clusters Score -1138980 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1138994.875000 Penalty: 3195.903076
	Iteration 55Q: 3 clusters Score -1138995 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1139006.500000 Penalty: 3195.903076
	Iteration 56Q: 3 clusters Score -1139006 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1139012.625000 Penalty: 3195.903076
	Iteration 57Q: 3 clusters Score -1139013 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1139020.750000 Penalty: 3195.903076
	Iteration 58Q: 3 clusters Score -1139021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1139030.000000 Penalty: 3195.903076
	Iteration 59Q: 3 clusters Score -1139030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1139035.750000 Penalty: 3195.903076
	Iteration 60F: 3 clusters Score -1139036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1139042.875000 Penalty: 3195.903076
	Iteration 61Q: 3 clusters Score -1139043 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1139045.375000 Penalty: 3195.903076
	Iteration 62Q: 3 clusters Score -1139045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1139047.250000 Penalty: 3195.903076
	Iteration 63Q: 3 clusters Score -1139047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1139048.125000 Penalty: 3195.903076
	Iteration 64Q: 3 clusters Score -1139048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1139055.375000 Penalty: 3195.903076
	Iteration 65Q: 3 clusters Score -1139055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1139060.250000 Penalty: 3195.903076
	Iteration 66Q: 3 clusters Score -1139060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1139064.375000 Penalty: 3195.903076
	Iteration 67Q: 3 clusters Score -1139064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1139066.875000 Penalty: 3195.903076
	Iteration 68Q: 3 clusters Score -1139067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1139068.875000 Penalty: 3195.903076
	Iteration 69Q: 3 clusters Score -1139069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1139070.500000 Penalty: 3195.903076
	Iteration 70Q: 3 clusters Score -1139070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1139069.500000 Penalty: 3195.903076
	Iteration 71Q: 3 clusters Score -1139070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1139074.875000 Penalty: 3195.903076
	Iteration 72Q: 3 clusters Score -1139075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1139076.500000 Penalty: 3195.903076
	Iteration 73Q: 3 clusters Score -1139076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1139079.500000 Penalty: 3195.903076
	Iteration 74Q: 3 clusters Score -1139080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1139080.375000 Penalty: 3195.903076
	Iteration 75Q: 3 clusters Score -1139080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1139080.750000 Penalty: 3195.903076
	Iteration 76Q: 3 clusters Score -1139081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1139083.375000 Penalty: 3195.903076
	Iteration 77Q: 3 clusters Score -1139083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1139084.875000 Penalty: 3195.903076
	Iteration 78Q: 3 clusters Score -1139085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1139087.625000 Penalty: 3195.903076
	Iteration 79Q: 3 clusters Score -1139088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1139088.000000 Penalty: 3195.903076
	Iteration 80F: 3 clusters Score -1139088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1139083.625000 Penalty: 3195.903076
	Iteration 81Q: 3 clusters Score -1139084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1139086.500000 Penalty: 3195.903076
	Iteration 82Q: 3 clusters Score -1139086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1139086.500000 Penalty: 3195.903076
	Iteration 83Q: 3 clusters Score -1139086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1139086.250000 Penalty: 3195.903076
	Iteration 84Q: 3 clusters Score -1139086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1139087.500000 Penalty: 3195.903076
	Iteration 85Q: 3 clusters Score -1139088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1139092.625000 Penalty: 3195.903076
	Iteration 86Q: 3 clusters Score -1139093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1139095.000000 Penalty: 3195.903076
	Iteration 87Q: 3 clusters Score -1139095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1139095.375000 Penalty: 3195.903076
	Iteration 88Q: 3 clusters Score -1139095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1139096.375000 Penalty: 3195.903076
	Iteration 89Q: 3 clusters Score -1139096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1139099.250000 Penalty: 3195.903076
	Iteration 90Q: 3 clusters Score -1139099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1139103.125000 Penalty: 3195.903076
	Iteration 91Q: 3 clusters Score -1139103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1139105.000000 Penalty: 3195.903076
	Iteration 92Q: 3 clusters Score -1139105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1139106.875000 Penalty: 3195.903076
	Iteration 93Q: 3 clusters Score -1139107 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1139113.000000 Penalty: 3195.903076
	Iteration 94Q: 3 clusters Score -1139113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1139113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
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Entering Unmasked Estep 
Score: -1139115.875000 Penalty: 3195.903076
	Iteration 96Q: 3 clusters Score -1139116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
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Entering Unmasked Estep 
Score: -1139121.875000 Penalty: 3195.903076
	Iteration 97Q: 3 clusters Score -1139122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
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Entering Unmasked Estep 
Score: -1139124.125000 Penalty: 3195.903076
	Iteration 98Q: 3 clusters Score -1139124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1139131.125000 Penalty: 3195.903076
	Iteration 99Q: 3 clusters Score -1139131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1139136.750000 Penalty: 3195.903076
	Iteration 100F: 3 clusters Score -1139137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1139141.750000 Penalty: 3195.903076
	Iteration 101Q: 3 clusters Score -1139142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1139140.000000 Penalty: 3195.903076
	Iteration 102Q: 3 clusters Score -1139140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1139141.375000 Penalty: 3195.903076
	Iteration 103Q: 3 clusters Score -1139141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1139144.375000 Penalty: 3195.903076
	Iteration 104Q: 3 clusters Score -1139144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
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Entering Unmasked Estep 
Score: -1139146.125000 Penalty: 3195.903076
	Iteration 105Q: 3 clusters Score -1139146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1139148.000000 Penalty: 3195.903076
	Iteration 106Q: 3 clusters Score -1139148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1139150.125000 Penalty: 3195.903076
	Iteration 107Q: 3 clusters Score -1139150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1139151.375000 Penalty: 3195.903076
	Iteration 108Q: 3 clusters Score -1139151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1139153.500000 Penalty: 3195.903076
	Iteration 109Q: 3 clusters Score -1139154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1139156.000000 Penalty: 3195.903076
	Iteration 110Q: 3 clusters Score -1139156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1139158.125000 Penalty: 3195.903076
	Iteration 111Q: 3 clusters Score -1139158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1139158.000000 Penalty: 3195.903076
	Iteration 112Q: 3 clusters Score -1139158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1139162.500000 Penalty: 3195.903076
	Iteration 113Q: 3 clusters Score -1139162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1139166.250000 Penalty: 3195.903076
	Iteration 114Q: 3 clusters Score -1139166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1139170.875000 Penalty: 3195.903076
	Iteration 115Q: 3 clusters Score -1139171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1139176.125000 Penalty: 3195.903076
	Iteration 116Q: 3 clusters Score -1139176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1139177.250000 Penalty: 3195.903076
	Iteration 117Q: 3 clusters Score -1139177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1139178.625000 Penalty: 3195.903076
	Iteration 118Q: 3 clusters Score -1139179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1139182.625000 Penalty: 3195.903076
	Iteration 119Q: 3 clusters Score -1139183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1139189.375000 Penalty: 3195.903076
	Iteration 120F: 3 clusters Score -1139189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1139190.000000 Penalty: 3195.903076
	Iteration 121Q: 3 clusters Score -1139190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1139190.125000 Penalty: 3195.903076
	Iteration 122Q: 3 clusters Score -1139190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1139192.500000 Penalty: 3195.903076
	Iteration 123Q: 3 clusters Score -1139192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1139192.000000 Penalty: 3195.903076
	Iteration 124Q: 3 clusters Score -1139192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1139195.375000 Penalty: 3195.903076
	Iteration 125Q: 3 clusters Score -1139195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1139198.500000 Penalty: 3195.903076
	Iteration 126Q: 3 clusters Score -1139198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1139202.125000 Penalty: 3195.903076
	Iteration 127Q: 3 clusters Score -1139202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1139204.250000 Penalty: 3195.903076
	Iteration 128Q: 3 clusters Score -1139204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1139202.375000 Penalty: 3195.903076
	Iteration 129Q: 3 clusters Score -1139202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1139206.125000 Penalty: 3195.903076
	Iteration 130Q: 3 clusters Score -1139206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1139205.500000 Penalty: 3195.903076
	Iteration 131Q: 3 clusters Score -1139206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1139208.000000 Penalty: 3195.903076
	Iteration 132Q: 3 clusters Score -1139208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1139208.000000 Penalty: 3195.903076
	Iteration 133Q: 3 clusters Score -1139208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1139208.250000 Penalty: 3195.903076
	Iteration 134Q: 3 clusters Score -1139208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1139210.250000 Penalty: 3195.903076
	Iteration 135Q: 3 clusters Score -1139210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1139213.625000 Penalty: 3195.903076
	Iteration 136Q: 3 clusters Score -1139214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1139214.125000 Penalty: 3195.903076
	Iteration 137Q: 3 clusters Score -1139214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1139213.375000 Penalty: 3195.903076
	Iteration 138Q: 3 clusters Score -1139213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1139216.125000 Penalty: 3195.903076
	Iteration 139Q: 3 clusters Score -1139216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1139215.500000 Penalty: 3195.903076
	Iteration 140F: 3 clusters Score -1139216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (78941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78941 members 
Entering Unmasked Estep 
Score: -5053101.000000 Penalty: 1832.424072
	Iteration 0F: 2 clusters Score -5053101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -5000703.500000 Penalty: 3664.848145
	Iteration 0F: 3 clusters Score -5000704 nChanged 37332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -5022094.000000 Penalty: 3664.848145
	Iteration 1F: 3 clusters Score -5022094 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -5022717.000000 Penalty: 3664.848145
	Iteration 2Q: 3 clusters Score -5022717 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -5023483.500000 Penalty: 3664.848145
	Iteration 3Q: 3 clusters Score -5023484 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -5024336.500000 Penalty: 3664.848145
	Iteration 4Q: 3 clusters Score -5024336 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -5025311.000000 Penalty: 3664.848145
	Iteration 5Q: 3 clusters Score -5025311 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -5026699.000000 Penalty: 3664.848145
	Iteration 6Q: 3 clusters Score -5026699 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -5028355.500000 Penalty: 3664.848145
	Iteration 7Q: 3 clusters Score -5028356 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -5030528.500000 Penalty: 3664.848145
	Iteration 8F: 3 clusters Score -5030528 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -5033197.500000 Penalty: 3664.848145
	Iteration 9F: 3 clusters Score -5033198 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -5036108.000000 Penalty: 3664.848145
	Iteration 10F: 3 clusters Score -5036108 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 51822 members 
Entering Unmasked Estep 
Score: -5038337.000000 Penalty: 3664.848145
	Iteration 11Q: 3 clusters Score -5038337 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -5039600.000000 Penalty: 3664.848145
	Iteration 12Q: 3 clusters Score -5039600 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
Score: -5040216.500000 Penalty: 3664.848145
	Iteration 13Q: 3 clusters Score -5040216 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 54894 members 
Entering Unmasked Estep 
Score: -5040628.500000 Penalty: 3664.848145
	Iteration 14Q: 3 clusters Score -5040628 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 55964 members 
Entering Unmasked Estep 
Score: -5041014.000000 Penalty: 3664.848145
	Iteration 15Q: 3 clusters Score -5041014 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -5041407.000000 Penalty: 3664.848145
	Iteration 16Q: 3 clusters Score -5041407 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 58215 members 
Entering Unmasked Estep 
Score: -5041728.000000 Penalty: 3664.848145
	Iteration 17Q: 3 clusters Score -5041728 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 59330 members 
Entering Unmasked Estep 
Score: -5042098.500000 Penalty: 3664.848145
	Iteration 18Q: 3 clusters Score -5042098 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 60538 members 
Entering Unmasked Estep 
Score: -5042532.000000 Penalty: 3664.848145
	Iteration 19Q: 3 clusters Score -5042532 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 61711 members 
Entering Unmasked Estep 
Score: -5042955.500000 Penalty: 3664.848145
	Iteration 20F: 3 clusters Score -5042956 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
Score: -5043405.500000 Penalty: 3664.848145
	Iteration 21Q: 3 clusters Score -5043406 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 64071 members 
Entering Unmasked Estep 
Score: -5043909.000000 Penalty: 3664.848145
	Iteration 22Q: 3 clusters Score -5043909 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 65270 members 
Entering Unmasked Estep 
Score: -5044478.500000 Penalty: 3664.848145
	Iteration 23Q: 3 clusters Score -5044478 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -5045072.000000 Penalty: 3664.848145
	Iteration 24Q: 3 clusters Score -5045072 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 67665 members 
Entering Unmasked Estep 
Score: -5045703.000000 Penalty: 3664.848145
	Iteration 25Q: 3 clusters Score -5045703 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 68835 members 
Entering Unmasked Estep 
Score: -5046296.500000 Penalty: 3664.848145
	Iteration 26Q: 3 clusters Score -5046296 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 69936 members 
Entering Unmasked Estep 
Score: -5046938.000000 Penalty: 3664.848145
	Iteration 27Q: 3 clusters Score -5046938 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 70946 members 
Entering Unmasked Estep 
Score: -5047542.000000 Penalty: 3664.848145
	Iteration 28Q: 3 clusters Score -5047542 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 71833 members 
Entering Unmasked Estep 
Score: -5048076.000000 Penalty: 3664.848145
	Iteration 29Q: 3 clusters Score -5048076 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 72656 members 
Entering Unmasked Estep 
Score: -5048616.500000 Penalty: 3664.848145
	Iteration 30Q: 3 clusters Score -5048616 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 73429 members 
Entering Unmasked Estep 
Score: -5049135.500000 Penalty: 3664.848145
	Iteration 31Q: 3 clusters Score -5049136 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 74116 members 
Entering Unmasked Estep 
Score: -5049631.000000 Penalty: 3664.848145
	Iteration 32Q: 3 clusters Score -5049631 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 74690 members 
Entering Unmasked Estep 
Score: -5049988.000000 Penalty: 3664.848145
	Iteration 33Q: 3 clusters Score -5049988 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 75163 members 
Entering Unmasked Estep 
Score: -5050264.500000 Penalty: 3664.848145
	Iteration 34Q: 3 clusters Score -5050264 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 75608 members 
Entering Unmasked Estep 
Score: -5050541.500000 Penalty: 3664.848145
	Iteration 35Q: 3 clusters Score -5050542 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 75987 members 
Entering Unmasked Estep 
Score: -5050758.500000 Penalty: 3664.848145
	Iteration 36Q: 3 clusters Score -5050758 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 76329 members 
Entering Unmasked Estep 
Score: -5050933.500000 Penalty: 3664.848145
	Iteration 37Q: 3 clusters Score -5050934 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 76616 members 
Entering Unmasked Estep 
Score: -5051102.000000 Penalty: 3664.848145
	Iteration 38Q: 3 clusters Score -5051102 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 76843 members 
Entering Unmasked Estep 
Score: -5051241.000000 Penalty: 3664.848145
	Iteration 39Q: 3 clusters Score -5051241 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 77033 members 
Entering Unmasked Estep 
Score: -5051347.000000 Penalty: 3664.848145
	Iteration 40F: 3 clusters Score -5051347 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 77200 members 
Entering Unmasked Estep 
Score: -5051432.000000 Penalty: 3664.848145
	Iteration 41Q: 3 clusters Score -5051432 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 77334 members 
Entering Unmasked Estep 
Score: -5051486.500000 Penalty: 3664.848145
	Iteration 42Q: 3 clusters Score -5051486 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 77419 members 
Entering Unmasked Estep 
Score: -5051516.000000 Penalty: 3664.848145
	Iteration 43Q: 3 clusters Score -5051516 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 77493 members 
Entering Unmasked Estep 
Score: -5051552.500000 Penalty: 3664.848145
	Iteration 44Q: 3 clusters Score -5051552 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 77562 members 
Entering Unmasked Estep 
Score: -5051582.500000 Penalty: 3664.848145
	Iteration 45Q: 3 clusters Score -5051582 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 77622 members 
Entering Unmasked Estep 
Score: -5051598.000000 Penalty: 3664.848145
	Iteration 46Q: 3 clusters Score -5051598 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 77661 members 
Entering Unmasked Estep 
Score: -5051618.500000 Penalty: 3664.848145
	Iteration 47Q: 3 clusters Score -5051618 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 77695 members 
Entering Unmasked Estep 
Score: -5051627.000000 Penalty: 3664.848145
	Iteration 48Q: 3 clusters Score -5051627 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 77728 members 
Entering Unmasked Estep 
Score: -5051645.500000 Penalty: 3664.848145
	Iteration 49Q: 3 clusters Score -5051646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 77759 members 
Entering Unmasked Estep 
Score: -5051664.000000 Penalty: 3664.848145
	Iteration 50Q: 3 clusters Score -5051664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 77783 members 
Entering Unmasked Estep 
Score: -5051678.500000 Penalty: 3664.848145
	Iteration 51Q: 3 clusters Score -5051678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 77798 members 
Entering Unmasked Estep 
Score: -5051682.000000 Penalty: 3664.848145
	Iteration 52Q: 3 clusters Score -5051682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 77817 members 
Entering Unmasked Estep 
Score: -5051678.000000 Penalty: 3664.848145
	Iteration 53Q: 3 clusters Score -5051678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -5051689.500000 Penalty: 3664.848145
	Iteration 54Q: 3 clusters Score -5051690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 77854 members 
Entering Unmasked Estep 
Score: -5051695.500000 Penalty: 3664.848145
	Iteration 55Q: 3 clusters Score -5051696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 77867 members 
Entering Unmasked Estep 
Score: -5051695.500000 Penalty: 3664.848145
	Iteration 56Q: 3 clusters Score -5051696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 77879 members 
Entering Unmasked Estep 
Score: -5051703.000000 Penalty: 3664.848145
	Iteration 57Q: 3 clusters Score -5051703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 77881 members 
Entering Unmasked Estep 
Score: -5051706.500000 Penalty: 3664.848145
	Iteration 58Q: 3 clusters Score -5051706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 77885 members 
Entering Unmasked Estep 
Score: -5051707.000000 Penalty: 3664.848145
	Iteration 59Q: 3 clusters Score -5051707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 77887 members 
Entering Unmasked Estep 
Score: -5051710.500000 Penalty: 3664.848145
	Iteration 60F: 3 clusters Score -5051710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 77899 members 
Entering Unmasked Estep 
Score: -5051712.500000 Penalty: 3664.848145
	Iteration 61Q: 3 clusters Score -5051712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 77909 members 
Entering Unmasked Estep 
Score: -5051718.000000 Penalty: 3664.848145
	Iteration 62Q: 3 clusters Score -5051718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 77916 members 
Entering Unmasked Estep 
Score: -5051717.000000 Penalty: 3664.848145
	Iteration 63Q: 3 clusters Score -5051717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 77927 members 
Entering Unmasked Estep 
Score: -5051719.000000 Penalty: 3664.848145
	Iteration 64Q: 3 clusters Score -5051719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 77936 members 
Entering Unmasked Estep 
Score: -5051728.000000 Penalty: 3664.848145
	Iteration 65Q: 3 clusters Score -5051728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 77947 members 
Entering Unmasked Estep 
Score: -5051738.000000 Penalty: 3664.848145
	Iteration 66Q: 3 clusters Score -5051738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 77959 members 
Entering Unmasked Estep 
Score: -5051749.000000 Penalty: 3664.848145
	Iteration 67Q: 3 clusters Score -5051749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 77970 members 
Entering Unmasked Estep 
Score: -5051748.000000 Penalty: 3664.848145
	Iteration 68Q: 3 clusters Score -5051748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 77979 members 
Entering Unmasked Estep 
Score: -5051757.500000 Penalty: 3664.848145
	Iteration 69Q: 3 clusters Score -5051758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -5051758.500000 Penalty: 3664.848145
	Iteration 70Q: 3 clusters Score -5051758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 77992 members 
Entering Unmasked Estep 
Score: -5051763.000000 Penalty: 3664.848145
	Iteration 71Q: 3 clusters Score -5051763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 77995 members 
Entering Unmasked Estep 
Score: -5051764.000000 Penalty: 3664.848145
	Iteration 72Q: 3 clusters Score -5051764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 77998 members 
Entering Unmasked Estep 
Score: -5051764.500000 Penalty: 3664.848145
	Iteration 73Q: 3 clusters Score -5051764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 78002 members 
Entering Unmasked Estep 
Score: -5051763.500000 Penalty: 3664.848145
	Iteration 74Q: 3 clusters Score -5051764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 78005 members 
Entering Unmasked Estep 
Score: -5051764.000000 Penalty: 3664.848145
	Iteration 75Q: 3 clusters Score -5051764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 78007 members 
Entering Unmasked Estep 
Score: -5051760.500000 Penalty: 3664.848145
	Iteration 76Q: 3 clusters Score -5051760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 78010 members 
Entering Unmasked Estep 
Score: -5051766.500000 Penalty: 3664.848145
	Iteration 77Q: 3 clusters Score -5051766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 78010 members 
Entering Unmasked Estep 
Score: -5051766.000000 Penalty: 3664.848145
	Iteration 78Q: 3 clusters Score -5051766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 78011 members 
Entering Unmasked Estep 
Score: -5051770.500000 Penalty: 3664.848145
	Iteration 79Q: 3 clusters Score -5051770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 78011 members 
Entering Unmasked Estep 
Score: -5051770.500000 Penalty: 3664.848145
	Iteration 80F: 3 clusters Score -5051770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Entering Unmasked Estep 
Score: -122089.414062 Penalty: 1237.325684
	Iteration 0F: 2 clusters Score -122089.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -119976.710938 Penalty: 2474.651367
	Iteration 0F: 3 clusters Score -119976.7 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -120437.632812 Penalty: 2474.651367
	Iteration 1F: 3 clusters Score -120437.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -120564.218750 Penalty: 2474.651367
	Iteration 2F: 3 clusters Score -120564.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -120631.914062 Penalty: 2474.651367
	Iteration 3Q: 3 clusters Score -120631.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -120690.242188 Penalty: 2474.651367
	Iteration 4Q: 3 clusters Score -120690.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -120726.625000 Penalty: 2474.651367
	Iteration 5Q: 3 clusters Score -120726.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -120749.242188 Penalty: 2474.651367
	Iteration 6Q: 3 clusters Score -120749.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -120765.468750 Penalty: 2474.651367
	Iteration 7Q: 3 clusters Score -120765.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -120786.429688 Penalty: 2474.651367
	Iteration 8Q: 3 clusters Score -120786.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -120800.007812 Penalty: 2474.651367
	Iteration 9Q: 3 clusters Score -120800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -120815.000000 Penalty: 2474.651367
	Iteration 10Q: 3 clusters Score -120815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -120826.140625 Penalty: 2474.651367
	Iteration 11Q: 3 clusters Score -120826.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -120839.226562 Penalty: 2474.651367
	Iteration 12Q: 3 clusters Score -120839.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -120855.015625 Penalty: 2474.651367
	Iteration 13Q: 3 clusters Score -120855 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -120873.039062 Penalty: 2474.651367
	Iteration 14Q: 3 clusters Score -120873 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -120892.679688 Penalty: 2474.651367
	Iteration 15Q: 3 clusters Score -120892.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -120911.617188 Penalty: 2474.651367
	Iteration 16Q: 3 clusters Score -120911.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -120928.320312 Penalty: 2474.651367
	Iteration 17Q: 3 clusters Score -120928.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -120940.054688 Penalty: 2474.651367
	Iteration 18Q: 3 clusters Score -120940.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -120947.421875 Penalty: 2474.651367
	Iteration 19Q: 3 clusters Score -120947.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -120958.656250 Penalty: 2474.651367
	Iteration 20F: 3 clusters Score -120958.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -120967.226562 Penalty: 2474.651367
	Iteration 21Q: 3 clusters Score -120967.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -120971.875000 Penalty: 2474.651367
	Iteration 22Q: 3 clusters Score -120971.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -120978.421875 Penalty: 2474.651367
	Iteration 23Q: 3 clusters Score -120978.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -120991.265625 Penalty: 2474.651367
	Iteration 24Q: 3 clusters Score -120991.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -121003.515625 Penalty: 2474.651367
	Iteration 25Q: 3 clusters Score -121003.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -121014.671875 Penalty: 2474.651367
	Iteration 26Q: 3 clusters Score -121014.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -121023.210938 Penalty: 2474.651367
	Iteration 27Q: 3 clusters Score -121023.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -121029.851562 Penalty: 2474.651367
	Iteration 28Q: 3 clusters Score -121029.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -121036.257812 Penalty: 2474.651367
	Iteration 29Q: 3 clusters Score -121036.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -121042.710938 Penalty: 2474.651367
	Iteration 30Q: 3 clusters Score -121042.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -121053.460938 Penalty: 2474.651367
	Iteration 31Q: 3 clusters Score -121053.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -121058.875000 Penalty: 2474.651367
	Iteration 32Q: 3 clusters Score -121058.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -121061.328125 Penalty: 2474.651367
	Iteration 33Q: 3 clusters Score -121061.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -121071.125000 Penalty: 2474.651367
	Iteration 34Q: 3 clusters Score -121071.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -121080.601562 Penalty: 2474.651367
	Iteration 35Q: 3 clusters Score -121080.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -121085.468750 Penalty: 2474.651367
	Iteration 36Q: 3 clusters Score -121085.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -121088.835938 Penalty: 2474.651367
	Iteration 37Q: 3 clusters Score -121088.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -121094.945312 Penalty: 2474.651367
	Iteration 38Q: 3 clusters Score -121094.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -121100.445312 Penalty: 2474.651367
	Iteration 39Q: 3 clusters Score -121100.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -121103.359375 Penalty: 2474.651367
	Iteration 40F: 3 clusters Score -121103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -121104.132812 Penalty: 2474.651367
	Iteration 41Q: 3 clusters Score -121104.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -121104.359375 Penalty: 2474.651367
	Iteration 42Q: 3 clusters Score -121104.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -121105.820312 Penalty: 2474.651367
	Iteration 43Q: 3 clusters Score -121105.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -121107.234375 Penalty: 2474.651367
	Iteration 44Q: 3 clusters Score -121107.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -121108.085938 Penalty: 2474.651367
	Iteration 45Q: 3 clusters Score -121108.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -121108.085938 Penalty: 2474.651367
	Iteration 46F: 3 clusters Score -121108.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Entering Unmasked Estep 
Score: -289732.687500 Penalty: 1369.253296
	Iteration 0F: 2 clusters Score -289732.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -286001.656250 Penalty: 2738.506592
	Iteration 0F: 3 clusters Score -286001.7 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -286971.375000 Penalty: 2738.506592
	Iteration 1F: 3 clusters Score -286971.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -287103.812500 Penalty: 2738.506592
	Iteration 2F: 3 clusters Score -287103.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -287195.093750 Penalty: 2738.506592
	Iteration 3Q: 3 clusters Score -287195.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -287254.843750 Penalty: 2738.506592
	Iteration 4Q: 3 clusters Score -287254.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -287297.656250 Penalty: 2738.506592
	Iteration 5Q: 3 clusters Score -287297.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -287328.843750 Penalty: 2738.506592
	Iteration 6Q: 3 clusters Score -287328.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -287361.062500 Penalty: 2738.506592
	Iteration 7Q: 3 clusters Score -287361.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -287400.156250 Penalty: 2738.506592
	Iteration 8Q: 3 clusters Score -287400.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -287435.875000 Penalty: 2738.506592
	Iteration 9Q: 3 clusters Score -287435.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -287472.750000 Penalty: 2738.506592
	Iteration 10Q: 3 clusters Score -287472.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -287512.093750 Penalty: 2738.506592
	Iteration 11Q: 3 clusters Score -287512.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -287558.531250 Penalty: 2738.506592
	Iteration 12Q: 3 clusters Score -287558.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -287613.968750 Penalty: 2738.506592
	Iteration 13Q: 3 clusters Score -287614 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -287678.750000 Penalty: 2738.506592
	Iteration 14Q: 3 clusters Score -287678.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -287748.843750 Penalty: 2738.506592
	Iteration 15Q: 3 clusters Score -287748.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -287838.968750 Penalty: 2738.506592
	Iteration 16Q: 3 clusters Score -287839 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -287954.875000 Penalty: 2738.506592
	Iteration 17Q: 3 clusters Score -287954.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -288060.531250 Penalty: 2738.506592
	Iteration 18Q: 3 clusters Score -288060.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -288168.062500 Penalty: 2738.506592
	Iteration 19Q: 3 clusters Score -288168.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -288266.937500 Penalty: 2738.506592
	Iteration 20F: 3 clusters Score -288266.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -288327.625000 Penalty: 2738.506592
	Iteration 21Q: 3 clusters Score -288327.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -288369.843750 Penalty: 2738.506592
	Iteration 22Q: 3 clusters Score -288369.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -288398.468750 Penalty: 2738.506592
	Iteration 23Q: 3 clusters Score -288398.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -288424.500000 Penalty: 2738.506592
	Iteration 24Q: 3 clusters Score -288424.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -288445.125000 Penalty: 2738.506592
	Iteration 25Q: 3 clusters Score -288445.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -288464.218750 Penalty: 2738.506592
	Iteration 26Q: 3 clusters Score -288464.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -288489.718750 Penalty: 2738.506592
	Iteration 27Q: 3 clusters Score -288489.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -288504.500000 Penalty: 2738.506592
	Iteration 28Q: 3 clusters Score -288504.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -288514.343750 Penalty: 2738.506592
	Iteration 29Q: 3 clusters Score -288514.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -288520.031250 Penalty: 2738.506592
	Iteration 30Q: 3 clusters Score -288520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -288524.031250 Penalty: 2738.506592
	Iteration 31Q: 3 clusters Score -288524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -288525.062500 Penalty: 2738.506592
	Iteration 32Q: 3 clusters Score -288525.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -288525.062500 Penalty: 2738.506592
	Iteration 33F: 3 clusters Score -288525.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Entering Unmasked Estep 
Score: -723039.000000 Penalty: 1526.767334
	Iteration 0F: 2 clusters Score -723039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -714520.000000 Penalty: 3053.534668
	Iteration 0F: 3 clusters Score -714520 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -717404.062500 Penalty: 3053.534668
	Iteration 1F: 3 clusters Score -717404.1 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -717684.687500 Penalty: 3053.534668
	Iteration 2F: 3 clusters Score -717684.7 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -717927.187500 Penalty: 3053.534668
	Iteration 3Q: 3 clusters Score -717927.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -718175.312500 Penalty: 3053.534668
	Iteration 4Q: 3 clusters Score -718175.3 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -718478.750000 Penalty: 3053.534668
	Iteration 5Q: 3 clusters Score -718478.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -718919.875000 Penalty: 3053.534668
	Iteration 6F: 3 clusters Score -718919.9 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -719424.750000 Penalty: 3053.534668
	Iteration 7F: 3 clusters Score -719424.8 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -719972.875000 Penalty: 3053.534668
	Iteration 8F: 3 clusters Score -719972.9 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -720540.875000 Penalty: 3053.534668
	Iteration 9F: 3 clusters Score -720540.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -720999.687500 Penalty: 3053.534668
	Iteration 10Q: 3 clusters Score -720999.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -721358.062500 Penalty: 3053.534668
	Iteration 11Q: 3 clusters Score -721358.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -721743.937500 Penalty: 3053.534668
	Iteration 12Q: 3 clusters Score -721743.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -722083.875000 Penalty: 3053.534668
	Iteration 13Q: 3 clusters Score -722083.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -722223.062500 Penalty: 3053.534668
	Iteration 14Q: 3 clusters Score -722223.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -722287.375000 Penalty: 3053.534668
	Iteration 15Q: 3 clusters Score -722287.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -722305.937500 Penalty: 3053.534668
	Iteration 16Q: 3 clusters Score -722305.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -722318.625000 Penalty: 3053.534668
	Iteration 17Q: 3 clusters Score -722318.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -722324.062500 Penalty: 3053.534668
	Iteration 18Q: 3 clusters Score -722324.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -722328.125000 Penalty: 3053.534668
	Iteration 19Q: 3 clusters Score -722328.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -722334.812500 Penalty: 3053.534668
	Iteration 20F: 3 clusters Score -722334.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -722340.500000 Penalty: 3053.534668
	Iteration 21Q: 3 clusters Score -722340.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -722345.125000 Penalty: 3053.534668
	Iteration 22Q: 3 clusters Score -722345.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -722354.437500 Penalty: 3053.534668
	Iteration 23Q: 3 clusters Score -722354.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -722370.625000 Penalty: 3053.534668
	Iteration 24Q: 3 clusters Score -722370.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -722386.687500 Penalty: 3053.534668
	Iteration 25Q: 3 clusters Score -722386.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -722395.687500 Penalty: 3053.534668
	Iteration 26Q: 3 clusters Score -722395.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -722404.937500 Penalty: 3053.534668
	Iteration 27Q: 3 clusters Score -722404.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -722412.562500 Penalty: 3053.534668
	Iteration 28Q: 3 clusters Score -722412.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -722424.062500 Penalty: 3053.534668
	Iteration 29Q: 3 clusters Score -722424.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -722430.750000 Penalty: 3053.534668
	Iteration 30Q: 3 clusters Score -722430.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -722433.187500 Penalty: 3053.534668
	Iteration 31Q: 3 clusters Score -722433.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -722438.375000 Penalty: 3053.534668
	Iteration 32Q: 3 clusters Score -722438.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -722439.750000 Penalty: 3053.534668
	Iteration 33Q: 3 clusters Score -722439.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -722448.312500 Penalty: 3053.534668
	Iteration 34Q: 3 clusters Score -722448.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -722460.562500 Penalty: 3053.534668
	Iteration 35Q: 3 clusters Score -722460.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -722469.812500 Penalty: 3053.534668
	Iteration 36Q: 3 clusters Score -722469.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -722477.437500 Penalty: 3053.534668
	Iteration 37Q: 3 clusters Score -722477.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -722482.500000 Penalty: 3053.534668
	Iteration 38Q: 3 clusters Score -722482.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -722481.062500 Penalty: 3053.534668
	Iteration 39Q: 3 clusters Score -722481.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -722482.375000 Penalty: 3053.534668
	Iteration 40F: 3 clusters Score -722482.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -722483.625000 Penalty: 3053.534668
	Iteration 41Q: 3 clusters Score -722483.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -722484.187500 Penalty: 3053.534668
	Iteration 42Q: 3 clusters Score -722484.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -722485.500000 Penalty: 3053.534668
	Iteration 43Q: 3 clusters Score -722485.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -722485.125000 Penalty: 3053.534668
	Iteration 44Q: 3 clusters Score -722485.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -722485.187500 Penalty: 3053.534668
	Iteration 45Q: 3 clusters Score -722485.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -722486.000000 Penalty: 3053.534668
	Iteration 46Q: 3 clusters Score -722486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -722486.000000 Penalty: 3053.534668
	Iteration 47F: 3 clusters Score -722486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Entering Unmasked Estep 
Score: -924192.812500 Penalty: 1567.045288
	Iteration 0F: 2 clusters Score -924192.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -913595.250000 Penalty: 3134.090576
	Iteration 0F: 3 clusters Score -913595.2 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -917511.687500 Penalty: 3134.090576
	Iteration 1F: 3 clusters Score -917511.7 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -917978.250000 Penalty: 3134.090576
	Iteration 2F: 3 clusters Score -917978.2 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -918410.000000 Penalty: 3134.090576
	Iteration 3F: 3 clusters Score -918410 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -918898.437500 Penalty: 3134.090576
	Iteration 4F: 3 clusters Score -918898.4 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -919433.500000 Penalty: 3134.090576
	Iteration 5F: 3 clusters Score -919433.5 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -919966.437500 Penalty: 3134.090576
	Iteration 6F: 3 clusters Score -919966.4 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -920391.750000 Penalty: 3134.090576
	Iteration 7Q: 3 clusters Score -920391.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -920785.875000 Penalty: 3134.090576
	Iteration 8Q: 3 clusters Score -920785.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -921080.875000 Penalty: 3134.090576
	Iteration 9Q: 3 clusters Score -921080.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -921284.750000 Penalty: 3134.090576
	Iteration 10Q: 3 clusters Score -921284.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -921441.875000 Penalty: 3134.090576
	Iteration 11Q: 3 clusters Score -921441.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -921551.312500 Penalty: 3134.090576
	Iteration 12Q: 3 clusters Score -921551.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -921627.625000 Penalty: 3134.090576
	Iteration 13Q: 3 clusters Score -921627.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -921679.062500 Penalty: 3134.090576
	Iteration 14Q: 3 clusters Score -921679.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -921726.875000 Penalty: 3134.090576
	Iteration 15Q: 3 clusters Score -921726.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -921760.000000 Penalty: 3134.090576
	Iteration 16Q: 3 clusters Score -921760 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -921790.250000 Penalty: 3134.090576
	Iteration 17Q: 3 clusters Score -921790.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -921811.687500 Penalty: 3134.090576
	Iteration 18Q: 3 clusters Score -921811.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -921837.187500 Penalty: 3134.090576
	Iteration 19Q: 3 clusters Score -921837.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -921860.625000 Penalty: 3134.090576
	Iteration 20F: 3 clusters Score -921860.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -921889.125000 Penalty: 3134.090576
	Iteration 21Q: 3 clusters Score -921889.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -921915.437500 Penalty: 3134.090576
	Iteration 22Q: 3 clusters Score -921915.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -921932.687500 Penalty: 3134.090576
	Iteration 23Q: 3 clusters Score -921932.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -921945.937500 Penalty: 3134.090576
	Iteration 24Q: 3 clusters Score -921945.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -921958.875000 Penalty: 3134.090576
	Iteration 25Q: 3 clusters Score -921958.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -921966.812500 Penalty: 3134.090576
	Iteration 26Q: 3 clusters Score -921966.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -921978.312500 Penalty: 3134.090576
	Iteration 27Q: 3 clusters Score -921978.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -921991.125000 Penalty: 3134.090576
	Iteration 28Q: 3 clusters Score -921991.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -921998.625000 Penalty: 3134.090576
	Iteration 29Q: 3 clusters Score -921998.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -922008.312500 Penalty: 3134.090576
	Iteration 30Q: 3 clusters Score -922008.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -922017.812500 Penalty: 3134.090576
	Iteration 31Q: 3 clusters Score -922017.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -922028.812500 Penalty: 3134.090576
	Iteration 32Q: 3 clusters Score -922028.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -922038.750000 Penalty: 3134.090576
	Iteration 33Q: 3 clusters Score -922038.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -922055.375000 Penalty: 3134.090576
	Iteration 34Q: 3 clusters Score -922055.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -922068.312500 Penalty: 3134.090576
	Iteration 35Q: 3 clusters Score -922068.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -922078.812500 Penalty: 3134.090576
	Iteration 36Q: 3 clusters Score -922078.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -922089.875000 Penalty: 3134.090576
	Iteration 37Q: 3 clusters Score -922089.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -922099.875000 Penalty: 3134.090576
	Iteration 38Q: 3 clusters Score -922099.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -922109.750000 Penalty: 3134.090576
	Iteration 39Q: 3 clusters Score -922109.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -922119.937500 Penalty: 3134.090576
	Iteration 40F: 3 clusters Score -922119.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -922130.312500 Penalty: 3134.090576
	Iteration 41Q: 3 clusters Score -922130.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -922142.375000 Penalty: 3134.090576
	Iteration 42Q: 3 clusters Score -922142.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -922153.250000 Penalty: 3134.090576
	Iteration 43Q: 3 clusters Score -922153.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -922163.437500 Penalty: 3134.090576
	Iteration 44Q: 3 clusters Score -922163.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -922173.937500 Penalty: 3134.090576
	Iteration 45Q: 3 clusters Score -922173.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -922180.750000 Penalty: 3134.090576
	Iteration 46Q: 3 clusters Score -922180.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -922194.437500 Penalty: 3134.090576
	Iteration 47Q: 3 clusters Score -922194.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -922212.187500 Penalty: 3134.090576
	Iteration 48Q: 3 clusters Score -922212.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -922226.437500 Penalty: 3134.090576
	Iteration 49Q: 3 clusters Score -922226.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -922239.125000 Penalty: 3134.090576
	Iteration 50Q: 3 clusters Score -922239.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -922252.312500 Penalty: 3134.090576
	Iteration 51Q: 3 clusters Score -922252.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -922264.062500 Penalty: 3134.090576
	Iteration 52Q: 3 clusters Score -922264.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -922274.437500 Penalty: 3134.090576
	Iteration 53Q: 3 clusters Score -922274.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -922283.687500 Penalty: 3134.090576
	Iteration 54Q: 3 clusters Score -922283.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -922292.000000 Penalty: 3134.090576
	Iteration 55Q: 3 clusters Score -922292 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -922299.312500 Penalty: 3134.090576
	Iteration 56Q: 3 clusters Score -922299.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -922307.562500 Penalty: 3134.090576
	Iteration 57Q: 3 clusters Score -922307.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -922308.562500 Penalty: 3134.090576
	Iteration 58Q: 3 clusters Score -922308.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -922316.500000 Penalty: 3134.090576
	Iteration 59Q: 3 clusters Score -922316.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -922320.312500 Penalty: 3134.090576
	Iteration 60F: 3 clusters Score -922320.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -922322.625000 Penalty: 3134.090576
	Iteration 61Q: 3 clusters Score -922322.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -922327.937500 Penalty: 3134.090576
	Iteration 62Q: 3 clusters Score -922327.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -922329.312500 Penalty: 3134.090576
	Iteration 63Q: 3 clusters Score -922329.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -922331.562500 Penalty: 3134.090576
	Iteration 64Q: 3 clusters Score -922331.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -922335.250000 Penalty: 3134.090576
	Iteration 65Q: 3 clusters Score -922335.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -922338.062500 Penalty: 3134.090576
	Iteration 66Q: 3 clusters Score -922338.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -922337.625000 Penalty: 3134.090576
	Iteration 67Q: 3 clusters Score -922337.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -922337.500000 Penalty: 3134.090576
	Iteration 68Q: 3 clusters Score -922337.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -922340.312500 Penalty: 3134.090576
	Iteration 69Q: 3 clusters Score -922340.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -922343.625000 Penalty: 3134.090576
	Iteration 70Q: 3 clusters Score -922343.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -922341.250000 Penalty: 3134.090576
	Iteration 71Q: 3 clusters Score -922341.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -922340.875000 Penalty: 3134.090576
	Iteration 72Q: 3 clusters Score -922340.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -922344.437500 Penalty: 3134.090576
	Iteration 73Q: 3 clusters Score -922344.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -922346.125000 Penalty: 3134.090576
	Iteration 74Q: 3 clusters Score -922346.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -922352.312500 Penalty: 3134.090576
	Iteration 75Q: 3 clusters Score -922352.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -922351.125000 Penalty: 3134.090576
	Iteration 76Q: 3 clusters Score -922351.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -922355.312500 Penalty: 3134.090576
	Iteration 77Q: 3 clusters Score -922355.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -922357.375000 Penalty: 3134.090576
	Iteration 78Q: 3 clusters Score -922357.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -922357.812500 Penalty: 3134.090576
	Iteration 79Q: 3 clusters Score -922357.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -922361.562500 Penalty: 3134.090576
	Iteration 80F: 3 clusters Score -922361.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -922365.875000 Penalty: 3134.090576
	Iteration 81Q: 3 clusters Score -922365.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -922363.562500 Penalty: 3134.090576
	Iteration 82Q: 3 clusters Score -922363.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -922368.062500 Penalty: 3134.090576
	Iteration 83Q: 3 clusters Score -922368.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -922368.750000 Penalty: 3134.090576
	Iteration 84Q: 3 clusters Score -922368.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -922370.687500 Penalty: 3134.090576
	Iteration 85Q: 3 clusters Score -922370.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -922374.187500 Penalty: 3134.090576
	Iteration 86Q: 3 clusters Score -922374.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -922374.250000 Penalty: 3134.090576
	Iteration 87Q: 3 clusters Score -922374.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -922377.187500 Penalty: 3134.090576
	Iteration 88Q: 3 clusters Score -922377.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -922379.375000 Penalty: 3134.090576
	Iteration 89Q: 3 clusters Score -922379.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -922381.687500 Penalty: 3134.090576
	Iteration 90Q: 3 clusters Score -922381.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -922380.750000 Penalty: 3134.090576
	Iteration 91Q: 3 clusters Score -922380.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -922381.000000 Penalty: 3134.090576
	Iteration 92Q: 3 clusters Score -922381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -922380.687500 Penalty: 3134.090576
	Iteration 93Q: 3 clusters Score -922380.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -922383.687500 Penalty: 3134.090576
	Iteration 94Q: 3 clusters Score -922383.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -922383.437500 Penalty: 3134.090576
	Iteration 95Q: 3 clusters Score -922383.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -922383.687500 Penalty: 3134.090576
	Iteration 96Q: 3 clusters Score -922383.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -922384.500000 Penalty: 3134.090576
	Iteration 97Q: 3 clusters Score -922384.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -922386.312500 Penalty: 3134.090576
	Iteration 98Q: 3 clusters Score -922386.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -922389.937500 Penalty: 3134.090576
	Iteration 99Q: 3 clusters Score -922389.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -922387.187500 Penalty: 3134.090576
	Iteration 100F: 3 clusters Score -922387.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -922388.562500 Penalty: 3134.090576
	Iteration 101Q: 3 clusters Score -922388.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -922386.687500 Penalty: 3134.090576
	Iteration 102Q: 3 clusters Score -922386.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -922388.750000 Penalty: 3134.090576
	Iteration 103Q: 3 clusters Score -922388.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -922390.500000 Penalty: 3134.090576
	Iteration 104Q: 3 clusters Score -922390.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -922391.687500 Penalty: 3134.090576
	Iteration 105Q: 3 clusters Score -922391.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -922390.500000 Penalty: 3134.090576
	Iteration 106Q: 3 clusters Score -922390.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -922390.437500 Penalty: 3134.090576
	Iteration 107Q: 3 clusters Score -922390.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -922394.187500 Penalty: 3134.090576
	Iteration 108Q: 3 clusters Score -922394.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -922394.812500 Penalty: 3134.090576
	Iteration 109Q: 3 clusters Score -922394.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -922391.875000 Penalty: 3134.090576
	Iteration 110Q: 3 clusters Score -922391.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -922394.937500 Penalty: 3134.090576
	Iteration 111Q: 3 clusters Score -922394.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -922396.625000 Penalty: 3134.090576
	Iteration 112Q: 3 clusters Score -922396.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -922397.875000 Penalty: 3134.090576
	Iteration 113Q: 3 clusters Score -922397.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -922395.562500 Penalty: 3134.090576
	Iteration 114Q: 3 clusters Score -922395.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -922397.625000 Penalty: 3134.090576
	Iteration 115Q: 3 clusters Score -922397.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -922399.375000 Penalty: 3134.090576
	Iteration 116Q: 3 clusters Score -922399.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -922401.562500 Penalty: 3134.090576
	Iteration 117Q: 3 clusters Score -922401.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -922400.500000 Penalty: 3134.090576
	Iteration 118Q: 3 clusters Score -922400.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -922406.250000 Penalty: 3134.090576
	Iteration 119Q: 3 clusters Score -922406.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -922408.125000 Penalty: 3134.090576
	Iteration 120F: 3 clusters Score -922408.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -922410.625000 Penalty: 3134.090576
	Iteration 121Q: 3 clusters Score -922410.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -922414.312500 Penalty: 3134.090576
	Iteration 122Q: 3 clusters Score -922414.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -922415.000000 Penalty: 3134.090576
	Iteration 123Q: 3 clusters Score -922415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -922414.562500 Penalty: 3134.090576
	Iteration 124Q: 3 clusters Score -922414.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -922416.250000 Penalty: 3134.090576
	Iteration 125Q: 3 clusters Score -922416.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -922419.312500 Penalty: 3134.090576
	Iteration 126Q: 3 clusters Score -922419.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -922419.562500 Penalty: 3134.090576
	Iteration 127Q: 3 clusters Score -922419.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -922421.562500 Penalty: 3134.090576
	Iteration 128Q: 3 clusters Score -922421.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -922421.187500 Penalty: 3134.090576
	Iteration 129Q: 3 clusters Score -922421.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -922425.875000 Penalty: 3134.090576
	Iteration 130Q: 3 clusters Score -922425.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -922430.125000 Penalty: 3134.090576
	Iteration 131Q: 3 clusters Score -922430.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -922433.625000 Penalty: 3134.090576
	Iteration 132Q: 3 clusters Score -922433.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -922439.875000 Penalty: 3134.090576
	Iteration 133Q: 3 clusters Score -922439.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -922448.062500 Penalty: 3134.090576
	Iteration 134Q: 3 clusters Score -922448.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -922455.187500 Penalty: 3134.090576
	Iteration 135Q: 3 clusters Score -922455.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -922465.375000 Penalty: 3134.090576
	Iteration 136Q: 3 clusters Score -922465.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -922470.875000 Penalty: 3134.090576
	Iteration 137Q: 3 clusters Score -922470.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -922482.562500 Penalty: 3134.090576
	Iteration 138Q: 3 clusters Score -922482.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -922485.875000 Penalty: 3134.090576
	Iteration 139Q: 3 clusters Score -922485.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -922493.937500 Penalty: 3134.090576
	Iteration 140F: 3 clusters Score -922493.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -922494.937500 Penalty: 3134.090576
	Iteration 141Q: 3 clusters Score -922494.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -922501.687500 Penalty: 3134.090576
	Iteration 142Q: 3 clusters Score -922501.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -922506.750000 Penalty: 3134.090576
	Iteration 143Q: 3 clusters Score -922506.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -922513.500000 Penalty: 3134.090576
	Iteration 144Q: 3 clusters Score -922513.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -922515.937500 Penalty: 3134.090576
	Iteration 145Q: 3 clusters Score -922515.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -922520.125000 Penalty: 3134.090576
	Iteration 146Q: 3 clusters Score -922520.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -922523.312500 Penalty: 3134.090576
	Iteration 147Q: 3 clusters Score -922523.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -922530.625000 Penalty: 3134.090576
	Iteration 148Q: 3 clusters Score -922530.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -922532.062500 Penalty: 3134.090576
	Iteration 149Q: 3 clusters Score -922532.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -922539.812500 Penalty: 3134.090576
	Iteration 150Q: 3 clusters Score -922539.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -922545.250000 Penalty: 3134.090576
	Iteration 151Q: 3 clusters Score -922545.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -922553.750000 Penalty: 3134.090576
	Iteration 152Q: 3 clusters Score -922553.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -922565.062500 Penalty: 3134.090576
	Iteration 153Q: 3 clusters Score -922565.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -922577.812500 Penalty: 3134.090576
	Iteration 154Q: 3 clusters Score -922577.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -922591.187500 Penalty: 3134.090576
	Iteration 155Q: 3 clusters Score -922591.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -922607.000000 Penalty: 3134.090576
	Iteration 156Q: 3 clusters Score -922607 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -922623.000000 Penalty: 3134.090576
	Iteration 157Q: 3 clusters Score -922623 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -922634.312500 Penalty: 3134.090576
	Iteration 158Q: 3 clusters Score -922634.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -922647.250000 Penalty: 3134.090576
	Iteration 159Q: 3 clusters Score -922647.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -922659.000000 Penalty: 3134.090576
	Iteration 160F: 3 clusters Score -922659 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -922661.562500 Penalty: 3134.090576
	Iteration 161Q: 3 clusters Score -922661.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -922669.625000 Penalty: 3134.090576
	Iteration 162Q: 3 clusters Score -922669.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -922677.625000 Penalty: 3134.090576
	Iteration 163Q: 3 clusters Score -922677.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -922685.812500 Penalty: 3134.090576
	Iteration 164Q: 3 clusters Score -922685.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -922696.000000 Penalty: 3134.090576
	Iteration 165Q: 3 clusters Score -922696 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -922705.875000 Penalty: 3134.090576
	Iteration 166Q: 3 clusters Score -922705.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -922713.687500 Penalty: 3134.090576
	Iteration 167Q: 3 clusters Score -922713.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -922719.187500 Penalty: 3134.090576
	Iteration 168Q: 3 clusters Score -922719.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -922723.187500 Penalty: 3134.090576
	Iteration 169Q: 3 clusters Score -922723.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -922725.687500 Penalty: 3134.090576
	Iteration 170Q: 3 clusters Score -922725.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -922728.000000 Penalty: 3134.090576
	Iteration 171Q: 3 clusters Score -922728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -922733.312500 Penalty: 3134.090576
	Iteration 172Q: 3 clusters Score -922733.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -922731.875000 Penalty: 3134.090576
	Iteration 173Q: 3 clusters Score -922731.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -922738.750000 Penalty: 3134.090576
	Iteration 174Q: 3 clusters Score -922738.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -922743.750000 Penalty: 3134.090576
	Iteration 175Q: 3 clusters Score -922743.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -922748.500000 Penalty: 3134.090576
	Iteration 176Q: 3 clusters Score -922748.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -922755.750000 Penalty: 3134.090576
	Iteration 177Q: 3 clusters Score -922755.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -922756.437500 Penalty: 3134.090576
	Iteration 178Q: 3 clusters Score -922756.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -922761.875000 Penalty: 3134.090576
	Iteration 179Q: 3 clusters Score -922761.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -922762.125000 Penalty: 3134.090576
	Iteration 180F: 3 clusters Score -922762.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -922766.875000 Penalty: 3134.090576
	Iteration 181Q: 3 clusters Score -922766.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -922768.625000 Penalty: 3134.090576
	Iteration 182Q: 3 clusters Score -922768.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -922772.500000 Penalty: 3134.090576
	Iteration 183Q: 3 clusters Score -922772.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -922771.750000 Penalty: 3134.090576
	Iteration 184Q: 3 clusters Score -922771.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -922775.250000 Penalty: 3134.090576
	Iteration 185Q: 3 clusters Score -922775.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -922777.875000 Penalty: 3134.090576
	Iteration 186Q: 3 clusters Score -922777.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -922779.750000 Penalty: 3134.090576
	Iteration 187Q: 3 clusters Score -922779.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -922780.125000 Penalty: 3134.090576
	Iteration 188Q: 3 clusters Score -922780.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -922780.625000 Penalty: 3134.090576
	Iteration 189Q: 3 clusters Score -922780.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -922780.312500 Penalty: 3134.090576
	Iteration 190Q: 3 clusters Score -922780.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -922781.187500 Penalty: 3134.090576
	Iteration 191Q: 3 clusters Score -922781.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -922786.625000 Penalty: 3134.090576
	Iteration 192Q: 3 clusters Score -922786.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -922790.750000 Penalty: 3134.090576
	Iteration 193Q: 3 clusters Score -922790.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -922791.750000 Penalty: 3134.090576
	Iteration 194Q: 3 clusters Score -922791.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -922792.562500 Penalty: 3134.090576
	Iteration 195Q: 3 clusters Score -922792.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -922794.625000 Penalty: 3134.090576
	Iteration 196Q: 3 clusters Score -922794.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -922797.562500 Penalty: 3134.090576
	Iteration 197Q: 3 clusters Score -922797.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -922798.750000 Penalty: 3134.090576
	Iteration 198Q: 3 clusters Score -922798.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -922802.062500 Penalty: 3134.090576
	Iteration 199Q: 3 clusters Score -922802.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -922803.687500 Penalty: 3134.090576
	Iteration 200F: 3 clusters Score -922803.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -922803.937500 Penalty: 3134.090576
	Iteration 201Q: 3 clusters Score -922803.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -922806.500000 Penalty: 3134.090576
	Iteration 202Q: 3 clusters Score -922806.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -922807.125000 Penalty: 3134.090576
	Iteration 203Q: 3 clusters Score -922807.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -922809.750000 Penalty: 3134.090576
	Iteration 204Q: 3 clusters Score -922809.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -922807.062500 Penalty: 3134.090576
	Iteration 205Q: 3 clusters Score -922807.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -922809.562500 Penalty: 3134.090576
	Iteration 206Q: 3 clusters Score -922809.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -922809.750000 Penalty: 3134.090576
	Iteration 207Q: 3 clusters Score -922809.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -922813.312500 Penalty: 3134.090576
	Iteration 208Q: 3 clusters Score -922813.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -922815.437500 Penalty: 3134.090576
	Iteration 209Q: 3 clusters Score -922815.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -922814.437500 Penalty: 3134.090576
	Iteration 210Q: 3 clusters Score -922814.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -922815.875000 Penalty: 3134.090576
	Iteration 211Q: 3 clusters Score -922815.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -922820.750000 Penalty: 3134.090576
	Iteration 212Q: 3 clusters Score -922820.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -922822.687500 Penalty: 3134.090576
	Iteration 213Q: 3 clusters Score -922822.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -922824.812500 Penalty: 3134.090576
	Iteration 214Q: 3 clusters Score -922824.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -922827.750000 Penalty: 3134.090576
	Iteration 215Q: 3 clusters Score -922827.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -922829.687500 Penalty: 3134.090576
	Iteration 216Q: 3 clusters Score -922829.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -922833.625000 Penalty: 3134.090576
	Iteration 217Q: 3 clusters Score -922833.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -922835.500000 Penalty: 3134.090576
	Iteration 218Q: 3 clusters Score -922835.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -922835.812500 Penalty: 3134.090576
	Iteration 219Q: 3 clusters Score -922835.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -922835.937500 Penalty: 3134.090576
	Iteration 220F: 3 clusters Score -922835.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -922836.312500 Penalty: 3134.090576
	Iteration 221Q: 3 clusters Score -922836.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -922838.187500 Penalty: 3134.090576
	Iteration 222Q: 3 clusters Score -922838.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -922839.562500 Penalty: 3134.090576
	Iteration 223Q: 3 clusters Score -922839.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -922841.375000 Penalty: 3134.090576
	Iteration 224Q: 3 clusters Score -922841.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -922841.937500 Penalty: 3134.090576
	Iteration 225Q: 3 clusters Score -922841.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -922842.875000 Penalty: 3134.090576
	Iteration 226Q: 3 clusters Score -922842.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -922844.812500 Penalty: 3134.090576
	Iteration 227Q: 3 clusters Score -922844.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -922844.312500 Penalty: 3134.090576
	Iteration 228Q: 3 clusters Score -922844.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -922846.062500 Penalty: 3134.090576
	Iteration 229Q: 3 clusters Score -922846.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -922846.000000 Penalty: 3134.090576
	Iteration 230Q: 3 clusters Score -922846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -922845.562500 Penalty: 3134.090576
	Iteration 231Q: 3 clusters Score -922845.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -922846.000000 Penalty: 3134.090576
	Iteration 232Q: 3 clusters Score -922846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -922847.000000 Penalty: 3134.090576
	Iteration 233Q: 3 clusters Score -922847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -922845.187500 Penalty: 3134.090576
	Iteration 234Q: 3 clusters Score -922845.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -922845.312500 Penalty: 3134.090576
	Iteration 235Q: 3 clusters Score -922845.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -922843.812500 Penalty: 3134.090576
	Iteration 236Q: 3 clusters Score -922843.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -922843.750000 Penalty: 3134.090576
	Iteration 237Q: 3 clusters Score -922843.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -922845.500000 Penalty: 3134.090576
	Iteration 238Q: 3 clusters Score -922845.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -922845.812500 Penalty: 3134.090576
	Iteration 239Q: 3 clusters Score -922845.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -922844.375000 Penalty: 3134.090576
	Iteration 240F: 3 clusters Score -922844.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Entering Unmasked Estep 
Score: -2894265.750000 Penalty: 1747.559937
	Iteration 0F: 2 clusters Score -2894266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -2862830.500000 Penalty: 3495.119873
	Iteration 0F: 3 clusters Score -2862830 nChanged 21932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -2875579.750000 Penalty: 3495.119873
	Iteration 1F: 3 clusters Score -2875580 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -2876208.000000 Penalty: 3495.119873
	Iteration 2Q: 3 clusters Score -2876208 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -2877065.750000 Penalty: 3495.119873
	Iteration 3Q: 3 clusters Score -2877066 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -2878338.750000 Penalty: 3495.119873
	Iteration 4F: 3 clusters Score -2878339 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -2880227.500000 Penalty: 3495.119873
	Iteration 5F: 3 clusters Score -2880228 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -2882859.500000 Penalty: 3495.119873
	Iteration 6F: 3 clusters Score -2882860 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -2885957.000000 Penalty: 3495.119873
	Iteration 7F: 3 clusters Score -2885957 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -2888772.750000 Penalty: 3495.119873
	Iteration 8F: 3 clusters Score -2888773 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -2890737.750000 Penalty: 3495.119873
	Iteration 9Q: 3 clusters Score -2890738 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
Score: -2891768.750000 Penalty: 3495.119873
	Iteration 10Q: 3 clusters Score -2891769 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -2892273.250000 Penalty: 3495.119873
	Iteration 11Q: 3 clusters Score -2892273 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -2892503.250000 Penalty: 3495.119873
	Iteration 12Q: 3 clusters Score -2892503 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -2892613.250000 Penalty: 3495.119873
	Iteration 13Q: 3 clusters Score -2892613 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -2892669.000000 Penalty: 3495.119873
	Iteration 14Q: 3 clusters Score -2892669 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -2892702.500000 Penalty: 3495.119873
	Iteration 15Q: 3 clusters Score -2892702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -2892723.500000 Penalty: 3495.119873
	Iteration 16Q: 3 clusters Score -2892724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -2892744.250000 Penalty: 3495.119873
	Iteration 17Q: 3 clusters Score -2892744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -2892759.000000 Penalty: 3495.119873
	Iteration 18Q: 3 clusters Score -2892759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -2892768.250000 Penalty: 3495.119873
	Iteration 19Q: 3 clusters Score -2892768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -2892772.750000 Penalty: 3495.119873
	Iteration 20F: 3 clusters Score -2892773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -2892777.250000 Penalty: 3495.119873
	Iteration 21Q: 3 clusters Score -2892777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -2892783.000000 Penalty: 3495.119873
	Iteration 22Q: 3 clusters Score -2892783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -2892783.250000 Penalty: 3495.119873
	Iteration 23Q: 3 clusters Score -2892783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -2892783.250000 Penalty: 3495.119873
	Iteration 24F: 3 clusters Score -2892783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Entering Unmasked Estep 
Score: -259068.468750 Penalty: 1351.160156
	Iteration 0F: 2 clusters Score -259068.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -255671.296875 Penalty: 2702.320312
	Iteration 0F: 3 clusters Score -255671.3 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -256531.265625 Penalty: 2702.320312
	Iteration 1F: 3 clusters Score -256531.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -256667.328125 Penalty: 2702.320312
	Iteration 2F: 3 clusters Score -256667.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -256763.375000 Penalty: 2702.320312
	Iteration 3Q: 3 clusters Score -256763.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -256829.828125 Penalty: 2702.320312
	Iteration 4Q: 3 clusters Score -256829.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -256887.406250 Penalty: 2702.320312
	Iteration 5Q: 3 clusters Score -256887.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -256933.562500 Penalty: 2702.320312
	Iteration 6Q: 3 clusters Score -256933.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -256965.906250 Penalty: 2702.320312
	Iteration 7Q: 3 clusters Score -256965.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -256995.359375 Penalty: 2702.320312
	Iteration 8Q: 3 clusters Score -256995.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -257022.765625 Penalty: 2702.320312
	Iteration 9Q: 3 clusters Score -257022.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -257043.703125 Penalty: 2702.320312
	Iteration 10Q: 3 clusters Score -257043.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -257068.750000 Penalty: 2702.320312
	Iteration 11Q: 3 clusters Score -257068.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -257094.484375 Penalty: 2702.320312
	Iteration 12Q: 3 clusters Score -257094.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -257130.984375 Penalty: 2702.320312
	Iteration 13Q: 3 clusters Score -257131 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -257167.609375 Penalty: 2702.320312
	Iteration 14Q: 3 clusters Score -257167.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -257207.250000 Penalty: 2702.320312
	Iteration 15Q: 3 clusters Score -257207.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -257248.421875 Penalty: 2702.320312
	Iteration 16Q: 3 clusters Score -257248.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -257292.218750 Penalty: 2702.320312
	Iteration 17Q: 3 clusters Score -257292.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -257343.031250 Penalty: 2702.320312
	Iteration 18Q: 3 clusters Score -257343 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -257398.359375 Penalty: 2702.320312
	Iteration 19Q: 3 clusters Score -257398.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -257447.218750 Penalty: 2702.320312
	Iteration 20F: 3 clusters Score -257447.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -257488.171875 Penalty: 2702.320312
	Iteration 21Q: 3 clusters Score -257488.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -257525.687500 Penalty: 2702.320312
	Iteration 22Q: 3 clusters Score -257525.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -257559.515625 Penalty: 2702.320312
	Iteration 23Q: 3 clusters Score -257559.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -257591.484375 Penalty: 2702.320312
	Iteration 24Q: 3 clusters Score -257591.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -257626.656250 Penalty: 2702.320312
	Iteration 25Q: 3 clusters Score -257626.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -257656.171875 Penalty: 2702.320312
	Iteration 26Q: 3 clusters Score -257656.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -257673.875000 Penalty: 2702.320312
	Iteration 27Q: 3 clusters Score -257673.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -257688.078125 Penalty: 2702.320312
	Iteration 28Q: 3 clusters Score -257688.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -257698.125000 Penalty: 2702.320312
	Iteration 29Q: 3 clusters Score -257698.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -257706.843750 Penalty: 2702.320312
	Iteration 30Q: 3 clusters Score -257706.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -257716.015625 Penalty: 2702.320312
	Iteration 31Q: 3 clusters Score -257716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -257723.921875 Penalty: 2702.320312
	Iteration 32Q: 3 clusters Score -257723.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -257730.859375 Penalty: 2702.320312
	Iteration 33Q: 3 clusters Score -257730.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -257737.500000 Penalty: 2702.320312
	Iteration 34Q: 3 clusters Score -257737.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -257739.921875 Penalty: 2702.320312
	Iteration 35Q: 3 clusters Score -257739.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -257743.000000 Penalty: 2702.320312
	Iteration 36Q: 3 clusters Score -257743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -257746.500000 Penalty: 2702.320312
	Iteration 37Q: 3 clusters Score -257746.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -257753.421875 Penalty: 2702.320312
	Iteration 38Q: 3 clusters Score -257753.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -257762.000000 Penalty: 2702.320312
	Iteration 39Q: 3 clusters Score -257762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -257769.171875 Penalty: 2702.320312
	Iteration 40F: 3 clusters Score -257769.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -257777.296875 Penalty: 2702.320312
	Iteration 41Q: 3 clusters Score -257777.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -257784.046875 Penalty: 2702.320312
	Iteration 42Q: 3 clusters Score -257784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -257788.718750 Penalty: 2702.320312
	Iteration 43Q: 3 clusters Score -257788.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -257793.828125 Penalty: 2702.320312
	Iteration 44Q: 3 clusters Score -257793.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -257802.343750 Penalty: 2702.320312
	Iteration 45Q: 3 clusters Score -257802.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -257812.031250 Penalty: 2702.320312
	Iteration 46Q: 3 clusters Score -257812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -257818.781250 Penalty: 2702.320312
	Iteration 47Q: 3 clusters Score -257818.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -257823.859375 Penalty: 2702.320312
	Iteration 48Q: 3 clusters Score -257823.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -257827.546875 Penalty: 2702.320312
	Iteration 49Q: 3 clusters Score -257827.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -257830.171875 Penalty: 2702.320312
	Iteration 50Q: 3 clusters Score -257830.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -257831.953125 Penalty: 2702.320312
	Iteration 51Q: 3 clusters Score -257832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -257831.937500 Penalty: 2702.320312
	Iteration 52Q: 3 clusters Score -257831.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -257831.937500 Penalty: 2702.320312
	Iteration 53F: 3 clusters Score -257831.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Entering Unmasked Estep 
Score: -113232.289062 Penalty: 1243.229736
	Iteration 0F: 2 clusters Score -113232.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -111088.085938 Penalty: 2486.459473
	Iteration 0F: 3 clusters Score -111088.1 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -111615.281250 Penalty: 2486.459473
	Iteration 1F: 3 clusters Score -111615.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -111748.679688 Penalty: 2486.459473
	Iteration 2F: 3 clusters Score -111748.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -111806.875000 Penalty: 2486.459473
	Iteration 3Q: 3 clusters Score -111806.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -111845.921875 Penalty: 2486.459473
	Iteration 4Q: 3 clusters Score -111845.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -111872.406250 Penalty: 2486.459473
	Iteration 5Q: 3 clusters Score -111872.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -111901.242188 Penalty: 2486.459473
	Iteration 6Q: 3 clusters Score -111901.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -111922.242188 Penalty: 2486.459473
	Iteration 7Q: 3 clusters Score -111922.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -111935.835938 Penalty: 2486.459473
	Iteration 8Q: 3 clusters Score -111935.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -111947.585938 Penalty: 2486.459473
	Iteration 9Q: 3 clusters Score -111947.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -111957.578125 Penalty: 2486.459473
	Iteration 10Q: 3 clusters Score -111957.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -111965.062500 Penalty: 2486.459473
	Iteration 11Q: 3 clusters Score -111965.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -111973.125000 Penalty: 2486.459473
	Iteration 12Q: 3 clusters Score -111973.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -111978.945312 Penalty: 2486.459473
	Iteration 13Q: 3 clusters Score -111978.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -111992.109375 Penalty: 2486.459473
	Iteration 14Q: 3 clusters Score -111992.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -111998.773438 Penalty: 2486.459473
	Iteration 15Q: 3 clusters Score -111998.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -112002.679688 Penalty: 2486.459473
	Iteration 16Q: 3 clusters Score -112002.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -112005.414062 Penalty: 2486.459473
	Iteration 17Q: 3 clusters Score -112005.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -112008.484375 Penalty: 2486.459473
	Iteration 18Q: 3 clusters Score -112008.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -112012.656250 Penalty: 2486.459473
	Iteration 19Q: 3 clusters Score -112012.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -112016.117188 Penalty: 2486.459473
	Iteration 20F: 3 clusters Score -112016.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -112018.906250 Penalty: 2486.459473
	Iteration 21Q: 3 clusters Score -112018.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -112025.507812 Penalty: 2486.459473
	Iteration 22Q: 3 clusters Score -112025.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -112031.335938 Penalty: 2486.459473
	Iteration 23Q: 3 clusters Score -112031.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -112035.554688 Penalty: 2486.459473
	Iteration 24Q: 3 clusters Score -112035.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -112039.703125 Penalty: 2486.459473
	Iteration 25Q: 3 clusters Score -112039.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -112044.242188 Penalty: 2486.459473
	Iteration 26Q: 3 clusters Score -112044.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -112049.164062 Penalty: 2486.459473
	Iteration 27Q: 3 clusters Score -112049.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -112055.914062 Penalty: 2486.459473
	Iteration 28Q: 3 clusters Score -112055.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -112061.000000 Penalty: 2486.459473
	Iteration 29Q: 3 clusters Score -112061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -112063.218750 Penalty: 2486.459473
	Iteration 30Q: 3 clusters Score -112063.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -112065.476562 Penalty: 2486.459473
	Iteration 31Q: 3 clusters Score -112065.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -112069.125000 Penalty: 2486.459473
	Iteration 32Q: 3 clusters Score -112069.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -112071.242188 Penalty: 2486.459473
	Iteration 33Q: 3 clusters Score -112071.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -112073.101562 Penalty: 2486.459473
	Iteration 34Q: 3 clusters Score -112073.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -112073.914062 Penalty: 2486.459473
	Iteration 35Q: 3 clusters Score -112073.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -112074.445312 Penalty: 2486.459473
	Iteration 36Q: 3 clusters Score -112074.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -112075.453125 Penalty: 2486.459473
	Iteration 37Q: 3 clusters Score -112075.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -112078.250000 Penalty: 2486.459473
	Iteration 38Q: 3 clusters Score -112078.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -112081.882812 Penalty: 2486.459473
	Iteration 39Q: 3 clusters Score -112081.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -112084.257812 Penalty: 2486.459473
	Iteration 40F: 3 clusters Score -112084.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -112084.726562 Penalty: 2486.459473
	Iteration 41Q: 3 clusters Score -112084.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -112085.085938 Penalty: 2486.459473
	Iteration 42Q: 3 clusters Score -112085.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -112085.085938 Penalty: 2486.459473
	Iteration 43F: 3 clusters Score -112085.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Entering Unmasked Estep 
Score: -310471.593750 Penalty: 1387.006714
	Iteration 0F: 2 clusters Score -310471.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -306352.343750 Penalty: 2774.013428
	Iteration 0F: 3 clusters Score -306352.3 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -307576.062500 Penalty: 2774.013428
	Iteration 1F: 3 clusters Score -307576.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -307769.062500 Penalty: 2774.013428
	Iteration 2F: 3 clusters Score -307769.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -307903.656250 Penalty: 2774.013428
	Iteration 3F: 3 clusters Score -307903.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -308011.531250 Penalty: 2774.013428
	Iteration 4Q: 3 clusters Score -308011.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -308091.500000 Penalty: 2774.013428
	Iteration 5Q: 3 clusters Score -308091.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -308152.625000 Penalty: 2774.013428
	Iteration 6Q: 3 clusters Score -308152.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -308206.281250 Penalty: 2774.013428
	Iteration 7Q: 3 clusters Score -308206.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -308260.593750 Penalty: 2774.013428
	Iteration 8Q: 3 clusters Score -308260.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -308325.812500 Penalty: 2774.013428
	Iteration 9Q: 3 clusters Score -308325.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -308389.000000 Penalty: 2774.013428
	Iteration 10Q: 3 clusters Score -308389 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -308449.218750 Penalty: 2774.013428
	Iteration 11Q: 3 clusters Score -308449.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -308497.875000 Penalty: 2774.013428
	Iteration 12Q: 3 clusters Score -308497.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -308541.062500 Penalty: 2774.013428
	Iteration 13Q: 3 clusters Score -308541.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -308578.937500 Penalty: 2774.013428
	Iteration 14Q: 3 clusters Score -308578.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -308626.656250 Penalty: 2774.013428
	Iteration 15Q: 3 clusters Score -308626.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -308665.218750 Penalty: 2774.013428
	Iteration 16Q: 3 clusters Score -308665.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -308705.000000 Penalty: 2774.013428
	Iteration 17Q: 3 clusters Score -308705 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -308745.531250 Penalty: 2774.013428
	Iteration 18Q: 3 clusters Score -308745.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -308787.156250 Penalty: 2774.013428
	Iteration 19Q: 3 clusters Score -308787.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -308826.937500 Penalty: 2774.013428
	Iteration 20F: 3 clusters Score -308826.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -308877.718750 Penalty: 2774.013428
	Iteration 21Q: 3 clusters Score -308877.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -308927.562500 Penalty: 2774.013428
	Iteration 22Q: 3 clusters Score -308927.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -308969.187500 Penalty: 2774.013428
	Iteration 23Q: 3 clusters Score -308969.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -308999.468750 Penalty: 2774.013428
	Iteration 24Q: 3 clusters Score -308999.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -309026.843750 Penalty: 2774.013428
	Iteration 25Q: 3 clusters Score -309026.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -309051.375000 Penalty: 2774.013428
	Iteration 26Q: 3 clusters Score -309051.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -309081.531250 Penalty: 2774.013428
	Iteration 27Q: 3 clusters Score -309081.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -309118.000000 Penalty: 2774.013428
	Iteration 28Q: 3 clusters Score -309118 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -309150.750000 Penalty: 2774.013428
	Iteration 29Q: 3 clusters Score -309150.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -309183.718750 Penalty: 2774.013428
	Iteration 30Q: 3 clusters Score -309183.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -309202.062500 Penalty: 2774.013428
	Iteration 31Q: 3 clusters Score -309202.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -309216.250000 Penalty: 2774.013428
	Iteration 32Q: 3 clusters Score -309216.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -309222.875000 Penalty: 2774.013428
	Iteration 33Q: 3 clusters Score -309222.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -309229.000000 Penalty: 2774.013428
	Iteration 34Q: 3 clusters Score -309229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -309237.156250 Penalty: 2774.013428
	Iteration 35Q: 3 clusters Score -309237.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -309243.468750 Penalty: 2774.013428
	Iteration 36Q: 3 clusters Score -309243.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -309246.937500 Penalty: 2774.013428
	Iteration 37Q: 3 clusters Score -309246.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -309251.406250 Penalty: 2774.013428
	Iteration 38Q: 3 clusters Score -309251.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -309254.781250 Penalty: 2774.013428
	Iteration 39Q: 3 clusters Score -309254.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -309259.281250 Penalty: 2774.013428
	Iteration 40F: 3 clusters Score -309259.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -309263.312500 Penalty: 2774.013428
	Iteration 41Q: 3 clusters Score -309263.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -309266.593750 Penalty: 2774.013428
	Iteration 42Q: 3 clusters Score -309266.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -309271.156250 Penalty: 2774.013428
	Iteration 43Q: 3 clusters Score -309271.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -309274.812500 Penalty: 2774.013428
	Iteration 44Q: 3 clusters Score -309274.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -309278.281250 Penalty: 2774.013428
	Iteration 45Q: 3 clusters Score -309278.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -309280.125000 Penalty: 2774.013428
	Iteration 46Q: 3 clusters Score -309280.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -309284.468750 Penalty: 2774.013428
	Iteration 47Q: 3 clusters Score -309284.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -309288.218750 Penalty: 2774.013428
	Iteration 48Q: 3 clusters Score -309288.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -309289.312500 Penalty: 2774.013428
	Iteration 49Q: 3 clusters Score -309289.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -309291.437500 Penalty: 2774.013428
	Iteration 50Q: 3 clusters Score -309291.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -309292.718750 Penalty: 2774.013428
	Iteration 51Q: 3 clusters Score -309292.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -309294.500000 Penalty: 2774.013428
	Iteration 52Q: 3 clusters Score -309294.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -309295.062500 Penalty: 2774.013428
	Iteration 53Q: 3 clusters Score -309295.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -309295.062500 Penalty: 2774.013428
	Iteration 54F: 3 clusters Score -309295.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Entering Unmasked Estep 
Score: -1330509.875000 Penalty: 1611.752197
	Iteration 0F: 2 clusters Score -1330510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1316532.000000 Penalty: 3223.504395
	Iteration 0F: 3 clusters Score -1316532 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1321455.250000 Penalty: 3223.504395
	Iteration 1F: 3 clusters Score -1321455 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1321848.375000 Penalty: 3223.504395
	Iteration 2F: 3 clusters Score -1321848 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1322317.625000 Penalty: 3223.504395
	Iteration 3F: 3 clusters Score -1322318 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1322902.375000 Penalty: 3223.504395
	Iteration 4F: 3 clusters Score -1322902 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1323676.875000 Penalty: 3223.504395
	Iteration 5F: 3 clusters Score -1323677 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1324639.875000 Penalty: 3223.504395
	Iteration 6F: 3 clusters Score -1324640 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1325652.500000 Penalty: 3223.504395
	Iteration 7F: 3 clusters Score -1325652 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -1326684.625000 Penalty: 3223.504395
	Iteration 8F: 3 clusters Score -1326685 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -1327689.000000 Penalty: 3223.504395
	Iteration 9Q: 3 clusters Score -1327689 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -1328285.125000 Penalty: 3223.504395
	Iteration 10Q: 3 clusters Score -1328285 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -1328603.875000 Penalty: 3223.504395
	Iteration 11Q: 3 clusters Score -1328604 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -1328792.875000 Penalty: 3223.504395
	Iteration 12Q: 3 clusters Score -1328793 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -1328902.750000 Penalty: 3223.504395
	Iteration 13Q: 3 clusters Score -1328903 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -1328991.500000 Penalty: 3223.504395
	Iteration 14Q: 3 clusters Score -1328992 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -1329058.750000 Penalty: 3223.504395
	Iteration 15Q: 3 clusters Score -1329059 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -1329117.875000 Penalty: 3223.504395
	Iteration 16Q: 3 clusters Score -1329118 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -1329155.875000 Penalty: 3223.504395
	Iteration 17Q: 3 clusters Score -1329156 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -1329167.875000 Penalty: 3223.504395
	Iteration 18Q: 3 clusters Score -1329168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -1329176.625000 Penalty: 3223.504395
	Iteration 19Q: 3 clusters Score -1329177 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -1329187.625000 Penalty: 3223.504395
	Iteration 20F: 3 clusters Score -1329188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -1329194.750000 Penalty: 3223.504395
	Iteration 21Q: 3 clusters Score -1329195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -1329202.500000 Penalty: 3223.504395
	Iteration 22Q: 3 clusters Score -1329202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -1329207.375000 Penalty: 3223.504395
	Iteration 23Q: 3 clusters Score -1329207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -1329214.375000 Penalty: 3223.504395
	Iteration 24Q: 3 clusters Score -1329214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -1329216.125000 Penalty: 3223.504395
	Iteration 25Q: 3 clusters Score -1329216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -1329220.750000 Penalty: 3223.504395
	Iteration 26Q: 3 clusters Score -1329221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -1329222.875000 Penalty: 3223.504395
	Iteration 27Q: 3 clusters Score -1329223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -1329225.125000 Penalty: 3223.504395
	Iteration 28Q: 3 clusters Score -1329225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -1329224.125000 Penalty: 3223.504395
	Iteration 29Q: 3 clusters Score -1329224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -1329228.375000 Penalty: 3223.504395
	Iteration 30Q: 3 clusters Score -1329228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -1329225.125000 Penalty: 3223.504395
	Iteration 31Q: 3 clusters Score -1329225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -1329227.000000 Penalty: 3223.504395
	Iteration 32Q: 3 clusters Score -1329227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -1329227.000000 Penalty: 3223.504395
	Iteration 33Q: 3 clusters Score -1329227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -1329227.000000 Penalty: 3223.504395
	Iteration 34F: 3 clusters Score -1329227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Entering Unmasked Estep 
Score: -90180.351562 Penalty: 1194.979858
	Iteration 0F: 2 clusters Score -90180.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -88327.726562 Penalty: 2389.959717
	Iteration 0F: 3 clusters Score -88327.73 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -88690.070312 Penalty: 2389.959717
	Iteration 1F: 3 clusters Score -88690.07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -88806.257812 Penalty: 2389.959717
	Iteration 2F: 3 clusters Score -88806.26 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -88867.382812 Penalty: 2389.959717
	Iteration 3F: 3 clusters Score -88867.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -88899.734375 Penalty: 2389.959717
	Iteration 4Q: 3 clusters Score -88899.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -88920.468750 Penalty: 2389.959717
	Iteration 5Q: 3 clusters Score -88920.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -88930.953125 Penalty: 2389.959717
	Iteration 6Q: 3 clusters Score -88930.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -88944.007812 Penalty: 2389.959717
	Iteration 7Q: 3 clusters Score -88944.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -88956.890625 Penalty: 2389.959717
	Iteration 8Q: 3 clusters Score -88956.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -88967.890625 Penalty: 2389.959717
	Iteration 9Q: 3 clusters Score -88967.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -88978.015625 Penalty: 2389.959717
	Iteration 10Q: 3 clusters Score -88978.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -88989.984375 Penalty: 2389.959717
	Iteration 11Q: 3 clusters Score -88989.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -88997.914062 Penalty: 2389.959717
	Iteration 12Q: 3 clusters Score -88997.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -89002.742188 Penalty: 2389.959717
	Iteration 13Q: 3 clusters Score -89002.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -89007.468750 Penalty: 2389.959717
	Iteration 14Q: 3 clusters Score -89007.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -89012.046875 Penalty: 2389.959717
	Iteration 15Q: 3 clusters Score -89012.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -89016.273438 Penalty: 2389.959717
	Iteration 16Q: 3 clusters Score -89016.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -89020.914062 Penalty: 2389.959717
	Iteration 17Q: 3 clusters Score -89020.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -89024.218750 Penalty: 2389.959717
	Iteration 18Q: 3 clusters Score -89024.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -89025.742188 Penalty: 2389.959717
	Iteration 19Q: 3 clusters Score -89025.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -89025.742188 Penalty: 2389.959717
	Iteration 20F: 3 clusters Score -89025.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Entering Unmasked Estep 
Score: -403647.156250 Penalty: 1440.544312
	Iteration 0F: 2 clusters Score -403647.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -398427.500000 Penalty: 2881.088623
	Iteration 0F: 3 clusters Score -398427.5 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -400097.968750 Penalty: 2881.088623
	Iteration 1F: 3 clusters Score -400098 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -400402.531250 Penalty: 2881.088623
	Iteration 2F: 3 clusters Score -400402.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -400736.718750 Penalty: 2881.088623
	Iteration 3F: 3 clusters Score -400736.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -401120.312500 Penalty: 2881.088623
	Iteration 4F: 3 clusters Score -401120.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -401560.187500 Penalty: 2881.088623
	Iteration 5F: 3 clusters Score -401560.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -401995.218750 Penalty: 2881.088623
	Iteration 6F: 3 clusters Score -401995.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -402436.375000 Penalty: 2881.088623
	Iteration 7F: 3 clusters Score -402436.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -402764.312500 Penalty: 2881.088623
	Iteration 8Q: 3 clusters Score -402764.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -402998.968750 Penalty: 2881.088623
	Iteration 9Q: 3 clusters Score -402999 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -403187.781250 Penalty: 2881.088623
	Iteration 10Q: 3 clusters Score -403187.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -403294.031250 Penalty: 2881.088623
	Iteration 11Q: 3 clusters Score -403294 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -403361.843750 Penalty: 2881.088623
	Iteration 12Q: 3 clusters Score -403361.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -403436.906250 Penalty: 2881.088623
	Iteration 13Q: 3 clusters Score -403436.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -403473.968750 Penalty: 2881.088623
	Iteration 14Q: 3 clusters Score -403474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -403490.875000 Penalty: 2881.088623
	Iteration 15Q: 3 clusters Score -403490.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -403495.531250 Penalty: 2881.088623
	Iteration 16Q: 3 clusters Score -403495.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -403498.062500 Penalty: 2881.088623
	Iteration 17Q: 3 clusters Score -403498.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -403500.093750 Penalty: 2881.088623
	Iteration 18Q: 3 clusters Score -403500.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -403501.468750 Penalty: 2881.088623
	Iteration 19Q: 3 clusters Score -403501.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -403501.812500 Penalty: 2881.088623
	Iteration 20F: 3 clusters Score -403501.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -403503.906250 Penalty: 2881.088623
	Iteration 21Q: 3 clusters Score -403503.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -403504.125000 Penalty: 2881.088623
	Iteration 22Q: 3 clusters Score -403504.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -403505.937500 Penalty: 2881.088623
	Iteration 23Q: 3 clusters Score -403505.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -403507.625000 Penalty: 2881.088623
	Iteration 24Q: 3 clusters Score -403507.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -403508.812500 Penalty: 2881.088623
	Iteration 25Q: 3 clusters Score -403508.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -403509.593750 Penalty: 2881.088623
	Iteration 26Q: 3 clusters Score -403509.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -403511.500000 Penalty: 2881.088623
	Iteration 27Q: 3 clusters Score -403511.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -403511.250000 Penalty: 2881.088623
	Iteration 28Q: 3 clusters Score -403511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -403511.718750 Penalty: 2881.088623
	Iteration 29Q: 3 clusters Score -403511.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -403511.281250 Penalty: 2881.088623
	Iteration 30Q: 3 clusters Score -403511.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -403512.281250 Penalty: 2881.088623
	Iteration 31Q: 3 clusters Score -403512.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -403512.281250 Penalty: 2881.088623
	Iteration 32F: 3 clusters Score -403512.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5353 members 
Mstep: Class 3 contains 15129 members 
Mstep: Class 4 contains 3572 members 
Mstep: Class 5 contains 99595 members 
Mstep: Class 6 contains 10691 members 
Mstep: Class 7 contains 6166 members 
Mstep: Class 8 contains 18649 members 
Mstep: Class 9 contains 78941 members 
Mstep: Class 10 contains 2027 members 
Mstep: Class 11 contains 4565 members 
Mstep: Class 12 contains 12034 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 46827 members 
Mstep: Class 15 contains 4084 members 
Mstep: Class 16 contains 2102 members 
Mstep: Class 17 contains 5092 members 
Mstep: Class 18 contains 20302 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334842.000000 Penalty: 41578.109375
Iteration 199Q: 21 clusters Score -2.133484e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5358 members 
Mstep: Class 3 contains 15142 members 
Mstep: Class 4 contains 3575 members 
Mstep: Class 5 contains 99438 members 
Mstep: Class 6 contains 10687 members 
Mstep: Class 7 contains 6166 members 
Mstep: Class 8 contains 18657 members 
Mstep: Class 9 contains 78937 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 4566 members 
Mstep: Class 12 contains 12022 members 
Mstep: Class 13 contains 15396 members 
Mstep: Class 14 contains 46945 members 
Mstep: Class 15 contains 4110 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 5091 members 
Mstep: Class 18 contains 20295 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334894.000000 Penalty: 41578.109375
Iteration 200F: 21 clusters Score -2.133489e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5362 members 
Mstep: Class 3 contains 15159 members 
Mstep: Class 4 contains 3582 members 
Mstep: Class 5 contains 99273 members 
Mstep: Class 6 contains 10684 members 
Mstep: Class 7 contains 6162 members 
Mstep: Class 8 contains 18667 members 
Mstep: Class 9 contains 78932 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 4569 members 
Mstep: Class 12 contains 12006 members 
Mstep: Class 13 contains 15383 members 
Mstep: Class 14 contains 47067 members 
Mstep: Class 15 contains 4137 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 5087 members 
Mstep: Class 18 contains 20282 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334882.000000 Penalty: 41578.109375
Iteration 201Q: 21 clusters Score -2.133488e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5364 members 
Mstep: Class 3 contains 15187 members 
Mstep: Class 4 contains 3590 members 
Mstep: Class 5 contains 99119 members 
Mstep: Class 6 contains 10677 members 
Mstep: Class 7 contains 6162 members 
Mstep: Class 8 contains 18672 members 
Mstep: Class 9 contains 78919 members 
Mstep: Class 10 contains 2035 members 
Mstep: Class 11 contains 4568 members 
Mstep: Class 12 contains 11985 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 47184 members 
Mstep: Class 15 contains 4163 members 
Mstep: Class 16 contains 2106 members 
Mstep: Class 17 contains 5087 members 
Mstep: Class 18 contains 20274 members 
Mstep: Class 19 contains 1563 members 
Mstep: Class 20 contains 7174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334880.000000 Penalty: 41578.109375
Iteration 202Q: 21 clusters Score -2.133488e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5372 members 
Mstep: Class 3 contains 15210 members 
Mstep: Class 4 contains 3593 members 
Mstep: Class 5 contains 98963 members 
Mstep: Class 6 contains 10674 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 18682 members 
Mstep: Class 9 contains 78903 members 
Mstep: Class 10 contains 2035 members 
Mstep: Class 11 contains 4568 members 
Mstep: Class 12 contains 11956 members 
Mstep: Class 13 contains 15336 members 
Mstep: Class 14 contains 47300 members 
Mstep: Class 15 contains 4197 members 
Mstep: Class 16 contains 2110 members 
Mstep: Class 17 contains 5087 members 
Mstep: Class 18 contains 20272 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334908.000000 Penalty: 41578.109375
Iteration 203Q: 21 clusters Score -2.133491e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5380 members 
Mstep: Class 3 contains 15238 members 
Mstep: Class 4 contains 3596 members 
Mstep: Class 5 contains 98811 members 
Mstep: Class 6 contains 10673 members 
Mstep: Class 7 contains 6161 members 
Mstep: Class 8 contains 18700 members 
Mstep: Class 9 contains 78869 members 
Mstep: Class 10 contains 2035 members 
Mstep: Class 11 contains 4568 members 
Mstep: Class 12 contains 11931 members 
Mstep: Class 13 contains 15320 members 
Mstep: Class 14 contains 47430 members 
Mstep: Class 15 contains 4223 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 5086 members 
Mstep: Class 18 contains 20257 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334886.000000 Penalty: 41578.109375
Iteration 204Q: 21 clusters Score -2.133489e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5388 members 
Mstep: Class 3 contains 15259 members 
Mstep: Class 4 contains 3599 members 
Mstep: Class 5 contains 98666 members 
Mstep: Class 6 contains 10669 members 
Mstep: Class 7 contains 6161 members 
Mstep: Class 8 contains 18712 members 
Mstep: Class 9 contains 78825 members 
Mstep: Class 10 contains 2035 members 
Mstep: Class 11 contains 4569 members 
Mstep: Class 12 contains 11916 members 
Mstep: Class 13 contains 15289 members 
Mstep: Class 14 contains 47561 members 
Mstep: Class 15 contains 4246 members 
Mstep: Class 16 contains 2110 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 20255 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334970.000000 Penalty: 41578.109375
Iteration 205Q: 21 clusters Score -2.133497e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5393 members 
Mstep: Class 3 contains 15278 members 
Mstep: Class 4 contains 3603 members 
Mstep: Class 5 contains 98512 members 
Mstep: Class 6 contains 10669 members 
Mstep: Class 7 contains 6165 members 
Mstep: Class 8 contains 18735 members 
Mstep: Class 9 contains 78777 members 
Mstep: Class 10 contains 2035 members 
Mstep: Class 11 contains 4570 members 
Mstep: Class 12 contains 11896 members 
Mstep: Class 13 contains 15260 members 
Mstep: Class 14 contains 47708 members 
Mstep: Class 15 contains 4265 members 
Mstep: Class 16 contains 2112 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20249 members 
Mstep: Class 19 contains 1563 members 
Mstep: Class 20 contains 7325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335064.000000 Penalty: 41578.109375
Iteration 206Q: 21 clusters Score -2.133506e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 15303 members 
Mstep: Class 4 contains 3605 members 
Mstep: Class 5 contains 98357 members 
Mstep: Class 6 contains 10667 members 
Mstep: Class 7 contains 6165 members 
Mstep: Class 8 contains 18762 members 
Mstep: Class 9 contains 78745 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 4572 members 
Mstep: Class 12 contains 11881 members 
Mstep: Class 13 contains 15236 members 
Mstep: Class 14 contains 47815 members 
Mstep: Class 15 contains 4290 members 
Mstep: Class 16 contains 2112 members 
Mstep: Class 17 contains 5077 members 
Mstep: Class 18 contains 20252 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335154.000000 Penalty: 41578.109375
Iteration 207Q: 21 clusters Score -2.133515e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5407 members 
Mstep: Class 3 contains 15319 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 98221 members 
Mstep: Class 6 contains 10657 members 
Mstep: Class 7 contains 6166 members 
Mstep: Class 8 contains 18773 members 
Mstep: Class 9 contains 78699 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 4570 members 
Mstep: Class 12 contains 11866 members 
Mstep: Class 13 contains 15205 members 
Mstep: Class 14 contains 47960 members 
Mstep: Class 15 contains 4303 members 
Mstep: Class 16 contains 2110 members 
Mstep: Class 17 contains 5080 members 
Mstep: Class 18 contains 20255 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335198.000000 Penalty: 41578.109375
Iteration 208Q: 21 clusters Score -2.13352e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5416 members 
Mstep: Class 3 contains 15340 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 98062 members 
Mstep: Class 6 contains 10649 members 
Mstep: Class 7 contains 6169 members 
Mstep: Class 8 contains 18793 members 
Mstep: Class 9 contains 78686 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 4570 members 
Mstep: Class 12 contains 11847 members 
Mstep: Class 13 contains 15183 members 
Mstep: Class 14 contains 48071 members 
Mstep: Class 15 contains 4332 members 
Mstep: Class 16 contains 2106 members 
Mstep: Class 17 contains 5080 members 
Mstep: Class 18 contains 20265 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335214.000000 Penalty: 41578.109375
Iteration 209Q: 21 clusters Score -2.133521e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5428 members 
Mstep: Class 3 contains 15360 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 97916 members 
Mstep: Class 6 contains 10644 members 
Mstep: Class 7 contains 6173 members 
Mstep: Class 8 contains 18812 members 
Mstep: Class 9 contains 78666 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 4570 members 
Mstep: Class 12 contains 11828 members 
Mstep: Class 13 contains 15166 members 
Mstep: Class 14 contains 48160 members 
Mstep: Class 15 contains 4349 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 5082 members 
Mstep: Class 18 contains 20285 members 
Mstep: Class 19 contains 1560 members 
Mstep: Class 20 contains 7446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335178.000000 Penalty: 41578.109375
Iteration 210Q: 21 clusters Score -2.133518e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5440 members 
Mstep: Class 3 contains 15378 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 97763 members 
Mstep: Class 6 contains 10641 members 
Mstep: Class 7 contains 6173 members 
Mstep: Class 8 contains 18828 members 
Mstep: Class 9 contains 78644 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 4568 members 
Mstep: Class 12 contains 11810 members 
Mstep: Class 13 contains 15150 members 
Mstep: Class 14 contains 48260 members 
Mstep: Class 15 contains 4366 members 
Mstep: Class 16 contains 2104 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 18 contains 20314 members 
Mstep: Class 19 contains 1560 members 
Mstep: Class 20 contains 7469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335176.000000 Penalty: 41578.109375
Iteration 211Q: 21 clusters Score -2.133518e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5451 members 
Mstep: Class 3 contains 15389 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 97616 members 
Mstep: Class 6 contains 10633 members 
Mstep: Class 7 contains 6170 members 
Mstep: Class 8 contains 18844 members 
Mstep: Class 9 contains 78630 members 
Mstep: Class 10 contains 2035 members 
Mstep: Class 11 contains 4567 members 
Mstep: Class 12 contains 11790 members 
Mstep: Class 13 contains 15138 members 
Mstep: Class 14 contains 48368 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 2102 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 18 contains 20338 members 
Mstep: Class 19 contains 1560 members 
Mstep: Class 20 contains 7496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335228.000000 Penalty: 41578.109375
Iteration 212Q: 21 clusters Score -2.133523e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5453 members 
Mstep: Class 3 contains 15401 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 97462 members 
Mstep: Class 6 contains 10630 members 
Mstep: Class 7 contains 6171 members 
Mstep: Class 8 contains 18861 members 
Mstep: Class 9 contains 78622 members 
Mstep: Class 10 contains 2037 members 
Mstep: Class 11 contains 4565 members 
Mstep: Class 12 contains 11773 members 
Mstep: Class 13 contains 15121 members 
Mstep: Class 14 contains 48491 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 2104 members 
Mstep: Class 17 contains 5085 members 
Mstep: Class 18 contains 20348 members 
Mstep: Class 19 contains 1560 members 
Mstep: Class 20 contains 7521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335252.000000 Penalty: 41578.109375
Iteration 213Q: 21 clusters Score -2.133525e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5454 members 
Mstep: Class 3 contains 15410 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 97348 members 
Mstep: Class 6 contains 10619 members 
Mstep: Class 7 contains 6170 members 
Mstep: Class 8 contains 18877 members 
Mstep: Class 9 contains 78598 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 4567 members 
Mstep: Class 12 contains 11754 members 
Mstep: Class 13 contains 15106 members 
Mstep: Class 14 contains 48594 members 
Mstep: Class 15 contains 4394 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 20355 members 
Mstep: Class 19 contains 1560 members 
Mstep: Class 20 contains 7545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335270.000000 Penalty: 41578.109375
Iteration 214Q: 21 clusters Score -2.133527e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5459 members 
Mstep: Class 3 contains 15421 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 97242 members 
Mstep: Class 6 contains 10616 members 
Mstep: Class 7 contains 6170 members 
Mstep: Class 8 contains 18896 members 
Mstep: Class 9 contains 78570 members 
Mstep: Class 10 contains 2046 members 
Mstep: Class 11 contains 4568 members 
Mstep: Class 12 contains 11734 members 
Mstep: Class 13 contains 15098 members 
Mstep: Class 14 contains 48681 members 
Mstep: Class 15 contains 4399 members 
Mstep: Class 16 contains 2101 members 
Mstep: Class 17 contains 5086 members 
Mstep: Class 18 contains 20363 members 
Mstep: Class 19 contains 1560 members 
Mstep: Class 20 contains 7569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335338.000000 Penalty: 41578.109375
Iteration 215Q: 21 clusters Score -2.133534e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 15428 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 97136 members 
Mstep: Class 6 contains 10613 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 18922 members 
Mstep: Class 9 contains 78534 members 
Mstep: Class 10 contains 2046 members 
Mstep: Class 11 contains 4571 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 15087 members 
Mstep: Class 14 contains 48767 members 
Mstep: Class 15 contains 4415 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 5090 members 
Mstep: Class 18 contains 20371 members 
Mstep: Class 19 contains 1560 members 
Mstep: Class 20 contains 7588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335360.000000 Penalty: 41578.109375
Iteration 216Q: 21 clusters Score -2.133536e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 15430 members 
Mstep: Class 4 contains 3621 members 
Mstep: Class 5 contains 97021 members 
Mstep: Class 6 contains 10609 members 
Mstep: Class 7 contains 6156 members 
Mstep: Class 8 contains 18951 members 
Mstep: Class 9 contains 78511 members 
Mstep: Class 10 contains 2046 members 
Mstep: Class 11 contains 4572 members 
Mstep: Class 12 contains 11715 members 
Mstep: Class 13 contains 15083 members 
Mstep: Class 14 contains 48866 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 2104 members 
Mstep: Class 17 contains 5087 members 
Mstep: Class 18 contains 20374 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335406.000000 Penalty: 41578.109375
Iteration 217Q: 21 clusters Score -2.133541e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5468 members 
Mstep: Class 3 contains 15435 members 
Mstep: Class 4 contains 3622 members 
Mstep: Class 5 contains 96895 members 
Mstep: Class 6 contains 10609 members 
Mstep: Class 7 contains 6156 members 
Mstep: Class 8 contains 18969 members 
Mstep: Class 9 contains 78492 members 
Mstep: Class 10 contains 2046 members 
Mstep: Class 11 contains 4569 members 
Mstep: Class 12 contains 11706 members 
Mstep: Class 13 contains 15080 members 
Mstep: Class 14 contains 48964 members 
Mstep: Class 15 contains 4440 members 
Mstep: Class 16 contains 2104 members 
Mstep: Class 17 contains 5086 members 
Mstep: Class 18 contains 20392 members 
Mstep: Class 19 contains 1563 members 
Mstep: Class 20 contains 7602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335368.000000 Penalty: 41578.109375
Iteration 218Q: 21 clusters Score -2.133537e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5469 members 
Mstep: Class 3 contains 15445 members 
Mstep: Class 4 contains 3624 members 
Mstep: Class 5 contains 96791 members 
Mstep: Class 6 contains 10609 members 
Mstep: Class 7 contains 6155 members 
Mstep: Class 8 contains 18988 members 
Mstep: Class 9 contains 78489 members 
Mstep: Class 10 contains 2046 members 
Mstep: Class 11 contains 4565 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 15081 members 
Mstep: Class 14 contains 49034 members 
Mstep: Class 15 contains 4449 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 20398 members 
Mstep: Class 19 contains 1563 members 
Mstep: Class 20 contains 7605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335378.000000 Penalty: 41578.109375
Iteration 219Q: 21 clusters Score -2.133538e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5474 members 
Mstep: Class 3 contains 15458 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 96683 members 
Mstep: Class 6 contains 10607 members 
Mstep: Class 7 contains 6148 members 
Mstep: Class 8 contains 19019 members 
Mstep: Class 9 contains 78479 members 
Mstep: Class 10 contains 2046 members 
Mstep: Class 11 contains 4564 members 
Mstep: Class 12 contains 11696 members 
Mstep: Class 13 contains 15079 members 
Mstep: Class 14 contains 49102 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 18 contains 20402 members 
Mstep: Class 19 contains 1563 members 
Mstep: Class 20 contains 7605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335460.000000 Penalty: 41578.109375
Iteration 220F: 21 clusters Score -2.133546e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5477 members 
Mstep: Class 3 contains 15470 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 96591 members 
Mstep: Class 6 contains 10607 members 
Mstep: Class 7 contains 6145 members 
Mstep: Class 8 contains 19034 members 
Mstep: Class 9 contains 78471 members 
Mstep: Class 10 contains 2046 members 
Mstep: Class 11 contains 4563 members 
Mstep: Class 12 contains 11686 members 
Mstep: Class 13 contains 15077 members 
Mstep: Class 14 contains 49167 members 
Mstep: Class 15 contains 4472 members 
Mstep: Class 16 contains 2102 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 20415 members 
Mstep: Class 19 contains 1563 members 
Mstep: Class 20 contains 7602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335438.000000 Penalty: 41578.109375
Iteration 221Q: 21 clusters Score -2.133544e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5476 members 
Mstep: Class 3 contains 15478 members 
Mstep: Class 4 contains 3627 members 
Mstep: Class 5 contains 96526 members 
Mstep: Class 6 contains 10606 members 
Mstep: Class 7 contains 6145 members 
Mstep: Class 8 contains 19044 members 
Mstep: Class 9 contains 78445 members 
Mstep: Class 10 contains 2046 members 
Mstep: Class 11 contains 4563 members 
Mstep: Class 12 contains 11678 members 
Mstep: Class 13 contains 15073 members 
Mstep: Class 14 contains 49232 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 2102 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 18 contains 20427 members 
Mstep: Class 19 contains 1563 members 
Mstep: Class 20 contains 7599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335438.000000 Penalty: 41578.109375
Iteration 222Q: 21 clusters Score -2.133544e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5477 members 
Mstep: Class 3 contains 15485 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 96445 members 
Mstep: Class 6 contains 10604 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 19054 members 
Mstep: Class 9 contains 78433 members 
Mstep: Class 10 contains 2047 members 
Mstep: Class 11 contains 4562 members 
Mstep: Class 12 contains 11670 members 
Mstep: Class 13 contains 15074 members 
Mstep: Class 14 contains 49286 members 
Mstep: Class 15 contains 4489 members 
Mstep: Class 16 contains 2102 members 
Mstep: Class 17 contains 5085 members 
Mstep: Class 18 contains 20448 members 
Mstep: Class 19 contains 1563 members 
Mstep: Class 20 contains 7598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335392.000000 Penalty: 41578.109375
Iteration 223Q: 21 clusters Score -2.133539e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5479 members 
Mstep: Class 3 contains 15498 members 
Mstep: Class 4 contains 3632 members 
Mstep: Class 5 contains 96371 members 
Mstep: Class 6 contains 10602 members 
Mstep: Class 7 contains 6144 members 
Mstep: Class 8 contains 19073 members 
Mstep: Class 9 contains 78417 members 
Mstep: Class 10 contains 2048 members 
Mstep: Class 11 contains 4565 members 
Mstep: Class 12 contains 11665 members 
Mstep: Class 13 contains 15073 members 
Mstep: Class 14 contains 49335 members 
Mstep: Class 15 contains 4499 members 
Mstep: Class 16 contains 2101 members 
Mstep: Class 17 contains 5087 members 
Mstep: Class 18 contains 20451 members 
Mstep: Class 19 contains 1563 members 
Mstep: Class 20 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335462.000000 Penalty: 41578.109375
Iteration 224Q: 21 clusters Score -2.133546e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 3 contains 15504 members 
Mstep: Class 4 contains 3634 members 
Mstep: Class 5 contains 96306 members 
Mstep: Class 6 contains 10605 members 
Mstep: Class 7 contains 6144 members 
Mstep: Class 8 contains 19086 members 
Mstep: Class 9 contains 78407 members 
Mstep: Class 10 contains 2051 members 
Mstep: Class 11 contains 4566 members 
Mstep: Class 12 contains 11662 members 
Mstep: Class 13 contains 15073 members 
Mstep: Class 14 contains 49376 members 
Mstep: Class 15 contains 4513 members 
Mstep: Class 16 contains 2101 members 
Mstep: Class 17 contains 5088 members 
Mstep: Class 18 contains 20447 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335472.000000 Penalty: 41578.109375
Iteration 225Q: 21 clusters Score -2.133547e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5482 members 
Mstep: Class 3 contains 15511 members 
Mstep: Class 4 contains 3634 members 
Mstep: Class 5 contains 96248 members 
Mstep: Class 6 contains 10604 members 
Mstep: Class 7 contains 6144 members 
Mstep: Class 8 contains 19097 members 
Mstep: Class 9 contains 78395 members 
Mstep: Class 10 contains 2052 members 
Mstep: Class 11 contains 4567 members 
Mstep: Class 12 contains 11660 members 
Mstep: Class 13 contains 15072 members 
Mstep: Class 14 contains 49417 members 
Mstep: Class 15 contains 4523 members 
Mstep: Class 16 contains 2101 members 
Mstep: Class 17 contains 5089 members 
Mstep: Class 18 contains 20446 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335482.000000 Penalty: 41578.109375
Iteration 226Q: 21 clusters Score -2.133548e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5482 members 
Mstep: Class 3 contains 15512 members 
Mstep: Class 4 contains 3634 members 
Mstep: Class 5 contains 96192 members 
Mstep: Class 6 contains 10603 members 
Mstep: Class 7 contains 6144 members 
Mstep: Class 8 contains 19106 members 
Mstep: Class 9 contains 78392 members 
Mstep: Class 10 contains 2054 members 
Mstep: Class 11 contains 4566 members 
Mstep: Class 12 contains 11658 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 49462 members 
Mstep: Class 15 contains 4526 members 
Mstep: Class 16 contains 2101 members 
Mstep: Class 17 contains 5090 members 
Mstep: Class 18 contains 20448 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335474.000000 Penalty: 41578.109375
Iteration 227Q: 21 clusters Score -2.133547e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 15512 members 
Mstep: Class 4 contains 3633 members 
Mstep: Class 5 contains 96164 members 
Mstep: Class 6 contains 10599 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 19119 members 
Mstep: Class 9 contains 78385 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4565 members 
Mstep: Class 12 contains 11651 members 
Mstep: Class 13 contains 15075 members 
Mstep: Class 14 contains 49484 members 
Mstep: Class 15 contains 4529 members 
Mstep: Class 16 contains 2100 members 
Mstep: Class 17 contains 5090 members 
Mstep: Class 18 contains 20452 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335466.000000 Penalty: 41578.109375
Iteration 228Q: 21 clusters Score -2.133547e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5488 members 
Mstep: Class 3 contains 15516 members 
Mstep: Class 4 contains 3633 members 
Mstep: Class 5 contains 96138 members 
Mstep: Class 6 contains 10599 members 
Mstep: Class 7 contains 6139 members 
Mstep: Class 8 contains 19131 members 
Mstep: Class 9 contains 78373 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4565 members 
Mstep: Class 12 contains 11644 members 
Mstep: Class 13 contains 15079 members 
Mstep: Class 14 contains 49501 members 
Mstep: Class 15 contains 4530 members 
Mstep: Class 16 contains 2098 members 
Mstep: Class 17 contains 5090 members 
Mstep: Class 18 contains 20456 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335454.000000 Penalty: 41578.109375
Iteration 229Q: 21 clusters Score -2.133545e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5488 members 
Mstep: Class 3 contains 15522 members 
Mstep: Class 4 contains 3632 members 
Mstep: Class 5 contains 96114 members 
Mstep: Class 6 contains 10593 members 
Mstep: Class 7 contains 6138 members 
Mstep: Class 8 contains 19139 members 
Mstep: Class 9 contains 78371 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4563 members 
Mstep: Class 12 contains 11641 members 
Mstep: Class 13 contains 15079 members 
Mstep: Class 14 contains 49516 members 
Mstep: Class 15 contains 4535 members 
Mstep: Class 16 contains 2096 members 
Mstep: Class 17 contains 5089 members 
Mstep: Class 18 contains 20458 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335478.000000 Penalty: 41578.109375
Iteration 230Q: 21 clusters Score -2.133548e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5491 members 
Mstep: Class 3 contains 15530 members 
Mstep: Class 4 contains 3631 members 
Mstep: Class 5 contains 96096 members 
Mstep: Class 6 contains 10590 members 
Mstep: Class 7 contains 6138 members 
Mstep: Class 8 contains 19146 members 
Mstep: Class 9 contains 78368 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4562 members 
Mstep: Class 12 contains 11633 members 
Mstep: Class 13 contains 15075 members 
Mstep: Class 14 contains 49526 members 
Mstep: Class 15 contains 4541 members 
Mstep: Class 16 contains 2093 members 
Mstep: Class 17 contains 5089 members 
Mstep: Class 18 contains 20460 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335480.000000 Penalty: 41578.109375
Iteration 231Q: 21 clusters Score -2.133548e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5493 members 
Mstep: Class 3 contains 15540 members 
Mstep: Class 4 contains 3631 members 
Mstep: Class 5 contains 96074 members 
Mstep: Class 6 contains 10588 members 
Mstep: Class 7 contains 6136 members 
Mstep: Class 8 contains 19150 members 
Mstep: Class 9 contains 78363 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 11630 members 
Mstep: Class 13 contains 15074 members 
Mstep: Class 14 contains 49535 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 2091 members 
Mstep: Class 17 contains 5089 members 
Mstep: Class 18 contains 20466 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335504.000000 Penalty: 41578.109375
Iteration 232Q: 21 clusters Score -2.13355e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5493 members 
Mstep: Class 3 contains 15551 members 
Mstep: Class 4 contains 3627 members 
Mstep: Class 5 contains 96048 members 
Mstep: Class 6 contains 10588 members 
Mstep: Class 7 contains 6136 members 
Mstep: Class 8 contains 19158 members 
Mstep: Class 9 contains 78360 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 11626 members 
Mstep: Class 13 contains 15075 members 
Mstep: Class 14 contains 49545 members 
Mstep: Class 15 contains 4547 members 
Mstep: Class 16 contains 2088 members 
Mstep: Class 17 contains 5089 members 
Mstep: Class 18 contains 20466 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335486.000000 Penalty: 41578.109375
Iteration 233Q: 21 clusters Score -2.133549e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5493 members 
Mstep: Class 3 contains 15560 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 96016 members 
Mstep: Class 6 contains 10588 members 
Mstep: Class 7 contains 6136 members 
Mstep: Class 8 contains 19173 members 
Mstep: Class 9 contains 78366 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 11623 members 
Mstep: Class 13 contains 15077 members 
Mstep: Class 14 contains 49541 members 
Mstep: Class 15 contains 4549 members 
Mstep: Class 16 contains 2084 members 
Mstep: Class 17 contains 5087 members 
Mstep: Class 18 contains 20468 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335502.000000 Penalty: 41578.109375
Iteration 234Q: 21 clusters Score -2.13355e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5493 members 
Mstep: Class 3 contains 15566 members 
Mstep: Class 4 contains 3629 members 
Mstep: Class 5 contains 95975 members 
Mstep: Class 6 contains 10589 members 
Mstep: Class 7 contains 6135 members 
Mstep: Class 8 contains 19190 members 
Mstep: Class 9 contains 78366 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4562 members 
Mstep: Class 12 contains 11621 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 49554 members 
Mstep: Class 15 contains 4553 members 
Mstep: Class 16 contains 2081 members 
Mstep: Class 17 contains 5087 members 
Mstep: Class 18 contains 20470 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335446.000000 Penalty: 41578.109375
Iteration 235Q: 21 clusters Score -2.133545e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5493 members 
Mstep: Class 3 contains 15570 members 
Mstep: Class 4 contains 3627 members 
Mstep: Class 5 contains 95950 members 
Mstep: Class 6 contains 10586 members 
Mstep: Class 7 contains 6134 members 
Mstep: Class 8 contains 19199 members 
Mstep: Class 9 contains 78369 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 49562 members 
Mstep: Class 15 contains 4559 members 
Mstep: Class 16 contains 2081 members 
Mstep: Class 17 contains 5086 members 
Mstep: Class 18 contains 20478 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335438.000000 Penalty: 41578.109375
Iteration 236Q: 21 clusters Score -2.133544e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5494 members 
Mstep: Class 3 contains 15574 members 
Mstep: Class 4 contains 3627 members 
Mstep: Class 5 contains 95919 members 
Mstep: Class 6 contains 10583 members 
Mstep: Class 7 contains 6131 members 
Mstep: Class 8 contains 19209 members 
Mstep: Class 9 contains 78380 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11611 members 
Mstep: Class 13 contains 15072 members 
Mstep: Class 14 contains 49573 members 
Mstep: Class 15 contains 4557 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 5086 members 
Mstep: Class 18 contains 20485 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335448.000000 Penalty: 41578.109375
Iteration 237Q: 21 clusters Score -2.133545e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5493 members 
Mstep: Class 3 contains 15580 members 
Mstep: Class 4 contains 3628 members 
Mstep: Class 5 contains 95889 members 
Mstep: Class 6 contains 10581 members 
Mstep: Class 7 contains 6130 members 
Mstep: Class 8 contains 19214 members 
Mstep: Class 9 contains 78383 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 11609 members 
Mstep: Class 13 contains 15075 members 
Mstep: Class 14 contains 49589 members 
Mstep: Class 15 contains 4557 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 5085 members 
Mstep: Class 18 contains 20486 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335476.000000 Penalty: 41578.109375
Iteration 238Q: 21 clusters Score -2.133548e+07 nChanged 75
Entering ConstructFrom: 
Score: -21335476.000000 Penalty: 41578.109375
Entering ConstructFrom: 
Trying to split cluster 1 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -29222.994141 Penalty: 1033.992065
	Iteration 0F: 2 clusters Score -29222.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28161.646484 Penalty: 2067.984131
	Iteration 0F: 3 clusters Score -28161.65 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -28436.921875 Penalty: 2067.984131
	Iteration 1F: 3 clusters Score -28436.92 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -28548.560547 Penalty: 2067.984131
	Iteration 2F: 3 clusters Score -28548.56 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -28666.835938 Penalty: 2067.984131
	Iteration 3F: 3 clusters Score -28666.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -28816.230469 Penalty: 2067.984131
	Iteration 4F: 3 clusters Score -28816.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -28986.183594 Penalty: 2067.984131
	Iteration 5F: 3 clusters Score -28986.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -29134.492188 Penalty: 2067.984131
	Iteration 6Q: 3 clusters Score -29134.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -29210.041016 Penalty: 2067.984131
	Iteration 7Q: 3 clusters Score -29210.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -29248.404297 Penalty: 2067.984131
	Iteration 8Q: 3 clusters Score -29248.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -29273.160156 Penalty: 2067.984131
	Iteration 9Q: 3 clusters Score -29273.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -29295.714844 Penalty: 2067.984131
	Iteration 10Q: 3 clusters Score -29295.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -29304.140625 Penalty: 2067.984131
	Iteration 11Q: 3 clusters Score -29304.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -29312.376953 Penalty: 2067.984131
	Iteration 12Q: 3 clusters Score -29312.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -29322.884766 Penalty: 2067.984131
	Iteration 13Q: 3 clusters Score -29322.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -29335.781250 Penalty: 2067.984131
	Iteration 14Q: 3 clusters Score -29335.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -29347.125000 Penalty: 2067.984131
	Iteration 15Q: 3 clusters Score -29347.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -29357.832031 Penalty: 2067.984131
	Iteration 16Q: 3 clusters Score -29357.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -29365.869141 Penalty: 2067.984131
	Iteration 17Q: 3 clusters Score -29365.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -29366.677734 Penalty: 2067.984131
	Iteration 18Q: 3 clusters Score -29366.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -29366.677734 Penalty: 2067.984131
	Iteration 19F: 3 clusters Score -29366.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 5494 members 
Mstep: Class 3 contains 15585 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 95865 members 
Mstep: Class 6 contains 10579 members 
Mstep: Class 7 contains 6130 members 
Mstep: Class 8 contains 19217 members 
Mstep: Class 9 contains 78381 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 11607 members 
Mstep: Class 13 contains 15077 members 
Mstep: Class 14 contains 49601 members 
Mstep: Class 15 contains 4558 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 20489 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7645 members 
Mstep: Class 21 contains 434 members 
Entering Unmasked Estep 
Score: -21334566.000000 Penalty: 43657.015625
Splitting cluster 1 changes total score from -21335476.000000 to -21334566.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Entering Unmasked Estep 
Score: -279936.562500 Penalty: 1399.354492
	Iteration 0F: 2 clusters Score -279936.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -275628.812500 Penalty: 2798.708984
	Iteration 0F: 3 clusters Score -275628.8 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -277058.625000 Penalty: 2798.708984
	Iteration 1F: 3 clusters Score -277058.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -277544.156250 Penalty: 2798.708984
	Iteration 2F: 3 clusters Score -277544.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -277910.468750 Penalty: 2798.708984
	Iteration 3F: 3 clusters Score -277910.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -278250.218750 Penalty: 2798.708984
	Iteration 4F: 3 clusters Score -278250.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -278534.562500 Penalty: 2798.708984
	Iteration 5F: 3 clusters Score -278534.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -278764.875000 Penalty: 2798.708984
	Iteration 6F: 3 clusters Score -278764.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -278887.625000 Penalty: 2798.708984
	Iteration 7Q: 3 clusters Score -278887.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -278967.718750 Penalty: 2798.708984
	Iteration 8Q: 3 clusters Score -278967.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -279046.031250 Penalty: 2798.708984
	Iteration 9Q: 3 clusters Score -279046 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -279098.312500 Penalty: 2798.708984
	Iteration 10Q: 3 clusters Score -279098.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -279136.406250 Penalty: 2798.708984
	Iteration 11Q: 3 clusters Score -279136.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -279166.781250 Penalty: 2798.708984
	Iteration 12Q: 3 clusters Score -279166.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -279200.656250 Penalty: 2798.708984
	Iteration 13Q: 3 clusters Score -279200.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -279231.593750 Penalty: 2798.708984
	Iteration 14Q: 3 clusters Score -279231.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -279260.968750 Penalty: 2798.708984
	Iteration 15Q: 3 clusters Score -279261 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -279287.125000 Penalty: 2798.708984
	Iteration 16Q: 3 clusters Score -279287.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -279306.125000 Penalty: 2798.708984
	Iteration 17Q: 3 clusters Score -279306.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -279320.718750 Penalty: 2798.708984
	Iteration 18Q: 3 clusters Score -279320.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -279329.125000 Penalty: 2798.708984
	Iteration 19Q: 3 clusters Score -279329.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -279337.468750 Penalty: 2798.708984
	Iteration 20F: 3 clusters Score -279337.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -279344.250000 Penalty: 2798.708984
	Iteration 21Q: 3 clusters Score -279344.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -279349.906250 Penalty: 2798.708984
	Iteration 22Q: 3 clusters Score -279349.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -279359.562500 Penalty: 2798.708984
	Iteration 23Q: 3 clusters Score -279359.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -279366.343750 Penalty: 2798.708984
	Iteration 24Q: 3 clusters Score -279366.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -279373.125000 Penalty: 2798.708984
	Iteration 25Q: 3 clusters Score -279373.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -279379.156250 Penalty: 2798.708984
	Iteration 26Q: 3 clusters Score -279379.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -279384.187500 Penalty: 2798.708984
	Iteration 27Q: 3 clusters Score -279384.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -279387.781250 Penalty: 2798.708984
	Iteration 28Q: 3 clusters Score -279387.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -279391.937500 Penalty: 2798.708984
	Iteration 29Q: 3 clusters Score -279391.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -279395.031250 Penalty: 2798.708984
	Iteration 30Q: 3 clusters Score -279395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -279397.218750 Penalty: 2798.708984
	Iteration 31Q: 3 clusters Score -279397.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -279397.968750 Penalty: 2798.708984
	Iteration 32Q: 3 clusters Score -279398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -279400.343750 Penalty: 2798.708984
	Iteration 33Q: 3 clusters Score -279400.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -279401.250000 Penalty: 2798.708984
	Iteration 34Q: 3 clusters Score -279401.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -279403.281250 Penalty: 2798.708984
	Iteration 35Q: 3 clusters Score -279403.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -279405.187500 Penalty: 2798.708984
	Iteration 36Q: 3 clusters Score -279405.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -279406.343750 Penalty: 2798.708984
	Iteration 37Q: 3 clusters Score -279406.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -279407.437500 Penalty: 2798.708984
	Iteration 38Q: 3 clusters Score -279407.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -279409.125000 Penalty: 2798.708984
	Iteration 39Q: 3 clusters Score -279409.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -279410.437500 Penalty: 2798.708984
	Iteration 40F: 3 clusters Score -279410.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -279413.250000 Penalty: 2798.708984
	Iteration 41Q: 3 clusters Score -279413.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -279415.031250 Penalty: 2798.708984
	Iteration 42Q: 3 clusters Score -279415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -279417.125000 Penalty: 2798.708984
	Iteration 43Q: 3 clusters Score -279417.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -279419.187500 Penalty: 2798.708984
	Iteration 44Q: 3 clusters Score -279419.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -279421.531250 Penalty: 2798.708984
	Iteration 45Q: 3 clusters Score -279421.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -279426.000000 Penalty: 2798.708984
	Iteration 46Q: 3 clusters Score -279426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -279431.187500 Penalty: 2798.708984
	Iteration 47Q: 3 clusters Score -279431.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -279436.656250 Penalty: 2798.708984
	Iteration 48Q: 3 clusters Score -279436.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -279447.625000 Penalty: 2798.708984
	Iteration 49Q: 3 clusters Score -279447.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -279451.750000 Penalty: 2798.708984
	Iteration 50Q: 3 clusters Score -279451.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -279458.687500 Penalty: 2798.708984
	Iteration 51Q: 3 clusters Score -279458.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -279469.312500 Penalty: 2798.708984
	Iteration 52Q: 3 clusters Score -279469.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -279475.906250 Penalty: 2798.708984
	Iteration 53Q: 3 clusters Score -279475.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -279488.156250 Penalty: 2798.708984
	Iteration 54Q: 3 clusters Score -279488.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -279502.406250 Penalty: 2798.708984
	Iteration 55Q: 3 clusters Score -279502.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -279514.625000 Penalty: 2798.708984
	Iteration 56Q: 3 clusters Score -279514.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -279522.687500 Penalty: 2798.708984
	Iteration 57Q: 3 clusters Score -279522.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -279528.968750 Penalty: 2798.708984
	Iteration 58Q: 3 clusters Score -279529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -279532.968750 Penalty: 2798.708984
	Iteration 59Q: 3 clusters Score -279533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -279536.375000 Penalty: 2798.708984
	Iteration 60F: 3 clusters Score -279536.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -279541.593750 Penalty: 2798.708984
	Iteration 61Q: 3 clusters Score -279541.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -279547.687500 Penalty: 2798.708984
	Iteration 62Q: 3 clusters Score -279547.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -279551.343750 Penalty: 2798.708984
	Iteration 63Q: 3 clusters Score -279551.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -279553.781250 Penalty: 2798.708984
	Iteration 64Q: 3 clusters Score -279553.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -279557.812500 Penalty: 2798.708984
	Iteration 65Q: 3 clusters Score -279557.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -279562.562500 Penalty: 2798.708984
	Iteration 66Q: 3 clusters Score -279562.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -279569.468750 Penalty: 2798.708984
	Iteration 67Q: 3 clusters Score -279569.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -279578.718750 Penalty: 2798.708984
	Iteration 68Q: 3 clusters Score -279578.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -279589.375000 Penalty: 2798.708984
	Iteration 69Q: 3 clusters Score -279589.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -279603.843750 Penalty: 2798.708984
	Iteration 70Q: 3 clusters Score -279603.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -279612.937500 Penalty: 2798.708984
	Iteration 71Q: 3 clusters Score -279612.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -279617.843750 Penalty: 2798.708984
	Iteration 72Q: 3 clusters Score -279617.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -279627.781250 Penalty: 2798.708984
	Iteration 73Q: 3 clusters Score -279627.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -279637.437500 Penalty: 2798.708984
	Iteration 74Q: 3 clusters Score -279637.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -279653.062500 Penalty: 2798.708984
	Iteration 75Q: 3 clusters Score -279653.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -279670.718750 Penalty: 2798.708984
	Iteration 76Q: 3 clusters Score -279670.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -279680.093750 Penalty: 2798.708984
	Iteration 77Q: 3 clusters Score -279680.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -279689.125000 Penalty: 2798.708984
	Iteration 78Q: 3 clusters Score -279689.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -279699.000000 Penalty: 2798.708984
	Iteration 79Q: 3 clusters Score -279699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -279705.125000 Penalty: 2798.708984
	Iteration 80F: 3 clusters Score -279705.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -279710.500000 Penalty: 2798.708984
	Iteration 81Q: 3 clusters Score -279710.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -279718.937500 Penalty: 2798.708984
	Iteration 82Q: 3 clusters Score -279718.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -279741.593750 Penalty: 2798.708984
	Iteration 83Q: 3 clusters Score -279741.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -279751.843750 Penalty: 2798.708984
	Iteration 84Q: 3 clusters Score -279751.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -279767.000000 Penalty: 2798.708984
	Iteration 85Q: 3 clusters Score -279767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -279789.843750 Penalty: 2798.708984
	Iteration 86Q: 3 clusters Score -279789.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -279807.406250 Penalty: 2798.708984
	Iteration 87Q: 3 clusters Score -279807.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -279819.187500 Penalty: 2798.708984
	Iteration 88Q: 3 clusters Score -279819.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -279829.812500 Penalty: 2798.708984
	Iteration 89Q: 3 clusters Score -279829.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -279837.937500 Penalty: 2798.708984
	Iteration 90Q: 3 clusters Score -279837.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -279841.000000 Penalty: 2798.708984
	Iteration 91Q: 3 clusters Score -279841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -279845.312500 Penalty: 2798.708984
	Iteration 92Q: 3 clusters Score -279845.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -279846.625000 Penalty: 2798.708984
	Iteration 93Q: 3 clusters Score -279846.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -279846.625000 Penalty: 2798.708984
	Iteration 94F: 3 clusters Score -279846.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Entering Unmasked Estep 
Score: -923308.000000 Penalty: 1568.785400
	Iteration 0F: 2 clusters Score -923308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -912606.875000 Penalty: 3137.570801
	Iteration 0F: 3 clusters Score -912606.9 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -916760.812500 Penalty: 3137.570801
	Iteration 1F: 3 clusters Score -916760.8 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -917530.187500 Penalty: 3137.570801
	Iteration 2F: 3 clusters Score -917530.2 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -918329.062500 Penalty: 3137.570801
	Iteration 3F: 3 clusters Score -918329.1 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -918987.375000 Penalty: 3137.570801
	Iteration 4F: 3 clusters Score -918987.4 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -919591.375000 Penalty: 3137.570801
	Iteration 5F: 3 clusters Score -919591.4 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -920103.875000 Penalty: 3137.570801
	Iteration 6F: 3 clusters Score -920103.9 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -920506.187500 Penalty: 3137.570801
	Iteration 7Q: 3 clusters Score -920506.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -920794.562500 Penalty: 3137.570801
	Iteration 8Q: 3 clusters Score -920794.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -921002.375000 Penalty: 3137.570801
	Iteration 9Q: 3 clusters Score -921002.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -921187.187500 Penalty: 3137.570801
	Iteration 10Q: 3 clusters Score -921187.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -921355.500000 Penalty: 3137.570801
	Iteration 11Q: 3 clusters Score -921355.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -921482.500000 Penalty: 3137.570801
	Iteration 12Q: 3 clusters Score -921482.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -921587.437500 Penalty: 3137.570801
	Iteration 13Q: 3 clusters Score -921587.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -921671.312500 Penalty: 3137.570801
	Iteration 14Q: 3 clusters Score -921671.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -921752.062500 Penalty: 3137.570801
	Iteration 15Q: 3 clusters Score -921752.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -921843.625000 Penalty: 3137.570801
	Iteration 16Q: 3 clusters Score -921843.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -921938.312500 Penalty: 3137.570801
	Iteration 17Q: 3 clusters Score -921938.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -922016.062500 Penalty: 3137.570801
	Iteration 18Q: 3 clusters Score -922016.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -922085.000000 Penalty: 3137.570801
	Iteration 19Q: 3 clusters Score -922085 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -922145.750000 Penalty: 3137.570801
	Iteration 20F: 3 clusters Score -922145.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -922195.437500 Penalty: 3137.570801
	Iteration 21Q: 3 clusters Score -922195.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -922220.312500 Penalty: 3137.570801
	Iteration 22Q: 3 clusters Score -922220.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -922243.125000 Penalty: 3137.570801
	Iteration 23Q: 3 clusters Score -922243.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -922260.250000 Penalty: 3137.570801
	Iteration 24Q: 3 clusters Score -922260.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -922281.000000 Penalty: 3137.570801
	Iteration 25Q: 3 clusters Score -922281 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -922297.562500 Penalty: 3137.570801
	Iteration 26Q: 3 clusters Score -922297.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -922312.187500 Penalty: 3137.570801
	Iteration 27Q: 3 clusters Score -922312.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -922329.375000 Penalty: 3137.570801
	Iteration 28Q: 3 clusters Score -922329.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -922355.687500 Penalty: 3137.570801
	Iteration 29Q: 3 clusters Score -922355.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -922388.062500 Penalty: 3137.570801
	Iteration 30Q: 3 clusters Score -922388.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -922431.312500 Penalty: 3137.570801
	Iteration 31Q: 3 clusters Score -922431.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -922466.312500 Penalty: 3137.570801
	Iteration 32Q: 3 clusters Score -922466.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -922518.875000 Penalty: 3137.570801
	Iteration 33Q: 3 clusters Score -922518.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -922593.875000 Penalty: 3137.570801
	Iteration 34Q: 3 clusters Score -922593.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -922675.000000 Penalty: 3137.570801
	Iteration 35Q: 3 clusters Score -922675 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -922751.937500 Penalty: 3137.570801
	Iteration 36Q: 3 clusters Score -922751.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -922797.437500 Penalty: 3137.570801
	Iteration 37Q: 3 clusters Score -922797.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -922820.875000 Penalty: 3137.570801
	Iteration 38Q: 3 clusters Score -922820.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -922831.437500 Penalty: 3137.570801
	Iteration 39Q: 3 clusters Score -922831.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -922837.625000 Penalty: 3137.570801
	Iteration 40F: 3 clusters Score -922837.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -922841.937500 Penalty: 3137.570801
	Iteration 41Q: 3 clusters Score -922841.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -922844.250000 Penalty: 3137.570801
	Iteration 42Q: 3 clusters Score -922844.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -922847.125000 Penalty: 3137.570801
	Iteration 43Q: 3 clusters Score -922847.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -922849.312500 Penalty: 3137.570801
	Iteration 44Q: 3 clusters Score -922849.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -922849.687500 Penalty: 3137.570801
	Iteration 45Q: 3 clusters Score -922849.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -922849.687500 Penalty: 3137.570801
	Iteration 46F: 3 clusters Score -922849.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Entering Unmasked Estep 
Score: -222569.265625 Penalty: 1332.010620
	Iteration 0F: 2 clusters Score -222569.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -219447.218750 Penalty: 2664.021240
	Iteration 0F: 3 clusters Score -219447.2 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -220308.234375 Penalty: 2664.021240
	Iteration 1F: 3 clusters Score -220308.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -220530.531250 Penalty: 2664.021240
	Iteration 2F: 3 clusters Score -220530.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -220698.437500 Penalty: 2664.021240
	Iteration 3F: 3 clusters Score -220698.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -220841.578125 Penalty: 2664.021240
	Iteration 4F: 3 clusters Score -220841.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -220996.546875 Penalty: 2664.021240
	Iteration 5Q: 3 clusters Score -220996.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -221188.890625 Penalty: 2664.021240
	Iteration 6F: 3 clusters Score -221188.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -221492.765625 Penalty: 2664.021240
	Iteration 7F: 3 clusters Score -221492.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -221941.078125 Penalty: 2664.021240
	Iteration 8F: 3 clusters Score -221941.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -222401.625000 Penalty: 2664.021240
	Iteration 9F: 3 clusters Score -222401.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -222773.593750 Penalty: 2664.021240
	Iteration 10Q: 3 clusters Score -222773.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -223016.687500 Penalty: 2664.021240
	Iteration 11Q: 3 clusters Score -223016.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -223076.312500 Penalty: 2664.021240
	Iteration 12Q: 3 clusters Score -223076.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -223085.437500 Penalty: 2664.021240
	Iteration 13Q: 3 clusters Score -223085.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -223087.171875 Penalty: 2664.021240
	Iteration 14Q: 3 clusters Score -223087.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -223087.171875 Penalty: 2664.021240
	Iteration 15F: 3 clusters Score -223087.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5494 members 
Mstep: Class 3 contains 15585 members 
Mstep: Class 4 contains 1080 members 
Mstep: Class 5 contains 95865 members 
Mstep: Class 6 contains 10579 members 
Mstep: Class 7 contains 6130 members 
Mstep: Class 8 contains 19217 members 
Mstep: Class 9 contains 78381 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 11607 members 
Mstep: Class 13 contains 15077 members 
Mstep: Class 14 contains 49601 members 
Mstep: Class 15 contains 4558 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 20489 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7645 members 
Mstep: Class 21 contains 2550 members 
Entering Unmasked Estep 
Score: -21335268.000000 Penalty: 43657.015625
Splitting cluster 4 changes total score from -21335476.000000 to -21335268.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (95865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95865 members 
Entering Unmasked Estep 
Score: -5820154.000000 Penalty: 1863.988159
	Iteration 0F: 2 clusters Score -5820154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 47903 members 
Entering Unmasked Estep 
Score: -5756228.000000 Penalty: 3727.976318
	Iteration 0F: 3 clusters Score -5756228 nChanged 45597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -5783000.500000 Penalty: 3727.976318
	Iteration 1F: 3 clusters Score -5783000 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -5784057.500000 Penalty: 3727.976318
	Iteration 2Q: 3 clusters Score -5784058 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -5785391.500000 Penalty: 3727.976318
	Iteration 3Q: 3 clusters Score -5785392 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -5787085.500000 Penalty: 3727.976318
	Iteration 4Q: 3 clusters Score -5787086 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -5789139.500000 Penalty: 3727.976318
	Iteration 5Q: 3 clusters Score -5789140 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -5791728.000000 Penalty: 3727.976318
	Iteration 6F: 3 clusters Score -5791728 nChanged 5273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5795055 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5798657 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52599 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -5801412.500000 Penalty: 3727.976318
	Iteration 9F: 3 clusters Score -5801412 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -5802712.000000 Penalty: 3727.976318
	Iteration 10Q: 3 clusters Score -5802712 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -5803354.500000 Penalty: 3727.976318
	Iteration 11Q: 3 clusters Score -5803354 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55122 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -5803610.500000 Penalty: 3727.976318
	Iteration 12Q: 3 clusters Score -5803610 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56098 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -5803907.000000 Penalty: 3727.976318
	Iteration 13Q: 3 clusters Score -5803907 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -5804175.000000 Penalty: 3727.976318
	Iteration 14Q: 3 clusters Score -5804175 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58234 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5804506 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -5804855.000000 Penalty: 3727.976318
	Iteration 16Q: 3 clusters Score -5804855 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60695 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -5805225.000000 Penalty: 3727.976318
	Iteration 17Q: 3 clusters Score -5805225 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62074 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -5805629.500000 Penalty: 3727.976318
	Iteration 18Q: 3 clusters Score -5805630 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63566 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -5806154.000000 Penalty: 3727.976318
	Iteration 19Q: 3 clusters Score -5806154 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -5806761.000000 Penalty: 3727.976318
	Iteration 20F: 3 clusters Score -5806761 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66806 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -5807459.500000 Penalty: 3727.976318
	Iteration 21Q: 3 clusters Score -5807460 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -5808172.500000 Penalty: 3727.976318
	Iteration 22Q: 3 clusters Score -5808172 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70052 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -5808878.500000 Penalty: 3727.976318
	Iteration 23Q: 3 clusters Score -5808878 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71643 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -5809638.000000 Penalty: 3727.976318
	Iteration 24Q: 3 clusters Score -5809638 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73185 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -5810354.000000 Penalty: 3727.976318
	Iteration 25Q: 3 clusters Score -5810354 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74658 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -5810985.500000 Penalty: 3727.976318
	Iteration 26Q: 3 clusters Score -5810986 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76115 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -5811607.000000 Penalty: 3727.976318
	Iteration 27Q: 3 clusters Score -5811607 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77526 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -5812181.500000 Penalty: 3727.976318
	Iteration 28Q: 3 clusters Score -5812182 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78898 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -5812715.500000 Penalty: 3727.976318
	Iteration 29Q: 3 clusters Score -5812716 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80202 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -5813258.500000 Penalty: 3727.976318
	Iteration 30Q: 3 clusters Score -5813258 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81440 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -5813720.500000 Penalty: 3727.976318
	Iteration 31Q: 3 clusters Score -5813720 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82567 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -5814127.500000 Penalty: 3727.976318
	Iteration 32Q: 3 clusters Score -5814128 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83613 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -5814457.500000 Penalty: 3727.976318
	Iteration 33Q: 3 clusters Score -5814458 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84641 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -5814828.000000 Penalty: 3727.976318
	Iteration 34Q: 3 clusters Score -5814828 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85623 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -5815125.500000 Penalty: 3727.976318
	Iteration 35Q: 3 clusters Score -5815126 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86547 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -5815469.500000 Penalty: 3727.976318
	Iteration 36Q: 3 clusters Score -5815470 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87473 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -5815796.500000 Penalty: 3727.976318
	Iteration 37Q: 3 clusters Score -5815796 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88279 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -5816090.000000 Penalty: 3727.976318
	Iteration 38Q: 3 clusters Score -5816090 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89037 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -5816375.500000 Penalty: 3727.976318
	Iteration 39Q: 3 clusters Score -5816376 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89707 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -5816650.500000 Penalty: 3727.976318
	Iteration 40F: 3 clusters Score -5816650 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90307 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -5816845.000000 Penalty: 3727.976318
	Iteration 41Q: 3 clusters Score -5816845 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90868 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -5817034.500000 Penalty: 3727.976318
	Iteration 42Q: 3 clusters Score -5817034 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91349 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -5817195.000000 Penalty: 3727.976318
	Iteration 43Q: 3 clusters Score -5817195 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91787 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -5817353.500000 Penalty: 3727.976318
	Iteration 44Q: 3 clusters Score -5817354 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92192 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -5817525.000000 Penalty: 3727.976318
	Iteration 45Q: 3 clusters Score -5817525 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92568 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -5817625.000000 Penalty: 3727.976318
	Iteration 46Q: 3 clusters Score -5817625 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92898 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -5817755.000000 Penalty: 3727.976318
	Iteration 47Q: 3 clusters Score -5817755 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93201 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -5817864.500000 Penalty: 3727.976318
	Iteration 48Q: 3 clusters Score -5817864 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93467 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5817989.500000 Penalty: 3727.976318
	Iteration 49Q: 3 clusters Score -5817990 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93702 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5818056.000000 Penalty: 3727.976318
	Iteration 50Q: 3 clusters Score -5818056 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93914 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5818134.500000 Penalty: 3727.976318
	Iteration 51Q: 3 clusters Score -5818134 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94094 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5818206.500000 Penalty: 3727.976318
	Iteration 52Q: 3 clusters Score -5818206 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94250 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5818253.000000 Penalty: 3727.976318
	Iteration 53Q: 3 clusters Score -5818253 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94374 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5818306.000000 Penalty: 3727.976318
	Iteration 54Q: 3 clusters Score -5818306 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94482 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5818333.500000 Penalty: 3727.976318
	Iteration 55Q: 3 clusters Score -5818334 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94554 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5818354.000000 Penalty: 3727.976318
	Iteration 56Q: 3 clusters Score -5818354 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94627 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5818373.500000 Penalty: 3727.976318
	Iteration 57Q: 3 clusters Score -5818374 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94693 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5818419.000000 Penalty: 3727.976318
	Iteration 58Q: 3 clusters Score -5818419 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94737 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5818449.000000 Penalty: 3727.976318
	Iteration 59Q: 3 clusters Score -5818449 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94779 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5818470.500000 Penalty: 3727.976318
	Iteration 60F: 3 clusters Score -5818470 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94819 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5818498.500000 Penalty: 3727.976318
	Iteration 61Q: 3 clusters Score -5818498 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94854 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5818502.000000 Penalty: 3727.976318
	Iteration 62Q: 3 clusters Score -5818502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94885 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5818522.500000 Penalty: 3727.976318
	Iteration 63Q: 3 clusters Score -5818522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94903 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5818535.000000 Penalty: 3727.976318
	Iteration 64Q: 3 clusters Score -5818535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94925 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5818535.500000 Penalty: 3727.976318
	Iteration 65Q: 3 clusters Score -5818536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94943 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5818527.500000 Penalty: 3727.976318
	Iteration 66Q: 3 clusters Score -5818528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94956 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5818532.000000 Penalty: 3727.976318
	Iteration 67Q: 3 clusters Score -5818532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94965 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5818537.000000 Penalty: 3727.976318
	Iteration 68Q: 3 clusters Score -5818537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94986 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5818549.500000 Penalty: 3727.976318
	Iteration 69Q: 3 clusters Score -5818550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95003 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5818557.500000 Penalty: 3727.976318
	Iteration 70Q: 3 clusters Score -5818558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95013 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5818558.000000 Penalty: 3727.976318
	Iteration 71Q: 3 clusters Score -5818558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95022 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5818561.500000 Penalty: 3727.976318
	Iteration 72Q: 3 clusters Score -5818562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95039 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5818569.500000 Penalty: 3727.976318
	Iteration 73Q: 3 clusters Score -5818570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95046 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5818570.000000 Penalty: 3727.976318
	Iteration 74Q: 3 clusters Score -5818570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95061 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5818578.500000 Penalty: 3727.976318
	Iteration 75Q: 3 clusters Score -5818578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95076 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5818589.000000 Penalty: 3727.976318
	Iteration 76Q: 3 clusters Score -5818589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95087 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5818586.500000 Penalty: 3727.976318
	Iteration 77Q: 3 clusters Score -5818586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95099 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5818586.500000 Penalty: 3727.976318
	Iteration 78Q: 3 clusters Score -5818586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95108 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5818590.500000 Penalty: 3727.976318
	Iteration 79Q: 3 clusters Score -5818590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95112 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5818590.500000 Penalty: 3727.976318
	Iteration 80F: 3 clusters Score -5818590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95114 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5818598.500000 Penalty: 3727.976318
	Iteration 81Q: 3 clusters Score -5818598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95114 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5818598.500000 Penalty: 3727.976318
	Iteration 82F: 3 clusters Score -5818598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Entering Unmasked Estep 
Score: -678999.250000 Penalty: 1505.826782
	Iteration 0F: 2 clusters Score -678999.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -671442.500000 Penalty: 3011.653564
	Iteration 0F: 3 clusters Score -671442.5 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -673991.312500 Penalty: 3011.653564
	Iteration 1F: 3 clusters Score -673991.3 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -674354.562500 Penalty: 3011.653564
	Iteration 2F: 3 clusters Score -674354.6 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -674678.750000 Penalty: 3011.653564
	Iteration 3F: 3 clusters Score -674678.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -674991.812500 Penalty: 3011.653564
	Iteration 4F: 3 clusters Score -674991.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -675279.500000 Penalty: 3011.653564
	Iteration 5F: 3 clusters Score -675279.5 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -675559.750000 Penalty: 3011.653564
	Iteration 6F: 3 clusters Score -675559.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -675881.875000 Penalty: 3011.653564
	Iteration 7F: 3 clusters Score -675881.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -676173.375000 Penalty: 3011.653564
	Iteration 8Q: 3 clusters Score -676173.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -676451.312500 Penalty: 3011.653564
	Iteration 9Q: 3 clusters Score -676451.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -676697.500000 Penalty: 3011.653564
	Iteration 10Q: 3 clusters Score -676697.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -676922.062500 Penalty: 3011.653564
	Iteration 11Q: 3 clusters Score -676922.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -677137.812500 Penalty: 3011.653564
	Iteration 12Q: 3 clusters Score -677137.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -677351.000000 Penalty: 3011.653564
	Iteration 13Q: 3 clusters Score -677351 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -677551.812500 Penalty: 3011.653564
	Iteration 14Q: 3 clusters Score -677551.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -677733.937500 Penalty: 3011.653564
	Iteration 15Q: 3 clusters Score -677733.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -677920.875000 Penalty: 3011.653564
	Iteration 16Q: 3 clusters Score -677920.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -678084.187500 Penalty: 3011.653564
	Iteration 17Q: 3 clusters Score -678084.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -678196.687500 Penalty: 3011.653564
	Iteration 18Q: 3 clusters Score -678196.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -678292.687500 Penalty: 3011.653564
	Iteration 19Q: 3 clusters Score -678292.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -678381.125000 Penalty: 3011.653564
	Iteration 20F: 3 clusters Score -678381.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -678435.562500 Penalty: 3011.653564
	Iteration 21Q: 3 clusters Score -678435.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -678460.812500 Penalty: 3011.653564
	Iteration 22Q: 3 clusters Score -678460.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -678476.375000 Penalty: 3011.653564
	Iteration 23Q: 3 clusters Score -678476.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -678485.625000 Penalty: 3011.653564
	Iteration 24Q: 3 clusters Score -678485.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -678491.312500 Penalty: 3011.653564
	Iteration 25Q: 3 clusters Score -678491.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -678494.187500 Penalty: 3011.653564
	Iteration 26Q: 3 clusters Score -678494.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -678494.875000 Penalty: 3011.653564
	Iteration 27Q: 3 clusters Score -678494.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -678495.500000 Penalty: 3011.653564
	Iteration 28Q: 3 clusters Score -678495.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -678498.125000 Penalty: 3011.653564
	Iteration 29Q: 3 clusters Score -678498.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -678500.187500 Penalty: 3011.653564
	Iteration 30Q: 3 clusters Score -678500.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -678500.750000 Penalty: 3011.653564
	Iteration 31Q: 3 clusters Score -678500.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -678502.000000 Penalty: 3011.653564
	Iteration 32Q: 3 clusters Score -678502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -678501.937500 Penalty: 3011.653564
	Iteration 33Q: 3 clusters Score -678501.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -678502.312500 Penalty: 3011.653564
	Iteration 34Q: 3 clusters Score -678502.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -678503.187500 Penalty: 3011.653564
	Iteration 35Q: 3 clusters Score -678503.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -678503.187500 Penalty: 3011.653564
	Iteration 36F: 3 clusters Score -678503.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Entering Unmasked Estep 
Score: -360532.656250 Penalty: 1417.154419
	Iteration 0F: 2 clusters Score -360532.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -355859.125000 Penalty: 2834.308838
	Iteration 0F: 3 clusters Score -355859.1 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -357430.406250 Penalty: 2834.308838
	Iteration 1F: 3 clusters Score -357430.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -357757.187500 Penalty: 2834.308838
	Iteration 2F: 3 clusters Score -357757.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -358038.093750 Penalty: 2834.308838
	Iteration 3F: 3 clusters Score -358038.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -358289.531250 Penalty: 2834.308838
	Iteration 4F: 3 clusters Score -358289.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -358515.156250 Penalty: 2834.308838
	Iteration 5F: 3 clusters Score -358515.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -358703.843750 Penalty: 2834.308838
	Iteration 6Q: 3 clusters Score -358703.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -358865.312500 Penalty: 2834.308838
	Iteration 7Q: 3 clusters Score -358865.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -359022.656250 Penalty: 2834.308838
	Iteration 8Q: 3 clusters Score -359022.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -359155.843750 Penalty: 2834.308838
	Iteration 9Q: 3 clusters Score -359155.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -359247.250000 Penalty: 2834.308838
	Iteration 10Q: 3 clusters Score -359247.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -359321.250000 Penalty: 2834.308838
	Iteration 11Q: 3 clusters Score -359321.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -359382.468750 Penalty: 2834.308838
	Iteration 12Q: 3 clusters Score -359382.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -359442.593750 Penalty: 2834.308838
	Iteration 13Q: 3 clusters Score -359442.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -359498.687500 Penalty: 2834.308838
	Iteration 14Q: 3 clusters Score -359498.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -359549.656250 Penalty: 2834.308838
	Iteration 15Q: 3 clusters Score -359549.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -359596.125000 Penalty: 2834.308838
	Iteration 16Q: 3 clusters Score -359596.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -359616.406250 Penalty: 2834.308838
	Iteration 17Q: 3 clusters Score -359616.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -359639.500000 Penalty: 2834.308838
	Iteration 18Q: 3 clusters Score -359639.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -359662.625000 Penalty: 2834.308838
	Iteration 19Q: 3 clusters Score -359662.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -359683.531250 Penalty: 2834.308838
	Iteration 20F: 3 clusters Score -359683.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -359700.500000 Penalty: 2834.308838
	Iteration 21Q: 3 clusters Score -359700.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -359708.812500 Penalty: 2834.308838
	Iteration 22Q: 3 clusters Score -359708.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -359715.937500 Penalty: 2834.308838
	Iteration 23Q: 3 clusters Score -359715.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -359726.843750 Penalty: 2834.308838
	Iteration 24Q: 3 clusters Score -359726.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -359737.718750 Penalty: 2834.308838
	Iteration 25Q: 3 clusters Score -359737.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -359750.906250 Penalty: 2834.308838
	Iteration 26Q: 3 clusters Score -359750.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -359760.093750 Penalty: 2834.308838
	Iteration 27Q: 3 clusters Score -359760.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -359767.656250 Penalty: 2834.308838
	Iteration 28Q: 3 clusters Score -359767.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -359774.375000 Penalty: 2834.308838
	Iteration 29Q: 3 clusters Score -359774.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -359777.812500 Penalty: 2834.308838
	Iteration 30Q: 3 clusters Score -359777.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -359780.625000 Penalty: 2834.308838
	Iteration 31Q: 3 clusters Score -359780.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -359784.687500 Penalty: 2834.308838
	Iteration 32Q: 3 clusters Score -359784.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -359785.562500 Penalty: 2834.308838
	Iteration 33Q: 3 clusters Score -359785.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -359787.031250 Penalty: 2834.308838
	Iteration 34Q: 3 clusters Score -359787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -359787.281250 Penalty: 2834.308838
	Iteration 35Q: 3 clusters Score -359787.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -359787.281250 Penalty: 2834.308838
	Iteration 36F: 3 clusters Score -359787.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Entering Unmasked Estep 
Score: -1175035.500000 Penalty: 1602.826904
	Iteration 0F: 2 clusters Score -1175036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1161958.375000 Penalty: 3205.653809
	Iteration 0F: 3 clusters Score -1161958 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1166595.750000 Penalty: 3205.653809
	Iteration 1F: 3 clusters Score -1166596 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1167044.500000 Penalty: 3205.653809
	Iteration 2F: 3 clusters Score -1167044 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1167489.750000 Penalty: 3205.653809
	Iteration 3F: 3 clusters Score -1167490 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1168018.250000 Penalty: 3205.653809
	Iteration 4F: 3 clusters Score -1168018 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1168599.750000 Penalty: 3205.653809
	Iteration 5F: 3 clusters Score -1168600 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1169305.375000 Penalty: 3205.653809
	Iteration 6F: 3 clusters Score -1169305 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1170043.500000 Penalty: 3205.653809
	Iteration 7F: 3 clusters Score -1170044 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1170839.375000 Penalty: 3205.653809
	Iteration 8F: 3 clusters Score -1170839 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1171554.750000 Penalty: 3205.653809
	Iteration 9F: 3 clusters Score -1171555 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1172142.375000 Penalty: 3205.653809
	Iteration 10Q: 3 clusters Score -1172142 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1172520.500000 Penalty: 3205.653809
	Iteration 11Q: 3 clusters Score -1172520 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1172694.875000 Penalty: 3205.653809
	Iteration 12Q: 3 clusters Score -1172695 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1172777.375000 Penalty: 3205.653809
	Iteration 13Q: 3 clusters Score -1172777 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1172835.250000 Penalty: 3205.653809
	Iteration 14Q: 3 clusters Score -1172835 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1172872.625000 Penalty: 3205.653809
	Iteration 15Q: 3 clusters Score -1172873 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1172902.125000 Penalty: 3205.653809
	Iteration 16Q: 3 clusters Score -1172902 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1172933.500000 Penalty: 3205.653809
	Iteration 17Q: 3 clusters Score -1172934 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1172949.625000 Penalty: 3205.653809
	Iteration 18Q: 3 clusters Score -1172950 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1172971.125000 Penalty: 3205.653809
	Iteration 19Q: 3 clusters Score -1172971 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1172990.500000 Penalty: 3205.653809
	Iteration 20F: 3 clusters Score -1172990 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1173009.625000 Penalty: 3205.653809
	Iteration 21Q: 3 clusters Score -1173010 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1173023.250000 Penalty: 3205.653809
	Iteration 22Q: 3 clusters Score -1173023 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1173036.750000 Penalty: 3205.653809
	Iteration 23Q: 3 clusters Score -1173037 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1173042.625000 Penalty: 3205.653809
	Iteration 24Q: 3 clusters Score -1173043 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1173051.375000 Penalty: 3205.653809
	Iteration 25Q: 3 clusters Score -1173051 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1173059.125000 Penalty: 3205.653809
	Iteration 26Q: 3 clusters Score -1173059 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1173065.000000 Penalty: 3205.653809
	Iteration 27Q: 3 clusters Score -1173065 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1173069.375000 Penalty: 3205.653809
	Iteration 28Q: 3 clusters Score -1173069 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1173072.000000 Penalty: 3205.653809
	Iteration 29Q: 3 clusters Score -1173072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1173083.875000 Penalty: 3205.653809
	Iteration 30Q: 3 clusters Score -1173084 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1173089.875000 Penalty: 3205.653809
	Iteration 31Q: 3 clusters Score -1173090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1173097.125000 Penalty: 3205.653809
	Iteration 32Q: 3 clusters Score -1173097 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1173103.375000 Penalty: 3205.653809
	Iteration 33Q: 3 clusters Score -1173103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1173100.375000 Penalty: 3205.653809
	Iteration 34Q: 3 clusters Score -1173100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1173102.625000 Penalty: 3205.653809
	Iteration 35Q: 3 clusters Score -1173103 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1173113.500000 Penalty: 3205.653809
	Iteration 36Q: 3 clusters Score -1173114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1173117.375000 Penalty: 3205.653809
	Iteration 37Q: 3 clusters Score -1173117 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1173122.000000 Penalty: 3205.653809
	Iteration 38Q: 3 clusters Score -1173122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1173119.625000 Penalty: 3205.653809
	Iteration 39Q: 3 clusters Score -1173120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1173123.750000 Penalty: 3205.653809
	Iteration 40F: 3 clusters Score -1173124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1173127.750000 Penalty: 3205.653809
	Iteration 41Q: 3 clusters Score -1173128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1173132.500000 Penalty: 3205.653809
	Iteration 42Q: 3 clusters Score -1173132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1173142.750000 Penalty: 3205.653809
	Iteration 43Q: 3 clusters Score -1173143 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1173143.375000 Penalty: 3205.653809
	Iteration 44Q: 3 clusters Score -1173143 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1173149.625000 Penalty: 3205.653809
	Iteration 45Q: 3 clusters Score -1173150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1173155.625000 Penalty: 3205.653809
	Iteration 46Q: 3 clusters Score -1173156 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1173154.750000 Penalty: 3205.653809
	Iteration 47Q: 3 clusters Score -1173155 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1173166.500000 Penalty: 3205.653809
	Iteration 48Q: 3 clusters Score -1173166 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1173177.500000 Penalty: 3205.653809
	Iteration 49Q: 3 clusters Score -1173178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1173184.125000 Penalty: 3205.653809
	Iteration 50Q: 3 clusters Score -1173184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1173184.000000 Penalty: 3205.653809
	Iteration 51Q: 3 clusters Score -1173184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1173191.625000 Penalty: 3205.653809
	Iteration 52Q: 3 clusters Score -1173192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1173193.875000 Penalty: 3205.653809
	Iteration 53Q: 3 clusters Score -1173194 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1173200.750000 Penalty: 3205.653809
	Iteration 54Q: 3 clusters Score -1173201 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1173211.125000 Penalty: 3205.653809
	Iteration 55Q: 3 clusters Score -1173211 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1173223.750000 Penalty: 3205.653809
	Iteration 56Q: 3 clusters Score -1173224 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1173236.375000 Penalty: 3205.653809
	Iteration 57Q: 3 clusters Score -1173236 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1173244.750000 Penalty: 3205.653809
	Iteration 58Q: 3 clusters Score -1173245 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1173249.375000 Penalty: 3205.653809
	Iteration 59Q: 3 clusters Score -1173249 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1173254.875000 Penalty: 3205.653809
	Iteration 60F: 3 clusters Score -1173255 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1173261.500000 Penalty: 3205.653809
	Iteration 61Q: 3 clusters Score -1173262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1173274.250000 Penalty: 3205.653809
	Iteration 62Q: 3 clusters Score -1173274 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1173283.125000 Penalty: 3205.653809
	Iteration 63Q: 3 clusters Score -1173283 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1173294.250000 Penalty: 3205.653809
	Iteration 64Q: 3 clusters Score -1173294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1173303.375000 Penalty: 3205.653809
	Iteration 65Q: 3 clusters Score -1173303 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1173301.125000 Penalty: 3205.653809
	Iteration 66Q: 3 clusters Score -1173301 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1173307.750000 Penalty: 3205.653809
	Iteration 67Q: 3 clusters Score -1173308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1173316.625000 Penalty: 3205.653809
	Iteration 68Q: 3 clusters Score -1173317 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1173322.875000 Penalty: 3205.653809
	Iteration 69Q: 3 clusters Score -1173323 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1173325.875000 Penalty: 3205.653809
	Iteration 70Q: 3 clusters Score -1173326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1173332.250000 Penalty: 3205.653809
	Iteration 71Q: 3 clusters Score -1173332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1173336.500000 Penalty: 3205.653809
	Iteration 72Q: 3 clusters Score -1173336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1173340.250000 Penalty: 3205.653809
	Iteration 73Q: 3 clusters Score -1173340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1173349.375000 Penalty: 3205.653809
	Iteration 74Q: 3 clusters Score -1173349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1173352.750000 Penalty: 3205.653809
	Iteration 75Q: 3 clusters Score -1173353 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1173362.375000 Penalty: 3205.653809
	Iteration 76Q: 3 clusters Score -1173362 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1173379.250000 Penalty: 3205.653809
	Iteration 77Q: 3 clusters Score -1173379 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1173398.375000 Penalty: 3205.653809
	Iteration 78Q: 3 clusters Score -1173398 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1173411.500000 Penalty: 3205.653809
	Iteration 79Q: 3 clusters Score -1173412 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1173430.375000 Penalty: 3205.653809
	Iteration 80F: 3 clusters Score -1173430 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1173449.750000 Penalty: 3205.653809
	Iteration 81Q: 3 clusters Score -1173450 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1173473.125000 Penalty: 3205.653809
	Iteration 82Q: 3 clusters Score -1173473 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1173487.875000 Penalty: 3205.653809
	Iteration 83Q: 3 clusters Score -1173488 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1173502.250000 Penalty: 3205.653809
	Iteration 84Q: 3 clusters Score -1173502 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1173515.250000 Penalty: 3205.653809
	Iteration 85Q: 3 clusters Score -1173515 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1173524.625000 Penalty: 3205.653809
	Iteration 86Q: 3 clusters Score -1173525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1173531.625000 Penalty: 3205.653809
	Iteration 87Q: 3 clusters Score -1173532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1173537.250000 Penalty: 3205.653809
	Iteration 88Q: 3 clusters Score -1173537 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1173543.625000 Penalty: 3205.653809
	Iteration 89Q: 3 clusters Score -1173544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1173545.125000 Penalty: 3205.653809
	Iteration 90Q: 3 clusters Score -1173545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1173545.500000 Penalty: 3205.653809
	Iteration 91Q: 3 clusters Score -1173546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1173548.375000 Penalty: 3205.653809
	Iteration 92Q: 3 clusters Score -1173548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1173550.625000 Penalty: 3205.653809
	Iteration 93Q: 3 clusters Score -1173551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1173554.500000 Penalty: 3205.653809
	Iteration 94Q: 3 clusters Score -1173554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1173557.875000 Penalty: 3205.653809
	Iteration 95Q: 3 clusters Score -1173558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1173561.000000 Penalty: 3205.653809
	Iteration 96Q: 3 clusters Score -1173561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1173563.125000 Penalty: 3205.653809
	Iteration 97Q: 3 clusters Score -1173563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1173563.750000 Penalty: 3205.653809
	Iteration 98Q: 3 clusters Score -1173564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1173559.875000 Penalty: 3205.653809
	Iteration 99Q: 3 clusters Score -1173560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1173560.375000 Penalty: 3205.653809
	Iteration 100F: 3 clusters Score -1173560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1173560.375000 Penalty: 3205.653809
	Iteration 101Q: 3 clusters Score -1173560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1173559.875000 Penalty: 3205.653809
	Iteration 102Q: 3 clusters Score -1173560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1173561.000000 Penalty: 3205.653809
	Iteration 103Q: 3 clusters Score -1173561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1173560.750000 Penalty: 3205.653809
	Iteration 104Q: 3 clusters Score -1173561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1173561.375000 Penalty: 3205.653809
	Iteration 105Q: 3 clusters Score -1173561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1173560.750000 Penalty: 3205.653809
	Iteration 106Q: 3 clusters Score -1173561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1173560.750000 Penalty: 3205.653809
	Iteration 107F: 3 clusters Score -1173561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (78381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78381 members 
Entering Unmasked Estep 
Score: -5017492.000000 Penalty: 1831.267212
	Iteration 0F: 2 clusters Score -5017492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -4965215.500000 Penalty: 3662.534424
	Iteration 0F: 3 clusters Score -4965216 nChanged 37326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -4986453.000000 Penalty: 3662.534424
	Iteration 1F: 3 clusters Score -4986453 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -4986953.000000 Penalty: 3662.534424
	Iteration 2Q: 3 clusters Score -4986953 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -4987545.500000 Penalty: 3662.534424
	Iteration 3Q: 3 clusters Score -4987546 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -4988289.000000 Penalty: 3662.534424
	Iteration 4Q: 3 clusters Score -4988289 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -4989278.500000 Penalty: 3662.534424
	Iteration 5Q: 3 clusters Score -4989278 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -4990797.500000 Penalty: 3662.534424
	Iteration 6Q: 3 clusters Score -4990798 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -4993213.000000 Penalty: 3662.534424
	Iteration 7F: 3 clusters Score -4993213 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -4996548.000000 Penalty: 3662.534424
	Iteration 8F: 3 clusters Score -4996548 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -5000311.000000 Penalty: 3662.534424
	Iteration 9F: 3 clusters Score -5000311 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -5003520.000000 Penalty: 3662.534424
	Iteration 10F: 3 clusters Score -5003520 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58736 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -5005778.500000 Penalty: 3662.534424
	Iteration 11Q: 3 clusters Score -5005778 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -5007144.000000 Penalty: 3662.534424
	Iteration 12Q: 3 clusters Score -5007144 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62017 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -5007998.000000 Penalty: 3662.534424
	Iteration 13Q: 3 clusters Score -5007998 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63474 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -5008670.500000 Penalty: 3662.534424
	Iteration 14Q: 3 clusters Score -5008670 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64845 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -5009276.500000 Penalty: 3662.534424
	Iteration 15Q: 3 clusters Score -5009276 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66202 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -5009873.500000 Penalty: 3662.534424
	Iteration 16Q: 3 clusters Score -5009874 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67478 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -5010461.000000 Penalty: 3662.534424
	Iteration 17Q: 3 clusters Score -5010461 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68728 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -5011053.500000 Penalty: 3662.534424
	Iteration 18Q: 3 clusters Score -5011054 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69938 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -5011623.500000 Penalty: 3662.534424
	Iteration 19Q: 3 clusters Score -5011624 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71050 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -5012145.000000 Penalty: 3662.534424
	Iteration 20F: 3 clusters Score -5012145 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72074 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -5012600.500000 Penalty: 3662.534424
	Iteration 21Q: 3 clusters Score -5012600 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73045 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -5013073.000000 Penalty: 3662.534424
	Iteration 22Q: 3 clusters Score -5013073 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73978 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -5013556.500000 Penalty: 3662.534424
	Iteration 23Q: 3 clusters Score -5013556 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -5014121.500000 Penalty: 3662.534424
	Iteration 24Q: 3 clusters Score -5014122 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75637 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -5014622.500000 Penalty: 3662.534424
	Iteration 25Q: 3 clusters Score -5014622 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76295 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5015063.000000 Penalty: 3662.534424
	Iteration 26Q: 3 clusters Score -5015063 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76765 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5015341.500000 Penalty: 3662.534424
	Iteration 27Q: 3 clusters Score -5015342 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77118 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5015555.500000 Penalty: 3662.534424
	Iteration 28Q: 3 clusters Score -5015556 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77365 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5015724.500000 Penalty: 3662.534424
	Iteration 29Q: 3 clusters Score -5015724 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77511 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5015813.500000 Penalty: 3662.534424
	Iteration 30Q: 3 clusters Score -5015814 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77609 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5015861.000000 Penalty: 3662.534424
	Iteration 31Q: 3 clusters Score -5015861 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77666 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5015895.500000 Penalty: 3662.534424
	Iteration 32Q: 3 clusters Score -5015896 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77703 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5015908.500000 Penalty: 3662.534424
	Iteration 33Q: 3 clusters Score -5015908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77736 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5015924.000000 Penalty: 3662.534424
	Iteration 34Q: 3 clusters Score -5015924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77759 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5015956.000000 Penalty: 3662.534424
	Iteration 35Q: 3 clusters Score -5015956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77780 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5015968.000000 Penalty: 3662.534424
	Iteration 36Q: 3 clusters Score -5015968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77806 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5015981.000000 Penalty: 3662.534424
	Iteration 37Q: 3 clusters Score -5015981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77825 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5016001.500000 Penalty: 3662.534424
	Iteration 38Q: 3 clusters Score -5016002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77844 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5016022.500000 Penalty: 3662.534424
	Iteration 39Q: 3 clusters Score -5016022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77863 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5016046.000000 Penalty: 3662.534424
	Iteration 40F: 3 clusters Score -5016046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77875 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5016062.500000 Penalty: 3662.534424
	Iteration 41Q: 3 clusters Score -5016062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77887 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5016058.000000 Penalty: 3662.534424
	Iteration 42Q: 3 clusters Score -5016058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77886 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5016074.000000 Penalty: 3662.534424
	Iteration 43Q: 3 clusters Score -5016074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77899 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5016096.000000 Penalty: 3662.534424
	Iteration 44Q: 3 clusters Score -5016096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77908 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5016112.000000 Penalty: 3662.534424
	Iteration 45Q: 3 clusters Score -5016112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77914 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5016133.500000 Penalty: 3662.534424
	Iteration 46Q: 3 clusters Score -5016134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77911 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5016163.000000 Penalty: 3662.534424
	Iteration 47Q: 3 clusters Score -5016163 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77906 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5016186.000000 Penalty: 3662.534424
	Iteration 48Q: 3 clusters Score -5016186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77911 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5016222.000000 Penalty: 3662.534424
	Iteration 49Q: 3 clusters Score -5016222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77912 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5016228.500000 Penalty: 3662.534424
	Iteration 50Q: 3 clusters Score -5016228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77906 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5016238.000000 Penalty: 3662.534424
	Iteration 51Q: 3 clusters Score -5016238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77899 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5016251.500000 Penalty: 3662.534424
	Iteration 52Q: 3 clusters Score -5016252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77893 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5016266.000000 Penalty: 3662.534424
	Iteration 53Q: 3 clusters Score -5016266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77886 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5016276.000000 Penalty: 3662.534424
	Iteration 54Q: 3 clusters Score -5016276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77879 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5016279.500000 Penalty: 3662.534424
	Iteration 55Q: 3 clusters Score -5016280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77874 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5016291.000000 Penalty: 3662.534424
	Iteration 56Q: 3 clusters Score -5016291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77871 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5016286.500000 Penalty: 3662.534424
	Iteration 57Q: 3 clusters Score -5016286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77868 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5016291.000000 Penalty: 3662.534424
	Iteration 58Q: 3 clusters Score -5016291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77868 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5016294.000000 Penalty: 3662.534424
	Iteration 59Q: 3 clusters Score -5016294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77862 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5016296.000000 Penalty: 3662.534424
	Iteration 60F: 3 clusters Score -5016296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77856 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5016302.500000 Penalty: 3662.534424
	Iteration 61Q: 3 clusters Score -5016302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5016302.500000 Penalty: 3662.534424
	Iteration 62Q: 3 clusters Score -5016302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5016303.000000 Penalty: 3662.534424
	Iteration 63Q: 3 clusters Score -5016303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77851 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5016309.000000 Penalty: 3662.534424
	Iteration 64Q: 3 clusters Score -5016309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77848 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5016313.500000 Penalty: 3662.534424
	Iteration 65Q: 3 clusters Score -5016314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77843 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5016318.500000 Penalty: 3662.534424
	Iteration 66Q: 3 clusters Score -5016318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5016319.000000 Penalty: 3662.534424
	Iteration 67Q: 3 clusters Score -5016319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77838 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5016324.000000 Penalty: 3662.534424
	Iteration 68Q: 3 clusters Score -5016324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77831 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5016329.500000 Penalty: 3662.534424
	Iteration 69Q: 3 clusters Score -5016330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77824 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5016338.000000 Penalty: 3662.534424
	Iteration 70Q: 3 clusters Score -5016338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77819 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5016341.500000 Penalty: 3662.534424
	Iteration 71Q: 3 clusters Score -5016342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77819 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5016341.500000 Penalty: 3662.534424
	Iteration 72F: 3 clusters Score -5016342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Entering Unmasked Estep 
Score: -123804.093750 Penalty: 1239.634155
	Iteration 0F: 2 clusters Score -123804.1 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 1009 members 
Entering Unmasked Estep 
Score: -121702.156250 Penalty: 2479.268311
	Iteration 0F: 3 clusters Score -121702.2 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -122149.656250 Penalty: 2479.268311
	Iteration 1F: 3 clusters Score -122149.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -122247.765625 Penalty: 2479.268311
	Iteration 2F: 3 clusters Score -122247.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -122302.562500 Penalty: 2479.268311
	Iteration 3Q: 3 clusters Score -122302.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -122335.218750 Penalty: 2479.268311
	Iteration 4Q: 3 clusters Score -122335.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -122359.335938 Penalty: 2479.268311
	Iteration 5Q: 3 clusters Score -122359.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -122377.679688 Penalty: 2479.268311
	Iteration 6Q: 3 clusters Score -122377.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -122391.234375 Penalty: 2479.268311
	Iteration 7Q: 3 clusters Score -122391.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -122401.859375 Penalty: 2479.268311
	Iteration 8Q: 3 clusters Score -122401.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -122413.546875 Penalty: 2479.268311
	Iteration 9Q: 3 clusters Score -122413.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -122424.468750 Penalty: 2479.268311
	Iteration 10Q: 3 clusters Score -122424.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -122435.929688 Penalty: 2479.268311
	Iteration 11Q: 3 clusters Score -122435.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -122443.640625 Penalty: 2479.268311
	Iteration 12Q: 3 clusters Score -122443.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -122454.281250 Penalty: 2479.268311
	Iteration 13Q: 3 clusters Score -122454.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -122461.968750 Penalty: 2479.268311
	Iteration 14Q: 3 clusters Score -122462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -122469.234375 Penalty: 2479.268311
	Iteration 15Q: 3 clusters Score -122469.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -122474.125000 Penalty: 2479.268311
	Iteration 16Q: 3 clusters Score -122474.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -122479.554688 Penalty: 2479.268311
	Iteration 17Q: 3 clusters Score -122479.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -122482.460938 Penalty: 2479.268311
	Iteration 18Q: 3 clusters Score -122482.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -122484.140625 Penalty: 2479.268311
	Iteration 19Q: 3 clusters Score -122484.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -122487.554688 Penalty: 2479.268311
	Iteration 20F: 3 clusters Score -122487.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -122493.820312 Penalty: 2479.268311
	Iteration 21Q: 3 clusters Score -122493.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -122503.125000 Penalty: 2479.268311
	Iteration 22Q: 3 clusters Score -122503.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -122509.867188 Penalty: 2479.268311
	Iteration 23Q: 3 clusters Score -122509.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -122514.273438 Penalty: 2479.268311
	Iteration 24Q: 3 clusters Score -122514.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -122519.484375 Penalty: 2479.268311
	Iteration 25Q: 3 clusters Score -122519.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -122525.257812 Penalty: 2479.268311
	Iteration 26Q: 3 clusters Score -122525.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -122529.843750 Penalty: 2479.268311
	Iteration 27Q: 3 clusters Score -122529.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -122534.679688 Penalty: 2479.268311
	Iteration 28Q: 3 clusters Score -122534.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -122543.742188 Penalty: 2479.268311
	Iteration 29Q: 3 clusters Score -122543.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -122558.617188 Penalty: 2479.268311
	Iteration 30Q: 3 clusters Score -122558.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -122564.570312 Penalty: 2479.268311
	Iteration 31Q: 3 clusters Score -122564.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -122570.921875 Penalty: 2479.268311
	Iteration 32Q: 3 clusters Score -122570.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -122577.484375 Penalty: 2479.268311
	Iteration 33Q: 3 clusters Score -122577.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -122588.398438 Penalty: 2479.268311
	Iteration 34Q: 3 clusters Score -122588.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -122601.101562 Penalty: 2479.268311
	Iteration 35Q: 3 clusters Score -122601.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -122613.390625 Penalty: 2479.268311
	Iteration 36Q: 3 clusters Score -122613.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -122621.492188 Penalty: 2479.268311
	Iteration 37Q: 3 clusters Score -122621.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -122633.367188 Penalty: 2479.268311
	Iteration 38Q: 3 clusters Score -122633.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -122648.046875 Penalty: 2479.268311
	Iteration 39Q: 3 clusters Score -122648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -122653.179688 Penalty: 2479.268311
	Iteration 40F: 3 clusters Score -122653.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -122657.781250 Penalty: 2479.268311
	Iteration 41Q: 3 clusters Score -122657.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -122660.992188 Penalty: 2479.268311
	Iteration 42Q: 3 clusters Score -122661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -122664.976562 Penalty: 2479.268311
	Iteration 43Q: 3 clusters Score -122665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -122669.726562 Penalty: 2479.268311
	Iteration 44Q: 3 clusters Score -122669.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -122673.625000 Penalty: 2479.268311
	Iteration 45Q: 3 clusters Score -122673.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -122675.437500 Penalty: 2479.268311
	Iteration 46Q: 3 clusters Score -122675.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -122677.609375 Penalty: 2479.268311
	Iteration 47Q: 3 clusters Score -122677.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -122679.945312 Penalty: 2479.268311
	Iteration 48Q: 3 clusters Score -122679.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -122681.523438 Penalty: 2479.268311
	Iteration 49Q: 3 clusters Score -122681.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -122682.484375 Penalty: 2479.268311
	Iteration 50Q: 3 clusters Score -122682.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -122684.210938 Penalty: 2479.268311
	Iteration 51Q: 3 clusters Score -122684.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -122684.968750 Penalty: 2479.268311
	Iteration 52Q: 3 clusters Score -122685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -122684.968750 Penalty: 2479.268311
	Iteration 53F: 3 clusters Score -122685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Entering Unmasked Estep 
Score: -289427.625000 Penalty: 1369.110718
	Iteration 0F: 2 clusters Score -289427.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -285754.812500 Penalty: 2738.221436
	Iteration 0F: 3 clusters Score -285754.8 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -286729.312500 Penalty: 2738.221436
	Iteration 1F: 3 clusters Score -286729.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -286896.437500 Penalty: 2738.221436
	Iteration 2F: 3 clusters Score -286896.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -287009.812500 Penalty: 2738.221436
	Iteration 3F: 3 clusters Score -287009.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -287101.718750 Penalty: 2738.221436
	Iteration 4Q: 3 clusters Score -287101.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -287188.906250 Penalty: 2738.221436
	Iteration 5Q: 3 clusters Score -287188.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -287274.500000 Penalty: 2738.221436
	Iteration 6Q: 3 clusters Score -287274.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -287355.281250 Penalty: 2738.221436
	Iteration 7Q: 3 clusters Score -287355.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -287424.937500 Penalty: 2738.221436
	Iteration 8Q: 3 clusters Score -287424.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -287515.812500 Penalty: 2738.221436
	Iteration 9Q: 3 clusters Score -287515.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -287606.343750 Penalty: 2738.221436
	Iteration 10Q: 3 clusters Score -287606.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -287705.156250 Penalty: 2738.221436
	Iteration 11Q: 3 clusters Score -287705.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -287804.468750 Penalty: 2738.221436
	Iteration 12Q: 3 clusters Score -287804.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -287908.343750 Penalty: 2738.221436
	Iteration 13Q: 3 clusters Score -287908.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -287979.125000 Penalty: 2738.221436
	Iteration 14Q: 3 clusters Score -287979.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -288034.187500 Penalty: 2738.221436
	Iteration 15Q: 3 clusters Score -288034.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -288085.031250 Penalty: 2738.221436
	Iteration 16Q: 3 clusters Score -288085 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -288120.218750 Penalty: 2738.221436
	Iteration 17Q: 3 clusters Score -288120.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -288145.031250 Penalty: 2738.221436
	Iteration 18Q: 3 clusters Score -288145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -288163.031250 Penalty: 2738.221436
	Iteration 19Q: 3 clusters Score -288163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -288180.937500 Penalty: 2738.221436
	Iteration 20F: 3 clusters Score -288180.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -288188.156250 Penalty: 2738.221436
	Iteration 21Q: 3 clusters Score -288188.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -288193.468750 Penalty: 2738.221436
	Iteration 22Q: 3 clusters Score -288193.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -288196.375000 Penalty: 2738.221436
	Iteration 23Q: 3 clusters Score -288196.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -288200.156250 Penalty: 2738.221436
	Iteration 24Q: 3 clusters Score -288200.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -288201.343750 Penalty: 2738.221436
	Iteration 25Q: 3 clusters Score -288201.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -288201.750000 Penalty: 2738.221436
	Iteration 26Q: 3 clusters Score -288201.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -288201.750000 Penalty: 2738.221436
	Iteration 27F: 3 clusters Score -288201.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Entering Unmasked Estep 
Score: -696985.687500 Penalty: 1520.896606
	Iteration 0F: 2 clusters Score -696985.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -688807.625000 Penalty: 3041.793213
	Iteration 0F: 3 clusters Score -688807.6 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -691483.750000 Penalty: 3041.793213
	Iteration 1F: 3 clusters Score -691483.8 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -691797.937500 Penalty: 3041.793213
	Iteration 2F: 3 clusters Score -691797.9 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -692079.625000 Penalty: 3041.793213
	Iteration 3F: 3 clusters Score -692079.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -692364.437500 Penalty: 3041.793213
	Iteration 4Q: 3 clusters Score -692364.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -692734.437500 Penalty: 3041.793213
	Iteration 5Q: 3 clusters Score -692734.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -693145.437500 Penalty: 3041.793213
	Iteration 6Q: 3 clusters Score -693145.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -693540.750000 Penalty: 3041.793213
	Iteration 7F: 3 clusters Score -693540.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -693887.562500 Penalty: 3041.793213
	Iteration 8F: 3 clusters Score -693887.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -694148.500000 Penalty: 3041.793213
	Iteration 9Q: 3 clusters Score -694148.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -694316.375000 Penalty: 3041.793213
	Iteration 10Q: 3 clusters Score -694316.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -694449.000000 Penalty: 3041.793213
	Iteration 11Q: 3 clusters Score -694449 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -694564.250000 Penalty: 3041.793213
	Iteration 12Q: 3 clusters Score -694564.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -694681.000000 Penalty: 3041.793213
	Iteration 13Q: 3 clusters Score -694681 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -694812.375000 Penalty: 3041.793213
	Iteration 14Q: 3 clusters Score -694812.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -694964.875000 Penalty: 3041.793213
	Iteration 15Q: 3 clusters Score -694964.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -695114.687500 Penalty: 3041.793213
	Iteration 16Q: 3 clusters Score -695114.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -695268.750000 Penalty: 3041.793213
	Iteration 17Q: 3 clusters Score -695268.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -695448.562500 Penalty: 3041.793213
	Iteration 18Q: 3 clusters Score -695448.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -695632.062500 Penalty: 3041.793213
	Iteration 19Q: 3 clusters Score -695632.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -695808.250000 Penalty: 3041.793213
	Iteration 20F: 3 clusters Score -695808.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -695949.875000 Penalty: 3041.793213
	Iteration 21Q: 3 clusters Score -695949.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -696057.812500 Penalty: 3041.793213
	Iteration 22Q: 3 clusters Score -696057.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -696136.625000 Penalty: 3041.793213
	Iteration 23Q: 3 clusters Score -696136.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -696209.187500 Penalty: 3041.793213
	Iteration 24Q: 3 clusters Score -696209.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -696264.812500 Penalty: 3041.793213
	Iteration 25Q: 3 clusters Score -696264.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -696306.750000 Penalty: 3041.793213
	Iteration 26Q: 3 clusters Score -696306.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -696337.312500 Penalty: 3041.793213
	Iteration 27Q: 3 clusters Score -696337.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -696359.687500 Penalty: 3041.793213
	Iteration 28Q: 3 clusters Score -696359.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -696375.750000 Penalty: 3041.793213
	Iteration 29Q: 3 clusters Score -696375.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -696386.875000 Penalty: 3041.793213
	Iteration 30Q: 3 clusters Score -696386.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -696396.187500 Penalty: 3041.793213
	Iteration 31Q: 3 clusters Score -696396.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -696404.000000 Penalty: 3041.793213
	Iteration 32Q: 3 clusters Score -696404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -696407.500000 Penalty: 3041.793213
	Iteration 33Q: 3 clusters Score -696407.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -696408.937500 Penalty: 3041.793213
	Iteration 34Q: 3 clusters Score -696408.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -696414.125000 Penalty: 3041.793213
	Iteration 35Q: 3 clusters Score -696414.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -696416.625000 Penalty: 3041.793213
	Iteration 36Q: 3 clusters Score -696416.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -696418.125000 Penalty: 3041.793213
	Iteration 37Q: 3 clusters Score -696418.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -696419.687500 Penalty: 3041.793213
	Iteration 38Q: 3 clusters Score -696419.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -696425.375000 Penalty: 3041.793213
	Iteration 39Q: 3 clusters Score -696425.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -696426.875000 Penalty: 3041.793213
	Iteration 40F: 3 clusters Score -696426.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -696428.375000 Penalty: 3041.793213
	Iteration 41Q: 3 clusters Score -696428.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -696428.500000 Penalty: 3041.793213
	Iteration 42Q: 3 clusters Score -696428.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -696429.875000 Penalty: 3041.793213
	Iteration 43Q: 3 clusters Score -696429.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -696429.000000 Penalty: 3041.793213
	Iteration 44Q: 3 clusters Score -696429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -696429.625000 Penalty: 3041.793213
	Iteration 45Q: 3 clusters Score -696429.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -696430.812500 Penalty: 3041.793213
	Iteration 46Q: 3 clusters Score -696430.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -696433.312500 Penalty: 3041.793213
	Iteration 47Q: 3 clusters Score -696433.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -696433.687500 Penalty: 3041.793213
	Iteration 48Q: 3 clusters Score -696433.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -696436.500000 Penalty: 3041.793213
	Iteration 49Q: 3 clusters Score -696436.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -696436.187500 Penalty: 3041.793213
	Iteration 50Q: 3 clusters Score -696436.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -696437.125000 Penalty: 3041.793213
	Iteration 51Q: 3 clusters Score -696437.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -696436.875000 Penalty: 3041.793213
	Iteration 52Q: 3 clusters Score -696436.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -696436.875000 Penalty: 3041.793213
	Iteration 53F: 3 clusters Score -696436.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Entering Unmasked Estep 
Score: -903966.750000 Penalty: 1563.400513
	Iteration 0F: 2 clusters Score -903966.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -893467.625000 Penalty: 3126.801025
	Iteration 0F: 3 clusters Score -893467.6 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -897145.312500 Penalty: 3126.801025
	Iteration 1F: 3 clusters Score -897145.3 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -897695.687500 Penalty: 3126.801025
	Iteration 2F: 3 clusters Score -897695.7 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -898301.500000 Penalty: 3126.801025
	Iteration 3F: 3 clusters Score -898301.5 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -899025.500000 Penalty: 3126.801025
	Iteration 4F: 3 clusters Score -899025.5 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -899880.937500 Penalty: 3126.801025
	Iteration 5F: 3 clusters Score -899880.9 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -900720.062500 Penalty: 3126.801025
	Iteration 6F: 3 clusters Score -900720.1 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -901400.625000 Penalty: 3126.801025
	Iteration 7F: 3 clusters Score -901400.6 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -901889.312500 Penalty: 3126.801025
	Iteration 8Q: 3 clusters Score -901889.3 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -902208.750000 Penalty: 3126.801025
	Iteration 9Q: 3 clusters Score -902208.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -902392.187500 Penalty: 3126.801025
	Iteration 10Q: 3 clusters Score -902392.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -902490.187500 Penalty: 3126.801025
	Iteration 11Q: 3 clusters Score -902490.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -902553.687500 Penalty: 3126.801025
	Iteration 12Q: 3 clusters Score -902553.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -902606.812500 Penalty: 3126.801025
	Iteration 13Q: 3 clusters Score -902606.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -902646.687500 Penalty: 3126.801025
	Iteration 14Q: 3 clusters Score -902646.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -902676.000000 Penalty: 3126.801025
	Iteration 15Q: 3 clusters Score -902676 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -902697.375000 Penalty: 3126.801025
	Iteration 16Q: 3 clusters Score -902697.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -902707.437500 Penalty: 3126.801025
	Iteration 17Q: 3 clusters Score -902707.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -902717.437500 Penalty: 3126.801025
	Iteration 18Q: 3 clusters Score -902717.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -902728.375000 Penalty: 3126.801025
	Iteration 19Q: 3 clusters Score -902728.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -902733.812500 Penalty: 3126.801025
	Iteration 20F: 3 clusters Score -902733.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -902738.812500 Penalty: 3126.801025
	Iteration 21Q: 3 clusters Score -902738.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -902741.500000 Penalty: 3126.801025
	Iteration 22Q: 3 clusters Score -902741.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -902752.562500 Penalty: 3126.801025
	Iteration 23Q: 3 clusters Score -902752.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -902770.125000 Penalty: 3126.801025
	Iteration 24Q: 3 clusters Score -902770.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -902779.000000 Penalty: 3126.801025
	Iteration 25Q: 3 clusters Score -902779 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -902786.937500 Penalty: 3126.801025
	Iteration 26Q: 3 clusters Score -902786.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -902794.500000 Penalty: 3126.801025
	Iteration 27Q: 3 clusters Score -902794.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -902800.187500 Penalty: 3126.801025
	Iteration 28Q: 3 clusters Score -902800.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -902803.062500 Penalty: 3126.801025
	Iteration 29Q: 3 clusters Score -902803.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -902805.812500 Penalty: 3126.801025
	Iteration 30Q: 3 clusters Score -902805.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -902811.875000 Penalty: 3126.801025
	Iteration 31Q: 3 clusters Score -902811.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -902814.562500 Penalty: 3126.801025
	Iteration 32Q: 3 clusters Score -902814.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -902817.937500 Penalty: 3126.801025
	Iteration 33Q: 3 clusters Score -902817.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -902820.437500 Penalty: 3126.801025
	Iteration 34Q: 3 clusters Score -902820.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -902824.875000 Penalty: 3126.801025
	Iteration 35Q: 3 clusters Score -902824.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -902831.750000 Penalty: 3126.801025
	Iteration 36Q: 3 clusters Score -902831.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -902837.062500 Penalty: 3126.801025
	Iteration 37Q: 3 clusters Score -902837.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -902846.812500 Penalty: 3126.801025
	Iteration 38Q: 3 clusters Score -902846.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -902855.187500 Penalty: 3126.801025
	Iteration 39Q: 3 clusters Score -902855.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -902853.125000 Penalty: 3126.801025
	Iteration 40F: 3 clusters Score -902853.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -902858.312500 Penalty: 3126.801025
	Iteration 41Q: 3 clusters Score -902858.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -902861.125000 Penalty: 3126.801025
	Iteration 42Q: 3 clusters Score -902861.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -902862.250000 Penalty: 3126.801025
	Iteration 43Q: 3 clusters Score -902862.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -902864.125000 Penalty: 3126.801025
	Iteration 44Q: 3 clusters Score -902864.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -902864.562500 Penalty: 3126.801025
	Iteration 45Q: 3 clusters Score -902864.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -902869.312500 Penalty: 3126.801025
	Iteration 46Q: 3 clusters Score -902869.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -902868.875000 Penalty: 3126.801025
	Iteration 47Q: 3 clusters Score -902868.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -902871.562500 Penalty: 3126.801025
	Iteration 48Q: 3 clusters Score -902871.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -902871.875000 Penalty: 3126.801025
	Iteration 49Q: 3 clusters Score -902871.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -902873.437500 Penalty: 3126.801025
	Iteration 50Q: 3 clusters Score -902873.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -902873.125000 Penalty: 3126.801025
	Iteration 51Q: 3 clusters Score -902873.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -902874.000000 Penalty: 3126.801025
	Iteration 52Q: 3 clusters Score -902874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -902872.875000 Penalty: 3126.801025
	Iteration 53Q: 3 clusters Score -902872.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -902871.812500 Penalty: 3126.801025
	Iteration 54Q: 3 clusters Score -902871.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -902873.375000 Penalty: 3126.801025
	Iteration 55Q: 3 clusters Score -902873.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -902873.375000 Penalty: 3126.801025
	Iteration 56Q: 3 clusters Score -902873.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -902874.312500 Penalty: 3126.801025
	Iteration 57Q: 3 clusters Score -902874.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -902874.750000 Penalty: 3126.801025
	Iteration 58Q: 3 clusters Score -902874.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -902874.750000 Penalty: 3126.801025
	Iteration 59F: 3 clusters Score -902874.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49601 members 
Entering Unmasked Estep 
Score: -3066064.750000 Penalty: 1756.912109
	Iteration 0F: 2 clusters Score -3066065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -3033057.500000 Penalty: 3513.824219
	Iteration 0F: 3 clusters Score -3033058 nChanged 23139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3046067.500000 Penalty: 3513.824219
	Iteration 1F: 3 clusters Score -3046068 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -3046712.250000 Penalty: 3513.824219
	Iteration 2Q: 3 clusters Score -3046712 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -3047487.500000 Penalty: 3513.824219
	Iteration 3Q: 3 clusters Score -3047488 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -3048319.750000 Penalty: 3513.824219
	Iteration 4Q: 3 clusters Score -3048320 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -3049322.750000 Penalty: 3513.824219
	Iteration 5Q: 3 clusters Score -3049323 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -3050376.250000 Penalty: 3513.824219
	Iteration 6F: 3 clusters Score -3050376 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -3051479.500000 Penalty: 3513.824219
	Iteration 7F: 3 clusters Score -3051480 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -3052567.000000 Penalty: 3513.824219
	Iteration 8Q: 3 clusters Score -3052567 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -3053738.500000 Penalty: 3513.824219
	Iteration 9Q: 3 clusters Score -3053738 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -3055185.250000 Penalty: 3513.824219
	Iteration 10Q: 3 clusters Score -3055185 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -3056884.500000 Penalty: 3513.824219
	Iteration 11Q: 3 clusters Score -3056884 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -3058926.500000 Penalty: 3513.824219
	Iteration 12Q: 3 clusters Score -3058926 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -3061004.250000 Penalty: 3513.824219
	Iteration 13Q: 3 clusters Score -3061004 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -3062631.500000 Penalty: 3513.824219
	Iteration 14Q: 3 clusters Score -3062632 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -3063587.500000 Penalty: 3513.824219
	Iteration 15Q: 3 clusters Score -3063588 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -3064168.000000 Penalty: 3513.824219
	Iteration 16Q: 3 clusters Score -3064168 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -3064584.500000 Penalty: 3513.824219
	Iteration 17Q: 3 clusters Score -3064584 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -3064855.750000 Penalty: 3513.824219
	Iteration 18Q: 3 clusters Score -3064856 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -3064988.500000 Penalty: 3513.824219
	Iteration 19Q: 3 clusters Score -3064988 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -3065069.250000 Penalty: 3513.824219
	Iteration 20F: 3 clusters Score -3065069 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -3065115.750000 Penalty: 3513.824219
	Iteration 21Q: 3 clusters Score -3065116 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -3065135.000000 Penalty: 3513.824219
	Iteration 22Q: 3 clusters Score -3065135 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -3065168.250000 Penalty: 3513.824219
	Iteration 23Q: 3 clusters Score -3065168 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -3065177.750000 Penalty: 3513.824219
	Iteration 24Q: 3 clusters Score -3065178 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -3065204.750000 Penalty: 3513.824219
	Iteration 25Q: 3 clusters Score -3065205 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -3065217.250000 Penalty: 3513.824219
	Iteration 26Q: 3 clusters Score -3065217 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 48061 members 
Entering Unmasked Estep 
Score: -3065221.500000 Penalty: 3513.824219
	Iteration 27Q: 3 clusters Score -3065222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -3065226.500000 Penalty: 3513.824219
	Iteration 28Q: 3 clusters Score -3065226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -3065230.500000 Penalty: 3513.824219
	Iteration 29Q: 3 clusters Score -3065230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -3065236.750000 Penalty: 3513.824219
	Iteration 30Q: 3 clusters Score -3065237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -3065240.750000 Penalty: 3513.824219
	Iteration 31Q: 3 clusters Score -3065241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 48123 members 
Entering Unmasked Estep 
Score: -3065241.250000 Penalty: 3513.824219
	Iteration 32Q: 3 clusters Score -3065241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -3065239.250000 Penalty: 3513.824219
	Iteration 33Q: 3 clusters Score -3065239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -3065242.500000 Penalty: 3513.824219
	Iteration 34Q: 3 clusters Score -3065242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -3065239.250000 Penalty: 3513.824219
	Iteration 35Q: 3 clusters Score -3065239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -3065242.250000 Penalty: 3513.824219
	Iteration 36Q: 3 clusters Score -3065242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -3065240.750000 Penalty: 3513.824219
	Iteration 37Q: 3 clusters Score -3065241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -3065244.250000 Penalty: 3513.824219
	Iteration 38Q: 3 clusters Score -3065244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -3065242.500000 Penalty: 3513.824219
	Iteration 39Q: 3 clusters Score -3065242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -3065241.750000 Penalty: 3513.824219
	Iteration 40F: 3 clusters Score -3065242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -3065241.500000 Penalty: 3513.824219
	Iteration 41Q: 3 clusters Score -3065242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -3065237.250000 Penalty: 3513.824219
	Iteration 42Q: 3 clusters Score -3065237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -3065243.000000 Penalty: 3513.824219
	Iteration 43Q: 3 clusters Score -3065243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -3065244.000000 Penalty: 3513.824219
	Iteration 44Q: 3 clusters Score -3065244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -3065251.000000 Penalty: 3513.824219
	Iteration 45Q: 3 clusters Score -3065251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -3065254.500000 Penalty: 3513.824219
	Iteration 46Q: 3 clusters Score -3065254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -3065248.500000 Penalty: 3513.824219
	Iteration 47Q: 3 clusters Score -3065248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -3065250.500000 Penalty: 3513.824219
	Iteration 48Q: 3 clusters Score -3065250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -3065250.250000 Penalty: 3513.824219
	Iteration 49Q: 3 clusters Score -3065250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -3065253.750000 Penalty: 3513.824219
	Iteration 50Q: 3 clusters Score -3065254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -3065254.500000 Penalty: 3513.824219
	Iteration 51Q: 3 clusters Score -3065254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -3065254.500000 Penalty: 3513.824219
	Iteration 52F: 3 clusters Score -3065254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Entering Unmasked Estep 
Score: -290372.843750 Penalty: 1369.003784
	Iteration 0F: 2 clusters Score -290372.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -286620.843750 Penalty: 2738.007568
	Iteration 0F: 3 clusters Score -286620.8 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -287616.250000 Penalty: 2738.007568
	Iteration 1F: 3 clusters Score -287616.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -287770.531250 Penalty: 2738.007568
	Iteration 2F: 3 clusters Score -287770.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -287862.218750 Penalty: 2738.007568
	Iteration 3Q: 3 clusters Score -287862.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -287941.187500 Penalty: 2738.007568
	Iteration 4Q: 3 clusters Score -287941.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -287995.187500 Penalty: 2738.007568
	Iteration 5Q: 3 clusters Score -287995.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -288049.500000 Penalty: 2738.007568
	Iteration 6Q: 3 clusters Score -288049.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -288100.156250 Penalty: 2738.007568
	Iteration 7Q: 3 clusters Score -288100.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -288149.562500 Penalty: 2738.007568
	Iteration 8Q: 3 clusters Score -288149.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -288202.718750 Penalty: 2738.007568
	Iteration 9Q: 3 clusters Score -288202.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -288258.000000 Penalty: 2738.007568
	Iteration 10Q: 3 clusters Score -288258 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -288309.093750 Penalty: 2738.007568
	Iteration 11Q: 3 clusters Score -288309.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -288357.437500 Penalty: 2738.007568
	Iteration 12Q: 3 clusters Score -288357.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -288409.625000 Penalty: 2738.007568
	Iteration 13Q: 3 clusters Score -288409.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -288472.656250 Penalty: 2738.007568
	Iteration 14Q: 3 clusters Score -288472.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -288538.531250 Penalty: 2738.007568
	Iteration 15Q: 3 clusters Score -288538.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -288608.531250 Penalty: 2738.007568
	Iteration 16Q: 3 clusters Score -288608.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -288692.406250 Penalty: 2738.007568
	Iteration 17Q: 3 clusters Score -288692.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -288763.687500 Penalty: 2738.007568
	Iteration 18Q: 3 clusters Score -288763.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -288847.343750 Penalty: 2738.007568
	Iteration 19Q: 3 clusters Score -288847.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -288908.968750 Penalty: 2738.007568
	Iteration 20F: 3 clusters Score -288909 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -288949.281250 Penalty: 2738.007568
	Iteration 21Q: 3 clusters Score -288949.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -288994.500000 Penalty: 2738.007568
	Iteration 22Q: 3 clusters Score -288994.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -289024.218750 Penalty: 2738.007568
	Iteration 23Q: 3 clusters Score -289024.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -289060.812500 Penalty: 2738.007568
	Iteration 24Q: 3 clusters Score -289060.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -289096.625000 Penalty: 2738.007568
	Iteration 25Q: 3 clusters Score -289096.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -289122.937500 Penalty: 2738.007568
	Iteration 26Q: 3 clusters Score -289122.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -289136.843750 Penalty: 2738.007568
	Iteration 27Q: 3 clusters Score -289136.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -289148.468750 Penalty: 2738.007568
	Iteration 28Q: 3 clusters Score -289148.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -289156.281250 Penalty: 2738.007568
	Iteration 29Q: 3 clusters Score -289156.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -289160.031250 Penalty: 2738.007568
	Iteration 30Q: 3 clusters Score -289160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -289166.312500 Penalty: 2738.007568
	Iteration 31Q: 3 clusters Score -289166.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -289169.000000 Penalty: 2738.007568
	Iteration 32Q: 3 clusters Score -289169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -289171.031250 Penalty: 2738.007568
	Iteration 33Q: 3 clusters Score -289171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -289172.125000 Penalty: 2738.007568
	Iteration 34Q: 3 clusters Score -289172.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -289173.781250 Penalty: 2738.007568
	Iteration 35Q: 3 clusters Score -289173.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -289174.375000 Penalty: 2738.007568
	Iteration 36Q: 3 clusters Score -289174.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -289174.375000 Penalty: 2738.007568
	Iteration 37F: 3 clusters Score -289174.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Entering Unmasked Estep 
Score: -112155.242188 Penalty: 1241.441895
	Iteration 0F: 2 clusters Score -112155.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -110003.375000 Penalty: 2482.883789
	Iteration 0F: 3 clusters Score -110003.4 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -110540.914062 Penalty: 2482.883789
	Iteration 1F: 3 clusters Score -110540.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -110715.687500 Penalty: 2482.883789
	Iteration 2F: 3 clusters Score -110715.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -110832.367188 Penalty: 2482.883789
	Iteration 3F: 3 clusters Score -110832.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -110923.117188 Penalty: 2482.883789
	Iteration 4Q: 3 clusters Score -110923.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -111013.289062 Penalty: 2482.883789
	Iteration 5Q: 3 clusters Score -111013.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -111062.835938 Penalty: 2482.883789
	Iteration 6Q: 3 clusters Score -111062.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -111116.593750 Penalty: 2482.883789
	Iteration 7Q: 3 clusters Score -111116.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -111171.968750 Penalty: 2482.883789
	Iteration 8Q: 3 clusters Score -111172 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -111215.367188 Penalty: 2482.883789
	Iteration 9Q: 3 clusters Score -111215.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -111262.632812 Penalty: 2482.883789
	Iteration 10Q: 3 clusters Score -111262.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -111301.093750 Penalty: 2482.883789
	Iteration 11Q: 3 clusters Score -111301.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -111329.140625 Penalty: 2482.883789
	Iteration 12Q: 3 clusters Score -111329.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -111343.515625 Penalty: 2482.883789
	Iteration 13Q: 3 clusters Score -111343.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -111350.632812 Penalty: 2482.883789
	Iteration 14Q: 3 clusters Score -111350.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -111355.976562 Penalty: 2482.883789
	Iteration 15Q: 3 clusters Score -111356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -111364.156250 Penalty: 2482.883789
	Iteration 16Q: 3 clusters Score -111364.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -111370.945312 Penalty: 2482.883789
	Iteration 17Q: 3 clusters Score -111370.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -111377.156250 Penalty: 2482.883789
	Iteration 18Q: 3 clusters Score -111377.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -111380.765625 Penalty: 2482.883789
	Iteration 19Q: 3 clusters Score -111380.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -111385.328125 Penalty: 2482.883789
	Iteration 20F: 3 clusters Score -111385.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -111388.960938 Penalty: 2482.883789
	Iteration 21Q: 3 clusters Score -111389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -111391.898438 Penalty: 2482.883789
	Iteration 22Q: 3 clusters Score -111391.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -111394.515625 Penalty: 2482.883789
	Iteration 23Q: 3 clusters Score -111394.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -111395.492188 Penalty: 2482.883789
	Iteration 24Q: 3 clusters Score -111395.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -111397.617188 Penalty: 2482.883789
	Iteration 25Q: 3 clusters Score -111397.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -111398.804688 Penalty: 2482.883789
	Iteration 26Q: 3 clusters Score -111398.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -111400.484375 Penalty: 2482.883789
	Iteration 27Q: 3 clusters Score -111400.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -111403.867188 Penalty: 2482.883789
	Iteration 28Q: 3 clusters Score -111403.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -111404.679688 Penalty: 2482.883789
	Iteration 29Q: 3 clusters Score -111404.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -111406.195312 Penalty: 2482.883789
	Iteration 30Q: 3 clusters Score -111406.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -111406.453125 Penalty: 2482.883789
	Iteration 31Q: 3 clusters Score -111406.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -111407.562500 Penalty: 2482.883789
	Iteration 32Q: 3 clusters Score -111407.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -111407.562500 Penalty: 2482.883789
	Iteration 33F: 3 clusters Score -111407.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Entering Unmasked Estep 
Score: -309901.375000 Penalty: 1386.751221
	Iteration 0F: 2 clusters Score -309901.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -305833.812500 Penalty: 2773.502441
	Iteration 0F: 3 clusters Score -305833.8 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -306945.906250 Penalty: 2773.502441
	Iteration 1F: 3 clusters Score -306945.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -307146.906250 Penalty: 2773.502441
	Iteration 2F: 3 clusters Score -307146.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -307274.562500 Penalty: 2773.502441
	Iteration 3F: 3 clusters Score -307274.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -307382.375000 Penalty: 2773.502441
	Iteration 4Q: 3 clusters Score -307382.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -307494.000000 Penalty: 2773.502441
	Iteration 5Q: 3 clusters Score -307494 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -307598.875000 Penalty: 2773.502441
	Iteration 6Q: 3 clusters Score -307598.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -307719.375000 Penalty: 2773.502441
	Iteration 7Q: 3 clusters Score -307719.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -307839.187500 Penalty: 2773.502441
	Iteration 8Q: 3 clusters Score -307839.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -307952.656250 Penalty: 2773.502441
	Iteration 9Q: 3 clusters Score -307952.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -308077.781250 Penalty: 2773.502441
	Iteration 10Q: 3 clusters Score -308077.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -308188.750000 Penalty: 2773.502441
	Iteration 11Q: 3 clusters Score -308188.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -308301.218750 Penalty: 2773.502441
	Iteration 12Q: 3 clusters Score -308301.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -308387.875000 Penalty: 2773.502441
	Iteration 13Q: 3 clusters Score -308387.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -308460.843750 Penalty: 2773.502441
	Iteration 14Q: 3 clusters Score -308460.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -308524.468750 Penalty: 2773.502441
	Iteration 15Q: 3 clusters Score -308524.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -308568.375000 Penalty: 2773.502441
	Iteration 16Q: 3 clusters Score -308568.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -308609.156250 Penalty: 2773.502441
	Iteration 17Q: 3 clusters Score -308609.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -308634.593750 Penalty: 2773.502441
	Iteration 18Q: 3 clusters Score -308634.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -308655.437500 Penalty: 2773.502441
	Iteration 19Q: 3 clusters Score -308655.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -308681.218750 Penalty: 2773.502441
	Iteration 20F: 3 clusters Score -308681.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -308705.625000 Penalty: 2773.502441
	Iteration 21Q: 3 clusters Score -308705.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -308729.312500 Penalty: 2773.502441
	Iteration 22Q: 3 clusters Score -308729.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -308743.312500 Penalty: 2773.502441
	Iteration 23Q: 3 clusters Score -308743.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -308752.031250 Penalty: 2773.502441
	Iteration 24Q: 3 clusters Score -308752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -308758.125000 Penalty: 2773.502441
	Iteration 25Q: 3 clusters Score -308758.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -308763.281250 Penalty: 2773.502441
	Iteration 26Q: 3 clusters Score -308763.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -308767.125000 Penalty: 2773.502441
	Iteration 27Q: 3 clusters Score -308767.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -308768.156250 Penalty: 2773.502441
	Iteration 28Q: 3 clusters Score -308768.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -308770.125000 Penalty: 2773.502441
	Iteration 29Q: 3 clusters Score -308770.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -308772.531250 Penalty: 2773.502441
	Iteration 30Q: 3 clusters Score -308772.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -308773.656250 Penalty: 2773.502441
	Iteration 31Q: 3 clusters Score -308773.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -308777.000000 Penalty: 2773.502441
	Iteration 32Q: 3 clusters Score -308777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -308779.593750 Penalty: 2773.502441
	Iteration 33Q: 3 clusters Score -308779.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -308782.812500 Penalty: 2773.502441
	Iteration 34Q: 3 clusters Score -308782.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -308786.375000 Penalty: 2773.502441
	Iteration 35Q: 3 clusters Score -308786.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -308787.375000 Penalty: 2773.502441
	Iteration 36Q: 3 clusters Score -308787.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -308789.250000 Penalty: 2773.502441
	Iteration 37Q: 3 clusters Score -308789.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -308789.843750 Penalty: 2773.502441
	Iteration 38Q: 3 clusters Score -308789.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -308789.031250 Penalty: 2773.502441
	Iteration 39Q: 3 clusters Score -308789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -308789.031250 Penalty: 2773.502441
	Iteration 40F: 3 clusters Score -308789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Entering Unmasked Estep 
Score: -1342330.250000 Penalty: 1613.242065
	Iteration 0F: 2 clusters Score -1342330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1328417.375000 Penalty: 3226.484131
	Iteration 0F: 3 clusters Score -1328417 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1333405.125000 Penalty: 3226.484131
	Iteration 1F: 3 clusters Score -1333405 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1333725.250000 Penalty: 3226.484131
	Iteration 2Q: 3 clusters Score -1333725 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1333993.625000 Penalty: 3226.484131
	Iteration 3Q: 3 clusters Score -1333994 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1334244.250000 Penalty: 3226.484131
	Iteration 4Q: 3 clusters Score -1334244 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1334490.750000 Penalty: 3226.484131
	Iteration 5Q: 3 clusters Score -1334491 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1334753.750000 Penalty: 3226.484131
	Iteration 6Q: 3 clusters Score -1334754 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1335030.875000 Penalty: 3226.484131
	Iteration 7Q: 3 clusters Score -1335031 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1335392.750000 Penalty: 3226.484131
	Iteration 8Q: 3 clusters Score -1335393 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1335817.625000 Penalty: 3226.484131
	Iteration 9Q: 3 clusters Score -1335818 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1336390.250000 Penalty: 3226.484131
	Iteration 10Q: 3 clusters Score -1336390 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1337063.500000 Penalty: 3226.484131
	Iteration 11Q: 3 clusters Score -1337064 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1337715.625000 Penalty: 3226.484131
	Iteration 12Q: 3 clusters Score -1337716 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -1338291.375000 Penalty: 3226.484131
	Iteration 13Q: 3 clusters Score -1338291 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -1338819.375000 Penalty: 3226.484131
	Iteration 14Q: 3 clusters Score -1338819 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -1339194.250000 Penalty: 3226.484131
	Iteration 15Q: 3 clusters Score -1339194 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -1339465.875000 Penalty: 3226.484131
	Iteration 16Q: 3 clusters Score -1339466 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -1339702.000000 Penalty: 3226.484131
	Iteration 17Q: 3 clusters Score -1339702 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -1339935.750000 Penalty: 3226.484131
	Iteration 18Q: 3 clusters Score -1339936 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -1340161.750000 Penalty: 3226.484131
	Iteration 19Q: 3 clusters Score -1340162 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -1340342.750000 Penalty: 3226.484131
	Iteration 20F: 3 clusters Score -1340343 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -1340464.875000 Penalty: 3226.484131
	Iteration 21Q: 3 clusters Score -1340465 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -1340575.375000 Penalty: 3226.484131
	Iteration 22Q: 3 clusters Score -1340575 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -1340667.000000 Penalty: 3226.484131
	Iteration 23Q: 3 clusters Score -1340667 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -1340718.875000 Penalty: 3226.484131
	Iteration 24Q: 3 clusters Score -1340719 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -1340761.500000 Penalty: 3226.484131
	Iteration 25Q: 3 clusters Score -1340762 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -1340795.000000 Penalty: 3226.484131
	Iteration 26Q: 3 clusters Score -1340795 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -1340815.000000 Penalty: 3226.484131
	Iteration 27Q: 3 clusters Score -1340815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -1340827.875000 Penalty: 3226.484131
	Iteration 28Q: 3 clusters Score -1340828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -1340839.875000 Penalty: 3226.484131
	Iteration 29Q: 3 clusters Score -1340840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -1340850.000000 Penalty: 3226.484131
	Iteration 30Q: 3 clusters Score -1340850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -1340861.875000 Penalty: 3226.484131
	Iteration 31Q: 3 clusters Score -1340862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -1340867.250000 Penalty: 3226.484131
	Iteration 32Q: 3 clusters Score -1340867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -1340879.250000 Penalty: 3226.484131
	Iteration 33Q: 3 clusters Score -1340879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -1340888.625000 Penalty: 3226.484131
	Iteration 34Q: 3 clusters Score -1340889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -1340901.875000 Penalty: 3226.484131
	Iteration 35Q: 3 clusters Score -1340902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -1340906.500000 Penalty: 3226.484131
	Iteration 36Q: 3 clusters Score -1340906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -1340907.250000 Penalty: 3226.484131
	Iteration 37Q: 3 clusters Score -1340907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -1340910.875000 Penalty: 3226.484131
	Iteration 38Q: 3 clusters Score -1340911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -1340912.750000 Penalty: 3226.484131
	Iteration 39Q: 3 clusters Score -1340913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -1340913.750000 Penalty: 3226.484131
	Iteration 40F: 3 clusters Score -1340914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -1340917.000000 Penalty: 3226.484131
	Iteration 41Q: 3 clusters Score -1340917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -1340919.500000 Penalty: 3226.484131
	Iteration 42Q: 3 clusters Score -1340920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -1340919.875000 Penalty: 3226.484131
	Iteration 43Q: 3 clusters Score -1340920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -1340919.625000 Penalty: 3226.484131
	Iteration 44Q: 3 clusters Score -1340920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -1340919.625000 Penalty: 3226.484131
	Iteration 45F: 3 clusters Score -1340920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Entering Unmasked Estep 
Score: -90171.820312 Penalty: 1194.979858
	Iteration 0F: 2 clusters Score -90171.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -88381.101562 Penalty: 2389.959717
	Iteration 0F: 3 clusters Score -88381.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -88793.234375 Penalty: 2389.959717
	Iteration 1F: 3 clusters Score -88793.23 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -88900.578125 Penalty: 2389.959717
	Iteration 2F: 3 clusters Score -88900.58 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -88962.765625 Penalty: 2389.959717
	Iteration 3Q: 3 clusters Score -88962.77 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -89004.812500 Penalty: 2389.959717
	Iteration 4Q: 3 clusters Score -89004.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -89027.023438 Penalty: 2389.959717
	Iteration 5Q: 3 clusters Score -89027.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -89051.257812 Penalty: 2389.959717
	Iteration 6Q: 3 clusters Score -89051.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -89064.476562 Penalty: 2389.959717
	Iteration 7Q: 3 clusters Score -89064.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -89075.507812 Penalty: 2389.959717
	Iteration 8Q: 3 clusters Score -89075.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -89085.531250 Penalty: 2389.959717
	Iteration 9Q: 3 clusters Score -89085.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -89099.031250 Penalty: 2389.959717
	Iteration 10Q: 3 clusters Score -89099.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -89113.734375 Penalty: 2389.959717
	Iteration 11Q: 3 clusters Score -89113.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -89123.164062 Penalty: 2389.959717
	Iteration 12Q: 3 clusters Score -89123.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -89130.257812 Penalty: 2389.959717
	Iteration 13Q: 3 clusters Score -89130.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -89139.742188 Penalty: 2389.959717
	Iteration 14Q: 3 clusters Score -89139.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -89149.726562 Penalty: 2389.959717
	Iteration 15Q: 3 clusters Score -89149.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -89161.148438 Penalty: 2389.959717
	Iteration 16Q: 3 clusters Score -89161.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -89177.906250 Penalty: 2389.959717
	Iteration 17Q: 3 clusters Score -89177.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -89203.304688 Penalty: 2389.959717
	Iteration 18Q: 3 clusters Score -89203.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -89221.609375 Penalty: 2389.959717
	Iteration 19Q: 3 clusters Score -89221.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -89232.890625 Penalty: 2389.959717
	Iteration 20F: 3 clusters Score -89232.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -89243.460938 Penalty: 2389.959717
	Iteration 21Q: 3 clusters Score -89243.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -89258.539062 Penalty: 2389.959717
	Iteration 22Q: 3 clusters Score -89258.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -89274.898438 Penalty: 2389.959717
	Iteration 23Q: 3 clusters Score -89274.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -89283.039062 Penalty: 2389.959717
	Iteration 24Q: 3 clusters Score -89283.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -89289.320312 Penalty: 2389.959717
	Iteration 25Q: 3 clusters Score -89289.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -89292.531250 Penalty: 2389.959717
	Iteration 26Q: 3 clusters Score -89292.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -89294.445312 Penalty: 2389.959717
	Iteration 27Q: 3 clusters Score -89294.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -89296.414062 Penalty: 2389.959717
	Iteration 28Q: 3 clusters Score -89296.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -89297.593750 Penalty: 2389.959717
	Iteration 29Q: 3 clusters Score -89297.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -89298.773438 Penalty: 2389.959717
	Iteration 30Q: 3 clusters Score -89298.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -89305.054688 Penalty: 2389.959717
	Iteration 31Q: 3 clusters Score -89305.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -89312.671875 Penalty: 2389.959717
	Iteration 32Q: 3 clusters Score -89312.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -89314.578125 Penalty: 2389.959717
	Iteration 33Q: 3 clusters Score -89314.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -89317.226562 Penalty: 2389.959717
	Iteration 34Q: 3 clusters Score -89317.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -89319.921875 Penalty: 2389.959717
	Iteration 35Q: 3 clusters Score -89319.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -89324.539062 Penalty: 2389.959717
	Iteration 36Q: 3 clusters Score -89324.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -89327.554688 Penalty: 2389.959717
	Iteration 37Q: 3 clusters Score -89327.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -89330.132812 Penalty: 2389.959717
	Iteration 38Q: 3 clusters Score -89330.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -89331.015625 Penalty: 2389.959717
	Iteration 39Q: 3 clusters Score -89331.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -89334.695312 Penalty: 2389.959717
	Iteration 40F: 3 clusters Score -89334.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -89336.164062 Penalty: 2389.959717
	Iteration 41Q: 3 clusters Score -89336.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -89336.164062 Penalty: 2389.959717
	Iteration 42F: 3 clusters Score -89336.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Entering Unmasked Estep 
Score: -437709.625000 Penalty: 1453.043579
	Iteration 0F: 2 clusters Score -437709.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -432013.062500 Penalty: 2906.087158
	Iteration 0F: 3 clusters Score -432013.1 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -433876.718750 Penalty: 2906.087158
	Iteration 1F: 3 clusters Score -433876.7 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -434372.562500 Penalty: 2906.087158
	Iteration 2F: 3 clusters Score -434372.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -434825.562500 Penalty: 2906.087158
	Iteration 3F: 3 clusters Score -434825.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -435139.750000 Penalty: 2906.087158
	Iteration 4F: 3 clusters Score -435139.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -435390.093750 Penalty: 2906.087158
	Iteration 5F: 3 clusters Score -435390.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -435576.093750 Penalty: 2906.087158
	Iteration 6Q: 3 clusters Score -435576.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -435713.218750 Penalty: 2906.087158
	Iteration 7Q: 3 clusters Score -435713.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -435846.875000 Penalty: 2906.087158
	Iteration 8Q: 3 clusters Score -435846.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -435960.312500 Penalty: 2906.087158
	Iteration 9Q: 3 clusters Score -435960.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -436068.218750 Penalty: 2906.087158
	Iteration 10Q: 3 clusters Score -436068.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -436190.031250 Penalty: 2906.087158
	Iteration 11Q: 3 clusters Score -436190 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -436325.718750 Penalty: 2906.087158
	Iteration 12Q: 3 clusters Score -436325.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -436471.125000 Penalty: 2906.087158
	Iteration 13Q: 3 clusters Score -436471.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -436645.750000 Penalty: 2906.087158
	Iteration 14Q: 3 clusters Score -436645.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -436847.906250 Penalty: 2906.087158
	Iteration 15Q: 3 clusters Score -436847.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -437054.781250 Penalty: 2906.087158
	Iteration 16Q: 3 clusters Score -437054.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -437271.812500 Penalty: 2906.087158
	Iteration 17Q: 3 clusters Score -437271.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -437396.562500 Penalty: 2906.087158
	Iteration 18Q: 3 clusters Score -437396.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -437454.406250 Penalty: 2906.087158
	Iteration 19Q: 3 clusters Score -437454.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -437489.125000 Penalty: 2906.087158
	Iteration 20F: 3 clusters Score -437489.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -437508.375000 Penalty: 2906.087158
	Iteration 21Q: 3 clusters Score -437508.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -437525.250000 Penalty: 2906.087158
	Iteration 22Q: 3 clusters Score -437525.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -437537.750000 Penalty: 2906.087158
	Iteration 23Q: 3 clusters Score -437537.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -437543.656250 Penalty: 2906.087158
	Iteration 24Q: 3 clusters Score -437543.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -437551.187500 Penalty: 2906.087158
	Iteration 25Q: 3 clusters Score -437551.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -437558.187500 Penalty: 2906.087158
	Iteration 26Q: 3 clusters Score -437558.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -437565.843750 Penalty: 2906.087158
	Iteration 27Q: 3 clusters Score -437565.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -437576.093750 Penalty: 2906.087158
	Iteration 28Q: 3 clusters Score -437576.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -437583.906250 Penalty: 2906.087158
	Iteration 29Q: 3 clusters Score -437583.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -437591.031250 Penalty: 2906.087158
	Iteration 30Q: 3 clusters Score -437591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -437595.687500 Penalty: 2906.087158
	Iteration 31Q: 3 clusters Score -437595.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -437597.750000 Penalty: 2906.087158
	Iteration 32Q: 3 clusters Score -437597.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -437598.656250 Penalty: 2906.087158
	Iteration 33Q: 3 clusters Score -437598.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -437599.343750 Penalty: 2906.087158
	Iteration 34Q: 3 clusters Score -437599.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -437600.906250 Penalty: 2906.087158
	Iteration 35Q: 3 clusters Score -437600.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -437603.718750 Penalty: 2906.087158
	Iteration 36Q: 3 clusters Score -437603.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -437606.531250 Penalty: 2906.087158
	Iteration 37Q: 3 clusters Score -437606.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -437608.187500 Penalty: 2906.087158
	Iteration 38Q: 3 clusters Score -437608.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -437612.000000 Penalty: 2906.087158
	Iteration 39Q: 3 clusters Score -437612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -437615.093750 Penalty: 2906.087158
	Iteration 40F: 3 clusters Score -437615.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -437619.656250 Penalty: 2906.087158
	Iteration 41Q: 3 clusters Score -437619.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -437622.250000 Penalty: 2906.087158
	Iteration 42Q: 3 clusters Score -437622.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -437623.875000 Penalty: 2906.087158
	Iteration 43Q: 3 clusters Score -437623.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -437626.062500 Penalty: 2906.087158
	Iteration 44Q: 3 clusters Score -437626.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -437627.718750 Penalty: 2906.087158
	Iteration 45Q: 3 clusters Score -437627.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -437627.156250 Penalty: 2906.087158
	Iteration 46Q: 3 clusters Score -437627.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -437628.000000 Penalty: 2906.087158
	Iteration 47Q: 3 clusters Score -437628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -437628.000000 Penalty: 2906.087158
	Iteration 48F: 3 clusters Score -437628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5494 members 
Mstep: Class 3 contains 15585 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 95865 members 
Mstep: Class 6 contains 10579 members 
Mstep: Class 7 contains 6130 members 
Mstep: Class 8 contains 19217 members 
Mstep: Class 9 contains 78381 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 11607 members 
Mstep: Class 13 contains 15077 members 
Mstep: Class 14 contains 49601 members 
Mstep: Class 15 contains 4558 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 20489 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335466.000000 Penalty: 41578.109375
Iteration 239Q: 21 clusters Score -2.133547e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5493 members 
Mstep: Class 3 contains 15588 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 95837 members 
Mstep: Class 6 contains 10579 members 
Mstep: Class 7 contains 6129 members 
Mstep: Class 8 contains 19221 members 
Mstep: Class 9 contains 78387 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4562 members 
Mstep: Class 12 contains 11602 members 
Mstep: Class 13 contains 15081 members 
Mstep: Class 14 contains 49616 members 
Mstep: Class 15 contains 4558 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 18 contains 20488 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335490.000000 Penalty: 41578.109375
Iteration 240F: 21 clusters Score -2.133549e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5493 members 
Mstep: Class 3 contains 15593 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 95811 members 
Mstep: Class 6 contains 10580 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 19226 members 
Mstep: Class 9 contains 78384 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4562 members 
Mstep: Class 12 contains 11597 members 
Mstep: Class 13 contains 15080 members 
Mstep: Class 14 contains 49631 members 
Mstep: Class 15 contains 4562 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 18 contains 20491 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7652 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 241Q: 21 clusters Score -2.13355e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5494 members 
Mstep: Class 3 contains 15598 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 95783 members 
Mstep: Class 6 contains 10580 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 19231 members 
Mstep: Class 9 contains 78390 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 11593 members 
Mstep: Class 13 contains 15084 members 
Mstep: Class 14 contains 49637 members 
Mstep: Class 15 contains 4562 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 18 contains 20495 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7655 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 242Q: 21 clusters Score -2.133551e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5495 members 
Mstep: Class 3 contains 15599 members 
Mstep: Class 4 contains 3632 members 
Mstep: Class 5 contains 95762 members 
Mstep: Class 6 contains 10580 members 
Mstep: Class 7 contains 6129 members 
Mstep: Class 8 contains 19237 members 
Mstep: Class 9 contains 78390 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11592 members 
Mstep: Class 13 contains 15087 members 
Mstep: Class 14 contains 49642 members 
Mstep: Class 15 contains 4564 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 18 contains 20495 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7657 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 243Q: 21 clusters Score -2.133548e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5496 members 
Mstep: Class 3 contains 15600 members 
Mstep: Class 4 contains 3634 members 
Mstep: Class 5 contains 95739 members 
Mstep: Class 6 contains 10579 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 19241 members 
Mstep: Class 9 contains 78387 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 11591 members 
Mstep: Class 13 contains 15086 members 
Mstep: Class 14 contains 49651 members 
Mstep: Class 15 contains 4566 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 5082 members 
Mstep: Class 18 contains 20499 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7663 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 244Q: 21 clusters Score -2.133548e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5496 members 
Mstep: Class 3 contains 15603 members 
Mstep: Class 4 contains 3633 members 
Mstep: Class 5 contains 95705 members 
Mstep: Class 6 contains 10579 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 19243 members 
Mstep: Class 9 contains 78377 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 11592 members 
Mstep: Class 13 contains 15082 members 
Mstep: Class 14 contains 49668 members 
Mstep: Class 15 contains 4576 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 18 contains 20511 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335472.000000 Penalty: 41578.109375
Iteration 245Q: 21 clusters Score -2.133547e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5496 members 
Mstep: Class 3 contains 15607 members 
Mstep: Class 4 contains 3632 members 
Mstep: Class 5 contains 95682 members 
Mstep: Class 6 contains 10579 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 19244 members 
Mstep: Class 9 contains 78379 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 11590 members 
Mstep: Class 13 contains 15081 members 
Mstep: Class 14 contains 49676 members 
Mstep: Class 15 contains 4579 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 18 contains 20513 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335446.000000 Penalty: 41578.109375
Iteration 246Q: 21 clusters Score -2.133545e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5494 members 
Mstep: Class 3 contains 15610 members 
Mstep: Class 4 contains 3632 members 
Mstep: Class 5 contains 95662 members 
Mstep: Class 6 contains 10579 members 
Mstep: Class 7 contains 6126 members 
Mstep: Class 8 contains 19245 members 
Mstep: Class 9 contains 78380 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 11590 members 
Mstep: Class 13 contains 15080 members 
Mstep: Class 14 contains 49676 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 18 contains 20515 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335448.000000 Penalty: 41578.109375
Iteration 247Q: 21 clusters Score -2.133545e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5495 members 
Mstep: Class 3 contains 15610 members 
Mstep: Class 4 contains 3632 members 
Mstep: Class 5 contains 95643 members 
Mstep: Class 6 contains 10579 members 
Mstep: Class 7 contains 6127 members 
Mstep: Class 8 contains 19249 members 
Mstep: Class 9 contains 78382 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 11590 members 
Mstep: Class 13 contains 15080 members 
Mstep: Class 14 contains 49669 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 18 contains 20516 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335444.000000 Penalty: 41578.109375
Iteration 248Q: 21 clusters Score -2.133544e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5493 members 
Mstep: Class 3 contains 15614 members 
Mstep: Class 4 contains 3632 members 
Mstep: Class 5 contains 95630 members 
Mstep: Class 6 contains 10580 members 
Mstep: Class 7 contains 6125 members 
Mstep: Class 8 contains 19251 members 
Mstep: Class 9 contains 78382 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 11589 members 
Mstep: Class 13 contains 15079 members 
Mstep: Class 14 contains 49664 members 
Mstep: Class 15 contains 4588 members 
Mstep: Class 16 contains 2080 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 18 contains 20520 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335440.000000 Penalty: 41578.109375
Iteration 249Q: 21 clusters Score -2.133544e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5493 members 
Mstep: Class 3 contains 15617 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 95614 members 
Mstep: Class 6 contains 10580 members 
Mstep: Class 7 contains 6124 members 
Mstep: Class 8 contains 19255 members 
Mstep: Class 9 contains 78382 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 11588 members 
Mstep: Class 13 contains 15078 members 
Mstep: Class 14 contains 49663 members 
Mstep: Class 15 contains 4595 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 18 contains 20520 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335446.000000 Penalty: 41578.109375
Iteration 250Q: 21 clusters Score -2.133545e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5492 members 
Mstep: Class 3 contains 15618 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 95596 members 
Mstep: Class 6 contains 10581 members 
Mstep: Class 7 contains 6125 members 
Mstep: Class 8 contains 19256 members 
Mstep: Class 9 contains 78377 members 
Mstep: Class 10 contains 2057 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11587 members 
Mstep: Class 13 contains 15077 members 
Mstep: Class 14 contains 49658 members 
Mstep: Class 15 contains 4610 members 
Mstep: Class 16 contains 2078 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 18 contains 20523 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 7732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335472.000000 Penalty: 41578.109375
Iteration 251Q: 21 clusters Score -2.133547e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5492 members 
Mstep: Class 3 contains 15620 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 95578 members 
Mstep: Class 6 contains 10581 members 
Mstep: Class 7 contains 6125 members 
Mstep: Class 8 contains 19257 members 
Mstep: Class 9 contains 78377 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11587 members 
Mstep: Class 13 contains 15078 members 
Mstep: Class 14 contains 49654 members 
Mstep: Class 15 contains 4618 members 
Mstep: Class 16 contains 2078 members 
Mstep: Class 17 contains 5082 members 
Mstep: Class 18 contains 20525 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335464.000000 Penalty: 41578.109375
Iteration 252Q: 21 clusters Score -2.133546e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5494 members 
Mstep: Class 3 contains 15620 members 
Mstep: Class 4 contains 3629 members 
Mstep: Class 5 contains 95562 members 
Mstep: Class 6 contains 10581 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 19263 members 
Mstep: Class 9 contains 78375 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11587 members 
Mstep: Class 13 contains 15079 members 
Mstep: Class 14 contains 49646 members 
Mstep: Class 15 contains 4628 members 
Mstep: Class 16 contains 2078 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 18 contains 20527 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335434.000000 Penalty: 41578.109375
Iteration 253Q: 21 clusters Score -2.133543e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5497 members 
Mstep: Class 3 contains 15621 members 
Mstep: Class 4 contains 3629 members 
Mstep: Class 5 contains 95543 members 
Mstep: Class 6 contains 10581 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 19266 members 
Mstep: Class 9 contains 78375 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11586 members 
Mstep: Class 13 contains 15079 members 
Mstep: Class 14 contains 49635 members 
Mstep: Class 15 contains 4637 members 
Mstep: Class 16 contains 2078 members 
Mstep: Class 17 contains 5082 members 
Mstep: Class 18 contains 20531 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335448.000000 Penalty: 41578.109375
Iteration 254Q: 21 clusters Score -2.133545e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5497 members 
Mstep: Class 3 contains 15625 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 95523 members 
Mstep: Class 6 contains 10581 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 19267 members 
Mstep: Class 9 contains 78372 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11586 members 
Mstep: Class 13 contains 15078 members 
Mstep: Class 14 contains 49628 members 
Mstep: Class 15 contains 4650 members 
Mstep: Class 16 contains 2078 members 
Mstep: Class 17 contains 5082 members 
Mstep: Class 18 contains 20536 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7766 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 255Q: 21 clusters Score -2.133543e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5500 members 
Mstep: Class 3 contains 15628 members 
Mstep: Class 4 contains 3631 members 
Mstep: Class 5 contains 95503 members 
Mstep: Class 6 contains 10581 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 19266 members 
Mstep: Class 9 contains 78363 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11586 members 
Mstep: Class 13 contains 15068 members 
Mstep: Class 14 contains 49629 members 
Mstep: Class 15 contains 4669 members 
Mstep: Class 16 contains 2078 members 
Mstep: Class 17 contains 5082 members 
Mstep: Class 18 contains 20545 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7770 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 256Q: 21 clusters Score -2.133544e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5502 members 
Mstep: Class 3 contains 15633 members 
Mstep: Class 4 contains 3631 members 
Mstep: Class 5 contains 95480 members 
Mstep: Class 6 contains 10581 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 19266 members 
Mstep: Class 9 contains 78367 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11586 members 
Mstep: Class 13 contains 15066 members 
Mstep: Class 14 contains 49626 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 2078 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 18 contains 20549 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7768 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 257Q: 21 clusters Score -2.133545e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5502 members 
Mstep: Class 3 contains 15638 members 
Mstep: Class 4 contains 3631 members 
Mstep: Class 5 contains 95468 members 
Mstep: Class 6 contains 10581 members 
Mstep: Class 7 contains 6123 members 
Mstep: Class 8 contains 19266 members 
Mstep: Class 9 contains 78359 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11586 members 
Mstep: Class 13 contains 15062 members 
Mstep: Class 14 contains 49627 members 
Mstep: Class 15 contains 4695 members 
Mstep: Class 16 contains 2078 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 18 contains 20551 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7773 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 258Q: 21 clusters Score -2.133548e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5503 members 
Mstep: Class 3 contains 15640 members 
Mstep: Class 4 contains 3628 members 
Mstep: Class 5 contains 95453 members 
Mstep: Class 6 contains 10581 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 19267 members 
Mstep: Class 9 contains 78347 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11586 members 
Mstep: Class 13 contains 15062 members 
Mstep: Class 14 contains 49637 members 
Mstep: Class 15 contains 4707 members 
Mstep: Class 16 contains 2078 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 18 contains 20552 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335480.000000 Penalty: 41578.109375
Iteration 259Q: 21 clusters Score -2.133548e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5505 members 
Mstep: Class 3 contains 15642 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 95435 members 
Mstep: Class 6 contains 10581 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 19266 members 
Mstep: Class 9 contains 78340 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11583 members 
Mstep: Class 13 contains 15065 members 
Mstep: Class 14 contains 49650 members 
Mstep: Class 15 contains 4713 members 
Mstep: Class 16 contains 2078 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 18 contains 20555 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335466.000000 Penalty: 41578.109375
Iteration 260F: 21 clusters Score -2.133547e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5505 members 
Mstep: Class 3 contains 15650 members 
Mstep: Class 4 contains 3621 members 
Mstep: Class 5 contains 95423 members 
Mstep: Class 6 contains 10582 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 19264 members 
Mstep: Class 9 contains 78330 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11579 members 
Mstep: Class 13 contains 15067 members 
Mstep: Class 14 contains 49655 members 
Mstep: Class 15 contains 4725 members 
Mstep: Class 16 contains 2078 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 18 contains 20560 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335490.000000 Penalty: 41578.109375
Iteration 261Q: 21 clusters Score -2.133549e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5505 members 
Mstep: Class 3 contains 15652 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 95405 members 
Mstep: Class 6 contains 10580 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 19266 members 
Mstep: Class 9 contains 78320 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11576 members 
Mstep: Class 13 contains 15065 members 
Mstep: Class 14 contains 49666 members 
Mstep: Class 15 contains 4739 members 
Mstep: Class 16 contains 2078 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 18 contains 20562 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335474.000000 Penalty: 41578.109375
Iteration 262Q: 21 clusters Score -2.133547e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5507 members 
Mstep: Class 3 contains 15656 members 
Mstep: Class 4 contains 3621 members 
Mstep: Class 5 contains 95389 members 
Mstep: Class 6 contains 10580 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 19267 members 
Mstep: Class 9 contains 78311 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11575 members 
Mstep: Class 13 contains 15068 members 
Mstep: Class 14 contains 49673 members 
Mstep: Class 15 contains 4744 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 18 contains 20564 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335476.000000 Penalty: 41578.109375
Iteration 263Q: 21 clusters Score -2.133548e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5506 members 
Mstep: Class 3 contains 15657 members 
Mstep: Class 4 contains 3622 members 
Mstep: Class 5 contains 95374 members 
Mstep: Class 6 contains 10580 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 19268 members 
Mstep: Class 9 contains 78307 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11573 members 
Mstep: Class 13 contains 15069 members 
Mstep: Class 14 contains 49678 members 
Mstep: Class 15 contains 4750 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 18 contains 20568 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335478.000000 Penalty: 41578.109375
Iteration 264Q: 21 clusters Score -2.133548e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5507 members 
Mstep: Class 3 contains 15658 members 
Mstep: Class 4 contains 3623 members 
Mstep: Class 5 contains 95364 members 
Mstep: Class 6 contains 10580 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 19267 members 
Mstep: Class 9 contains 78301 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11569 members 
Mstep: Class 13 contains 15072 members 
Mstep: Class 14 contains 49683 members 
Mstep: Class 15 contains 4753 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5080 members 
Mstep: Class 18 contains 20572 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335518.000000 Penalty: 41578.109375
Iteration 265Q: 21 clusters Score -2.133552e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5511 members 
Mstep: Class 3 contains 15660 members 
Mstep: Class 4 contains 3622 members 
Mstep: Class 5 contains 95352 members 
Mstep: Class 6 contains 10579 members 
Mstep: Class 7 contains 6121 members 
Mstep: Class 8 contains 19267 members 
Mstep: Class 9 contains 78297 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11568 members 
Mstep: Class 13 contains 15071 members 
Mstep: Class 14 contains 49687 members 
Mstep: Class 15 contains 4756 members 
Mstep: Class 16 contains 2078 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20578 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335512.000000 Penalty: 41578.109375
Iteration 266Q: 21 clusters Score -2.133551e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5509 members 
Mstep: Class 3 contains 15666 members 
Mstep: Class 4 contains 3622 members 
Mstep: Class 5 contains 95343 members 
Mstep: Class 6 contains 10578 members 
Mstep: Class 7 contains 6120 members 
Mstep: Class 8 contains 19267 members 
Mstep: Class 9 contains 78290 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11567 members 
Mstep: Class 13 contains 15073 members 
Mstep: Class 14 contains 49694 members 
Mstep: Class 15 contains 4759 members 
Mstep: Class 16 contains 2078 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20579 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335522.000000 Penalty: 41578.109375
Iteration 267Q: 21 clusters Score -2.133552e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5511 members 
Mstep: Class 3 contains 15671 members 
Mstep: Class 4 contains 3618 members 
Mstep: Class 5 contains 95332 members 
Mstep: Class 6 contains 10576 members 
Mstep: Class 7 contains 6119 members 
Mstep: Class 8 contains 19268 members 
Mstep: Class 9 contains 78286 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11566 members 
Mstep: Class 13 contains 15077 members 
Mstep: Class 14 contains 49697 members 
Mstep: Class 15 contains 4763 members 
Mstep: Class 16 contains 2078 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20583 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335568.000000 Penalty: 41578.109375
Iteration 268Q: 21 clusters Score -2.133557e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5514 members 
Mstep: Class 3 contains 15673 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 95323 members 
Mstep: Class 6 contains 10575 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 19267 members 
Mstep: Class 9 contains 78278 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11566 members 
Mstep: Class 13 contains 15082 members 
Mstep: Class 14 contains 49700 members 
Mstep: Class 15 contains 4762 members 
Mstep: Class 16 contains 2078 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20585 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335540.000000 Penalty: 41578.109375
Iteration 269Q: 21 clusters Score -2.133554e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5517 members 
Mstep: Class 3 contains 15676 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 95315 members 
Mstep: Class 6 contains 10575 members 
Mstep: Class 7 contains 6116 members 
Mstep: Class 8 contains 19269 members 
Mstep: Class 9 contains 78271 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11566 members 
Mstep: Class 13 contains 15089 members 
Mstep: Class 14 contains 49698 members 
Mstep: Class 15 contains 4765 members 
Mstep: Class 16 contains 2078 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20586 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335554.000000 Penalty: 41578.109375
Iteration 270Q: 21 clusters Score -2.133555e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5518 members 
Mstep: Class 3 contains 15676 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 95306 members 
Mstep: Class 6 contains 10575 members 
Mstep: Class 7 contains 6114 members 
Mstep: Class 8 contains 19271 members 
Mstep: Class 9 contains 78270 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11566 members 
Mstep: Class 13 contains 15091 members 
Mstep: Class 14 contains 49694 members 
Mstep: Class 15 contains 4774 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20586 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335526.000000 Penalty: 41578.109375
Iteration 271Q: 21 clusters Score -2.133553e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5519 members 
Mstep: Class 3 contains 15677 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 95290 members 
Mstep: Class 6 contains 10575 members 
Mstep: Class 7 contains 6114 members 
Mstep: Class 8 contains 19270 members 
Mstep: Class 9 contains 78262 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11566 members 
Mstep: Class 13 contains 15094 members 
Mstep: Class 14 contains 49707 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20586 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335582.000000 Penalty: 41578.109375
Iteration 272Q: 21 clusters Score -2.133558e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5519 members 
Mstep: Class 3 contains 15677 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 95270 members 
Mstep: Class 6 contains 10575 members 
Mstep: Class 7 contains 6115 members 
Mstep: Class 8 contains 19269 members 
Mstep: Class 9 contains 78256 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11565 members 
Mstep: Class 13 contains 15098 members 
Mstep: Class 14 contains 49723 members 
Mstep: Class 15 contains 4788 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20587 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335574.000000 Penalty: 41578.109375
Iteration 273Q: 21 clusters Score -2.133557e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5518 members 
Mstep: Class 3 contains 15677 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 95261 members 
Mstep: Class 6 contains 10575 members 
Mstep: Class 7 contains 6114 members 
Mstep: Class 8 contains 19267 members 
Mstep: Class 9 contains 78251 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11563 members 
Mstep: Class 13 contains 15100 members 
Mstep: Class 14 contains 49732 members 
Mstep: Class 15 contains 4795 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20587 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335550.000000 Penalty: 41578.109375
Iteration 274Q: 21 clusters Score -2.133555e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5516 members 
Mstep: Class 3 contains 15678 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 95253 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 6112 members 
Mstep: Class 8 contains 19268 members 
Mstep: Class 9 contains 78246 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11563 members 
Mstep: Class 13 contains 15104 members 
Mstep: Class 14 contains 49727 members 
Mstep: Class 15 contains 4805 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20588 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335566.000000 Penalty: 41578.109375
Iteration 275Q: 21 clusters Score -2.133557e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5515 members 
Mstep: Class 3 contains 15680 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 95251 members 
Mstep: Class 6 contains 10573 members 
Mstep: Class 7 contains 6111 members 
Mstep: Class 8 contains 19268 members 
Mstep: Class 9 contains 78237 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11561 members 
Mstep: Class 13 contains 15104 members 
Mstep: Class 14 contains 49726 members 
Mstep: Class 15 contains 4824 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20585 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335552.000000 Penalty: 41578.109375
Iteration 276Q: 21 clusters Score -2.133555e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5515 members 
Mstep: Class 3 contains 15683 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 95248 members 
Mstep: Class 6 contains 10573 members 
Mstep: Class 7 contains 6110 members 
Mstep: Class 8 contains 19268 members 
Mstep: Class 9 contains 78227 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11560 members 
Mstep: Class 13 contains 15106 members 
Mstep: Class 14 contains 49721 members 
Mstep: Class 15 contains 4839 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20587 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335530.000000 Penalty: 41578.109375
Iteration 277Q: 21 clusters Score -2.133553e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5514 members 
Mstep: Class 3 contains 15687 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 95247 members 
Mstep: Class 6 contains 10573 members 
Mstep: Class 7 contains 6110 members 
Mstep: Class 8 contains 19269 members 
Mstep: Class 9 contains 78219 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11559 members 
Mstep: Class 13 contains 15103 members 
Mstep: Class 14 contains 49716 members 
Mstep: Class 15 contains 4852 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20587 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335568.000000 Penalty: 41578.109375
Iteration 278Q: 21 clusters Score -2.133557e+07 nChanged 59
Entering ConstructFrom: 
Score: -21335568.000000 Penalty: 41578.109375
Entering ConstructFrom: 
Trying to split cluster 1 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -29271.449219 Penalty: 1034.271973
	Iteration 0F: 2 clusters Score -29271.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -28216.806641 Penalty: 2068.543945
	Iteration 0F: 3 clusters Score -28216.81 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -28555.080078 Penalty: 2068.543945
	Iteration 1F: 3 clusters Score -28555.08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28782.009766 Penalty: 2068.543945
	Iteration 2F: 3 clusters Score -28782.01 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28960.802734 Penalty: 2068.543945
	Iteration 3F: 3 clusters Score -28960.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29064.500000 Penalty: 2068.543945
	Iteration 4F: 3 clusters Score -29064.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29106.652344 Penalty: 2068.543945
	Iteration 5Q: 3 clusters Score -29106.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29177.509766 Penalty: 2068.543945
	Iteration 6Q: 3 clusters Score -29177.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29228.283203 Penalty: 2068.543945
	Iteration 7Q: 3 clusters Score -29228.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29247.490234 Penalty: 2068.543945
	Iteration 8Q: 3 clusters Score -29247.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29286.648438 Penalty: 2068.543945
	Iteration 9Q: 3 clusters Score -29286.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29324.566406 Penalty: 2068.543945
	Iteration 10Q: 3 clusters Score -29324.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29342.650391 Penalty: 2068.543945
	Iteration 11Q: 3 clusters Score -29342.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29360.048828 Penalty: 2068.543945
	Iteration 12Q: 3 clusters Score -29360.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29368.603516 Penalty: 2068.543945
	Iteration 13Q: 3 clusters Score -29368.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29383.701172 Penalty: 2068.543945
	Iteration 14Q: 3 clusters Score -29383.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29384.513672 Penalty: 2068.543945
	Iteration 15Q: 3 clusters Score -29384.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29389.500000 Penalty: 2068.543945
	Iteration 16Q: 3 clusters Score -29389.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29396.457031 Penalty: 2068.543945
	Iteration 17Q: 3 clusters Score -29396.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29399.861328 Penalty: 2068.543945
	Iteration 18Q: 3 clusters Score -29399.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29405.712891 Penalty: 2068.543945
	Iteration 19Q: 3 clusters Score -29405.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29407.947266 Penalty: 2068.543945
	Iteration 20F: 3 clusters Score -29407.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5513 members 
Mstep: Class 3 contains 15690 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 95246 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 6110 members 
Mstep: Class 8 contains 19270 members 
Mstep: Class 9 contains 78205 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11556 members 
Mstep: Class 13 contains 15104 members 
Mstep: Class 14 contains 49711 members 
Mstep: Class 15 contains 4868 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20589 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7815 members 
Mstep: Class 21 contains 152 members 
Entering Unmasked Estep 
Score: -21334700.000000 Penalty: 43657.015625
Splitting cluster 1 changes total score from -21335568.000000 to -21334700.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Entering Unmasked Estep 
Score: -280909.281250 Penalty: 1399.915405
	Iteration 0F: 2 clusters Score -280909.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -276634.250000 Penalty: 2799.830811
	Iteration 0F: 3 clusters Score -276634.2 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -278195.531250 Penalty: 2799.830811
	Iteration 1F: 3 clusters Score -278195.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -278665.031250 Penalty: 2799.830811
	Iteration 2F: 3 clusters Score -278665 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -278986.000000 Penalty: 2799.830811
	Iteration 3F: 3 clusters Score -278986 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -279254.281250 Penalty: 2799.830811
	Iteration 4F: 3 clusters Score -279254.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -279514.718750 Penalty: 2799.830811
	Iteration 5F: 3 clusters Score -279514.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -279774.968750 Penalty: 2799.830811
	Iteration 6Q: 3 clusters Score -279775 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -280004.406250 Penalty: 2799.830811
	Iteration 7Q: 3 clusters Score -280004.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -280174.906250 Penalty: 2799.830811
	Iteration 8Q: 3 clusters Score -280174.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -280260.718750 Penalty: 2799.830811
	Iteration 9Q: 3 clusters Score -280260.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -280307.468750 Penalty: 2799.830811
	Iteration 10Q: 3 clusters Score -280307.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -280334.781250 Penalty: 2799.830811
	Iteration 11Q: 3 clusters Score -280334.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -280358.656250 Penalty: 2799.830811
	Iteration 12Q: 3 clusters Score -280358.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -280376.875000 Penalty: 2799.830811
	Iteration 13Q: 3 clusters Score -280376.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -280395.343750 Penalty: 2799.830811
	Iteration 14Q: 3 clusters Score -280395.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -280407.468750 Penalty: 2799.830811
	Iteration 15Q: 3 clusters Score -280407.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -280421.625000 Penalty: 2799.830811
	Iteration 16Q: 3 clusters Score -280421.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -280436.156250 Penalty: 2799.830811
	Iteration 17Q: 3 clusters Score -280436.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -280449.187500 Penalty: 2799.830811
	Iteration 18Q: 3 clusters Score -280449.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -280459.906250 Penalty: 2799.830811
	Iteration 19Q: 3 clusters Score -280459.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -280467.875000 Penalty: 2799.830811
	Iteration 20F: 3 clusters Score -280467.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -280474.406250 Penalty: 2799.830811
	Iteration 21Q: 3 clusters Score -280474.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -280477.968750 Penalty: 2799.830811
	Iteration 22Q: 3 clusters Score -280478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -280481.781250 Penalty: 2799.830811
	Iteration 23Q: 3 clusters Score -280481.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -280484.968750 Penalty: 2799.830811
	Iteration 24Q: 3 clusters Score -280485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -280489.500000 Penalty: 2799.830811
	Iteration 25Q: 3 clusters Score -280489.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -280495.468750 Penalty: 2799.830811
	Iteration 26Q: 3 clusters Score -280495.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -280497.718750 Penalty: 2799.830811
	Iteration 27Q: 3 clusters Score -280497.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -280500.531250 Penalty: 2799.830811
	Iteration 28Q: 3 clusters Score -280500.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -280503.906250 Penalty: 2799.830811
	Iteration 29Q: 3 clusters Score -280503.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -280508.031250 Penalty: 2799.830811
	Iteration 30Q: 3 clusters Score -280508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -280513.250000 Penalty: 2799.830811
	Iteration 31Q: 3 clusters Score -280513.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -280518.062500 Penalty: 2799.830811
	Iteration 32Q: 3 clusters Score -280518.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -280519.656250 Penalty: 2799.830811
	Iteration 33Q: 3 clusters Score -280519.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -280523.187500 Penalty: 2799.830811
	Iteration 34Q: 3 clusters Score -280523.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -280526.625000 Penalty: 2799.830811
	Iteration 35Q: 3 clusters Score -280526.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -280529.781250 Penalty: 2799.830811
	Iteration 36Q: 3 clusters Score -280529.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -280532.843750 Penalty: 2799.830811
	Iteration 37Q: 3 clusters Score -280532.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -280535.500000 Penalty: 2799.830811
	Iteration 38Q: 3 clusters Score -280535.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -280538.250000 Penalty: 2799.830811
	Iteration 39Q: 3 clusters Score -280538.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -280539.625000 Penalty: 2799.830811
	Iteration 40F: 3 clusters Score -280539.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -280541.406250 Penalty: 2799.830811
	Iteration 41Q: 3 clusters Score -280541.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -280545.437500 Penalty: 2799.830811
	Iteration 42Q: 3 clusters Score -280545.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -280548.218750 Penalty: 2799.830811
	Iteration 43Q: 3 clusters Score -280548.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -280552.750000 Penalty: 2799.830811
	Iteration 44Q: 3 clusters Score -280552.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -280556.218750 Penalty: 2799.830811
	Iteration 45Q: 3 clusters Score -280556.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -280560.000000 Penalty: 2799.830811
	Iteration 46Q: 3 clusters Score -280560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -280565.968750 Penalty: 2799.830811
	Iteration 47Q: 3 clusters Score -280566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -280571.375000 Penalty: 2799.830811
	Iteration 48Q: 3 clusters Score -280571.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -280576.562500 Penalty: 2799.830811
	Iteration 49Q: 3 clusters Score -280576.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -280582.218750 Penalty: 2799.830811
	Iteration 50Q: 3 clusters Score -280582.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -280589.375000 Penalty: 2799.830811
	Iteration 51Q: 3 clusters Score -280589.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -280595.375000 Penalty: 2799.830811
	Iteration 52Q: 3 clusters Score -280595.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -280603.625000 Penalty: 2799.830811
	Iteration 53Q: 3 clusters Score -280603.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -280616.875000 Penalty: 2799.830811
	Iteration 54Q: 3 clusters Score -280616.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -280632.625000 Penalty: 2799.830811
	Iteration 55Q: 3 clusters Score -280632.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -280653.468750 Penalty: 2799.830811
	Iteration 56Q: 3 clusters Score -280653.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -280681.437500 Penalty: 2799.830811
	Iteration 57Q: 3 clusters Score -280681.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -280708.187500 Penalty: 2799.830811
	Iteration 58Q: 3 clusters Score -280708.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -280729.968750 Penalty: 2799.830811
	Iteration 59Q: 3 clusters Score -280730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -280746.625000 Penalty: 2799.830811
	Iteration 60F: 3 clusters Score -280746.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -280764.437500 Penalty: 2799.830811
	Iteration 61Q: 3 clusters Score -280764.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -280781.187500 Penalty: 2799.830811
	Iteration 62Q: 3 clusters Score -280781.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -280795.656250 Penalty: 2799.830811
	Iteration 63Q: 3 clusters Score -280795.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -280805.468750 Penalty: 2799.830811
	Iteration 64Q: 3 clusters Score -280805.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -280819.625000 Penalty: 2799.830811
	Iteration 65Q: 3 clusters Score -280819.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -280831.281250 Penalty: 2799.830811
	Iteration 66Q: 3 clusters Score -280831.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -280839.187500 Penalty: 2799.830811
	Iteration 67Q: 3 clusters Score -280839.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -280846.500000 Penalty: 2799.830811
	Iteration 68Q: 3 clusters Score -280846.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -280858.812500 Penalty: 2799.830811
	Iteration 69Q: 3 clusters Score -280858.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -280870.937500 Penalty: 2799.830811
	Iteration 70Q: 3 clusters Score -280870.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -280882.343750 Penalty: 2799.830811
	Iteration 71Q: 3 clusters Score -280882.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -280892.375000 Penalty: 2799.830811
	Iteration 72Q: 3 clusters Score -280892.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -280915.218750 Penalty: 2799.830811
	Iteration 73Q: 3 clusters Score -280915.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -280934.125000 Penalty: 2799.830811
	Iteration 74Q: 3 clusters Score -280934.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -280953.093750 Penalty: 2799.830811
	Iteration 75Q: 3 clusters Score -280953.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -280967.937500 Penalty: 2799.830811
	Iteration 76Q: 3 clusters Score -280967.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -280982.843750 Penalty: 2799.830811
	Iteration 77Q: 3 clusters Score -280982.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -280996.625000 Penalty: 2799.830811
	Iteration 78Q: 3 clusters Score -280996.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -281009.656250 Penalty: 2799.830811
	Iteration 79Q: 3 clusters Score -281009.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -281013.062500 Penalty: 2799.830811
	Iteration 80F: 3 clusters Score -281013.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -281014.593750 Penalty: 2799.830811
	Iteration 81Q: 3 clusters Score -281014.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -281017.906250 Penalty: 2799.830811
	Iteration 82Q: 3 clusters Score -281017.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -281020.468750 Penalty: 2799.830811
	Iteration 83Q: 3 clusters Score -281020.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -281020.625000 Penalty: 2799.830811
	Iteration 84Q: 3 clusters Score -281020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -281020.625000 Penalty: 2799.830811
	Iteration 85F: 3 clusters Score -281020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4868 members 
Mstep: Class 3 contains 15690 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 95246 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 6110 members 
Mstep: Class 8 contains 19270 members 
Mstep: Class 9 contains 78205 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11556 members 
Mstep: Class 13 contains 15104 members 
Mstep: Class 14 contains 49711 members 
Mstep: Class 15 contains 4868 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20589 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7815 members 
Mstep: Class 21 contains 645 members 
Entering Unmasked Estep 
Score: -21334970.000000 Penalty: 43657.015625
Splitting cluster 2 changes total score from -21335568.000000 to -21334970.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (15690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Entering Unmasked Estep 
Score: -929665.562500 Penalty: 1569.876587
	Iteration 0F: 2 clusters Score -929665.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -918854.812500 Penalty: 3139.753174
	Iteration 0F: 3 clusters Score -918854.8 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -922704.437500 Penalty: 3139.753174
	Iteration 1F: 3 clusters Score -922704.4 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -923297.875000 Penalty: 3139.753174
	Iteration 2F: 3 clusters Score -923297.9 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -924103.250000 Penalty: 3139.753174
	Iteration 3F: 3 clusters Score -924103.2 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -924972.187500 Penalty: 3139.753174
	Iteration 4F: 3 clusters Score -924972.2 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -925919.125000 Penalty: 3139.753174
	Iteration 5F: 3 clusters Score -925919.1 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -926833.312500 Penalty: 3139.753174
	Iteration 6F: 3 clusters Score -926833.3 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -927552.562500 Penalty: 3139.753174
	Iteration 7F: 3 clusters Score -927552.6 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -928125.250000 Penalty: 3139.753174
	Iteration 8F: 3 clusters Score -928125.2 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -928575.250000 Penalty: 3139.753174
	Iteration 9Q: 3 clusters Score -928575.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -928862.750000 Penalty: 3139.753174
	Iteration 10Q: 3 clusters Score -928862.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -929066.312500 Penalty: 3139.753174
	Iteration 11Q: 3 clusters Score -929066.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -929221.687500 Penalty: 3139.753174
	Iteration 12Q: 3 clusters Score -929221.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -929333.375000 Penalty: 3139.753174
	Iteration 13Q: 3 clusters Score -929333.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -929420.312500 Penalty: 3139.753174
	Iteration 14Q: 3 clusters Score -929420.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -929489.312500 Penalty: 3139.753174
	Iteration 15Q: 3 clusters Score -929489.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -929540.750000 Penalty: 3139.753174
	Iteration 16Q: 3 clusters Score -929540.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -929579.187500 Penalty: 3139.753174
	Iteration 17Q: 3 clusters Score -929579.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -929614.687500 Penalty: 3139.753174
	Iteration 18Q: 3 clusters Score -929614.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -929653.250000 Penalty: 3139.753174
	Iteration 19Q: 3 clusters Score -929653.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -929691.937500 Penalty: 3139.753174
	Iteration 20F: 3 clusters Score -929691.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -929723.187500 Penalty: 3139.753174
	Iteration 21Q: 3 clusters Score -929723.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -929742.375000 Penalty: 3139.753174
	Iteration 22Q: 3 clusters Score -929742.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -929757.750000 Penalty: 3139.753174
	Iteration 23Q: 3 clusters Score -929757.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -929772.625000 Penalty: 3139.753174
	Iteration 24Q: 3 clusters Score -929772.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -929786.250000 Penalty: 3139.753174
	Iteration 25Q: 3 clusters Score -929786.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -929794.000000 Penalty: 3139.753174
	Iteration 26Q: 3 clusters Score -929794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -929799.500000 Penalty: 3139.753174
	Iteration 27Q: 3 clusters Score -929799.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -929802.125000 Penalty: 3139.753174
	Iteration 28Q: 3 clusters Score -929802.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -929807.062500 Penalty: 3139.753174
	Iteration 29Q: 3 clusters Score -929807.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -929814.187500 Penalty: 3139.753174
	Iteration 30Q: 3 clusters Score -929814.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -929820.687500 Penalty: 3139.753174
	Iteration 31Q: 3 clusters Score -929820.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -929829.625000 Penalty: 3139.753174
	Iteration 32Q: 3 clusters Score -929829.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -929833.875000 Penalty: 3139.753174
	Iteration 33Q: 3 clusters Score -929833.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -929840.500000 Penalty: 3139.753174
	Iteration 34Q: 3 clusters Score -929840.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -929843.875000 Penalty: 3139.753174
	Iteration 35Q: 3 clusters Score -929843.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -929847.562500 Penalty: 3139.753174
	Iteration 36Q: 3 clusters Score -929847.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -929850.937500 Penalty: 3139.753174
	Iteration 37Q: 3 clusters Score -929850.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -929853.437500 Penalty: 3139.753174
	Iteration 38Q: 3 clusters Score -929853.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -929858.625000 Penalty: 3139.753174
	Iteration 39Q: 3 clusters Score -929858.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -929861.187500 Penalty: 3139.753174
	Iteration 40F: 3 clusters Score -929861.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -929864.812500 Penalty: 3139.753174
	Iteration 41Q: 3 clusters Score -929864.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -929870.375000 Penalty: 3139.753174
	Iteration 42Q: 3 clusters Score -929870.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -929878.375000 Penalty: 3139.753174
	Iteration 43Q: 3 clusters Score -929878.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -929881.437500 Penalty: 3139.753174
	Iteration 44Q: 3 clusters Score -929881.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -929889.312500 Penalty: 3139.753174
	Iteration 45Q: 3 clusters Score -929889.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -929895.562500 Penalty: 3139.753174
	Iteration 46Q: 3 clusters Score -929895.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -929908.312500 Penalty: 3139.753174
	Iteration 47Q: 3 clusters Score -929908.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -929913.562500 Penalty: 3139.753174
	Iteration 48Q: 3 clusters Score -929913.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -929923.562500 Penalty: 3139.753174
	Iteration 49Q: 3 clusters Score -929923.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -929931.375000 Penalty: 3139.753174
	Iteration 50Q: 3 clusters Score -929931.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -929944.187500 Penalty: 3139.753174
	Iteration 51Q: 3 clusters Score -929944.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -929956.250000 Penalty: 3139.753174
	Iteration 52Q: 3 clusters Score -929956.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -929966.000000 Penalty: 3139.753174
	Iteration 53Q: 3 clusters Score -929966 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -929977.562500 Penalty: 3139.753174
	Iteration 54Q: 3 clusters Score -929977.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -929984.812500 Penalty: 3139.753174
	Iteration 55Q: 3 clusters Score -929984.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -929999.250000 Penalty: 3139.753174
	Iteration 56Q: 3 clusters Score -929999.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -930003.812500 Penalty: 3139.753174
	Iteration 57Q: 3 clusters Score -930003.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -930013.875000 Penalty: 3139.753174
	Iteration 58Q: 3 clusters Score -930013.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -930020.625000 Penalty: 3139.753174
	Iteration 59Q: 3 clusters Score -930020.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -930022.750000 Penalty: 3139.753174
	Iteration 60F: 3 clusters Score -930022.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -930024.187500 Penalty: 3139.753174
	Iteration 61Q: 3 clusters Score -930024.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -930027.437500 Penalty: 3139.753174
	Iteration 62Q: 3 clusters Score -930027.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -930023.312500 Penalty: 3139.753174
	Iteration 63Q: 3 clusters Score -930023.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -930026.312500 Penalty: 3139.753174
	Iteration 64Q: 3 clusters Score -930026.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -930028.812500 Penalty: 3139.753174
	Iteration 65Q: 3 clusters Score -930028.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -930030.937500 Penalty: 3139.753174
	Iteration 66Q: 3 clusters Score -930030.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -930031.375000 Penalty: 3139.753174
	Iteration 67Q: 3 clusters Score -930031.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -930035.000000 Penalty: 3139.753174
	Iteration 68Q: 3 clusters Score -930035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -930035.000000 Penalty: 3139.753174
	Iteration 69Q: 3 clusters Score -930035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -930036.062500 Penalty: 3139.753174
	Iteration 70Q: 3 clusters Score -930036.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -930038.750000 Penalty: 3139.753174
	Iteration 71Q: 3 clusters Score -930038.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -930042.312500 Penalty: 3139.753174
	Iteration 72Q: 3 clusters Score -930042.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -930040.937500 Penalty: 3139.753174
	Iteration 73Q: 3 clusters Score -930040.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -930041.812500 Penalty: 3139.753174
	Iteration 74Q: 3 clusters Score -930041.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -930043.437500 Penalty: 3139.753174
	Iteration 75Q: 3 clusters Score -930043.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -930043.625000 Penalty: 3139.753174
	Iteration 76Q: 3 clusters Score -930043.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -930043.875000 Penalty: 3139.753174
	Iteration 77Q: 3 clusters Score -930043.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -930043.375000 Penalty: 3139.753174
	Iteration 78Q: 3 clusters Score -930043.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -930043.812500 Penalty: 3139.753174
	Iteration 79Q: 3 clusters Score -930043.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -930042.625000 Penalty: 3139.753174
	Iteration 80F: 3 clusters Score -930042.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5513 members 
Mstep: Class 3 contains 1736 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 95246 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 6110 members 
Mstep: Class 8 contains 19270 members 
Mstep: Class 9 contains 78205 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11556 members 
Mstep: Class 13 contains 15104 members 
Mstep: Class 14 contains 49711 members 
Mstep: Class 15 contains 4868 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20589 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7815 members 
Mstep: Class 21 contains 13954 members 
Entering Unmasked Estep 
Score: -21335404.000000 Penalty: 43657.015625
Splitting cluster 3 changes total score from -21335568.000000 to -21335404.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Entering Unmasked Estep 
Score: -221483.828125 Penalty: 1331.247803
	Iteration 0F: 2 clusters Score -221483.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -218409.062500 Penalty: 2662.495605
	Iteration 0F: 3 clusters Score -218409.1 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -219316.187500 Penalty: 2662.495605
	Iteration 1F: 3 clusters Score -219316.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -219571.843750 Penalty: 2662.495605
	Iteration 2F: 3 clusters Score -219571.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -219758.312500 Penalty: 2662.495605
	Iteration 3F: 3 clusters Score -219758.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -219892.718750 Penalty: 2662.495605
	Iteration 4F: 3 clusters Score -219892.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -219998.062500 Penalty: 2662.495605
	Iteration 5Q: 3 clusters Score -219998.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -220071.875000 Penalty: 2662.495605
	Iteration 6Q: 3 clusters Score -220071.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -220157.312500 Penalty: 2662.495605
	Iteration 7Q: 3 clusters Score -220157.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -220254.531250 Penalty: 2662.495605
	Iteration 8Q: 3 clusters Score -220254.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -220356.312500 Penalty: 2662.495605
	Iteration 9Q: 3 clusters Score -220356.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -220456.812500 Penalty: 2662.495605
	Iteration 10Q: 3 clusters Score -220456.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -220582.750000 Penalty: 2662.495605
	Iteration 11Q: 3 clusters Score -220582.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -220755.984375 Penalty: 2662.495605
	Iteration 12Q: 3 clusters Score -220756 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -220941.625000 Penalty: 2662.495605
	Iteration 13Q: 3 clusters Score -220941.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -221186.234375 Penalty: 2662.495605
	Iteration 14Q: 3 clusters Score -221186.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -221421.546875 Penalty: 2662.495605
	Iteration 15Q: 3 clusters Score -221421.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -221608.656250 Penalty: 2662.495605
	Iteration 16Q: 3 clusters Score -221608.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -221776.921875 Penalty: 2662.495605
	Iteration 17Q: 3 clusters Score -221776.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -221896.015625 Penalty: 2662.495605
	Iteration 18Q: 3 clusters Score -221896 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -221952.812500 Penalty: 2662.495605
	Iteration 19Q: 3 clusters Score -221952.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -221980.312500 Penalty: 2662.495605
	Iteration 20F: 3 clusters Score -221980.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -221991.015625 Penalty: 2662.495605
	Iteration 21Q: 3 clusters Score -221991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -221993.546875 Penalty: 2662.495605
	Iteration 22Q: 3 clusters Score -221993.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -221997.093750 Penalty: 2662.495605
	Iteration 23Q: 3 clusters Score -221997.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -221998.453125 Penalty: 2662.495605
	Iteration 24Q: 3 clusters Score -221998.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -221998.453125 Penalty: 2662.495605
	Iteration 25F: 3 clusters Score -221998.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5513 members 
Mstep: Class 3 contains 15690 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 95246 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 6110 members 
Mstep: Class 8 contains 19270 members 
Mstep: Class 9 contains 78205 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11556 members 
Mstep: Class 13 contains 15104 members 
Mstep: Class 14 contains 49711 members 
Mstep: Class 15 contains 4868 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20589 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7815 members 
Mstep: Class 21 contains 1059 members 
Entering Unmasked Estep 
Score: -21335376.000000 Penalty: 43657.015625
Splitting cluster 4 changes total score from -21335568.000000 to -21335376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (95246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95246 members 
Entering Unmasked Estep 
Score: -5783046.000000 Penalty: 1862.935425
	Iteration 0F: 2 clusters Score -5783046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -5719496.500000 Penalty: 3725.870850
	Iteration 0F: 3 clusters Score -5719496 nChanged 45225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -5745542.000000 Penalty: 3725.870850
	Iteration 1F: 3 clusters Score -5745542 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -5746142.500000 Penalty: 3725.870850
	Iteration 2Q: 3 clusters Score -5746142 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -5746816.500000 Penalty: 3725.870850
	Iteration 3Q: 3 clusters Score -5746816 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -5747651.000000 Penalty: 3725.870850
	Iteration 4Q: 3 clusters Score -5747651 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -5748732.500000 Penalty: 3725.870850
	Iteration 5Q: 3 clusters Score -5748732 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -5750385.500000 Penalty: 3725.870850
	Iteration 6Q: 3 clusters Score -5750386 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -5752802.500000 Penalty: 3725.870850
	Iteration 7Q: 3 clusters Score -5752802 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53589 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -5756208.500000 Penalty: 3725.870850
	Iteration 8F: 3 clusters Score -5756208 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55747 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -5760581.500000 Penalty: 3725.870850
	Iteration 9F: 3 clusters Score -5760582 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -5765037.500000 Penalty: 3725.870850
	Iteration 10F: 3 clusters Score -5765038 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -5768445.000000 Penalty: 3725.870850
	Iteration 11F: 3 clusters Score -5768445 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -5770552.500000 Penalty: 3725.870850
	Iteration 12Q: 3 clusters Score -5770552 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61482 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -5771725.500000 Penalty: 3725.870850
	Iteration 13Q: 3 clusters Score -5771726 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62039 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -5772493.500000 Penalty: 3725.870850
	Iteration 14Q: 3 clusters Score -5772494 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62484 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -5772980.000000 Penalty: 3725.870850
	Iteration 15Q: 3 clusters Score -5772980 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62831 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -5773388.000000 Penalty: 3725.870850
	Iteration 16Q: 3 clusters Score -5773388 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63131 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -5773734.500000 Penalty: 3725.870850
	Iteration 17Q: 3 clusters Score -5773734 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63328 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -5774022.500000 Penalty: 3725.870850
	Iteration 18Q: 3 clusters Score -5774022 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63547 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -5774344.500000 Penalty: 3725.870850
	Iteration 19Q: 3 clusters Score -5774344 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -5774658.000000 Penalty: 3725.870850
	Iteration 20F: 3 clusters Score -5774658 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63929 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -5775052.000000 Penalty: 3725.870850
	Iteration 21Q: 3 clusters Score -5775052 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64106 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -5775474.500000 Penalty: 3725.870850
	Iteration 22Q: 3 clusters Score -5775474 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64259 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -5775939.000000 Penalty: 3725.870850
	Iteration 23Q: 3 clusters Score -5775939 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64421 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -5776441.000000 Penalty: 3725.870850
	Iteration 24Q: 3 clusters Score -5776441 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64551 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -5776918.500000 Penalty: 3725.870850
	Iteration 25Q: 3 clusters Score -5776918 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64673 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -5777393.000000 Penalty: 3725.870850
	Iteration 26Q: 3 clusters Score -5777393 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64739 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -5777733.000000 Penalty: 3725.870850
	Iteration 27Q: 3 clusters Score -5777733 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64738 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -5777974.500000 Penalty: 3725.870850
	Iteration 28Q: 3 clusters Score -5777974 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64734 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -5778087.000000 Penalty: 3725.870850
	Iteration 29Q: 3 clusters Score -5778087 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64711 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -5778203.500000 Penalty: 3725.870850
	Iteration 30Q: 3 clusters Score -5778204 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64656 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -5778249.500000 Penalty: 3725.870850
	Iteration 31Q: 3 clusters Score -5778250 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -5778316.000000 Penalty: 3725.870850
	Iteration 32Q: 3 clusters Score -5778316 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -5778336.500000 Penalty: 3725.870850
	Iteration 33Q: 3 clusters Score -5778336 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64446 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -5778359.500000 Penalty: 3725.870850
	Iteration 34Q: 3 clusters Score -5778360 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64351 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -5778363.000000 Penalty: 3725.870850
	Iteration 35Q: 3 clusters Score -5778363 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64253 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -5778384.500000 Penalty: 3725.870850
	Iteration 36Q: 3 clusters Score -5778384 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64139 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -5778386.000000 Penalty: 3725.870850
	Iteration 37Q: 3 clusters Score -5778386 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64048 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -5778393.500000 Penalty: 3725.870850
	Iteration 38Q: 3 clusters Score -5778394 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63981 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -5778383.000000 Penalty: 3725.870850
	Iteration 39Q: 3 clusters Score -5778383 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63918 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -5778377.000000 Penalty: 3725.870850
	Iteration 40F: 3 clusters Score -5778377 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -5778387.000000 Penalty: 3725.870850
	Iteration 41Q: 3 clusters Score -5778387 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63815 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -5778381.000000 Penalty: 3725.870850
	Iteration 42Q: 3 clusters Score -5778381 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63757 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -5778388.500000 Penalty: 3725.870850
	Iteration 43Q: 3 clusters Score -5778388 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63693 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -5778377.500000 Penalty: 3725.870850
	Iteration 44Q: 3 clusters Score -5778378 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -5778390.000000 Penalty: 3725.870850
	Iteration 45Q: 3 clusters Score -5778390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63599 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -5778404.000000 Penalty: 3725.870850
	Iteration 46Q: 3 clusters Score -5778404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63555 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -5778412.000000 Penalty: 3725.870850
	Iteration 47Q: 3 clusters Score -5778412 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63512 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -5778422.500000 Penalty: 3725.870850
	Iteration 48Q: 3 clusters Score -5778422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63480 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -5778422.500000 Penalty: 3725.870850
	Iteration 49Q: 3 clusters Score -5778422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63456 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -5778420.500000 Penalty: 3725.870850
	Iteration 50Q: 3 clusters Score -5778420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63435 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -5778416.000000 Penalty: 3725.870850
	Iteration 51Q: 3 clusters Score -5778416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63423 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -5778417.500000 Penalty: 3725.870850
	Iteration 52Q: 3 clusters Score -5778418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -5778421.500000 Penalty: 3725.870850
	Iteration 53Q: 3 clusters Score -5778422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63387 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -5778413.500000 Penalty: 3725.870850
	Iteration 54Q: 3 clusters Score -5778414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -5778424.500000 Penalty: 3725.870850
	Iteration 55Q: 3 clusters Score -5778424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63340 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -5778425.000000 Penalty: 3725.870850
	Iteration 56Q: 3 clusters Score -5778425 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63301 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -5778427.000000 Penalty: 3725.870850
	Iteration 57Q: 3 clusters Score -5778427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63276 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -5778427.500000 Penalty: 3725.870850
	Iteration 58Q: 3 clusters Score -5778428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63249 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -5778437.500000 Penalty: 3725.870850
	Iteration 59Q: 3 clusters Score -5778438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63232 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -5778434.500000 Penalty: 3725.870850
	Iteration 60F: 3 clusters Score -5778434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63223 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -5778433.500000 Penalty: 3725.870850
	Iteration 61Q: 3 clusters Score -5778434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63221 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -5778432.000000 Penalty: 3725.870850
	Iteration 62Q: 3 clusters Score -5778432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63219 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -5778434.500000 Penalty: 3725.870850
	Iteration 63Q: 3 clusters Score -5778434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63218 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -5778434.000000 Penalty: 3725.870850
	Iteration 64Q: 3 clusters Score -5778434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63217 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -5778436.500000 Penalty: 3725.870850
	Iteration 65Q: 3 clusters Score -5778436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63217 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -5778436.500000 Penalty: 3725.870850
	Iteration 66F: 3 clusters Score -5778436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Entering Unmasked Estep 
Score: -678635.312500 Penalty: 1505.749878
	Iteration 0F: 2 clusters Score -678635.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -671149.125000 Penalty: 3011.499756
	Iteration 0F: 3 clusters Score -671149.1 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -673645.500000 Penalty: 3011.499756
	Iteration 1F: 3 clusters Score -673645.5 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -673886.125000 Penalty: 3011.499756
	Iteration 2F: 3 clusters Score -673886.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -674064.312500 Penalty: 3011.499756
	Iteration 3Q: 3 clusters Score -674064.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -674186.312500 Penalty: 3011.499756
	Iteration 4Q: 3 clusters Score -674186.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -674272.437500 Penalty: 3011.499756
	Iteration 5Q: 3 clusters Score -674272.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -674350.437500 Penalty: 3011.499756
	Iteration 6Q: 3 clusters Score -674350.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -674432.812500 Penalty: 3011.499756
	Iteration 7Q: 3 clusters Score -674432.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -674535.250000 Penalty: 3011.499756
	Iteration 8Q: 3 clusters Score -674535.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -674656.312500 Penalty: 3011.499756
	Iteration 9Q: 3 clusters Score -674656.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -674790.312500 Penalty: 3011.499756
	Iteration 10Q: 3 clusters Score -674790.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -674909.937500 Penalty: 3011.499756
	Iteration 11Q: 3 clusters Score -674909.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -675011.125000 Penalty: 3011.499756
	Iteration 12Q: 3 clusters Score -675011.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -675107.312500 Penalty: 3011.499756
	Iteration 13Q: 3 clusters Score -675107.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -675220.125000 Penalty: 3011.499756
	Iteration 14Q: 3 clusters Score -675220.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -675331.375000 Penalty: 3011.499756
	Iteration 15Q: 3 clusters Score -675331.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -675439.750000 Penalty: 3011.499756
	Iteration 16Q: 3 clusters Score -675439.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -675557.625000 Penalty: 3011.499756
	Iteration 17Q: 3 clusters Score -675557.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -675703.187500 Penalty: 3011.499756
	Iteration 18Q: 3 clusters Score -675703.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -675859.312500 Penalty: 3011.499756
	Iteration 19Q: 3 clusters Score -675859.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -676033.187500 Penalty: 3011.499756
	Iteration 20F: 3 clusters Score -676033.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -676211.312500 Penalty: 3011.499756
	Iteration 21Q: 3 clusters Score -676211.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -676368.937500 Penalty: 3011.499756
	Iteration 22Q: 3 clusters Score -676368.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -676505.125000 Penalty: 3011.499756
	Iteration 23Q: 3 clusters Score -676505.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -676620.937500 Penalty: 3011.499756
	Iteration 24Q: 3 clusters Score -676620.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -676711.687500 Penalty: 3011.499756
	Iteration 25Q: 3 clusters Score -676711.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -676792.625000 Penalty: 3011.499756
	Iteration 26Q: 3 clusters Score -676792.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -676862.500000 Penalty: 3011.499756
	Iteration 27Q: 3 clusters Score -676862.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -676931.875000 Penalty: 3011.499756
	Iteration 28Q: 3 clusters Score -676931.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -676995.812500 Penalty: 3011.499756
	Iteration 29Q: 3 clusters Score -676995.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -677044.562500 Penalty: 3011.499756
	Iteration 30Q: 3 clusters Score -677044.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -677086.000000 Penalty: 3011.499756
	Iteration 31Q: 3 clusters Score -677086 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -677122.812500 Penalty: 3011.499756
	Iteration 32Q: 3 clusters Score -677122.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -677165.125000 Penalty: 3011.499756
	Iteration 33Q: 3 clusters Score -677165.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -677202.125000 Penalty: 3011.499756
	Iteration 34Q: 3 clusters Score -677202.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -677227.562500 Penalty: 3011.499756
	Iteration 35Q: 3 clusters Score -677227.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -677252.000000 Penalty: 3011.499756
	Iteration 36Q: 3 clusters Score -677252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -677274.062500 Penalty: 3011.499756
	Iteration 37Q: 3 clusters Score -677274.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -677287.125000 Penalty: 3011.499756
	Iteration 38Q: 3 clusters Score -677287.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -677300.125000 Penalty: 3011.499756
	Iteration 39Q: 3 clusters Score -677300.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -677311.187500 Penalty: 3011.499756
	Iteration 40F: 3 clusters Score -677311.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -677318.312500 Penalty: 3011.499756
	Iteration 41Q: 3 clusters Score -677318.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -677326.875000 Penalty: 3011.499756
	Iteration 42Q: 3 clusters Score -677326.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -677335.250000 Penalty: 3011.499756
	Iteration 43Q: 3 clusters Score -677335.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -677343.500000 Penalty: 3011.499756
	Iteration 44Q: 3 clusters Score -677343.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -677347.687500 Penalty: 3011.499756
	Iteration 45Q: 3 clusters Score -677347.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -677349.875000 Penalty: 3011.499756
	Iteration 46Q: 3 clusters Score -677349.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -677352.562500 Penalty: 3011.499756
	Iteration 47Q: 3 clusters Score -677352.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -677355.125000 Penalty: 3011.499756
	Iteration 48Q: 3 clusters Score -677355.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -677358.437500 Penalty: 3011.499756
	Iteration 49Q: 3 clusters Score -677358.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -677359.687500 Penalty: 3011.499756
	Iteration 50Q: 3 clusters Score -677359.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -677361.875000 Penalty: 3011.499756
	Iteration 51Q: 3 clusters Score -677361.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -677362.250000 Penalty: 3011.499756
	Iteration 52Q: 3 clusters Score -677362.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -677361.812500 Penalty: 3011.499756
	Iteration 53Q: 3 clusters Score -677361.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -677362.750000 Penalty: 3011.499756
	Iteration 54Q: 3 clusters Score -677362.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -677362.750000 Penalty: 3011.499756
	Iteration 55F: 3 clusters Score -677362.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Entering Unmasked Estep 
Score: -359383.406250 Penalty: 1416.623291
	Iteration 0F: 2 clusters Score -359383.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -354679.968750 Penalty: 2833.246582
	Iteration 0F: 3 clusters Score -354680 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -356107.062500 Penalty: 2833.246582
	Iteration 1F: 3 clusters Score -356107.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -356393.000000 Penalty: 2833.246582
	Iteration 2F: 3 clusters Score -356393 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -356626.437500 Penalty: 2833.246582
	Iteration 3F: 3 clusters Score -356626.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -356808.125000 Penalty: 2833.246582
	Iteration 4Q: 3 clusters Score -356808.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -356941.906250 Penalty: 2833.246582
	Iteration 5Q: 3 clusters Score -356941.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -357059.750000 Penalty: 2833.246582
	Iteration 6Q: 3 clusters Score -357059.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -357174.437500 Penalty: 2833.246582
	Iteration 7Q: 3 clusters Score -357174.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -357270.468750 Penalty: 2833.246582
	Iteration 8Q: 3 clusters Score -357270.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -357349.281250 Penalty: 2833.246582
	Iteration 9Q: 3 clusters Score -357349.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -357399.531250 Penalty: 2833.246582
	Iteration 10Q: 3 clusters Score -357399.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -357448.312500 Penalty: 2833.246582
	Iteration 11Q: 3 clusters Score -357448.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -357490.375000 Penalty: 2833.246582
	Iteration 12Q: 3 clusters Score -357490.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -357523.531250 Penalty: 2833.246582
	Iteration 13Q: 3 clusters Score -357523.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -357554.250000 Penalty: 2833.246582
	Iteration 14Q: 3 clusters Score -357554.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -357577.156250 Penalty: 2833.246582
	Iteration 15Q: 3 clusters Score -357577.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -357597.812500 Penalty: 2833.246582
	Iteration 16Q: 3 clusters Score -357597.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -357615.718750 Penalty: 2833.246582
	Iteration 17Q: 3 clusters Score -357615.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -357629.343750 Penalty: 2833.246582
	Iteration 18Q: 3 clusters Score -357629.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -357645.000000 Penalty: 2833.246582
	Iteration 19Q: 3 clusters Score -357645 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -357670.156250 Penalty: 2833.246582
	Iteration 20F: 3 clusters Score -357670.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -357687.656250 Penalty: 2833.246582
	Iteration 21Q: 3 clusters Score -357687.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -357704.406250 Penalty: 2833.246582
	Iteration 22Q: 3 clusters Score -357704.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -357717.437500 Penalty: 2833.246582
	Iteration 23Q: 3 clusters Score -357717.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -357732.156250 Penalty: 2833.246582
	Iteration 24Q: 3 clusters Score -357732.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -357749.781250 Penalty: 2833.246582
	Iteration 25Q: 3 clusters Score -357749.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -357763.031250 Penalty: 2833.246582
	Iteration 26Q: 3 clusters Score -357763 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -357775.562500 Penalty: 2833.246582
	Iteration 27Q: 3 clusters Score -357775.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -357789.593750 Penalty: 2833.246582
	Iteration 28Q: 3 clusters Score -357789.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -357801.593750 Penalty: 2833.246582
	Iteration 29Q: 3 clusters Score -357801.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -357815.406250 Penalty: 2833.246582
	Iteration 30Q: 3 clusters Score -357815.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -357831.062500 Penalty: 2833.246582
	Iteration 31Q: 3 clusters Score -357831.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -357848.875000 Penalty: 2833.246582
	Iteration 32Q: 3 clusters Score -357848.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -357859.250000 Penalty: 2833.246582
	Iteration 33Q: 3 clusters Score -357859.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -357872.593750 Penalty: 2833.246582
	Iteration 34Q: 3 clusters Score -357872.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -357885.531250 Penalty: 2833.246582
	Iteration 35Q: 3 clusters Score -357885.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -357900.468750 Penalty: 2833.246582
	Iteration 36Q: 3 clusters Score -357900.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -357913.437500 Penalty: 2833.246582
	Iteration 37Q: 3 clusters Score -357913.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -357924.500000 Penalty: 2833.246582
	Iteration 38Q: 3 clusters Score -357924.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -357941.781250 Penalty: 2833.246582
	Iteration 39Q: 3 clusters Score -357941.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -357953.687500 Penalty: 2833.246582
	Iteration 40F: 3 clusters Score -357953.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -357961.156250 Penalty: 2833.246582
	Iteration 41Q: 3 clusters Score -357961.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -357969.906250 Penalty: 2833.246582
	Iteration 42Q: 3 clusters Score -357969.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -357977.625000 Penalty: 2833.246582
	Iteration 43Q: 3 clusters Score -357977.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -357982.468750 Penalty: 2833.246582
	Iteration 44Q: 3 clusters Score -357982.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -357988.218750 Penalty: 2833.246582
	Iteration 45Q: 3 clusters Score -357988.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -357994.531250 Penalty: 2833.246582
	Iteration 46Q: 3 clusters Score -357994.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -358000.375000 Penalty: 2833.246582
	Iteration 47Q: 3 clusters Score -358000.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -358003.718750 Penalty: 2833.246582
	Iteration 48Q: 3 clusters Score -358003.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -358007.656250 Penalty: 2833.246582
	Iteration 49Q: 3 clusters Score -358007.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -358013.750000 Penalty: 2833.246582
	Iteration 50Q: 3 clusters Score -358013.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -358022.687500 Penalty: 2833.246582
	Iteration 51Q: 3 clusters Score -358022.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -358030.468750 Penalty: 2833.246582
	Iteration 52Q: 3 clusters Score -358030.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -358037.187500 Penalty: 2833.246582
	Iteration 53Q: 3 clusters Score -358037.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -358044.718750 Penalty: 2833.246582
	Iteration 54Q: 3 clusters Score -358044.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -358052.562500 Penalty: 2833.246582
	Iteration 55Q: 3 clusters Score -358052.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -358058.406250 Penalty: 2833.246582
	Iteration 56Q: 3 clusters Score -358058.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -358067.218750 Penalty: 2833.246582
	Iteration 57Q: 3 clusters Score -358067.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -358074.343750 Penalty: 2833.246582
	Iteration 58Q: 3 clusters Score -358074.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -358080.843750 Penalty: 2833.246582
	Iteration 59Q: 3 clusters Score -358080.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -358090.625000 Penalty: 2833.246582
	Iteration 60F: 3 clusters Score -358090.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -358099.375000 Penalty: 2833.246582
	Iteration 61Q: 3 clusters Score -358099.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -358104.843750 Penalty: 2833.246582
	Iteration 62Q: 3 clusters Score -358104.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -358111.343750 Penalty: 2833.246582
	Iteration 63Q: 3 clusters Score -358111.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -358117.343750 Penalty: 2833.246582
	Iteration 64Q: 3 clusters Score -358117.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -358122.843750 Penalty: 2833.246582
	Iteration 65Q: 3 clusters Score -358122.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -358128.843750 Penalty: 2833.246582
	Iteration 66Q: 3 clusters Score -358128.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -358133.062500 Penalty: 2833.246582
	Iteration 67Q: 3 clusters Score -358133.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -358134.562500 Penalty: 2833.246582
	Iteration 68Q: 3 clusters Score -358134.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -358135.906250 Penalty: 2833.246582
	Iteration 69Q: 3 clusters Score -358135.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -358137.125000 Penalty: 2833.246582
	Iteration 70Q: 3 clusters Score -358137.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -358138.093750 Penalty: 2833.246582
	Iteration 71Q: 3 clusters Score -358138.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -358140.281250 Penalty: 2833.246582
	Iteration 72Q: 3 clusters Score -358140.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -358142.625000 Penalty: 2833.246582
	Iteration 73Q: 3 clusters Score -358142.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -358145.875000 Penalty: 2833.246582
	Iteration 74Q: 3 clusters Score -358145.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -358149.375000 Penalty: 2833.246582
	Iteration 75Q: 3 clusters Score -358149.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -358153.312500 Penalty: 2833.246582
	Iteration 76Q: 3 clusters Score -358153.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -358156.343750 Penalty: 2833.246582
	Iteration 77Q: 3 clusters Score -358156.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -358158.562500 Penalty: 2833.246582
	Iteration 78Q: 3 clusters Score -358158.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -358159.125000 Penalty: 2833.246582
	Iteration 79Q: 3 clusters Score -358159.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -358160.531250 Penalty: 2833.246582
	Iteration 80F: 3 clusters Score -358160.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -358162.656250 Penalty: 2833.246582
	Iteration 81Q: 3 clusters Score -358162.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -358166.843750 Penalty: 2833.246582
	Iteration 82Q: 3 clusters Score -358166.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -358167.468750 Penalty: 2833.246582
	Iteration 83Q: 3 clusters Score -358167.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -358168.687500 Penalty: 2833.246582
	Iteration 84Q: 3 clusters Score -358168.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -358168.687500 Penalty: 2833.246582
	Iteration 85F: 3 clusters Score -358168.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Entering Unmasked Estep 
Score: -1178238.375000 Penalty: 1603.274414
	Iteration 0F: 2 clusters Score -1178238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1165004.375000 Penalty: 3206.548828
	Iteration 0F: 3 clusters Score -1165004 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1169991.250000 Penalty: 3206.548828
	Iteration 1F: 3 clusters Score -1169991 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1170420.750000 Penalty: 3206.548828
	Iteration 2F: 3 clusters Score -1170421 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1170817.500000 Penalty: 3206.548828
	Iteration 3F: 3 clusters Score -1170818 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1171209.250000 Penalty: 3206.548828
	Iteration 4Q: 3 clusters Score -1171209 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1171678.625000 Penalty: 3206.548828
	Iteration 5Q: 3 clusters Score -1171679 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1172342.000000 Penalty: 3206.548828
	Iteration 6F: 3 clusters Score -1172342 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1173121.000000 Penalty: 3206.548828
	Iteration 7F: 3 clusters Score -1173121 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1173960.875000 Penalty: 3206.548828
	Iteration 8F: 3 clusters Score -1173961 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1174716.250000 Penalty: 3206.548828
	Iteration 9Q: 3 clusters Score -1174716 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1175373.625000 Penalty: 3206.548828
	Iteration 10Q: 3 clusters Score -1175374 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1175845.250000 Penalty: 3206.548828
	Iteration 11Q: 3 clusters Score -1175845 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1176178.250000 Penalty: 3206.548828
	Iteration 12Q: 3 clusters Score -1176178 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1176375.625000 Penalty: 3206.548828
	Iteration 13Q: 3 clusters Score -1176376 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1176500.250000 Penalty: 3206.548828
	Iteration 14Q: 3 clusters Score -1176500 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1176612.875000 Penalty: 3206.548828
	Iteration 15Q: 3 clusters Score -1176613 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1176700.375000 Penalty: 3206.548828
	Iteration 16Q: 3 clusters Score -1176700 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1176771.875000 Penalty: 3206.548828
	Iteration 17Q: 3 clusters Score -1176772 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1176828.375000 Penalty: 3206.548828
	Iteration 18Q: 3 clusters Score -1176828 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1176860.500000 Penalty: 3206.548828
	Iteration 19Q: 3 clusters Score -1176860 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1176886.750000 Penalty: 3206.548828
	Iteration 20F: 3 clusters Score -1176887 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1176906.875000 Penalty: 3206.548828
	Iteration 21Q: 3 clusters Score -1176907 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1176926.625000 Penalty: 3206.548828
	Iteration 22Q: 3 clusters Score -1176927 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1176939.750000 Penalty: 3206.548828
	Iteration 23Q: 3 clusters Score -1176940 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1176956.875000 Penalty: 3206.548828
	Iteration 24Q: 3 clusters Score -1176957 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1176978.375000 Penalty: 3206.548828
	Iteration 25Q: 3 clusters Score -1176978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1176989.125000 Penalty: 3206.548828
	Iteration 26Q: 3 clusters Score -1176989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1176991.375000 Penalty: 3206.548828
	Iteration 27Q: 3 clusters Score -1176991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1176999.750000 Penalty: 3206.548828
	Iteration 28Q: 3 clusters Score -1177000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1177003.500000 Penalty: 3206.548828
	Iteration 29Q: 3 clusters Score -1177004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1177013.375000 Penalty: 3206.548828
	Iteration 30Q: 3 clusters Score -1177013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1177017.500000 Penalty: 3206.548828
	Iteration 31Q: 3 clusters Score -1177018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1177024.125000 Penalty: 3206.548828
	Iteration 32Q: 3 clusters Score -1177024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1177025.875000 Penalty: 3206.548828
	Iteration 33Q: 3 clusters Score -1177026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1177031.625000 Penalty: 3206.548828
	Iteration 34Q: 3 clusters Score -1177032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1177031.625000 Penalty: 3206.548828
	Iteration 35Q: 3 clusters Score -1177032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1177041.000000 Penalty: 3206.548828
	Iteration 36Q: 3 clusters Score -1177041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1177041.125000 Penalty: 3206.548828
	Iteration 37Q: 3 clusters Score -1177041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1177041.875000 Penalty: 3206.548828
	Iteration 38Q: 3 clusters Score -1177042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1177044.250000 Penalty: 3206.548828
	Iteration 39Q: 3 clusters Score -1177044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1177047.875000 Penalty: 3206.548828
	Iteration 40F: 3 clusters Score -1177048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1177051.750000 Penalty: 3206.548828
	Iteration 41Q: 3 clusters Score -1177052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1177051.375000 Penalty: 3206.548828
	Iteration 42Q: 3 clusters Score -1177051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1177051.375000 Penalty: 3206.548828
	Iteration 43Q: 3 clusters Score -1177051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1177051.250000 Penalty: 3206.548828
	Iteration 44Q: 3 clusters Score -1177051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1177050.500000 Penalty: 3206.548828
	Iteration 45Q: 3 clusters Score -1177050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1177051.625000 Penalty: 3206.548828
	Iteration 46Q: 3 clusters Score -1177052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1177053.375000 Penalty: 3206.548828
	Iteration 47Q: 3 clusters Score -1177053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1177052.375000 Penalty: 3206.548828
	Iteration 48Q: 3 clusters Score -1177052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1177057.250000 Penalty: 3206.548828
	Iteration 49Q: 3 clusters Score -1177057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1177058.500000 Penalty: 3206.548828
	Iteration 50Q: 3 clusters Score -1177058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1177057.875000 Penalty: 3206.548828
	Iteration 51Q: 3 clusters Score -1177058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1177059.250000 Penalty: 3206.548828
	Iteration 52Q: 3 clusters Score -1177059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1177060.375000 Penalty: 3206.548828
	Iteration 53Q: 3 clusters Score -1177060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1177060.375000 Penalty: 3206.548828
	Iteration 54F: 3 clusters Score -1177060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (78205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78205 members 
Entering Unmasked Estep 
Score: -5006468.500000 Penalty: 1830.901978
	Iteration 0F: 2 clusters Score -5006468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -4953913.500000 Penalty: 3661.803955
	Iteration 0F: 3 clusters Score -4953914 nChanged 37118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -4975466.500000 Penalty: 3661.803955
	Iteration 1F: 3 clusters Score -4975466 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -4976038.000000 Penalty: 3661.803955
	Iteration 2Q: 3 clusters Score -4976038 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -4976769.500000 Penalty: 3661.803955
	Iteration 3Q: 3 clusters Score -4976770 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -4977500.000000 Penalty: 3661.803955
	Iteration 4Q: 3 clusters Score -4977500 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -4978361.000000 Penalty: 3661.803955
	Iteration 5Q: 3 clusters Score -4978361 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -4979377.500000 Penalty: 3661.803955
	Iteration 6Q: 3 clusters Score -4979378 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -4980670.500000 Penalty: 3661.803955
	Iteration 7Q: 3 clusters Score -4980670 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -4982454.000000 Penalty: 3661.803955
	Iteration 8Q: 3 clusters Score -4982454 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -4984918.000000 Penalty: 3661.803955
	Iteration 9F: 3 clusters Score -4984918 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -4988177.500000 Penalty: 3661.803955
	Iteration 10F: 3 clusters Score -4988178 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -4991234.500000 Penalty: 3661.803955
	Iteration 11F: 3 clusters Score -4991234 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -4992980.500000 Penalty: 3661.803955
	Iteration 12Q: 3 clusters Score -4992980 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -4993715.500000 Penalty: 3661.803955
	Iteration 13Q: 3 clusters Score -4993716 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -4994034.500000 Penalty: 3661.803955
	Iteration 14Q: 3 clusters Score -4994034 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -4994310.000000 Penalty: 3661.803955
	Iteration 15Q: 3 clusters Score -4994310 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -4994503.000000 Penalty: 3661.803955
	Iteration 16Q: 3 clusters Score -4994503 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -4994770.000000 Penalty: 3661.803955
	Iteration 17Q: 3 clusters Score -4994770 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54790 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -4995058.000000 Penalty: 3661.803955
	Iteration 18Q: 3 clusters Score -4995058 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -4995338.500000 Penalty: 3661.803955
	Iteration 19Q: 3 clusters Score -4995338 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57033 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -4995695.000000 Penalty: 3661.803955
	Iteration 20F: 3 clusters Score -4995695 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58198 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -4996013.000000 Penalty: 3661.803955
	Iteration 21Q: 3 clusters Score -4996013 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -4996407.500000 Penalty: 3661.803955
	Iteration 22Q: 3 clusters Score -4996408 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60615 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -4996761.000000 Penalty: 3661.803955
	Iteration 23Q: 3 clusters Score -4996761 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61808 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -4997217.000000 Penalty: 3661.803955
	Iteration 24Q: 3 clusters Score -4997217 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63062 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -4997688.500000 Penalty: 3661.803955
	Iteration 25Q: 3 clusters Score -4997688 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64384 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -4998268.500000 Penalty: 3661.803955
	Iteration 26Q: 3 clusters Score -4998268 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65720 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -4998892.500000 Penalty: 3661.803955
	Iteration 27Q: 3 clusters Score -4998892 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67086 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -4999599.500000 Penalty: 3661.803955
	Iteration 28Q: 3 clusters Score -4999600 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68325 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -5000235.500000 Penalty: 3661.803955
	Iteration 29Q: 3 clusters Score -5000236 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69571 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -5000954.000000 Penalty: 3661.803955
	Iteration 30Q: 3 clusters Score -5000954 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70728 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -5001620.000000 Penalty: 3661.803955
	Iteration 31Q: 3 clusters Score -5001620 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71784 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -5002261.500000 Penalty: 3661.803955
	Iteration 32Q: 3 clusters Score -5002262 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72685 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -5002817.000000 Penalty: 3661.803955
	Iteration 33Q: 3 clusters Score -5002817 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73478 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -5003353.500000 Penalty: 3661.803955
	Iteration 34Q: 3 clusters Score -5003354 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74155 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -5003829.500000 Penalty: 3661.803955
	Iteration 35Q: 3 clusters Score -5003830 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74698 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -5004188.000000 Penalty: 3661.803955
	Iteration 36Q: 3 clusters Score -5004188 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75147 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -5004438.500000 Penalty: 3661.803955
	Iteration 37Q: 3 clusters Score -5004438 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75474 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5004596.000000 Penalty: 3661.803955
	Iteration 38Q: 3 clusters Score -5004596 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75705 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -5004719.500000 Penalty: 3661.803955
	Iteration 39Q: 3 clusters Score -5004720 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75929 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5004827.000000 Penalty: 3661.803955
	Iteration 40F: 3 clusters Score -5004827 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76132 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5004906.500000 Penalty: 3661.803955
	Iteration 41Q: 3 clusters Score -5004906 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76281 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5004958.500000 Penalty: 3661.803955
	Iteration 42Q: 3 clusters Score -5004958 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76407 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5005005.000000 Penalty: 3661.803955
	Iteration 43Q: 3 clusters Score -5005005 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76511 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5005032.500000 Penalty: 3661.803955
	Iteration 44Q: 3 clusters Score -5005032 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76596 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5005070.500000 Penalty: 3661.803955
	Iteration 45Q: 3 clusters Score -5005070 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76658 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5005092.500000 Penalty: 3661.803955
	Iteration 46Q: 3 clusters Score -5005092 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76704 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5005102.500000 Penalty: 3661.803955
	Iteration 47Q: 3 clusters Score -5005102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76744 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5005115.000000 Penalty: 3661.803955
	Iteration 48Q: 3 clusters Score -5005115 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76780 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5005122.000000 Penalty: 3661.803955
	Iteration 49Q: 3 clusters Score -5005122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76817 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5005131.500000 Penalty: 3661.803955
	Iteration 50Q: 3 clusters Score -5005132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76842 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5005136.500000 Penalty: 3661.803955
	Iteration 51Q: 3 clusters Score -5005136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76862 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5005147.000000 Penalty: 3661.803955
	Iteration 52Q: 3 clusters Score -5005147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76886 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5005151.000000 Penalty: 3661.803955
	Iteration 53Q: 3 clusters Score -5005151 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76906 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5005152.500000 Penalty: 3661.803955
	Iteration 54Q: 3 clusters Score -5005152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76930 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5005160.000000 Penalty: 3661.803955
	Iteration 55Q: 3 clusters Score -5005160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76949 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5005175.000000 Penalty: 3661.803955
	Iteration 56Q: 3 clusters Score -5005175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76966 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5005175.000000 Penalty: 3661.803955
	Iteration 57Q: 3 clusters Score -5005175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76978 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5005178.000000 Penalty: 3661.803955
	Iteration 58Q: 3 clusters Score -5005178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76990 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5005179.500000 Penalty: 3661.803955
	Iteration 59Q: 3 clusters Score -5005180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77003 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5005179.000000 Penalty: 3661.803955
	Iteration 60F: 3 clusters Score -5005179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77012 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5005187.500000 Penalty: 3661.803955
	Iteration 61Q: 3 clusters Score -5005188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5005179.500000 Penalty: 3661.803955
	Iteration 62Q: 3 clusters Score -5005180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77024 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5005183.000000 Penalty: 3661.803955
	Iteration 63Q: 3 clusters Score -5005183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77029 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5005185.000000 Penalty: 3661.803955
	Iteration 64Q: 3 clusters Score -5005185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77033 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5005176.500000 Penalty: 3661.803955
	Iteration 65Q: 3 clusters Score -5005176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77038 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5005188.000000 Penalty: 3661.803955
	Iteration 66Q: 3 clusters Score -5005188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5005187.000000 Penalty: 3661.803955
	Iteration 67Q: 3 clusters Score -5005187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5005188.000000 Penalty: 3661.803955
	Iteration 68Q: 3 clusters Score -5005188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5005190.500000 Penalty: 3661.803955
	Iteration 69Q: 3 clusters Score -5005190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5005190.500000 Penalty: 3661.803955
	Iteration 70F: 3 clusters Score -5005190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -123970.117188 Penalty: 1239.871094
	Iteration 0F: 2 clusters Score -123970.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -121826.046875 Penalty: 2479.742188
	Iteration 0F: 3 clusters Score -121826 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -122291.468750 Penalty: 2479.742188
	Iteration 1F: 3 clusters Score -122291.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -122421.773438 Penalty: 2479.742188
	Iteration 2F: 3 clusters Score -122421.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -122476.859375 Penalty: 2479.742188
	Iteration 3Q: 3 clusters Score -122476.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -122520.335938 Penalty: 2479.742188
	Iteration 4Q: 3 clusters Score -122520.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -122545.289062 Penalty: 2479.742188
	Iteration 5Q: 3 clusters Score -122545.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -122565.117188 Penalty: 2479.742188
	Iteration 6Q: 3 clusters Score -122565.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -122586.710938 Penalty: 2479.742188
	Iteration 7Q: 3 clusters Score -122586.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -122600.234375 Penalty: 2479.742188
	Iteration 8Q: 3 clusters Score -122600.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -122610.718750 Penalty: 2479.742188
	Iteration 9Q: 3 clusters Score -122610.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -122615.515625 Penalty: 2479.742188
	Iteration 10Q: 3 clusters Score -122615.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -122621.835938 Penalty: 2479.742188
	Iteration 11Q: 3 clusters Score -122621.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -122631.273438 Penalty: 2479.742188
	Iteration 12Q: 3 clusters Score -122631.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -122639.750000 Penalty: 2479.742188
	Iteration 13Q: 3 clusters Score -122639.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -122648.390625 Penalty: 2479.742188
	Iteration 14Q: 3 clusters Score -122648.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -122653.757812 Penalty: 2479.742188
	Iteration 15Q: 3 clusters Score -122653.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -122655.304688 Penalty: 2479.742188
	Iteration 16Q: 3 clusters Score -122655.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -122658.382812 Penalty: 2479.742188
	Iteration 17Q: 3 clusters Score -122658.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -122661.812500 Penalty: 2479.742188
	Iteration 18Q: 3 clusters Score -122661.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -122665.367188 Penalty: 2479.742188
	Iteration 19Q: 3 clusters Score -122665.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -122673.640625 Penalty: 2479.742188
	Iteration 20F: 3 clusters Score -122673.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -122683.523438 Penalty: 2479.742188
	Iteration 21Q: 3 clusters Score -122683.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -122689.609375 Penalty: 2479.742188
	Iteration 22Q: 3 clusters Score -122689.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -122692.976562 Penalty: 2479.742188
	Iteration 23Q: 3 clusters Score -122693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -122697.281250 Penalty: 2479.742188
	Iteration 24Q: 3 clusters Score -122697.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -122700.648438 Penalty: 2479.742188
	Iteration 25Q: 3 clusters Score -122700.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -122704.859375 Penalty: 2479.742188
	Iteration 26Q: 3 clusters Score -122704.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -122710.859375 Penalty: 2479.742188
	Iteration 27Q: 3 clusters Score -122710.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -122714.703125 Penalty: 2479.742188
	Iteration 28Q: 3 clusters Score -122714.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -122719.726562 Penalty: 2479.742188
	Iteration 29Q: 3 clusters Score -122719.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -122722.968750 Penalty: 2479.742188
	Iteration 30Q: 3 clusters Score -122723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -122727.273438 Penalty: 2479.742188
	Iteration 31Q: 3 clusters Score -122727.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -122730.171875 Penalty: 2479.742188
	Iteration 32Q: 3 clusters Score -122730.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -122734.476562 Penalty: 2479.742188
	Iteration 33Q: 3 clusters Score -122734.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -122737.453125 Penalty: 2479.742188
	Iteration 34Q: 3 clusters Score -122737.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -122739.289062 Penalty: 2479.742188
	Iteration 35Q: 3 clusters Score -122739.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -122740.578125 Penalty: 2479.742188
	Iteration 36Q: 3 clusters Score -122740.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -122742.312500 Penalty: 2479.742188
	Iteration 37Q: 3 clusters Score -122742.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -122743.398438 Penalty: 2479.742188
	Iteration 38Q: 3 clusters Score -122743.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -122744.359375 Penalty: 2479.742188
	Iteration 39Q: 3 clusters Score -122744.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -122744.359375 Penalty: 2479.742188
	Iteration 40F: 3 clusters Score -122744.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Entering Unmasked Estep 
Score: -289312.343750 Penalty: 1369.039551
	Iteration 0F: 2 clusters Score -289312.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -285594.593750 Penalty: 2738.079102
	Iteration 0F: 3 clusters Score -285594.6 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -286549.843750 Penalty: 2738.079102
	Iteration 1F: 3 clusters Score -286549.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -286691.500000 Penalty: 2738.079102
	Iteration 2F: 3 clusters Score -286691.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -286775.531250 Penalty: 2738.079102
	Iteration 3Q: 3 clusters Score -286775.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -286831.375000 Penalty: 2738.079102
	Iteration 4Q: 3 clusters Score -286831.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -286872.093750 Penalty: 2738.079102
	Iteration 5Q: 3 clusters Score -286872.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -286902.718750 Penalty: 2738.079102
	Iteration 6Q: 3 clusters Score -286902.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -286936.093750 Penalty: 2738.079102
	Iteration 7Q: 3 clusters Score -286936.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -286961.656250 Penalty: 2738.079102
	Iteration 8Q: 3 clusters Score -286961.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -286981.781250 Penalty: 2738.079102
	Iteration 9Q: 3 clusters Score -286981.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -287002.531250 Penalty: 2738.079102
	Iteration 10Q: 3 clusters Score -287002.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -287029.093750 Penalty: 2738.079102
	Iteration 11Q: 3 clusters Score -287029.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -287055.250000 Penalty: 2738.079102
	Iteration 12Q: 3 clusters Score -287055.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -287085.125000 Penalty: 2738.079102
	Iteration 13Q: 3 clusters Score -287085.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -287116.218750 Penalty: 2738.079102
	Iteration 14Q: 3 clusters Score -287116.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -287147.406250 Penalty: 2738.079102
	Iteration 15Q: 3 clusters Score -287147.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -287182.687500 Penalty: 2738.079102
	Iteration 16Q: 3 clusters Score -287182.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -287232.906250 Penalty: 2738.079102
	Iteration 17Q: 3 clusters Score -287232.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -287290.250000 Penalty: 2738.079102
	Iteration 18Q: 3 clusters Score -287290.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -287377.031250 Penalty: 2738.079102
	Iteration 19Q: 3 clusters Score -287377 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -287470.312500 Penalty: 2738.079102
	Iteration 20F: 3 clusters Score -287470.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -287544.156250 Penalty: 2738.079102
	Iteration 21Q: 3 clusters Score -287544.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -287621.312500 Penalty: 2738.079102
	Iteration 22Q: 3 clusters Score -287621.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -287689.093750 Penalty: 2738.079102
	Iteration 23Q: 3 clusters Score -287689.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -287745.625000 Penalty: 2738.079102
	Iteration 24Q: 3 clusters Score -287745.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -287803.812500 Penalty: 2738.079102
	Iteration 25Q: 3 clusters Score -287803.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -287862.531250 Penalty: 2738.079102
	Iteration 26Q: 3 clusters Score -287862.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -287921.687500 Penalty: 2738.079102
	Iteration 27Q: 3 clusters Score -287921.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -287971.468750 Penalty: 2738.079102
	Iteration 28Q: 3 clusters Score -287971.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -288007.156250 Penalty: 2738.079102
	Iteration 29Q: 3 clusters Score -288007.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -288030.781250 Penalty: 2738.079102
	Iteration 30Q: 3 clusters Score -288030.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -288045.437500 Penalty: 2738.079102
	Iteration 31Q: 3 clusters Score -288045.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -288057.625000 Penalty: 2738.079102
	Iteration 32Q: 3 clusters Score -288057.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -288065.375000 Penalty: 2738.079102
	Iteration 33Q: 3 clusters Score -288065.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -288070.218750 Penalty: 2738.079102
	Iteration 34Q: 3 clusters Score -288070.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -288073.781250 Penalty: 2738.079102
	Iteration 35Q: 3 clusters Score -288073.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -288076.718750 Penalty: 2738.079102
	Iteration 36Q: 3 clusters Score -288076.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -288083.375000 Penalty: 2738.079102
	Iteration 37Q: 3 clusters Score -288083.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -288089.437500 Penalty: 2738.079102
	Iteration 38Q: 3 clusters Score -288089.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -288094.500000 Penalty: 2738.079102
	Iteration 39Q: 3 clusters Score -288094.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -288097.500000 Penalty: 2738.079102
	Iteration 40F: 3 clusters Score -288097.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -288100.187500 Penalty: 2738.079102
	Iteration 41Q: 3 clusters Score -288100.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -288101.218750 Penalty: 2738.079102
	Iteration 42Q: 3 clusters Score -288101.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -288102.093750 Penalty: 2738.079102
	Iteration 43Q: 3 clusters Score -288102.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -288102.093750 Penalty: 2738.079102
	Iteration 44F: 3 clusters Score -288102.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Entering Unmasked Estep 
Score: -693814.375000 Penalty: 1520.181030
	Iteration 0F: 2 clusters Score -693814.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -685562.000000 Penalty: 3040.362061
	Iteration 0F: 3 clusters Score -685562 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -688381.750000 Penalty: 3040.362061
	Iteration 1F: 3 clusters Score -688381.8 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -688700.125000 Penalty: 3040.362061
	Iteration 2F: 3 clusters Score -688700.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -688996.687500 Penalty: 3040.362061
	Iteration 3F: 3 clusters Score -688996.7 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -689280.187500 Penalty: 3040.362061
	Iteration 4Q: 3 clusters Score -689280.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -689580.625000 Penalty: 3040.362061
	Iteration 5Q: 3 clusters Score -689580.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -689896.250000 Penalty: 3040.362061
	Iteration 6F: 3 clusters Score -689896.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -690242.250000 Penalty: 3040.362061
	Iteration 7F: 3 clusters Score -690242.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -690653.375000 Penalty: 3040.362061
	Iteration 8F: 3 clusters Score -690653.4 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -691077.562500 Penalty: 3040.362061
	Iteration 9F: 3 clusters Score -691077.6 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -691547.812500 Penalty: 3040.362061
	Iteration 10F: 3 clusters Score -691547.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -691914.187500 Penalty: 3040.362061
	Iteration 11Q: 3 clusters Score -691914.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -692194.437500 Penalty: 3040.362061
	Iteration 12Q: 3 clusters Score -692194.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -692484.000000 Penalty: 3040.362061
	Iteration 13Q: 3 clusters Score -692484 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -692735.687500 Penalty: 3040.362061
	Iteration 14Q: 3 clusters Score -692735.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -692857.500000 Penalty: 3040.362061
	Iteration 15Q: 3 clusters Score -692857.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -692922.125000 Penalty: 3040.362061
	Iteration 16Q: 3 clusters Score -692922.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -692959.687500 Penalty: 3040.362061
	Iteration 17Q: 3 clusters Score -692959.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -692987.125000 Penalty: 3040.362061
	Iteration 18Q: 3 clusters Score -692987.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -693013.937500 Penalty: 3040.362061
	Iteration 19Q: 3 clusters Score -693013.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -693035.750000 Penalty: 3040.362061
	Iteration 20F: 3 clusters Score -693035.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -693063.875000 Penalty: 3040.362061
	Iteration 21Q: 3 clusters Score -693063.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -693090.687500 Penalty: 3040.362061
	Iteration 22Q: 3 clusters Score -693090.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -693114.562500 Penalty: 3040.362061
	Iteration 23Q: 3 clusters Score -693114.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -693132.500000 Penalty: 3040.362061
	Iteration 24Q: 3 clusters Score -693132.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -693148.437500 Penalty: 3040.362061
	Iteration 25Q: 3 clusters Score -693148.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -693157.812500 Penalty: 3040.362061
	Iteration 26Q: 3 clusters Score -693157.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -693167.812500 Penalty: 3040.362061
	Iteration 27Q: 3 clusters Score -693167.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -693182.312500 Penalty: 3040.362061
	Iteration 28Q: 3 clusters Score -693182.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -693192.937500 Penalty: 3040.362061
	Iteration 29Q: 3 clusters Score -693192.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -693201.000000 Penalty: 3040.362061
	Iteration 30Q: 3 clusters Score -693201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -693207.000000 Penalty: 3040.362061
	Iteration 31Q: 3 clusters Score -693207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -693213.250000 Penalty: 3040.362061
	Iteration 32Q: 3 clusters Score -693213.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -693219.812500 Penalty: 3040.362061
	Iteration 33Q: 3 clusters Score -693219.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -693223.312500 Penalty: 3040.362061
	Iteration 34Q: 3 clusters Score -693223.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -693224.562500 Penalty: 3040.362061
	Iteration 35Q: 3 clusters Score -693224.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -693225.875000 Penalty: 3040.362061
	Iteration 36Q: 3 clusters Score -693225.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -693226.000000 Penalty: 3040.362061
	Iteration 37Q: 3 clusters Score -693226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -693228.375000 Penalty: 3040.362061
	Iteration 38Q: 3 clusters Score -693228.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -693228.000000 Penalty: 3040.362061
	Iteration 39Q: 3 clusters Score -693228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -693230.437500 Penalty: 3040.362061
	Iteration 40F: 3 clusters Score -693230.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -693232.437500 Penalty: 3040.362061
	Iteration 41Q: 3 clusters Score -693232.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -693233.812500 Penalty: 3040.362061
	Iteration 42Q: 3 clusters Score -693233.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -693233.375000 Penalty: 3040.362061
	Iteration 43Q: 3 clusters Score -693233.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -693233.687500 Penalty: 3040.362061
	Iteration 44Q: 3 clusters Score -693233.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -693234.250000 Penalty: 3040.362061
	Iteration 45Q: 3 clusters Score -693234.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -693236.062500 Penalty: 3040.362061
	Iteration 46Q: 3 clusters Score -693236.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -693235.562500 Penalty: 3040.362061
	Iteration 47Q: 3 clusters Score -693235.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -693235.562500 Penalty: 3040.362061
	Iteration 48F: 3 clusters Score -693235.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Entering Unmasked Estep 
Score: -905800.562500 Penalty: 1563.691162
	Iteration 0F: 2 clusters Score -905800.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -895374.437500 Penalty: 3127.382324
	Iteration 0F: 3 clusters Score -895374.4 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -898964.750000 Penalty: 3127.382324
	Iteration 1F: 3 clusters Score -898964.8 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -899324.375000 Penalty: 3127.382324
	Iteration 2F: 3 clusters Score -899324.4 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -899709.812500 Penalty: 3127.382324
	Iteration 3F: 3 clusters Score -899709.8 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -900149.250000 Penalty: 3127.382324
	Iteration 4F: 3 clusters Score -900149.2 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -900659.812500 Penalty: 3127.382324
	Iteration 5F: 3 clusters Score -900659.8 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -901253.000000 Penalty: 3127.382324
	Iteration 6F: 3 clusters Score -901253 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -901788.937500 Penalty: 3127.382324
	Iteration 7F: 3 clusters Score -901788.9 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -902226.437500 Penalty: 3127.382324
	Iteration 8Q: 3 clusters Score -902226.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -902526.125000 Penalty: 3127.382324
	Iteration 9Q: 3 clusters Score -902526.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -902735.875000 Penalty: 3127.382324
	Iteration 10Q: 3 clusters Score -902735.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -902886.750000 Penalty: 3127.382324
	Iteration 11Q: 3 clusters Score -902886.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -903006.250000 Penalty: 3127.382324
	Iteration 12Q: 3 clusters Score -903006.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -903113.375000 Penalty: 3127.382324
	Iteration 13Q: 3 clusters Score -903113.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -903203.687500 Penalty: 3127.382324
	Iteration 14Q: 3 clusters Score -903203.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -903283.812500 Penalty: 3127.382324
	Iteration 15Q: 3 clusters Score -903283.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -903368.750000 Penalty: 3127.382324
	Iteration 16Q: 3 clusters Score -903368.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -903453.000000 Penalty: 3127.382324
	Iteration 17Q: 3 clusters Score -903453 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -903515.437500 Penalty: 3127.382324
	Iteration 18Q: 3 clusters Score -903515.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -903566.000000 Penalty: 3127.382324
	Iteration 19Q: 3 clusters Score -903566 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -903602.000000 Penalty: 3127.382324
	Iteration 20F: 3 clusters Score -903602 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -903627.250000 Penalty: 3127.382324
	Iteration 21Q: 3 clusters Score -903627.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -903654.937500 Penalty: 3127.382324
	Iteration 22Q: 3 clusters Score -903654.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -903683.562500 Penalty: 3127.382324
	Iteration 23Q: 3 clusters Score -903683.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -903718.000000 Penalty: 3127.382324
	Iteration 24Q: 3 clusters Score -903718 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -903751.375000 Penalty: 3127.382324
	Iteration 25Q: 3 clusters Score -903751.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -903780.562500 Penalty: 3127.382324
	Iteration 26Q: 3 clusters Score -903780.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -903811.937500 Penalty: 3127.382324
	Iteration 27Q: 3 clusters Score -903811.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -903843.500000 Penalty: 3127.382324
	Iteration 28Q: 3 clusters Score -903843.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -903882.187500 Penalty: 3127.382324
	Iteration 29Q: 3 clusters Score -903882.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -903920.875000 Penalty: 3127.382324
	Iteration 30Q: 3 clusters Score -903920.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -903961.500000 Penalty: 3127.382324
	Iteration 31Q: 3 clusters Score -903961.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -904001.562500 Penalty: 3127.382324
	Iteration 32Q: 3 clusters Score -904001.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -904045.875000 Penalty: 3127.382324
	Iteration 33Q: 3 clusters Score -904045.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -904078.125000 Penalty: 3127.382324
	Iteration 34Q: 3 clusters Score -904078.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -904112.750000 Penalty: 3127.382324
	Iteration 35Q: 3 clusters Score -904112.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -904154.250000 Penalty: 3127.382324
	Iteration 36Q: 3 clusters Score -904154.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -904190.250000 Penalty: 3127.382324
	Iteration 37Q: 3 clusters Score -904190.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -904232.437500 Penalty: 3127.382324
	Iteration 38Q: 3 clusters Score -904232.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -904268.062500 Penalty: 3127.382324
	Iteration 39Q: 3 clusters Score -904268.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -904298.000000 Penalty: 3127.382324
	Iteration 40F: 3 clusters Score -904298 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -904320.437500 Penalty: 3127.382324
	Iteration 41Q: 3 clusters Score -904320.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -904343.625000 Penalty: 3127.382324
	Iteration 42Q: 3 clusters Score -904343.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -904368.125000 Penalty: 3127.382324
	Iteration 43Q: 3 clusters Score -904368.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -904384.062500 Penalty: 3127.382324
	Iteration 44Q: 3 clusters Score -904384.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -904405.125000 Penalty: 3127.382324
	Iteration 45Q: 3 clusters Score -904405.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -904426.000000 Penalty: 3127.382324
	Iteration 46Q: 3 clusters Score -904426 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -904440.500000 Penalty: 3127.382324
	Iteration 47Q: 3 clusters Score -904440.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -904455.375000 Penalty: 3127.382324
	Iteration 48Q: 3 clusters Score -904455.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -904462.937500 Penalty: 3127.382324
	Iteration 49Q: 3 clusters Score -904462.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -904473.687500 Penalty: 3127.382324
	Iteration 50Q: 3 clusters Score -904473.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -904484.312500 Penalty: 3127.382324
	Iteration 51Q: 3 clusters Score -904484.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -904491.875000 Penalty: 3127.382324
	Iteration 52Q: 3 clusters Score -904491.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -904494.125000 Penalty: 3127.382324
	Iteration 53Q: 3 clusters Score -904494.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -904497.937500 Penalty: 3127.382324
	Iteration 54Q: 3 clusters Score -904497.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -904502.062500 Penalty: 3127.382324
	Iteration 55Q: 3 clusters Score -904502.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -904506.812500 Penalty: 3127.382324
	Iteration 56Q: 3 clusters Score -904506.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -904511.750000 Penalty: 3127.382324
	Iteration 57Q: 3 clusters Score -904511.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -904518.562500 Penalty: 3127.382324
	Iteration 58Q: 3 clusters Score -904518.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -904524.375000 Penalty: 3127.382324
	Iteration 59Q: 3 clusters Score -904524.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -904531.625000 Penalty: 3127.382324
	Iteration 60F: 3 clusters Score -904531.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -904532.562500 Penalty: 3127.382324
	Iteration 61Q: 3 clusters Score -904532.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -904540.187500 Penalty: 3127.382324
	Iteration 62Q: 3 clusters Score -904540.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -904539.437500 Penalty: 3127.382324
	Iteration 63Q: 3 clusters Score -904539.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -904540.250000 Penalty: 3127.382324
	Iteration 64Q: 3 clusters Score -904540.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -904539.062500 Penalty: 3127.382324
	Iteration 65Q: 3 clusters Score -904539.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -904540.312500 Penalty: 3127.382324
	Iteration 66Q: 3 clusters Score -904540.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -904540.000000 Penalty: 3127.382324
	Iteration 67Q: 3 clusters Score -904540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -904542.000000 Penalty: 3127.382324
	Iteration 68Q: 3 clusters Score -904542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -904543.000000 Penalty: 3127.382324
	Iteration 69Q: 3 clusters Score -904543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -904544.250000 Penalty: 3127.382324
	Iteration 70Q: 3 clusters Score -904544.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -904544.625000 Penalty: 3127.382324
	Iteration 71Q: 3 clusters Score -904544.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -904543.625000 Penalty: 3127.382324
	Iteration 72Q: 3 clusters Score -904543.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -904545.312500 Penalty: 3127.382324
	Iteration 73Q: 3 clusters Score -904545.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -904545.937500 Penalty: 3127.382324
	Iteration 74Q: 3 clusters Score -904545.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -904545.437500 Penalty: 3127.382324
	Iteration 75Q: 3 clusters Score -904545.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -904545.875000 Penalty: 3127.382324
	Iteration 76Q: 3 clusters Score -904545.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -904545.875000 Penalty: 3127.382324
	Iteration 77F: 3 clusters Score -904545.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49711 members 
Entering Unmasked Estep 
Score: -3073509.500000 Penalty: 1757.271973
	Iteration 0F: 2 clusters Score -3073510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -3040283.500000 Penalty: 3514.543945
	Iteration 0F: 3 clusters Score -3040284 nChanged 23208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -3053650.750000 Penalty: 3514.543945
	Iteration 1F: 3 clusters Score -3053651 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -3054345.500000 Penalty: 3514.543945
	Iteration 2Q: 3 clusters Score -3054346 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -3055294.750000 Penalty: 3514.543945
	Iteration 3Q: 3 clusters Score -3055295 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -3056435.750000 Penalty: 3514.543945
	Iteration 4F: 3 clusters Score -3056436 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -3057932.750000 Penalty: 3514.543945
	Iteration 5F: 3 clusters Score -3057933 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -3059768.500000 Penalty: 3514.543945
	Iteration 6F: 3 clusters Score -3059768 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -3062055.500000 Penalty: 3514.543945
	Iteration 7F: 3 clusters Score -3062056 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -3064478.500000 Penalty: 3514.543945
	Iteration 8F: 3 clusters Score -3064478 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -3066852.250000 Penalty: 3514.543945
	Iteration 9F: 3 clusters Score -3066852 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -3068931.750000 Penalty: 3514.543945
	Iteration 10Q: 3 clusters Score -3068932 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3070345.000000 Penalty: 3514.543945
	Iteration 11Q: 3 clusters Score -3070345 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3071295.500000 Penalty: 3514.543945
	Iteration 12Q: 3 clusters Score -3071296 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3071808.500000 Penalty: 3514.543945
	Iteration 13Q: 3 clusters Score -3071808 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3072093.500000 Penalty: 3514.543945
	Iteration 14Q: 3 clusters Score -3072094 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3072274.000000 Penalty: 3514.543945
	Iteration 15Q: 3 clusters Score -3072274 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3072355.750000 Penalty: 3514.543945
	Iteration 16Q: 3 clusters Score -3072356 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3072402.000000 Penalty: 3514.543945
	Iteration 17Q: 3 clusters Score -3072402 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3072420.500000 Penalty: 3514.543945
	Iteration 18Q: 3 clusters Score -3072420 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3072438.500000 Penalty: 3514.543945
	Iteration 19Q: 3 clusters Score -3072438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3072458.250000 Penalty: 3514.543945
	Iteration 20F: 3 clusters Score -3072458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3072468.750000 Penalty: 3514.543945
	Iteration 21Q: 3 clusters Score -3072469 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3072483.250000 Penalty: 3514.543945
	Iteration 22Q: 3 clusters Score -3072483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3072489.750000 Penalty: 3514.543945
	Iteration 23Q: 3 clusters Score -3072490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3072496.250000 Penalty: 3514.543945
	Iteration 24Q: 3 clusters Score -3072496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3072495.000000 Penalty: 3514.543945
	Iteration 25Q: 3 clusters Score -3072495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3072509.500000 Penalty: 3514.543945
	Iteration 26Q: 3 clusters Score -3072510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3072508.250000 Penalty: 3514.543945
	Iteration 27Q: 3 clusters Score -3072508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3072511.750000 Penalty: 3514.543945
	Iteration 28Q: 3 clusters Score -3072512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3072511.000000 Penalty: 3514.543945
	Iteration 29Q: 3 clusters Score -3072511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3072517.250000 Penalty: 3514.543945
	Iteration 30Q: 3 clusters Score -3072517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3072516.750000 Penalty: 3514.543945
	Iteration 31Q: 3 clusters Score -3072517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3072521.000000 Penalty: 3514.543945
	Iteration 32Q: 3 clusters Score -3072521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3072527.250000 Penalty: 3514.543945
	Iteration 33Q: 3 clusters Score -3072527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3072523.250000 Penalty: 3514.543945
	Iteration 34Q: 3 clusters Score -3072523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3072530.000000 Penalty: 3514.543945
	Iteration 35Q: 3 clusters Score -3072530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3072529.750000 Penalty: 3514.543945
	Iteration 36Q: 3 clusters Score -3072530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3072529.250000 Penalty: 3514.543945
	Iteration 37Q: 3 clusters Score -3072529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3072535.750000 Penalty: 3514.543945
	Iteration 38Q: 3 clusters Score -3072536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3072537.250000 Penalty: 3514.543945
	Iteration 39Q: 3 clusters Score -3072537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3072539.500000 Penalty: 3514.543945
	Iteration 40F: 3 clusters Score -3072540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3072541.500000 Penalty: 3514.543945
	Iteration 41Q: 3 clusters Score -3072542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3072539.250000 Penalty: 3514.543945
	Iteration 42Q: 3 clusters Score -3072539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3072539.250000 Penalty: 3514.543945
	Iteration 43F: 3 clusters Score -3072539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Entering Unmasked Estep 
Score: -310164.500000 Penalty: 1379.696289
	Iteration 0F: 2 clusters Score -310164.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -306177.281250 Penalty: 2759.392578
	Iteration 0F: 3 clusters Score -306177.3 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -307207.125000 Penalty: 2759.392578
	Iteration 1F: 3 clusters Score -307207.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -307383.312500 Penalty: 2759.392578
	Iteration 2F: 3 clusters Score -307383.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -307500.656250 Penalty: 2759.392578
	Iteration 3F: 3 clusters Score -307500.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -307597.625000 Penalty: 2759.392578
	Iteration 4Q: 3 clusters Score -307597.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -307680.843750 Penalty: 2759.392578
	Iteration 5Q: 3 clusters Score -307680.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -307745.968750 Penalty: 2759.392578
	Iteration 6Q: 3 clusters Score -307746 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -307793.281250 Penalty: 2759.392578
	Iteration 7Q: 3 clusters Score -307793.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -307834.093750 Penalty: 2759.392578
	Iteration 8Q: 3 clusters Score -307834.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -307877.625000 Penalty: 2759.392578
	Iteration 9Q: 3 clusters Score -307877.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -307916.093750 Penalty: 2759.392578
	Iteration 10Q: 3 clusters Score -307916.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -307949.562500 Penalty: 2759.392578
	Iteration 11Q: 3 clusters Score -307949.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -307979.031250 Penalty: 2759.392578
	Iteration 12Q: 3 clusters Score -307979 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -308016.937500 Penalty: 2759.392578
	Iteration 13Q: 3 clusters Score -308016.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -308059.937500 Penalty: 2759.392578
	Iteration 14Q: 3 clusters Score -308059.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -308122.093750 Penalty: 2759.392578
	Iteration 15Q: 3 clusters Score -308122.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -308184.843750 Penalty: 2759.392578
	Iteration 16Q: 3 clusters Score -308184.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -308257.343750 Penalty: 2759.392578
	Iteration 17Q: 3 clusters Score -308257.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -308329.406250 Penalty: 2759.392578
	Iteration 18Q: 3 clusters Score -308329.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -308401.937500 Penalty: 2759.392578
	Iteration 19Q: 3 clusters Score -308401.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -308473.593750 Penalty: 2759.392578
	Iteration 20F: 3 clusters Score -308473.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -308535.125000 Penalty: 2759.392578
	Iteration 21Q: 3 clusters Score -308535.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -308590.937500 Penalty: 2759.392578
	Iteration 22Q: 3 clusters Score -308590.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -308637.187500 Penalty: 2759.392578
	Iteration 23Q: 3 clusters Score -308637.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -308678.343750 Penalty: 2759.392578
	Iteration 24Q: 3 clusters Score -308678.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -308712.781250 Penalty: 2759.392578
	Iteration 25Q: 3 clusters Score -308712.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -308738.343750 Penalty: 2759.392578
	Iteration 26Q: 3 clusters Score -308738.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -308763.593750 Penalty: 2759.392578
	Iteration 27Q: 3 clusters Score -308763.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -308796.875000 Penalty: 2759.392578
	Iteration 28Q: 3 clusters Score -308796.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -308828.906250 Penalty: 2759.392578
	Iteration 29Q: 3 clusters Score -308828.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -308848.406250 Penalty: 2759.392578
	Iteration 30Q: 3 clusters Score -308848.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -308863.562500 Penalty: 2759.392578
	Iteration 31Q: 3 clusters Score -308863.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -308874.593750 Penalty: 2759.392578
	Iteration 32Q: 3 clusters Score -308874.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -308880.281250 Penalty: 2759.392578
	Iteration 33Q: 3 clusters Score -308880.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -308882.718750 Penalty: 2759.392578
	Iteration 34Q: 3 clusters Score -308882.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -308885.375000 Penalty: 2759.392578
	Iteration 35Q: 3 clusters Score -308885.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -308890.000000 Penalty: 2759.392578
	Iteration 36Q: 3 clusters Score -308890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -308894.406250 Penalty: 2759.392578
	Iteration 37Q: 3 clusters Score -308894.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -308899.750000 Penalty: 2759.392578
	Iteration 38Q: 3 clusters Score -308899.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -308908.906250 Penalty: 2759.392578
	Iteration 39Q: 3 clusters Score -308908.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -308915.625000 Penalty: 2759.392578
	Iteration 40F: 3 clusters Score -308915.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -308920.937500 Penalty: 2759.392578
	Iteration 41Q: 3 clusters Score -308920.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -308923.656250 Penalty: 2759.392578
	Iteration 42Q: 3 clusters Score -308923.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -308927.750000 Penalty: 2759.392578
	Iteration 43Q: 3 clusters Score -308927.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -308930.437500 Penalty: 2759.392578
	Iteration 44Q: 3 clusters Score -308930.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -308933.656250 Penalty: 2759.392578
	Iteration 45Q: 3 clusters Score -308933.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -308935.906250 Penalty: 2759.392578
	Iteration 46Q: 3 clusters Score -308935.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -308935.812500 Penalty: 2759.392578
	Iteration 47Q: 3 clusters Score -308935.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -308935.812500 Penalty: 2759.392578
	Iteration 48F: 3 clusters Score -308935.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Entering Unmasked Estep 
Score: -112042.296875 Penalty: 1241.285522
	Iteration 0F: 2 clusters Score -112042.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -109897.093750 Penalty: 2482.571045
	Iteration 0F: 3 clusters Score -109897.1 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -110421.851562 Penalty: 2482.571045
	Iteration 1F: 3 clusters Score -110421.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -110583.429688 Penalty: 2482.571045
	Iteration 2F: 3 clusters Score -110583.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -110724.054688 Penalty: 2482.571045
	Iteration 3F: 3 clusters Score -110724.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -110850.531250 Penalty: 2482.571045
	Iteration 4F: 3 clusters Score -110850.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -110970.085938 Penalty: 2482.571045
	Iteration 5F: 3 clusters Score -110970.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -111067.804688 Penalty: 2482.571045
	Iteration 6Q: 3 clusters Score -111067.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -111142.492188 Penalty: 2482.571045
	Iteration 7Q: 3 clusters Score -111142.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -111198.781250 Penalty: 2482.571045
	Iteration 8Q: 3 clusters Score -111198.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -111249.296875 Penalty: 2482.571045
	Iteration 9Q: 3 clusters Score -111249.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -111283.007812 Penalty: 2482.571045
	Iteration 10Q: 3 clusters Score -111283 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -111306.359375 Penalty: 2482.571045
	Iteration 11Q: 3 clusters Score -111306.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -111327.890625 Penalty: 2482.571045
	Iteration 12Q: 3 clusters Score -111327.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -111339.281250 Penalty: 2482.571045
	Iteration 13Q: 3 clusters Score -111339.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -111349.234375 Penalty: 2482.571045
	Iteration 14Q: 3 clusters Score -111349.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -111357.671875 Penalty: 2482.571045
	Iteration 15Q: 3 clusters Score -111357.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -111370.000000 Penalty: 2482.571045
	Iteration 16Q: 3 clusters Score -111370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -111377.960938 Penalty: 2482.571045
	Iteration 17Q: 3 clusters Score -111378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -111382.976562 Penalty: 2482.571045
	Iteration 18Q: 3 clusters Score -111383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -111384.781250 Penalty: 2482.571045
	Iteration 19Q: 3 clusters Score -111384.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -111384.781250 Penalty: 2482.571045
	Iteration 20F: 3 clusters Score -111384.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Entering Unmasked Estep 
Score: -309626.031250 Penalty: 1386.591309
	Iteration 0F: 2 clusters Score -309626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -305591.093750 Penalty: 2773.182617
	Iteration 0F: 3 clusters Score -305591.1 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -306805.093750 Penalty: 2773.182617
	Iteration 1F: 3 clusters Score -306805.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -307039.937500 Penalty: 2773.182617
	Iteration 2F: 3 clusters Score -307039.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -307205.187500 Penalty: 2773.182617
	Iteration 3F: 3 clusters Score -307205.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -307325.781250 Penalty: 2773.182617
	Iteration 4Q: 3 clusters Score -307325.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -307426.843750 Penalty: 2773.182617
	Iteration 5Q: 3 clusters Score -307426.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -307508.093750 Penalty: 2773.182617
	Iteration 6Q: 3 clusters Score -307508.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -307579.437500 Penalty: 2773.182617
	Iteration 7Q: 3 clusters Score -307579.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -307651.187500 Penalty: 2773.182617
	Iteration 8Q: 3 clusters Score -307651.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -307711.406250 Penalty: 2773.182617
	Iteration 9Q: 3 clusters Score -307711.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -307755.562500 Penalty: 2773.182617
	Iteration 10Q: 3 clusters Score -307755.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -307786.812500 Penalty: 2773.182617
	Iteration 11Q: 3 clusters Score -307786.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -307811.906250 Penalty: 2773.182617
	Iteration 12Q: 3 clusters Score -307811.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -307826.562500 Penalty: 2773.182617
	Iteration 13Q: 3 clusters Score -307826.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -307839.437500 Penalty: 2773.182617
	Iteration 14Q: 3 clusters Score -307839.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -307846.906250 Penalty: 2773.182617
	Iteration 15Q: 3 clusters Score -307846.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -307855.906250 Penalty: 2773.182617
	Iteration 16Q: 3 clusters Score -307855.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -307863.437500 Penalty: 2773.182617
	Iteration 17Q: 3 clusters Score -307863.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -307869.437500 Penalty: 2773.182617
	Iteration 18Q: 3 clusters Score -307869.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -307874.562500 Penalty: 2773.182617
	Iteration 19Q: 3 clusters Score -307874.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -307880.781250 Penalty: 2773.182617
	Iteration 20F: 3 clusters Score -307880.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -307890.093750 Penalty: 2773.182617
	Iteration 21Q: 3 clusters Score -307890.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -307896.156250 Penalty: 2773.182617
	Iteration 22Q: 3 clusters Score -307896.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -307901.843750 Penalty: 2773.182617
	Iteration 23Q: 3 clusters Score -307901.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -307909.375000 Penalty: 2773.182617
	Iteration 24Q: 3 clusters Score -307909.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -307914.531250 Penalty: 2773.182617
	Iteration 25Q: 3 clusters Score -307914.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -307919.500000 Penalty: 2773.182617
	Iteration 26Q: 3 clusters Score -307919.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -307924.093750 Penalty: 2773.182617
	Iteration 27Q: 3 clusters Score -307924.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -307928.437500 Penalty: 2773.182617
	Iteration 28Q: 3 clusters Score -307928.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -307933.375000 Penalty: 2773.182617
	Iteration 29Q: 3 clusters Score -307933.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -307938.718750 Penalty: 2773.182617
	Iteration 30Q: 3 clusters Score -307938.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -307944.250000 Penalty: 2773.182617
	Iteration 31Q: 3 clusters Score -307944.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -307949.125000 Penalty: 2773.182617
	Iteration 32Q: 3 clusters Score -307949.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -307956.125000 Penalty: 2773.182617
	Iteration 33Q: 3 clusters Score -307956.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -307965.375000 Penalty: 2773.182617
	Iteration 34Q: 3 clusters Score -307965.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -307972.312500 Penalty: 2773.182617
	Iteration 35Q: 3 clusters Score -307972.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -307979.187500 Penalty: 2773.182617
	Iteration 36Q: 3 clusters Score -307979.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -307987.562500 Penalty: 2773.182617
	Iteration 37Q: 3 clusters Score -307987.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -308000.968750 Penalty: 2773.182617
	Iteration 38Q: 3 clusters Score -308001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -308013.312500 Penalty: 2773.182617
	Iteration 39Q: 3 clusters Score -308013.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -308023.218750 Penalty: 2773.182617
	Iteration 40F: 3 clusters Score -308023.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -308034.312500 Penalty: 2773.182617
	Iteration 41Q: 3 clusters Score -308034.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -308043.656250 Penalty: 2773.182617
	Iteration 42Q: 3 clusters Score -308043.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -308051.687500 Penalty: 2773.182617
	Iteration 43Q: 3 clusters Score -308051.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -308059.843750 Penalty: 2773.182617
	Iteration 44Q: 3 clusters Score -308059.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -308066.437500 Penalty: 2773.182617
	Iteration 45Q: 3 clusters Score -308066.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -308073.000000 Penalty: 2773.182617
	Iteration 46Q: 3 clusters Score -308073 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -308082.375000 Penalty: 2773.182617
	Iteration 47Q: 3 clusters Score -308082.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -308095.312500 Penalty: 2773.182617
	Iteration 48Q: 3 clusters Score -308095.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -308110.156250 Penalty: 2773.182617
	Iteration 49Q: 3 clusters Score -308110.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -308122.593750 Penalty: 2773.182617
	Iteration 50Q: 3 clusters Score -308122.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -308133.250000 Penalty: 2773.182617
	Iteration 51Q: 3 clusters Score -308133.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -308143.406250 Penalty: 2773.182617
	Iteration 52Q: 3 clusters Score -308143.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -308155.625000 Penalty: 2773.182617
	Iteration 53Q: 3 clusters Score -308155.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -308168.968750 Penalty: 2773.182617
	Iteration 54Q: 3 clusters Score -308169 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -308183.062500 Penalty: 2773.182617
	Iteration 55Q: 3 clusters Score -308183.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -308201.375000 Penalty: 2773.182617
	Iteration 56Q: 3 clusters Score -308201.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -308227.625000 Penalty: 2773.182617
	Iteration 57Q: 3 clusters Score -308227.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -308261.281250 Penalty: 2773.182617
	Iteration 58Q: 3 clusters Score -308261.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -308295.187500 Penalty: 2773.182617
	Iteration 59Q: 3 clusters Score -308295.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -308332.812500 Penalty: 2773.182617
	Iteration 60F: 3 clusters Score -308332.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -308371.593750 Penalty: 2773.182617
	Iteration 61Q: 3 clusters Score -308371.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -308394.906250 Penalty: 2773.182617
	Iteration 62Q: 3 clusters Score -308394.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -308411.687500 Penalty: 2773.182617
	Iteration 63Q: 3 clusters Score -308411.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -308431.093750 Penalty: 2773.182617
	Iteration 64Q: 3 clusters Score -308431.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -308456.187500 Penalty: 2773.182617
	Iteration 65Q: 3 clusters Score -308456.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -308478.562500 Penalty: 2773.182617
	Iteration 66Q: 3 clusters Score -308478.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -308494.781250 Penalty: 2773.182617
	Iteration 67Q: 3 clusters Score -308494.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -308508.625000 Penalty: 2773.182617
	Iteration 68Q: 3 clusters Score -308508.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -308515.312500 Penalty: 2773.182617
	Iteration 69Q: 3 clusters Score -308515.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -308521.250000 Penalty: 2773.182617
	Iteration 70Q: 3 clusters Score -308521.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -308523.656250 Penalty: 2773.182617
	Iteration 71Q: 3 clusters Score -308523.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -308525.593750 Penalty: 2773.182617
	Iteration 72Q: 3 clusters Score -308525.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -308527.937500 Penalty: 2773.182617
	Iteration 73Q: 3 clusters Score -308527.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -308530.250000 Penalty: 2773.182617
	Iteration 74Q: 3 clusters Score -308530.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -308531.937500 Penalty: 2773.182617
	Iteration 75Q: 3 clusters Score -308531.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -308534.906250 Penalty: 2773.182617
	Iteration 76Q: 3 clusters Score -308534.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -308537.375000 Penalty: 2773.182617
	Iteration 77Q: 3 clusters Score -308537.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -308541.093750 Penalty: 2773.182617
	Iteration 78Q: 3 clusters Score -308541.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -308542.343750 Penalty: 2773.182617
	Iteration 79Q: 3 clusters Score -308542.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -308544.218750 Penalty: 2773.182617
	Iteration 80F: 3 clusters Score -308544.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -308545.593750 Penalty: 2773.182617
	Iteration 81Q: 3 clusters Score -308545.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -308547.875000 Penalty: 2773.182617
	Iteration 82Q: 3 clusters Score -308547.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -308550.531250 Penalty: 2773.182617
	Iteration 83Q: 3 clusters Score -308550.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -308552.656250 Penalty: 2773.182617
	Iteration 84Q: 3 clusters Score -308552.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -308556.093750 Penalty: 2773.182617
	Iteration 85Q: 3 clusters Score -308556.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -308559.500000 Penalty: 2773.182617
	Iteration 86Q: 3 clusters Score -308559.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -308561.750000 Penalty: 2773.182617
	Iteration 87Q: 3 clusters Score -308561.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -308562.625000 Penalty: 2773.182617
	Iteration 88Q: 3 clusters Score -308562.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -308562.812500 Penalty: 2773.182617
	Iteration 89Q: 3 clusters Score -308562.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -308562.968750 Penalty: 2773.182617
	Iteration 90Q: 3 clusters Score -308563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -308563.406250 Penalty: 2773.182617
	Iteration 91Q: 3 clusters Score -308563.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -308563.656250 Penalty: 2773.182617
	Iteration 92Q: 3 clusters Score -308563.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -308563.656250 Penalty: 2773.182617
	Iteration 93F: 3 clusters Score -308563.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Entering Unmasked Estep 
Score: -1348773.375000 Penalty: 1614.033203
	Iteration 0F: 2 clusters Score -1348773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1334678.500000 Penalty: 3228.066406
	Iteration 0F: 3 clusters Score -1334678 nChanged 9307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1339866.000000 Penalty: 3228.066406
	Iteration 1F: 3 clusters Score -1339866 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1340243.875000 Penalty: 3228.066406
	Iteration 2Q: 3 clusters Score -1340244 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1340605.625000 Penalty: 3228.066406
	Iteration 3Q: 3 clusters Score -1340606 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1341004.125000 Penalty: 3228.066406
	Iteration 4Q: 3 clusters Score -1341004 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1341466.250000 Penalty: 3228.066406
	Iteration 5Q: 3 clusters Score -1341466 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1342008.625000 Penalty: 3228.066406
	Iteration 6F: 3 clusters Score -1342009 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1342597.750000 Penalty: 3228.066406
	Iteration 7F: 3 clusters Score -1342598 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1343202.125000 Penalty: 3228.066406
	Iteration 8F: 3 clusters Score -1343202 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1343800.000000 Penalty: 3228.066406
	Iteration 9Q: 3 clusters Score -1343800 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1344405.875000 Penalty: 3228.066406
	Iteration 10Q: 3 clusters Score -1344406 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1344937.000000 Penalty: 3228.066406
	Iteration 11Q: 3 clusters Score -1344937 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1345326.750000 Penalty: 3228.066406
	Iteration 12Q: 3 clusters Score -1345327 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1345557.125000 Penalty: 3228.066406
	Iteration 13Q: 3 clusters Score -1345557 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1345701.750000 Penalty: 3228.066406
	Iteration 14Q: 3 clusters Score -1345702 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1345830.000000 Penalty: 3228.066406
	Iteration 15Q: 3 clusters Score -1345830 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1345974.000000 Penalty: 3228.066406
	Iteration 16Q: 3 clusters Score -1345974 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1346123.125000 Penalty: 3228.066406
	Iteration 17Q: 3 clusters Score -1346123 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1346290.125000 Penalty: 3228.066406
	Iteration 18Q: 3 clusters Score -1346290 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1346446.125000 Penalty: 3228.066406
	Iteration 19Q: 3 clusters Score -1346446 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1346612.750000 Penalty: 3228.066406
	Iteration 20F: 3 clusters Score -1346613 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1346757.625000 Penalty: 3228.066406
	Iteration 21Q: 3 clusters Score -1346758 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1346887.625000 Penalty: 3228.066406
	Iteration 22Q: 3 clusters Score -1346888 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1347013.375000 Penalty: 3228.066406
	Iteration 23Q: 3 clusters Score -1347013 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1347114.000000 Penalty: 3228.066406
	Iteration 24Q: 3 clusters Score -1347114 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1347192.125000 Penalty: 3228.066406
	Iteration 25Q: 3 clusters Score -1347192 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1347253.000000 Penalty: 3228.066406
	Iteration 26Q: 3 clusters Score -1347253 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1347297.500000 Penalty: 3228.066406
	Iteration 27Q: 3 clusters Score -1347298 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1347330.625000 Penalty: 3228.066406
	Iteration 28Q: 3 clusters Score -1347331 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1347369.000000 Penalty: 3228.066406
	Iteration 29Q: 3 clusters Score -1347369 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1347388.875000 Penalty: 3228.066406
	Iteration 30Q: 3 clusters Score -1347389 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1347406.250000 Penalty: 3228.066406
	Iteration 31Q: 3 clusters Score -1347406 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1347420.125000 Penalty: 3228.066406
	Iteration 32Q: 3 clusters Score -1347420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1347429.750000 Penalty: 3228.066406
	Iteration 33Q: 3 clusters Score -1347430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1347436.500000 Penalty: 3228.066406
	Iteration 34Q: 3 clusters Score -1347436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1347441.625000 Penalty: 3228.066406
	Iteration 35Q: 3 clusters Score -1347442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1347446.875000 Penalty: 3228.066406
	Iteration 36Q: 3 clusters Score -1347447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1347451.875000 Penalty: 3228.066406
	Iteration 37Q: 3 clusters Score -1347452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1347455.500000 Penalty: 3228.066406
	Iteration 38Q: 3 clusters Score -1347456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1347457.250000 Penalty: 3228.066406
	Iteration 39Q: 3 clusters Score -1347457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1347461.875000 Penalty: 3228.066406
	Iteration 40F: 3 clusters Score -1347462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1347469.125000 Penalty: 3228.066406
	Iteration 41Q: 3 clusters Score -1347469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1347474.500000 Penalty: 3228.066406
	Iteration 42Q: 3 clusters Score -1347474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1347480.125000 Penalty: 3228.066406
	Iteration 43Q: 3 clusters Score -1347480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1347484.000000 Penalty: 3228.066406
	Iteration 44Q: 3 clusters Score -1347484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1347484.625000 Penalty: 3228.066406
	Iteration 45Q: 3 clusters Score -1347485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1347487.000000 Penalty: 3228.066406
	Iteration 46Q: 3 clusters Score -1347487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1347489.375000 Penalty: 3228.066406
	Iteration 47Q: 3 clusters Score -1347489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1347490.875000 Penalty: 3228.066406
	Iteration 48Q: 3 clusters Score -1347491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1347490.875000 Penalty: 3228.066406
	Iteration 49F: 3 clusters Score -1347491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Entering Unmasked Estep 
Score: -90116.125000 Penalty: 1194.875732
	Iteration 0F: 2 clusters Score -90116.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -88292.359375 Penalty: 2389.751465
	Iteration 0F: 3 clusters Score -88292.36 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -88655.156250 Penalty: 2389.751465
	Iteration 1F: 3 clusters Score -88655.16 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -88747.718750 Penalty: 2389.751465
	Iteration 2F: 3 clusters Score -88747.72 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -88792.929688 Penalty: 2389.751465
	Iteration 3Q: 3 clusters Score -88792.93 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -88825.078125 Penalty: 2389.751465
	Iteration 4Q: 3 clusters Score -88825.08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -88858.500000 Penalty: 2389.751465
	Iteration 5Q: 3 clusters Score -88858.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -88881.632812 Penalty: 2389.751465
	Iteration 6Q: 3 clusters Score -88881.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -88898.914062 Penalty: 2389.751465
	Iteration 7Q: 3 clusters Score -88898.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -88913.031250 Penalty: 2389.751465
	Iteration 8Q: 3 clusters Score -88913.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -88923.109375 Penalty: 2389.751465
	Iteration 9Q: 3 clusters Score -88923.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -88936.890625 Penalty: 2389.751465
	Iteration 10Q: 3 clusters Score -88936.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -88948.375000 Penalty: 2389.751465
	Iteration 11Q: 3 clusters Score -88948.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -88959.250000 Penalty: 2389.751465
	Iteration 12Q: 3 clusters Score -88959.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -88962.625000 Penalty: 2389.751465
	Iteration 13Q: 3 clusters Score -88962.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -88967.960938 Penalty: 2389.751465
	Iteration 14Q: 3 clusters Score -88967.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -88974.953125 Penalty: 2389.751465
	Iteration 15Q: 3 clusters Score -88974.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -88981.273438 Penalty: 2389.751465
	Iteration 16Q: 3 clusters Score -88981.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -88988.226562 Penalty: 2389.751465
	Iteration 17Q: 3 clusters Score -88988.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -88995.781250 Penalty: 2389.751465
	Iteration 18Q: 3 clusters Score -88995.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -89001.359375 Penalty: 2389.751465
	Iteration 19Q: 3 clusters Score -89001.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -89010.046875 Penalty: 2389.751465
	Iteration 20F: 3 clusters Score -89010.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -89017.703125 Penalty: 2389.751465
	Iteration 21Q: 3 clusters Score -89017.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -89022.718750 Penalty: 2389.751465
	Iteration 22Q: 3 clusters Score -89022.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -89027.523438 Penalty: 2389.751465
	Iteration 23Q: 3 clusters Score -89027.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -89029.531250 Penalty: 2389.751465
	Iteration 24Q: 3 clusters Score -89029.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -89033.257812 Penalty: 2389.751465
	Iteration 25Q: 3 clusters Score -89033.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -89036.960938 Penalty: 2389.751465
	Iteration 26Q: 3 clusters Score -89036.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -89043.171875 Penalty: 2389.751465
	Iteration 27Q: 3 clusters Score -89043.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -89048.820312 Penalty: 2389.751465
	Iteration 28Q: 3 clusters Score -89048.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -89053.039062 Penalty: 2389.751465
	Iteration 29Q: 3 clusters Score -89053.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -89059.476562 Penalty: 2389.751465
	Iteration 30Q: 3 clusters Score -89059.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -89068.656250 Penalty: 2389.751465
	Iteration 31Q: 3 clusters Score -89068.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -89076.570312 Penalty: 2389.751465
	Iteration 32Q: 3 clusters Score -89076.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -89089.484375 Penalty: 2389.751465
	Iteration 33Q: 3 clusters Score -89089.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -89100.937500 Penalty: 2389.751465
	Iteration 34Q: 3 clusters Score -89100.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -89118.976562 Penalty: 2389.751465
	Iteration 35Q: 3 clusters Score -89118.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -89129.992188 Penalty: 2389.751465
	Iteration 36Q: 3 clusters Score -89129.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -89139.140625 Penalty: 2389.751465
	Iteration 37Q: 3 clusters Score -89139.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -89149.046875 Penalty: 2389.751465
	Iteration 38Q: 3 clusters Score -89149.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -89158.578125 Penalty: 2389.751465
	Iteration 39Q: 3 clusters Score -89158.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -89166.156250 Penalty: 2389.751465
	Iteration 40F: 3 clusters Score -89166.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -89175.507812 Penalty: 2389.751465
	Iteration 41Q: 3 clusters Score -89175.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -89187.742188 Penalty: 2389.751465
	Iteration 42Q: 3 clusters Score -89187.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -89192.976562 Penalty: 2389.751465
	Iteration 43Q: 3 clusters Score -89192.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -89200.273438 Penalty: 2389.751465
	Iteration 44Q: 3 clusters Score -89200.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -89215.335938 Penalty: 2389.751465
	Iteration 45Q: 3 clusters Score -89215.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -89238.179688 Penalty: 2389.751465
	Iteration 46Q: 3 clusters Score -89238.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -89274.117188 Penalty: 2389.751465
	Iteration 47Q: 3 clusters Score -89274.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -89307.671875 Penalty: 2389.751465
	Iteration 48Q: 3 clusters Score -89307.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -89342.601562 Penalty: 2389.751465
	Iteration 49Q: 3 clusters Score -89342.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -89373.093750 Penalty: 2389.751465
	Iteration 50Q: 3 clusters Score -89373.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -89392.656250 Penalty: 2389.751465
	Iteration 51Q: 3 clusters Score -89392.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -89414.101562 Penalty: 2389.751465
	Iteration 52Q: 3 clusters Score -89414.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -89426.406250 Penalty: 2389.751465
	Iteration 53Q: 3 clusters Score -89426.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -89432.625000 Penalty: 2389.751465
	Iteration 54Q: 3 clusters Score -89432.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -89438.539062 Penalty: 2389.751465
	Iteration 55Q: 3 clusters Score -89438.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -89441.593750 Penalty: 2389.751465
	Iteration 56Q: 3 clusters Score -89441.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -89443.796875 Penalty: 2389.751465
	Iteration 57Q: 3 clusters Score -89443.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -89444.718750 Penalty: 2389.751465
	Iteration 58Q: 3 clusters Score -89444.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -89445.593750 Penalty: 2389.751465
	Iteration 59Q: 3 clusters Score -89445.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -89445.882812 Penalty: 2389.751465
	Iteration 60F: 3 clusters Score -89445.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Entering Unmasked Estep 
Score: -447761.250000 Penalty: 1456.617554
	Iteration 0F: 2 clusters Score -447761.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -442017.875000 Penalty: 2913.235107
	Iteration 0F: 3 clusters Score -442017.9 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -443975.187500 Penalty: 2913.235107
	Iteration 1F: 3 clusters Score -443975.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -444470.031250 Penalty: 2913.235107
	Iteration 2F: 3 clusters Score -444470 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -445017.187500 Penalty: 2913.235107
	Iteration 3F: 3 clusters Score -445017.2 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -445563.156250 Penalty: 2913.235107
	Iteration 4F: 3 clusters Score -445563.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -446059.125000 Penalty: 2913.235107
	Iteration 5F: 3 clusters Score -446059.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -446445.375000 Penalty: 2913.235107
	Iteration 6F: 3 clusters Score -446445.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -446755.375000 Penalty: 2913.235107
	Iteration 7Q: 3 clusters Score -446755.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -447028.781250 Penalty: 2913.235107
	Iteration 8Q: 3 clusters Score -447028.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -447279.500000 Penalty: 2913.235107
	Iteration 9Q: 3 clusters Score -447279.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -447497.062500 Penalty: 2913.235107
	Iteration 10Q: 3 clusters Score -447497.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -447628.250000 Penalty: 2913.235107
	Iteration 11Q: 3 clusters Score -447628.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -447684.937500 Penalty: 2913.235107
	Iteration 12Q: 3 clusters Score -447684.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -447700.937500 Penalty: 2913.235107
	Iteration 13Q: 3 clusters Score -447700.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -447708.687500 Penalty: 2913.235107
	Iteration 14Q: 3 clusters Score -447708.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -447710.062500 Penalty: 2913.235107
	Iteration 15Q: 3 clusters Score -447710.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -447711.375000 Penalty: 2913.235107
	Iteration 16Q: 3 clusters Score -447711.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -447712.125000 Penalty: 2913.235107
	Iteration 17Q: 3 clusters Score -447712.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -447713.156250 Penalty: 2913.235107
	Iteration 18Q: 3 clusters Score -447713.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -447713.156250 Penalty: 2913.235107
	Iteration 19F: 3 clusters Score -447713.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5513 members 
Mstep: Class 3 contains 15690 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 95246 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 6110 members 
Mstep: Class 8 contains 19270 members 
Mstep: Class 9 contains 78205 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11556 members 
Mstep: Class 13 contains 15104 members 
Mstep: Class 14 contains 49711 members 
Mstep: Class 15 contains 4868 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20589 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335608.000000 Penalty: 41578.109375
Iteration 279Q: 21 clusters Score -2.133561e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5513 members 
Mstep: Class 3 contains 15697 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 95236 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 6110 members 
Mstep: Class 8 contains 19269 members 
Mstep: Class 9 contains 78192 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 11552 members 
Mstep: Class 13 contains 15102 members 
Mstep: Class 14 contains 49710 members 
Mstep: Class 15 contains 4888 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20593 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335600.000000 Penalty: 41578.109375
Iteration 280F: 21 clusters Score -2.13356e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5513 members 
Mstep: Class 3 contains 15700 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 95223 members 
Mstep: Class 6 contains 10573 members 
Mstep: Class 7 contains 6110 members 
Mstep: Class 8 contains 19270 members 
Mstep: Class 9 contains 78177 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4558 members 
Mstep: Class 12 contains 11552 members 
Mstep: Class 13 contains 15104 members 
Mstep: Class 14 contains 49722 members 
Mstep: Class 15 contains 4897 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20594 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335596.000000 Penalty: 41578.109375
Iteration 281Q: 21 clusters Score -2.13356e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5513 members 
Mstep: Class 3 contains 15700 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 95210 members 
Mstep: Class 6 contains 10573 members 
Mstep: Class 7 contains 6110 members 
Mstep: Class 8 contains 19271 members 
Mstep: Class 9 contains 78161 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4556 members 
Mstep: Class 12 contains 11549 members 
Mstep: Class 13 contains 15105 members 
Mstep: Class 14 contains 49729 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20598 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335588.000000 Penalty: 41578.109375
Iteration 282Q: 21 clusters Score -2.133559e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5514 members 
Mstep: Class 3 contains 15700 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 95207 members 
Mstep: Class 6 contains 10573 members 
Mstep: Class 7 contains 6111 members 
Mstep: Class 8 contains 19271 members 
Mstep: Class 9 contains 78147 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4557 members 
Mstep: Class 12 contains 11547 members 
Mstep: Class 13 contains 15107 members 
Mstep: Class 14 contains 49728 members 
Mstep: Class 15 contains 4915 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20603 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335600.000000 Penalty: 41578.109375
Iteration 283Q: 21 clusters Score -2.13356e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5514 members 
Mstep: Class 3 contains 15704 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 95195 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 6111 members 
Mstep: Class 8 contains 19272 members 
Mstep: Class 9 contains 78142 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4556 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 15108 members 
Mstep: Class 14 contains 49728 members 
Mstep: Class 15 contains 4922 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20607 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335576.000000 Penalty: 41578.109375
Iteration 284Q: 21 clusters Score -2.133558e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5514 members 
Mstep: Class 3 contains 15705 members 
Mstep: Class 4 contains 3618 members 
Mstep: Class 5 contains 95197 members 
Mstep: Class 6 contains 10575 members 
Mstep: Class 7 contains 6109 members 
Mstep: Class 8 contains 19273 members 
Mstep: Class 9 contains 78129 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4557 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 15110 members 
Mstep: Class 14 contains 49734 members 
Mstep: Class 15 contains 4926 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20607 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335590.000000 Penalty: 41578.109375
Iteration 285Q: 21 clusters Score -2.133559e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5515 members 
Mstep: Class 3 contains 15705 members 
Mstep: Class 4 contains 3618 members 
Mstep: Class 5 contains 95195 members 
Mstep: Class 6 contains 10576 members 
Mstep: Class 7 contains 6108 members 
Mstep: Class 8 contains 19272 members 
Mstep: Class 9 contains 78123 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 11539 members 
Mstep: Class 13 contains 15112 members 
Mstep: Class 14 contains 49736 members 
Mstep: Class 15 contains 4927 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20609 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335616.000000 Penalty: 41578.109375
Iteration 286Q: 21 clusters Score -2.133562e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5516 members 
Mstep: Class 3 contains 15707 members 
Mstep: Class 4 contains 3619 members 
Mstep: Class 5 contains 95197 members 
Mstep: Class 6 contains 10575 members 
Mstep: Class 7 contains 6107 members 
Mstep: Class 8 contains 19271 members 
Mstep: Class 9 contains 78122 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 11538 members 
Mstep: Class 13 contains 15113 members 
Mstep: Class 14 contains 49737 members 
Mstep: Class 15 contains 4926 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20608 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335610.000000 Penalty: 41578.109375
Iteration 287Q: 21 clusters Score -2.133561e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5517 members 
Mstep: Class 3 contains 15709 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 95195 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 6107 members 
Mstep: Class 8 contains 19271 members 
Mstep: Class 9 contains 78124 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 15112 members 
Mstep: Class 14 contains 49739 members 
Mstep: Class 15 contains 4924 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20609 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335592.000000 Penalty: 41578.109375
Iteration 288Q: 21 clusters Score -2.133559e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5517 members 
Mstep: Class 3 contains 15712 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 95189 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 6107 members 
Mstep: Class 8 contains 19270 members 
Mstep: Class 9 contains 78125 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 15111 members 
Mstep: Class 14 contains 49739 members 
Mstep: Class 15 contains 4927 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20610 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335618.000000 Penalty: 41578.109375
Iteration 289Q: 21 clusters Score -2.133562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5517 members 
Mstep: Class 3 contains 15713 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 95188 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 6107 members 
Mstep: Class 8 contains 19271 members 
Mstep: Class 9 contains 78123 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 15111 members 
Mstep: Class 14 contains 49740 members 
Mstep: Class 15 contains 4929 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20610 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335612.000000 Penalty: 41578.109375
Iteration 290Q: 21 clusters Score -2.133561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5517 members 
Mstep: Class 3 contains 15713 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 95187 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 6107 members 
Mstep: Class 8 contains 19274 members 
Mstep: Class 9 contains 78121 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 11536 members 
Mstep: Class 13 contains 15111 members 
Mstep: Class 14 contains 49742 members 
Mstep: Class 15 contains 4929 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20609 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335590.000000 Penalty: 41578.109375
Iteration 291Q: 21 clusters Score -2.133559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5517 members 
Mstep: Class 3 contains 15713 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 95186 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 6107 members 
Mstep: Class 8 contains 19274 members 
Mstep: Class 9 contains 78122 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 11536 members 
Mstep: Class 13 contains 15111 members 
Mstep: Class 14 contains 49742 members 
Mstep: Class 15 contains 4929 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20609 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335590.000000 Penalty: 41578.109375
Iteration 292Q: 21 clusters Score -2.133559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5517 members 
Mstep: Class 3 contains 15713 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 95185 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 6107 members 
Mstep: Class 8 contains 19274 members 
Mstep: Class 9 contains 78122 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 11536 members 
Mstep: Class 13 contains 15111 members 
Mstep: Class 14 contains 49743 members 
Mstep: Class 15 contains 4929 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20609 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335592.000000 Penalty: 41578.109375
Iteration 293Q: 21 clusters Score -2.133559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5517 members 
Mstep: Class 3 contains 15713 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 95185 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 6107 members 
Mstep: Class 8 contains 19274 members 
Mstep: Class 9 contains 78122 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 11536 members 
Mstep: Class 13 contains 15111 members 
Mstep: Class 14 contains 49743 members 
Mstep: Class 15 contains 4929 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20609 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335592.000000 Penalty: 41578.109375
Iteration 294F: 21 clusters Score -2.133559e+07 nChanged 0
Entering ConstructFrom: 
Score: -21335592.000000 Penalty: 41578.109375
Entering ConstructFrom: 
Trying to split cluster 1 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -29271.449219 Penalty: 1034.271973
	Iteration 0F: 2 clusters Score -29271.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28166.292969 Penalty: 2068.543945
	Iteration 0F: 3 clusters Score -28166.29 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -28456.751953 Penalty: 2068.543945
	Iteration 1F: 3 clusters Score -28456.75 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -28590.595703 Penalty: 2068.543945
	Iteration 2F: 3 clusters Score -28590.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -28727.066406 Penalty: 2068.543945
	Iteration 3F: 3 clusters Score -28727.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -28938.542969 Penalty: 2068.543945
	Iteration 4F: 3 clusters Score -28938.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -29095.205078 Penalty: 2068.543945
	Iteration 5F: 3 clusters Score -29095.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -29199.439453 Penalty: 2068.543945
	Iteration 6Q: 3 clusters Score -29199.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -29260.816406 Penalty: 2068.543945
	Iteration 7Q: 3 clusters Score -29260.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -29319.980469 Penalty: 2068.543945
	Iteration 8Q: 3 clusters Score -29319.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -29367.080078 Penalty: 2068.543945
	Iteration 9Q: 3 clusters Score -29367.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -29382.171875 Penalty: 2068.543945
	Iteration 10Q: 3 clusters Score -29382.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -29394.501953 Penalty: 2068.543945
	Iteration 11Q: 3 clusters Score -29394.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -29408.105469 Penalty: 2068.543945
	Iteration 12Q: 3 clusters Score -29408.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -29425.705078 Penalty: 2068.543945
	Iteration 13Q: 3 clusters Score -29425.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -29435.156250 Penalty: 2068.543945
	Iteration 14Q: 3 clusters Score -29435.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -29437.585938 Penalty: 2068.543945
	Iteration 15Q: 3 clusters Score -29437.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -29437.585938 Penalty: 2068.543945
	Iteration 16F: 3 clusters Score -29437.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 5517 members 
Mstep: Class 3 contains 15713 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 95185 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 6107 members 
Mstep: Class 8 contains 19274 members 
Mstep: Class 9 contains 78122 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 11536 members 
Mstep: Class 13 contains 15111 members 
Mstep: Class 14 contains 49743 members 
Mstep: Class 15 contains 4929 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20609 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7826 members 
Mstep: Class 21 contains 422 members 
Entering Unmasked Estep 
Score: -21334714.000000 Penalty: 43657.015625
Splitting cluster 1 changes total score from -21335592.000000 to -21334714.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Entering Unmasked Estep 
Score: -281124.125000 Penalty: 1400.033203
	Iteration 0F: 2 clusters Score -281124.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -276857.187500 Penalty: 2800.066406
	Iteration 0F: 3 clusters Score -276857.2 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -278254.562500 Penalty: 2800.066406
	Iteration 1F: 3 clusters Score -278254.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -278578.187500 Penalty: 2800.066406
	Iteration 2F: 3 clusters Score -278578.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -278895.062500 Penalty: 2800.066406
	Iteration 3F: 3 clusters Score -278895.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -279249.937500 Penalty: 2800.066406
	Iteration 4F: 3 clusters Score -279249.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -279578.875000 Penalty: 2800.066406
	Iteration 5F: 3 clusters Score -279578.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -279809.531250 Penalty: 2800.066406
	Iteration 6F: 3 clusters Score -279809.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -279976.500000 Penalty: 2800.066406
	Iteration 7Q: 3 clusters Score -279976.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -280125.843750 Penalty: 2800.066406
	Iteration 8Q: 3 clusters Score -280125.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -280250.437500 Penalty: 2800.066406
	Iteration 9Q: 3 clusters Score -280250.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -280380.437500 Penalty: 2800.066406
	Iteration 10Q: 3 clusters Score -280380.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -280485.531250 Penalty: 2800.066406
	Iteration 11Q: 3 clusters Score -280485.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -280565.906250 Penalty: 2800.066406
	Iteration 12Q: 3 clusters Score -280565.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -280628.250000 Penalty: 2800.066406
	Iteration 13Q: 3 clusters Score -280628.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -280692.343750 Penalty: 2800.066406
	Iteration 14Q: 3 clusters Score -280692.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -280755.093750 Penalty: 2800.066406
	Iteration 15Q: 3 clusters Score -280755.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -280816.687500 Penalty: 2800.066406
	Iteration 16Q: 3 clusters Score -280816.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -280867.656250 Penalty: 2800.066406
	Iteration 17Q: 3 clusters Score -280867.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -280896.375000 Penalty: 2800.066406
	Iteration 18Q: 3 clusters Score -280896.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -280916.937500 Penalty: 2800.066406
	Iteration 19Q: 3 clusters Score -280916.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -280928.656250 Penalty: 2800.066406
	Iteration 20F: 3 clusters Score -280928.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -280940.312500 Penalty: 2800.066406
	Iteration 21Q: 3 clusters Score -280940.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -280949.625000 Penalty: 2800.066406
	Iteration 22Q: 3 clusters Score -280949.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -280958.875000 Penalty: 2800.066406
	Iteration 23Q: 3 clusters Score -280958.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -280966.406250 Penalty: 2800.066406
	Iteration 24Q: 3 clusters Score -280966.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -280976.562500 Penalty: 2800.066406
	Iteration 25Q: 3 clusters Score -280976.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -280984.656250 Penalty: 2800.066406
	Iteration 26Q: 3 clusters Score -280984.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -280993.375000 Penalty: 2800.066406
	Iteration 27Q: 3 clusters Score -280993.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -280998.843750 Penalty: 2800.066406
	Iteration 28Q: 3 clusters Score -280998.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -281005.593750 Penalty: 2800.066406
	Iteration 29Q: 3 clusters Score -281005.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -281020.500000 Penalty: 2800.066406
	Iteration 30Q: 3 clusters Score -281020.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -281037.312500 Penalty: 2800.066406
	Iteration 31Q: 3 clusters Score -281037.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -281045.218750 Penalty: 2800.066406
	Iteration 32Q: 3 clusters Score -281045.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -281054.281250 Penalty: 2800.066406
	Iteration 33Q: 3 clusters Score -281054.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -281065.500000 Penalty: 2800.066406
	Iteration 34Q: 3 clusters Score -281065.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -281072.500000 Penalty: 2800.066406
	Iteration 35Q: 3 clusters Score -281072.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -281077.312500 Penalty: 2800.066406
	Iteration 36Q: 3 clusters Score -281077.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -281080.562500 Penalty: 2800.066406
	Iteration 37Q: 3 clusters Score -281080.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -281084.687500 Penalty: 2800.066406
	Iteration 38Q: 3 clusters Score -281084.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -281088.875000 Penalty: 2800.066406
	Iteration 39Q: 3 clusters Score -281088.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -281092.093750 Penalty: 2800.066406
	Iteration 40F: 3 clusters Score -281092.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -281093.687500 Penalty: 2800.066406
	Iteration 41Q: 3 clusters Score -281093.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -281095.468750 Penalty: 2800.066406
	Iteration 42Q: 3 clusters Score -281095.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -281096.406250 Penalty: 2800.066406
	Iteration 43Q: 3 clusters Score -281096.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -281099.500000 Penalty: 2800.066406
	Iteration 44Q: 3 clusters Score -281099.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -281102.968750 Penalty: 2800.066406
	Iteration 45Q: 3 clusters Score -281103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -281104.218750 Penalty: 2800.066406
	Iteration 46Q: 3 clusters Score -281104.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -281104.656250 Penalty: 2800.066406
	Iteration 47Q: 3 clusters Score -281104.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -281104.843750 Penalty: 2800.066406
	Iteration 48Q: 3 clusters Score -281104.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -281104.843750 Penalty: 2800.066406
	Iteration 49F: 3 clusters Score -281104.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Entering Unmasked Estep 
Score: -931031.312500 Penalty: 1570.114624
	Iteration 0F: 2 clusters Score -931031.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -920235.375000 Penalty: 3140.229248
	Iteration 0F: 3 clusters Score -920235.4 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -924977.187500 Penalty: 3140.229248
	Iteration 1F: 3 clusters Score -924977.2 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -926366.812500 Penalty: 3140.229248
	Iteration 2F: 3 clusters Score -926366.8 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -927801.375000 Penalty: 3140.229248
	Iteration 3F: 3 clusters Score -927801.4 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -928952.500000 Penalty: 3140.229248
	Iteration 4F: 3 clusters Score -928952.5 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -929705.812500 Penalty: 3140.229248
	Iteration 5F: 3 clusters Score -929705.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -930262.500000 Penalty: 3140.229248
	Iteration 6Q: 3 clusters Score -930262.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -930624.375000 Penalty: 3140.229248
	Iteration 7Q: 3 clusters Score -930624.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -930818.375000 Penalty: 3140.229248
	Iteration 8Q: 3 clusters Score -930818.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -930941.875000 Penalty: 3140.229248
	Iteration 9Q: 3 clusters Score -930941.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -930999.625000 Penalty: 3140.229248
	Iteration 10Q: 3 clusters Score -930999.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -931038.375000 Penalty: 3140.229248
	Iteration 11Q: 3 clusters Score -931038.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -931059.812500 Penalty: 3140.229248
	Iteration 12Q: 3 clusters Score -931059.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -931070.687500 Penalty: 3140.229248
	Iteration 13Q: 3 clusters Score -931070.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -931080.375000 Penalty: 3140.229248
	Iteration 14Q: 3 clusters Score -931080.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -931088.875000 Penalty: 3140.229248
	Iteration 15Q: 3 clusters Score -931088.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -931095.437500 Penalty: 3140.229248
	Iteration 16Q: 3 clusters Score -931095.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -931098.812500 Penalty: 3140.229248
	Iteration 17Q: 3 clusters Score -931098.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -931098.875000 Penalty: 3140.229248
	Iteration 18Q: 3 clusters Score -931098.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -931102.250000 Penalty: 3140.229248
	Iteration 19Q: 3 clusters Score -931102.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -931104.062500 Penalty: 3140.229248
	Iteration 20F: 3 clusters Score -931104.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -931110.125000 Penalty: 3140.229248
	Iteration 21Q: 3 clusters Score -931110.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -931111.937500 Penalty: 3140.229248
	Iteration 22Q: 3 clusters Score -931111.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -931118.812500 Penalty: 3140.229248
	Iteration 23Q: 3 clusters Score -931118.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -931116.750000 Penalty: 3140.229248
	Iteration 24Q: 3 clusters Score -931116.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -931120.312500 Penalty: 3140.229248
	Iteration 25Q: 3 clusters Score -931120.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -931121.375000 Penalty: 3140.229248
	Iteration 26Q: 3 clusters Score -931121.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -931121.437500 Penalty: 3140.229248
	Iteration 27Q: 3 clusters Score -931121.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -931124.437500 Penalty: 3140.229248
	Iteration 28Q: 3 clusters Score -931124.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -931125.750000 Penalty: 3140.229248
	Iteration 29Q: 3 clusters Score -931125.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -931126.875000 Penalty: 3140.229248
	Iteration 30Q: 3 clusters Score -931126.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -931126.687500 Penalty: 3140.229248
	Iteration 31Q: 3 clusters Score -931126.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -931126.625000 Penalty: 3140.229248
	Iteration 32Q: 3 clusters Score -931126.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -931128.375000 Penalty: 3140.229248
	Iteration 33Q: 3 clusters Score -931128.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -931128.562500 Penalty: 3140.229248
	Iteration 34Q: 3 clusters Score -931128.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -931130.875000 Penalty: 3140.229248
	Iteration 35Q: 3 clusters Score -931130.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -931129.937500 Penalty: 3140.229248
	Iteration 36Q: 3 clusters Score -931129.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -931132.125000 Penalty: 3140.229248
	Iteration 37Q: 3 clusters Score -931132.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -931133.562500 Penalty: 3140.229248
	Iteration 38Q: 3 clusters Score -931133.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -931133.875000 Penalty: 3140.229248
	Iteration 39Q: 3 clusters Score -931133.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -931133.437500 Penalty: 3140.229248
	Iteration 40F: 3 clusters Score -931133.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5517 members 
Mstep: Class 3 contains 2197 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 95185 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 6107 members 
Mstep: Class 8 contains 19274 members 
Mstep: Class 9 contains 78122 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 11536 members 
Mstep: Class 13 contains 15111 members 
Mstep: Class 14 contains 49743 members 
Mstep: Class 15 contains 4929 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 20609 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 7826 members 
Mstep: Class 21 contains 13516 members 
Entering Unmasked Estep 
Score: -21335100.000000 Penalty: 43657.015625
Splitting cluster 3 changes total score from -21335592.000000 to -21335100.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Entering Unmasked Estep 
Score: -221708.640625 Penalty: 1331.427612
	Iteration 0F: 2 clusters Score -221708.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -218589.140625 Penalty: 2662.855225
	Iteration 0F: 3 clusters Score -218589.1 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -219461.750000 Penalty: 2662.855225
	Iteration 1F: 3 clusters Score -219461.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -219660.484375 Penalty: 2662.855225
	Iteration 2F: 3 clusters Score -219660.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -219792.328125 Penalty: 2662.855225
	Iteration 3F: 3 clusters Score -219792.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -219892.031250 Penalty: 2662.855225
	Iteration 4Q: 3 clusters Score -219892 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -219958.593750 Penalty: 2662.855225
	Iteration 5Q: 3 clusters Score -219958.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -220024.859375 Penalty: 2662.855225
	Iteration 6Q: 3 clusters Score -220024.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -220089.015625 Penalty: 2662.855225
	Iteration 7Q: 3 clusters Score -220089 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -220146.859375 Penalty: 2662.855225
	Iteration 8Q: 3 clusters Score -220146.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -220190.531250 Penalty: 2662.855225
	Iteration 9Q: 3 clusters Score -220190.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -220226.000000 Penalty: 2662.855225
	Iteration 10Q: 3 clusters Score -220226 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -220256.890625 Penalty: 2662.855225
	Iteration 11Q: 3 clusters Score -220256.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -220283.796875 Penalty: 2662.855225
	Iteration 12Q: 3 clusters Score -220283.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -220305.203125 Penalty: 2662.855225
	Iteration 13Q: 3 clusters Score -220305.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -220325.953125 Penalty: 2662.855225
	Iteration 14Q: 3 clusters Score -220326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -220341.890625 Penalty: 2662.855225
	Iteration 15Q: 3 clusters Score -220341.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -220358.484375 Penalty: 2662.855225
	Iteration 16Q: 3 clusters Score -220358.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -220375.890625 Penalty: 2662.855225
	Iteration 17Q: 3 clusters Score -220375.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -220388.515625 Penalty: 2662.855225
	Iteration 18Q: 3 clusters Score -220388.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -220403.875000 Penalty: 2662.855225
	Iteration 19Q: 3 clusters Score -220403.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -220421.500000 Penalty: 2662.855225
	Iteration 20F: 3 clusters Score -220421.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -220435.921875 Penalty: 2662.855225
	Iteration 21Q: 3 clusters Score -220435.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -220452.515625 Penalty: 2662.855225
	Iteration 22Q: 3 clusters Score -220452.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -220474.078125 Penalty: 2662.855225
	Iteration 23Q: 3 clusters Score -220474.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -220496.437500 Penalty: 2662.855225
	Iteration 24Q: 3 clusters Score -220496.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -220522.390625 Penalty: 2662.855225
	Iteration 25Q: 3 clusters Score -220522.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -220550.390625 Penalty: 2662.855225
	Iteration 26Q: 3 clusters Score -220550.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -220577.578125 Penalty: 2662.855225
	Iteration 27Q: 3 clusters Score -220577.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -220603.093750 Penalty: 2662.855225
	Iteration 28Q: 3 clusters Score -220603.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -220629.671875 Penalty: 2662.855225
	Iteration 29Q: 3 clusters Score -220629.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -220653.140625 Penalty: 2662.855225
	Iteration 30Q: 3 clusters Score -220653.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -220673.703125 Penalty: 2662.855225
	Iteration 31Q: 3 clusters Score -220673.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -220692.921875 Penalty: 2662.855225
	Iteration 32Q: 3 clusters Score -220692.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -220702.875000 Penalty: 2662.855225
	Iteration 33Q: 3 clusters Score -220702.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -220711.937500 Penalty: 2662.855225
	Iteration 34Q: 3 clusters Score -220711.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -220724.078125 Penalty: 2662.855225
	Iteration 35Q: 3 clusters Score -220724.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -220733.125000 Penalty: 2662.855225
	Iteration 36Q: 3 clusters Score -220733.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -220740.984375 Penalty: 2662.855225
	Iteration 37Q: 3 clusters Score -220741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -220748.937500 Penalty: 2662.855225
	Iteration 38Q: 3 clusters Score -220748.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -220755.890625 Penalty: 2662.855225
	Iteration 39Q: 3 clusters Score -220755.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -220762.031250 Penalty: 2662.855225
	Iteration 40F: 3 clusters Score -220762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -220766.796875 Penalty: 2662.855225
	Iteration 41Q: 3 clusters Score -220766.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -220772.656250 Penalty: 2662.855225
	Iteration 42Q: 3 clusters Score -220772.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -220776.593750 Penalty: 2662.855225
	Iteration 43Q: 3 clusters Score -220776.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -220779.343750 Penalty: 2662.855225
	Iteration 44Q: 3 clusters Score -220779.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -220780.359375 Penalty: 2662.855225
	Iteration 45Q: 3 clusters Score -220780.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -220782.015625 Penalty: 2662.855225
	Iteration 46Q: 3 clusters Score -220782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -220784.296875 Penalty: 2662.855225
	Iteration 47Q: 3 clusters Score -220784.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -220785.968750 Penalty: 2662.855225
	Iteration 48Q: 3 clusters Score -220786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -220787.234375 Penalty: 2662.855225
	Iteration 49Q: 3 clusters Score -220787.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -220789.578125 Penalty: 2662.855225
	Iteration 50Q: 3 clusters Score -220789.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -220790.375000 Penalty: 2662.855225
	Iteration 51Q: 3 clusters Score -220790.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -220791.109375 Penalty: 2662.855225
	Iteration 52Q: 3 clusters Score -220791.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -220792.218750 Penalty: 2662.855225
	Iteration 53Q: 3 clusters Score -220792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -220792.281250 Penalty: 2662.855225
	Iteration 54Q: 3 clusters Score -220792.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -220792.281250 Penalty: 2662.855225
	Iteration 55F: 3 clusters Score -220792.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (95185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95185 members 
Entering Unmasked Estep 
Score: -5779392.000000 Penalty: 1862.831299
	Iteration 0F: 2 clusters Score -5779392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -5715756.000000 Penalty: 3725.662598
	Iteration 0F: 3 clusters Score -5715756 nChanged 45249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -5741866.000000 Penalty: 3725.662598
	Iteration 1F: 3 clusters Score -5741866 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -5742432.500000 Penalty: 3725.662598
	Iteration 2Q: 3 clusters Score -5742432 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -5743062.500000 Penalty: 3725.662598
	Iteration 3Q: 3 clusters Score -5743062 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -5743872.500000 Penalty: 3725.662598
	Iteration 4Q: 3 clusters Score -5743872 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -5744971.500000 Penalty: 3725.662598
	Iteration 5Q: 3 clusters Score -5744972 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52032 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -5746553.000000 Penalty: 3725.662598
	Iteration 6Q: 3 clusters Score -5746553 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -5748754.000000 Penalty: 3725.662598
	Iteration 7Q: 3 clusters Score -5748754 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56965 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -5751831.500000 Penalty: 3725.662598
	Iteration 8F: 3 clusters Score -5751832 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60336 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -5755798.500000 Penalty: 3725.662598
	Iteration 9F: 3 clusters Score -5755798 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63789 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -5760545.500000 Penalty: 3725.662598
	Iteration 10F: 3 clusters Score -5760546 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66557 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -5764737.500000 Penalty: 3725.662598
	Iteration 11F: 3 clusters Score -5764738 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68666 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -5767504.500000 Penalty: 3725.662598
	Iteration 12Q: 3 clusters Score -5767504 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70271 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -5768878.000000 Penalty: 3725.662598
	Iteration 13Q: 3 clusters Score -5768878 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71745 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -5769687.000000 Penalty: 3725.662598
	Iteration 14Q: 3 clusters Score -5769687 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73125 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -5770262.000000 Penalty: 3725.662598
	Iteration 15Q: 3 clusters Score -5770262 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74462 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -5770742.500000 Penalty: 3725.662598
	Iteration 16Q: 3 clusters Score -5770742 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75783 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -5771263.000000 Penalty: 3725.662598
	Iteration 17Q: 3 clusters Score -5771263 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77050 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -5771710.000000 Penalty: 3725.662598
	Iteration 18Q: 3 clusters Score -5771710 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78310 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -5772184.500000 Penalty: 3725.662598
	Iteration 19Q: 3 clusters Score -5772184 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79568 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -5772604.500000 Penalty: 3725.662598
	Iteration 20F: 3 clusters Score -5772604 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80753 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -5773004.500000 Penalty: 3725.662598
	Iteration 21Q: 3 clusters Score -5773004 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81871 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -5773453.000000 Penalty: 3725.662598
	Iteration 22Q: 3 clusters Score -5773453 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82949 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -5773845.000000 Penalty: 3725.662598
	Iteration 23Q: 3 clusters Score -5773845 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83966 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -5774212.000000 Penalty: 3725.662598
	Iteration 24Q: 3 clusters Score -5774212 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84913 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -5774514.500000 Penalty: 3725.662598
	Iteration 25Q: 3 clusters Score -5774514 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85809 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -5774858.000000 Penalty: 3725.662598
	Iteration 26Q: 3 clusters Score -5774858 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86695 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -5775249.500000 Penalty: 3725.662598
	Iteration 27Q: 3 clusters Score -5775250 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87505 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -5775552.000000 Penalty: 3725.662598
	Iteration 28Q: 3 clusters Score -5775552 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88287 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -5775932.000000 Penalty: 3725.662598
	Iteration 29Q: 3 clusters Score -5775932 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89039 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -5776372.500000 Penalty: 3725.662598
	Iteration 30Q: 3 clusters Score -5776372 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89757 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -5776793.000000 Penalty: 3725.662598
	Iteration 31Q: 3 clusters Score -5776793 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90371 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -5777187.000000 Penalty: 3725.662598
	Iteration 32Q: 3 clusters Score -5777187 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90845 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -5777592.000000 Penalty: 3725.662598
	Iteration 33Q: 3 clusters Score -5777592 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91218 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -5777855.500000 Penalty: 3725.662598
	Iteration 34Q: 3 clusters Score -5777856 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91481 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -5778054.000000 Penalty: 3725.662598
	Iteration 35Q: 3 clusters Score -5778054 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91705 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -5778209.000000 Penalty: 3725.662598
	Iteration 36Q: 3 clusters Score -5778209 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91876 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -5778291.500000 Penalty: 3725.662598
	Iteration 37Q: 3 clusters Score -5778292 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92031 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -5778343.500000 Penalty: 3725.662598
	Iteration 38Q: 3 clusters Score -5778344 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92150 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -5778378.500000 Penalty: 3725.662598
	Iteration 39Q: 3 clusters Score -5778378 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92244 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -5778385.000000 Penalty: 3725.662598
	Iteration 40F: 3 clusters Score -5778385 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92327 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -5778394.000000 Penalty: 3725.662598
	Iteration 41Q: 3 clusters Score -5778394 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92397 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -5778423.000000 Penalty: 3725.662598
	Iteration 42Q: 3 clusters Score -5778423 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92453 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -5778442.500000 Penalty: 3725.662598
	Iteration 43Q: 3 clusters Score -5778442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92493 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -5778459.500000 Penalty: 3725.662598
	Iteration 44Q: 3 clusters Score -5778460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92535 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -5778464.000000 Penalty: 3725.662598
	Iteration 45Q: 3 clusters Score -5778464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92567 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5778464.500000 Penalty: 3725.662598
	Iteration 46Q: 3 clusters Score -5778464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92598 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -5778479.500000 Penalty: 3725.662598
	Iteration 47Q: 3 clusters Score -5778480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92625 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -5778481.000000 Penalty: 3725.662598
	Iteration 48Q: 3 clusters Score -5778481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92647 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -5778486.000000 Penalty: 3725.662598
	Iteration 49Q: 3 clusters Score -5778486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92665 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5778493.500000 Penalty: 3725.662598
	Iteration 50Q: 3 clusters Score -5778494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92677 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -5778494.500000 Penalty: 3725.662598
	Iteration 51Q: 3 clusters Score -5778494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92682 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -5778499.000000 Penalty: 3725.662598
	Iteration 52Q: 3 clusters Score -5778499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92687 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -5778501.000000 Penalty: 3725.662598
	Iteration 53Q: 3 clusters Score -5778501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92693 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -5778502.500000 Penalty: 3725.662598
	Iteration 54Q: 3 clusters Score -5778502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92695 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -5778506.500000 Penalty: 3725.662598
	Iteration 55Q: 3 clusters Score -5778506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92696 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -5778506.500000 Penalty: 3725.662598
	Iteration 56Q: 3 clusters Score -5778506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92696 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -5778506.500000 Penalty: 3725.662598
	Iteration 57F: 3 clusters Score -5778506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Entering Unmasked Estep 
Score: -678646.750000 Penalty: 1505.749878
	Iteration 0F: 2 clusters Score -678646.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -671052.062500 Penalty: 3011.499756
	Iteration 0F: 3 clusters Score -671052.1 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -673546.437500 Penalty: 3011.499756
	Iteration 1F: 3 clusters Score -673546.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -673799.750000 Penalty: 3011.499756
	Iteration 2F: 3 clusters Score -673799.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -673998.937500 Penalty: 3011.499756
	Iteration 3F: 3 clusters Score -673998.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -674158.937500 Penalty: 3011.499756
	Iteration 4Q: 3 clusters Score -674158.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -674305.062500 Penalty: 3011.499756
	Iteration 5Q: 3 clusters Score -674305.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -674432.750000 Penalty: 3011.499756
	Iteration 6Q: 3 clusters Score -674432.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -674560.937500 Penalty: 3011.499756
	Iteration 7Q: 3 clusters Score -674560.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -674726.187500 Penalty: 3011.499756
	Iteration 8Q: 3 clusters Score -674726.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -674925.312500 Penalty: 3011.499756
	Iteration 9Q: 3 clusters Score -674925.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -675150.750000 Penalty: 3011.499756
	Iteration 10Q: 3 clusters Score -675150.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -675393.562500 Penalty: 3011.499756
	Iteration 11Q: 3 clusters Score -675393.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -675590.500000 Penalty: 3011.499756
	Iteration 12Q: 3 clusters Score -675590.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -675788.875000 Penalty: 3011.499756
	Iteration 13Q: 3 clusters Score -675788.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -676001.875000 Penalty: 3011.499756
	Iteration 14Q: 3 clusters Score -676001.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -676209.250000 Penalty: 3011.499756
	Iteration 15Q: 3 clusters Score -676209.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -676390.937500 Penalty: 3011.499756
	Iteration 16Q: 3 clusters Score -676390.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -676544.375000 Penalty: 3011.499756
	Iteration 17Q: 3 clusters Score -676544.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -676689.812500 Penalty: 3011.499756
	Iteration 18Q: 3 clusters Score -676689.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -676807.750000 Penalty: 3011.499756
	Iteration 19Q: 3 clusters Score -676807.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -676895.062500 Penalty: 3011.499756
	Iteration 20F: 3 clusters Score -676895.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -676976.375000 Penalty: 3011.499756
	Iteration 21Q: 3 clusters Score -676976.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -677053.562500 Penalty: 3011.499756
	Iteration 22Q: 3 clusters Score -677053.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -677116.687500 Penalty: 3011.499756
	Iteration 23Q: 3 clusters Score -677116.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -677174.250000 Penalty: 3011.499756
	Iteration 24Q: 3 clusters Score -677174.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -677216.937500 Penalty: 3011.499756
	Iteration 25Q: 3 clusters Score -677216.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -677256.375000 Penalty: 3011.499756
	Iteration 26Q: 3 clusters Score -677256.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -677286.500000 Penalty: 3011.499756
	Iteration 27Q: 3 clusters Score -677286.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -677310.750000 Penalty: 3011.499756
	Iteration 28Q: 3 clusters Score -677310.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -677335.375000 Penalty: 3011.499756
	Iteration 29Q: 3 clusters Score -677335.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -677351.187500 Penalty: 3011.499756
	Iteration 30Q: 3 clusters Score -677351.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -677365.125000 Penalty: 3011.499756
	Iteration 31Q: 3 clusters Score -677365.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -677372.125000 Penalty: 3011.499756
	Iteration 32Q: 3 clusters Score -677372.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -677376.687500 Penalty: 3011.499756
	Iteration 33Q: 3 clusters Score -677376.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -677381.125000 Penalty: 3011.499756
	Iteration 34Q: 3 clusters Score -677381.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -677387.562500 Penalty: 3011.499756
	Iteration 35Q: 3 clusters Score -677387.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -677389.625000 Penalty: 3011.499756
	Iteration 36Q: 3 clusters Score -677389.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -677391.062500 Penalty: 3011.499756
	Iteration 37Q: 3 clusters Score -677391.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -677393.812500 Penalty: 3011.499756
	Iteration 38Q: 3 clusters Score -677393.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -677395.125000 Penalty: 3011.499756
	Iteration 39Q: 3 clusters Score -677395.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -677395.312500 Penalty: 3011.499756
	Iteration 40F: 3 clusters Score -677395.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -677396.250000 Penalty: 3011.499756
	Iteration 41Q: 3 clusters Score -677396.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -677397.750000 Penalty: 3011.499756
	Iteration 42Q: 3 clusters Score -677397.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -677398.312500 Penalty: 3011.499756
	Iteration 43Q: 3 clusters Score -677398.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -677398.312500 Penalty: 3011.499756
	Iteration 44F: 3 clusters Score -677398.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Entering Unmasked Estep 
Score: -359186.437500 Penalty: 1416.543457
	Iteration 0F: 2 clusters Score -359186.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -354584.812500 Penalty: 2833.086914
	Iteration 0F: 3 clusters Score -354584.8 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -356302.906250 Penalty: 2833.086914
	Iteration 1F: 3 clusters Score -356302.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -356817.062500 Penalty: 2833.086914
	Iteration 2F: 3 clusters Score -356817.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -357252.781250 Penalty: 2833.086914
	Iteration 3F: 3 clusters Score -357252.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -357594.718750 Penalty: 2833.086914
	Iteration 4F: 3 clusters Score -357594.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -357883.375000 Penalty: 2833.086914
	Iteration 5F: 3 clusters Score -357883.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -358083.875000 Penalty: 2833.086914
	Iteration 6Q: 3 clusters Score -358083.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -358209.031250 Penalty: 2833.086914
	Iteration 7Q: 3 clusters Score -358209 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -358285.968750 Penalty: 2833.086914
	Iteration 8Q: 3 clusters Score -358286 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -358342.687500 Penalty: 2833.086914
	Iteration 9Q: 3 clusters Score -358342.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -358385.562500 Penalty: 2833.086914
	Iteration 10Q: 3 clusters Score -358385.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -358416.968750 Penalty: 2833.086914
	Iteration 11Q: 3 clusters Score -358417 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -358446.437500 Penalty: 2833.086914
	Iteration 12Q: 3 clusters Score -358446.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -358468.593750 Penalty: 2833.086914
	Iteration 13Q: 3 clusters Score -358468.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -358482.500000 Penalty: 2833.086914
	Iteration 14Q: 3 clusters Score -358482.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -358496.375000 Penalty: 2833.086914
	Iteration 15Q: 3 clusters Score -358496.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -358503.625000 Penalty: 2833.086914
	Iteration 16Q: 3 clusters Score -358503.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -358509.656250 Penalty: 2833.086914
	Iteration 17Q: 3 clusters Score -358509.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -358512.968750 Penalty: 2833.086914
	Iteration 18Q: 3 clusters Score -358513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -358515.187500 Penalty: 2833.086914
	Iteration 19Q: 3 clusters Score -358515.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -358519.375000 Penalty: 2833.086914
	Iteration 20F: 3 clusters Score -358519.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -358521.625000 Penalty: 2833.086914
	Iteration 21Q: 3 clusters Score -358521.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -358524.250000 Penalty: 2833.086914
	Iteration 22Q: 3 clusters Score -358524.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -358530.718750 Penalty: 2833.086914
	Iteration 23Q: 3 clusters Score -358530.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -358536.500000 Penalty: 2833.086914
	Iteration 24Q: 3 clusters Score -358536.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -358542.031250 Penalty: 2833.086914
	Iteration 25Q: 3 clusters Score -358542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -358545.718750 Penalty: 2833.086914
	Iteration 26Q: 3 clusters Score -358545.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -358549.937500 Penalty: 2833.086914
	Iteration 27Q: 3 clusters Score -358549.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -358552.906250 Penalty: 2833.086914
	Iteration 28Q: 3 clusters Score -358552.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -358555.656250 Penalty: 2833.086914
	Iteration 29Q: 3 clusters Score -358555.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -358558.656250 Penalty: 2833.086914
	Iteration 30Q: 3 clusters Score -358558.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -358562.250000 Penalty: 2833.086914
	Iteration 31Q: 3 clusters Score -358562.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -358564.718750 Penalty: 2833.086914
	Iteration 32Q: 3 clusters Score -358564.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -358567.000000 Penalty: 2833.086914
	Iteration 33Q: 3 clusters Score -358567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -358570.187500 Penalty: 2833.086914
	Iteration 34Q: 3 clusters Score -358570.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -358573.093750 Penalty: 2833.086914
	Iteration 35Q: 3 clusters Score -358573.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -358573.593750 Penalty: 2833.086914
	Iteration 36Q: 3 clusters Score -358573.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -358574.000000 Penalty: 2833.086914
	Iteration 37Q: 3 clusters Score -358574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -358577.406250 Penalty: 2833.086914
	Iteration 38Q: 3 clusters Score -358577.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -358578.968750 Penalty: 2833.086914
	Iteration 39Q: 3 clusters Score -358579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -358581.468750 Penalty: 2833.086914
	Iteration 40F: 3 clusters Score -358581.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -358583.125000 Penalty: 2833.086914
	Iteration 41Q: 3 clusters Score -358583.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -358584.875000 Penalty: 2833.086914
	Iteration 42Q: 3 clusters Score -358584.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -358585.906250 Penalty: 2833.086914
	Iteration 43Q: 3 clusters Score -358585.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -358587.687500 Penalty: 2833.086914
	Iteration 44Q: 3 clusters Score -358587.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -358588.687500 Penalty: 2833.086914
	Iteration 45Q: 3 clusters Score -358588.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -358589.125000 Penalty: 2833.086914
	Iteration 46Q: 3 clusters Score -358589.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -358588.437500 Penalty: 2833.086914
	Iteration 47Q: 3 clusters Score -358588.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -358588.437500 Penalty: 2833.086914
	Iteration 48F: 3 clusters Score -358588.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Entering Unmasked Estep 
Score: -1178516.875000 Penalty: 1603.308228
	Iteration 0F: 2 clusters Score -1178517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1165428.875000 Penalty: 3206.616455
	Iteration 0F: 3 clusters Score -1165429 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1170191.250000 Penalty: 3206.616455
	Iteration 1F: 3 clusters Score -1170191 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1170477.875000 Penalty: 3206.616455
	Iteration 2Q: 3 clusters Score -1170478 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1170682.750000 Penalty: 3206.616455
	Iteration 3Q: 3 clusters Score -1170683 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1170876.750000 Penalty: 3206.616455
	Iteration 4Q: 3 clusters Score -1170877 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1171080.375000 Penalty: 3206.616455
	Iteration 5Q: 3 clusters Score -1171080 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1171284.875000 Penalty: 3206.616455
	Iteration 6Q: 3 clusters Score -1171285 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1171486.750000 Penalty: 3206.616455
	Iteration 7Q: 3 clusters Score -1171487 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1171756.000000 Penalty: 3206.616455
	Iteration 8Q: 3 clusters Score -1171756 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1172106.625000 Penalty: 3206.616455
	Iteration 9Q: 3 clusters Score -1172107 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1172615.750000 Penalty: 3206.616455
	Iteration 10Q: 3 clusters Score -1172616 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1173333.000000 Penalty: 3206.616455
	Iteration 11F: 3 clusters Score -1173333 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1174202.250000 Penalty: 3206.616455
	Iteration 12F: 3 clusters Score -1174202 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1175075.875000 Penalty: 3206.616455
	Iteration 13F: 3 clusters Score -1175076 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1175769.125000 Penalty: 3206.616455
	Iteration 14Q: 3 clusters Score -1175769 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1176309.875000 Penalty: 3206.616455
	Iteration 15Q: 3 clusters Score -1176310 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1176665.500000 Penalty: 3206.616455
	Iteration 16Q: 3 clusters Score -1176666 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1176889.125000 Penalty: 3206.616455
	Iteration 17Q: 3 clusters Score -1176889 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1177009.250000 Penalty: 3206.616455
	Iteration 18Q: 3 clusters Score -1177009 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1177082.250000 Penalty: 3206.616455
	Iteration 19Q: 3 clusters Score -1177082 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1177128.750000 Penalty: 3206.616455
	Iteration 20F: 3 clusters Score -1177129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1177156.625000 Penalty: 3206.616455
	Iteration 21Q: 3 clusters Score -1177157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1177175.875000 Penalty: 3206.616455
	Iteration 22Q: 3 clusters Score -1177176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1177185.125000 Penalty: 3206.616455
	Iteration 23Q: 3 clusters Score -1177185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1177196.750000 Penalty: 3206.616455
	Iteration 24Q: 3 clusters Score -1177197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1177207.750000 Penalty: 3206.616455
	Iteration 25Q: 3 clusters Score -1177208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1177215.750000 Penalty: 3206.616455
	Iteration 26Q: 3 clusters Score -1177216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1177219.750000 Penalty: 3206.616455
	Iteration 27Q: 3 clusters Score -1177220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1177225.125000 Penalty: 3206.616455
	Iteration 28Q: 3 clusters Score -1177225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1177226.875000 Penalty: 3206.616455
	Iteration 29Q: 3 clusters Score -1177227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1177233.250000 Penalty: 3206.616455
	Iteration 30Q: 3 clusters Score -1177233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1177241.625000 Penalty: 3206.616455
	Iteration 31Q: 3 clusters Score -1177242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1177248.000000 Penalty: 3206.616455
	Iteration 32Q: 3 clusters Score -1177248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1177250.625000 Penalty: 3206.616455
	Iteration 33Q: 3 clusters Score -1177251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1177256.000000 Penalty: 3206.616455
	Iteration 34Q: 3 clusters Score -1177256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1177260.125000 Penalty: 3206.616455
	Iteration 35Q: 3 clusters Score -1177260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1177266.625000 Penalty: 3206.616455
	Iteration 36Q: 3 clusters Score -1177267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1177271.000000 Penalty: 3206.616455
	Iteration 37Q: 3 clusters Score -1177271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1177276.250000 Penalty: 3206.616455
	Iteration 38Q: 3 clusters Score -1177276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1177277.000000 Penalty: 3206.616455
	Iteration 39Q: 3 clusters Score -1177277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1177277.625000 Penalty: 3206.616455
	Iteration 40F: 3 clusters Score -1177278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (78122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78122 members 
Entering Unmasked Estep 
Score: -5001340.500000 Penalty: 1830.729492
	Iteration 0F: 2 clusters Score -5001340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -4949235.500000 Penalty: 3661.458984
	Iteration 0F: 3 clusters Score -4949236 nChanged 37102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -4970336.000000 Penalty: 3661.458984
	Iteration 1F: 3 clusters Score -4970336 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -4970923.000000 Penalty: 3661.458984
	Iteration 2Q: 3 clusters Score -4970923 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -4971582.000000 Penalty: 3661.458984
	Iteration 3Q: 3 clusters Score -4971582 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -4972377.000000 Penalty: 3661.458984
	Iteration 4Q: 3 clusters Score -4972377 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -4973295.000000 Penalty: 3661.458984
	Iteration 5Q: 3 clusters Score -4973295 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -4974523.500000 Penalty: 3661.458984
	Iteration 6Q: 3 clusters Score -4974524 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -4976356.500000 Penalty: 3661.458984
	Iteration 7Q: 3 clusters Score -4976356 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -4979004.500000 Penalty: 3661.458984
	Iteration 8F: 3 clusters Score -4979004 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -4982568.000000 Penalty: 3661.458984
	Iteration 9F: 3 clusters Score -4982568 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 58288 members 
Entering Unmasked Estep 
Score: -4986504.500000 Penalty: 3661.458984
	Iteration 10F: 3 clusters Score -4986504 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 61682 members 
Entering Unmasked Estep 
Score: -4989787.500000 Penalty: 3661.458984
	Iteration 11F: 3 clusters Score -4989788 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -4991885.500000 Penalty: 3661.458984
	Iteration 12Q: 3 clusters Score -4991886 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -4993314.500000 Penalty: 3661.458984
	Iteration 13Q: 3 clusters Score -4993314 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 68528 members 
Entering Unmasked Estep 
Score: -4994551.000000 Penalty: 3661.458984
	Iteration 14Q: 3 clusters Score -4994551 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 70265 members 
Entering Unmasked Estep 
Score: -4995607.500000 Penalty: 3661.458984
	Iteration 15Q: 3 clusters Score -4995608 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 71760 members 
Entering Unmasked Estep 
Score: -4996603.000000 Penalty: 3661.458984
	Iteration 16Q: 3 clusters Score -4996603 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 73112 members 
Entering Unmasked Estep 
Score: -4997538.500000 Penalty: 3661.458984
	Iteration 17Q: 3 clusters Score -4997538 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 74218 members 
Entering Unmasked Estep 
Score: -4998370.000000 Penalty: 3661.458984
	Iteration 18Q: 3 clusters Score -4998370 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 75044 members 
Entering Unmasked Estep 
Score: -4998972.000000 Penalty: 3661.458984
	Iteration 19Q: 3 clusters Score -4998972 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 75642 members 
Entering Unmasked Estep 
Score: -4999407.500000 Penalty: 3661.458984
	Iteration 20F: 3 clusters Score -4999408 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 76039 members 
Entering Unmasked Estep 
Score: -4999679.500000 Penalty: 3661.458984
	Iteration 21Q: 3 clusters Score -4999680 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 76305 members 
Entering Unmasked Estep 
Score: -4999857.500000 Penalty: 3661.458984
	Iteration 22Q: 3 clusters Score -4999858 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 76482 members 
Entering Unmasked Estep 
Score: -4999950.500000 Penalty: 3661.458984
	Iteration 23Q: 3 clusters Score -4999950 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 76591 members 
Entering Unmasked Estep 
Score: -5000006.500000 Penalty: 3661.458984
	Iteration 24Q: 3 clusters Score -5000006 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 76677 members 
Entering Unmasked Estep 
Score: -5000049.000000 Penalty: 3661.458984
	Iteration 25Q: 3 clusters Score -5000049 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 76735 members 
Entering Unmasked Estep 
Score: -5000078.000000 Penalty: 3661.458984
	Iteration 26Q: 3 clusters Score -5000078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 76772 members 
Entering Unmasked Estep 
Score: -5000085.500000 Penalty: 3661.458984
	Iteration 27Q: 3 clusters Score -5000086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 76803 members 
Entering Unmasked Estep 
Score: -5000089.000000 Penalty: 3661.458984
	Iteration 28Q: 3 clusters Score -5000089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 76831 members 
Entering Unmasked Estep 
Score: -5000088.000000 Penalty: 3661.458984
	Iteration 29Q: 3 clusters Score -5000088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 76848 members 
Entering Unmasked Estep 
Score: -5000102.000000 Penalty: 3661.458984
	Iteration 30Q: 3 clusters Score -5000102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 76873 members 
Entering Unmasked Estep 
Score: -5000106.000000 Penalty: 3661.458984
	Iteration 31Q: 3 clusters Score -5000106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 76883 members 
Entering Unmasked Estep 
Score: -5000110.000000 Penalty: 3661.458984
	Iteration 32Q: 3 clusters Score -5000110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 76893 members 
Entering Unmasked Estep 
Score: -5000102.500000 Penalty: 3661.458984
	Iteration 33Q: 3 clusters Score -5000102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 76899 members 
Entering Unmasked Estep 
Score: -5000108.500000 Penalty: 3661.458984
	Iteration 34Q: 3 clusters Score -5000108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 76901 members 
Entering Unmasked Estep 
Score: -5000109.000000 Penalty: 3661.458984
	Iteration 35Q: 3 clusters Score -5000109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 76908 members 
Entering Unmasked Estep 
Score: -5000115.000000 Penalty: 3661.458984
	Iteration 36Q: 3 clusters Score -5000115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 76914 members 
Entering Unmasked Estep 
Score: -5000117.000000 Penalty: 3661.458984
	Iteration 37Q: 3 clusters Score -5000117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 76918 members 
Entering Unmasked Estep 
Score: -5000126.500000 Penalty: 3661.458984
	Iteration 38Q: 3 clusters Score -5000126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 76925 members 
Entering Unmasked Estep 
Score: -5000126.500000 Penalty: 3661.458984
	Iteration 39Q: 3 clusters Score -5000126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -5000124.500000 Penalty: 3661.458984
	Iteration 40F: 3 clusters Score -5000124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 76933 members 
Entering Unmasked Estep 
Score: -5000126.500000 Penalty: 3661.458984
	Iteration 41Q: 3 clusters Score -5000126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 76934 members 
Entering Unmasked Estep 
Score: -5000122.500000 Penalty: 3661.458984
	Iteration 42Q: 3 clusters Score -5000122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 76937 members 
Entering Unmasked Estep 
Score: -5000128.000000 Penalty: 3661.458984
	Iteration 43Q: 3 clusters Score -5000128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 76939 members 
Entering Unmasked Estep 
Score: -5000133.000000 Penalty: 3661.458984
	Iteration 44Q: 3 clusters Score -5000133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 76940 members 
Entering Unmasked Estep 
Score: -5000127.000000 Penalty: 3661.458984
	Iteration 45Q: 3 clusters Score -5000127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 76942 members 
Entering Unmasked Estep 
Score: -5000126.000000 Penalty: 3661.458984
	Iteration 46Q: 3 clusters Score -5000126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 76945 members 
Entering Unmasked Estep 
Score: -5000129.500000 Penalty: 3661.458984
	Iteration 47Q: 3 clusters Score -5000130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 76946 members 
Entering Unmasked Estep 
Score: -5000126.000000 Penalty: 3661.458984
	Iteration 48Q: 3 clusters Score -5000126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 76946 members 
Entering Unmasked Estep 
Score: -5000126.000000 Penalty: 3661.458984
	Iteration 49F: 3 clusters Score -5000126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -123970.117188 Penalty: 1239.871094
	Iteration 0F: 2 clusters Score -123970.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -121801.101562 Penalty: 2479.742188
	Iteration 0F: 3 clusters Score -121801.1 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -122318.437500 Penalty: 2479.742188
	Iteration 1F: 3 clusters Score -122318.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -122443.453125 Penalty: 2479.742188
	Iteration 2F: 3 clusters Score -122443.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -122517.328125 Penalty: 2479.742188
	Iteration 3Q: 3 clusters Score -122517.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -122573.210938 Penalty: 2479.742188
	Iteration 4Q: 3 clusters Score -122573.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -122611.179688 Penalty: 2479.742188
	Iteration 5Q: 3 clusters Score -122611.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -122642.625000 Penalty: 2479.742188
	Iteration 6Q: 3 clusters Score -122642.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -122669.273438 Penalty: 2479.742188
	Iteration 7Q: 3 clusters Score -122669.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -122689.289062 Penalty: 2479.742188
	Iteration 8Q: 3 clusters Score -122689.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -122701.671875 Penalty: 2479.742188
	Iteration 9Q: 3 clusters Score -122701.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -122716.789062 Penalty: 2479.742188
	Iteration 10Q: 3 clusters Score -122716.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -122723.890625 Penalty: 2479.742188
	Iteration 11Q: 3 clusters Score -122723.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -122731.789062 Penalty: 2479.742188
	Iteration 12Q: 3 clusters Score -122731.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -122740.195312 Penalty: 2479.742188
	Iteration 13Q: 3 clusters Score -122740.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -122747.906250 Penalty: 2479.742188
	Iteration 14Q: 3 clusters Score -122747.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -122758.250000 Penalty: 2479.742188
	Iteration 15Q: 3 clusters Score -122758.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -122767.726562 Penalty: 2479.742188
	Iteration 16Q: 3 clusters Score -122767.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -122773.781250 Penalty: 2479.742188
	Iteration 17Q: 3 clusters Score -122773.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -122779.601562 Penalty: 2479.742188
	Iteration 18Q: 3 clusters Score -122779.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -122783.164062 Penalty: 2479.742188
	Iteration 19Q: 3 clusters Score -122783.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -122787.492188 Penalty: 2479.742188
	Iteration 20F: 3 clusters Score -122787.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -122795.578125 Penalty: 2479.742188
	Iteration 21Q: 3 clusters Score -122795.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -122801.585938 Penalty: 2479.742188
	Iteration 22Q: 3 clusters Score -122801.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -122806.531250 Penalty: 2479.742188
	Iteration 23Q: 3 clusters Score -122806.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -122814.375000 Penalty: 2479.742188
	Iteration 24Q: 3 clusters Score -122814.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -122820.039062 Penalty: 2479.742188
	Iteration 25Q: 3 clusters Score -122820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -122826.835938 Penalty: 2479.742188
	Iteration 26Q: 3 clusters Score -122826.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -122833.000000 Penalty: 2479.742188
	Iteration 27Q: 3 clusters Score -122833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -122838.960938 Penalty: 2479.742188
	Iteration 28Q: 3 clusters Score -122839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -122844.828125 Penalty: 2479.742188
	Iteration 29Q: 3 clusters Score -122844.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -122851.421875 Penalty: 2479.742188
	Iteration 30Q: 3 clusters Score -122851.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -122855.679688 Penalty: 2479.742188
	Iteration 31Q: 3 clusters Score -122855.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -122856.343750 Penalty: 2479.742188
	Iteration 32Q: 3 clusters Score -122856.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -122856.718750 Penalty: 2479.742188
	Iteration 33Q: 3 clusters Score -122856.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -122856.718750 Penalty: 2479.742188
	Iteration 34F: 3 clusters Score -122856.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Entering Unmasked Estep 
Score: -289331.750000 Penalty: 1369.075073
	Iteration 0F: 2 clusters Score -289331.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -285591.750000 Penalty: 2738.150146
	Iteration 0F: 3 clusters Score -285591.8 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -286574.187500 Penalty: 2738.150146
	Iteration 1F: 3 clusters Score -286574.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -286733.656250 Penalty: 2738.150146
	Iteration 2F: 3 clusters Score -286733.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -286821.156250 Penalty: 2738.150146
	Iteration 3Q: 3 clusters Score -286821.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -286886.718750 Penalty: 2738.150146
	Iteration 4Q: 3 clusters Score -286886.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -286933.812500 Penalty: 2738.150146
	Iteration 5Q: 3 clusters Score -286933.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -286977.500000 Penalty: 2738.150146
	Iteration 6Q: 3 clusters Score -286977.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -287014.218750 Penalty: 2738.150146
	Iteration 7Q: 3 clusters Score -287014.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -287043.156250 Penalty: 2738.150146
	Iteration 8Q: 3 clusters Score -287043.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -287067.968750 Penalty: 2738.150146
	Iteration 9Q: 3 clusters Score -287068 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -287090.000000 Penalty: 2738.150146
	Iteration 10Q: 3 clusters Score -287090 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -287107.781250 Penalty: 2738.150146
	Iteration 11Q: 3 clusters Score -287107.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -287124.093750 Penalty: 2738.150146
	Iteration 12Q: 3 clusters Score -287124.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -287142.812500 Penalty: 2738.150146
	Iteration 13Q: 3 clusters Score -287142.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -287160.031250 Penalty: 2738.150146
	Iteration 14Q: 3 clusters Score -287160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -287172.875000 Penalty: 2738.150146
	Iteration 15Q: 3 clusters Score -287172.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -287188.187500 Penalty: 2738.150146
	Iteration 16Q: 3 clusters Score -287188.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -287202.906250 Penalty: 2738.150146
	Iteration 17Q: 3 clusters Score -287202.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -287216.000000 Penalty: 2738.150146
	Iteration 18Q: 3 clusters Score -287216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -287226.843750 Penalty: 2738.150146
	Iteration 19Q: 3 clusters Score -287226.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -287237.656250 Penalty: 2738.150146
	Iteration 20F: 3 clusters Score -287237.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -287245.625000 Penalty: 2738.150146
	Iteration 21Q: 3 clusters Score -287245.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -287260.062500 Penalty: 2738.150146
	Iteration 22Q: 3 clusters Score -287260.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -287274.625000 Penalty: 2738.150146
	Iteration 23Q: 3 clusters Score -287274.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -287290.031250 Penalty: 2738.150146
	Iteration 24Q: 3 clusters Score -287290 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -287304.656250 Penalty: 2738.150146
	Iteration 25Q: 3 clusters Score -287304.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -287321.656250 Penalty: 2738.150146
	Iteration 26Q: 3 clusters Score -287321.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -287342.531250 Penalty: 2738.150146
	Iteration 27Q: 3 clusters Score -287342.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -287364.031250 Penalty: 2738.150146
	Iteration 28Q: 3 clusters Score -287364 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -287391.281250 Penalty: 2738.150146
	Iteration 29Q: 3 clusters Score -287391.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -287423.562500 Penalty: 2738.150146
	Iteration 30Q: 3 clusters Score -287423.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -287453.031250 Penalty: 2738.150146
	Iteration 31Q: 3 clusters Score -287453 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -287488.218750 Penalty: 2738.150146
	Iteration 32Q: 3 clusters Score -287488.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -287518.781250 Penalty: 2738.150146
	Iteration 33Q: 3 clusters Score -287518.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -287544.125000 Penalty: 2738.150146
	Iteration 34Q: 3 clusters Score -287544.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -287566.562500 Penalty: 2738.150146
	Iteration 35Q: 3 clusters Score -287566.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -287585.093750 Penalty: 2738.150146
	Iteration 36Q: 3 clusters Score -287585.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -287610.406250 Penalty: 2738.150146
	Iteration 37Q: 3 clusters Score -287610.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -287643.156250 Penalty: 2738.150146
	Iteration 38Q: 3 clusters Score -287643.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -287668.843750 Penalty: 2738.150146
	Iteration 39Q: 3 clusters Score -287668.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -287700.218750 Penalty: 2738.150146
	Iteration 40F: 3 clusters Score -287700.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -287738.718750 Penalty: 2738.150146
	Iteration 41Q: 3 clusters Score -287738.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -287770.750000 Penalty: 2738.150146
	Iteration 42Q: 3 clusters Score -287770.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -287796.937500 Penalty: 2738.150146
	Iteration 43Q: 3 clusters Score -287796.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -287818.437500 Penalty: 2738.150146
	Iteration 44Q: 3 clusters Score -287818.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -287839.031250 Penalty: 2738.150146
	Iteration 45Q: 3 clusters Score -287839 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -287868.125000 Penalty: 2738.150146
	Iteration 46Q: 3 clusters Score -287868.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -287884.218750 Penalty: 2738.150146
	Iteration 47Q: 3 clusters Score -287884.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -287899.812500 Penalty: 2738.150146
	Iteration 48Q: 3 clusters Score -287899.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -287916.843750 Penalty: 2738.150146
	Iteration 49Q: 3 clusters Score -287916.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -287932.843750 Penalty: 2738.150146
	Iteration 50Q: 3 clusters Score -287932.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -287946.062500 Penalty: 2738.150146
	Iteration 51Q: 3 clusters Score -287946.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -287953.937500 Penalty: 2738.150146
	Iteration 52Q: 3 clusters Score -287953.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -287959.562500 Penalty: 2738.150146
	Iteration 53Q: 3 clusters Score -287959.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -287963.531250 Penalty: 2738.150146
	Iteration 54Q: 3 clusters Score -287963.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -287966.406250 Penalty: 2738.150146
	Iteration 55Q: 3 clusters Score -287966.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -287968.812500 Penalty: 2738.150146
	Iteration 56Q: 3 clusters Score -287968.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -287973.812500 Penalty: 2738.150146
	Iteration 57Q: 3 clusters Score -287973.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -287977.343750 Penalty: 2738.150146
	Iteration 58Q: 3 clusters Score -287977.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -287983.312500 Penalty: 2738.150146
	Iteration 59Q: 3 clusters Score -287983.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -287983.750000 Penalty: 2738.150146
	Iteration 60F: 3 clusters Score -287983.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -287984.593750 Penalty: 2738.150146
	Iteration 61Q: 3 clusters Score -287984.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -287986.500000 Penalty: 2738.150146
	Iteration 62Q: 3 clusters Score -287986.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -287988.968750 Penalty: 2738.150146
	Iteration 63Q: 3 clusters Score -287989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -287989.031250 Penalty: 2738.150146
	Iteration 64Q: 3 clusters Score -287989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -287989.031250 Penalty: 2738.150146
	Iteration 65F: 3 clusters Score -287989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Entering Unmasked Estep 
Score: -692592.250000 Penalty: 1519.899536
	Iteration 0F: 2 clusters Score -692592.2 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 5796 members 
Entering Unmasked Estep 
Score: -684374.187500 Penalty: 3039.799072
	Iteration 0F: 3 clusters Score -684374.2 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -687184.687500 Penalty: 3039.799072
	Iteration 1F: 3 clusters Score -687184.7 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -687439.125000 Penalty: 3039.799072
	Iteration 2F: 3 clusters Score -687439.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -687643.750000 Penalty: 3039.799072
	Iteration 3Q: 3 clusters Score -687643.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -687828.437500 Penalty: 3039.799072
	Iteration 4Q: 3 clusters Score -687828.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -688003.937500 Penalty: 3039.799072
	Iteration 5Q: 3 clusters Score -688003.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -688177.625000 Penalty: 3039.799072
	Iteration 6Q: 3 clusters Score -688177.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -688360.937500 Penalty: 3039.799072
	Iteration 7Q: 3 clusters Score -688360.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -688594.562500 Penalty: 3039.799072
	Iteration 8Q: 3 clusters Score -688594.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -688855.312500 Penalty: 3039.799072
	Iteration 9Q: 3 clusters Score -688855.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -689084.437500 Penalty: 3039.799072
	Iteration 10Q: 3 clusters Score -689084.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -689307.312500 Penalty: 3039.799072
	Iteration 11Q: 3 clusters Score -689307.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -689504.937500 Penalty: 3039.799072
	Iteration 12Q: 3 clusters Score -689504.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -689683.312500 Penalty: 3039.799072
	Iteration 13Q: 3 clusters Score -689683.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -689852.250000 Penalty: 3039.799072
	Iteration 14Q: 3 clusters Score -689852.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -689973.437500 Penalty: 3039.799072
	Iteration 15Q: 3 clusters Score -689973.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -690084.437500 Penalty: 3039.799072
	Iteration 16Q: 3 clusters Score -690084.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -690198.000000 Penalty: 3039.799072
	Iteration 17Q: 3 clusters Score -690198 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -690301.500000 Penalty: 3039.799072
	Iteration 18Q: 3 clusters Score -690301.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -690394.250000 Penalty: 3039.799072
	Iteration 19Q: 3 clusters Score -690394.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -690490.437500 Penalty: 3039.799072
	Iteration 20F: 3 clusters Score -690490.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -690572.437500 Penalty: 3039.799072
	Iteration 21Q: 3 clusters Score -690572.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -690656.062500 Penalty: 3039.799072
	Iteration 22Q: 3 clusters Score -690656.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -690730.187500 Penalty: 3039.799072
	Iteration 23Q: 3 clusters Score -690730.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -690807.062500 Penalty: 3039.799072
	Iteration 24Q: 3 clusters Score -690807.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -690872.625000 Penalty: 3039.799072
	Iteration 25Q: 3 clusters Score -690872.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -690927.000000 Penalty: 3039.799072
	Iteration 26Q: 3 clusters Score -690927 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -690991.437500 Penalty: 3039.799072
	Iteration 27Q: 3 clusters Score -690991.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -691043.000000 Penalty: 3039.799072
	Iteration 28Q: 3 clusters Score -691043 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -691092.187500 Penalty: 3039.799072
	Iteration 29Q: 3 clusters Score -691092.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -691132.687500 Penalty: 3039.799072
	Iteration 30Q: 3 clusters Score -691132.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -691163.812500 Penalty: 3039.799072
	Iteration 31Q: 3 clusters Score -691163.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -691190.875000 Penalty: 3039.799072
	Iteration 32Q: 3 clusters Score -691190.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -691210.625000 Penalty: 3039.799072
	Iteration 33Q: 3 clusters Score -691210.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -691233.250000 Penalty: 3039.799072
	Iteration 34Q: 3 clusters Score -691233.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -691251.062500 Penalty: 3039.799072
	Iteration 35Q: 3 clusters Score -691251.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -691269.125000 Penalty: 3039.799072
	Iteration 36Q: 3 clusters Score -691269.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -691282.062500 Penalty: 3039.799072
	Iteration 37Q: 3 clusters Score -691282.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -691293.000000 Penalty: 3039.799072
	Iteration 38Q: 3 clusters Score -691293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -691302.812500 Penalty: 3039.799072
	Iteration 39Q: 3 clusters Score -691302.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -691309.750000 Penalty: 3039.799072
	Iteration 40F: 3 clusters Score -691309.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -691316.875000 Penalty: 3039.799072
	Iteration 41Q: 3 clusters Score -691316.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -691323.062500 Penalty: 3039.799072
	Iteration 42Q: 3 clusters Score -691323.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -691327.062500 Penalty: 3039.799072
	Iteration 43Q: 3 clusters Score -691327.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -691332.187500 Penalty: 3039.799072
	Iteration 44Q: 3 clusters Score -691332.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -691339.437500 Penalty: 3039.799072
	Iteration 45Q: 3 clusters Score -691339.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -691340.687500 Penalty: 3039.799072
	Iteration 46Q: 3 clusters Score -691340.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -691345.062500 Penalty: 3039.799072
	Iteration 47Q: 3 clusters Score -691345.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -691348.625000 Penalty: 3039.799072
	Iteration 48Q: 3 clusters Score -691348.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -691351.500000 Penalty: 3039.799072
	Iteration 49Q: 3 clusters Score -691351.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -691352.125000 Penalty: 3039.799072
	Iteration 50Q: 3 clusters Score -691352.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -691352.500000 Penalty: 3039.799072
	Iteration 51Q: 3 clusters Score -691352.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -691354.812500 Penalty: 3039.799072
	Iteration 52Q: 3 clusters Score -691354.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -691355.375000 Penalty: 3039.799072
	Iteration 53Q: 3 clusters Score -691355.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -691357.562500 Penalty: 3039.799072
	Iteration 54Q: 3 clusters Score -691357.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -691357.875000 Penalty: 3039.799072
	Iteration 55Q: 3 clusters Score -691357.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -691359.437500 Penalty: 3039.799072
	Iteration 56Q: 3 clusters Score -691359.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -691358.375000 Penalty: 3039.799072
	Iteration 57Q: 3 clusters Score -691358.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -691359.500000 Penalty: 3039.799072
	Iteration 58Q: 3 clusters Score -691359.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -691359.500000 Penalty: 3039.799072
	Iteration 59F: 3 clusters Score -691359.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Entering Unmasked Estep 
Score: -906226.562500 Penalty: 1563.766479
	Iteration 0F: 2 clusters Score -906226.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -895838.500000 Penalty: 3127.532959
	Iteration 0F: 3 clusters Score -895838.5 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -899651.687500 Penalty: 3127.532959
	Iteration 1F: 3 clusters Score -899651.7 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -900155.187500 Penalty: 3127.532959
	Iteration 2F: 3 clusters Score -900155.2 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -900747.187500 Penalty: 3127.532959
	Iteration 3F: 3 clusters Score -900747.2 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -901445.000000 Penalty: 3127.532959
	Iteration 4F: 3 clusters Score -901445 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -902177.375000 Penalty: 3127.532959
	Iteration 5F: 3 clusters Score -902177.4 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -902911.562500 Penalty: 3127.532959
	Iteration 6F: 3 clusters Score -902911.6 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -903585.437500 Penalty: 3127.532959
	Iteration 7F: 3 clusters Score -903585.4 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -904087.250000 Penalty: 3127.532959
	Iteration 8Q: 3 clusters Score -904087.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -904366.187500 Penalty: 3127.532959
	Iteration 9Q: 3 clusters Score -904366.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -904530.125000 Penalty: 3127.532959
	Iteration 10Q: 3 clusters Score -904530.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -904616.312500 Penalty: 3127.532959
	Iteration 11Q: 3 clusters Score -904616.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -904688.937500 Penalty: 3127.532959
	Iteration 12Q: 3 clusters Score -904688.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -904751.187500 Penalty: 3127.532959
	Iteration 13Q: 3 clusters Score -904751.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -904797.125000 Penalty: 3127.532959
	Iteration 14Q: 3 clusters Score -904797.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -904835.312500 Penalty: 3127.532959
	Iteration 15Q: 3 clusters Score -904835.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -904873.937500 Penalty: 3127.532959
	Iteration 16Q: 3 clusters Score -904873.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -904901.250000 Penalty: 3127.532959
	Iteration 17Q: 3 clusters Score -904901.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -904917.375000 Penalty: 3127.532959
	Iteration 18Q: 3 clusters Score -904917.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -904933.437500 Penalty: 3127.532959
	Iteration 19Q: 3 clusters Score -904933.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -904946.000000 Penalty: 3127.532959
	Iteration 20F: 3 clusters Score -904946 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -904957.562500 Penalty: 3127.532959
	Iteration 21Q: 3 clusters Score -904957.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -904969.937500 Penalty: 3127.532959
	Iteration 22Q: 3 clusters Score -904969.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -904978.437500 Penalty: 3127.532959
	Iteration 23Q: 3 clusters Score -904978.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -904985.187500 Penalty: 3127.532959
	Iteration 24Q: 3 clusters Score -904985.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -904991.187500 Penalty: 3127.532959
	Iteration 25Q: 3 clusters Score -904991.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -904995.437500 Penalty: 3127.532959
	Iteration 26Q: 3 clusters Score -904995.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -904997.812500 Penalty: 3127.532959
	Iteration 27Q: 3 clusters Score -904997.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -904999.125000 Penalty: 3127.532959
	Iteration 28Q: 3 clusters Score -904999.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -905000.812500 Penalty: 3127.532959
	Iteration 29Q: 3 clusters Score -905000.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -905003.750000 Penalty: 3127.532959
	Iteration 30Q: 3 clusters Score -905003.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -905004.062500 Penalty: 3127.532959
	Iteration 31Q: 3 clusters Score -905004.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -905009.750000 Penalty: 3127.532959
	Iteration 32Q: 3 clusters Score -905009.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -905011.625000 Penalty: 3127.532959
	Iteration 33Q: 3 clusters Score -905011.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -905013.437500 Penalty: 3127.532959
	Iteration 34Q: 3 clusters Score -905013.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -905013.250000 Penalty: 3127.532959
	Iteration 35Q: 3 clusters Score -905013.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -905012.750000 Penalty: 3127.532959
	Iteration 36Q: 3 clusters Score -905012.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -905012.750000 Penalty: 3127.532959
	Iteration 37F: 3 clusters Score -905012.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49743 members 
Entering Unmasked Estep 
Score: -3075455.000000 Penalty: 1757.376587
	Iteration 0F: 2 clusters Score -3075455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -3042103.250000 Penalty: 3514.753174
	Iteration 0F: 3 clusters Score -3042103 nChanged 23274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -3055222.500000 Penalty: 3514.753174
	Iteration 1F: 3 clusters Score -3055222 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -3055851.750000 Penalty: 3514.753174
	Iteration 2Q: 3 clusters Score -3055852 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -3056658.750000 Penalty: 3514.753174
	Iteration 3Q: 3 clusters Score -3056659 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -3058014.250000 Penalty: 3514.753174
	Iteration 4F: 3 clusters Score -3058014 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -3060262.500000 Penalty: 3514.753174
	Iteration 5F: 3 clusters Score -3060262 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -3063666.750000 Penalty: 3514.753174
	Iteration 6F: 3 clusters Score -3063667 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -3067682.250000 Penalty: 3514.753174
	Iteration 7F: 3 clusters Score -3067682 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3071128.750000 Penalty: 3514.753174
	Iteration 8F: 3 clusters Score -3071129 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3072955.250000 Penalty: 3514.753174
	Iteration 9Q: 3 clusters Score -3072955 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3073505.500000 Penalty: 3514.753174
	Iteration 10Q: 3 clusters Score -3073506 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3073719.750000 Penalty: 3514.753174
	Iteration 11Q: 3 clusters Score -3073720 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3073801.750000 Penalty: 3514.753174
	Iteration 12Q: 3 clusters Score -3073802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3073837.750000 Penalty: 3514.753174
	Iteration 13Q: 3 clusters Score -3073838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49579 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3073852.750000 Penalty: 3514.753174
	Iteration 14Q: 3 clusters Score -3073853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3073876.250000 Penalty: 3514.753174
	Iteration 15Q: 3 clusters Score -3073876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -3073891.750000 Penalty: 3514.753174
	Iteration 16Q: 3 clusters Score -3073892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -3073897.500000 Penalty: 3514.753174
	Iteration 17Q: 3 clusters Score -3073898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3073902.750000 Penalty: 3514.753174
	Iteration 18Q: 3 clusters Score -3073903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3073904.250000 Penalty: 3514.753174
	Iteration 19Q: 3 clusters Score -3073904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49594 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3073905.750000 Penalty: 3514.753174
	Iteration 20F: 3 clusters Score -3073906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Entering Unmasked Estep 
Score: -314178.968750 Penalty: 1381.719849
	Iteration 0F: 2 clusters Score -314179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -310181.187500 Penalty: 2763.439697
	Iteration 0F: 3 clusters Score -310181.2 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -311271.312500 Penalty: 2763.439697
	Iteration 1F: 3 clusters Score -311271.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -311453.593750 Penalty: 2763.439697
	Iteration 2F: 3 clusters Score -311453.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -311589.718750 Penalty: 2763.439697
	Iteration 3F: 3 clusters Score -311589.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -311688.843750 Penalty: 2763.439697
	Iteration 4Q: 3 clusters Score -311688.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -311771.125000 Penalty: 2763.439697
	Iteration 5Q: 3 clusters Score -311771.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -311854.156250 Penalty: 2763.439697
	Iteration 6Q: 3 clusters Score -311854.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -311931.468750 Penalty: 2763.439697
	Iteration 7Q: 3 clusters Score -311931.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -311991.343750 Penalty: 2763.439697
	Iteration 8Q: 3 clusters Score -311991.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -312047.062500 Penalty: 2763.439697
	Iteration 9Q: 3 clusters Score -312047.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -312098.375000 Penalty: 2763.439697
	Iteration 10Q: 3 clusters Score -312098.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -312154.593750 Penalty: 2763.439697
	Iteration 11Q: 3 clusters Score -312154.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -312214.125000 Penalty: 2763.439697
	Iteration 12Q: 3 clusters Score -312214.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -312272.343750 Penalty: 2763.439697
	Iteration 13Q: 3 clusters Score -312272.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -312327.656250 Penalty: 2763.439697
	Iteration 14Q: 3 clusters Score -312327.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -312386.687500 Penalty: 2763.439697
	Iteration 15Q: 3 clusters Score -312386.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -312444.156250 Penalty: 2763.439697
	Iteration 16Q: 3 clusters Score -312444.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -312504.093750 Penalty: 2763.439697
	Iteration 17Q: 3 clusters Score -312504.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -312570.218750 Penalty: 2763.439697
	Iteration 18Q: 3 clusters Score -312570.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -312622.750000 Penalty: 2763.439697
	Iteration 19Q: 3 clusters Score -312622.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -312663.843750 Penalty: 2763.439697
	Iteration 20F: 3 clusters Score -312663.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -312696.875000 Penalty: 2763.439697
	Iteration 21Q: 3 clusters Score -312696.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -312721.625000 Penalty: 2763.439697
	Iteration 22Q: 3 clusters Score -312721.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -312741.156250 Penalty: 2763.439697
	Iteration 23Q: 3 clusters Score -312741.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -312754.281250 Penalty: 2763.439697
	Iteration 24Q: 3 clusters Score -312754.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -312764.625000 Penalty: 2763.439697
	Iteration 25Q: 3 clusters Score -312764.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -312772.687500 Penalty: 2763.439697
	Iteration 26Q: 3 clusters Score -312772.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -312780.625000 Penalty: 2763.439697
	Iteration 27Q: 3 clusters Score -312780.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -312787.906250 Penalty: 2763.439697
	Iteration 28Q: 3 clusters Score -312787.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -312794.406250 Penalty: 2763.439697
	Iteration 29Q: 3 clusters Score -312794.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -312799.468750 Penalty: 2763.439697
	Iteration 30Q: 3 clusters Score -312799.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -312801.875000 Penalty: 2763.439697
	Iteration 31Q: 3 clusters Score -312801.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -312805.250000 Penalty: 2763.439697
	Iteration 32Q: 3 clusters Score -312805.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -312809.000000 Penalty: 2763.439697
	Iteration 33Q: 3 clusters Score -312809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -312812.906250 Penalty: 2763.439697
	Iteration 34Q: 3 clusters Score -312812.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -312816.125000 Penalty: 2763.439697
	Iteration 35Q: 3 clusters Score -312816.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -312819.218750 Penalty: 2763.439697
	Iteration 36Q: 3 clusters Score -312819.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -312821.000000 Penalty: 2763.439697
	Iteration 37Q: 3 clusters Score -312821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -312822.500000 Penalty: 2763.439697
	Iteration 38Q: 3 clusters Score -312822.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -312824.031250 Penalty: 2763.439697
	Iteration 39Q: 3 clusters Score -312824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -312824.843750 Penalty: 2763.439697
	Iteration 40F: 3 clusters Score -312824.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -312824.812500 Penalty: 2763.439697
	Iteration 41Q: 3 clusters Score -312824.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -312825.750000 Penalty: 2763.439697
	Iteration 42Q: 3 clusters Score -312825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -312826.187500 Penalty: 2763.439697
	Iteration 43Q: 3 clusters Score -312826.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -312828.875000 Penalty: 2763.439697
	Iteration 44Q: 3 clusters Score -312828.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -312829.468750 Penalty: 2763.439697
	Iteration 45Q: 3 clusters Score -312829.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -312828.968750 Penalty: 2763.439697
	Iteration 46Q: 3 clusters Score -312829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -312830.437500 Penalty: 2763.439697
	Iteration 47Q: 3 clusters Score -312830.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -312830.500000 Penalty: 2763.439697
	Iteration 48Q: 3 clusters Score -312830.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -312831.593750 Penalty: 2763.439697
	Iteration 49Q: 3 clusters Score -312831.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -312831.937500 Penalty: 2763.439697
	Iteration 50Q: 3 clusters Score -312831.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -312833.250000 Penalty: 2763.439697
	Iteration 51Q: 3 clusters Score -312833.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -312834.093750 Penalty: 2763.439697
	Iteration 52Q: 3 clusters Score -312834.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -312834.656250 Penalty: 2763.439697
	Iteration 53Q: 3 clusters Score -312834.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -312836.031250 Penalty: 2763.439697
	Iteration 54Q: 3 clusters Score -312836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -312837.125000 Penalty: 2763.439697
	Iteration 55Q: 3 clusters Score -312837.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -312838.000000 Penalty: 2763.439697
	Iteration 56Q: 3 clusters Score -312838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -312838.000000 Penalty: 2763.439697
	Iteration 57Q: 3 clusters Score -312838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -312838.000000 Penalty: 2763.439697
	Iteration 58F: 3 clusters Score -312838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Entering Unmasked Estep 
Score: -112042.296875 Penalty: 1241.285522
	Iteration 0F: 2 clusters Score -112042.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -109923.812500 Penalty: 2482.571045
	Iteration 0F: 3 clusters Score -109923.8 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -110424.828125 Penalty: 2482.571045
	Iteration 1F: 3 clusters Score -110424.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -110557.750000 Penalty: 2482.571045
	Iteration 2F: 3 clusters Score -110557.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -110632.296875 Penalty: 2482.571045
	Iteration 3F: 3 clusters Score -110632.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -110687.929688 Penalty: 2482.571045
	Iteration 4Q: 3 clusters Score -110687.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -110743.265625 Penalty: 2482.571045
	Iteration 5Q: 3 clusters Score -110743.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -110783.453125 Penalty: 2482.571045
	Iteration 6Q: 3 clusters Score -110783.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -110815.484375 Penalty: 2482.571045
	Iteration 7Q: 3 clusters Score -110815.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -110849.460938 Penalty: 2482.571045
	Iteration 8Q: 3 clusters Score -110849.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -110889.046875 Penalty: 2482.571045
	Iteration 9Q: 3 clusters Score -110889 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -110946.984375 Penalty: 2482.571045
	Iteration 10Q: 3 clusters Score -110947 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -111002.835938 Penalty: 2482.571045
	Iteration 11Q: 3 clusters Score -111002.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -111049.703125 Penalty: 2482.571045
	Iteration 12Q: 3 clusters Score -111049.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -111085.000000 Penalty: 2482.571045
	Iteration 13Q: 3 clusters Score -111085 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -111121.484375 Penalty: 2482.571045
	Iteration 14Q: 3 clusters Score -111121.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -111149.718750 Penalty: 2482.571045
	Iteration 15Q: 3 clusters Score -111149.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -111176.046875 Penalty: 2482.571045
	Iteration 16Q: 3 clusters Score -111176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -111198.132812 Penalty: 2482.571045
	Iteration 17Q: 3 clusters Score -111198.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -111216.953125 Penalty: 2482.571045
	Iteration 18Q: 3 clusters Score -111217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -111234.578125 Penalty: 2482.571045
	Iteration 19Q: 3 clusters Score -111234.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -111244.992188 Penalty: 2482.571045
	Iteration 20F: 3 clusters Score -111245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -111260.718750 Penalty: 2482.571045
	Iteration 21Q: 3 clusters Score -111260.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -111271.765625 Penalty: 2482.571045
	Iteration 22Q: 3 clusters Score -111271.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -111285.687500 Penalty: 2482.571045
	Iteration 23Q: 3 clusters Score -111285.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -111298.554688 Penalty: 2482.571045
	Iteration 24Q: 3 clusters Score -111298.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -111309.000000 Penalty: 2482.571045
	Iteration 25Q: 3 clusters Score -111309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -111314.257812 Penalty: 2482.571045
	Iteration 26Q: 3 clusters Score -111314.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -111317.828125 Penalty: 2482.571045
	Iteration 27Q: 3 clusters Score -111317.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -111320.351562 Penalty: 2482.571045
	Iteration 28Q: 3 clusters Score -111320.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -111321.070312 Penalty: 2482.571045
	Iteration 29Q: 3 clusters Score -111321.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -111321.390625 Penalty: 2482.571045
	Iteration 30Q: 3 clusters Score -111321.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -111322.210938 Penalty: 2482.571045
	Iteration 31Q: 3 clusters Score -111322.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -111322.210938 Penalty: 2482.571045
	Iteration 32F: 3 clusters Score -111322.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Entering Unmasked Estep 
Score: -309626.031250 Penalty: 1386.591309
	Iteration 0F: 2 clusters Score -309626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -305561.875000 Penalty: 2773.182617
	Iteration 0F: 3 clusters Score -305561.9 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -306666.406250 Penalty: 2773.182617
	Iteration 1F: 3 clusters Score -306666.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -306899.312500 Penalty: 2773.182617
	Iteration 2F: 3 clusters Score -306899.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -307038.750000 Penalty: 2773.182617
	Iteration 3F: 3 clusters Score -307038.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -307143.125000 Penalty: 2773.182617
	Iteration 4Q: 3 clusters Score -307143.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -307227.312500 Penalty: 2773.182617
	Iteration 5Q: 3 clusters Score -307227.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -307305.031250 Penalty: 2773.182617
	Iteration 6Q: 3 clusters Score -307305 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -307385.968750 Penalty: 2773.182617
	Iteration 7Q: 3 clusters Score -307386 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -307478.625000 Penalty: 2773.182617
	Iteration 8Q: 3 clusters Score -307478.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -307581.750000 Penalty: 2773.182617
	Iteration 9Q: 3 clusters Score -307581.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -307691.156250 Penalty: 2773.182617
	Iteration 10Q: 3 clusters Score -307691.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -307795.593750 Penalty: 2773.182617
	Iteration 11Q: 3 clusters Score -307795.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -307891.843750 Penalty: 2773.182617
	Iteration 12Q: 3 clusters Score -307891.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -307993.187500 Penalty: 2773.182617
	Iteration 13Q: 3 clusters Score -307993.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -308136.968750 Penalty: 2773.182617
	Iteration 14Q: 3 clusters Score -308137 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -308278.000000 Penalty: 2773.182617
	Iteration 15Q: 3 clusters Score -308278 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -308368.656250 Penalty: 2773.182617
	Iteration 16Q: 3 clusters Score -308368.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -308411.968750 Penalty: 2773.182617
	Iteration 17Q: 3 clusters Score -308412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -308435.625000 Penalty: 2773.182617
	Iteration 18Q: 3 clusters Score -308435.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -308454.343750 Penalty: 2773.182617
	Iteration 19Q: 3 clusters Score -308454.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -308473.187500 Penalty: 2773.182617
	Iteration 20F: 3 clusters Score -308473.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -308487.000000 Penalty: 2773.182617
	Iteration 21Q: 3 clusters Score -308487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -308494.968750 Penalty: 2773.182617
	Iteration 22Q: 3 clusters Score -308495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -308502.750000 Penalty: 2773.182617
	Iteration 23Q: 3 clusters Score -308502.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -308511.750000 Penalty: 2773.182617
	Iteration 24Q: 3 clusters Score -308511.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -308518.125000 Penalty: 2773.182617
	Iteration 25Q: 3 clusters Score -308518.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -308522.781250 Penalty: 2773.182617
	Iteration 26Q: 3 clusters Score -308522.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -308525.187500 Penalty: 2773.182617
	Iteration 27Q: 3 clusters Score -308525.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -308526.750000 Penalty: 2773.182617
	Iteration 28Q: 3 clusters Score -308526.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -308527.750000 Penalty: 2773.182617
	Iteration 29Q: 3 clusters Score -308527.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -308528.781250 Penalty: 2773.182617
	Iteration 30Q: 3 clusters Score -308528.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -308529.000000 Penalty: 2773.182617
	Iteration 31Q: 3 clusters Score -308529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -308528.812500 Penalty: 2773.182617
	Iteration 32Q: 3 clusters Score -308528.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -308528.812500 Penalty: 2773.182617
	Iteration 33F: 3 clusters Score -308528.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Entering Unmasked Estep 
Score: -1350096.875000 Penalty: 1614.191040
	Iteration 0F: 2 clusters Score -1350097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1336082.750000 Penalty: 3228.382080
	Iteration 0F: 3 clusters Score -1336083 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1341149.125000 Penalty: 3228.382080
	Iteration 1F: 3 clusters Score -1341149 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1341472.000000 Penalty: 3228.382080
	Iteration 2Q: 3 clusters Score -1341472 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1341750.000000 Penalty: 3228.382080
	Iteration 3Q: 3 clusters Score -1341750 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1342024.000000 Penalty: 3228.382080
	Iteration 4Q: 3 clusters Score -1342024 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1342441.000000 Penalty: 3228.382080
	Iteration 5Q: 3 clusters Score -1342441 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1343101.375000 Penalty: 3228.382080
	Iteration 6F: 3 clusters Score -1343101 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1344058.000000 Penalty: 3228.382080
	Iteration 7F: 3 clusters Score -1344058 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -1345344.500000 Penalty: 3228.382080
	Iteration 8F: 3 clusters Score -1345344 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -1346710.125000 Penalty: 3228.382080
	Iteration 9F: 3 clusters Score -1346710 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -1347740.125000 Penalty: 3228.382080
	Iteration 10F: 3 clusters Score -1347740 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -1348254.000000 Penalty: 3228.382080
	Iteration 11Q: 3 clusters Score -1348254 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -1348502.875000 Penalty: 3228.382080
	Iteration 12Q: 3 clusters Score -1348503 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -1348604.875000 Penalty: 3228.382080
	Iteration 13Q: 3 clusters Score -1348605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -1348635.250000 Penalty: 3228.382080
	Iteration 14Q: 3 clusters Score -1348635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -1348644.000000 Penalty: 3228.382080
	Iteration 15Q: 3 clusters Score -1348644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -1348649.500000 Penalty: 3228.382080
	Iteration 16Q: 3 clusters Score -1348650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -1348650.250000 Penalty: 3228.382080
	Iteration 17Q: 3 clusters Score -1348650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -1348650.250000 Penalty: 3228.382080
	Iteration 18F: 3 clusters Score -1348650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Entering Unmasked Estep 
Score: -90116.125000 Penalty: 1194.875732
	Iteration 0F: 2 clusters Score -90116.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -88288.437500 Penalty: 2389.751465
	Iteration 0F: 3 clusters Score -88288.44 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -88613.507812 Penalty: 2389.751465
	Iteration 1F: 3 clusters Score -88613.51 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -88718.078125 Penalty: 2389.751465
	Iteration 2F: 3 clusters Score -88718.08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -88788.179688 Penalty: 2389.751465
	Iteration 3F: 3 clusters Score -88788.18 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -88824.070312 Penalty: 2389.751465
	Iteration 4Q: 3 clusters Score -88824.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -88847.304688 Penalty: 2389.751465
	Iteration 5Q: 3 clusters Score -88847.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -88867.617188 Penalty: 2389.751465
	Iteration 6Q: 3 clusters Score -88867.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -88891.031250 Penalty: 2389.751465
	Iteration 7Q: 3 clusters Score -88891.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -88915.117188 Penalty: 2389.751465
	Iteration 8Q: 3 clusters Score -88915.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -88934.109375 Penalty: 2389.751465
	Iteration 9Q: 3 clusters Score -88934.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -88944.281250 Penalty: 2389.751465
	Iteration 10Q: 3 clusters Score -88944.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -88956.125000 Penalty: 2389.751465
	Iteration 11Q: 3 clusters Score -88956.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -88972.976562 Penalty: 2389.751465
	Iteration 12Q: 3 clusters Score -88972.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -88993.609375 Penalty: 2389.751465
	Iteration 13Q: 3 clusters Score -88993.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -89011.007812 Penalty: 2389.751465
	Iteration 14Q: 3 clusters Score -89011.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -89028.789062 Penalty: 2389.751465
	Iteration 15Q: 3 clusters Score -89028.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -89046.937500 Penalty: 2389.751465
	Iteration 16Q: 3 clusters Score -89046.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -89074.117188 Penalty: 2389.751465
	Iteration 17Q: 3 clusters Score -89074.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -89094.179688 Penalty: 2389.751465
	Iteration 18Q: 3 clusters Score -89094.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -89110.023438 Penalty: 2389.751465
	Iteration 19Q: 3 clusters Score -89110.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -89127.617188 Penalty: 2389.751465
	Iteration 20F: 3 clusters Score -89127.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -89149.273438 Penalty: 2389.751465
	Iteration 21Q: 3 clusters Score -89149.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -89172.656250 Penalty: 2389.751465
	Iteration 22Q: 3 clusters Score -89172.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -89218.257812 Penalty: 2389.751465
	Iteration 23Q: 3 clusters Score -89218.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -89258.015625 Penalty: 2389.751465
	Iteration 24Q: 3 clusters Score -89258.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -89289.328125 Penalty: 2389.751465
	Iteration 25Q: 3 clusters Score -89289.33 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -89330.531250 Penalty: 2389.751465
	Iteration 26Q: 3 clusters Score -89330.53 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -89377.703125 Penalty: 2389.751465
	Iteration 27Q: 3 clusters Score -89377.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -89422.421875 Penalty: 2389.751465
	Iteration 28Q: 3 clusters Score -89422.42 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -89467.335938 Penalty: 2389.751465
	Iteration 29Q: 3 clusters Score -89467.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -89504.398438 Penalty: 2389.751465
	Iteration 30Q: 3 clusters Score -89504.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -89517.546875 Penalty: 2389.751465
	Iteration 31Q: 3 clusters Score -89517.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -89523.617188 Penalty: 2389.751465
	Iteration 32Q: 3 clusters Score -89523.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -89527.054688 Penalty: 2389.751465
	Iteration 33Q: 3 clusters Score -89527.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -89531.609375 Penalty: 2389.751465
	Iteration 34Q: 3 clusters Score -89531.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -89533.687500 Penalty: 2389.751465
	Iteration 35Q: 3 clusters Score -89533.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -89533.687500 Penalty: 2389.751465
	Iteration 36F: 3 clusters Score -89533.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Entering Unmasked Estep 
Score: -448461.718750 Penalty: 1456.846191
	Iteration 0F: 2 clusters Score -448461.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -442704.156250 Penalty: 2913.692383
	Iteration 0F: 3 clusters Score -442704.2 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -444659.531250 Penalty: 2913.692383
	Iteration 1F: 3 clusters Score -444659.5 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -445080.812500 Penalty: 2913.692383
	Iteration 2F: 3 clusters Score -445080.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -445496.031250 Penalty: 2913.692383
	Iteration 3F: 3 clusters Score -445496 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -445902.531250 Penalty: 2913.692383
	Iteration 4F: 3 clusters Score -445902.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -446256.968750 Penalty: 2913.692383
	Iteration 5F: 3 clusters Score -446257 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -446612.156250 Penalty: 2913.692383
	Iteration 6F: 3 clusters Score -446612.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -446914.031250 Penalty: 2913.692383
	Iteration 7F: 3 clusters Score -446914 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -447131.843750 Penalty: 2913.692383
	Iteration 8Q: 3 clusters Score -447131.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -447277.218750 Penalty: 2913.692383
	Iteration 9Q: 3 clusters Score -447277.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -447381.750000 Penalty: 2913.692383
	Iteration 10Q: 3 clusters Score -447381.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -447452.343750 Penalty: 2913.692383
	Iteration 11Q: 3 clusters Score -447452.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -447491.218750 Penalty: 2913.692383
	Iteration 12Q: 3 clusters Score -447491.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -447519.687500 Penalty: 2913.692383
	Iteration 13Q: 3 clusters Score -447519.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -447533.281250 Penalty: 2913.692383
	Iteration 14Q: 3 clusters Score -447533.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -447544.000000 Penalty: 2913.692383
	Iteration 15Q: 3 clusters Score -447544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -447550.375000 Penalty: 2913.692383
	Iteration 16Q: 3 clusters Score -447550.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -447554.843750 Penalty: 2913.692383
	Iteration 17Q: 3 clusters Score -447554.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -447556.062500 Penalty: 2913.692383
	Iteration 18Q: 3 clusters Score -447556.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -447558.937500 Penalty: 2913.692383
	Iteration 19Q: 3 clusters Score -447558.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -447560.312500 Penalty: 2913.692383
	Iteration 20F: 3 clusters Score -447560.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -447561.218750 Penalty: 2913.692383
	Iteration 21Q: 3 clusters Score -447561.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -447562.750000 Penalty: 2913.692383
	Iteration 22Q: 3 clusters Score -447562.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -447564.093750 Penalty: 2913.692383
	Iteration 23Q: 3 clusters Score -447564.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -447564.312500 Penalty: 2913.692383
	Iteration 24Q: 3 clusters Score -447564.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -447566.125000 Penalty: 2913.692383
	Iteration 25Q: 3 clusters Score -447566.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -447566.875000 Penalty: 2913.692383
	Iteration 26Q: 3 clusters Score -447566.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -447567.656250 Penalty: 2913.692383
	Iteration 27Q: 3 clusters Score -447567.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -447568.906250 Penalty: 2913.692383
	Iteration 28Q: 3 clusters Score -447568.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -447569.218750 Penalty: 2913.692383
	Iteration 29Q: 3 clusters Score -447569.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -447570.718750 Penalty: 2913.692383
	Iteration 30Q: 3 clusters Score -447570.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -447570.593750 Penalty: 2913.692383
	Iteration 31Q: 3 clusters Score -447570.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -447571.468750 Penalty: 2913.692383
	Iteration 32Q: 3 clusters Score -447571.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -447571.562500 Penalty: 2913.692383
	Iteration 33Q: 3 clusters Score -447571.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -447572.156250 Penalty: 2913.692383
	Iteration 34Q: 3 clusters Score -447572.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -447573.812500 Penalty: 2913.692383
	Iteration 35Q: 3 clusters Score -447573.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -447573.750000 Penalty: 2913.692383
	Iteration 36Q: 3 clusters Score -447573.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -447573.750000 Penalty: 2913.692383
	Iteration 37F: 3 clusters Score -447573.8 nChanged 0
--- Evaluating fit on full set of 1079358 points ---
Entering Unmasked Estep 
Score: -64056684.000000 Penalty: 45148.601562
21->21 Clusters: Score -64056684.000000, best is -64085968.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 359786 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 17248 members 
Mstep: Class 3 contains 17158 members 
Mstep: Class 4 contains 17157 members 
Mstep: Class 5 contains 16799 members 
Mstep: Class 6 contains 17121 members 
Mstep: Class 7 contains 17177 members 
Mstep: Class 8 contains 17008 members 
Mstep: Class 9 contains 17123 members 
Mstep: Class 10 contains 16971 members 
Mstep: Class 11 contains 17188 members 
Mstep: Class 12 contains 17192 members 
Mstep: Class 13 contains 17080 members 
Mstep: Class 14 contains 17021 members 
Mstep: Class 15 contains 17004 members 
Mstep: Class 16 contains 17205 members 
Mstep: Class 17 contains 17421 members 
Mstep: Class 18 contains 17033 members 
Mstep: Class 19 contains 17342 members 
Mstep: Class 20 contains 17284 members 
Mstep: Class 21 contains 17075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 400.448059 but Gain 2078.906250
Score: -19789572.000000 Penalty: 41578.109375
Iteration 0F: 21 clusters Score -1.978957e+07 nChanged 339605
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 25934 members 
Mstep: Class 3 contains 16489 members 
Mstep: Class 4 contains 6822 members 
Mstep: Class 5 contains 31559 members 
Mstep: Class 6 contains 16693 members 
Mstep: Class 7 contains 28773 members 
Mstep: Class 8 contains 14516 members 
Mstep: Class 9 contains 18192 members 
Mstep: Class 10 contains 19872 members 
Mstep: Class 11 contains 8900 members 
Mstep: Class 12 contains 12020 members 
Mstep: Class 13 contains 19356 members 
Mstep: Class 14 contains 21166 members 
Mstep: Class 15 contains 23929 members 
Mstep: Class 16 contains 18719 members 
Mstep: Class 17 contains 15394 members 
Mstep: Class 19 contains 12659 members 
Mstep: Class 20 contains 24037 members 
Mstep: Class 21 contains 14002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20690432.000000 Penalty: 41578.109375
Iteration 1F: 21 clusters Score -2.069043e+07 nChanged 121872
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 29036 members 
Mstep: Class 3 contains 13596 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 46930 members 
Mstep: Class 6 contains 14112 members 
Mstep: Class 7 contains 32301 members 
Mstep: Class 8 contains 12406 members 
Mstep: Class 9 contains 13829 members 
Mstep: Class 10 contains 18902 members 
Mstep: Class 11 contains 9425 members 
Mstep: Class 12 contains 11946 members 
Mstep: Class 13 contains 20238 members 
Mstep: Class 14 contains 19687 members 
Mstep: Class 15 contains 22970 members 
Mstep: Class 16 contains 21935 members 
Mstep: Class 17 contains 10274 members 
Mstep: Class 19 contains 9979 members 
Mstep: Class 20 contains 23225 members 
Mstep: Class 21 contains 15045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20888068.000000 Penalty: 41578.109375
Iteration 2F: 21 clusters Score -2.088807e+07 nChanged 92952
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 28471 members 
Mstep: Class 3 contains 10590 members 
Mstep: Class 4 contains 3652 members 
Mstep: Class 5 contains 61613 members 
Mstep: Class 6 contains 11210 members 
Mstep: Class 7 contains 38851 members 
Mstep: Class 8 contains 11899 members 
Mstep: Class 9 contains 9210 members 
Mstep: Class 10 contains 19967 members 
Mstep: Class 11 contains 10521 members 
Mstep: Class 12 contains 11422 members 
Mstep: Class 13 contains 18578 members 
Mstep: Class 14 contains 16978 members 
Mstep: Class 15 contains 19809 members 
Mstep: Class 16 contains 27065 members 
Mstep: Class 17 contains 7499 members 
Mstep: Class 19 contains 7568 members 
Mstep: Class 20 contains 20563 members 
Mstep: Class 21 contains 16724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21009614.000000 Penalty: 41578.109375
Iteration 3F: 21 clusters Score -2.100961e+07 nChanged 72398
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 26189 members 
Mstep: Class 3 contains 8107 members 
Mstep: Class 4 contains 2935 members 
Mstep: Class 5 contains 75423 members 
Mstep: Class 6 contains 8079 members 
Mstep: Class 7 contains 46531 members 
Mstep: Class 8 contains 12113 members 
Mstep: Class 9 contains 5993 members 
Mstep: Class 10 contains 21381 members 
Mstep: Class 11 contains 11701 members 
Mstep: Class 12 contains 10214 members 
Mstep: Class 13 contains 15392 members 
Mstep: Class 14 contains 15185 members 
Mstep: Class 15 contains 16696 members 
Mstep: Class 16 contains 30952 members 
Mstep: Class 17 contains 6057 members 
Mstep: Class 19 contains 6199 members 
Mstep: Class 20 contains 16266 members 
Mstep: Class 21 contains 18450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21087276.000000 Penalty: 41578.109375
Iteration 4F: 21 clusters Score -2.108728e+07 nChanged 57232
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 23313 members 
Mstep: Class 3 contains 6380 members 
Mstep: Class 4 contains 2510 members 
Mstep: Class 5 contains 88160 members 
Mstep: Class 6 contains 5249 members 
Mstep: Class 7 contains 54396 members 
Mstep: Class 8 contains 12682 members 
Mstep: Class 9 contains 4091 members 
Mstep: Class 10 contains 21935 members 
Mstep: Class 11 contains 12760 members 
Mstep: Class 12 contains 8490 members 
Mstep: Class 13 contains 11864 members 
Mstep: Class 14 contains 14293 members 
Mstep: Class 15 contains 14472 members 
Mstep: Class 16 contains 32207 members 
Mstep: Class 17 contains 5699 members 
Mstep: Class 19 contains 5218 members 
Mstep: Class 20 contains 11816 members 
Mstep: Class 21 contains 19938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21140788.000000 Penalty: 41578.109375
Iteration 5F: 21 clusters Score -2.114079e+07 nChanged 46649
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 20330 members 
Mstep: Class 3 contains 5177 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 98956 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 62151 members 
Mstep: Class 8 contains 13620 members 
Mstep: Class 9 contains 2985 members 
Mstep: Class 10 contains 21715 members 
Mstep: Class 11 contains 13465 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 8845 members 
Mstep: Class 14 contains 13182 members 
Mstep: Class 15 contains 13100 members 
Mstep: Class 16 contains 31912 members 
Mstep: Class 17 contains 5602 members 
Mstep: Class 19 contains 4384 members 
Mstep: Class 20 contains 8058 members 
Mstep: Class 21 contains 21055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1860.737183 but Gain 2078.906250
Score: -21182172.000000 Penalty: 39499.203125
Iteration 6F: 20 clusters Score -2.118217e+07 nChanged 39721
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 17553 members 
Mstep: Class 3 contains 4490 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 107011 members 
Mstep: Class 7 contains 69806 members 
Mstep: Class 8 contains 14800 members 
Mstep: Class 9 contains 2345 members 
Mstep: Class 10 contains 21545 members 
Mstep: Class 11 contains 13792 members 
Mstep: Class 12 contains 5230 members 
Mstep: Class 13 contains 6872 members 
Mstep: Class 14 contains 11517 members 
Mstep: Class 15 contains 12345 members 
Mstep: Class 16 contains 30911 members 
Mstep: Class 17 contains 5463 members 
Mstep: Class 19 contains 3760 members 
Mstep: Class 20 contains 5781 members 
Mstep: Class 21 contains 21731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1382.968506 but Gain 2078.906250
Score: -21216740.000000 Penalty: 37420.296875
Iteration 7F: 19 clusters Score -2.121674e+07 nChanged 31830
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 2 contains 15402 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 3275 members 
Mstep: Class 5 contains 110778 members 
Mstep: Class 7 contains 76145 members 
Mstep: Class 8 contains 16052 members 
Mstep: Class 9 contains 1973 members 
Mstep: Class 10 contains 21579 members 
Mstep: Class 11 contains 13907 members 
Mstep: Class 12 contains 4014 members 
Mstep: Class 13 contains 5869 members 
Mstep: Class 14 contains 9435 members 
Mstep: Class 15 contains 11996 members 
Mstep: Class 16 contains 29479 members 
Mstep: Class 17 contains 5284 members 
Mstep: Class 19 contains 3320 members 
Mstep: Class 20 contains 4941 members 
Mstep: Class 21 contains 22230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21241646.000000 Penalty: 37420.296875
Iteration 8F: 19 clusters Score -2.124165e+07 nChanged 25129
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 13469 members 
Mstep: Class 3 contains 3724 members 
Mstep: Class 4 contains 3684 members 
Mstep: Class 5 contains 111377 members 
Mstep: Class 7 contains 81792 members 
Mstep: Class 8 contains 17079 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 22256 members 
Mstep: Class 11 contains 13911 members 
Mstep: Class 12 contains 3056 members 
Mstep: Class 13 contains 5656 members 
Mstep: Class 14 contains 7420 members 
Mstep: Class 15 contains 11991 members 
Mstep: Class 16 contains 28088 members 
Mstep: Class 17 contains 5095 members 
Mstep: Class 19 contains 2936 members 
Mstep: Class 20 contains 4709 members 
Mstep: Class 21 contains 21727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21259030.000000 Penalty: 37420.296875
Iteration 9F: 19 clusters Score -2.125903e+07 nChanged 21350
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 11958 members 
Mstep: Class 3 contains 3557 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 109720 members 
Mstep: Class 7 contains 87242 members 
Mstep: Class 8 contains 17848 members 
Mstep: Class 9 contains 1619 members 
Mstep: Class 10 contains 23414 members 
Mstep: Class 11 contains 13850 members 
Mstep: Class 12 contains 2415 members 
Mstep: Class 13 contains 5825 members 
Mstep: Class 14 contains 5755 members 
Mstep: Class 15 contains 12228 members 
Mstep: Class 16 contains 26893 members 
Mstep: Class 17 contains 4889 members 
Mstep: Class 19 contains 2661 members 
Mstep: Class 20 contains 4702 members 
Mstep: Class 21 contains 21130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21272622.000000 Penalty: 37420.296875
Iteration 10F: 19 clusters Score -2.127262e+07 nChanged 18029
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 10786 members 
Mstep: Class 3 contains 3476 members 
Mstep: Class 4 contains 4279 members 
Mstep: Class 5 contains 106286 members 
Mstep: Class 7 contains 92321 members 
Mstep: Class 8 contains 18481 members 
Mstep: Class 9 contains 1534 members 
Mstep: Class 10 contains 24798 members 
Mstep: Class 11 contains 13807 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 6142 members 
Mstep: Class 14 contains 4765 members 
Mstep: Class 15 contains 12580 members 
Mstep: Class 16 contains 25893 members 
Mstep: Class 17 contains 4719 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 4741 members 
Mstep: Class 21 contains 20516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21282970.000000 Penalty: 37420.296875
Iteration 11F: 19 clusters Score -2.128297e+07 nChanged 15368
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 9913 members 
Mstep: Class 3 contains 3517 members 
Mstep: Class 4 contains 4453 members 
Mstep: Class 5 contains 102189 members 
Mstep: Class 7 contains 96661 members 
Mstep: Class 8 contains 18951 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 26214 members 
Mstep: Class 11 contains 13847 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 6548 members 
Mstep: Class 14 contains 4158 members 
Mstep: Class 15 contains 13017 members 
Mstep: Class 16 contains 25096 members 
Mstep: Class 17 contains 4511 members 
Mstep: Class 19 contains 2289 members 
Mstep: Class 20 contains 4800 members 
Mstep: Class 21 contains 19924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21290752.000000 Penalty: 37420.296875
Iteration 12Q: 19 clusters Score -2.129075e+07 nChanged 13075
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 9284 members 
Mstep: Class 3 contains 3594 members 
Mstep: Class 4 contains 4579 members 
Mstep: Class 5 contains 98304 members 
Mstep: Class 7 contains 100058 members 
Mstep: Class 8 contains 19306 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 27731 members 
Mstep: Class 11 contains 13911 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 6933 members 
Mstep: Class 14 contains 3782 members 
Mstep: Class 15 contains 13475 members 
Mstep: Class 16 contains 24460 members 
Mstep: Class 17 contains 4323 members 
Mstep: Class 19 contains 2157 members 
Mstep: Class 20 contains 4856 members 
Mstep: Class 21 contains 19313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21296226.000000 Penalty: 37420.296875
Iteration 13Q: 19 clusters Score -2.129623e+07 nChanged 11284
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 8850 members 
Mstep: Class 3 contains 3690 members 
Mstep: Class 4 contains 4688 members 
Mstep: Class 5 contains 94890 members 
Mstep: Class 7 contains 102432 members 
Mstep: Class 8 contains 19579 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 29274 members 
Mstep: Class 11 contains 14005 members 
Mstep: Class 12 contains 2495 members 
Mstep: Class 13 contains 7312 members 
Mstep: Class 14 contains 3529 members 
Mstep: Class 15 contains 13964 members 
Mstep: Class 16 contains 23954 members 
Mstep: Class 17 contains 4164 members 
Mstep: Class 19 contains 2055 members 
Mstep: Class 20 contains 4907 members 
Mstep: Class 21 contains 18725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21300784.000000 Penalty: 37420.296875
Iteration 14Q: 19 clusters Score -2.130078e+07 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 8542 members 
Mstep: Class 3 contains 3808 members 
Mstep: Class 4 contains 4774 members 
Mstep: Class 5 contains 92021 members 
Mstep: Class 7 contains 103941 members 
Mstep: Class 8 contains 19793 members 
Mstep: Class 9 contains 1123 members 
Mstep: Class 10 contains 30843 members 
Mstep: Class 11 contains 14091 members 
Mstep: Class 12 contains 2677 members 
Mstep: Class 13 contains 7718 members 
Mstep: Class 14 contains 3377 members 
Mstep: Class 15 contains 14465 members 
Mstep: Class 16 contains 23531 members 
Mstep: Class 17 contains 4025 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 20 contains 4963 members 
Mstep: Class 21 contains 18110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21304630.000000 Penalty: 37420.296875
Iteration 15Q: 19 clusters Score -2.130463e+07 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 8370 members 
Mstep: Class 3 contains 3921 members 
Mstep: Class 4 contains 4846 members 
Mstep: Class 5 contains 89628 members 
Mstep: Class 7 contains 104693 members 
Mstep: Class 8 contains 19966 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 32462 members 
Mstep: Class 11 contains 14184 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 8100 members 
Mstep: Class 14 contains 3262 members 
Mstep: Class 15 contains 14968 members 
Mstep: Class 16 contains 23148 members 
Mstep: Class 17 contains 3892 members 
Mstep: Class 19 contains 1856 members 
Mstep: Class 20 contains 5031 members 
Mstep: Class 21 contains 17484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21307910.000000 Penalty: 37420.296875
Iteration 16Q: 19 clusters Score -2.130791e+07 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 8276 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 4892 members 
Mstep: Class 5 contains 87698 members 
Mstep: Class 7 contains 104844 members 
Mstep: Class 8 contains 20079 members 
Mstep: Class 9 contains 954 members 
Mstep: Class 10 contains 34020 members 
Mstep: Class 11 contains 14251 members 
Mstep: Class 12 contains 3159 members 
Mstep: Class 13 contains 8454 members 
Mstep: Class 14 contains 3178 members 
Mstep: Class 15 contains 15486 members 
Mstep: Class 16 contains 22810 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 19 contains 1780 members 
Mstep: Class 20 contains 5138 members 
Mstep: Class 21 contains 16907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21311256.000000 Penalty: 37420.296875
Iteration 17Q: 19 clusters Score -2.131126e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 8300 members 
Mstep: Class 3 contains 4198 members 
Mstep: Class 4 contains 4946 members 
Mstep: Class 5 contains 86021 members 
Mstep: Class 7 contains 104734 members 
Mstep: Class 8 contains 20143 members 
Mstep: Class 9 contains 879 members 
Mstep: Class 10 contains 35469 members 
Mstep: Class 11 contains 14255 members 
Mstep: Class 12 contains 3474 members 
Mstep: Class 13 contains 8790 members 
Mstep: Class 14 contains 3116 members 
Mstep: Class 15 contains 15896 members 
Mstep: Class 16 contains 22546 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 5246 members 
Mstep: Class 21 contains 16353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21314008.000000 Penalty: 37420.296875
Iteration 18Q: 19 clusters Score -2.131401e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 8464 members 
Mstep: Class 3 contains 4346 members 
Mstep: Class 4 contains 5016 members 
Mstep: Class 5 contains 84657 members 
Mstep: Class 7 contains 104492 members 
Mstep: Class 8 contains 20192 members 
Mstep: Class 9 contains 794 members 
Mstep: Class 10 contains 36644 members 
Mstep: Class 11 contains 14236 members 
Mstep: Class 12 contains 3823 members 
Mstep: Class 13 contains 9125 members 
Mstep: Class 14 contains 3058 members 
Mstep: Class 15 contains 16156 members 
Mstep: Class 16 contains 22297 members 
Mstep: Class 17 contains 3511 members 
Mstep: Class 19 contains 1686 members 
Mstep: Class 20 contains 5348 members 
Mstep: Class 21 contains 15895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21316094.000000 Penalty: 37420.296875
Iteration 19Q: 19 clusters Score -2.131609e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 8703 members 
Mstep: Class 3 contains 4500 members 
Mstep: Class 4 contains 5067 members 
Mstep: Class 5 contains 83558 members 
Mstep: Class 7 contains 104227 members 
Mstep: Class 8 contains 20216 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 37557 members 
Mstep: Class 11 contains 14173 members 
Mstep: Class 12 contains 4196 members 
Mstep: Class 13 contains 9433 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 15 contains 16320 members 
Mstep: Class 16 contains 22076 members 
Mstep: Class 17 contains 3399 members 
Mstep: Class 19 contains 1670 members 
Mstep: Class 20 contains 5419 members 
Mstep: Class 21 contains 15492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21318584.000000 Penalty: 37420.296875
Iteration 20F: 19 clusters Score -2.131858e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 9019 members 
Mstep: Class 3 contains 4627 members 
Mstep: Class 4 contains 5082 members 
Mstep: Class 5 contains 82688 members 
Mstep: Class 7 contains 103855 members 
Mstep: Class 8 contains 20225 members 
Mstep: Class 9 contains 707 members 
Mstep: Class 10 contains 38323 members 
Mstep: Class 11 contains 14091 members 
Mstep: Class 12 contains 4545 members 
Mstep: Class 13 contains 9709 members 
Mstep: Class 14 contains 2941 members 
Mstep: Class 15 contains 16564 members 
Mstep: Class 16 contains 21863 members 
Mstep: Class 17 contains 3317 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 5472 members 
Mstep: Class 21 contains 15029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21320644.000000 Penalty: 37420.296875
Iteration 21Q: 19 clusters Score -2.132064e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 9331 members 
Mstep: Class 3 contains 4771 members 
Mstep: Class 4 contains 5106 members 
Mstep: Class 5 contains 82065 members 
Mstep: Class 7 contains 103484 members 
Mstep: Class 8 contains 20254 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 38879 members 
Mstep: Class 11 contains 13993 members 
Mstep: Class 12 contains 4943 members 
Mstep: Class 13 contains 9984 members 
Mstep: Class 14 contains 2896 members 
Mstep: Class 15 contains 16693 members 
Mstep: Class 16 contains 21656 members 
Mstep: Class 17 contains 3241 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 5523 members 
Mstep: Class 21 contains 14627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21322146.000000 Penalty: 37420.296875
Iteration 22Q: 19 clusters Score -2.132215e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 9611 members 
Mstep: Class 3 contains 4932 members 
Mstep: Class 4 contains 5111 members 
Mstep: Class 5 contains 81639 members 
Mstep: Class 7 contains 103167 members 
Mstep: Class 8 contains 20243 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 39235 members 
Mstep: Class 11 contains 13911 members 
Mstep: Class 12 contains 5328 members 
Mstep: Class 13 contains 10222 members 
Mstep: Class 14 contains 2861 members 
Mstep: Class 15 contains 16726 members 
Mstep: Class 16 contains 21492 members 
Mstep: Class 17 contains 3154 members 
Mstep: Class 19 contains 1789 members 
Mstep: Class 20 contains 5547 members 
Mstep: Class 21 contains 14305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21323134.000000 Penalty: 37420.296875
Iteration 23Q: 19 clusters Score -2.132313e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 9858 members 
Mstep: Class 3 contains 5067 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 81326 members 
Mstep: Class 7 contains 102846 members 
Mstep: Class 8 contains 20239 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 39510 members 
Mstep: Class 11 contains 13803 members 
Mstep: Class 12 contains 5716 members 
Mstep: Class 13 contains 10424 members 
Mstep: Class 14 contains 2848 members 
Mstep: Class 15 contains 16736 members 
Mstep: Class 16 contains 21323 members 
Mstep: Class 17 contains 3099 members 
Mstep: Class 19 contains 1865 members 
Mstep: Class 20 contains 5558 members 
Mstep: Class 21 contains 13998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21324128.000000 Penalty: 37420.296875
Iteration 24Q: 19 clusters Score -2.132413e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 10053 members 
Mstep: Class 3 contains 5168 members 
Mstep: Class 4 contains 5149 members 
Mstep: Class 5 contains 81206 members 
Mstep: Class 7 contains 102460 members 
Mstep: Class 8 contains 20252 members 
Mstep: Class 9 contains 355 members 
Mstep: Class 10 contains 39728 members 
Mstep: Class 11 contains 13723 members 
Mstep: Class 12 contains 6073 members 
Mstep: Class 13 contains 10568 members 
Mstep: Class 14 contains 2835 members 
Mstep: Class 15 contains 16733 members 
Mstep: Class 16 contains 21160 members 
Mstep: Class 17 contains 3057 members 
Mstep: Class 19 contains 1943 members 
Mstep: Class 20 contains 5555 members 
Mstep: Class 21 contains 13738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21324906.000000 Penalty: 37420.296875
Iteration 25Q: 19 clusters Score -2.132491e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 10231 members 
Mstep: Class 3 contains 5260 members 
Mstep: Class 4 contains 5169 members 
Mstep: Class 5 contains 81174 members 
Mstep: Class 7 contains 102034 members 
Mstep: Class 8 contains 20261 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 39885 members 
Mstep: Class 11 contains 13654 members 
Mstep: Class 12 contains 6404 members 
Mstep: Class 13 contains 10710 members 
Mstep: Class 14 contains 2824 members 
Mstep: Class 15 contains 16743 members 
Mstep: Class 16 contains 21011 members 
Mstep: Class 17 contains 3024 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 20 contains 5544 members 
Mstep: Class 21 contains 13507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21325610.000000 Penalty: 37420.296875
Iteration 26Q: 19 clusters Score -2.132561e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 10403 members 
Mstep: Class 3 contains 5348 members 
Mstep: Class 4 contains 5176 members 
Mstep: Class 5 contains 81215 members 
Mstep: Class 7 contains 101671 members 
Mstep: Class 8 contains 20274 members 
Mstep: Class 9 contains 302 members 
Mstep: Class 10 contains 39895 members 
Mstep: Class 11 contains 13600 members 
Mstep: Class 12 contains 6746 members 
Mstep: Class 13 contains 10816 members 
Mstep: Class 14 contains 2817 members 
Mstep: Class 15 contains 16714 members 
Mstep: Class 16 contains 20869 members 
Mstep: Class 17 contains 2993 members 
Mstep: Class 19 contains 2064 members 
Mstep: Class 20 contains 5537 members 
Mstep: Class 21 contains 13316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21326064.000000 Penalty: 37420.296875
Iteration 27Q: 19 clusters Score -2.132606e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 10545 members 
Mstep: Class 3 contains 5432 members 
Mstep: Class 4 contains 5179 members 
Mstep: Class 5 contains 81327 members 
Mstep: Class 7 contains 101304 members 
Mstep: Class 8 contains 20295 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 39880 members 
Mstep: Class 11 contains 13566 members 
Mstep: Class 12 contains 7031 members 
Mstep: Class 13 contains 10891 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 15 contains 16705 members 
Mstep: Class 16 contains 20745 members 
Mstep: Class 17 contains 2960 members 
Mstep: Class 19 contains 2119 members 
Mstep: Class 20 contains 5524 members 
Mstep: Class 21 contains 13146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21326628.000000 Penalty: 37420.296875
Iteration 28Q: 19 clusters Score -2.132663e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 10679 members 
Mstep: Class 3 contains 5504 members 
Mstep: Class 4 contains 5181 members 
Mstep: Class 5 contains 81447 members 
Mstep: Class 7 contains 100977 members 
Mstep: Class 8 contains 20305 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 39886 members 
Mstep: Class 11 contains 13526 members 
Mstep: Class 12 contains 7298 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 2837 members 
Mstep: Class 15 contains 16682 members 
Mstep: Class 16 contains 20626 members 
Mstep: Class 17 contains 2952 members 
Mstep: Class 19 contains 2156 members 
Mstep: Class 20 contains 5507 members 
Mstep: Class 21 contains 12992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21326868.000000 Penalty: 37420.296875
Iteration 29Q: 19 clusters Score -2.132687e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 10781 members 
Mstep: Class 3 contains 5579 members 
Mstep: Class 4 contains 5163 members 
Mstep: Class 5 contains 81530 members 
Mstep: Class 7 contains 100681 members 
Mstep: Class 8 contains 20316 members 
Mstep: Class 9 contains 270 members 
Mstep: Class 10 contains 39911 members 
Mstep: Class 11 contains 13497 members 
Mstep: Class 12 contains 7558 members 
Mstep: Class 13 contains 10953 members 
Mstep: Class 14 contains 2886 members 
Mstep: Class 15 contains 16662 members 
Mstep: Class 16 contains 20511 members 
Mstep: Class 17 contains 2938 members 
Mstep: Class 19 contains 2182 members 
Mstep: Class 20 contains 5482 members 
Mstep: Class 21 contains 12856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21327004.000000 Penalty: 37420.296875
Iteration 30Q: 19 clusters Score -2.1327e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 10877 members 
Mstep: Class 3 contains 5649 members 
Mstep: Class 4 contains 5146 members 
Mstep: Class 5 contains 81566 members 
Mstep: Class 7 contains 100428 members 
Mstep: Class 8 contains 20343 members 
Mstep: Class 9 contains 258 members 
Mstep: Class 10 contains 39971 members 
Mstep: Class 11 contains 13458 members 
Mstep: Class 12 contains 7815 members 
Mstep: Class 13 contains 10974 members 
Mstep: Class 14 contains 2937 members 
Mstep: Class 15 contains 16637 members 
Mstep: Class 16 contains 20370 members 
Mstep: Class 17 contains 2907 members 
Mstep: Class 19 contains 2226 members 
Mstep: Class 20 contains 5463 members 
Mstep: Class 21 contains 12731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21327328.000000 Penalty: 37420.296875
Iteration 31Q: 19 clusters Score -2.132733e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 10959 members 
Mstep: Class 3 contains 5688 members 
Mstep: Class 4 contains 5134 members 
Mstep: Class 5 contains 81665 members 
Mstep: Class 7 contains 100182 members 
Mstep: Class 8 contains 20368 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 40054 members 
Mstep: Class 11 contains 13425 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 10973 members 
Mstep: Class 14 contains 3002 members 
Mstep: Class 15 contains 16597 members 
Mstep: Class 16 contains 20231 members 
Mstep: Class 17 contains 2882 members 
Mstep: Class 19 contains 2266 members 
Mstep: Class 20 contains 5448 members 
Mstep: Class 21 contains 12616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21327644.000000 Penalty: 37420.296875
Iteration 32Q: 19 clusters Score -2.132764e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 11021 members 
Mstep: Class 3 contains 5726 members 
Mstep: Class 4 contains 5136 members 
Mstep: Class 5 contains 81745 members 
Mstep: Class 7 contains 99937 members 
Mstep: Class 8 contains 20400 members 
Mstep: Class 9 contains 251 members 
Mstep: Class 10 contains 40177 members 
Mstep: Class 11 contains 13398 members 
Mstep: Class 12 contains 8178 members 
Mstep: Class 13 contains 10956 members 
Mstep: Class 14 contains 3032 members 
Mstep: Class 15 contains 16554 members 
Mstep: Class 16 contains 20122 members 
Mstep: Class 17 contains 2878 members 
Mstep: Class 19 contains 2304 members 
Mstep: Class 20 contains 5423 members 
Mstep: Class 21 contains 12518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21327962.000000 Penalty: 37420.296875
Iteration 33Q: 19 clusters Score -2.132796e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 11059 members 
Mstep: Class 3 contains 5773 members 
Mstep: Class 4 contains 5138 members 
Mstep: Class 5 contains 81801 members 
Mstep: Class 7 contains 99738 members 
Mstep: Class 8 contains 20430 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 40298 members 
Mstep: Class 11 contains 13383 members 
Mstep: Class 12 contains 8309 members 
Mstep: Class 13 contains 10948 members 
Mstep: Class 14 contains 3053 members 
Mstep: Class 15 contains 16523 members 
Mstep: Class 16 contains 20013 members 
Mstep: Class 17 contains 2866 members 
Mstep: Class 19 contains 2348 members 
Mstep: Class 20 contains 5397 members 
Mstep: Class 21 contains 12429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21328100.000000 Penalty: 37420.296875
Iteration 34Q: 19 clusters Score -2.13281e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 11099 members 
Mstep: Class 3 contains 5824 members 
Mstep: Class 4 contains 5138 members 
Mstep: Class 5 contains 81807 members 
Mstep: Class 7 contains 99570 members 
Mstep: Class 8 contains 20431 members 
Mstep: Class 9 contains 247 members 
Mstep: Class 10 contains 40442 members 
Mstep: Class 11 contains 13378 members 
Mstep: Class 12 contains 8418 members 
Mstep: Class 13 contains 10940 members 
Mstep: Class 14 contains 3097 members 
Mstep: Class 15 contains 16489 members 
Mstep: Class 16 contains 19930 members 
Mstep: Class 17 contains 2847 members 
Mstep: Class 19 contains 2381 members 
Mstep: Class 20 contains 5372 members 
Mstep: Class 21 contains 12346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21328246.000000 Penalty: 37420.296875
Iteration 35Q: 19 clusters Score -2.132825e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 11139 members 
Mstep: Class 3 contains 5880 members 
Mstep: Class 4 contains 5139 members 
Mstep: Class 5 contains 81835 members 
Mstep: Class 7 contains 99424 members 
Mstep: Class 8 contains 20439 members 
Mstep: Class 9 contains 245 members 
Mstep: Class 10 contains 40519 members 
Mstep: Class 11 contains 13385 members 
Mstep: Class 12 contains 8523 members 
Mstep: Class 13 contains 10918 members 
Mstep: Class 14 contains 3137 members 
Mstep: Class 15 contains 16476 members 
Mstep: Class 16 contains 19852 members 
Mstep: Class 17 contains 2829 members 
Mstep: Class 19 contains 2399 members 
Mstep: Class 20 contains 5351 members 
Mstep: Class 21 contains 12266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21328426.000000 Penalty: 37420.296875
Iteration 36Q: 19 clusters Score -2.132843e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 11178 members 
Mstep: Class 3 contains 5961 members 
Mstep: Class 4 contains 5137 members 
Mstep: Class 5 contains 81856 members 
Mstep: Class 7 contains 99248 members 
Mstep: Class 8 contains 20470 members 
Mstep: Class 9 contains 244 members 
Mstep: Class 10 contains 40590 members 
Mstep: Class 11 contains 13400 members 
Mstep: Class 12 contains 8607 members 
Mstep: Class 13 contains 10904 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 16459 members 
Mstep: Class 16 contains 19792 members 
Mstep: Class 17 contains 2814 members 
Mstep: Class 19 contains 2408 members 
Mstep: Class 20 contains 5314 members 
Mstep: Class 21 contains 12209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21328454.000000 Penalty: 37420.296875
Iteration 37Q: 19 clusters Score -2.132845e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 11216 members 
Mstep: Class 3 contains 6029 members 
Mstep: Class 4 contains 5152 members 
Mstep: Class 5 contains 81888 members 
Mstep: Class 7 contains 99076 members 
Mstep: Class 8 contains 20488 members 
Mstep: Class 9 contains 243 members 
Mstep: Class 10 contains 40699 members 
Mstep: Class 11 contains 13398 members 
Mstep: Class 12 contains 8669 members 
Mstep: Class 13 contains 10888 members 
Mstep: Class 14 contains 3181 members 
Mstep: Class 15 contains 16444 members 
Mstep: Class 16 contains 19727 members 
Mstep: Class 17 contains 2811 members 
Mstep: Class 19 contains 2420 members 
Mstep: Class 20 contains 5275 members 
Mstep: Class 21 contains 12152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21328642.000000 Penalty: 37420.296875
Iteration 38Q: 19 clusters Score -2.132864e+07 nChanged 813
Entering ConstructFrom: 
Score: -21328642.000000 Penalty: 37420.296875
Entering ConstructFrom: 
Trying to split cluster 2 (11246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Entering Unmasked Estep 
Score: -697977.875000 Penalty: 1515.762207
	Iteration 0F: 2 clusters Score -697977.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -689918.500000 Penalty: 3031.524414
	Iteration 0F: 3 clusters Score -689918.5 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -692607.812500 Penalty: 3031.524414
	Iteration 1F: 3 clusters Score -692607.8 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -692828.312500 Penalty: 3031.524414
	Iteration 2F: 3 clusters Score -692828.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -692986.250000 Penalty: 3031.524414
	Iteration 3Q: 3 clusters Score -692986.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -693099.062500 Penalty: 3031.524414
	Iteration 4Q: 3 clusters Score -693099.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -693203.187500 Penalty: 3031.524414
	Iteration 5Q: 3 clusters Score -693203.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -693303.750000 Penalty: 3031.524414
	Iteration 6Q: 3 clusters Score -693303.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -693396.625000 Penalty: 3031.524414
	Iteration 7Q: 3 clusters Score -693396.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -693491.625000 Penalty: 3031.524414
	Iteration 8Q: 3 clusters Score -693491.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -693600.125000 Penalty: 3031.524414
	Iteration 9Q: 3 clusters Score -693600.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -693730.562500 Penalty: 3031.524414
	Iteration 10Q: 3 clusters Score -693730.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -693895.937500 Penalty: 3031.524414
	Iteration 11Q: 3 clusters Score -693895.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -694110.500000 Penalty: 3031.524414
	Iteration 12Q: 3 clusters Score -694110.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -694354.937500 Penalty: 3031.524414
	Iteration 13Q: 3 clusters Score -694354.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -694660.437500 Penalty: 3031.524414
	Iteration 14Q: 3 clusters Score -694660.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -695025.125000 Penalty: 3031.524414
	Iteration 15Q: 3 clusters Score -695025.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -695389.312500 Penalty: 3031.524414
	Iteration 16Q: 3 clusters Score -695389.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -695718.062500 Penalty: 3031.524414
	Iteration 17Q: 3 clusters Score -695718.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -695951.750000 Penalty: 3031.524414
	Iteration 18Q: 3 clusters Score -695951.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -696109.750000 Penalty: 3031.524414
	Iteration 19Q: 3 clusters Score -696109.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -696253.875000 Penalty: 3031.524414
	Iteration 20F: 3 clusters Score -696253.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -696360.000000 Penalty: 3031.524414
	Iteration 21Q: 3 clusters Score -696360 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -696451.187500 Penalty: 3031.524414
	Iteration 22Q: 3 clusters Score -696451.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -696538.437500 Penalty: 3031.524414
	Iteration 23Q: 3 clusters Score -696538.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -696597.125000 Penalty: 3031.524414
	Iteration 24Q: 3 clusters Score -696597.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -696656.125000 Penalty: 3031.524414
	Iteration 25Q: 3 clusters Score -696656.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -696706.250000 Penalty: 3031.524414
	Iteration 26Q: 3 clusters Score -696706.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -696749.500000 Penalty: 3031.524414
	Iteration 27Q: 3 clusters Score -696749.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -696772.187500 Penalty: 3031.524414
	Iteration 28Q: 3 clusters Score -696772.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -696785.562500 Penalty: 3031.524414
	Iteration 29Q: 3 clusters Score -696785.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -696794.812500 Penalty: 3031.524414
	Iteration 30Q: 3 clusters Score -696794.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -696801.500000 Penalty: 3031.524414
	Iteration 31Q: 3 clusters Score -696801.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -696805.500000 Penalty: 3031.524414
	Iteration 32Q: 3 clusters Score -696805.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -696810.687500 Penalty: 3031.524414
	Iteration 33Q: 3 clusters Score -696810.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -696816.500000 Penalty: 3031.524414
	Iteration 34Q: 3 clusters Score -696816.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -696821.625000 Penalty: 3031.524414
	Iteration 35Q: 3 clusters Score -696821.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -696823.437500 Penalty: 3031.524414
	Iteration 36Q: 3 clusters Score -696823.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -696825.812500 Penalty: 3031.524414
	Iteration 37Q: 3 clusters Score -696825.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -696827.937500 Penalty: 3031.524414
	Iteration 38Q: 3 clusters Score -696827.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -696829.125000 Penalty: 3031.524414
	Iteration 39Q: 3 clusters Score -696829.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -696830.562500 Penalty: 3031.524414
	Iteration 40F: 3 clusters Score -696830.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -696834.375000 Penalty: 3031.524414
	Iteration 41Q: 3 clusters Score -696834.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -696837.375000 Penalty: 3031.524414
	Iteration 42Q: 3 clusters Score -696837.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -696839.875000 Penalty: 3031.524414
	Iteration 43Q: 3 clusters Score -696839.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -696843.062500 Penalty: 3031.524414
	Iteration 44Q: 3 clusters Score -696843.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -696844.125000 Penalty: 3031.524414
	Iteration 45Q: 3 clusters Score -696844.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -696844.812500 Penalty: 3031.524414
	Iteration 46Q: 3 clusters Score -696844.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -696845.875000 Penalty: 3031.524414
	Iteration 47Q: 3 clusters Score -696845.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -696846.375000 Penalty: 3031.524414
	Iteration 48Q: 3 clusters Score -696846.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -696846.375000 Penalty: 3031.524414
	Iteration 49F: 3 clusters Score -696846.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Entering Unmasked Estep 
Score: -380149.562500 Penalty: 1415.876953
	Iteration 0F: 2 clusters Score -380149.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -375430.343750 Penalty: 2831.753906
	Iteration 0F: 3 clusters Score -375430.3 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -376923.406250 Penalty: 2831.753906
	Iteration 1F: 3 clusters Score -376923.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -377116.406250 Penalty: 2831.753906
	Iteration 2F: 3 clusters Score -377116.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -377276.125000 Penalty: 2831.753906
	Iteration 3F: 3 clusters Score -377276.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -377437.156250 Penalty: 2831.753906
	Iteration 4Q: 3 clusters Score -377437.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -377577.906250 Penalty: 2831.753906
	Iteration 5Q: 3 clusters Score -377577.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -377738.000000 Penalty: 2831.753906
	Iteration 6Q: 3 clusters Score -377738 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -377923.687500 Penalty: 2831.753906
	Iteration 7Q: 3 clusters Score -377923.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -378094.093750 Penalty: 2831.753906
	Iteration 8Q: 3 clusters Score -378094.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -378253.406250 Penalty: 2831.753906
	Iteration 9Q: 3 clusters Score -378253.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -378416.062500 Penalty: 2831.753906
	Iteration 10Q: 3 clusters Score -378416.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -378547.500000 Penalty: 2831.753906
	Iteration 11Q: 3 clusters Score -378547.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -378665.156250 Penalty: 2831.753906
	Iteration 12Q: 3 clusters Score -378665.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -378778.906250 Penalty: 2831.753906
	Iteration 13Q: 3 clusters Score -378778.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -378881.656250 Penalty: 2831.753906
	Iteration 14Q: 3 clusters Score -378881.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -378948.000000 Penalty: 2831.753906
	Iteration 15Q: 3 clusters Score -378948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -378988.062500 Penalty: 2831.753906
	Iteration 16Q: 3 clusters Score -378988.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -379022.843750 Penalty: 2831.753906
	Iteration 17Q: 3 clusters Score -379022.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -379065.406250 Penalty: 2831.753906
	Iteration 18Q: 3 clusters Score -379065.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -379104.406250 Penalty: 2831.753906
	Iteration 19Q: 3 clusters Score -379104.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -379133.625000 Penalty: 2831.753906
	Iteration 20F: 3 clusters Score -379133.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -379141.781250 Penalty: 2831.753906
	Iteration 21Q: 3 clusters Score -379141.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -379146.281250 Penalty: 2831.753906
	Iteration 22Q: 3 clusters Score -379146.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -379149.312500 Penalty: 2831.753906
	Iteration 23Q: 3 clusters Score -379149.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -379150.125000 Penalty: 2831.753906
	Iteration 24Q: 3 clusters Score -379150.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -379152.531250 Penalty: 2831.753906
	Iteration 25Q: 3 clusters Score -379152.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -379155.218750 Penalty: 2831.753906
	Iteration 26Q: 3 clusters Score -379155.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -379155.812500 Penalty: 2831.753906
	Iteration 27Q: 3 clusters Score -379155.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -379158.156250 Penalty: 2831.753906
	Iteration 28Q: 3 clusters Score -379158.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -379161.468750 Penalty: 2831.753906
	Iteration 29Q: 3 clusters Score -379161.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -379163.250000 Penalty: 2831.753906
	Iteration 30Q: 3 clusters Score -379163.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -379164.187500 Penalty: 2831.753906
	Iteration 31Q: 3 clusters Score -379164.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -379164.687500 Penalty: 2831.753906
	Iteration 32Q: 3 clusters Score -379164.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -379164.781250 Penalty: 2831.753906
	Iteration 33Q: 3 clusters Score -379164.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -379164.781250 Penalty: 2831.753906
	Iteration 34F: 3 clusters Score -379164.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Entering Unmasked Estep 
Score: -259391.796875 Penalty: 1389.477051
	Iteration 0F: 2 clusters Score -259391.8 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 2555 members 
Entering Unmasked Estep 
Score: -255344.468750 Penalty: 2778.954102
	Iteration 0F: 3 clusters Score -255344.5 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -256807.750000 Penalty: 2778.954102
	Iteration 1F: 3 clusters Score -256807.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -257166.828125 Penalty: 2778.954102
	Iteration 2F: 3 clusters Score -257166.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -257391.015625 Penalty: 2778.954102
	Iteration 3F: 3 clusters Score -257391 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -257573.968750 Penalty: 2778.954102
	Iteration 4F: 3 clusters Score -257574 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -257702.218750 Penalty: 2778.954102
	Iteration 5Q: 3 clusters Score -257702.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -257823.828125 Penalty: 2778.954102
	Iteration 6Q: 3 clusters Score -257823.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -257935.359375 Penalty: 2778.954102
	Iteration 7Q: 3 clusters Score -257935.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -258054.890625 Penalty: 2778.954102
	Iteration 8Q: 3 clusters Score -258054.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -258190.125000 Penalty: 2778.954102
	Iteration 9Q: 3 clusters Score -258190.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -258312.203125 Penalty: 2778.954102
	Iteration 10Q: 3 clusters Score -258312.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -258442.578125 Penalty: 2778.954102
	Iteration 11Q: 3 clusters Score -258442.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -258547.656250 Penalty: 2778.954102
	Iteration 12Q: 3 clusters Score -258547.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -258615.968750 Penalty: 2778.954102
	Iteration 13Q: 3 clusters Score -258616 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -258666.328125 Penalty: 2778.954102
	Iteration 14Q: 3 clusters Score -258666.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -258709.531250 Penalty: 2778.954102
	Iteration 15Q: 3 clusters Score -258709.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -258745.718750 Penalty: 2778.954102
	Iteration 16Q: 3 clusters Score -258745.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -258778.609375 Penalty: 2778.954102
	Iteration 17Q: 3 clusters Score -258778.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -258823.500000 Penalty: 2778.954102
	Iteration 18Q: 3 clusters Score -258823.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -258861.015625 Penalty: 2778.954102
	Iteration 19Q: 3 clusters Score -258861 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -258914.453125 Penalty: 2778.954102
	Iteration 20F: 3 clusters Score -258914.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -258981.406250 Penalty: 2778.954102
	Iteration 21Q: 3 clusters Score -258981.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -259049.937500 Penalty: 2778.954102
	Iteration 22Q: 3 clusters Score -259049.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -259111.718750 Penalty: 2778.954102
	Iteration 23Q: 3 clusters Score -259111.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -259167.968750 Penalty: 2778.954102
	Iteration 24Q: 3 clusters Score -259168 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -259225.171875 Penalty: 2778.954102
	Iteration 25Q: 3 clusters Score -259225.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -259283.875000 Penalty: 2778.954102
	Iteration 26Q: 3 clusters Score -259283.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -259336.937500 Penalty: 2778.954102
	Iteration 27Q: 3 clusters Score -259336.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -259408.390625 Penalty: 2778.954102
	Iteration 28Q: 3 clusters Score -259408.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -259505.140625 Penalty: 2778.954102
	Iteration 29Q: 3 clusters Score -259505.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -259612.406250 Penalty: 2778.954102
	Iteration 30Q: 3 clusters Score -259612.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -259685.328125 Penalty: 2778.954102
	Iteration 31Q: 3 clusters Score -259685.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -259732.015625 Penalty: 2778.954102
	Iteration 32Q: 3 clusters Score -259732 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -259763.312500 Penalty: 2778.954102
	Iteration 33Q: 3 clusters Score -259763.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -259786.156250 Penalty: 2778.954102
	Iteration 34Q: 3 clusters Score -259786.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -259809.187500 Penalty: 2778.954102
	Iteration 35Q: 3 clusters Score -259809.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -259824.218750 Penalty: 2778.954102
	Iteration 36Q: 3 clusters Score -259824.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -259833.953125 Penalty: 2778.954102
	Iteration 37Q: 3 clusters Score -259834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -259840.875000 Penalty: 2778.954102
	Iteration 38Q: 3 clusters Score -259840.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -259846.765625 Penalty: 2778.954102
	Iteration 39Q: 3 clusters Score -259846.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -259854.343750 Penalty: 2778.954102
	Iteration 40F: 3 clusters Score -259854.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -259859.218750 Penalty: 2778.954102
	Iteration 41Q: 3 clusters Score -259859.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -259861.453125 Penalty: 2778.954102
	Iteration 42Q: 3 clusters Score -259861.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -259864.187500 Penalty: 2778.954102
	Iteration 43Q: 3 clusters Score -259864.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -259868.468750 Penalty: 2778.954102
	Iteration 44Q: 3 clusters Score -259868.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -259871.687500 Penalty: 2778.954102
	Iteration 45Q: 3 clusters Score -259871.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -259877.296875 Penalty: 2778.954102
	Iteration 46Q: 3 clusters Score -259877.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -259882.625000 Penalty: 2778.954102
	Iteration 47Q: 3 clusters Score -259882.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -259885.296875 Penalty: 2778.954102
	Iteration 48Q: 3 clusters Score -259885.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -259888.375000 Penalty: 2778.954102
	Iteration 49Q: 3 clusters Score -259888.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -259890.062500 Penalty: 2778.954102
	Iteration 50Q: 3 clusters Score -259890.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -259892.718750 Penalty: 2778.954102
	Iteration 51Q: 3 clusters Score -259892.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -259896.062500 Penalty: 2778.954102
	Iteration 52Q: 3 clusters Score -259896.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -259901.281250 Penalty: 2778.954102
	Iteration 53Q: 3 clusters Score -259901.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -259906.968750 Penalty: 2778.954102
	Iteration 54Q: 3 clusters Score -259907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -259910.593750 Penalty: 2778.954102
	Iteration 55Q: 3 clusters Score -259910.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -259912.734375 Penalty: 2778.954102
	Iteration 56Q: 3 clusters Score -259912.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -259915.390625 Penalty: 2778.954102
	Iteration 57Q: 3 clusters Score -259915.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -259918.093750 Penalty: 2778.954102
	Iteration 58Q: 3 clusters Score -259918.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -259921.515625 Penalty: 2778.954102
	Iteration 59Q: 3 clusters Score -259921.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -259925.140625 Penalty: 2778.954102
	Iteration 60F: 3 clusters Score -259925.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -259930.375000 Penalty: 2778.954102
	Iteration 61Q: 3 clusters Score -259930.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -259933.750000 Penalty: 2778.954102
	Iteration 62Q: 3 clusters Score -259933.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -259936.390625 Penalty: 2778.954102
	Iteration 63Q: 3 clusters Score -259936.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -259938.453125 Penalty: 2778.954102
	Iteration 64Q: 3 clusters Score -259938.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -259939.703125 Penalty: 2778.954102
	Iteration 65Q: 3 clusters Score -259939.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -259941.312500 Penalty: 2778.954102
	Iteration 66Q: 3 clusters Score -259941.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -259944.359375 Penalty: 2778.954102
	Iteration 67Q: 3 clusters Score -259944.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -259947.875000 Penalty: 2778.954102
	Iteration 68Q: 3 clusters Score -259947.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -259951.140625 Penalty: 2778.954102
	Iteration 69Q: 3 clusters Score -259951.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -259953.875000 Penalty: 2778.954102
	Iteration 70Q: 3 clusters Score -259953.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -259958.328125 Penalty: 2778.954102
	Iteration 71Q: 3 clusters Score -259958.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -259962.953125 Penalty: 2778.954102
	Iteration 72Q: 3 clusters Score -259963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -259966.671875 Penalty: 2778.954102
	Iteration 73Q: 3 clusters Score -259966.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -259968.156250 Penalty: 2778.954102
	Iteration 74Q: 3 clusters Score -259968.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -259968.796875 Penalty: 2778.954102
	Iteration 75Q: 3 clusters Score -259968.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -259969.328125 Penalty: 2778.954102
	Iteration 76Q: 3 clusters Score -259969.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -259969.203125 Penalty: 2778.954102
	Iteration 77Q: 3 clusters Score -259969.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -259969.265625 Penalty: 2778.954102
	Iteration 78Q: 3 clusters Score -259969.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -259970.015625 Penalty: 2778.954102
	Iteration 79Q: 3 clusters Score -259970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -259970.546875 Penalty: 2778.954102
	Iteration 80F: 3 clusters Score -259970.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -259971.421875 Penalty: 2778.954102
	Iteration 81Q: 3 clusters Score -259971.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -259974.125000 Penalty: 2778.954102
	Iteration 82Q: 3 clusters Score -259974.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -259974.984375 Penalty: 2778.954102
	Iteration 83Q: 3 clusters Score -259975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -259975.156250 Penalty: 2778.954102
	Iteration 84Q: 3 clusters Score -259975.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -259976.593750 Penalty: 2778.954102
	Iteration 85Q: 3 clusters Score -259976.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -259976.359375 Penalty: 2778.954102
	Iteration 86Q: 3 clusters Score -259976.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -259976.859375 Penalty: 2778.954102
	Iteration 87Q: 3 clusters Score -259976.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -259977.156250 Penalty: 2778.954102
	Iteration 88Q: 3 clusters Score -259977.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -259977.515625 Penalty: 2778.954102
	Iteration 89Q: 3 clusters Score -259977.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -259977.515625 Penalty: 2778.954102
	Iteration 90F: 3 clusters Score -259977.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11246 members 
Mstep: Class 3 contains 6082 members 
Mstep: Class 4 contains 3642 members 
Mstep: Class 5 contains 81930 members 
Mstep: Class 7 contains 98940 members 
Mstep: Class 8 contains 20525 members 
Mstep: Class 9 contains 243 members 
Mstep: Class 10 contains 40790 members 
Mstep: Class 11 contains 13401 members 
Mstep: Class 12 contains 8714 members 
Mstep: Class 13 contains 10879 members 
Mstep: Class 14 contains 3200 members 
Mstep: Class 15 contains 16417 members 
Mstep: Class 16 contains 19662 members 
Mstep: Class 17 contains 2807 members 
Mstep: Class 19 contains 2431 members 
Mstep: Class 20 contains 5233 members 
Mstep: Class 21 contains 12086 members 
Entering Unmasked Estep 
Score: -21328606.000000 Penalty: 39499.203125
Splitting cluster 4 changes total score from -21328642.000000 to -21328606.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (81930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81930 members 
Entering Unmasked Estep 
Score: -5233458.000000 Penalty: 1838.463379
	Iteration 0F: 2 clusters Score -5233458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -5178632.000000 Penalty: 3676.926758
	Iteration 0F: 3 clusters Score -5178632 nChanged 39154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -5201479.500000 Penalty: 3676.926758
	Iteration 1F: 3 clusters Score -5201480 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -5202715.000000 Penalty: 3676.926758
	Iteration 2Q: 3 clusters Score -5202715 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -5204613.000000 Penalty: 3676.926758
	Iteration 3Q: 3 clusters Score -5204613 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -5207625.000000 Penalty: 3676.926758
	Iteration 4F: 3 clusters Score -5207625 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 56990 members 
Entering Unmasked Estep 
Score: -5211627.000000 Penalty: 3676.926758
	Iteration 5F: 3 clusters Score -5211627 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 62133 members 
Entering Unmasked Estep 
Score: -5215882.500000 Penalty: 3676.926758
	Iteration 6F: 3 clusters Score -5215882 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 67291 members 
Entering Unmasked Estep 
Score: -5220096.000000 Penalty: 3676.926758
	Iteration 7F: 3 clusters Score -5220096 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 72045 members 
Entering Unmasked Estep 
Score: -5224136.000000 Penalty: 3676.926758
	Iteration 8F: 3 clusters Score -5224136 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 75742 members 
Entering Unmasked Estep 
Score: -5227190.500000 Penalty: 3676.926758
	Iteration 9Q: 3 clusters Score -5227190 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 78250 members 
Entering Unmasked Estep 
Score: -5229231.500000 Penalty: 3676.926758
	Iteration 10Q: 3 clusters Score -5229232 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 79680 members 
Entering Unmasked Estep 
Score: -5230444.500000 Penalty: 3676.926758
	Iteration 11Q: 3 clusters Score -5230444 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 80450 members 
Entering Unmasked Estep 
Score: -5231114.000000 Penalty: 3676.926758
	Iteration 12Q: 3 clusters Score -5231114 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 80826 members 
Entering Unmasked Estep 
Score: -5231478.500000 Penalty: 3676.926758
	Iteration 13Q: 3 clusters Score -5231478 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 81033 members 
Entering Unmasked Estep 
Score: -5231674.000000 Penalty: 3676.926758
	Iteration 14Q: 3 clusters Score -5231674 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 81142 members 
Entering Unmasked Estep 
Score: -5231775.000000 Penalty: 3676.926758
	Iteration 15Q: 3 clusters Score -5231775 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 81194 members 
Entering Unmasked Estep 
Score: -5231822.500000 Penalty: 3676.926758
	Iteration 16Q: 3 clusters Score -5231822 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 81228 members 
Entering Unmasked Estep 
Score: -5231861.000000 Penalty: 3676.926758
	Iteration 17Q: 3 clusters Score -5231861 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 81260 members 
Entering Unmasked Estep 
Score: -5231887.500000 Penalty: 3676.926758
	Iteration 18Q: 3 clusters Score -5231888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 81285 members 
Entering Unmasked Estep 
Score: -5231896.000000 Penalty: 3676.926758
	Iteration 19Q: 3 clusters Score -5231896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 81307 members 
Entering Unmasked Estep 
Score: -5231907.000000 Penalty: 3676.926758
	Iteration 20F: 3 clusters Score -5231907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 81312 members 
Entering Unmasked Estep 
Score: -5231916.000000 Penalty: 3676.926758
	Iteration 21Q: 3 clusters Score -5231916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 81317 members 
Entering Unmasked Estep 
Score: -5231928.000000 Penalty: 3676.926758
	Iteration 22Q: 3 clusters Score -5231928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 81320 members 
Entering Unmasked Estep 
Score: -5231928.000000 Penalty: 3676.926758
	Iteration 23Q: 3 clusters Score -5231928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 81323 members 
Entering Unmasked Estep 
Score: -5231935.500000 Penalty: 3676.926758
	Iteration 24Q: 3 clusters Score -5231936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 81325 members 
Entering Unmasked Estep 
Score: -5231935.500000 Penalty: 3676.926758
	Iteration 25Q: 3 clusters Score -5231936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 81329 members 
Entering Unmasked Estep 
Score: -5231936.500000 Penalty: 3676.926758
	Iteration 26Q: 3 clusters Score -5231936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 81331 members 
Entering Unmasked Estep 
Score: -5231936.000000 Penalty: 3676.926758
	Iteration 27Q: 3 clusters Score -5231936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 81331 members 
Entering Unmasked Estep 
Score: -5231934.500000 Penalty: 3676.926758
	Iteration 28Q: 3 clusters Score -5231934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -5231935.500000 Penalty: 3676.926758
	Iteration 29Q: 3 clusters Score -5231936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -5231944.500000 Penalty: 3676.926758
	Iteration 30Q: 3 clusters Score -5231944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -5231937.500000 Penalty: 3676.926758
	Iteration 31Q: 3 clusters Score -5231938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 81337 members 
Entering Unmasked Estep 
Score: -5231936.500000 Penalty: 3676.926758
	Iteration 32Q: 3 clusters Score -5231936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 81339 members 
Entering Unmasked Estep 
Score: -5231940.000000 Penalty: 3676.926758
	Iteration 33Q: 3 clusters Score -5231940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 81342 members 
Entering Unmasked Estep 
Score: -5231940.500000 Penalty: 3676.926758
	Iteration 34Q: 3 clusters Score -5231940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 81344 members 
Entering Unmasked Estep 
Score: -5231945.000000 Penalty: 3676.926758
	Iteration 35Q: 3 clusters Score -5231945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 81346 members 
Entering Unmasked Estep 
Score: -5231947.000000 Penalty: 3676.926758
	Iteration 36Q: 3 clusters Score -5231947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 81347 members 
Entering Unmasked Estep 
Score: -5231947.000000 Penalty: 3676.926758
	Iteration 37Q: 3 clusters Score -5231947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 81348 members 
Entering Unmasked Estep 
Score: -5231943.000000 Penalty: 3676.926758
	Iteration 38Q: 3 clusters Score -5231943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 81350 members 
Entering Unmasked Estep 
Score: -5231947.500000 Penalty: 3676.926758
	Iteration 39Q: 3 clusters Score -5231948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 81350 members 
Entering Unmasked Estep 
Score: -5231950.500000 Penalty: 3676.926758
	Iteration 40F: 3 clusters Score -5231950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 81355 members 
Entering Unmasked Estep 
Score: -5231953.000000 Penalty: 3676.926758
	Iteration 41Q: 3 clusters Score -5231953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 81359 members 
Entering Unmasked Estep 
Score: -5231953.000000 Penalty: 3676.926758
	Iteration 42Q: 3 clusters Score -5231953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 81360 members 
Entering Unmasked Estep 
Score: -5231953.000000 Penalty: 3676.926758
	Iteration 43Q: 3 clusters Score -5231953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 81361 members 
Entering Unmasked Estep 
Score: -5231952.000000 Penalty: 3676.926758
	Iteration 44Q: 3 clusters Score -5231952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 81360 members 
Entering Unmasked Estep 
Score: -5231954.500000 Penalty: 3676.926758
	Iteration 45Q: 3 clusters Score -5231954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 81360 members 
Entering Unmasked Estep 
Score: -5231954.500000 Penalty: 3676.926758
	Iteration 46F: 3 clusters Score -5231954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (98940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98940 members 
Entering Unmasked Estep 
Score: -6051501.500000 Penalty: 1869.118652
	Iteration 0F: 2 clusters Score -6051502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -5985428.500000 Penalty: 3738.237305
	Iteration 0F: 3 clusters Score -5985428 nChanged 47103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -6013313.500000 Penalty: 3738.237305
	Iteration 1F: 3 clusters Score -6013314 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -6014273.000000 Penalty: 3738.237305
	Iteration 2Q: 3 clusters Score -6014273 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -6015605.000000 Penalty: 3738.237305
	Iteration 3Q: 3 clusters Score -6015605 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
Score: -6017777.500000 Penalty: 3738.237305
	Iteration 4Q: 3 clusters Score -6017778 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 66742 members 
Entering Unmasked Estep 
Score: -6021532.500000 Penalty: 3738.237305
	Iteration 5F: 3 clusters Score -6021532 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 74116 members 
Entering Unmasked Estep 
Score: -6027378.500000 Penalty: 3738.237305
	Iteration 6F: 3 clusters Score -6027378 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 82064 members 
Entering Unmasked Estep 
Score: -6034485.500000 Penalty: 3738.237305
	Iteration 7F: 3 clusters Score -6034486 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 88980 members 
Entering Unmasked Estep 
Score: -6041037.500000 Penalty: 3738.237305
	Iteration 8F: 3 clusters Score -6041038 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 93723 members 
Entering Unmasked Estep 
Score: -6045495.500000 Penalty: 3738.237305
	Iteration 9Q: 3 clusters Score -6045496 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 96359 members 
Entering Unmasked Estep 
Score: -6047924.000000 Penalty: 3738.237305
	Iteration 10Q: 3 clusters Score -6047924 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 97600 members 
Entering Unmasked Estep 
Score: -6048978.500000 Penalty: 3738.237305
	Iteration 11Q: 3 clusters Score -6048978 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 98139 members 
Entering Unmasked Estep 
Score: -6049448.000000 Penalty: 3738.237305
	Iteration 12Q: 3 clusters Score -6049448 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 98389 members 
Entering Unmasked Estep 
Score: -6049694.000000 Penalty: 3738.237305
	Iteration 13Q: 3 clusters Score -6049694 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 98511 members 
Entering Unmasked Estep 
Score: -6049822.000000 Penalty: 3738.237305
	Iteration 14Q: 3 clusters Score -6049822 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 98563 members 
Entering Unmasked Estep 
Score: -6049886.000000 Penalty: 3738.237305
	Iteration 15Q: 3 clusters Score -6049886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 98587 members 
Entering Unmasked Estep 
Score: -6049913.500000 Penalty: 3738.237305
	Iteration 16Q: 3 clusters Score -6049914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 98603 members 
Entering Unmasked Estep 
Score: -6049926.000000 Penalty: 3738.237305
	Iteration 17Q: 3 clusters Score -6049926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 98612 members 
Entering Unmasked Estep 
Score: -6049934.000000 Penalty: 3738.237305
	Iteration 18Q: 3 clusters Score -6049934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 98620 members 
Entering Unmasked Estep 
Score: -6049934.500000 Penalty: 3738.237305
	Iteration 19Q: 3 clusters Score -6049934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 98626 members 
Entering Unmasked Estep 
Score: -6049939.000000 Penalty: 3738.237305
	Iteration 20F: 3 clusters Score -6049939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 98628 members 
Entering Unmasked Estep 
Score: -6049950.000000 Penalty: 3738.237305
	Iteration 21Q: 3 clusters Score -6049950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 98630 members 
Entering Unmasked Estep 
Score: -6049954.000000 Penalty: 3738.237305
	Iteration 22Q: 3 clusters Score -6049954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 98630 members 
Entering Unmasked Estep 
Score: -6049955.000000 Penalty: 3738.237305
	Iteration 23Q: 3 clusters Score -6049955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 98633 members 
Entering Unmasked Estep 
Score: -6049956.500000 Penalty: 3738.237305
	Iteration 24Q: 3 clusters Score -6049956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 98636 members 
Entering Unmasked Estep 
Score: -6049963.000000 Penalty: 3738.237305
	Iteration 25Q: 3 clusters Score -6049963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 98637 members 
Entering Unmasked Estep 
Score: -6049965.500000 Penalty: 3738.237305
	Iteration 26Q: 3 clusters Score -6049966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 98642 members 
Entering Unmasked Estep 
Score: -6049970.000000 Penalty: 3738.237305
	Iteration 27Q: 3 clusters Score -6049970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 98646 members 
Entering Unmasked Estep 
Score: -6049968.500000 Penalty: 3738.237305
	Iteration 28Q: 3 clusters Score -6049968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 98647 members 
Entering Unmasked Estep 
Score: -6049970.500000 Penalty: 3738.237305
	Iteration 29Q: 3 clusters Score -6049970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 98649 members 
Entering Unmasked Estep 
Score: -6049979.000000 Penalty: 3738.237305
	Iteration 30Q: 3 clusters Score -6049979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 98652 members 
Entering Unmasked Estep 
Score: -6049976.000000 Penalty: 3738.237305
	Iteration 31Q: 3 clusters Score -6049976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 98652 members 
Entering Unmasked Estep 
Score: -6049976.000000 Penalty: 3738.237305
	Iteration 32F: 3 clusters Score -6049976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Entering Unmasked Estep 
Score: -1283769.000000 Penalty: 1613.527222
	Iteration 0F: 2 clusters Score -1283769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1269729.750000 Penalty: 3227.054443
	Iteration 0F: 3 clusters Score -1269730 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1275007.125000 Penalty: 3227.054443
	Iteration 1F: 3 clusters Score -1275007 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1275460.000000 Penalty: 3227.054443
	Iteration 2F: 3 clusters Score -1275460 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1275929.125000 Penalty: 3227.054443
	Iteration 3F: 3 clusters Score -1275929 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1276516.750000 Penalty: 3227.054443
	Iteration 4F: 3 clusters Score -1276517 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1277206.625000 Penalty: 3227.054443
	Iteration 5F: 3 clusters Score -1277207 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1277996.500000 Penalty: 3227.054443
	Iteration 6F: 3 clusters Score -1277996 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1278902.625000 Penalty: 3227.054443
	Iteration 7F: 3 clusters Score -1278903 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -1279823.125000 Penalty: 3227.054443
	Iteration 8F: 3 clusters Score -1279823 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -1280555.250000 Penalty: 3227.054443
	Iteration 9Q: 3 clusters Score -1280555 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -1281064.750000 Penalty: 3227.054443
	Iteration 10Q: 3 clusters Score -1281065 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1281387.875000 Penalty: 3227.054443
	Iteration 11Q: 3 clusters Score -1281388 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -1281619.125000 Penalty: 3227.054443
	Iteration 12Q: 3 clusters Score -1281619 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -1281772.875000 Penalty: 3227.054443
	Iteration 13Q: 3 clusters Score -1281773 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -1281892.500000 Penalty: 3227.054443
	Iteration 14Q: 3 clusters Score -1281892 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -1281967.000000 Penalty: 3227.054443
	Iteration 15Q: 3 clusters Score -1281967 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -1282022.375000 Penalty: 3227.054443
	Iteration 16Q: 3 clusters Score -1282022 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -1282076.375000 Penalty: 3227.054443
	Iteration 17Q: 3 clusters Score -1282076 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -1282114.375000 Penalty: 3227.054443
	Iteration 18Q: 3 clusters Score -1282114 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -1282154.500000 Penalty: 3227.054443
	Iteration 19Q: 3 clusters Score -1282154 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -1282189.625000 Penalty: 3227.054443
	Iteration 20F: 3 clusters Score -1282190 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -1282221.750000 Penalty: 3227.054443
	Iteration 21Q: 3 clusters Score -1282222 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -1282247.375000 Penalty: 3227.054443
	Iteration 22Q: 3 clusters Score -1282247 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -1282276.000000 Penalty: 3227.054443
	Iteration 23Q: 3 clusters Score -1282276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -1282298.875000 Penalty: 3227.054443
	Iteration 24Q: 3 clusters Score -1282299 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -1282318.000000 Penalty: 3227.054443
	Iteration 25Q: 3 clusters Score -1282318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -1282330.750000 Penalty: 3227.054443
	Iteration 26Q: 3 clusters Score -1282331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -1282348.125000 Penalty: 3227.054443
	Iteration 27Q: 3 clusters Score -1282348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -1282361.375000 Penalty: 3227.054443
	Iteration 28Q: 3 clusters Score -1282361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -1282379.750000 Penalty: 3227.054443
	Iteration 29Q: 3 clusters Score -1282380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -1282393.625000 Penalty: 3227.054443
	Iteration 30Q: 3 clusters Score -1282394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -1282404.000000 Penalty: 3227.054443
	Iteration 31Q: 3 clusters Score -1282404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -1282412.750000 Penalty: 3227.054443
	Iteration 32Q: 3 clusters Score -1282413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -1282423.375000 Penalty: 3227.054443
	Iteration 33Q: 3 clusters Score -1282423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -1282427.500000 Penalty: 3227.054443
	Iteration 34Q: 3 clusters Score -1282428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -1282431.000000 Penalty: 3227.054443
	Iteration 35Q: 3 clusters Score -1282431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -1282431.000000 Penalty: 3227.054443
	Iteration 36F: 3 clusters Score -1282431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -11992.001953 Penalty: 892.622498
	Iteration 0F: 2 clusters Score -11992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11200.779297 Penalty: 1785.244995
	Iteration 0F: 3 clusters Score -11200.78 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11309.613281 Penalty: 1785.244995
	Iteration 1F: 3 clusters Score -11309.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11320.427734 Penalty: 1785.244995
	Iteration 2Q: 3 clusters Score -11320.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11322.609375 Penalty: 1785.244995
	Iteration 3Q: 3 clusters Score -11322.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11328.515625 Penalty: 1785.244995
	Iteration 4Q: 3 clusters Score -11328.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11328.515625 Penalty: 1785.244995
	Iteration 5F: 3 clusters Score -11328.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Entering Unmasked Estep 
Score: -2513229.750000 Penalty: 1725.131226
	Iteration 0F: 2 clusters Score -2513230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2485928.250000 Penalty: 3450.262451
	Iteration 0F: 3 clusters Score -2485928 nChanged 19036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2497137.500000 Penalty: 3450.262451
	Iteration 1F: 3 clusters Score -2497138 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -2498090.750000 Penalty: 3450.262451
	Iteration 2Q: 3 clusters Score -2498091 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -2499311.750000 Penalty: 3450.262451
	Iteration 3F: 3 clusters Score -2499312 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -2500788.000000 Penalty: 3450.262451
	Iteration 4F: 3 clusters Score -2500788 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -2502260.000000 Penalty: 3450.262451
	Iteration 5F: 3 clusters Score -2502260 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -2503478.250000 Penalty: 3450.262451
	Iteration 6F: 3 clusters Score -2503478 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -2504539.000000 Penalty: 3450.262451
	Iteration 7Q: 3 clusters Score -2504539 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -2505506.750000 Penalty: 3450.262451
	Iteration 8Q: 3 clusters Score -2505507 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -2506372.500000 Penalty: 3450.262451
	Iteration 9Q: 3 clusters Score -2506372 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -2507115.750000 Penalty: 3450.262451
	Iteration 10Q: 3 clusters Score -2507116 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -2507600.250000 Penalty: 3450.262451
	Iteration 11Q: 3 clusters Score -2507600 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2507927.750000 Penalty: 3450.262451
	Iteration 12Q: 3 clusters Score -2507928 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -2508172.250000 Penalty: 3450.262451
	Iteration 13Q: 3 clusters Score -2508172 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2508376.750000 Penalty: 3450.262451
	Iteration 14Q: 3 clusters Score -2508377 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2508593.500000 Penalty: 3450.262451
	Iteration 15Q: 3 clusters Score -2508594 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2508856.500000 Penalty: 3450.262451
	Iteration 16Q: 3 clusters Score -2508856 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2509176.000000 Penalty: 3450.262451
	Iteration 17Q: 3 clusters Score -2509176 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2509512.500000 Penalty: 3450.262451
	Iteration 18Q: 3 clusters Score -2509512 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2509911.000000 Penalty: 3450.262451
	Iteration 19Q: 3 clusters Score -2509911 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2510326.750000 Penalty: 3450.262451
	Iteration 20F: 3 clusters Score -2510327 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2510773.250000 Penalty: 3450.262451
	Iteration 21Q: 3 clusters Score -2510773 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2511227.750000 Penalty: 3450.262451
	Iteration 22Q: 3 clusters Score -2511228 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2511640.500000 Penalty: 3450.262451
	Iteration 23Q: 3 clusters Score -2511640 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2511970.500000 Penalty: 3450.262451
	Iteration 24Q: 3 clusters Score -2511970 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2512218.250000 Penalty: 3450.262451
	Iteration 25Q: 3 clusters Score -2512218 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2512455.000000 Penalty: 3450.262451
	Iteration 26Q: 3 clusters Score -2512455 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2512625.000000 Penalty: 3450.262451
	Iteration 27Q: 3 clusters Score -2512625 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2512752.500000 Penalty: 3450.262451
	Iteration 28Q: 3 clusters Score -2512752 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2512854.250000 Penalty: 3450.262451
	Iteration 29Q: 3 clusters Score -2512854 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2512945.250000 Penalty: 3450.262451
	Iteration 30Q: 3 clusters Score -2512945 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2513003.000000 Penalty: 3450.262451
	Iteration 31Q: 3 clusters Score -2513003 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2513046.750000 Penalty: 3450.262451
	Iteration 32Q: 3 clusters Score -2513047 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2513094.750000 Penalty: 3450.262451
	Iteration 33Q: 3 clusters Score -2513095 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2513124.500000 Penalty: 3450.262451
	Iteration 34Q: 3 clusters Score -2513124 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2513144.000000 Penalty: 3450.262451
	Iteration 35Q: 3 clusters Score -2513144 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2513153.750000 Penalty: 3450.262451
	Iteration 36Q: 3 clusters Score -2513154 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2513181.250000 Penalty: 3450.262451
	Iteration 37Q: 3 clusters Score -2513181 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2513175.500000 Penalty: 3450.262451
	Iteration 38Q: 3 clusters Score -2513176 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2513189.250000 Penalty: 3450.262451
	Iteration 39Q: 3 clusters Score -2513189 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2513201.750000 Penalty: 3450.262451
	Iteration 40F: 3 clusters Score -2513202 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2513199.750000 Penalty: 3450.262451
	Iteration 41Q: 3 clusters Score -2513200 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2513205.500000 Penalty: 3450.262451
	Iteration 42Q: 3 clusters Score -2513206 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2513220.500000 Penalty: 3450.262451
	Iteration 43Q: 3 clusters Score -2513220 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2513227.250000 Penalty: 3450.262451
	Iteration 44Q: 3 clusters Score -2513227 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2513234.750000 Penalty: 3450.262451
	Iteration 45Q: 3 clusters Score -2513235 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -2513247.000000 Penalty: 3450.262451
	Iteration 46Q: 3 clusters Score -2513247 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2513251.000000 Penalty: 3450.262451
	Iteration 47Q: 3 clusters Score -2513251 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2513257.250000 Penalty: 3450.262451
	Iteration 48Q: 3 clusters Score -2513257 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2513263.500000 Penalty: 3450.262451
	Iteration 49Q: 3 clusters Score -2513264 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2513267.000000 Penalty: 3450.262451
	Iteration 50Q: 3 clusters Score -2513267 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2513268.500000 Penalty: 3450.262451
	Iteration 51Q: 3 clusters Score -2513268 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2513272.750000 Penalty: 3450.262451
	Iteration 52Q: 3 clusters Score -2513273 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2513287.500000 Penalty: 3450.262451
	Iteration 53Q: 3 clusters Score -2513288 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2513296.750000 Penalty: 3450.262451
	Iteration 54Q: 3 clusters Score -2513297 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2513298.750000 Penalty: 3450.262451
	Iteration 55Q: 3 clusters Score -2513299 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2513303.000000 Penalty: 3450.262451
	Iteration 56Q: 3 clusters Score -2513303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2513303.250000 Penalty: 3450.262451
	Iteration 57Q: 3 clusters Score -2513303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2513303.500000 Penalty: 3450.262451
	Iteration 58Q: 3 clusters Score -2513304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2513303.250000 Penalty: 3450.262451
	Iteration 59Q: 3 clusters Score -2513303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -2513306.250000 Penalty: 3450.262451
	Iteration 60F: 3 clusters Score -2513306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2513309.750000 Penalty: 3450.262451
	Iteration 61Q: 3 clusters Score -2513310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2513311.000000 Penalty: 3450.262451
	Iteration 62Q: 3 clusters Score -2513311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2513311.750000 Penalty: 3450.262451
	Iteration 63Q: 3 clusters Score -2513312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2513316.000000 Penalty: 3450.262451
	Iteration 64Q: 3 clusters Score -2513316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2513315.500000 Penalty: 3450.262451
	Iteration 65Q: 3 clusters Score -2513316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -2513315.000000 Penalty: 3450.262451
	Iteration 66Q: 3 clusters Score -2513315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2513318.000000 Penalty: 3450.262451
	Iteration 67Q: 3 clusters Score -2513318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2513315.750000 Penalty: 3450.262451
	Iteration 68Q: 3 clusters Score -2513316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -2513319.250000 Penalty: 3450.262451
	Iteration 69Q: 3 clusters Score -2513319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2513319.000000 Penalty: 3450.262451
	Iteration 70Q: 3 clusters Score -2513319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2513322.000000 Penalty: 3450.262451
	Iteration 71Q: 3 clusters Score -2513322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2513321.500000 Penalty: 3450.262451
	Iteration 72Q: 3 clusters Score -2513322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -2513320.250000 Penalty: 3450.262451
	Iteration 73Q: 3 clusters Score -2513320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2513317.750000 Penalty: 3450.262451
	Iteration 74Q: 3 clusters Score -2513318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2513318.500000 Penalty: 3450.262451
	Iteration 75Q: 3 clusters Score -2513318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -2513322.000000 Penalty: 3450.262451
	Iteration 76Q: 3 clusters Score -2513322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2513322.500000 Penalty: 3450.262451
	Iteration 77Q: 3 clusters Score -2513322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2513322.750000 Penalty: 3450.262451
	Iteration 78Q: 3 clusters Score -2513323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2513324.250000 Penalty: 3450.262451
	Iteration 79Q: 3 clusters Score -2513324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2513324.250000 Penalty: 3450.262451
	Iteration 80F: 3 clusters Score -2513324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 11246 members 
Mstep: Class 3 contains 6082 members 
Mstep: Class 4 contains 5170 members 
Mstep: Class 5 contains 81930 members 
Mstep: Class 7 contains 98940 members 
Mstep: Class 8 contains 20525 members 
Mstep: Class 9 contains 243 members 
Mstep: Class 10 contains 35524 members 
Mstep: Class 11 contains 13401 members 
Mstep: Class 12 contains 8714 members 
Mstep: Class 13 contains 10879 members 
Mstep: Class 14 contains 3200 members 
Mstep: Class 15 contains 16417 members 
Mstep: Class 16 contains 19662 members 
Mstep: Class 17 contains 2807 members 
Mstep: Class 19 contains 2431 members 
Mstep: Class 20 contains 5233 members 
Mstep: Class 21 contains 12086 members 
Entering Unmasked Estep 
Score: -21328400.000000 Penalty: 39499.203125
Splitting cluster 10 changes total score from -21328642.000000 to -21328400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (13401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Entering Unmasked Estep 
Score: -804742.875000 Penalty: 1544.251221
	Iteration 0F: 2 clusters Score -804742.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -795470.562500 Penalty: 3088.502441
	Iteration 0F: 3 clusters Score -795470.6 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -798669.625000 Penalty: 3088.502441
	Iteration 1F: 3 clusters Score -798669.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -798922.000000 Penalty: 3088.502441
	Iteration 2F: 3 clusters Score -798922 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -799152.437500 Penalty: 3088.502441
	Iteration 3Q: 3 clusters Score -799152.4 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -799391.812500 Penalty: 3088.502441
	Iteration 4Q: 3 clusters Score -799391.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -799639.125000 Penalty: 3088.502441
	Iteration 5Q: 3 clusters Score -799639.1 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -799908.000000 Penalty: 3088.502441
	Iteration 6Q: 3 clusters Score -799908 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -800234.625000 Penalty: 3088.502441
	Iteration 7Q: 3 clusters Score -800234.6 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -800594.125000 Penalty: 3088.502441
	Iteration 8Q: 3 clusters Score -800594.1 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -800953.500000 Penalty: 3088.502441
	Iteration 9Q: 3 clusters Score -800953.5 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -801333.250000 Penalty: 3088.502441
	Iteration 10Q: 3 clusters Score -801333.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -801716.000000 Penalty: 3088.502441
	Iteration 11Q: 3 clusters Score -801716 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -802049.625000 Penalty: 3088.502441
	Iteration 12Q: 3 clusters Score -802049.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -802336.062500 Penalty: 3088.502441
	Iteration 13Q: 3 clusters Score -802336.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -802531.375000 Penalty: 3088.502441
	Iteration 14Q: 3 clusters Score -802531.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -802688.875000 Penalty: 3088.502441
	Iteration 15Q: 3 clusters Score -802688.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -802810.000000 Penalty: 3088.502441
	Iteration 16Q: 3 clusters Score -802810 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -802918.562500 Penalty: 3088.502441
	Iteration 17Q: 3 clusters Score -802918.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -803008.625000 Penalty: 3088.502441
	Iteration 18Q: 3 clusters Score -803008.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -803090.750000 Penalty: 3088.502441
	Iteration 19Q: 3 clusters Score -803090.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -803174.187500 Penalty: 3088.502441
	Iteration 20F: 3 clusters Score -803174.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -803246.000000 Penalty: 3088.502441
	Iteration 21Q: 3 clusters Score -803246 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -803299.937500 Penalty: 3088.502441
	Iteration 22Q: 3 clusters Score -803299.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -803334.750000 Penalty: 3088.502441
	Iteration 23Q: 3 clusters Score -803334.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -803360.875000 Penalty: 3088.502441
	Iteration 24Q: 3 clusters Score -803360.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -803381.812500 Penalty: 3088.502441
	Iteration 25Q: 3 clusters Score -803381.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -803395.500000 Penalty: 3088.502441
	Iteration 26Q: 3 clusters Score -803395.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -803402.562500 Penalty: 3088.502441
	Iteration 27Q: 3 clusters Score -803402.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -803413.437500 Penalty: 3088.502441
	Iteration 28Q: 3 clusters Score -803413.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -803421.250000 Penalty: 3088.502441
	Iteration 29Q: 3 clusters Score -803421.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -803427.375000 Penalty: 3088.502441
	Iteration 30Q: 3 clusters Score -803427.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -803439.562500 Penalty: 3088.502441
	Iteration 31Q: 3 clusters Score -803439.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -803448.187500 Penalty: 3088.502441
	Iteration 32Q: 3 clusters Score -803448.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -803453.312500 Penalty: 3088.502441
	Iteration 33Q: 3 clusters Score -803453.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -803455.062500 Penalty: 3088.502441
	Iteration 34Q: 3 clusters Score -803455.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -803459.125000 Penalty: 3088.502441
	Iteration 35Q: 3 clusters Score -803459.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -803465.437500 Penalty: 3088.502441
	Iteration 36Q: 3 clusters Score -803465.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -803470.750000 Penalty: 3088.502441
	Iteration 37Q: 3 clusters Score -803470.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -803474.437500 Penalty: 3088.502441
	Iteration 38Q: 3 clusters Score -803474.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -803477.562500 Penalty: 3088.502441
	Iteration 39Q: 3 clusters Score -803477.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -803483.187500 Penalty: 3088.502441
	Iteration 40F: 3 clusters Score -803483.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -803490.062500 Penalty: 3088.502441
	Iteration 41Q: 3 clusters Score -803490.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -803497.687500 Penalty: 3088.502441
	Iteration 42Q: 3 clusters Score -803497.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -803514.500000 Penalty: 3088.502441
	Iteration 43Q: 3 clusters Score -803514.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -803538.375000 Penalty: 3088.502441
	Iteration 44Q: 3 clusters Score -803538.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -803582.687500 Penalty: 3088.502441
	Iteration 45Q: 3 clusters Score -803582.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -803633.500000 Penalty: 3088.502441
	Iteration 46Q: 3 clusters Score -803633.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -803684.437500 Penalty: 3088.502441
	Iteration 47Q: 3 clusters Score -803684.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -803716.000000 Penalty: 3088.502441
	Iteration 48Q: 3 clusters Score -803716 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -803747.875000 Penalty: 3088.502441
	Iteration 49Q: 3 clusters Score -803747.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -803779.062500 Penalty: 3088.502441
	Iteration 50Q: 3 clusters Score -803779.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -803801.375000 Penalty: 3088.502441
	Iteration 51Q: 3 clusters Score -803801.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -803820.437500 Penalty: 3088.502441
	Iteration 52Q: 3 clusters Score -803820.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -803835.375000 Penalty: 3088.502441
	Iteration 53Q: 3 clusters Score -803835.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -803844.687500 Penalty: 3088.502441
	Iteration 54Q: 3 clusters Score -803844.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -803851.062500 Penalty: 3088.502441
	Iteration 55Q: 3 clusters Score -803851.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -803852.625000 Penalty: 3088.502441
	Iteration 56Q: 3 clusters Score -803852.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -803854.250000 Penalty: 3088.502441
	Iteration 57Q: 3 clusters Score -803854.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -803857.000000 Penalty: 3088.502441
	Iteration 58Q: 3 clusters Score -803857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -803862.437500 Penalty: 3088.502441
	Iteration 59Q: 3 clusters Score -803862.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -803864.000000 Penalty: 3088.502441
	Iteration 60F: 3 clusters Score -803864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -803865.750000 Penalty: 3088.502441
	Iteration 61Q: 3 clusters Score -803865.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -803865.687500 Penalty: 3088.502441
	Iteration 62Q: 3 clusters Score -803865.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -803867.875000 Penalty: 3088.502441
	Iteration 63Q: 3 clusters Score -803867.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -803869.750000 Penalty: 3088.502441
	Iteration 64Q: 3 clusters Score -803869.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -803870.125000 Penalty: 3088.502441
	Iteration 65Q: 3 clusters Score -803870.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -803870.937500 Penalty: 3088.502441
	Iteration 66Q: 3 clusters Score -803870.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -803871.687500 Penalty: 3088.502441
	Iteration 67Q: 3 clusters Score -803871.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -803871.687500 Penalty: 3088.502441
	Iteration 68F: 3 clusters Score -803871.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Entering Unmasked Estep 
Score: -514284.625000 Penalty: 1474.311523
	Iteration 0F: 2 clusters Score -514284.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -507994.437500 Penalty: 2948.623047
	Iteration 0F: 3 clusters Score -507994.4 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -510471.468750 Penalty: 2948.623047
	Iteration 1F: 3 clusters Score -510471.5 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -511361.968750 Penalty: 2948.623047
	Iteration 2F: 3 clusters Score -511362 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -512346.281250 Penalty: 2948.623047
	Iteration 3F: 3 clusters Score -512346.3 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -513088.843750 Penalty: 2948.623047
	Iteration 4F: 3 clusters Score -513088.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -513474.718750 Penalty: 2948.623047
	Iteration 5F: 3 clusters Score -513474.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -513632.125000 Penalty: 2948.623047
	Iteration 6Q: 3 clusters Score -513632.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -513716.250000 Penalty: 2948.623047
	Iteration 7Q: 3 clusters Score -513716.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -513767.468750 Penalty: 2948.623047
	Iteration 8Q: 3 clusters Score -513767.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -513807.687500 Penalty: 2948.623047
	Iteration 9Q: 3 clusters Score -513807.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -513850.281250 Penalty: 2948.623047
	Iteration 10Q: 3 clusters Score -513850.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -513904.250000 Penalty: 2948.623047
	Iteration 11Q: 3 clusters Score -513904.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -513938.531250 Penalty: 2948.623047
	Iteration 12Q: 3 clusters Score -513938.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -513959.562500 Penalty: 2948.623047
	Iteration 13Q: 3 clusters Score -513959.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -513976.468750 Penalty: 2948.623047
	Iteration 14Q: 3 clusters Score -513976.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -513993.812500 Penalty: 2948.623047
	Iteration 15Q: 3 clusters Score -513993.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -514006.125000 Penalty: 2948.623047
	Iteration 16Q: 3 clusters Score -514006.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -514013.562500 Penalty: 2948.623047
	Iteration 17Q: 3 clusters Score -514013.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -514021.781250 Penalty: 2948.623047
	Iteration 18Q: 3 clusters Score -514021.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -514030.750000 Penalty: 2948.623047
	Iteration 19Q: 3 clusters Score -514030.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -514036.781250 Penalty: 2948.623047
	Iteration 20F: 3 clusters Score -514036.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -514039.062500 Penalty: 2948.623047
	Iteration 21Q: 3 clusters Score -514039.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -514041.125000 Penalty: 2948.623047
	Iteration 22Q: 3 clusters Score -514041.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -514041.437500 Penalty: 2948.623047
	Iteration 23Q: 3 clusters Score -514041.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -514042.687500 Penalty: 2948.623047
	Iteration 24Q: 3 clusters Score -514042.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -514043.312500 Penalty: 2948.623047
	Iteration 25Q: 3 clusters Score -514043.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -514043.312500 Penalty: 2948.623047
	Iteration 26F: 3 clusters Score -514043.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Entering Unmasked Estep 
Score: -655282.562500 Penalty: 1510.370850
	Iteration 0F: 2 clusters Score -655282.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -647592.937500 Penalty: 3020.741699
	Iteration 0F: 3 clusters Score -647592.9 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -650103.562500 Penalty: 3020.741699
	Iteration 1F: 3 clusters Score -650103.6 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -650418.125000 Penalty: 3020.741699
	Iteration 2F: 3 clusters Score -650418.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -650689.375000 Penalty: 3020.741699
	Iteration 3F: 3 clusters Score -650689.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -651003.000000 Penalty: 3020.741699
	Iteration 4F: 3 clusters Score -651003 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -651371.562500 Penalty: 3020.741699
	Iteration 5F: 3 clusters Score -651371.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -651733.750000 Penalty: 3020.741699
	Iteration 6F: 3 clusters Score -651733.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -652102.812500 Penalty: 3020.741699
	Iteration 7F: 3 clusters Score -652102.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -652488.125000 Penalty: 3020.741699
	Iteration 8F: 3 clusters Score -652488.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -652814.312500 Penalty: 3020.741699
	Iteration 9Q: 3 clusters Score -652814.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -653117.750000 Penalty: 3020.741699
	Iteration 10Q: 3 clusters Score -653117.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -653434.375000 Penalty: 3020.741699
	Iteration 11Q: 3 clusters Score -653434.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -653676.937500 Penalty: 3020.741699
	Iteration 12Q: 3 clusters Score -653676.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -653836.125000 Penalty: 3020.741699
	Iteration 13Q: 3 clusters Score -653836.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -653932.187500 Penalty: 3020.741699
	Iteration 14Q: 3 clusters Score -653932.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -653999.125000 Penalty: 3020.741699
	Iteration 15Q: 3 clusters Score -653999.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -654037.687500 Penalty: 3020.741699
	Iteration 16Q: 3 clusters Score -654037.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -654061.625000 Penalty: 3020.741699
	Iteration 17Q: 3 clusters Score -654061.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -654079.750000 Penalty: 3020.741699
	Iteration 18Q: 3 clusters Score -654079.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -654101.500000 Penalty: 3020.741699
	Iteration 19Q: 3 clusters Score -654101.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -654122.500000 Penalty: 3020.741699
	Iteration 20F: 3 clusters Score -654122.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -654147.625000 Penalty: 3020.741699
	Iteration 21Q: 3 clusters Score -654147.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -654173.750000 Penalty: 3020.741699
	Iteration 22Q: 3 clusters Score -654173.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -654206.625000 Penalty: 3020.741699
	Iteration 23Q: 3 clusters Score -654206.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -654243.937500 Penalty: 3020.741699
	Iteration 24Q: 3 clusters Score -654243.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -654283.000000 Penalty: 3020.741699
	Iteration 25Q: 3 clusters Score -654283 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -654304.750000 Penalty: 3020.741699
	Iteration 26Q: 3 clusters Score -654304.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -654321.687500 Penalty: 3020.741699
	Iteration 27Q: 3 clusters Score -654321.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -654333.312500 Penalty: 3020.741699
	Iteration 28Q: 3 clusters Score -654333.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -654340.312500 Penalty: 3020.741699
	Iteration 29Q: 3 clusters Score -654340.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -654348.187500 Penalty: 3020.741699
	Iteration 30Q: 3 clusters Score -654348.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -654353.062500 Penalty: 3020.741699
	Iteration 31Q: 3 clusters Score -654353.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -654355.437500 Penalty: 3020.741699
	Iteration 32Q: 3 clusters Score -654355.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -654359.937500 Penalty: 3020.741699
	Iteration 33Q: 3 clusters Score -654359.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -654362.062500 Penalty: 3020.741699
	Iteration 34Q: 3 clusters Score -654362.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -654364.125000 Penalty: 3020.741699
	Iteration 35Q: 3 clusters Score -654364.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -654367.562500 Penalty: 3020.741699
	Iteration 36Q: 3 clusters Score -654367.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -654368.250000 Penalty: 3020.741699
	Iteration 37Q: 3 clusters Score -654368.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -654368.187500 Penalty: 3020.741699
	Iteration 38Q: 3 clusters Score -654368.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -654369.500000 Penalty: 3020.741699
	Iteration 39Q: 3 clusters Score -654369.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -654369.750000 Penalty: 3020.741699
	Iteration 40F: 3 clusters Score -654369.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -654371.375000 Penalty: 3020.741699
	Iteration 41Q: 3 clusters Score -654371.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -654371.937500 Penalty: 3020.741699
	Iteration 42Q: 3 clusters Score -654371.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -654370.250000 Penalty: 3020.741699
	Iteration 43Q: 3 clusters Score -654370.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -654370.750000 Penalty: 3020.741699
	Iteration 44Q: 3 clusters Score -654370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -654370.875000 Penalty: 3020.741699
	Iteration 45Q: 3 clusters Score -654370.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -654370.875000 Penalty: 3020.741699
	Iteration 46F: 3 clusters Score -654370.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Entering Unmasked Estep 
Score: -189830.062500 Penalty: 1311.522217
	Iteration 0F: 2 clusters Score -189830.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -186966.921875 Penalty: 2623.044434
	Iteration 0F: 3 clusters Score -186966.9 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -187753.406250 Penalty: 2623.044434
	Iteration 1F: 3 clusters Score -187753.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -187978.500000 Penalty: 2623.044434
	Iteration 2F: 3 clusters Score -187978.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -188179.062500 Penalty: 2623.044434
	Iteration 3F: 3 clusters Score -188179.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -188386.671875 Penalty: 2623.044434
	Iteration 4F: 3 clusters Score -188386.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -188581.875000 Penalty: 2623.044434
	Iteration 5F: 3 clusters Score -188581.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -188771.390625 Penalty: 2623.044434
	Iteration 6F: 3 clusters Score -188771.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -188910.765625 Penalty: 2623.044434
	Iteration 7Q: 3 clusters Score -188910.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -189020.203125 Penalty: 2623.044434
	Iteration 8Q: 3 clusters Score -189020.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -189128.078125 Penalty: 2623.044434
	Iteration 9Q: 3 clusters Score -189128.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -189181.593750 Penalty: 2623.044434
	Iteration 10Q: 3 clusters Score -189181.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -189207.109375 Penalty: 2623.044434
	Iteration 11Q: 3 clusters Score -189207.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -189233.796875 Penalty: 2623.044434
	Iteration 12Q: 3 clusters Score -189233.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -189248.968750 Penalty: 2623.044434
	Iteration 13Q: 3 clusters Score -189249 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -189261.718750 Penalty: 2623.044434
	Iteration 14Q: 3 clusters Score -189261.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -189274.250000 Penalty: 2623.044434
	Iteration 15Q: 3 clusters Score -189274.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -189293.375000 Penalty: 2623.044434
	Iteration 16Q: 3 clusters Score -189293.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -189339.953125 Penalty: 2623.044434
	Iteration 17Q: 3 clusters Score -189340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -189389.875000 Penalty: 2623.044434
	Iteration 18Q: 3 clusters Score -189389.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -189432.218750 Penalty: 2623.044434
	Iteration 19Q: 3 clusters Score -189432.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -189454.015625 Penalty: 2623.044434
	Iteration 20F: 3 clusters Score -189454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -189480.062500 Penalty: 2623.044434
	Iteration 21Q: 3 clusters Score -189480.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -189524.156250 Penalty: 2623.044434
	Iteration 22Q: 3 clusters Score -189524.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -189593.968750 Penalty: 2623.044434
	Iteration 23Q: 3 clusters Score -189594 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -189706.640625 Penalty: 2623.044434
	Iteration 24Q: 3 clusters Score -189706.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -189767.812500 Penalty: 2623.044434
	Iteration 25Q: 3 clusters Score -189767.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -189805.437500 Penalty: 2623.044434
	Iteration 26Q: 3 clusters Score -189805.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -189816.265625 Penalty: 2623.044434
	Iteration 27Q: 3 clusters Score -189816.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -189822.562500 Penalty: 2623.044434
	Iteration 28Q: 3 clusters Score -189822.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -189825.984375 Penalty: 2623.044434
	Iteration 29Q: 3 clusters Score -189826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -189827.203125 Penalty: 2623.044434
	Iteration 30Q: 3 clusters Score -189827.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -189827.171875 Penalty: 2623.044434
	Iteration 31Q: 3 clusters Score -189827.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -189827.171875 Penalty: 2623.044434
	Iteration 32F: 3 clusters Score -189827.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Entering Unmasked Estep 
Score: -1069865.125000 Penalty: 1577.236816
	Iteration 0F: 2 clusters Score -1069865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1058486.875000 Penalty: 3154.473633
	Iteration 0F: 3 clusters Score -1058487 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1062465.250000 Penalty: 3154.473633
	Iteration 1F: 3 clusters Score -1062465 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1062823.250000 Penalty: 3154.473633
	Iteration 2F: 3 clusters Score -1062823 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1063120.625000 Penalty: 3154.473633
	Iteration 3Q: 3 clusters Score -1063121 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1063400.500000 Penalty: 3154.473633
	Iteration 4Q: 3 clusters Score -1063400 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1063669.500000 Penalty: 3154.473633
	Iteration 5Q: 3 clusters Score -1063670 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1063984.125000 Penalty: 3154.473633
	Iteration 6Q: 3 clusters Score -1063984 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1064417.750000 Penalty: 3154.473633
	Iteration 7Q: 3 clusters Score -1064418 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1065024.625000 Penalty: 3154.473633
	Iteration 8F: 3 clusters Score -1065025 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1065770.500000 Penalty: 3154.473633
	Iteration 9F: 3 clusters Score -1065770 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1066481.000000 Penalty: 3154.473633
	Iteration 10F: 3 clusters Score -1066481 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1066980.375000 Penalty: 3154.473633
	Iteration 11Q: 3 clusters Score -1066980 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1067311.875000 Penalty: 3154.473633
	Iteration 12Q: 3 clusters Score -1067312 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1067573.250000 Penalty: 3154.473633
	Iteration 13Q: 3 clusters Score -1067573 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1067755.875000 Penalty: 3154.473633
	Iteration 14Q: 3 clusters Score -1067756 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1067885.750000 Penalty: 3154.473633
	Iteration 15Q: 3 clusters Score -1067886 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1067991.125000 Penalty: 3154.473633
	Iteration 16Q: 3 clusters Score -1067991 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1068101.750000 Penalty: 3154.473633
	Iteration 17Q: 3 clusters Score -1068102 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1068202.125000 Penalty: 3154.473633
	Iteration 18Q: 3 clusters Score -1068202 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1068272.875000 Penalty: 3154.473633
	Iteration 19Q: 3 clusters Score -1068273 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1068337.250000 Penalty: 3154.473633
	Iteration 20F: 3 clusters Score -1068337 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1068383.875000 Penalty: 3154.473633
	Iteration 21Q: 3 clusters Score -1068384 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1068426.125000 Penalty: 3154.473633
	Iteration 22Q: 3 clusters Score -1068426 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1068454.250000 Penalty: 3154.473633
	Iteration 23Q: 3 clusters Score -1068454 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1068479.375000 Penalty: 3154.473633
	Iteration 24Q: 3 clusters Score -1068479 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1068503.625000 Penalty: 3154.473633
	Iteration 25Q: 3 clusters Score -1068504 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1068516.875000 Penalty: 3154.473633
	Iteration 26Q: 3 clusters Score -1068517 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1068528.375000 Penalty: 3154.473633
	Iteration 27Q: 3 clusters Score -1068528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1068535.250000 Penalty: 3154.473633
	Iteration 28Q: 3 clusters Score -1068535 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1068544.500000 Penalty: 3154.473633
	Iteration 29Q: 3 clusters Score -1068544 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1068554.375000 Penalty: 3154.473633
	Iteration 30Q: 3 clusters Score -1068554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1068560.625000 Penalty: 3154.473633
	Iteration 31Q: 3 clusters Score -1068561 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1068567.375000 Penalty: 3154.473633
	Iteration 32Q: 3 clusters Score -1068567 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1068574.375000 Penalty: 3154.473633
	Iteration 33Q: 3 clusters Score -1068574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1068577.250000 Penalty: 3154.473633
	Iteration 34Q: 3 clusters Score -1068577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1068580.500000 Penalty: 3154.473633
	Iteration 35Q: 3 clusters Score -1068580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1068583.750000 Penalty: 3154.473633
	Iteration 36Q: 3 clusters Score -1068584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1068587.875000 Penalty: 3154.473633
	Iteration 37Q: 3 clusters Score -1068588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1068590.000000 Penalty: 3154.473633
	Iteration 38Q: 3 clusters Score -1068590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1068591.375000 Penalty: 3154.473633
	Iteration 39Q: 3 clusters Score -1068591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1068592.125000 Penalty: 3154.473633
	Iteration 40F: 3 clusters Score -1068592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1068591.500000 Penalty: 3154.473633
	Iteration 41Q: 3 clusters Score -1068592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1068593.250000 Penalty: 3154.473633
	Iteration 42Q: 3 clusters Score -1068593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1068593.375000 Penalty: 3154.473633
	Iteration 43Q: 3 clusters Score -1068593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1068593.375000 Penalty: 3154.473633
	Iteration 44Q: 3 clusters Score -1068593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1068593.375000 Penalty: 3154.473633
	Iteration 45F: 3 clusters Score -1068593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Entering Unmasked Estep 
Score: -1154289.500000 Penalty: 1606.546997
	Iteration 0F: 2 clusters Score -1154290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1140899.000000 Penalty: 3213.093994
	Iteration 0F: 3 clusters Score -1140899 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1145958.375000 Penalty: 3213.093994
	Iteration 1F: 3 clusters Score -1145958 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1146836.875000 Penalty: 3213.093994
	Iteration 2F: 3 clusters Score -1146837 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1148147.375000 Penalty: 3213.093994
	Iteration 3F: 3 clusters Score -1148147 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1149873.250000 Penalty: 3213.093994
	Iteration 4F: 3 clusters Score -1149873 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1151496.750000 Penalty: 3213.093994
	Iteration 5F: 3 clusters Score -1151497 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1152898.625000 Penalty: 3213.093994
	Iteration 6F: 3 clusters Score -1152899 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1153779.375000 Penalty: 3213.093994
	Iteration 7F: 3 clusters Score -1153779 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1154261.250000 Penalty: 3213.093994
	Iteration 8Q: 3 clusters Score -1154261 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1154483.375000 Penalty: 3213.093994
	Iteration 9Q: 3 clusters Score -1154483 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1154587.375000 Penalty: 3213.093994
	Iteration 10Q: 3 clusters Score -1154587 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1154635.875000 Penalty: 3213.093994
	Iteration 11Q: 3 clusters Score -1154636 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1154666.625000 Penalty: 3213.093994
	Iteration 12Q: 3 clusters Score -1154667 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1154678.000000 Penalty: 3213.093994
	Iteration 13Q: 3 clusters Score -1154678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1154683.625000 Penalty: 3213.093994
	Iteration 14Q: 3 clusters Score -1154684 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1154688.750000 Penalty: 3213.093994
	Iteration 15Q: 3 clusters Score -1154689 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1154697.875000 Penalty: 3213.093994
	Iteration 16Q: 3 clusters Score -1154698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1154700.250000 Penalty: 3213.093994
	Iteration 17Q: 3 clusters Score -1154700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1154701.875000 Penalty: 3213.093994
	Iteration 18Q: 3 clusters Score -1154702 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1154706.875000 Penalty: 3213.093994
	Iteration 19Q: 3 clusters Score -1154707 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1154708.625000 Penalty: 3213.093994
	Iteration 20F: 3 clusters Score -1154709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1154711.375000 Penalty: 3213.093994
	Iteration 21Q: 3 clusters Score -1154711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1154712.000000 Penalty: 3213.093994
	Iteration 22Q: 3 clusters Score -1154712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1154715.375000 Penalty: 3213.093994
	Iteration 23Q: 3 clusters Score -1154715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1154714.625000 Penalty: 3213.093994
	Iteration 24Q: 3 clusters Score -1154715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1154715.125000 Penalty: 3213.093994
	Iteration 25Q: 3 clusters Score -1154715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1154714.125000 Penalty: 3213.093994
	Iteration 26Q: 3 clusters Score -1154714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1154712.875000 Penalty: 3213.093994
	Iteration 27Q: 3 clusters Score -1154713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1154715.125000 Penalty: 3213.093994
	Iteration 28Q: 3 clusters Score -1154715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1154715.375000 Penalty: 3213.093994
	Iteration 29Q: 3 clusters Score -1154715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1154715.375000 Penalty: 3213.093994
	Iteration 30Q: 3 clusters Score -1154715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1154713.625000 Penalty: 3213.093994
	Iteration 31Q: 3 clusters Score -1154714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1154718.000000 Penalty: 3213.093994
	Iteration 32Q: 3 clusters Score -1154718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1154719.125000 Penalty: 3213.093994
	Iteration 33Q: 3 clusters Score -1154719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1154721.500000 Penalty: 3213.093994
	Iteration 34Q: 3 clusters Score -1154722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1154727.125000 Penalty: 3213.093994
	Iteration 35Q: 3 clusters Score -1154727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1154725.875000 Penalty: 3213.093994
	Iteration 36Q: 3 clusters Score -1154726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1154725.500000 Penalty: 3213.093994
	Iteration 37Q: 3 clusters Score -1154726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1154726.625000 Penalty: 3213.093994
	Iteration 38Q: 3 clusters Score -1154727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1154728.875000 Penalty: 3213.093994
	Iteration 39Q: 3 clusters Score -1154729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1154725.500000 Penalty: 3213.093994
	Iteration 40F: 3 clusters Score -1154726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1154726.000000 Penalty: 3213.093994
	Iteration 41Q: 3 clusters Score -1154726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1154726.000000 Penalty: 3213.093994
	Iteration 42F: 3 clusters Score -1154726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 11246 members 
Mstep: Class 3 contains 6082 members 
Mstep: Class 4 contains 5170 members 
Mstep: Class 5 contains 81930 members 
Mstep: Class 7 contains 98940 members 
Mstep: Class 8 contains 20525 members 
Mstep: Class 9 contains 243 members 
Mstep: Class 10 contains 40790 members 
Mstep: Class 11 contains 13401 members 
Mstep: Class 12 contains 8714 members 
Mstep: Class 13 contains 10879 members 
Mstep: Class 14 contains 3200 members 
Mstep: Class 15 contains 16417 members 
Mstep: Class 16 contains 12741 members 
Mstep: Class 17 contains 2807 members 
Mstep: Class 19 contains 2431 members 
Mstep: Class 20 contains 5233 members 
Mstep: Class 21 contains 12086 members 
Entering Unmasked Estep 
Score: -21328730.000000 Penalty: 39499.203125
Splitting cluster 16 changes total score from -21328642.000000 to -21328730.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 17 (2807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Entering Unmasked Estep 
Score: -153238.609375 Penalty: 1290.229126
	Iteration 0F: 2 clusters Score -153238.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -150691.937500 Penalty: 2580.458252
	Iteration 0F: 3 clusters Score -150691.9 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -151423.375000 Penalty: 2580.458252
	Iteration 1F: 3 clusters Score -151423.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -151793.046875 Penalty: 2580.458252
	Iteration 2F: 3 clusters Score -151793 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -152175.250000 Penalty: 2580.458252
	Iteration 3F: 3 clusters Score -152175.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -152450.515625 Penalty: 2580.458252
	Iteration 4F: 3 clusters Score -152450.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -152617.515625 Penalty: 2580.458252
	Iteration 5F: 3 clusters Score -152617.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -152740.562500 Penalty: 2580.458252
	Iteration 6Q: 3 clusters Score -152740.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -152807.703125 Penalty: 2580.458252
	Iteration 7Q: 3 clusters Score -152807.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -152851.718750 Penalty: 2580.458252
	Iteration 8Q: 3 clusters Score -152851.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -152886.625000 Penalty: 2580.458252
	Iteration 9Q: 3 clusters Score -152886.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -152909.125000 Penalty: 2580.458252
	Iteration 10Q: 3 clusters Score -152909.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -152926.953125 Penalty: 2580.458252
	Iteration 11Q: 3 clusters Score -152927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -152935.656250 Penalty: 2580.458252
	Iteration 12Q: 3 clusters Score -152935.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -152937.765625 Penalty: 2580.458252
	Iteration 13Q: 3 clusters Score -152937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -152940.437500 Penalty: 2580.458252
	Iteration 14Q: 3 clusters Score -152940.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -152942.328125 Penalty: 2580.458252
	Iteration 15Q: 3 clusters Score -152942.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -152942.421875 Penalty: 2580.458252
	Iteration 16Q: 3 clusters Score -152942.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -152942.921875 Penalty: 2580.458252
	Iteration 17Q: 3 clusters Score -152942.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -152943.406250 Penalty: 2580.458252
	Iteration 18Q: 3 clusters Score -152943.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -152943.406250 Penalty: 2580.458252
	Iteration 19F: 3 clusters Score -152943.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Entering Unmasked Estep 
Score: -141021.000000 Penalty: 1266.859497
	Iteration 0F: 2 clusters Score -141021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -138646.734375 Penalty: 2533.718994
	Iteration 0F: 3 clusters Score -138646.7 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -139201.578125 Penalty: 2533.718994
	Iteration 1F: 3 clusters Score -139201.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -139359.515625 Penalty: 2533.718994
	Iteration 2F: 3 clusters Score -139359.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -139452.046875 Penalty: 2533.718994
	Iteration 3F: 3 clusters Score -139452 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -139504.796875 Penalty: 2533.718994
	Iteration 4Q: 3 clusters Score -139504.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -139541.515625 Penalty: 2533.718994
	Iteration 5Q: 3 clusters Score -139541.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -139573.437500 Penalty: 2533.718994
	Iteration 6Q: 3 clusters Score -139573.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -139595.328125 Penalty: 2533.718994
	Iteration 7Q: 3 clusters Score -139595.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -139615.203125 Penalty: 2533.718994
	Iteration 8Q: 3 clusters Score -139615.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -139629.812500 Penalty: 2533.718994
	Iteration 9Q: 3 clusters Score -139629.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -139641.875000 Penalty: 2533.718994
	Iteration 10Q: 3 clusters Score -139641.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -139651.468750 Penalty: 2533.718994
	Iteration 11Q: 3 clusters Score -139651.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -139659.421875 Penalty: 2533.718994
	Iteration 12Q: 3 clusters Score -139659.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -139669.859375 Penalty: 2533.718994
	Iteration 13Q: 3 clusters Score -139669.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -139685.500000 Penalty: 2533.718994
	Iteration 14Q: 3 clusters Score -139685.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -139701.781250 Penalty: 2533.718994
	Iteration 15Q: 3 clusters Score -139701.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -139719.140625 Penalty: 2533.718994
	Iteration 16Q: 3 clusters Score -139719.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -139735.406250 Penalty: 2533.718994
	Iteration 17Q: 3 clusters Score -139735.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -139759.500000 Penalty: 2533.718994
	Iteration 18Q: 3 clusters Score -139759.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -139789.718750 Penalty: 2533.718994
	Iteration 19Q: 3 clusters Score -139789.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -139815.359375 Penalty: 2533.718994
	Iteration 20F: 3 clusters Score -139815.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -139838.906250 Penalty: 2533.718994
	Iteration 21Q: 3 clusters Score -139838.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -139854.500000 Penalty: 2533.718994
	Iteration 22Q: 3 clusters Score -139854.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -139863.734375 Penalty: 2533.718994
	Iteration 23Q: 3 clusters Score -139863.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -139869.000000 Penalty: 2533.718994
	Iteration 24Q: 3 clusters Score -139869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -139879.328125 Penalty: 2533.718994
	Iteration 25Q: 3 clusters Score -139879.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -139887.406250 Penalty: 2533.718994
	Iteration 26Q: 3 clusters Score -139887.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -139895.687500 Penalty: 2533.718994
	Iteration 27Q: 3 clusters Score -139895.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -139902.109375 Penalty: 2533.718994
	Iteration 28Q: 3 clusters Score -139902.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -139908.062500 Penalty: 2533.718994
	Iteration 29Q: 3 clusters Score -139908.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -139910.890625 Penalty: 2533.718994
	Iteration 30Q: 3 clusters Score -139910.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -139912.359375 Penalty: 2533.718994
	Iteration 31Q: 3 clusters Score -139912.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -139914.109375 Penalty: 2533.718994
	Iteration 32Q: 3 clusters Score -139914.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -139916.921875 Penalty: 2533.718994
	Iteration 33Q: 3 clusters Score -139916.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -139919.343750 Penalty: 2533.718994
	Iteration 34Q: 3 clusters Score -139919.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -139923.703125 Penalty: 2533.718994
	Iteration 35Q: 3 clusters Score -139923.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -139928.250000 Penalty: 2533.718994
	Iteration 36Q: 3 clusters Score -139928.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -139932.781250 Penalty: 2533.718994
	Iteration 37Q: 3 clusters Score -139932.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -139936.031250 Penalty: 2533.718994
	Iteration 38Q: 3 clusters Score -139936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -139938.843750 Penalty: 2533.718994
	Iteration 39Q: 3 clusters Score -139938.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -139940.578125 Penalty: 2533.718994
	Iteration 40F: 3 clusters Score -139940.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -139941.312500 Penalty: 2533.718994
	Iteration 41Q: 3 clusters Score -139941.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -139942.828125 Penalty: 2533.718994
	Iteration 42Q: 3 clusters Score -139942.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -139944.046875 Penalty: 2533.718994
	Iteration 43Q: 3 clusters Score -139944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -139944.843750 Penalty: 2533.718994
	Iteration 44Q: 3 clusters Score -139944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -139946.484375 Penalty: 2533.718994
	Iteration 45Q: 3 clusters Score -139946.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -139947.046875 Penalty: 2533.718994
	Iteration 46Q: 3 clusters Score -139947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -139948.312500 Penalty: 2533.718994
	Iteration 47Q: 3 clusters Score -139948.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -139948.781250 Penalty: 2533.718994
	Iteration 48Q: 3 clusters Score -139948.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -139948.781250 Penalty: 2533.718994
	Iteration 49F: 3 clusters Score -139948.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Entering Unmasked Estep 
Score: -308614.343750 Penalty: 1391.445312
	Iteration 0F: 2 clusters Score -308614.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -304541.375000 Penalty: 2782.890625
	Iteration 0F: 3 clusters Score -304541.4 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -305855.156250 Penalty: 2782.890625
	Iteration 1F: 3 clusters Score -305855.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -306120.468750 Penalty: 2782.890625
	Iteration 2F: 3 clusters Score -306120.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -306296.843750 Penalty: 2782.890625
	Iteration 3F: 3 clusters Score -306296.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -306464.843750 Penalty: 2782.890625
	Iteration 4F: 3 clusters Score -306464.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -306593.875000 Penalty: 2782.890625
	Iteration 5Q: 3 clusters Score -306593.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -306703.718750 Penalty: 2782.890625
	Iteration 6Q: 3 clusters Score -306703.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -306798.500000 Penalty: 2782.890625
	Iteration 7Q: 3 clusters Score -306798.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -306883.812500 Penalty: 2782.890625
	Iteration 8Q: 3 clusters Score -306883.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -306965.406250 Penalty: 2782.890625
	Iteration 9Q: 3 clusters Score -306965.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -307033.031250 Penalty: 2782.890625
	Iteration 10Q: 3 clusters Score -307033 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -307088.562500 Penalty: 2782.890625
	Iteration 11Q: 3 clusters Score -307088.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -307141.781250 Penalty: 2782.890625
	Iteration 12Q: 3 clusters Score -307141.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -307203.593750 Penalty: 2782.890625
	Iteration 13Q: 3 clusters Score -307203.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -307269.500000 Penalty: 2782.890625
	Iteration 14Q: 3 clusters Score -307269.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -307360.218750 Penalty: 2782.890625
	Iteration 15Q: 3 clusters Score -307360.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -307438.812500 Penalty: 2782.890625
	Iteration 16Q: 3 clusters Score -307438.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -307507.031250 Penalty: 2782.890625
	Iteration 17Q: 3 clusters Score -307507 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -307582.250000 Penalty: 2782.890625
	Iteration 18Q: 3 clusters Score -307582.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -307682.312500 Penalty: 2782.890625
	Iteration 19Q: 3 clusters Score -307682.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -307732.843750 Penalty: 2782.890625
	Iteration 20F: 3 clusters Score -307732.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -307770.531250 Penalty: 2782.890625
	Iteration 21Q: 3 clusters Score -307770.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -307801.562500 Penalty: 2782.890625
	Iteration 22Q: 3 clusters Score -307801.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -307817.312500 Penalty: 2782.890625
	Iteration 23Q: 3 clusters Score -307817.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -307827.500000 Penalty: 2782.890625
	Iteration 24Q: 3 clusters Score -307827.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -307831.281250 Penalty: 2782.890625
	Iteration 25Q: 3 clusters Score -307831.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -307836.656250 Penalty: 2782.890625
	Iteration 26Q: 3 clusters Score -307836.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -307841.187500 Penalty: 2782.890625
	Iteration 27Q: 3 clusters Score -307841.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -307846.437500 Penalty: 2782.890625
	Iteration 28Q: 3 clusters Score -307846.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -307849.437500 Penalty: 2782.890625
	Iteration 29Q: 3 clusters Score -307849.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -307852.375000 Penalty: 2782.890625
	Iteration 30Q: 3 clusters Score -307852.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -307853.968750 Penalty: 2782.890625
	Iteration 31Q: 3 clusters Score -307854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -307856.031250 Penalty: 2782.890625
	Iteration 32Q: 3 clusters Score -307856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -307857.093750 Penalty: 2782.890625
	Iteration 33Q: 3 clusters Score -307857.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -307859.031250 Penalty: 2782.890625
	Iteration 34Q: 3 clusters Score -307859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -307858.531250 Penalty: 2782.890625
	Iteration 35Q: 3 clusters Score -307858.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -307858.562500 Penalty: 2782.890625
	Iteration 36Q: 3 clusters Score -307858.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -307858.562500 Penalty: 2782.890625
	Iteration 37F: 3 clusters Score -307858.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Entering Unmasked Estep 
Score: -727618.875000 Penalty: 1527.468018
	Iteration 0F: 2 clusters Score -727618.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -719211.062500 Penalty: 3054.936035
	Iteration 0F: 3 clusters Score -719211.1 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -722549.312500 Penalty: 3054.936035
	Iteration 1F: 3 clusters Score -722549.3 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -723264.062500 Penalty: 3054.936035
	Iteration 2F: 3 clusters Score -723264.1 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -723875.250000 Penalty: 3054.936035
	Iteration 3F: 3 clusters Score -723875.2 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -724293.687500 Penalty: 3054.936035
	Iteration 4F: 3 clusters Score -724293.7 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -724644.687500 Penalty: 3054.936035
	Iteration 5Q: 3 clusters Score -724644.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -724972.000000 Penalty: 3054.936035
	Iteration 6Q: 3 clusters Score -724972 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -725283.687500 Penalty: 3054.936035
	Iteration 7Q: 3 clusters Score -725283.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -725517.687500 Penalty: 3054.936035
	Iteration 8Q: 3 clusters Score -725517.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -725676.312500 Penalty: 3054.936035
	Iteration 9Q: 3 clusters Score -725676.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -725825.000000 Penalty: 3054.936035
	Iteration 10Q: 3 clusters Score -725825 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -725970.625000 Penalty: 3054.936035
	Iteration 11Q: 3 clusters Score -725970.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -726080.562500 Penalty: 3054.936035
	Iteration 12Q: 3 clusters Score -726080.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -726188.937500 Penalty: 3054.936035
	Iteration 13Q: 3 clusters Score -726188.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -726278.000000 Penalty: 3054.936035
	Iteration 14Q: 3 clusters Score -726278 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -726350.687500 Penalty: 3054.936035
	Iteration 15Q: 3 clusters Score -726350.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -726407.437500 Penalty: 3054.936035
	Iteration 16Q: 3 clusters Score -726407.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -726460.812500 Penalty: 3054.936035
	Iteration 17Q: 3 clusters Score -726460.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -726502.375000 Penalty: 3054.936035
	Iteration 18Q: 3 clusters Score -726502.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -726534.437500 Penalty: 3054.936035
	Iteration 19Q: 3 clusters Score -726534.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -726563.312500 Penalty: 3054.936035
	Iteration 20F: 3 clusters Score -726563.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -726581.562500 Penalty: 3054.936035
	Iteration 21Q: 3 clusters Score -726581.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -726593.000000 Penalty: 3054.936035
	Iteration 22Q: 3 clusters Score -726593 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -726608.125000 Penalty: 3054.936035
	Iteration 23Q: 3 clusters Score -726608.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -726617.750000 Penalty: 3054.936035
	Iteration 24Q: 3 clusters Score -726617.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -726627.937500 Penalty: 3054.936035
	Iteration 25Q: 3 clusters Score -726627.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -726638.500000 Penalty: 3054.936035
	Iteration 26Q: 3 clusters Score -726638.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -726647.125000 Penalty: 3054.936035
	Iteration 27Q: 3 clusters Score -726647.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -726655.250000 Penalty: 3054.936035
	Iteration 28Q: 3 clusters Score -726655.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -726660.062500 Penalty: 3054.936035
	Iteration 29Q: 3 clusters Score -726660.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -726670.187500 Penalty: 3054.936035
	Iteration 30Q: 3 clusters Score -726670.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -726673.937500 Penalty: 3054.936035
	Iteration 31Q: 3 clusters Score -726673.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -726680.125000 Penalty: 3054.936035
	Iteration 32Q: 3 clusters Score -726680.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -726688.875000 Penalty: 3054.936035
	Iteration 33Q: 3 clusters Score -726688.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -726696.937500 Penalty: 3054.936035
	Iteration 34Q: 3 clusters Score -726696.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -726706.937500 Penalty: 3054.936035
	Iteration 35Q: 3 clusters Score -726706.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -726709.562500 Penalty: 3054.936035
	Iteration 36Q: 3 clusters Score -726709.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -726715.250000 Penalty: 3054.936035
	Iteration 37Q: 3 clusters Score -726715.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -726720.187500 Penalty: 3054.936035
	Iteration 38Q: 3 clusters Score -726720.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -726725.500000 Penalty: 3054.936035
	Iteration 39Q: 3 clusters Score -726725.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -726732.937500 Penalty: 3054.936035
	Iteration 40F: 3 clusters Score -726732.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -726740.562500 Penalty: 3054.936035
	Iteration 41Q: 3 clusters Score -726740.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -726748.750000 Penalty: 3054.936035
	Iteration 42Q: 3 clusters Score -726748.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -726757.312500 Penalty: 3054.936035
	Iteration 43Q: 3 clusters Score -726757.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -726764.375000 Penalty: 3054.936035
	Iteration 44Q: 3 clusters Score -726764.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -726777.187500 Penalty: 3054.936035
	Iteration 45Q: 3 clusters Score -726777.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -726786.250000 Penalty: 3054.936035
	Iteration 46Q: 3 clusters Score -726786.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -726800.125000 Penalty: 3054.936035
	Iteration 47Q: 3 clusters Score -726800.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -726812.187500 Penalty: 3054.936035
	Iteration 48Q: 3 clusters Score -726812.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -726821.812500 Penalty: 3054.936035
	Iteration 49Q: 3 clusters Score -726821.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -726839.125000 Penalty: 3054.936035
	Iteration 50Q: 3 clusters Score -726839.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -726847.312500 Penalty: 3054.936035
	Iteration 51Q: 3 clusters Score -726847.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -726856.625000 Penalty: 3054.936035
	Iteration 52Q: 3 clusters Score -726856.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -726867.000000 Penalty: 3054.936035
	Iteration 53Q: 3 clusters Score -726867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -726878.937500 Penalty: 3054.936035
	Iteration 54Q: 3 clusters Score -726878.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -726893.875000 Penalty: 3054.936035
	Iteration 55Q: 3 clusters Score -726893.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -726915.250000 Penalty: 3054.936035
	Iteration 56Q: 3 clusters Score -726915.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -726938.187500 Penalty: 3054.936035
	Iteration 57Q: 3 clusters Score -726938.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -726959.375000 Penalty: 3054.936035
	Iteration 58Q: 3 clusters Score -726959.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -726981.562500 Penalty: 3054.936035
	Iteration 59Q: 3 clusters Score -726981.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -727001.312500 Penalty: 3054.936035
	Iteration 60F: 3 clusters Score -727001.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -727005.125000 Penalty: 3054.936035
	Iteration 61Q: 3 clusters Score -727005.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -727010.875000 Penalty: 3054.936035
	Iteration 62Q: 3 clusters Score -727010.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -727013.812500 Penalty: 3054.936035
	Iteration 63Q: 3 clusters Score -727013.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -727015.187500 Penalty: 3054.936035
	Iteration 64Q: 3 clusters Score -727015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -727016.437500 Penalty: 3054.936035
	Iteration 65Q: 3 clusters Score -727016.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -727017.000000 Penalty: 3054.936035
	Iteration 66Q: 3 clusters Score -727017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -727016.187500 Penalty: 3054.936035
	Iteration 67Q: 3 clusters Score -727016.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -727016.187500 Penalty: 3054.936035
	Iteration 68F: 3 clusters Score -727016.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 11246 members 
Mstep: Class 3 contains 6082 members 
Mstep: Class 4 contains 5170 members 
Mstep: Class 5 contains 81930 members 
Mstep: Class 7 contains 98940 members 
Mstep: Class 8 contains 20525 members 
Mstep: Class 9 contains 243 members 
Mstep: Class 10 contains 40790 members 
Mstep: Class 11 contains 13401 members 
Mstep: Class 12 contains 8714 members 
Mstep: Class 13 contains 10879 members 
Mstep: Class 14 contains 3200 members 
Mstep: Class 15 contains 16417 members 
Mstep: Class 16 contains 12741 members 
Mstep: Class 17 contains 2807 members 
Mstep: Class 19 contains 2431 members 
Mstep: Class 20 contains 5233 members 
Mstep: Class 21 contains 12086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21329530.000000 Penalty: 39499.203125
Iteration 39Q: 20 clusters Score -2.132953e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 11288 members 
Mstep: Class 3 contains 6126 members 
Mstep: Class 4 contains 5296 members 
Mstep: Class 5 contains 81968 members 
Mstep: Class 7 contains 98822 members 
Mstep: Class 8 contains 20652 members 
Mstep: Class 9 contains 243 members 
Mstep: Class 10 contains 40863 members 
Mstep: Class 11 contains 13397 members 
Mstep: Class 12 contains 8762 members 
Mstep: Class 13 contains 10872 members 
Mstep: Class 14 contains 3219 members 
Mstep: Class 15 contains 16390 members 
Mstep: Class 16 contains 12724 members 
Mstep: Class 17 contains 2803 members 
Mstep: Class 19 contains 2463 members 
Mstep: Class 20 contains 5209 members 
Mstep: Class 21 contains 12004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21331154.000000 Penalty: 39499.203125
Iteration 40F: 20 clusters Score -2.133115e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 11332 members 
Mstep: Class 3 contains 6157 members 
Mstep: Class 4 contains 5070 members 
Mstep: Class 5 contains 82006 members 
Mstep: Class 7 contains 98676 members 
Mstep: Class 8 contains 20721 members 
Mstep: Class 9 contains 265 members 
Mstep: Class 10 contains 40924 members 
Mstep: Class 11 contains 13370 members 
Mstep: Class 12 contains 8803 members 
Mstep: Class 13 contains 10865 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 16375 members 
Mstep: Class 16 contains 12677 members 
Mstep: Class 17 contains 2823 members 
Mstep: Class 19 contains 2458 members 
Mstep: Class 20 contains 5187 members 
Mstep: Class 21 contains 11949 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 20 clusters Score -2.133213e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 11389 members 
Mstep: Class 3 contains 6211 members 
Mstep: Class 4 contains 4940 members 
Mstep: Class 5 contains 82034 members 
Mstep: Class 7 contains 98535 members 
Mstep: Class 8 contains 20760 members 
Mstep: Class 9 contains 226 members 
Mstep: Class 10 contains 40988 members 
Mstep: Class 11 contains 13343 members 
Mstep: Class 12 contains 8852 members 
Mstep: Class 13 contains 10867 members 
Mstep: Class 14 contains 3489 members 
Mstep: Class 15 contains 16340 members 
Mstep: Class 16 contains 12656 members 
Mstep: Class 17 contains 2825 members 
Mstep: Class 19 contains 2440 members 
Mstep: Class 20 contains 5161 members 
Mstep: Class 21 contains 11901 members 
Entering Unmasked Estep 
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Iteration 42Q: 20 clusters Score -2.133278e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 11440 members 
Mstep: Class 3 contains 6272 members 
Mstep: Class 4 contains 4855 members 
Mstep: Class 5 contains 82061 members 
Mstep: Class 7 contains 98415 members 
Mstep: Class 8 contains 20803 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 41036 members 
Mstep: Class 11 contains 13317 members 
Mstep: Class 12 contains 8882 members 
Mstep: Class 13 contains 10863 members 
Mstep: Class 14 contains 3652 members 
Mstep: Class 15 contains 16309 members 
Mstep: Class 16 contains 12623 members 
Mstep: Class 17 contains 2826 members 
Mstep: Class 19 contains 2420 members 
Mstep: Class 20 contains 5134 members 
Mstep: Class 21 contains 11853 members 
Entering Unmasked Estep 
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Iteration 43Q: 20 clusters Score -2.13331e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 11468 members 
Mstep: Class 3 contains 6326 members 
Mstep: Class 4 contains 4756 members 
Mstep: Class 5 contains 82098 members 
Mstep: Class 7 contains 98306 members 
Mstep: Class 8 contains 20852 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 41079 members 
Mstep: Class 11 contains 13305 members 
Mstep: Class 12 contains 8909 members 
Mstep: Class 13 contains 10850 members 
Mstep: Class 14 contains 3830 members 
Mstep: Class 15 contains 16279 members 
Mstep: Class 16 contains 12604 members 
Mstep: Class 17 contains 2821 members 
Mstep: Class 19 contains 2409 members 
Mstep: Class 20 contains 5111 members 
Mstep: Class 21 contains 11813 members 
Entering Unmasked Estep 
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Iteration 44Q: 20 clusters Score -2.133346e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 11506 members 
Mstep: Class 3 contains 6387 members 
Mstep: Class 4 contains 4697 members 
Mstep: Class 5 contains 82116 members 
Mstep: Class 7 contains 98180 members 
Mstep: Class 8 contains 20913 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 41116 members 
Mstep: Class 11 contains 13300 members 
Mstep: Class 12 contains 8936 members 
Mstep: Class 13 contains 10851 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 16264 members 
Mstep: Class 16 contains 12574 members 
Mstep: Class 17 contains 2817 members 
Mstep: Class 19 contains 2402 members 
Mstep: Class 20 contains 5088 members 
Mstep: Class 21 contains 11763 members 
Entering Unmasked Estep 
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Iteration 45Q: 20 clusters Score -2.133376e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 11535 members 
Mstep: Class 3 contains 6441 members 
Mstep: Class 4 contains 4664 members 
Mstep: Class 5 contains 82150 members 
Mstep: Class 7 contains 98065 members 
Mstep: Class 8 contains 20977 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 41161 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 8958 members 
Mstep: Class 13 contains 10846 members 
Mstep: Class 14 contains 4072 members 
Mstep: Class 15 contains 16225 members 
Mstep: Class 16 contains 12552 members 
Mstep: Class 17 contains 2813 members 
Mstep: Class 19 contains 2394 members 
Mstep: Class 20 contains 5058 members 
Mstep: Class 21 contains 11729 members 
Entering Unmasked Estep 
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Iteration 46Q: 20 clusters Score -2.133386e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 11560 members 
Mstep: Class 3 contains 6480 members 
Mstep: Class 4 contains 4642 members 
Mstep: Class 5 contains 82216 members 
Mstep: Class 7 contains 97932 members 
Mstep: Class 8 contains 21048 members 
Mstep: Class 9 contains 168 members 
Mstep: Class 10 contains 41197 members 
Mstep: Class 11 contains 13296 members 
Mstep: Class 12 contains 8970 members 
Mstep: Class 13 contains 10844 members 
Mstep: Class 14 contains 4148 members 
Mstep: Class 15 contains 16194 members 
Mstep: Class 16 contains 12534 members 
Mstep: Class 17 contains 2807 members 
Mstep: Class 19 contains 2385 members 
Mstep: Class 20 contains 5035 members 
Mstep: Class 21 contains 11697 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 20 clusters Score -2.133399e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 11582 members 
Mstep: Class 3 contains 6528 members 
Mstep: Class 4 contains 4633 members 
Mstep: Class 5 contains 82260 members 
Mstep: Class 7 contains 97818 members 
Mstep: Class 8 contains 21104 members 
Mstep: Class 9 contains 165 members 
Mstep: Class 10 contains 41239 members 
Mstep: Class 11 contains 13303 members 
Mstep: Class 12 contains 8981 members 
Mstep: Class 13 contains 10840 members 
Mstep: Class 14 contains 4196 members 
Mstep: Class 15 contains 16162 members 
Mstep: Class 16 contains 12515 members 
Mstep: Class 17 contains 2801 members 
Mstep: Class 19 contains 2380 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 11669 members 
Entering Unmasked Estep 
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Iteration 48Q: 20 clusters Score -2.133401e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 11603 members 
Mstep: Class 3 contains 6573 members 
Mstep: Class 4 contains 4620 members 
Mstep: Class 5 contains 82306 members 
Mstep: Class 7 contains 97710 members 
Mstep: Class 8 contains 21163 members 
Mstep: Class 9 contains 165 members 
Mstep: Class 10 contains 41285 members 
Mstep: Class 11 contains 13304 members 
Mstep: Class 12 contains 8990 members 
Mstep: Class 13 contains 10826 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 16125 members 
Mstep: Class 16 contains 12511 members 
Mstep: Class 17 contains 2799 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 4991 members 
Mstep: Class 21 contains 11643 members 
Entering Unmasked Estep 
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Iteration 49Q: 20 clusters Score -2.133407e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 11612 members 
Mstep: Class 3 contains 6617 members 
Mstep: Class 4 contains 4612 members 
Mstep: Class 5 contains 82348 members 
Mstep: Class 7 contains 97597 members 
Mstep: Class 8 contains 21194 members 
Mstep: Class 9 contains 165 members 
Mstep: Class 10 contains 41338 members 
Mstep: Class 11 contains 13297 members 
Mstep: Class 12 contains 8997 members 
Mstep: Class 13 contains 10823 members 
Mstep: Class 14 contains 4283 members 
Mstep: Class 15 contains 16104 members 
Mstep: Class 16 contains 12506 members 
Mstep: Class 17 contains 2799 members 
Mstep: Class 19 contains 2374 members 
Mstep: Class 20 contains 4972 members 
Mstep: Class 21 contains 11617 members 
Entering Unmasked Estep 
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Iteration 50Q: 20 clusters Score -2.133406e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 11617 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 4602 members 
Mstep: Class 5 contains 82400 members 
Mstep: Class 7 contains 97503 members 
Mstep: Class 8 contains 21226 members 
Mstep: Class 9 contains 165 members 
Mstep: Class 10 contains 41380 members 
Mstep: Class 11 contains 13297 members 
Mstep: Class 12 contains 9003 members 
Mstep: Class 13 contains 10814 members 
Mstep: Class 14 contains 4319 members 
Mstep: Class 15 contains 16080 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 2799 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 4957 members 
Mstep: Class 21 contains 11604 members 
Entering Unmasked Estep 
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Iteration 51Q: 20 clusters Score -2.133413e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 11620 members 
Mstep: Class 3 contains 6672 members 
Mstep: Class 4 contains 4604 members 
Mstep: Class 5 contains 82446 members 
Mstep: Class 7 contains 97411 members 
Mstep: Class 8 contains 21252 members 
Mstep: Class 9 contains 165 members 
Mstep: Class 10 contains 41426 members 
Mstep: Class 11 contains 13298 members 
Mstep: Class 12 contains 9006 members 
Mstep: Class 13 contains 10807 members 
Mstep: Class 14 contains 4350 members 
Mstep: Class 15 contains 16053 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 2795 members 
Mstep: Class 19 contains 2377 members 
Mstep: Class 20 contains 4943 members 
Mstep: Class 21 contains 11593 members 
Entering Unmasked Estep 
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Iteration 52Q: 20 clusters Score -2.13341e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 11625 members 
Mstep: Class 3 contains 6697 members 
Mstep: Class 4 contains 4601 members 
Mstep: Class 5 contains 82501 members 
Mstep: Class 7 contains 97341 members 
Mstep: Class 8 contains 21269 members 
Mstep: Class 9 contains 165 members 
Mstep: Class 10 contains 41457 members 
Mstep: Class 11 contains 13302 members 
Mstep: Class 12 contains 9007 members 
Mstep: Class 13 contains 10803 members 
Mstep: Class 14 contains 4381 members 
Mstep: Class 15 contains 16020 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 2791 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 4929 members 
Mstep: Class 21 contains 11575 members 
Entering Unmasked Estep 
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Iteration 53Q: 20 clusters Score -2.133413e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 11634 members 
Mstep: Class 3 contains 6718 members 
Mstep: Class 4 contains 4606 members 
Mstep: Class 5 contains 82547 members 
Mstep: Class 7 contains 97256 members 
Mstep: Class 8 contains 21299 members 
Mstep: Class 9 contains 164 members 
Mstep: Class 10 contains 41485 members 
Mstep: Class 11 contains 13299 members 
Mstep: Class 12 contains 9013 members 
Mstep: Class 13 contains 10806 members 
Mstep: Class 14 contains 4402 members 
Mstep: Class 15 contains 15995 members 
Mstep: Class 16 contains 12491 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 19 contains 2377 members 
Mstep: Class 20 contains 4917 members 
Mstep: Class 21 contains 11563 members 
Entering Unmasked Estep 
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Iteration 54Q: 20 clusters Score -2.133415e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 11636 members 
Mstep: Class 3 contains 6723 members 
Mstep: Class 4 contains 4613 members 
Mstep: Class 5 contains 82603 members 
Mstep: Class 7 contains 97180 members 
Mstep: Class 8 contains 21332 members 
Mstep: Class 9 contains 164 members 
Mstep: Class 10 contains 41522 members 
Mstep: Class 11 contains 13307 members 
Mstep: Class 12 contains 9015 members 
Mstep: Class 13 contains 10794 members 
Mstep: Class 14 contains 4416 members 
Mstep: Class 15 contains 15975 members 
Mstep: Class 16 contains 12484 members 
Mstep: Class 17 contains 2775 members 
Mstep: Class 19 contains 2379 members 
Mstep: Class 20 contains 4905 members 
Mstep: Class 21 contains 11549 members 
Entering Unmasked Estep 
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Iteration 55Q: 20 clusters Score -2.133421e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 11639 members 
Mstep: Class 3 contains 6733 members 
Mstep: Class 4 contains 4616 members 
Mstep: Class 5 contains 82638 members 
Mstep: Class 7 contains 97101 members 
Mstep: Class 8 contains 21370 members 
Mstep: Class 9 contains 164 members 
Mstep: Class 10 contains 41557 members 
Mstep: Class 11 contains 13316 members 
Mstep: Class 12 contains 9021 members 
Mstep: Class 13 contains 10790 members 
Mstep: Class 14 contains 4429 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 16 contains 12479 members 
Mstep: Class 17 contains 2770 members 
Mstep: Class 19 contains 2378 members 
Mstep: Class 20 contains 4898 members 
Mstep: Class 21 contains 11536 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 20 clusters Score -2.133421e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 11649 members 
Mstep: Class 3 contains 6738 members 
Mstep: Class 4 contains 4620 members 
Mstep: Class 5 contains 82669 members 
Mstep: Class 7 contains 97031 members 
Mstep: Class 8 contains 21400 members 
Mstep: Class 9 contains 164 members 
Mstep: Class 10 contains 41605 members 
Mstep: Class 11 contains 13314 members 
Mstep: Class 12 contains 9026 members 
Mstep: Class 13 contains 10782 members 
Mstep: Class 14 contains 4445 members 
Mstep: Class 15 contains 15930 members 
Mstep: Class 16 contains 12472 members 
Mstep: Class 17 contains 2766 members 
Mstep: Class 19 contains 2381 members 
Mstep: Class 20 contains 4894 members 
Mstep: Class 21 contains 11522 members 
Entering Unmasked Estep 
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Iteration 57Q: 20 clusters Score -2.133419e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 11649 members 
Mstep: Class 3 contains 6752 members 
Mstep: Class 4 contains 4621 members 
Mstep: Class 5 contains 82700 members 
Mstep: Class 7 contains 96961 members 
Mstep: Class 8 contains 21421 members 
Mstep: Class 9 contains 164 members 
Mstep: Class 10 contains 41643 members 
Mstep: Class 11 contains 13312 members 
Mstep: Class 12 contains 9031 members 
Mstep: Class 13 contains 10785 members 
Mstep: Class 14 contains 4459 members 
Mstep: Class 15 contains 15911 members 
Mstep: Class 16 contains 12465 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 19 contains 2379 members 
Mstep: Class 20 contains 4893 members 
Mstep: Class 21 contains 11513 members 
Entering Unmasked Estep 
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Iteration 58Q: 20 clusters Score -2.133414e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 11651 members 
Mstep: Class 3 contains 6762 members 
Mstep: Class 4 contains 4616 members 
Mstep: Class 5 contains 82732 members 
Mstep: Class 7 contains 96895 members 
Mstep: Class 8 contains 21445 members 
Mstep: Class 9 contains 164 members 
Mstep: Class 10 contains 41676 members 
Mstep: Class 11 contains 13312 members 
Mstep: Class 12 contains 9037 members 
Mstep: Class 13 contains 10780 members 
Mstep: Class 14 contains 4473 members 
Mstep: Class 15 contains 15894 members 
Mstep: Class 16 contains 12458 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 19 contains 2377 members 
Mstep: Class 20 contains 4895 members 
Mstep: Class 21 contains 11504 members 
Entering Unmasked Estep 
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Iteration 59Q: 20 clusters Score -2.133417e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 11654 members 
Mstep: Class 3 contains 6764 members 
Mstep: Class 4 contains 4611 members 
Mstep: Class 5 contains 82749 members 
Mstep: Class 7 contains 96849 members 
Mstep: Class 8 contains 21465 members 
Mstep: Class 9 contains 164 members 
Mstep: Class 10 contains 41720 members 
Mstep: Class 11 contains 13312 members 
Mstep: Class 12 contains 9039 members 
Mstep: Class 13 contains 10775 members 
Mstep: Class 14 contains 4490 members 
Mstep: Class 15 contains 15875 members 
Mstep: Class 16 contains 12451 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 4898 members 
Mstep: Class 21 contains 11494 members 
Entering Unmasked Estep 
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Iteration 60F: 20 clusters Score -2.13342e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 11657 members 
Mstep: Class 3 contains 6761 members 
Mstep: Class 4 contains 4593 members 
Mstep: Class 5 contains 82772 members 
Mstep: Class 7 contains 96794 members 
Mstep: Class 8 contains 21495 members 
Mstep: Class 9 contains 166 members 
Mstep: Class 10 contains 41760 members 
Mstep: Class 11 contains 13308 members 
Mstep: Class 12 contains 9040 members 
Mstep: Class 13 contains 10774 members 
Mstep: Class 14 contains 4518 members 
Mstep: Class 15 contains 15849 members 
Mstep: Class 16 contains 12444 members 
Mstep: Class 17 contains 2754 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 4910 members 
Mstep: Class 21 contains 11483 members 
Entering Unmasked Estep 
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Iteration 61Q: 20 clusters Score -2.13342e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 11664 members 
Mstep: Class 3 contains 6759 members 
Mstep: Class 4 contains 4580 members 
Mstep: Class 5 contains 82782 members 
Mstep: Class 7 contains 96760 members 
Mstep: Class 8 contains 21531 members 
Mstep: Class 9 contains 165 members 
Mstep: Class 10 contains 41793 members 
Mstep: Class 11 contains 13307 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 10773 members 
Mstep: Class 14 contains 4538 members 
Mstep: Class 15 contains 15827 members 
Mstep: Class 16 contains 12428 members 
Mstep: Class 17 contains 2754 members 
Mstep: Class 19 contains 2369 members 
Mstep: Class 20 contains 4917 members 
Mstep: Class 21 contains 11467 members 
Entering Unmasked Estep 
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Iteration 62Q: 20 clusters Score -2.133426e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 6758 members 
Mstep: Class 4 contains 4572 members 
Mstep: Class 5 contains 82809 members 
Mstep: Class 7 contains 96713 members 
Mstep: Class 8 contains 21566 members 
Mstep: Class 9 contains 163 members 
Mstep: Class 10 contains 41814 members 
Mstep: Class 11 contains 13305 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 10772 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 15811 members 
Mstep: Class 16 contains 12413 members 
Mstep: Class 17 contains 2754 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 4918 members 
Mstep: Class 21 contains 11460 members 
Entering Unmasked Estep 
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Iteration 63Q: 20 clusters Score -2.133429e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 11672 members 
Mstep: Class 3 contains 6753 members 
Mstep: Class 4 contains 4569 members 
Mstep: Class 5 contains 82838 members 
Mstep: Class 7 contains 96672 members 
Mstep: Class 8 contains 21585 members 
Mstep: Class 9 contains 163 members 
Mstep: Class 10 contains 41836 members 
Mstep: Class 11 contains 13302 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 10771 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 15 contains 15800 members 
Mstep: Class 16 contains 12408 members 
Mstep: Class 17 contains 2752 members 
Mstep: Class 19 contains 2370 members 
Mstep: Class 20 contains 4923 members 
Mstep: Class 21 contains 11450 members 
Entering Unmasked Estep 
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Iteration 64Q: 20 clusters Score -2.133431e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 11673 members 
Mstep: Class 3 contains 6748 members 
Mstep: Class 4 contains 4569 members 
Mstep: Class 5 contains 82855 members 
Mstep: Class 7 contains 96637 members 
Mstep: Class 8 contains 21599 members 
Mstep: Class 9 contains 163 members 
Mstep: Class 10 contains 41861 members 
Mstep: Class 11 contains 13301 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 13 contains 10773 members 
Mstep: Class 14 contains 4566 members 
Mstep: Class 15 contains 15787 members 
Mstep: Class 16 contains 12401 members 
Mstep: Class 17 contains 2751 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 4928 members 
Mstep: Class 21 contains 11447 members 
Entering Unmasked Estep 
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Iteration 65Q: 20 clusters Score -2.133425e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 11674 members 
Mstep: Class 3 contains 6748 members 
Mstep: Class 4 contains 4568 members 
Mstep: Class 5 contains 82857 members 
Mstep: Class 7 contains 96625 members 
Mstep: Class 8 contains 21620 members 
Mstep: Class 9 contains 163 members 
Mstep: Class 10 contains 41884 members 
Mstep: Class 11 contains 13301 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 10773 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 15763 members 
Mstep: Class 16 contains 12397 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 4930 members 
Mstep: Class 21 contains 11440 members 
Entering Unmasked Estep 
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Iteration 66Q: 20 clusters Score -2.133429e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 11675 members 
Mstep: Class 3 contains 6751 members 
Mstep: Class 4 contains 4570 members 
Mstep: Class 5 contains 82866 members 
Mstep: Class 7 contains 96614 members 
Mstep: Class 8 contains 21640 members 
Mstep: Class 9 contains 163 members 
Mstep: Class 10 contains 41905 members 
Mstep: Class 11 contains 13301 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 10774 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 15738 members 
Mstep: Class 16 contains 12387 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 4931 members 
Mstep: Class 21 contains 11431 members 
Entering Unmasked Estep 
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Iteration 67Q: 20 clusters Score -2.133434e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 11677 members 
Mstep: Class 3 contains 6751 members 
Mstep: Class 4 contains 4572 members 
Mstep: Class 5 contains 82880 members 
Mstep: Class 7 contains 96598 members 
Mstep: Class 8 contains 21657 members 
Mstep: Class 9 contains 163 members 
Mstep: Class 10 contains 41917 members 
Mstep: Class 11 contains 13298 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 10771 members 
Mstep: Class 14 contains 4574 members 
Mstep: Class 15 contains 15723 members 
Mstep: Class 16 contains 12382 members 
Mstep: Class 17 contains 2747 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 4936 members 
Mstep: Class 21 contains 11424 members 
Entering Unmasked Estep 
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Iteration 68Q: 20 clusters Score -2.133433e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 11679 members 
Mstep: Class 3 contains 6748 members 
Mstep: Class 4 contains 4576 members 
Mstep: Class 5 contains 82896 members 
Mstep: Class 7 contains 96571 members 
Mstep: Class 8 contains 21681 members 
Mstep: Class 9 contains 163 members 
Mstep: Class 10 contains 41930 members 
Mstep: Class 11 contains 13297 members 
Mstep: Class 12 contains 9049 members 
Mstep: Class 13 contains 10766 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 15710 members 
Mstep: Class 16 contains 12375 members 
Mstep: Class 17 contains 2746 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 4942 members 
Mstep: Class 21 contains 11418 members 
Entering Unmasked Estep 
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Iteration 69Q: 20 clusters Score -2.133437e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 11681 members 
Mstep: Class 3 contains 6743 members 
Mstep: Class 4 contains 4575 members 
Mstep: Class 5 contains 82909 members 
Mstep: Class 7 contains 96546 members 
Mstep: Class 8 contains 21710 members 
Mstep: Class 9 contains 163 members 
Mstep: Class 10 contains 41948 members 
Mstep: Class 11 contains 13298 members 
Mstep: Class 12 contains 9048 members 
Mstep: Class 13 contains 10766 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 15700 members 
Mstep: Class 16 contains 12365 members 
Mstep: Class 17 contains 2743 members 
Mstep: Class 19 contains 2370 members 
Mstep: Class 20 contains 4948 members 
Mstep: Class 21 contains 11410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334392.000000 Penalty: 39499.203125
Iteration 70Q: 20 clusters Score -2.133439e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 11683 members 
Mstep: Class 3 contains 6744 members 
Mstep: Class 4 contains 4576 members 
Mstep: Class 5 contains 82928 members 
Mstep: Class 7 contains 96516 members 
Mstep: Class 8 contains 21735 members 
Mstep: Class 9 contains 163 members 
Mstep: Class 10 contains 41962 members 
Mstep: Class 11 contains 13303 members 
Mstep: Class 12 contains 9048 members 
Mstep: Class 13 contains 10764 members 
Mstep: Class 14 contains 4574 members 
Mstep: Class 15 contains 15685 members 
Mstep: Class 16 contains 12358 members 
Mstep: Class 17 contains 2741 members 
Mstep: Class 19 contains 2369 members 
Mstep: Class 20 contains 4948 members 
Mstep: Class 21 contains 11402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334354.000000 Penalty: 39499.203125
Iteration 71Q: 20 clusters Score -2.133435e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 11684 members 
Mstep: Class 3 contains 6746 members 
Mstep: Class 4 contains 4579 members 
Mstep: Class 5 contains 82940 members 
Mstep: Class 7 contains 96489 members 
Mstep: Class 8 contains 21756 members 
Mstep: Class 9 contains 163 members 
Mstep: Class 10 contains 41980 members 
Mstep: Class 11 contains 13307 members 
Mstep: Class 12 contains 9048 members 
Mstep: Class 13 contains 10761 members 
Mstep: Class 14 contains 4574 members 
Mstep: Class 15 contains 15673 members 
Mstep: Class 16 contains 12355 members 
Mstep: Class 17 contains 2739 members 
Mstep: Class 19 contains 2370 members 
Mstep: Class 20 contains 4945 members 
Mstep: Class 21 contains 11394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334360.000000 Penalty: 39499.203125
Iteration 72Q: 20 clusters Score -2.133436e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 11683 members 
Mstep: Class 3 contains 6747 members 
Mstep: Class 4 contains 4579 members 
Mstep: Class 5 contains 82953 members 
Mstep: Class 7 contains 96476 members 
Mstep: Class 8 contains 21771 members 
Mstep: Class 9 contains 163 members 
Mstep: Class 10 contains 41993 members 
Mstep: Class 11 contains 13305 members 
Mstep: Class 12 contains 9050 members 
Mstep: Class 13 contains 10760 members 
Mstep: Class 14 contains 4576 members 
Mstep: Class 15 contains 15660 members 
Mstep: Class 16 contains 12353 members 
Mstep: Class 17 contains 2737 members 
Mstep: Class 19 contains 2370 members 
Mstep: Class 20 contains 4945 members 
Mstep: Class 21 contains 11383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334372.000000 Penalty: 39499.203125
Iteration 73Q: 20 clusters Score -2.133437e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 11682 members 
Mstep: Class 3 contains 6750 members 
Mstep: Class 4 contains 4579 members 
Mstep: Class 5 contains 82968 members 
Mstep: Class 7 contains 96453 members 
Mstep: Class 8 contains 21787 members 
Mstep: Class 9 contains 163 members 
Mstep: Class 10 contains 42004 members 
Mstep: Class 11 contains 13304 members 
Mstep: Class 12 contains 9050 members 
Mstep: Class 13 contains 10760 members 
Mstep: Class 14 contains 4578 members 
Mstep: Class 15 contains 15645 members 
Mstep: Class 16 contains 12352 members 
Mstep: Class 17 contains 2737 members 
Mstep: Class 19 contains 2370 members 
Mstep: Class 20 contains 4947 members 
Mstep: Class 21 contains 11377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334400.000000 Penalty: 39499.203125
Iteration 74Q: 20 clusters Score -2.13344e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 11683 members 
Mstep: Class 3 contains 6751 members 
Mstep: Class 4 contains 4579 members 
Mstep: Class 5 contains 82984 members 
Mstep: Class 7 contains 96426 members 
Mstep: Class 8 contains 21804 members 
Mstep: Class 9 contains 163 members 
Mstep: Class 10 contains 42013 members 
Mstep: Class 11 contains 13305 members 
Mstep: Class 12 contains 9051 members 
Mstep: Class 13 contains 10757 members 
Mstep: Class 14 contains 4581 members 
Mstep: Class 15 contains 15628 members 
Mstep: Class 16 contains 12351 members 
Mstep: Class 17 contains 2737 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 4948 members 
Mstep: Class 21 contains 11377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334378.000000 Penalty: 39499.203125
Iteration 75Q: 20 clusters Score -2.133438e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 11683 members 
Mstep: Class 3 contains 6753 members 
Mstep: Class 4 contains 4581 members 
Mstep: Class 5 contains 82997 members 
Mstep: Class 7 contains 96404 members 
Mstep: Class 8 contains 21823 members 
Mstep: Class 9 contains 163 members 
Mstep: Class 10 contains 42025 members 
Mstep: Class 11 contains 13305 members 
Mstep: Class 12 contains 9052 members 
Mstep: Class 13 contains 10754 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 15611 members 
Mstep: Class 16 contains 12345 members 
Mstep: Class 17 contains 2737 members 
Mstep: Class 19 contains 2372 members 
Mstep: Class 20 contains 4948 members 
Mstep: Class 21 contains 11374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334352.000000 Penalty: 39499.203125
Iteration 76Q: 20 clusters Score -2.133435e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 11682 members 
Mstep: Class 3 contains 6754 members 
Mstep: Class 4 contains 4579 members 
Mstep: Class 5 contains 82997 members 
Mstep: Class 7 contains 96381 members 
Mstep: Class 8 contains 21841 members 
Mstep: Class 9 contains 163 members 
Mstep: Class 10 contains 42037 members 
Mstep: Class 11 contains 13305 members 
Mstep: Class 12 contains 9053 members 
Mstep: Class 13 contains 10755 members 
Mstep: Class 14 contains 4587 members 
Mstep: Class 15 contains 15607 members 
Mstep: Class 16 contains 12346 members 
Mstep: Class 17 contains 2737 members 
Mstep: Class 19 contains 2372 members 
Mstep: Class 20 contains 4946 members 
Mstep: Class 21 contains 11370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334364.000000 Penalty: 39499.203125
Iteration 77Q: 20 clusters Score -2.133436e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 11679 members 
Mstep: Class 3 contains 6756 members 
Mstep: Class 4 contains 4579 members 
Mstep: Class 5 contains 83001 members 
Mstep: Class 7 contains 96365 members 
Mstep: Class 8 contains 21858 members 
Mstep: Class 9 contains 163 members 
Mstep: Class 10 contains 42046 members 
Mstep: Class 11 contains 13304 members 
Mstep: Class 12 contains 9054 members 
Mstep: Class 13 contains 10755 members 
Mstep: Class 14 contains 4589 members 
Mstep: Class 15 contains 15601 members 
Mstep: Class 16 contains 12343 members 
Mstep: Class 17 contains 2737 members 
Mstep: Class 19 contains 2372 members 
Mstep: Class 20 contains 4945 members 
Mstep: Class 21 contains 11365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334362.000000 Penalty: 39499.203125
Iteration 78Q: 20 clusters Score -2.133436e+07 nChanged 67
Entering ConstructFrom: 
Score: -21334362.000000 Penalty: 39499.203125
Entering ConstructFrom: 
Trying to split cluster 1 (6269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Entering Unmasked Estep 
Score: -368951.062500 Penalty: 1420.797974
	Iteration 0F: 2 clusters Score -368951.1 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 3166 members 
Entering Unmasked Estep 
Score: -364144.531250 Penalty: 2841.595947
	Iteration 0F: 3 clusters Score -364144.5 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -365583.968750 Penalty: 2841.595947
	Iteration 1F: 3 clusters Score -365584 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -365839.031250 Penalty: 2841.595947
	Iteration 2F: 3 clusters Score -365839 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -366048.625000 Penalty: 2841.595947
	Iteration 3F: 3 clusters Score -366048.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -366231.750000 Penalty: 2841.595947
	Iteration 4Q: 3 clusters Score -366231.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -366417.562500 Penalty: 2841.595947
	Iteration 5Q: 3 clusters Score -366417.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -366592.812500 Penalty: 2841.595947
	Iteration 6Q: 3 clusters Score -366592.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -366796.718750 Penalty: 2841.595947
	Iteration 7Q: 3 clusters Score -366796.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -367047.625000 Penalty: 2841.595947
	Iteration 8Q: 3 clusters Score -367047.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -367308.906250 Penalty: 2841.595947
	Iteration 9Q: 3 clusters Score -367308.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -367595.312500 Penalty: 2841.595947
	Iteration 10Q: 3 clusters Score -367595.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -367807.937500 Penalty: 2841.595947
	Iteration 11Q: 3 clusters Score -367807.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -367959.562500 Penalty: 2841.595947
	Iteration 12Q: 3 clusters Score -367959.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -368051.093750 Penalty: 2841.595947
	Iteration 13Q: 3 clusters Score -368051.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -368119.093750 Penalty: 2841.595947
	Iteration 14Q: 3 clusters Score -368119.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -368173.625000 Penalty: 2841.595947
	Iteration 15Q: 3 clusters Score -368173.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -368225.750000 Penalty: 2841.595947
	Iteration 16Q: 3 clusters Score -368225.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -368268.656250 Penalty: 2841.595947
	Iteration 17Q: 3 clusters Score -368268.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -368303.562500 Penalty: 2841.595947
	Iteration 18Q: 3 clusters Score -368303.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -368341.750000 Penalty: 2841.595947
	Iteration 19Q: 3 clusters Score -368341.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -368392.625000 Penalty: 2841.595947
	Iteration 20F: 3 clusters Score -368392.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -368441.812500 Penalty: 2841.595947
	Iteration 21Q: 3 clusters Score -368441.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -368466.343750 Penalty: 2841.595947
	Iteration 22Q: 3 clusters Score -368466.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -368474.281250 Penalty: 2841.595947
	Iteration 23Q: 3 clusters Score -368474.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -368478.312500 Penalty: 2841.595947
	Iteration 24Q: 3 clusters Score -368478.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -368483.156250 Penalty: 2841.595947
	Iteration 25Q: 3 clusters Score -368483.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -368485.531250 Penalty: 2841.595947
	Iteration 26Q: 3 clusters Score -368485.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -368487.500000 Penalty: 2841.595947
	Iteration 27Q: 3 clusters Score -368487.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -368487.312500 Penalty: 2841.595947
	Iteration 28Q: 3 clusters Score -368487.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -368487.562500 Penalty: 2841.595947
	Iteration 29Q: 3 clusters Score -368487.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -368488.593750 Penalty: 2841.595947
	Iteration 30Q: 3 clusters Score -368488.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -368489.500000 Penalty: 2841.595947
	Iteration 31Q: 3 clusters Score -368489.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -368489.406250 Penalty: 2841.595947
	Iteration 32Q: 3 clusters Score -368489.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -368489.406250 Penalty: 2841.595947
	Iteration 33F: 3 clusters Score -368489.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Entering Unmasked Estep 
Score: -724358.937500 Penalty: 1521.873657
	Iteration 0F: 2 clusters Score -724358.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -716076.312500 Penalty: 3043.747314
	Iteration 0F: 3 clusters Score -716076.3 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -718743.625000 Penalty: 3043.747314
	Iteration 1F: 3 clusters Score -718743.6 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -719029.562500 Penalty: 3043.747314
	Iteration 2F: 3 clusters Score -719029.6 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -719259.625000 Penalty: 3043.747314
	Iteration 3Q: 3 clusters Score -719259.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -719470.375000 Penalty: 3043.747314
	Iteration 4Q: 3 clusters Score -719470.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -719698.250000 Penalty: 3043.747314
	Iteration 5Q: 3 clusters Score -719698.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -719938.500000 Penalty: 3043.747314
	Iteration 6Q: 3 clusters Score -719938.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -720186.312500 Penalty: 3043.747314
	Iteration 7Q: 3 clusters Score -720186.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -720427.312500 Penalty: 3043.747314
	Iteration 8Q: 3 clusters Score -720427.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -720659.312500 Penalty: 3043.747314
	Iteration 9Q: 3 clusters Score -720659.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -720915.750000 Penalty: 3043.747314
	Iteration 10Q: 3 clusters Score -720915.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -721129.375000 Penalty: 3043.747314
	Iteration 11Q: 3 clusters Score -721129.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -721295.250000 Penalty: 3043.747314
	Iteration 12Q: 3 clusters Score -721295.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -721444.250000 Penalty: 3043.747314
	Iteration 13Q: 3 clusters Score -721444.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -721579.875000 Penalty: 3043.747314
	Iteration 14Q: 3 clusters Score -721579.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -721694.062500 Penalty: 3043.747314
	Iteration 15Q: 3 clusters Score -721694.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -721808.562500 Penalty: 3043.747314
	Iteration 16Q: 3 clusters Score -721808.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -721927.687500 Penalty: 3043.747314
	Iteration 17Q: 3 clusters Score -721927.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -722041.125000 Penalty: 3043.747314
	Iteration 18Q: 3 clusters Score -722041.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -722133.937500 Penalty: 3043.747314
	Iteration 19Q: 3 clusters Score -722133.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -722233.812500 Penalty: 3043.747314
	Iteration 20F: 3 clusters Score -722233.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -722335.937500 Penalty: 3043.747314
	Iteration 21Q: 3 clusters Score -722335.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -722432.625000 Penalty: 3043.747314
	Iteration 22Q: 3 clusters Score -722432.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -722507.500000 Penalty: 3043.747314
	Iteration 23Q: 3 clusters Score -722507.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -722574.500000 Penalty: 3043.747314
	Iteration 24Q: 3 clusters Score -722574.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -722630.562500 Penalty: 3043.747314
	Iteration 25Q: 3 clusters Score -722630.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -722685.625000 Penalty: 3043.747314
	Iteration 26Q: 3 clusters Score -722685.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -722727.250000 Penalty: 3043.747314
	Iteration 27Q: 3 clusters Score -722727.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -722765.750000 Penalty: 3043.747314
	Iteration 28Q: 3 clusters Score -722765.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -722799.437500 Penalty: 3043.747314
	Iteration 29Q: 3 clusters Score -722799.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -722813.625000 Penalty: 3043.747314
	Iteration 30Q: 3 clusters Score -722813.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -722821.687500 Penalty: 3043.747314
	Iteration 31Q: 3 clusters Score -722821.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -722836.437500 Penalty: 3043.747314
	Iteration 32Q: 3 clusters Score -722836.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -722841.937500 Penalty: 3043.747314
	Iteration 33Q: 3 clusters Score -722841.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -722847.375000 Penalty: 3043.747314
	Iteration 34Q: 3 clusters Score -722847.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -722851.187500 Penalty: 3043.747314
	Iteration 35Q: 3 clusters Score -722851.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -722855.000000 Penalty: 3043.747314
	Iteration 36Q: 3 clusters Score -722855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -722855.812500 Penalty: 3043.747314
	Iteration 37Q: 3 clusters Score -722855.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -722860.500000 Penalty: 3043.747314
	Iteration 38Q: 3 clusters Score -722860.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -722863.187500 Penalty: 3043.747314
	Iteration 39Q: 3 clusters Score -722863.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -722864.562500 Penalty: 3043.747314
	Iteration 40F: 3 clusters Score -722864.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -722867.625000 Penalty: 3043.747314
	Iteration 41Q: 3 clusters Score -722867.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -722868.625000 Penalty: 3043.747314
	Iteration 42Q: 3 clusters Score -722868.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -722867.250000 Penalty: 3043.747314
	Iteration 43Q: 3 clusters Score -722867.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -722870.875000 Penalty: 3043.747314
	Iteration 44Q: 3 clusters Score -722870.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -722873.187500 Penalty: 3043.747314
	Iteration 45Q: 3 clusters Score -722873.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -722872.312500 Penalty: 3043.747314
	Iteration 46Q: 3 clusters Score -722872.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -722873.062500 Penalty: 3043.747314
	Iteration 47Q: 3 clusters Score -722873.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -722876.250000 Penalty: 3043.747314
	Iteration 48Q: 3 clusters Score -722876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -722875.812500 Penalty: 3043.747314
	Iteration 49Q: 3 clusters Score -722875.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -722875.187500 Penalty: 3043.747314
	Iteration 50Q: 3 clusters Score -722875.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -722875.312500 Penalty: 3043.747314
	Iteration 51Q: 3 clusters Score -722875.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -722876.000000 Penalty: 3043.747314
	Iteration 52Q: 3 clusters Score -722876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -722875.750000 Penalty: 3043.747314
	Iteration 53Q: 3 clusters Score -722875.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -722874.500000 Penalty: 3043.747314
	Iteration 54Q: 3 clusters Score -722874.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -722874.500000 Penalty: 3043.747314
	Iteration 55Q: 3 clusters Score -722874.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -722875.687500 Penalty: 3043.747314
	Iteration 56Q: 3 clusters Score -722875.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -722877.000000 Penalty: 3043.747314
	Iteration 57Q: 3 clusters Score -722877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -722877.000000 Penalty: 3043.747314
	Iteration 58F: 3 clusters Score -722877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -422321.718750 Penalty: 1432.955200
	Iteration 0F: 2 clusters Score -422321.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -417164.437500 Penalty: 2865.910400
	Iteration 0F: 3 clusters Score -417164.4 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -418633.750000 Penalty: 2865.910400
	Iteration 1F: 3 clusters Score -418633.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -418812.187500 Penalty: 2865.910400
	Iteration 2F: 3 clusters Score -418812.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -418938.968750 Penalty: 2865.910400
	Iteration 3Q: 3 clusters Score -418939 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -419025.437500 Penalty: 2865.910400
	Iteration 4Q: 3 clusters Score -419025.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -419087.937500 Penalty: 2865.910400
	Iteration 5Q: 3 clusters Score -419087.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -419138.406250 Penalty: 2865.910400
	Iteration 6Q: 3 clusters Score -419138.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -419191.156250 Penalty: 2865.910400
	Iteration 7Q: 3 clusters Score -419191.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -419247.687500 Penalty: 2865.910400
	Iteration 8Q: 3 clusters Score -419247.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -419300.906250 Penalty: 2865.910400
	Iteration 9Q: 3 clusters Score -419300.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -419350.687500 Penalty: 2865.910400
	Iteration 10Q: 3 clusters Score -419350.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -419398.781250 Penalty: 2865.910400
	Iteration 11Q: 3 clusters Score -419398.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -419433.625000 Penalty: 2865.910400
	Iteration 12Q: 3 clusters Score -419433.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -419462.781250 Penalty: 2865.910400
	Iteration 13Q: 3 clusters Score -419462.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -419499.625000 Penalty: 2865.910400
	Iteration 14Q: 3 clusters Score -419499.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -419541.687500 Penalty: 2865.910400
	Iteration 15Q: 3 clusters Score -419541.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -419595.093750 Penalty: 2865.910400
	Iteration 16Q: 3 clusters Score -419595.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -419652.437500 Penalty: 2865.910400
	Iteration 17Q: 3 clusters Score -419652.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -419706.875000 Penalty: 2865.910400
	Iteration 18Q: 3 clusters Score -419706.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -419754.750000 Penalty: 2865.910400
	Iteration 19Q: 3 clusters Score -419754.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -419815.750000 Penalty: 2865.910400
	Iteration 20F: 3 clusters Score -419815.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -419895.125000 Penalty: 2865.910400
	Iteration 21Q: 3 clusters Score -419895.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -419984.968750 Penalty: 2865.910400
	Iteration 22Q: 3 clusters Score -419985 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -420053.062500 Penalty: 2865.910400
	Iteration 23Q: 3 clusters Score -420053.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -420125.437500 Penalty: 2865.910400
	Iteration 24Q: 3 clusters Score -420125.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -420186.687500 Penalty: 2865.910400
	Iteration 25Q: 3 clusters Score -420186.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -420255.781250 Penalty: 2865.910400
	Iteration 26Q: 3 clusters Score -420255.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -420299.687500 Penalty: 2865.910400
	Iteration 27Q: 3 clusters Score -420299.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -420334.031250 Penalty: 2865.910400
	Iteration 28Q: 3 clusters Score -420334 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -420358.500000 Penalty: 2865.910400
	Iteration 29Q: 3 clusters Score -420358.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -420381.281250 Penalty: 2865.910400
	Iteration 30Q: 3 clusters Score -420381.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -420402.500000 Penalty: 2865.910400
	Iteration 31Q: 3 clusters Score -420402.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -420417.250000 Penalty: 2865.910400
	Iteration 32Q: 3 clusters Score -420417.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -420429.125000 Penalty: 2865.910400
	Iteration 33Q: 3 clusters Score -420429.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -420441.531250 Penalty: 2865.910400
	Iteration 34Q: 3 clusters Score -420441.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -420452.593750 Penalty: 2865.910400
	Iteration 35Q: 3 clusters Score -420452.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -420461.812500 Penalty: 2865.910400
	Iteration 36Q: 3 clusters Score -420461.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -420468.906250 Penalty: 2865.910400
	Iteration 37Q: 3 clusters Score -420468.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -420474.968750 Penalty: 2865.910400
	Iteration 38Q: 3 clusters Score -420475 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -420480.812500 Penalty: 2865.910400
	Iteration 39Q: 3 clusters Score -420480.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -420490.593750 Penalty: 2865.910400
	Iteration 40F: 3 clusters Score -420490.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -420507.531250 Penalty: 2865.910400
	Iteration 41Q: 3 clusters Score -420507.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -420519.093750 Penalty: 2865.910400
	Iteration 42Q: 3 clusters Score -420519.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -420532.250000 Penalty: 2865.910400
	Iteration 43Q: 3 clusters Score -420532.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -420545.125000 Penalty: 2865.910400
	Iteration 44Q: 3 clusters Score -420545.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -420554.718750 Penalty: 2865.910400
	Iteration 45Q: 3 clusters Score -420554.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -420564.656250 Penalty: 2865.910400
	Iteration 46Q: 3 clusters Score -420564.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -420569.968750 Penalty: 2865.910400
	Iteration 47Q: 3 clusters Score -420570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -420575.250000 Penalty: 2865.910400
	Iteration 48Q: 3 clusters Score -420575.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -420583.000000 Penalty: 2865.910400
	Iteration 49Q: 3 clusters Score -420583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -420588.093750 Penalty: 2865.910400
	Iteration 50Q: 3 clusters Score -420588.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -420594.437500 Penalty: 2865.910400
	Iteration 51Q: 3 clusters Score -420594.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -420604.875000 Penalty: 2865.910400
	Iteration 52Q: 3 clusters Score -420604.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -420612.625000 Penalty: 2865.910400
	Iteration 53Q: 3 clusters Score -420612.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -420619.156250 Penalty: 2865.910400
	Iteration 54Q: 3 clusters Score -420619.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -420627.843750 Penalty: 2865.910400
	Iteration 55Q: 3 clusters Score -420627.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -420635.531250 Penalty: 2865.910400
	Iteration 56Q: 3 clusters Score -420635.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -420642.187500 Penalty: 2865.910400
	Iteration 57Q: 3 clusters Score -420642.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -420647.250000 Penalty: 2865.910400
	Iteration 58Q: 3 clusters Score -420647.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -420651.750000 Penalty: 2865.910400
	Iteration 59Q: 3 clusters Score -420651.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -420662.000000 Penalty: 2865.910400
	Iteration 60F: 3 clusters Score -420662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -420670.687500 Penalty: 2865.910400
	Iteration 61Q: 3 clusters Score -420670.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -420680.062500 Penalty: 2865.910400
	Iteration 62Q: 3 clusters Score -420680.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -420695.000000 Penalty: 2865.910400
	Iteration 63Q: 3 clusters Score -420695 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -420710.156250 Penalty: 2865.910400
	Iteration 64Q: 3 clusters Score -420710.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -420721.843750 Penalty: 2865.910400
	Iteration 65Q: 3 clusters Score -420721.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -420735.156250 Penalty: 2865.910400
	Iteration 66Q: 3 clusters Score -420735.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -420748.281250 Penalty: 2865.910400
	Iteration 67Q: 3 clusters Score -420748.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -420756.937500 Penalty: 2865.910400
	Iteration 68Q: 3 clusters Score -420756.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -420762.000000 Penalty: 2865.910400
	Iteration 69Q: 3 clusters Score -420762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -420765.156250 Penalty: 2865.910400
	Iteration 70Q: 3 clusters Score -420765.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -420771.312500 Penalty: 2865.910400
	Iteration 71Q: 3 clusters Score -420771.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -420777.156250 Penalty: 2865.910400
	Iteration 72Q: 3 clusters Score -420777.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -420784.062500 Penalty: 2865.910400
	Iteration 73Q: 3 clusters Score -420784.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -420790.250000 Penalty: 2865.910400
	Iteration 74Q: 3 clusters Score -420790.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -420797.687500 Penalty: 2865.910400
	Iteration 75Q: 3 clusters Score -420797.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -420805.312500 Penalty: 2865.910400
	Iteration 76Q: 3 clusters Score -420805.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -420814.718750 Penalty: 2865.910400
	Iteration 77Q: 3 clusters Score -420814.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -420827.468750 Penalty: 2865.910400
	Iteration 78Q: 3 clusters Score -420827.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -420846.000000 Penalty: 2865.910400
	Iteration 79Q: 3 clusters Score -420846 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -420863.625000 Penalty: 2865.910400
	Iteration 80F: 3 clusters Score -420863.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -420880.656250 Penalty: 2865.910400
	Iteration 81Q: 3 clusters Score -420880.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -420895.906250 Penalty: 2865.910400
	Iteration 82Q: 3 clusters Score -420895.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -420909.500000 Penalty: 2865.910400
	Iteration 83Q: 3 clusters Score -420909.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -420923.062500 Penalty: 2865.910400
	Iteration 84Q: 3 clusters Score -420923.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -420936.093750 Penalty: 2865.910400
	Iteration 85Q: 3 clusters Score -420936.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -420946.781250 Penalty: 2865.910400
	Iteration 86Q: 3 clusters Score -420946.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -420950.875000 Penalty: 2865.910400
	Iteration 87Q: 3 clusters Score -420950.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -420955.437500 Penalty: 2865.910400
	Iteration 88Q: 3 clusters Score -420955.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -420958.531250 Penalty: 2865.910400
	Iteration 89Q: 3 clusters Score -420958.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -420962.375000 Penalty: 2865.910400
	Iteration 90Q: 3 clusters Score -420962.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -420966.343750 Penalty: 2865.910400
	Iteration 91Q: 3 clusters Score -420966.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -420967.906250 Penalty: 2865.910400
	Iteration 92Q: 3 clusters Score -420967.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -420969.156250 Penalty: 2865.910400
	Iteration 93Q: 3 clusters Score -420969.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -420971.406250 Penalty: 2865.910400
	Iteration 94Q: 3 clusters Score -420971.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -420970.937500 Penalty: 2865.910400
	Iteration 95Q: 3 clusters Score -420970.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -420970.937500 Penalty: 2865.910400
	Iteration 96F: 3 clusters Score -420970.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Entering Unmasked Estep 
Score: -230089.078125 Penalty: 1369.786255
	Iteration 0F: 2 clusters Score -230089.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -226397.125000 Penalty: 2739.572510
	Iteration 0F: 3 clusters Score -226397.1 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -227657.500000 Penalty: 2739.572510
	Iteration 1F: 3 clusters Score -227657.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -228076.031250 Penalty: 2739.572510
	Iteration 2F: 3 clusters Score -228076 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -228354.640625 Penalty: 2739.572510
	Iteration 3F: 3 clusters Score -228354.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -228552.859375 Penalty: 2739.572510
	Iteration 4F: 3 clusters Score -228552.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -228684.890625 Penalty: 2739.572510
	Iteration 5Q: 3 clusters Score -228684.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -228771.656250 Penalty: 2739.572510
	Iteration 6Q: 3 clusters Score -228771.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -228835.828125 Penalty: 2739.572510
	Iteration 7Q: 3 clusters Score -228835.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -228884.656250 Penalty: 2739.572510
	Iteration 8Q: 3 clusters Score -228884.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -228933.593750 Penalty: 2739.572510
	Iteration 9Q: 3 clusters Score -228933.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -228974.609375 Penalty: 2739.572510
	Iteration 10Q: 3 clusters Score -228974.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -229011.281250 Penalty: 2739.572510
	Iteration 11Q: 3 clusters Score -229011.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -229043.250000 Penalty: 2739.572510
	Iteration 12Q: 3 clusters Score -229043.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -229078.156250 Penalty: 2739.572510
	Iteration 13Q: 3 clusters Score -229078.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -229119.671875 Penalty: 2739.572510
	Iteration 14Q: 3 clusters Score -229119.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -229157.859375 Penalty: 2739.572510
	Iteration 15Q: 3 clusters Score -229157.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -229195.765625 Penalty: 2739.572510
	Iteration 16Q: 3 clusters Score -229195.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -229223.140625 Penalty: 2739.572510
	Iteration 17Q: 3 clusters Score -229223.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -229240.593750 Penalty: 2739.572510
	Iteration 18Q: 3 clusters Score -229240.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -229252.296875 Penalty: 2739.572510
	Iteration 19Q: 3 clusters Score -229252.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -229266.937500 Penalty: 2739.572510
	Iteration 20F: 3 clusters Score -229266.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -229277.093750 Penalty: 2739.572510
	Iteration 21Q: 3 clusters Score -229277.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -229283.375000 Penalty: 2739.572510
	Iteration 22Q: 3 clusters Score -229283.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -229291.406250 Penalty: 2739.572510
	Iteration 23Q: 3 clusters Score -229291.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -229297.078125 Penalty: 2739.572510
	Iteration 24Q: 3 clusters Score -229297.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -229300.921875 Penalty: 2739.572510
	Iteration 25Q: 3 clusters Score -229300.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -229305.125000 Penalty: 2739.572510
	Iteration 26Q: 3 clusters Score -229305.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -229308.968750 Penalty: 2739.572510
	Iteration 27Q: 3 clusters Score -229309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -229310.578125 Penalty: 2739.572510
	Iteration 28Q: 3 clusters Score -229310.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -229311.406250 Penalty: 2739.572510
	Iteration 29Q: 3 clusters Score -229311.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -229311.859375 Penalty: 2739.572510
	Iteration 30Q: 3 clusters Score -229311.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -229312.187500 Penalty: 2739.572510
	Iteration 31Q: 3 clusters Score -229312.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -229312.187500 Penalty: 2739.572510
	Iteration 32F: 3 clusters Score -229312.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (83004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83004 members 
Entering Unmasked Estep 
Score: -5301404.000000 Penalty: 1840.579590
	Iteration 0F: 2 clusters Score -5301404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -5246083.000000 Penalty: 3681.159180
	Iteration 0F: 3 clusters Score -5246083 nChanged 39507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -5269378.500000 Penalty: 3681.159180
	Iteration 1F: 3 clusters Score -5269378 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -5271258.500000 Penalty: 3681.159180
	Iteration 2Q: 3 clusters Score -5271258 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -5274142.000000 Penalty: 3681.159180
	Iteration 3F: 3 clusters Score -5274142 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -5278119.000000 Penalty: 3681.159180
	Iteration 4F: 3 clusters Score -5278119 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -5282608.500000 Penalty: 3681.159180
	Iteration 5F: 3 clusters Score -5282608 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -5286666.000000 Penalty: 3681.159180
	Iteration 6F: 3 clusters Score -5286666 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51465 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -5289492.000000 Penalty: 3681.159180
	Iteration 7F: 3 clusters Score -5289492 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -5291146.000000 Penalty: 3681.159180
	Iteration 8Q: 3 clusters Score -5291146 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -5292138.500000 Penalty: 3681.159180
	Iteration 9Q: 3 clusters Score -5292138 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57000 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -5292819.000000 Penalty: 3681.159180
	Iteration 10Q: 3 clusters Score -5292819 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -5293478.000000 Penalty: 3681.159180
	Iteration 11Q: 3 clusters Score -5293478 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60505 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -5294181.500000 Penalty: 3681.159180
	Iteration 12Q: 3 clusters Score -5294182 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62375 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -5295015.500000 Penalty: 3681.159180
	Iteration 13Q: 3 clusters Score -5295016 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64279 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -5295900.500000 Penalty: 3681.159180
	Iteration 14Q: 3 clusters Score -5295900 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66202 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -5296935.000000 Penalty: 3681.159180
	Iteration 15Q: 3 clusters Score -5296935 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -5297915.000000 Penalty: 3681.159180
	Iteration 16Q: 3 clusters Score -5297915 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69856 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -5299072.500000 Penalty: 3681.159180
	Iteration 17Q: 3 clusters Score -5299072 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71485 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -5300235.500000 Penalty: 3681.159180
	Iteration 18Q: 3 clusters Score -5300236 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72926 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -5301237.000000 Penalty: 3681.159180
	Iteration 19Q: 3 clusters Score -5301237 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74069 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -5301917.000000 Penalty: 3681.159180
	Iteration 20F: 3 clusters Score -5301917 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74911 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -5302379.500000 Penalty: 3681.159180
	Iteration 21Q: 3 clusters Score -5302380 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75516 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -5302628.500000 Penalty: 3681.159180
	Iteration 22Q: 3 clusters Score -5302628 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75969 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -5302755.000000 Penalty: 3681.159180
	Iteration 23Q: 3 clusters Score -5302755 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76321 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -5302841.500000 Penalty: 3681.159180
	Iteration 24Q: 3 clusters Score -5302842 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76613 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -5302938.500000 Penalty: 3681.159180
	Iteration 25Q: 3 clusters Score -5302938 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76817 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -5302976.000000 Penalty: 3681.159180
	Iteration 26Q: 3 clusters Score -5302976 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76983 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -5302992.500000 Penalty: 3681.159180
	Iteration 27Q: 3 clusters Score -5302992 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77113 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -5303011.500000 Penalty: 3681.159180
	Iteration 28Q: 3 clusters Score -5303012 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77222 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -5303033.500000 Penalty: 3681.159180
	Iteration 29Q: 3 clusters Score -5303034 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77316 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -5303047.000000 Penalty: 3681.159180
	Iteration 30Q: 3 clusters Score -5303047 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77390 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -5303059.000000 Penalty: 3681.159180
	Iteration 31Q: 3 clusters Score -5303059 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77443 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -5303054.000000 Penalty: 3681.159180
	Iteration 32Q: 3 clusters Score -5303054 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77487 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -5303055.000000 Penalty: 3681.159180
	Iteration 33Q: 3 clusters Score -5303055 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77525 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -5303056.000000 Penalty: 3681.159180
	Iteration 34Q: 3 clusters Score -5303056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77551 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -5303065.500000 Penalty: 3681.159180
	Iteration 35Q: 3 clusters Score -5303066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77576 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -5303064.000000 Penalty: 3681.159180
	Iteration 36Q: 3 clusters Score -5303064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77591 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -5303061.000000 Penalty: 3681.159180
	Iteration 37Q: 3 clusters Score -5303061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77607 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -5303059.500000 Penalty: 3681.159180
	Iteration 38Q: 3 clusters Score -5303060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77621 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -5303068.500000 Penalty: 3681.159180
	Iteration 39Q: 3 clusters Score -5303068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77637 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -5303062.000000 Penalty: 3681.159180
	Iteration 40F: 3 clusters Score -5303062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77650 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -5303069.000000 Penalty: 3681.159180
	Iteration 41Q: 3 clusters Score -5303069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77659 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -5303061.000000 Penalty: 3681.159180
	Iteration 42Q: 3 clusters Score -5303061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77667 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -5303075.500000 Penalty: 3681.159180
	Iteration 43Q: 3 clusters Score -5303076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77673 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -5303070.500000 Penalty: 3681.159180
	Iteration 44Q: 3 clusters Score -5303070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77678 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -5303080.000000 Penalty: 3681.159180
	Iteration 45Q: 3 clusters Score -5303080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77681 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -5303083.000000 Penalty: 3681.159180
	Iteration 46Q: 3 clusters Score -5303083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77684 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -5303084.000000 Penalty: 3681.159180
	Iteration 47Q: 3 clusters Score -5303084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77685 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -5303082.500000 Penalty: 3681.159180
	Iteration 48Q: 3 clusters Score -5303082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77687 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -5303083.500000 Penalty: 3681.159180
	Iteration 49Q: 3 clusters Score -5303084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77689 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -5303082.500000 Penalty: 3681.159180
	Iteration 50Q: 3 clusters Score -5303082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77692 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -5303081.000000 Penalty: 3681.159180
	Iteration 51Q: 3 clusters Score -5303081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77695 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -5303081.000000 Penalty: 3681.159180
	Iteration 52Q: 3 clusters Score -5303081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77700 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -5303076.000000 Penalty: 3681.159180
	Iteration 53Q: 3 clusters Score -5303076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77707 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -5303073.000000 Penalty: 3681.159180
	Iteration 54Q: 3 clusters Score -5303073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77709 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -5303073.000000 Penalty: 3681.159180
	Iteration 55Q: 3 clusters Score -5303073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77712 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -5303077.500000 Penalty: 3681.159180
	Iteration 56Q: 3 clusters Score -5303078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77714 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -5303077.500000 Penalty: 3681.159180
	Iteration 57Q: 3 clusters Score -5303078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77714 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -5303077.500000 Penalty: 3681.159180
	Iteration 58F: 3 clusters Score -5303078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 11677 members 
Mstep: Class 3 contains 6756 members 
Mstep: Class 4 contains 4580 members 
Mstep: Class 5 contains 77714 members 
Mstep: Class 6 contains 5290 members 
Mstep: Class 7 contains 96342 members 
Mstep: Class 8 contains 21873 members 
Mstep: Class 9 contains 163 members 
Mstep: Class 10 contains 42059 members 
Mstep: Class 11 contains 13304 members 
Mstep: Class 12 contains 9058 members 
Mstep: Class 13 contains 10754 members 
Mstep: Class 14 contains 4589 members 
Mstep: Class 15 contains 15596 members 
Mstep: Class 16 contains 12343 members 
Mstep: Class 17 contains 2737 members 
Mstep: Class 19 contains 2372 members 
Mstep: Class 20 contains 4946 members 
Mstep: Class 21 contains 11360 members 
Entering Unmasked Estep 
Score: -21335750.000000 Penalty: 41578.109375
Splitting cluster 5 changes total score from -21334362.000000 to -21335750.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 7 (96342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96342 members 
Entering Unmasked Estep 
Score: -5896651.500000 Penalty: 1864.794678
	Iteration 0F: 2 clusters Score -5896652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -5832425.000000 Penalty: 3729.589355
	Iteration 0F: 3 clusters Score -5832425 nChanged 46037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -5859081.500000 Penalty: 3729.589355
	Iteration 1F: 3 clusters Score -5859082 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -5860228.500000 Penalty: 3729.589355
	Iteration 2Q: 3 clusters Score -5860228 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58329 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -5862292.000000 Penalty: 3729.589355
	Iteration 3Q: 3 clusters Score -5862292 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63735 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -5865797.500000 Penalty: 3729.589355
	Iteration 4F: 3 clusters Score -5865798 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70710 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -5871238.500000 Penalty: 3729.589355
	Iteration 5F: 3 clusters Score -5871238 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78535 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -5878450.000000 Penalty: 3729.589355
	Iteration 6F: 3 clusters Score -5878450 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85559 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -5885168.500000 Penalty: 3729.589355
	Iteration 7F: 3 clusters Score -5885168 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90589 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -5890022.500000 Penalty: 3729.589355
	Iteration 8F: 3 clusters Score -5890022 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93542 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -5892842.500000 Penalty: 3729.589355
	Iteration 9Q: 3 clusters Score -5892842 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94938 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5894087.500000 Penalty: 3729.589355
	Iteration 10Q: 3 clusters Score -5894088 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95537 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5894559.500000 Penalty: 3729.589355
	Iteration 11Q: 3 clusters Score -5894560 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95767 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5894784.000000 Penalty: 3729.589355
	Iteration 12Q: 3 clusters Score -5894784 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95895 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5894918.500000 Penalty: 3729.589355
	Iteration 13Q: 3 clusters Score -5894918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95963 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5895001.000000 Penalty: 3729.589355
	Iteration 14Q: 3 clusters Score -5895001 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95985 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5895039.000000 Penalty: 3729.589355
	Iteration 15Q: 3 clusters Score -5895039 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96010 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5895064.500000 Penalty: 3729.589355
	Iteration 16Q: 3 clusters Score -5895064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96019 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5895082.500000 Penalty: 3729.589355
	Iteration 17Q: 3 clusters Score -5895082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96025 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5895090.500000 Penalty: 3729.589355
	Iteration 18Q: 3 clusters Score -5895090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96028 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5895095.500000 Penalty: 3729.589355
	Iteration 19Q: 3 clusters Score -5895096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96028 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5895093.500000 Penalty: 3729.589355
	Iteration 20F: 3 clusters Score -5895094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96029 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5895094.000000 Penalty: 3729.589355
	Iteration 21Q: 3 clusters Score -5895094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96029 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5895094.000000 Penalty: 3729.589355
	Iteration 22F: 3 clusters Score -5895094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Entering Unmasked Estep 
Score: -1364115.500000 Penalty: 1623.863892
	Iteration 0F: 2 clusters Score -1364116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1349210.000000 Penalty: 3247.727783
	Iteration 0F: 3 clusters Score -1349210 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1354797.500000 Penalty: 3247.727783
	Iteration 1F: 3 clusters Score -1354798 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1355192.250000 Penalty: 3247.727783
	Iteration 2Q: 3 clusters Score -1355192 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1355552.750000 Penalty: 3247.727783
	Iteration 3Q: 3 clusters Score -1355553 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1355896.500000 Penalty: 3247.727783
	Iteration 4Q: 3 clusters Score -1355896 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1356241.500000 Penalty: 3247.727783
	Iteration 5Q: 3 clusters Score -1356242 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1356591.625000 Penalty: 3247.727783
	Iteration 6Q: 3 clusters Score -1356592 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1356947.375000 Penalty: 3247.727783
	Iteration 7Q: 3 clusters Score -1356947 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1357360.875000 Penalty: 3247.727783
	Iteration 8Q: 3 clusters Score -1357361 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1357856.375000 Penalty: 3247.727783
	Iteration 9Q: 3 clusters Score -1357856 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1358450.875000 Penalty: 3247.727783
	Iteration 10Q: 3 clusters Score -1358451 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1359176.000000 Penalty: 3247.727783
	Iteration 11Q: 3 clusters Score -1359176 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1359929.125000 Penalty: 3247.727783
	Iteration 12Q: 3 clusters Score -1359929 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1360646.250000 Penalty: 3247.727783
	Iteration 13Q: 3 clusters Score -1360646 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1361272.250000 Penalty: 3247.727783
	Iteration 14Q: 3 clusters Score -1361272 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1361739.625000 Penalty: 3247.727783
	Iteration 15Q: 3 clusters Score -1361740 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1362099.375000 Penalty: 3247.727783
	Iteration 16Q: 3 clusters Score -1362099 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1362357.750000 Penalty: 3247.727783
	Iteration 17Q: 3 clusters Score -1362358 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1362495.750000 Penalty: 3247.727783
	Iteration 18Q: 3 clusters Score -1362496 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1362590.750000 Penalty: 3247.727783
	Iteration 19Q: 3 clusters Score -1362591 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1362667.375000 Penalty: 3247.727783
	Iteration 20F: 3 clusters Score -1362667 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1362723.000000 Penalty: 3247.727783
	Iteration 21Q: 3 clusters Score -1362723 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1362756.000000 Penalty: 3247.727783
	Iteration 22Q: 3 clusters Score -1362756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1362781.875000 Penalty: 3247.727783
	Iteration 23Q: 3 clusters Score -1362782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1362795.500000 Penalty: 3247.727783
	Iteration 24Q: 3 clusters Score -1362796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1362803.750000 Penalty: 3247.727783
	Iteration 25Q: 3 clusters Score -1362804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1362813.000000 Penalty: 3247.727783
	Iteration 26Q: 3 clusters Score -1362813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1362819.375000 Penalty: 3247.727783
	Iteration 27Q: 3 clusters Score -1362819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1362823.250000 Penalty: 3247.727783
	Iteration 28Q: 3 clusters Score -1362823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1362829.000000 Penalty: 3247.727783
	Iteration 29Q: 3 clusters Score -1362829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1362831.375000 Penalty: 3247.727783
	Iteration 30Q: 3 clusters Score -1362831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1362834.000000 Penalty: 3247.727783
	Iteration 31Q: 3 clusters Score -1362834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1362834.000000 Penalty: 3247.727783
	Iteration 32F: 3 clusters Score -1362834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -7714.706543 Penalty: 827.734375
	Iteration 0F: 2 clusters Score -7714.707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7039.186523 Penalty: 1655.468750
	Iteration 0F: 3 clusters Score -7039.187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7096.431152 Penalty: 1655.468750
	Iteration 1F: 3 clusters Score -7096.431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7119.441406 Penalty: 1655.468750
	Iteration 2Q: 3 clusters Score -7119.441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7135.811523 Penalty: 1655.468750
	Iteration 3Q: 3 clusters Score -7135.812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7147.975098 Penalty: 1655.468750
	Iteration 4Q: 3 clusters Score -7147.975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7147.975098 Penalty: 1655.468750
	Iteration 5F: 3 clusters Score -7147.975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Entering Unmasked Estep 
Score: -2591175.250000 Penalty: 1730.109619
	Iteration 0F: 2 clusters Score -2591175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2563056.500000 Penalty: 3460.219238
	Iteration 0F: 3 clusters Score -2563056 nChanged 19563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -2574274.250000 Penalty: 3460.219238
	Iteration 1F: 3 clusters Score -2574274 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -2575146.000000 Penalty: 3460.219238
	Iteration 2Q: 3 clusters Score -2575146 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -2576190.250000 Penalty: 3460.219238
	Iteration 3F: 3 clusters Score -2576190 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -2577497.250000 Penalty: 3460.219238
	Iteration 4F: 3 clusters Score -2577497 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -2579020.000000 Penalty: 3460.219238
	Iteration 5F: 3 clusters Score -2579020 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -2581022.500000 Penalty: 3460.219238
	Iteration 6F: 3 clusters Score -2581022 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -2583285.250000 Penalty: 3460.219238
	Iteration 7F: 3 clusters Score -2583285 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -2585511.000000 Penalty: 3460.219238
	Iteration 8F: 3 clusters Score -2585511 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -2587145.750000 Penalty: 3460.219238
	Iteration 9Q: 3 clusters Score -2587146 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -2588150.000000 Penalty: 3460.219238
	Iteration 10Q: 3 clusters Score -2588150 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -2588780.750000 Penalty: 3460.219238
	Iteration 11Q: 3 clusters Score -2588781 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -2589139.250000 Penalty: 3460.219238
	Iteration 12Q: 3 clusters Score -2589139 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -2589315.250000 Penalty: 3460.219238
	Iteration 13Q: 3 clusters Score -2589315 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -2589436.500000 Penalty: 3460.219238
	Iteration 14Q: 3 clusters Score -2589436 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -2589510.500000 Penalty: 3460.219238
	Iteration 15Q: 3 clusters Score -2589510 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -2589550.250000 Penalty: 3460.219238
	Iteration 16Q: 3 clusters Score -2589550 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -2589583.000000 Penalty: 3460.219238
	Iteration 17Q: 3 clusters Score -2589583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -2589601.750000 Penalty: 3460.219238
	Iteration 18Q: 3 clusters Score -2589602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -2589625.750000 Penalty: 3460.219238
	Iteration 19Q: 3 clusters Score -2589626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -2589643.500000 Penalty: 3460.219238
	Iteration 20F: 3 clusters Score -2589644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -2589662.500000 Penalty: 3460.219238
	Iteration 21Q: 3 clusters Score -2589662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -2589669.000000 Penalty: 3460.219238
	Iteration 22Q: 3 clusters Score -2589669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -2589674.500000 Penalty: 3460.219238
	Iteration 23Q: 3 clusters Score -2589674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -2589673.500000 Penalty: 3460.219238
	Iteration 24Q: 3 clusters Score -2589674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -2589677.750000 Penalty: 3460.219238
	Iteration 25Q: 3 clusters Score -2589678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -2589677.750000 Penalty: 3460.219238
	Iteration 26F: 3 clusters Score -2589678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Entering Unmasked Estep 
Score: -800106.125000 Penalty: 1543.070801
	Iteration 0F: 2 clusters Score -800106.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -790870.437500 Penalty: 3086.141602
	Iteration 0F: 3 clusters Score -790870.4 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -794220.375000 Penalty: 3086.141602
	Iteration 1F: 3 clusters Score -794220.4 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -794792.562500 Penalty: 3086.141602
	Iteration 2F: 3 clusters Score -794792.6 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -795362.250000 Penalty: 3086.141602
	Iteration 3F: 3 clusters Score -795362.2 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -795913.937500 Penalty: 3086.141602
	Iteration 4F: 3 clusters Score -795913.9 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -796427.250000 Penalty: 3086.141602
	Iteration 5F: 3 clusters Score -796427.2 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -796816.312500 Penalty: 3086.141602
	Iteration 6F: 3 clusters Score -796816.3 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -797156.687500 Penalty: 3086.141602
	Iteration 7Q: 3 clusters Score -797156.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -797522.187500 Penalty: 3086.141602
	Iteration 8Q: 3 clusters Score -797522.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -797964.875000 Penalty: 3086.141602
	Iteration 9Q: 3 clusters Score -797964.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -798409.687500 Penalty: 3086.141602
	Iteration 10Q: 3 clusters Score -798409.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -798735.937500 Penalty: 3086.141602
	Iteration 11Q: 3 clusters Score -798735.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -798913.187500 Penalty: 3086.141602
	Iteration 12Q: 3 clusters Score -798913.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -799002.062500 Penalty: 3086.141602
	Iteration 13Q: 3 clusters Score -799002.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -799059.687500 Penalty: 3086.141602
	Iteration 14Q: 3 clusters Score -799059.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -799097.687500 Penalty: 3086.141602
	Iteration 15Q: 3 clusters Score -799097.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -799128.250000 Penalty: 3086.141602
	Iteration 16Q: 3 clusters Score -799128.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -799150.687500 Penalty: 3086.141602
	Iteration 17Q: 3 clusters Score -799150.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -799173.125000 Penalty: 3086.141602
	Iteration 18Q: 3 clusters Score -799173.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -799192.375000 Penalty: 3086.141602
	Iteration 19Q: 3 clusters Score -799192.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -799209.437500 Penalty: 3086.141602
	Iteration 20F: 3 clusters Score -799209.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -799217.875000 Penalty: 3086.141602
	Iteration 21Q: 3 clusters Score -799217.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -799228.187500 Penalty: 3086.141602
	Iteration 22Q: 3 clusters Score -799228.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -799235.250000 Penalty: 3086.141602
	Iteration 23Q: 3 clusters Score -799235.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -799241.187500 Penalty: 3086.141602
	Iteration 24Q: 3 clusters Score -799241.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -799246.750000 Penalty: 3086.141602
	Iteration 25Q: 3 clusters Score -799246.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -799249.125000 Penalty: 3086.141602
	Iteration 26Q: 3 clusters Score -799249.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -799250.375000 Penalty: 3086.141602
	Iteration 27Q: 3 clusters Score -799250.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -799251.812500 Penalty: 3086.141602
	Iteration 28Q: 3 clusters Score -799251.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -799253.750000 Penalty: 3086.141602
	Iteration 29Q: 3 clusters Score -799253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -799253.875000 Penalty: 3086.141602
	Iteration 30Q: 3 clusters Score -799253.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -799254.562500 Penalty: 3086.141602
	Iteration 31Q: 3 clusters Score -799254.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -799258.687500 Penalty: 3086.141602
	Iteration 32Q: 3 clusters Score -799258.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -799256.937500 Penalty: 3086.141602
	Iteration 33Q: 3 clusters Score -799256.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -799256.937500 Penalty: 3086.141602
	Iteration 34F: 3 clusters Score -799256.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Entering Unmasked Estep 
Score: -534775.125000 Penalty: 1480.603027
	Iteration 0F: 2 clusters Score -534775.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -528264.187500 Penalty: 2961.206055
	Iteration 0F: 3 clusters Score -528264.2 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -530813.750000 Penalty: 2961.206055
	Iteration 1F: 3 clusters Score -530813.8 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -531599.562500 Penalty: 2961.206055
	Iteration 2F: 3 clusters Score -531599.6 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -532326.937500 Penalty: 2961.206055
	Iteration 3F: 3 clusters Score -532326.9 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -532984.250000 Penalty: 2961.206055
	Iteration 4F: 3 clusters Score -532984.2 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -533439.312500 Penalty: 2961.206055
	Iteration 5F: 3 clusters Score -533439.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -533721.000000 Penalty: 2961.206055
	Iteration 6Q: 3 clusters Score -533721 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -533902.437500 Penalty: 2961.206055
	Iteration 7Q: 3 clusters Score -533902.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -533992.000000 Penalty: 2961.206055
	Iteration 8Q: 3 clusters Score -533992 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -534053.062500 Penalty: 2961.206055
	Iteration 9Q: 3 clusters Score -534053.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -534099.500000 Penalty: 2961.206055
	Iteration 10Q: 3 clusters Score -534099.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -534140.687500 Penalty: 2961.206055
	Iteration 11Q: 3 clusters Score -534140.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -534174.125000 Penalty: 2961.206055
	Iteration 12Q: 3 clusters Score -534174.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -534202.312500 Penalty: 2961.206055
	Iteration 13Q: 3 clusters Score -534202.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -534234.000000 Penalty: 2961.206055
	Iteration 14Q: 3 clusters Score -534234 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -534266.312500 Penalty: 2961.206055
	Iteration 15Q: 3 clusters Score -534266.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -534308.750000 Penalty: 2961.206055
	Iteration 16Q: 3 clusters Score -534308.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -534349.937500 Penalty: 2961.206055
	Iteration 17Q: 3 clusters Score -534349.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -534395.125000 Penalty: 2961.206055
	Iteration 18Q: 3 clusters Score -534395.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -534424.750000 Penalty: 2961.206055
	Iteration 19Q: 3 clusters Score -534424.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -534450.687500 Penalty: 2961.206055
	Iteration 20F: 3 clusters Score -534450.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -534471.500000 Penalty: 2961.206055
	Iteration 21Q: 3 clusters Score -534471.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -534485.625000 Penalty: 2961.206055
	Iteration 22Q: 3 clusters Score -534485.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -534494.000000 Penalty: 2961.206055
	Iteration 23Q: 3 clusters Score -534494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -534500.437500 Penalty: 2961.206055
	Iteration 24Q: 3 clusters Score -534500.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -534504.687500 Penalty: 2961.206055
	Iteration 25Q: 3 clusters Score -534504.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -534507.687500 Penalty: 2961.206055
	Iteration 26Q: 3 clusters Score -534507.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -534508.750000 Penalty: 2961.206055
	Iteration 27Q: 3 clusters Score -534508.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -534509.187500 Penalty: 2961.206055
	Iteration 28Q: 3 clusters Score -534509.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -534512.125000 Penalty: 2961.206055
	Iteration 29Q: 3 clusters Score -534512.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -534513.500000 Penalty: 2961.206055
	Iteration 30Q: 3 clusters Score -534513.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -534518.250000 Penalty: 2961.206055
	Iteration 31Q: 3 clusters Score -534518.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -534521.062500 Penalty: 2961.206055
	Iteration 32Q: 3 clusters Score -534521.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -534521.437500 Penalty: 2961.206055
	Iteration 33Q: 3 clusters Score -534521.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -534523.250000 Penalty: 2961.206055
	Iteration 34Q: 3 clusters Score -534523.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -534525.687500 Penalty: 2961.206055
	Iteration 35Q: 3 clusters Score -534525.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -534529.375000 Penalty: 2961.206055
	Iteration 36Q: 3 clusters Score -534529.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -534532.312500 Penalty: 2961.206055
	Iteration 37Q: 3 clusters Score -534532.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -534537.875000 Penalty: 2961.206055
	Iteration 38Q: 3 clusters Score -534537.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -534544.500000 Penalty: 2961.206055
	Iteration 39Q: 3 clusters Score -534544.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -534551.250000 Penalty: 2961.206055
	Iteration 40F: 3 clusters Score -534551.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -534552.375000 Penalty: 2961.206055
	Iteration 41Q: 3 clusters Score -534552.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -534557.187500 Penalty: 2961.206055
	Iteration 42Q: 3 clusters Score -534557.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -534558.187500 Penalty: 2961.206055
	Iteration 43Q: 3 clusters Score -534558.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -534558.562500 Penalty: 2961.206055
	Iteration 44Q: 3 clusters Score -534558.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -534562.937500 Penalty: 2961.206055
	Iteration 45Q: 3 clusters Score -534562.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -534566.625000 Penalty: 2961.206055
	Iteration 46Q: 3 clusters Score -534566.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -534571.062500 Penalty: 2961.206055
	Iteration 47Q: 3 clusters Score -534571.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -534572.437500 Penalty: 2961.206055
	Iteration 48Q: 3 clusters Score -534572.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -534575.875000 Penalty: 2961.206055
	Iteration 49Q: 3 clusters Score -534575.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -534576.875000 Penalty: 2961.206055
	Iteration 50Q: 3 clusters Score -534576.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -534579.125000 Penalty: 2961.206055
	Iteration 51Q: 3 clusters Score -534579.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -534581.312500 Penalty: 2961.206055
	Iteration 52Q: 3 clusters Score -534581.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -534583.062500 Penalty: 2961.206055
	Iteration 53Q: 3 clusters Score -534583.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -534584.562500 Penalty: 2961.206055
	Iteration 54Q: 3 clusters Score -534584.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -534584.375000 Penalty: 2961.206055
	Iteration 55Q: 3 clusters Score -534584.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -534586.062500 Penalty: 2961.206055
	Iteration 56Q: 3 clusters Score -534586.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -534586.687500 Penalty: 2961.206055
	Iteration 57Q: 3 clusters Score -534586.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -534587.625000 Penalty: 2961.206055
	Iteration 58Q: 3 clusters Score -534587.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -534587.625000 Penalty: 2961.206055
	Iteration 59F: 3 clusters Score -534587.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Entering Unmasked Estep 
Score: -646414.875000 Penalty: 1508.492920
	Iteration 0F: 2 clusters Score -646414.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -638652.562500 Penalty: 3016.985840
	Iteration 0F: 3 clusters Score -638652.6 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -641205.000000 Penalty: 3016.985840
	Iteration 1F: 3 clusters Score -641205 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -641487.812500 Penalty: 3016.985840
	Iteration 2F: 3 clusters Score -641487.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -641716.500000 Penalty: 3016.985840
	Iteration 3F: 3 clusters Score -641716.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -641962.625000 Penalty: 3016.985840
	Iteration 4Q: 3 clusters Score -641962.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -642295.812500 Penalty: 3016.985840
	Iteration 5Q: 3 clusters Score -642295.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -642664.875000 Penalty: 3016.985840
	Iteration 6F: 3 clusters Score -642664.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -643068.125000 Penalty: 3016.985840
	Iteration 7F: 3 clusters Score -643068.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -643492.312500 Penalty: 3016.985840
	Iteration 8Q: 3 clusters Score -643492.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -643851.250000 Penalty: 3016.985840
	Iteration 9Q: 3 clusters Score -643851.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -644151.500000 Penalty: 3016.985840
	Iteration 10Q: 3 clusters Score -644151.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -644386.187500 Penalty: 3016.985840
	Iteration 11Q: 3 clusters Score -644386.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -644579.187500 Penalty: 3016.985840
	Iteration 12Q: 3 clusters Score -644579.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -644727.375000 Penalty: 3016.985840
	Iteration 13Q: 3 clusters Score -644727.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -644827.250000 Penalty: 3016.985840
	Iteration 14Q: 3 clusters Score -644827.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -644913.375000 Penalty: 3016.985840
	Iteration 15Q: 3 clusters Score -644913.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -644977.000000 Penalty: 3016.985840
	Iteration 16Q: 3 clusters Score -644977 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -645022.812500 Penalty: 3016.985840
	Iteration 17Q: 3 clusters Score -645022.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -645067.375000 Penalty: 3016.985840
	Iteration 18Q: 3 clusters Score -645067.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -645100.750000 Penalty: 3016.985840
	Iteration 19Q: 3 clusters Score -645100.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -645125.437500 Penalty: 3016.985840
	Iteration 20F: 3 clusters Score -645125.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -645138.062500 Penalty: 3016.985840
	Iteration 21Q: 3 clusters Score -645138.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -645154.375000 Penalty: 3016.985840
	Iteration 22Q: 3 clusters Score -645154.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -645173.125000 Penalty: 3016.985840
	Iteration 23Q: 3 clusters Score -645173.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -645188.062500 Penalty: 3016.985840
	Iteration 24Q: 3 clusters Score -645188.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -645206.250000 Penalty: 3016.985840
	Iteration 25Q: 3 clusters Score -645206.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -645232.875000 Penalty: 3016.985840
	Iteration 26Q: 3 clusters Score -645232.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -645255.625000 Penalty: 3016.985840
	Iteration 27Q: 3 clusters Score -645255.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -645271.562500 Penalty: 3016.985840
	Iteration 28Q: 3 clusters Score -645271.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -645282.250000 Penalty: 3016.985840
	Iteration 29Q: 3 clusters Score -645282.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -645288.875000 Penalty: 3016.985840
	Iteration 30Q: 3 clusters Score -645288.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -645291.937500 Penalty: 3016.985840
	Iteration 31Q: 3 clusters Score -645291.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -645298.437500 Penalty: 3016.985840
	Iteration 32Q: 3 clusters Score -645298.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -645303.937500 Penalty: 3016.985840
	Iteration 33Q: 3 clusters Score -645303.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -645313.875000 Penalty: 3016.985840
	Iteration 34Q: 3 clusters Score -645313.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -645321.437500 Penalty: 3016.985840
	Iteration 35Q: 3 clusters Score -645321.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -645331.125000 Penalty: 3016.985840
	Iteration 36Q: 3 clusters Score -645331.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -645345.062500 Penalty: 3016.985840
	Iteration 37Q: 3 clusters Score -645345.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -645355.937500 Penalty: 3016.985840
	Iteration 38Q: 3 clusters Score -645355.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -645368.187500 Penalty: 3016.985840
	Iteration 39Q: 3 clusters Score -645368.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -645382.062500 Penalty: 3016.985840
	Iteration 40F: 3 clusters Score -645382.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -645397.875000 Penalty: 3016.985840
	Iteration 41Q: 3 clusters Score -645397.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -645409.687500 Penalty: 3016.985840
	Iteration 42Q: 3 clusters Score -645409.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -645433.125000 Penalty: 3016.985840
	Iteration 43Q: 3 clusters Score -645433.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -645454.750000 Penalty: 3016.985840
	Iteration 44Q: 3 clusters Score -645454.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -645487.312500 Penalty: 3016.985840
	Iteration 45Q: 3 clusters Score -645487.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -645516.812500 Penalty: 3016.985840
	Iteration 46Q: 3 clusters Score -645516.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -645545.625000 Penalty: 3016.985840
	Iteration 47Q: 3 clusters Score -645545.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -645574.437500 Penalty: 3016.985840
	Iteration 48Q: 3 clusters Score -645574.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -645606.187500 Penalty: 3016.985840
	Iteration 49Q: 3 clusters Score -645606.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -645635.812500 Penalty: 3016.985840
	Iteration 50Q: 3 clusters Score -645635.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -645665.875000 Penalty: 3016.985840
	Iteration 51Q: 3 clusters Score -645665.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -645691.750000 Penalty: 3016.985840
	Iteration 52Q: 3 clusters Score -645691.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -645721.125000 Penalty: 3016.985840
	Iteration 53Q: 3 clusters Score -645721.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -645748.000000 Penalty: 3016.985840
	Iteration 54Q: 3 clusters Score -645748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -645771.187500 Penalty: 3016.985840
	Iteration 55Q: 3 clusters Score -645771.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -645784.500000 Penalty: 3016.985840
	Iteration 56Q: 3 clusters Score -645784.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -645791.437500 Penalty: 3016.985840
	Iteration 57Q: 3 clusters Score -645791.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -645796.125000 Penalty: 3016.985840
	Iteration 58Q: 3 clusters Score -645796.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -645799.187500 Penalty: 3016.985840
	Iteration 59Q: 3 clusters Score -645799.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -645821.812500 Penalty: 3016.985840
	Iteration 60F: 3 clusters Score -645821.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -645842.875000 Penalty: 3016.985840
	Iteration 61Q: 3 clusters Score -645842.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -645858.937500 Penalty: 3016.985840
	Iteration 62Q: 3 clusters Score -645858.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -645873.375000 Penalty: 3016.985840
	Iteration 63Q: 3 clusters Score -645873.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -645889.312500 Penalty: 3016.985840
	Iteration 64Q: 3 clusters Score -645889.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -645907.187500 Penalty: 3016.985840
	Iteration 65Q: 3 clusters Score -645907.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -645922.437500 Penalty: 3016.985840
	Iteration 66Q: 3 clusters Score -645922.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -645938.000000 Penalty: 3016.985840
	Iteration 67Q: 3 clusters Score -645938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -645950.125000 Penalty: 3016.985840
	Iteration 68Q: 3 clusters Score -645950.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -645956.937500 Penalty: 3016.985840
	Iteration 69Q: 3 clusters Score -645956.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -645965.500000 Penalty: 3016.985840
	Iteration 70Q: 3 clusters Score -645965.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -645970.375000 Penalty: 3016.985840
	Iteration 71Q: 3 clusters Score -645970.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -645979.062500 Penalty: 3016.985840
	Iteration 72Q: 3 clusters Score -645979.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -645983.000000 Penalty: 3016.985840
	Iteration 73Q: 3 clusters Score -645983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -645983.937500 Penalty: 3016.985840
	Iteration 74Q: 3 clusters Score -645983.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -645987.750000 Penalty: 3016.985840
	Iteration 75Q: 3 clusters Score -645987.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -645989.437500 Penalty: 3016.985840
	Iteration 76Q: 3 clusters Score -645989.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -645989.312500 Penalty: 3016.985840
	Iteration 77Q: 3 clusters Score -645989.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -645991.312500 Penalty: 3016.985840
	Iteration 78Q: 3 clusters Score -645991.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -645989.437500 Penalty: 3016.985840
	Iteration 79Q: 3 clusters Score -645989.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -645989.562500 Penalty: 3016.985840
	Iteration 80F: 3 clusters Score -645989.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -645990.812500 Penalty: 3016.985840
	Iteration 81Q: 3 clusters Score -645990.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -645992.062500 Penalty: 3016.985840
	Iteration 82Q: 3 clusters Score -645992.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -645992.562500 Penalty: 3016.985840
	Iteration 83Q: 3 clusters Score -645992.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -645997.187500 Penalty: 3016.985840
	Iteration 84Q: 3 clusters Score -645997.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -645997.812500 Penalty: 3016.985840
	Iteration 85Q: 3 clusters Score -645997.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -646000.250000 Penalty: 3016.985840
	Iteration 86Q: 3 clusters Score -646000.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -646000.750000 Penalty: 3016.985840
	Iteration 87Q: 3 clusters Score -646000.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -646002.312500 Penalty: 3016.985840
	Iteration 88Q: 3 clusters Score -646002.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -646003.250000 Penalty: 3016.985840
	Iteration 89Q: 3 clusters Score -646003.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -646003.500000 Penalty: 3016.985840
	Iteration 90Q: 3 clusters Score -646003.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -646002.000000 Penalty: 3016.985840
	Iteration 91Q: 3 clusters Score -646002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -646003.062500 Penalty: 3016.985840
	Iteration 92Q: 3 clusters Score -646003.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -646004.687500 Penalty: 3016.985840
	Iteration 93Q: 3 clusters Score -646004.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -646005.000000 Penalty: 3016.985840
	Iteration 94Q: 3 clusters Score -646005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -646006.375000 Penalty: 3016.985840
	Iteration 95Q: 3 clusters Score -646006.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -646006.375000 Penalty: 3016.985840
	Iteration 96F: 3 clusters Score -646006.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Entering Unmasked Estep 
Score: -264744.312500 Penalty: 1370.105347
	Iteration 0F: 2 clusters Score -264744.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -261041.250000 Penalty: 2740.210693
	Iteration 0F: 3 clusters Score -261041.2 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -262097.265625 Penalty: 2740.210693
	Iteration 1F: 3 clusters Score -262097.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -262351.625000 Penalty: 2740.210693
	Iteration 2F: 3 clusters Score -262351.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -262587.750000 Penalty: 2740.210693
	Iteration 3F: 3 clusters Score -262587.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -262844.718750 Penalty: 2740.210693
	Iteration 4F: 3 clusters Score -262844.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -263103.312500 Penalty: 2740.210693
	Iteration 5F: 3 clusters Score -263103.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -263319.750000 Penalty: 2740.210693
	Iteration 6F: 3 clusters Score -263319.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -263501.812500 Penalty: 2740.210693
	Iteration 7Q: 3 clusters Score -263501.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -263661.406250 Penalty: 2740.210693
	Iteration 8Q: 3 clusters Score -263661.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -263792.593750 Penalty: 2740.210693
	Iteration 9Q: 3 clusters Score -263792.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -263885.406250 Penalty: 2740.210693
	Iteration 10Q: 3 clusters Score -263885.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -263953.781250 Penalty: 2740.210693
	Iteration 11Q: 3 clusters Score -263953.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -264002.531250 Penalty: 2740.210693
	Iteration 12Q: 3 clusters Score -264002.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -264029.500000 Penalty: 2740.210693
	Iteration 13Q: 3 clusters Score -264029.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -264044.656250 Penalty: 2740.210693
	Iteration 14Q: 3 clusters Score -264044.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -264052.625000 Penalty: 2740.210693
	Iteration 15Q: 3 clusters Score -264052.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -264058.218750 Penalty: 2740.210693
	Iteration 16Q: 3 clusters Score -264058.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -264063.406250 Penalty: 2740.210693
	Iteration 17Q: 3 clusters Score -264063.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -264068.781250 Penalty: 2740.210693
	Iteration 18Q: 3 clusters Score -264068.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -264074.968750 Penalty: 2740.210693
	Iteration 19Q: 3 clusters Score -264075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -264084.968750 Penalty: 2740.210693
	Iteration 20F: 3 clusters Score -264085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -264100.343750 Penalty: 2740.210693
	Iteration 21Q: 3 clusters Score -264100.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -264120.281250 Penalty: 2740.210693
	Iteration 22Q: 3 clusters Score -264120.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -264149.093750 Penalty: 2740.210693
	Iteration 23Q: 3 clusters Score -264149.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -264193.375000 Penalty: 2740.210693
	Iteration 24Q: 3 clusters Score -264193.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -264231.343750 Penalty: 2740.210693
	Iteration 25Q: 3 clusters Score -264231.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -264261.718750 Penalty: 2740.210693
	Iteration 26Q: 3 clusters Score -264261.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -264285.187500 Penalty: 2740.210693
	Iteration 27Q: 3 clusters Score -264285.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -264294.562500 Penalty: 2740.210693
	Iteration 28Q: 3 clusters Score -264294.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -264299.718750 Penalty: 2740.210693
	Iteration 29Q: 3 clusters Score -264299.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -264303.531250 Penalty: 2740.210693
	Iteration 30Q: 3 clusters Score -264303.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -264308.125000 Penalty: 2740.210693
	Iteration 31Q: 3 clusters Score -264308.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -264312.968750 Penalty: 2740.210693
	Iteration 32Q: 3 clusters Score -264313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -264317.718750 Penalty: 2740.210693
	Iteration 33Q: 3 clusters Score -264317.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -264322.531250 Penalty: 2740.210693
	Iteration 34Q: 3 clusters Score -264322.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -264326.343750 Penalty: 2740.210693
	Iteration 35Q: 3 clusters Score -264326.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -264331.468750 Penalty: 2740.210693
	Iteration 36Q: 3 clusters Score -264331.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -264335.906250 Penalty: 2740.210693
	Iteration 37Q: 3 clusters Score -264335.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -264339.343750 Penalty: 2740.210693
	Iteration 38Q: 3 clusters Score -264339.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -264341.843750 Penalty: 2740.210693
	Iteration 39Q: 3 clusters Score -264341.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -264345.406250 Penalty: 2740.210693
	Iteration 40F: 3 clusters Score -264345.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -264346.843750 Penalty: 2740.210693
	Iteration 41Q: 3 clusters Score -264346.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -264348.062500 Penalty: 2740.210693
	Iteration 42Q: 3 clusters Score -264348.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -264349.968750 Penalty: 2740.210693
	Iteration 43Q: 3 clusters Score -264350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -264351.562500 Penalty: 2740.210693
	Iteration 44Q: 3 clusters Score -264351.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -264354.375000 Penalty: 2740.210693
	Iteration 45Q: 3 clusters Score -264354.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -264358.562500 Penalty: 2740.210693
	Iteration 46Q: 3 clusters Score -264358.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -264362.656250 Penalty: 2740.210693
	Iteration 47Q: 3 clusters Score -264362.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -264367.312500 Penalty: 2740.210693
	Iteration 48Q: 3 clusters Score -264367.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -264369.312500 Penalty: 2740.210693
	Iteration 49Q: 3 clusters Score -264369.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -264370.156250 Penalty: 2740.210693
	Iteration 50Q: 3 clusters Score -264370.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -264370.156250 Penalty: 2740.210693
	Iteration 51F: 3 clusters Score -264370.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -1015866.875000 Penalty: 1568.900146
	Iteration 0F: 2 clusters Score -1015867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1005280.562500 Penalty: 3137.800293
	Iteration 0F: 3 clusters Score -1005281 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1009270.687500 Penalty: 3137.800293
	Iteration 1F: 3 clusters Score -1009271 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1009879.125000 Penalty: 3137.800293
	Iteration 2F: 3 clusters Score -1009879 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1010601.750000 Penalty: 3137.800293
	Iteration 3F: 3 clusters Score -1010602 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1011378.500000 Penalty: 3137.800293
	Iteration 4F: 3 clusters Score -1011378 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1012198.125000 Penalty: 3137.800293
	Iteration 5F: 3 clusters Score -1012198 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1012924.875000 Penalty: 3137.800293
	Iteration 6F: 3 clusters Score -1012925 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1013511.125000 Penalty: 3137.800293
	Iteration 7Q: 3 clusters Score -1013511 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1013891.687500 Penalty: 3137.800293
	Iteration 8Q: 3 clusters Score -1013892 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1014127.500000 Penalty: 3137.800293
	Iteration 9Q: 3 clusters Score -1014128 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1014270.125000 Penalty: 3137.800293
	Iteration 10Q: 3 clusters Score -1014270 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -1014359.875000 Penalty: 3137.800293
	Iteration 11Q: 3 clusters Score -1014360 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1014413.562500 Penalty: 3137.800293
	Iteration 12Q: 3 clusters Score -1014414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1014446.125000 Penalty: 3137.800293
	Iteration 13Q: 3 clusters Score -1014446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1014470.125000 Penalty: 3137.800293
	Iteration 14Q: 3 clusters Score -1014470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1014486.375000 Penalty: 3137.800293
	Iteration 15Q: 3 clusters Score -1014486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1014496.125000 Penalty: 3137.800293
	Iteration 16Q: 3 clusters Score -1014496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1014510.000000 Penalty: 3137.800293
	Iteration 17Q: 3 clusters Score -1014510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -1014515.437500 Penalty: 3137.800293
	Iteration 18Q: 3 clusters Score -1014515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1014516.625000 Penalty: 3137.800293
	Iteration 19Q: 3 clusters Score -1014517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1014519.562500 Penalty: 3137.800293
	Iteration 20F: 3 clusters Score -1014520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1014518.312500 Penalty: 3137.800293
	Iteration 21Q: 3 clusters Score -1014518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1014524.000000 Penalty: 3137.800293
	Iteration 22Q: 3 clusters Score -1014524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1014525.375000 Penalty: 3137.800293
	Iteration 23Q: 3 clusters Score -1014525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1014527.250000 Penalty: 3137.800293
	Iteration 24Q: 3 clusters Score -1014527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1014531.812500 Penalty: 3137.800293
	Iteration 25Q: 3 clusters Score -1014532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1014532.750000 Penalty: 3137.800293
	Iteration 26Q: 3 clusters Score -1014533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1014532.750000 Penalty: 3137.800293
	Iteration 27F: 3 clusters Score -1014533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Entering Unmasked Estep 
Score: -740231.500000 Penalty: 1530.887207
	Iteration 0F: 2 clusters Score -740231.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -731555.562500 Penalty: 3061.774414
	Iteration 0F: 3 clusters Score -731555.6 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -734554.375000 Penalty: 3061.774414
	Iteration 1F: 3 clusters Score -734554.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -734880.687500 Penalty: 3061.774414
	Iteration 2F: 3 clusters Score -734880.7 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -735232.812500 Penalty: 3061.774414
	Iteration 3F: 3 clusters Score -735232.8 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -735603.000000 Penalty: 3061.774414
	Iteration 4F: 3 clusters Score -735603 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -735928.000000 Penalty: 3061.774414
	Iteration 5F: 3 clusters Score -735928 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -736199.000000 Penalty: 3061.774414
	Iteration 6Q: 3 clusters Score -736199 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -736500.125000 Penalty: 3061.774414
	Iteration 7Q: 3 clusters Score -736500.1 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -736808.937500 Penalty: 3061.774414
	Iteration 8Q: 3 clusters Score -736808.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -737127.562500 Penalty: 3061.774414
	Iteration 9Q: 3 clusters Score -737127.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -737496.250000 Penalty: 3061.774414
	Iteration 10Q: 3 clusters Score -737496.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -737910.875000 Penalty: 3061.774414
	Iteration 11Q: 3 clusters Score -737910.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -738294.062500 Penalty: 3061.774414
	Iteration 12Q: 3 clusters Score -738294.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -738644.250000 Penalty: 3061.774414
	Iteration 13Q: 3 clusters Score -738644.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -738957.562500 Penalty: 3061.774414
	Iteration 14Q: 3 clusters Score -738957.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -739200.500000 Penalty: 3061.774414
	Iteration 15Q: 3 clusters Score -739200.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -739346.062500 Penalty: 3061.774414
	Iteration 16Q: 3 clusters Score -739346.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -739421.875000 Penalty: 3061.774414
	Iteration 17Q: 3 clusters Score -739421.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -739475.187500 Penalty: 3061.774414
	Iteration 18Q: 3 clusters Score -739475.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -739523.000000 Penalty: 3061.774414
	Iteration 19Q: 3 clusters Score -739523 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -739566.437500 Penalty: 3061.774414
	Iteration 20F: 3 clusters Score -739566.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -739594.375000 Penalty: 3061.774414
	Iteration 21Q: 3 clusters Score -739594.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -739630.625000 Penalty: 3061.774414
	Iteration 22Q: 3 clusters Score -739630.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -739667.687500 Penalty: 3061.774414
	Iteration 23Q: 3 clusters Score -739667.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -739717.312500 Penalty: 3061.774414
	Iteration 24Q: 3 clusters Score -739717.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -739780.750000 Penalty: 3061.774414
	Iteration 25Q: 3 clusters Score -739780.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -739846.187500 Penalty: 3061.774414
	Iteration 26Q: 3 clusters Score -739846.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -739892.000000 Penalty: 3061.774414
	Iteration 27Q: 3 clusters Score -739892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -739925.125000 Penalty: 3061.774414
	Iteration 28Q: 3 clusters Score -739925.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -739948.375000 Penalty: 3061.774414
	Iteration 29Q: 3 clusters Score -739948.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -739961.500000 Penalty: 3061.774414
	Iteration 30Q: 3 clusters Score -739961.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -739967.625000 Penalty: 3061.774414
	Iteration 31Q: 3 clusters Score -739967.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -739971.437500 Penalty: 3061.774414
	Iteration 32Q: 3 clusters Score -739971.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -739971.812500 Penalty: 3061.774414
	Iteration 33Q: 3 clusters Score -739971.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -739973.187500 Penalty: 3061.774414
	Iteration 34Q: 3 clusters Score -739973.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -739973.500000 Penalty: 3061.774414
	Iteration 35Q: 3 clusters Score -739973.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -739972.687500 Penalty: 3061.774414
	Iteration 36Q: 3 clusters Score -739972.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -739972.687500 Penalty: 3061.774414
	Iteration 37F: 3 clusters Score -739972.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -149403.406250 Penalty: 1286.125366
	Iteration 0F: 2 clusters Score -149403.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -146849.218750 Penalty: 2572.250732
	Iteration 0F: 3 clusters Score -146849.2 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -147522.640625 Penalty: 2572.250732
	Iteration 1F: 3 clusters Score -147522.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -147738.796875 Penalty: 2572.250732
	Iteration 2F: 3 clusters Score -147738.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -147920.171875 Penalty: 2572.250732
	Iteration 3F: 3 clusters Score -147920.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -148051.968750 Penalty: 2572.250732
	Iteration 4F: 3 clusters Score -148052 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -148162.062500 Penalty: 2572.250732
	Iteration 5Q: 3 clusters Score -148162.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -148248.218750 Penalty: 2572.250732
	Iteration 6Q: 3 clusters Score -148248.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -148331.734375 Penalty: 2572.250732
	Iteration 7Q: 3 clusters Score -148331.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -148394.218750 Penalty: 2572.250732
	Iteration 8Q: 3 clusters Score -148394.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -148450.890625 Penalty: 2572.250732
	Iteration 9Q: 3 clusters Score -148450.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -148511.703125 Penalty: 2572.250732
	Iteration 10Q: 3 clusters Score -148511.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -148579.531250 Penalty: 2572.250732
	Iteration 11Q: 3 clusters Score -148579.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -148636.437500 Penalty: 2572.250732
	Iteration 12Q: 3 clusters Score -148636.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -148690.343750 Penalty: 2572.250732
	Iteration 13Q: 3 clusters Score -148690.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -148737.390625 Penalty: 2572.250732
	Iteration 14Q: 3 clusters Score -148737.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -148764.062500 Penalty: 2572.250732
	Iteration 15Q: 3 clusters Score -148764.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -148789.937500 Penalty: 2572.250732
	Iteration 16Q: 3 clusters Score -148789.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -148818.109375 Penalty: 2572.250732
	Iteration 17Q: 3 clusters Score -148818.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -148841.937500 Penalty: 2572.250732
	Iteration 18Q: 3 clusters Score -148841.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -148867.906250 Penalty: 2572.250732
	Iteration 19Q: 3 clusters Score -148867.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -148893.359375 Penalty: 2572.250732
	Iteration 20F: 3 clusters Score -148893.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -148922.609375 Penalty: 2572.250732
	Iteration 21Q: 3 clusters Score -148922.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -148950.984375 Penalty: 2572.250732
	Iteration 22Q: 3 clusters Score -148951 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -148971.421875 Penalty: 2572.250732
	Iteration 23Q: 3 clusters Score -148971.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -148992.078125 Penalty: 2572.250732
	Iteration 24Q: 3 clusters Score -148992.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -149016.625000 Penalty: 2572.250732
	Iteration 25Q: 3 clusters Score -149016.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -149045.234375 Penalty: 2572.250732
	Iteration 26Q: 3 clusters Score -149045.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -149080.187500 Penalty: 2572.250732
	Iteration 27Q: 3 clusters Score -149080.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -149107.468750 Penalty: 2572.250732
	Iteration 28Q: 3 clusters Score -149107.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -149118.468750 Penalty: 2572.250732
	Iteration 29Q: 3 clusters Score -149118.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -149122.234375 Penalty: 2572.250732
	Iteration 30Q: 3 clusters Score -149122.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -149124.390625 Penalty: 2572.250732
	Iteration 31Q: 3 clusters Score -149124.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -149125.703125 Penalty: 2572.250732
	Iteration 32Q: 3 clusters Score -149125.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -149126.937500 Penalty: 2572.250732
	Iteration 33Q: 3 clusters Score -149126.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -149127.640625 Penalty: 2572.250732
	Iteration 34Q: 3 clusters Score -149127.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -149127.421875 Penalty: 2572.250732
	Iteration 35Q: 3 clusters Score -149127.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -149127.875000 Penalty: 2572.250732
	Iteration 36Q: 3 clusters Score -149127.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -149128.562500 Penalty: 2572.250732
	Iteration 37Q: 3 clusters Score -149128.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -149128.421875 Penalty: 2572.250732
	Iteration 38Q: 3 clusters Score -149128.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -149128.421875 Penalty: 2572.250732
	Iteration 39F: 3 clusters Score -149128.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Entering Unmasked Estep 
Score: -137335.468750 Penalty: 1262.866943
	Iteration 0F: 2 clusters Score -137335.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -135008.968750 Penalty: 2525.733887
	Iteration 0F: 3 clusters Score -135009 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -135508.734375 Penalty: 2525.733887
	Iteration 1F: 3 clusters Score -135508.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -135606.109375 Penalty: 2525.733887
	Iteration 2F: 3 clusters Score -135606.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -135657.625000 Penalty: 2525.733887
	Iteration 3Q: 3 clusters Score -135657.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -135696.156250 Penalty: 2525.733887
	Iteration 4Q: 3 clusters Score -135696.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -135721.953125 Penalty: 2525.733887
	Iteration 5Q: 3 clusters Score -135722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -135741.453125 Penalty: 2525.733887
	Iteration 6Q: 3 clusters Score -135741.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -135753.343750 Penalty: 2525.733887
	Iteration 7Q: 3 clusters Score -135753.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -135759.968750 Penalty: 2525.733887
	Iteration 8Q: 3 clusters Score -135760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -135770.875000 Penalty: 2525.733887
	Iteration 9Q: 3 clusters Score -135770.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -135780.875000 Penalty: 2525.733887
	Iteration 10Q: 3 clusters Score -135780.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -135792.484375 Penalty: 2525.733887
	Iteration 11Q: 3 clusters Score -135792.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -135803.484375 Penalty: 2525.733887
	Iteration 12Q: 3 clusters Score -135803.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -135810.562500 Penalty: 2525.733887
	Iteration 13Q: 3 clusters Score -135810.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -135818.656250 Penalty: 2525.733887
	Iteration 14Q: 3 clusters Score -135818.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -135826.921875 Penalty: 2525.733887
	Iteration 15Q: 3 clusters Score -135826.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -135837.937500 Penalty: 2525.733887
	Iteration 16Q: 3 clusters Score -135837.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -135846.875000 Penalty: 2525.733887
	Iteration 17Q: 3 clusters Score -135846.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -135854.625000 Penalty: 2525.733887
	Iteration 18Q: 3 clusters Score -135854.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -135860.218750 Penalty: 2525.733887
	Iteration 19Q: 3 clusters Score -135860.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -135863.656250 Penalty: 2525.733887
	Iteration 20F: 3 clusters Score -135863.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -135865.625000 Penalty: 2525.733887
	Iteration 21Q: 3 clusters Score -135865.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -135867.203125 Penalty: 2525.733887
	Iteration 22Q: 3 clusters Score -135867.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -135868.984375 Penalty: 2525.733887
	Iteration 23Q: 3 clusters Score -135869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -135871.828125 Penalty: 2525.733887
	Iteration 24Q: 3 clusters Score -135871.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -135874.296875 Penalty: 2525.733887
	Iteration 25Q: 3 clusters Score -135874.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -135875.437500 Penalty: 2525.733887
	Iteration 26Q: 3 clusters Score -135875.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -135875.687500 Penalty: 2525.733887
	Iteration 27Q: 3 clusters Score -135875.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -135875.687500 Penalty: 2525.733887
	Iteration 28F: 3 clusters Score -135875.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Entering Unmasked Estep 
Score: -290103.406250 Penalty: 1382.279297
	Iteration 0F: 2 clusters Score -290103.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -286178.718750 Penalty: 2764.558594
	Iteration 0F: 3 clusters Score -286178.7 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -287292.312500 Penalty: 2764.558594
	Iteration 1F: 3 clusters Score -287292.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -287524.750000 Penalty: 2764.558594
	Iteration 2F: 3 clusters Score -287524.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -287734.062500 Penalty: 2764.558594
	Iteration 3F: 3 clusters Score -287734.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -287942.000000 Penalty: 2764.558594
	Iteration 4F: 3 clusters Score -287942 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -288115.500000 Penalty: 2764.558594
	Iteration 5F: 3 clusters Score -288115.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -288292.250000 Penalty: 2764.558594
	Iteration 6F: 3 clusters Score -288292.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -288435.125000 Penalty: 2764.558594
	Iteration 7Q: 3 clusters Score -288435.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -288538.843750 Penalty: 2764.558594
	Iteration 8Q: 3 clusters Score -288538.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -288612.531250 Penalty: 2764.558594
	Iteration 9Q: 3 clusters Score -288612.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -288666.218750 Penalty: 2764.558594
	Iteration 10Q: 3 clusters Score -288666.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -288719.062500 Penalty: 2764.558594
	Iteration 11Q: 3 clusters Score -288719.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -288760.625000 Penalty: 2764.558594
	Iteration 12Q: 3 clusters Score -288760.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -288785.781250 Penalty: 2764.558594
	Iteration 13Q: 3 clusters Score -288785.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -288805.625000 Penalty: 2764.558594
	Iteration 14Q: 3 clusters Score -288805.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -288817.250000 Penalty: 2764.558594
	Iteration 15Q: 3 clusters Score -288817.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -288826.250000 Penalty: 2764.558594
	Iteration 16Q: 3 clusters Score -288826.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -288837.562500 Penalty: 2764.558594
	Iteration 17Q: 3 clusters Score -288837.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -288852.093750 Penalty: 2764.558594
	Iteration 18Q: 3 clusters Score -288852.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -288866.312500 Penalty: 2764.558594
	Iteration 19Q: 3 clusters Score -288866.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -288878.156250 Penalty: 2764.558594
	Iteration 20F: 3 clusters Score -288878.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -288885.218750 Penalty: 2764.558594
	Iteration 21Q: 3 clusters Score -288885.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -288895.406250 Penalty: 2764.558594
	Iteration 22Q: 3 clusters Score -288895.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -288901.937500 Penalty: 2764.558594
	Iteration 23Q: 3 clusters Score -288901.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -288909.312500 Penalty: 2764.558594
	Iteration 24Q: 3 clusters Score -288909.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -288916.437500 Penalty: 2764.558594
	Iteration 25Q: 3 clusters Score -288916.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -288927.812500 Penalty: 2764.558594
	Iteration 26Q: 3 clusters Score -288927.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -288940.718750 Penalty: 2764.558594
	Iteration 27Q: 3 clusters Score -288940.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -288949.875000 Penalty: 2764.558594
	Iteration 28Q: 3 clusters Score -288949.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -288957.718750 Penalty: 2764.558594
	Iteration 29Q: 3 clusters Score -288957.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -288962.875000 Penalty: 2764.558594
	Iteration 30Q: 3 clusters Score -288962.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -288968.500000 Penalty: 2764.558594
	Iteration 31Q: 3 clusters Score -288968.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -288973.875000 Penalty: 2764.558594
	Iteration 32Q: 3 clusters Score -288973.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -288977.593750 Penalty: 2764.558594
	Iteration 33Q: 3 clusters Score -288977.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -288981.781250 Penalty: 2764.558594
	Iteration 34Q: 3 clusters Score -288981.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -288988.125000 Penalty: 2764.558594
	Iteration 35Q: 3 clusters Score -288988.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -288994.531250 Penalty: 2764.558594
	Iteration 36Q: 3 clusters Score -288994.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -289002.187500 Penalty: 2764.558594
	Iteration 37Q: 3 clusters Score -289002.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -289009.843750 Penalty: 2764.558594
	Iteration 38Q: 3 clusters Score -289009.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -289017.312500 Penalty: 2764.558594
	Iteration 39Q: 3 clusters Score -289017.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -289023.437500 Penalty: 2764.558594
	Iteration 40F: 3 clusters Score -289023.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -289029.125000 Penalty: 2764.558594
	Iteration 41Q: 3 clusters Score -289029.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -289036.031250 Penalty: 2764.558594
	Iteration 42Q: 3 clusters Score -289036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -289040.718750 Penalty: 2764.558594
	Iteration 43Q: 3 clusters Score -289040.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -289046.750000 Penalty: 2764.558594
	Iteration 44Q: 3 clusters Score -289046.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -289052.562500 Penalty: 2764.558594
	Iteration 45Q: 3 clusters Score -289052.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -289057.312500 Penalty: 2764.558594
	Iteration 46Q: 3 clusters Score -289057.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -289063.687500 Penalty: 2764.558594
	Iteration 47Q: 3 clusters Score -289063.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -289067.437500 Penalty: 2764.558594
	Iteration 48Q: 3 clusters Score -289067.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -289071.500000 Penalty: 2764.558594
	Iteration 49Q: 3 clusters Score -289071.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -289080.187500 Penalty: 2764.558594
	Iteration 50Q: 3 clusters Score -289080.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -289084.343750 Penalty: 2764.558594
	Iteration 51Q: 3 clusters Score -289084.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -289087.687500 Penalty: 2764.558594
	Iteration 52Q: 3 clusters Score -289087.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -289088.375000 Penalty: 2764.558594
	Iteration 53Q: 3 clusters Score -289088.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -289090.375000 Penalty: 2764.558594
	Iteration 54Q: 3 clusters Score -289090.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -289093.625000 Penalty: 2764.558594
	Iteration 55Q: 3 clusters Score -289093.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -289097.937500 Penalty: 2764.558594
	Iteration 56Q: 3 clusters Score -289097.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -289102.000000 Penalty: 2764.558594
	Iteration 57Q: 3 clusters Score -289102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -289112.656250 Penalty: 2764.558594
	Iteration 58Q: 3 clusters Score -289112.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -289122.031250 Penalty: 2764.558594
	Iteration 59Q: 3 clusters Score -289122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -289134.375000 Penalty: 2764.558594
	Iteration 60F: 3 clusters Score -289134.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -289148.343750 Penalty: 2764.558594
	Iteration 61Q: 3 clusters Score -289148.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -289162.375000 Penalty: 2764.558594
	Iteration 62Q: 3 clusters Score -289162.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -289171.156250 Penalty: 2764.558594
	Iteration 63Q: 3 clusters Score -289171.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -289176.218750 Penalty: 2764.558594
	Iteration 64Q: 3 clusters Score -289176.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -289180.968750 Penalty: 2764.558594
	Iteration 65Q: 3 clusters Score -289181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -289185.468750 Penalty: 2764.558594
	Iteration 66Q: 3 clusters Score -289185.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -289195.281250 Penalty: 2764.558594
	Iteration 67Q: 3 clusters Score -289195.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -289202.593750 Penalty: 2764.558594
	Iteration 68Q: 3 clusters Score -289202.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -289206.656250 Penalty: 2764.558594
	Iteration 69Q: 3 clusters Score -289206.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -289209.750000 Penalty: 2764.558594
	Iteration 70Q: 3 clusters Score -289209.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -289213.218750 Penalty: 2764.558594
	Iteration 71Q: 3 clusters Score -289213.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -289215.656250 Penalty: 2764.558594
	Iteration 72Q: 3 clusters Score -289215.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -289217.843750 Penalty: 2764.558594
	Iteration 73Q: 3 clusters Score -289217.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -289219.437500 Penalty: 2764.558594
	Iteration 74Q: 3 clusters Score -289219.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -289220.437500 Penalty: 2764.558594
	Iteration 75Q: 3 clusters Score -289220.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -289221.656250 Penalty: 2764.558594
	Iteration 76Q: 3 clusters Score -289221.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -289222.750000 Penalty: 2764.558594
	Iteration 77Q: 3 clusters Score -289222.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -289222.843750 Penalty: 2764.558594
	Iteration 78Q: 3 clusters Score -289222.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -289222.625000 Penalty: 2764.558594
	Iteration 79Q: 3 clusters Score -289222.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -289223.125000 Penalty: 2764.558594
	Iteration 80F: 3 clusters Score -289223.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -289224.468750 Penalty: 2764.558594
	Iteration 81Q: 3 clusters Score -289224.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -289226.250000 Penalty: 2764.558594
	Iteration 82Q: 3 clusters Score -289226.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -289226.250000 Penalty: 2764.558594
	Iteration 83F: 3 clusters Score -289226.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Entering Unmasked Estep 
Score: -685279.750000 Penalty: 1517.401123
	Iteration 0F: 2 clusters Score -685279.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -677300.000000 Penalty: 3034.802246
	Iteration 0F: 3 clusters Score -677300 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -680562.000000 Penalty: 3034.802246
	Iteration 1F: 3 clusters Score -680562 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -681723.062500 Penalty: 3034.802246
	Iteration 2F: 3 clusters Score -681723.1 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -682802.062500 Penalty: 3034.802246
	Iteration 3F: 3 clusters Score -682802.1 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -683625.812500 Penalty: 3034.802246
	Iteration 4F: 3 clusters Score -683625.8 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -684192.062500 Penalty: 3034.802246
	Iteration 5F: 3 clusters Score -684192.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -684534.187500 Penalty: 3034.802246
	Iteration 6Q: 3 clusters Score -684534.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -684706.812500 Penalty: 3034.802246
	Iteration 7Q: 3 clusters Score -684706.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -684821.500000 Penalty: 3034.802246
	Iteration 8Q: 3 clusters Score -684821.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -684898.437500 Penalty: 3034.802246
	Iteration 9Q: 3 clusters Score -684898.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -684979.937500 Penalty: 3034.802246
	Iteration 10Q: 3 clusters Score -684979.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -685053.125000 Penalty: 3034.802246
	Iteration 11Q: 3 clusters Score -685053.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -685129.875000 Penalty: 3034.802246
	Iteration 12Q: 3 clusters Score -685129.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -685208.625000 Penalty: 3034.802246
	Iteration 13Q: 3 clusters Score -685208.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -685299.625000 Penalty: 3034.802246
	Iteration 14Q: 3 clusters Score -685299.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -685369.250000 Penalty: 3034.802246
	Iteration 15Q: 3 clusters Score -685369.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -685415.625000 Penalty: 3034.802246
	Iteration 16Q: 3 clusters Score -685415.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -685444.125000 Penalty: 3034.802246
	Iteration 17Q: 3 clusters Score -685444.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -685459.625000 Penalty: 3034.802246
	Iteration 18Q: 3 clusters Score -685459.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -685467.562500 Penalty: 3034.802246
	Iteration 19Q: 3 clusters Score -685467.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -685473.562500 Penalty: 3034.802246
	Iteration 20F: 3 clusters Score -685473.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -685479.250000 Penalty: 3034.802246
	Iteration 21Q: 3 clusters Score -685479.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -685484.000000 Penalty: 3034.802246
	Iteration 22Q: 3 clusters Score -685484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -685488.250000 Penalty: 3034.802246
	Iteration 23Q: 3 clusters Score -685488.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -685492.125000 Penalty: 3034.802246
	Iteration 24Q: 3 clusters Score -685492.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -685496.937500 Penalty: 3034.802246
	Iteration 25Q: 3 clusters Score -685496.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -685500.312500 Penalty: 3034.802246
	Iteration 26Q: 3 clusters Score -685500.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -685502.750000 Penalty: 3034.802246
	Iteration 27Q: 3 clusters Score -685502.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -685503.250000 Penalty: 3034.802246
	Iteration 28Q: 3 clusters Score -685503.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -685503.062500 Penalty: 3034.802246
	Iteration 29Q: 3 clusters Score -685503.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -685504.562500 Penalty: 3034.802246
	Iteration 30Q: 3 clusters Score -685504.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -685505.875000 Penalty: 3034.802246
	Iteration 31Q: 3 clusters Score -685505.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -685506.937500 Penalty: 3034.802246
	Iteration 32Q: 3 clusters Score -685506.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -685507.125000 Penalty: 3034.802246
	Iteration 33Q: 3 clusters Score -685507.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -685508.250000 Penalty: 3034.802246
	Iteration 34Q: 3 clusters Score -685508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -685509.625000 Penalty: 3034.802246
	Iteration 35Q: 3 clusters Score -685509.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -685509.625000 Penalty: 3034.802246
	Iteration 36F: 3 clusters Score -685509.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 11677 members 
Mstep: Class 3 contains 6756 members 
Mstep: Class 4 contains 4580 members 
Mstep: Class 5 contains 77714 members 
Mstep: Class 6 contains 5290 members 
Mstep: Class 7 contains 96342 members 
Mstep: Class 8 contains 21873 members 
Mstep: Class 9 contains 163 members 
Mstep: Class 10 contains 42059 members 
Mstep: Class 11 contains 13304 members 
Mstep: Class 12 contains 9058 members 
Mstep: Class 13 contains 10754 members 
Mstep: Class 14 contains 4589 members 
Mstep: Class 15 contains 15596 members 
Mstep: Class 16 contains 12343 members 
Mstep: Class 17 contains 2737 members 
Mstep: Class 18 contains 9688 members 
Mstep: Class 19 contains 2372 members 
Mstep: Class 20 contains 4946 members 
Mstep: Class 21 contains 1672 members 
Entering Unmasked Estep 
Score: -21335446.000000 Penalty: 43657.015625
Splitting cluster 21 changes total score from -21334362.000000 to -21335446.000000
So it's getting split into cluster 18.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 11677 members 
Mstep: Class 3 contains 6756 members 
Mstep: Class 4 contains 4580 members 
Mstep: Class 5 contains 77714 members 
Mstep: Class 7 contains 96342 members 
Mstep: Class 8 contains 21873 members 
Mstep: Class 9 contains 163 members 
Mstep: Class 10 contains 42059 members 
Mstep: Class 11 contains 13304 members 
Mstep: Class 12 contains 9058 members 
Mstep: Class 13 contains 10754 members 
Mstep: Class 14 contains 4589 members 
Mstep: Class 15 contains 15596 members 
Mstep: Class 16 contains 12343 members 
Mstep: Class 17 contains 2737 members 
Mstep: Class 19 contains 2372 members 
Mstep: Class 20 contains 4946 members 
Mstep: Class 21 contains 1672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336482.000000 Penalty: 43657.015625
Iteration 79Q: 22 clusters Score -2.133648e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 11628 members 
Mstep: Class 3 contains 6724 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 77858 members 
Mstep: Class 6 contains 5175 members 
Mstep: Class 7 contains 95637 members 
Mstep: Class 8 contains 21902 members 
Mstep: Class 9 contains 163 members 
Mstep: Class 10 contains 42624 members 
Mstep: Class 11 contains 13300 members 
Mstep: Class 12 contains 8941 members 
Mstep: Class 13 contains 10783 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 15422 members 
Mstep: Class 16 contains 12335 members 
Mstep: Class 17 contains 2739 members 
Mstep: Class 18 contains 10085 members 
Mstep: Class 19 contains 2377 members 
Mstep: Class 20 contains 4956 members 
Mstep: Class 21 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337738.000000 Penalty: 43657.015625
Iteration 80F: 22 clusters Score -2.133774e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 11593 members 
Mstep: Class 3 contains 6700 members 
Mstep: Class 4 contains 4440 members 
Mstep: Class 5 contains 77855 members 
Mstep: Class 6 contains 5460 members 
Mstep: Class 7 contains 95243 members 
Mstep: Class 8 contains 21918 members 
Mstep: Class 9 contains 163 members 
Mstep: Class 10 contains 42688 members 
Mstep: Class 11 contains 13304 members 
Mstep: Class 12 contains 8903 members 
Mstep: Class 13 contains 10774 members 
Mstep: Class 14 contains 4596 members 
Mstep: Class 15 contains 15263 members 
Mstep: Class 16 contains 12327 members 
Mstep: Class 17 contains 2734 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 2377 members 
Mstep: Class 20 contains 4957 members 
Mstep: Class 21 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21338316.000000 Penalty: 43657.015625
Iteration 81Q: 22 clusters Score -2.133832e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 11561 members 
Mstep: Class 3 contains 6687 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 77840 members 
Mstep: Class 6 contains 5652 members 
Mstep: Class 7 contains 94939 members 
Mstep: Class 8 contains 21931 members 
Mstep: Class 9 contains 163 members 
Mstep: Class 10 contains 42772 members 
Mstep: Class 11 contains 13300 members 
Mstep: Class 12 contains 8875 members 
Mstep: Class 13 contains 10766 members 
Mstep: Class 14 contains 4597 members 
Mstep: Class 15 contains 15133 members 
Mstep: Class 16 contains 12321 members 
Mstep: Class 17 contains 2724 members 
Mstep: Class 18 contains 10538 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 4968 members 
Mstep: Class 21 contains 1962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21338462.000000 Penalty: 43657.015625
Iteration 82Q: 22 clusters Score -2.133846e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 11535 members 
Mstep: Class 3 contains 6679 members 
Mstep: Class 4 contains 4388 members 
Mstep: Class 5 contains 77853 members 
Mstep: Class 6 contains 5799 members 
Mstep: Class 7 contains 94718 members 
Mstep: Class 8 contains 21940 members 
Mstep: Class 9 contains 163 members 
Mstep: Class 10 contains 42870 members 
Mstep: Class 11 contains 13304 members 
Mstep: Class 12 contains 8852 members 
Mstep: Class 13 contains 10754 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 14972 members 
Mstep: Class 16 contains 12317 members 
Mstep: Class 17 contains 2714 members 
Mstep: Class 18 contains 10683 members 
Mstep: Class 19 contains 2379 members 
Mstep: Class 20 contains 4977 members 
Mstep: Class 21 contains 2014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21338528.000000 Penalty: 43657.015625
Iteration 83Q: 22 clusters Score -2.133853e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 11517 members 
Mstep: Class 3 contains 6671 members 
Mstep: Class 4 contains 4376 members 
Mstep: Class 5 contains 77863 members 
Mstep: Class 6 contains 5928 members 
Mstep: Class 7 contains 94545 members 
Mstep: Class 8 contains 21954 members 
Mstep: Class 9 contains 162 members 
Mstep: Class 10 contains 42971 members 
Mstep: Class 11 contains 13309 members 
Mstep: Class 12 contains 8841 members 
Mstep: Class 13 contains 10723 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 14848 members 
Mstep: Class 16 contains 12308 members 
Mstep: Class 17 contains 2710 members 
Mstep: Class 18 contains 10786 members 
Mstep: Class 19 contains 2380 members 
Mstep: Class 20 contains 4975 members 
Mstep: Class 21 contains 2043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21338584.000000 Penalty: 43657.015625
Iteration 84Q: 22 clusters Score -2.133858e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 6672 members 
Mstep: Class 4 contains 4372 members 
Mstep: Class 5 contains 77870 members 
Mstep: Class 6 contains 6040 members 
Mstep: Class 7 contains 94378 members 
Mstep: Class 8 contains 21971 members 
Mstep: Class 9 contains 161 members 
Mstep: Class 10 contains 43055 members 
Mstep: Class 11 contains 13314 members 
Mstep: Class 12 contains 8835 members 
Mstep: Class 13 contains 10690 members 
Mstep: Class 14 contains 4602 members 
Mstep: Class 15 contains 14729 members 
Mstep: Class 16 contains 12298 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 10874 members 
Mstep: Class 19 contains 2380 members 
Mstep: Class 20 contains 4981 members 
Mstep: Class 21 contains 2067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21338700.000000 Penalty: 43657.015625
Iteration 85Q: 22 clusters Score -2.13387e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 11500 members 
Mstep: Class 3 contains 6660 members 
Mstep: Class 4 contains 4372 members 
Mstep: Class 5 contains 77870 members 
Mstep: Class 6 contains 6131 members 
Mstep: Class 7 contains 94238 members 
Mstep: Class 8 contains 21980 members 
Mstep: Class 9 contains 160 members 
Mstep: Class 10 contains 43172 members 
Mstep: Class 11 contains 13319 members 
Mstep: Class 12 contains 8823 members 
Mstep: Class 13 contains 10660 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 14614 members 
Mstep: Class 16 contains 12292 members 
Mstep: Class 17 contains 2707 members 
Mstep: Class 18 contains 10960 members 
Mstep: Class 19 contains 2381 members 
Mstep: Class 20 contains 4983 members 
Mstep: Class 21 contains 2089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21338680.000000 Penalty: 43657.015625
Iteration 86Q: 22 clusters Score -2.133868e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 11486 members 
Mstep: Class 3 contains 6656 members 
Mstep: Class 4 contains 4377 members 
Mstep: Class 5 contains 77880 members 
Mstep: Class 6 contains 6206 members 
Mstep: Class 7 contains 94115 members 
Mstep: Class 8 contains 21994 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 43259 members 
Mstep: Class 11 contains 13322 members 
Mstep: Class 12 contains 8815 members 
Mstep: Class 13 contains 10640 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 14507 members 
Mstep: Class 16 contains 12292 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 11033 members 
Mstep: Class 19 contains 2379 members 
Mstep: Class 20 contains 4980 members 
Mstep: Class 21 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21338742.000000 Penalty: 43657.015625
Iteration 87Q: 22 clusters Score -2.133874e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 11484 members 
Mstep: Class 3 contains 6649 members 
Mstep: Class 4 contains 4378 members 
Mstep: Class 5 contains 77891 members 
Mstep: Class 6 contains 6262 members 
Mstep: Class 7 contains 93988 members 
Mstep: Class 8 contains 22014 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 43355 members 
Mstep: Class 11 contains 13332 members 
Mstep: Class 12 contains 8802 members 
Mstep: Class 13 contains 10615 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 14403 members 
Mstep: Class 16 contains 12289 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 18 contains 11108 members 
Mstep: Class 19 contains 2383 members 
Mstep: Class 20 contains 4981 members 
Mstep: Class 21 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21338784.000000 Penalty: 43657.015625
Iteration 88Q: 22 clusters Score -2.133878e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 11483 members 
Mstep: Class 3 contains 6647 members 
Mstep: Class 4 contains 4381 members 
Mstep: Class 5 contains 77887 members 
Mstep: Class 6 contains 6305 members 
Mstep: Class 7 contains 93863 members 
Mstep: Class 8 contains 22031 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 43456 members 
Mstep: Class 11 contains 13336 members 
Mstep: Class 12 contains 8787 members 
Mstep: Class 13 contains 10597 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 14309 members 
Mstep: Class 16 contains 12294 members 
Mstep: Class 17 contains 2695 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 2381 members 
Mstep: Class 20 contains 4979 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21338798.000000 Penalty: 43657.015625
Iteration 89Q: 22 clusters Score -2.13388e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 11477 members 
Mstep: Class 3 contains 6635 members 
Mstep: Class 4 contains 4379 members 
Mstep: Class 5 contains 77909 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 93763 members 
Mstep: Class 8 contains 22044 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 43547 members 
Mstep: Class 11 contains 13337 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10582 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 14218 members 
Mstep: Class 16 contains 12293 members 
Mstep: Class 17 contains 2696 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 2380 members 
Mstep: Class 20 contains 4979 members 
Mstep: Class 21 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21338832.000000 Penalty: 43657.015625
Iteration 90Q: 22 clusters Score -2.133883e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 11473 members 
Mstep: Class 3 contains 6628 members 
Mstep: Class 4 contains 4382 members 
Mstep: Class 5 contains 77916 members 
Mstep: Class 6 contains 6346 members 
Mstep: Class 7 contains 93654 members 
Mstep: Class 8 contains 22066 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 43618 members 
Mstep: Class 11 contains 13339 members 
Mstep: Class 12 contains 8767 members 
Mstep: Class 13 contains 10575 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 14147 members 
Mstep: Class 16 contains 12296 members 
Mstep: Class 17 contains 2695 members 
Mstep: Class 18 contains 11349 members 
Mstep: Class 19 contains 2382 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21338846.000000 Penalty: 43657.015625
Iteration 91Q: 22 clusters Score -2.133885e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 11470 members 
Mstep: Class 3 contains 6628 members 
Mstep: Class 4 contains 4385 members 
Mstep: Class 5 contains 77920 members 
Mstep: Class 6 contains 6365 members 
Mstep: Class 7 contains 93573 members 
Mstep: Class 8 contains 22086 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 43665 members 
Mstep: Class 11 contains 13336 members 
Mstep: Class 12 contains 8766 members 
Mstep: Class 13 contains 10567 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 14064 members 
Mstep: Class 16 contains 12299 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 18 contains 11428 members 
Mstep: Class 19 contains 2382 members 
Mstep: Class 20 contains 4977 members 
Mstep: Class 21 contains 2151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21338898.000000 Penalty: 43657.015625
Iteration 92Q: 22 clusters Score -2.13389e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 11467 members 
Mstep: Class 3 contains 6616 members 
Mstep: Class 4 contains 4387 members 
Mstep: Class 5 contains 77941 members 
Mstep: Class 6 contains 6383 members 
Mstep: Class 7 contains 93514 members 
Mstep: Class 8 contains 22107 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 43716 members 
Mstep: Class 11 contains 13336 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 10559 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 13982 members 
Mstep: Class 16 contains 12295 members 
Mstep: Class 17 contains 2689 members 
Mstep: Class 18 contains 11482 members 
Mstep: Class 19 contains 2383 members 
Mstep: Class 20 contains 4978 members 
Mstep: Class 21 contains 2158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21338950.000000 Penalty: 43657.015625
Iteration 93Q: 22 clusters Score -2.133895e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 11462 members 
Mstep: Class 3 contains 6607 members 
Mstep: Class 4 contains 4386 members 
Mstep: Class 5 contains 77954 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 7 contains 93450 members 
Mstep: Class 8 contains 22129 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 43769 members 
Mstep: Class 11 contains 13337 members 
Mstep: Class 12 contains 8764 members 
Mstep: Class 13 contains 10549 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 13905 members 
Mstep: Class 16 contains 12296 members 
Mstep: Class 17 contains 2689 members 
Mstep: Class 18 contains 11531 members 
Mstep: Class 19 contains 2384 members 
Mstep: Class 20 contains 4984 members 
Mstep: Class 21 contains 2162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21338982.000000 Penalty: 43657.015625
Iteration 94Q: 22 clusters Score -2.133898e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 11458 members 
Mstep: Class 3 contains 6600 members 
Mstep: Class 4 contains 4387 members 
Mstep: Class 5 contains 77975 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 93402 members 
Mstep: Class 8 contains 22145 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 43816 members 
Mstep: Class 11 contains 13336 members 
Mstep: Class 12 contains 8761 members 
Mstep: Class 13 contains 10544 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 13821 members 
Mstep: Class 16 contains 12299 members 
Mstep: Class 17 contains 2689 members 
Mstep: Class 18 contains 11573 members 
Mstep: Class 19 contains 2384 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 2169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339002.000000 Penalty: 43657.015625
Iteration 95Q: 22 clusters Score -2.1339e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 11448 members 
Mstep: Class 3 contains 6604 members 
Mstep: Class 4 contains 4386 members 
Mstep: Class 5 contains 77993 members 
Mstep: Class 6 contains 6416 members 
Mstep: Class 7 contains 93352 members 
Mstep: Class 8 contains 22171 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 43865 members 
Mstep: Class 11 contains 13332 members 
Mstep: Class 12 contains 8760 members 
Mstep: Class 13 contains 10546 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 13752 members 
Mstep: Class 16 contains 12295 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 11597 members 
Mstep: Class 19 contains 2385 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 2182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339056.000000 Penalty: 43657.015625
Iteration 96Q: 22 clusters Score -2.133906e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 11441 members 
Mstep: Class 3 contains 6602 members 
Mstep: Class 4 contains 4387 members 
Mstep: Class 5 contains 78012 members 
Mstep: Class 6 contains 6421 members 
Mstep: Class 7 contains 93305 members 
Mstep: Class 8 contains 22190 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 43912 members 
Mstep: Class 11 contains 13331 members 
Mstep: Class 12 contains 8759 members 
Mstep: Class 13 contains 10541 members 
Mstep: Class 14 contains 4602 members 
Mstep: Class 15 contains 13686 members 
Mstep: Class 16 contains 12293 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 11626 members 
Mstep: Class 19 contains 2384 members 
Mstep: Class 20 contains 4994 members 
Mstep: Class 21 contains 2192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339088.000000 Penalty: 43657.015625
Iteration 97Q: 22 clusters Score -2.133909e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 11439 members 
Mstep: Class 3 contains 6591 members 
Mstep: Class 4 contains 4385 members 
Mstep: Class 5 contains 78034 members 
Mstep: Class 6 contains 6426 members 
Mstep: Class 7 contains 93273 members 
Mstep: Class 8 contains 22189 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 43954 members 
Mstep: Class 11 contains 13333 members 
Mstep: Class 12 contains 8757 members 
Mstep: Class 13 contains 10528 members 
Mstep: Class 14 contains 4602 members 
Mstep: Class 15 contains 13638 members 
Mstep: Class 16 contains 12292 members 
Mstep: Class 17 contains 2681 members 
Mstep: Class 18 contains 11657 members 
Mstep: Class 19 contains 2385 members 
Mstep: Class 20 contains 4995 members 
Mstep: Class 21 contains 2202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339032.000000 Penalty: 43657.015625
Iteration 98Q: 22 clusters Score -2.133903e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 11435 members 
Mstep: Class 3 contains 6592 members 
Mstep: Class 4 contains 4385 members 
Mstep: Class 5 contains 78049 members 
Mstep: Class 6 contains 6430 members 
Mstep: Class 7 contains 93237 members 
Mstep: Class 8 contains 22198 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 43987 members 
Mstep: Class 11 contains 13334 members 
Mstep: Class 12 contains 8752 members 
Mstep: Class 13 contains 10516 members 
Mstep: Class 14 contains 4602 members 
Mstep: Class 15 contains 13592 members 
Mstep: Class 16 contains 12293 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 11686 members 
Mstep: Class 19 contains 2383 members 
Mstep: Class 20 contains 4998 members 
Mstep: Class 21 contains 2212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339054.000000 Penalty: 43657.015625
Iteration 99Q: 22 clusters Score -2.133905e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 11434 members 
Mstep: Class 3 contains 6592 members 
Mstep: Class 4 contains 4385 members 
Mstep: Class 5 contains 78038 members 
Mstep: Class 6 contains 6438 members 
Mstep: Class 7 contains 93209 members 
Mstep: Class 8 contains 22205 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44019 members 
Mstep: Class 11 contains 13339 members 
Mstep: Class 12 contains 8749 members 
Mstep: Class 13 contains 10507 members 
Mstep: Class 14 contains 4602 members 
Mstep: Class 15 contains 13561 members 
Mstep: Class 16 contains 12291 members 
Mstep: Class 17 contains 2678 members 
Mstep: Class 18 contains 11709 members 
Mstep: Class 19 contains 2382 members 
Mstep: Class 20 contains 5001 members 
Mstep: Class 21 contains 2223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339010.000000 Penalty: 43657.015625
Iteration 100F: 22 clusters Score -2.133901e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 11435 members 
Mstep: Class 3 contains 6592 members 
Mstep: Class 4 contains 4383 members 
Mstep: Class 5 contains 78033 members 
Mstep: Class 6 contains 6449 members 
Mstep: Class 7 contains 93184 members 
Mstep: Class 8 contains 22211 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44050 members 
Mstep: Class 11 contains 13342 members 
Mstep: Class 12 contains 8749 members 
Mstep: Class 13 contains 10498 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 13522 members 
Mstep: Class 16 contains 12291 members 
Mstep: Class 17 contains 2677 members 
Mstep: Class 18 contains 11724 members 
Mstep: Class 19 contains 2379 members 
Mstep: Class 20 contains 5002 members 
Mstep: Class 21 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339054.000000 Penalty: 43657.015625
Iteration 101Q: 22 clusters Score -2.133905e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 11437 members 
Mstep: Class 3 contains 6592 members 
Mstep: Class 4 contains 4380 members 
Mstep: Class 5 contains 78022 members 
Mstep: Class 6 contains 6460 members 
Mstep: Class 7 contains 93156 members 
Mstep: Class 8 contains 22217 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44077 members 
Mstep: Class 11 contains 13341 members 
Mstep: Class 12 contains 8749 members 
Mstep: Class 13 contains 10493 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 13491 members 
Mstep: Class 16 contains 12288 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 11753 members 
Mstep: Class 19 contains 2377 members 
Mstep: Class 20 contains 5003 members 
Mstep: Class 21 contains 2248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339072.000000 Penalty: 43657.015625
Iteration 102Q: 22 clusters Score -2.133907e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 11438 members 
Mstep: Class 3 contains 6593 members 
Mstep: Class 4 contains 4379 members 
Mstep: Class 5 contains 78009 members 
Mstep: Class 6 contains 6466 members 
Mstep: Class 7 contains 93134 members 
Mstep: Class 8 contains 22224 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44099 members 
Mstep: Class 11 contains 13344 members 
Mstep: Class 12 contains 8749 members 
Mstep: Class 13 contains 10493 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 13462 members 
Mstep: Class 16 contains 12287 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 11772 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 5003 members 
Mstep: Class 21 contains 2259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339136.000000 Penalty: 43657.015625
Iteration 103Q: 22 clusters Score -2.133914e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 11439 members 
Mstep: Class 3 contains 6593 members 
Mstep: Class 4 contains 4379 members 
Mstep: Class 5 contains 78005 members 
Mstep: Class 6 contains 6470 members 
Mstep: Class 7 contains 93116 members 
Mstep: Class 8 contains 22232 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44121 members 
Mstep: Class 11 contains 13345 members 
Mstep: Class 12 contains 8750 members 
Mstep: Class 13 contains 10492 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 13432 members 
Mstep: Class 16 contains 12284 members 
Mstep: Class 17 contains 2673 members 
Mstep: Class 18 contains 11784 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 5003 members 
Mstep: Class 21 contains 2269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339172.000000 Penalty: 43657.015625
Iteration 104Q: 22 clusters Score -2.133917e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 11442 members 
Mstep: Class 3 contains 6594 members 
Mstep: Class 4 contains 4377 members 
Mstep: Class 5 contains 77999 members 
Mstep: Class 6 contains 6477 members 
Mstep: Class 7 contains 93098 members 
Mstep: Class 8 contains 22233 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44147 members 
Mstep: Class 11 contains 13343 members 
Mstep: Class 12 contains 8749 members 
Mstep: Class 13 contains 10495 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 13396 members 
Mstep: Class 16 contains 12283 members 
Mstep: Class 17 contains 2673 members 
Mstep: Class 18 contains 11798 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 5004 members 
Mstep: Class 21 contains 2278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339202.000000 Penalty: 43657.015625
Iteration 105Q: 22 clusters Score -2.13392e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 11444 members 
Mstep: Class 3 contains 6593 members 
Mstep: Class 4 contains 4378 members 
Mstep: Class 5 contains 77998 members 
Mstep: Class 6 contains 6483 members 
Mstep: Class 7 contains 93084 members 
Mstep: Class 8 contains 22239 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44158 members 
Mstep: Class 11 contains 13345 members 
Mstep: Class 12 contains 8749 members 
Mstep: Class 13 contains 10493 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 13372 members 
Mstep: Class 16 contains 12283 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 18 contains 11802 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339218.000000 Penalty: 43657.015625
Iteration 106Q: 22 clusters Score -2.133922e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 11445 members 
Mstep: Class 3 contains 6593 members 
Mstep: Class 4 contains 4380 members 
Mstep: Class 5 contains 78002 members 
Mstep: Class 6 contains 6489 members 
Mstep: Class 7 contains 93060 members 
Mstep: Class 8 contains 22245 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44175 members 
Mstep: Class 11 contains 13346 members 
Mstep: Class 12 contains 8745 members 
Mstep: Class 13 contains 10496 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 13349 members 
Mstep: Class 16 contains 12279 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 11809 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 2294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339222.000000 Penalty: 43657.015625
Iteration 107Q: 22 clusters Score -2.133922e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 11448 members 
Mstep: Class 3 contains 6593 members 
Mstep: Class 4 contains 4381 members 
Mstep: Class 5 contains 78019 members 
Mstep: Class 6 contains 6495 members 
Mstep: Class 7 contains 93039 members 
Mstep: Class 8 contains 22249 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44192 members 
Mstep: Class 11 contains 13344 members 
Mstep: Class 12 contains 8742 members 
Mstep: Class 13 contains 10495 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 13317 members 
Mstep: Class 16 contains 12278 members 
Mstep: Class 17 contains 2669 members 
Mstep: Class 18 contains 11814 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339192.000000 Penalty: 43657.015625
Iteration 108Q: 22 clusters Score -2.133919e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 11448 members 
Mstep: Class 3 contains 6593 members 
Mstep: Class 4 contains 4382 members 
Mstep: Class 5 contains 78037 members 
Mstep: Class 6 contains 6499 members 
Mstep: Class 7 contains 93014 members 
Mstep: Class 8 contains 22248 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44204 members 
Mstep: Class 11 contains 13344 members 
Mstep: Class 12 contains 8742 members 
Mstep: Class 13 contains 10496 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 13286 members 
Mstep: Class 16 contains 12279 members 
Mstep: Class 17 contains 2667 members 
Mstep: Class 18 contains 11832 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 2305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339208.000000 Penalty: 43657.015625
Iteration 109Q: 22 clusters Score -2.133921e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 11447 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 4383 members 
Mstep: Class 5 contains 78060 members 
Mstep: Class 6 contains 6501 members 
Mstep: Class 7 contains 92982 members 
Mstep: Class 8 contains 22249 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44215 members 
Mstep: Class 11 contains 13346 members 
Mstep: Class 12 contains 8741 members 
Mstep: Class 13 contains 10498 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 13262 members 
Mstep: Class 16 contains 12278 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 11848 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339240.000000 Penalty: 43657.015625
Iteration 110Q: 22 clusters Score -2.133924e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 11447 members 
Mstep: Class 3 contains 6590 members 
Mstep: Class 4 contains 4385 members 
Mstep: Class 5 contains 78071 members 
Mstep: Class 6 contains 6506 members 
Mstep: Class 7 contains 92954 members 
Mstep: Class 8 contains 22251 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44232 members 
Mstep: Class 11 contains 13345 members 
Mstep: Class 12 contains 8740 members 
Mstep: Class 13 contains 10500 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 12276 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 11861 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 2309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339284.000000 Penalty: 43657.015625
Iteration 111Q: 22 clusters Score -2.133928e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 11447 members 
Mstep: Class 3 contains 6590 members 
Mstep: Class 4 contains 4385 members 
Mstep: Class 5 contains 78071 members 
Mstep: Class 6 contains 6509 members 
Mstep: Class 7 contains 92918 members 
Mstep: Class 8 contains 22252 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44261 members 
Mstep: Class 11 contains 13344 members 
Mstep: Class 12 contains 8741 members 
Mstep: Class 13 contains 10501 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 12276 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 11869 members 
Mstep: Class 19 contains 2377 members 
Mstep: Class 20 contains 5014 members 
Mstep: Class 21 contains 2313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339282.000000 Penalty: 43657.015625
Iteration 112Q: 22 clusters Score -2.133928e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 11446 members 
Mstep: Class 3 contains 6590 members 
Mstep: Class 4 contains 4387 members 
Mstep: Class 5 contains 78074 members 
Mstep: Class 6 contains 6511 members 
Mstep: Class 7 contains 92894 members 
Mstep: Class 8 contains 22255 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44286 members 
Mstep: Class 11 contains 13343 members 
Mstep: Class 12 contains 8740 members 
Mstep: Class 13 contains 10501 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 13206 members 
Mstep: Class 16 contains 12277 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 11879 members 
Mstep: Class 19 contains 2377 members 
Mstep: Class 20 contains 5015 members 
Mstep: Class 21 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339248.000000 Penalty: 43657.015625
Iteration 113Q: 22 clusters Score -2.133925e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 11446 members 
Mstep: Class 3 contains 6590 members 
Mstep: Class 4 contains 4387 members 
Mstep: Class 5 contains 78092 members 
Mstep: Class 6 contains 6516 members 
Mstep: Class 7 contains 92871 members 
Mstep: Class 8 contains 22258 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44296 members 
Mstep: Class 11 contains 13341 members 
Mstep: Class 12 contains 8740 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 13183 members 
Mstep: Class 16 contains 12277 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 11889 members 
Mstep: Class 19 contains 2377 members 
Mstep: Class 20 contains 5014 members 
Mstep: Class 21 contains 2318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339278.000000 Penalty: 43657.015625
Iteration 114Q: 22 clusters Score -2.133928e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 11445 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 4392 members 
Mstep: Class 5 contains 78104 members 
Mstep: Class 6 contains 6519 members 
Mstep: Class 7 contains 92842 members 
Mstep: Class 8 contains 22258 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44309 members 
Mstep: Class 11 contains 13342 members 
Mstep: Class 12 contains 8740 members 
Mstep: Class 13 contains 10498 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 13169 members 
Mstep: Class 16 contains 12277 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 11902 members 
Mstep: Class 19 contains 2377 members 
Mstep: Class 20 contains 5015 members 
Mstep: Class 21 contains 2319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339282.000000 Penalty: 43657.015625
Iteration 115Q: 22 clusters Score -2.133928e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 11444 members 
Mstep: Class 3 contains 6590 members 
Mstep: Class 4 contains 4392 members 
Mstep: Class 5 contains 78121 members 
Mstep: Class 6 contains 6520 members 
Mstep: Class 7 contains 92815 members 
Mstep: Class 8 contains 22261 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44319 members 
Mstep: Class 11 contains 13342 members 
Mstep: Class 12 contains 8741 members 
Mstep: Class 13 contains 10495 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 13150 members 
Mstep: Class 16 contains 12278 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 11916 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5016 members 
Mstep: Class 21 contains 2320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339246.000000 Penalty: 43657.015625
Iteration 116Q: 22 clusters Score -2.133925e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 11446 members 
Mstep: Class 3 contains 6590 members 
Mstep: Class 4 contains 4393 members 
Mstep: Class 5 contains 78131 members 
Mstep: Class 6 contains 6521 members 
Mstep: Class 7 contains 92795 members 
Mstep: Class 8 contains 22262 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44326 members 
Mstep: Class 11 contains 13342 members 
Mstep: Class 12 contains 8741 members 
Mstep: Class 13 contains 10497 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 13136 members 
Mstep: Class 16 contains 12278 members 
Mstep: Class 17 contains 2660 members 
Mstep: Class 18 contains 11930 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 5016 members 
Mstep: Class 21 contains 2320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339228.000000 Penalty: 43657.015625
Iteration 117Q: 22 clusters Score -2.133923e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 11446 members 
Mstep: Class 3 contains 6591 members 
Mstep: Class 4 contains 4394 members 
Mstep: Class 5 contains 78147 members 
Mstep: Class 6 contains 6523 members 
Mstep: Class 7 contains 92767 members 
Mstep: Class 8 contains 22267 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44330 members 
Mstep: Class 11 contains 13341 members 
Mstep: Class 12 contains 8742 members 
Mstep: Class 13 contains 10497 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 13123 members 
Mstep: Class 16 contains 12280 members 
Mstep: Class 17 contains 2660 members 
Mstep: Class 18 contains 11938 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 5017 members 
Mstep: Class 21 contains 2321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339252.000000 Penalty: 43657.015625
Iteration 118Q: 22 clusters Score -2.133925e+07 nChanged 79
Entering ConstructFrom: 
Score: -21339252.000000 Penalty: 43657.015625
Entering ConstructFrom: 
Trying to split cluster 1 (6258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Entering Unmasked Estep 
Score: -368212.406250 Penalty: 1420.512695
	Iteration 0F: 2 clusters Score -368212.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -363382.781250 Penalty: 2841.025391
	Iteration 0F: 3 clusters Score -363382.8 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -364902.250000 Penalty: 2841.025391
	Iteration 1F: 3 clusters Score -364902.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -365216.718750 Penalty: 2841.025391
	Iteration 2F: 3 clusters Score -365216.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -365508.718750 Penalty: 2841.025391
	Iteration 3F: 3 clusters Score -365508.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -365777.187500 Penalty: 2841.025391
	Iteration 4F: 3 clusters Score -365777.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -366029.843750 Penalty: 2841.025391
	Iteration 5F: 3 clusters Score -366029.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -366332.312500 Penalty: 2841.025391
	Iteration 6F: 3 clusters Score -366332.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -366718.406250 Penalty: 2841.025391
	Iteration 7F: 3 clusters Score -366718.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -367097.968750 Penalty: 2841.025391
	Iteration 8F: 3 clusters Score -367098 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -367364.125000 Penalty: 2841.025391
	Iteration 9Q: 3 clusters Score -367364.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -367515.750000 Penalty: 2841.025391
	Iteration 10Q: 3 clusters Score -367515.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -367611.218750 Penalty: 2841.025391
	Iteration 11Q: 3 clusters Score -367611.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -367670.062500 Penalty: 2841.025391
	Iteration 12Q: 3 clusters Score -367670.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -367704.000000 Penalty: 2841.025391
	Iteration 13Q: 3 clusters Score -367704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -367717.812500 Penalty: 2841.025391
	Iteration 14Q: 3 clusters Score -367717.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -367725.156250 Penalty: 2841.025391
	Iteration 15Q: 3 clusters Score -367725.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -367731.062500 Penalty: 2841.025391
	Iteration 16Q: 3 clusters Score -367731.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -367735.500000 Penalty: 2841.025391
	Iteration 17Q: 3 clusters Score -367735.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -367737.687500 Penalty: 2841.025391
	Iteration 18Q: 3 clusters Score -367737.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -367739.187500 Penalty: 2841.025391
	Iteration 19Q: 3 clusters Score -367739.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -367739.781250 Penalty: 2841.025391
	Iteration 20F: 3 clusters Score -367739.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -367739.531250 Penalty: 2841.025391
	Iteration 21Q: 3 clusters Score -367739.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -367739.531250 Penalty: 2841.025391
	Iteration 22F: 3 clusters Score -367739.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -709434.312500 Penalty: 1518.640991
	Iteration 0F: 2 clusters Score -709434.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -701229.250000 Penalty: 3037.281982
	Iteration 0F: 3 clusters Score -701229.2 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -704007.375000 Penalty: 3037.281982
	Iteration 1F: 3 clusters Score -704007.4 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -704279.375000 Penalty: 3037.281982
	Iteration 2F: 3 clusters Score -704279.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -704502.625000 Penalty: 3037.281982
	Iteration 3F: 3 clusters Score -704502.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -704683.562500 Penalty: 3037.281982
	Iteration 4Q: 3 clusters Score -704683.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -704868.500000 Penalty: 3037.281982
	Iteration 5Q: 3 clusters Score -704868.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -705057.375000 Penalty: 3037.281982
	Iteration 6Q: 3 clusters Score -705057.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -705259.625000 Penalty: 3037.281982
	Iteration 7Q: 3 clusters Score -705259.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -705505.687500 Penalty: 3037.281982
	Iteration 8Q: 3 clusters Score -705505.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -705814.250000 Penalty: 3037.281982
	Iteration 9Q: 3 clusters Score -705814.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -706208.062500 Penalty: 3037.281982
	Iteration 10F: 3 clusters Score -706208.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -706647.000000 Penalty: 3037.281982
	Iteration 11F: 3 clusters Score -706647 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -707083.750000 Penalty: 3037.281982
	Iteration 12Q: 3 clusters Score -707083.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -707475.937500 Penalty: 3037.281982
	Iteration 13Q: 3 clusters Score -707475.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -707731.312500 Penalty: 3037.281982
	Iteration 14Q: 3 clusters Score -707731.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -707876.312500 Penalty: 3037.281982
	Iteration 15Q: 3 clusters Score -707876.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -707968.062500 Penalty: 3037.281982
	Iteration 16Q: 3 clusters Score -707968.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -708016.562500 Penalty: 3037.281982
	Iteration 17Q: 3 clusters Score -708016.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -708042.375000 Penalty: 3037.281982
	Iteration 18Q: 3 clusters Score -708042.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -708055.500000 Penalty: 3037.281982
	Iteration 19Q: 3 clusters Score -708055.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -708067.062500 Penalty: 3037.281982
	Iteration 20F: 3 clusters Score -708067.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -708076.875000 Penalty: 3037.281982
	Iteration 21Q: 3 clusters Score -708076.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -708086.375000 Penalty: 3037.281982
	Iteration 22Q: 3 clusters Score -708086.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -708093.562500 Penalty: 3037.281982
	Iteration 23Q: 3 clusters Score -708093.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -708097.687500 Penalty: 3037.281982
	Iteration 24Q: 3 clusters Score -708097.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -708106.375000 Penalty: 3037.281982
	Iteration 25Q: 3 clusters Score -708106.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -708112.312500 Penalty: 3037.281982
	Iteration 26Q: 3 clusters Score -708112.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -708117.625000 Penalty: 3037.281982
	Iteration 27Q: 3 clusters Score -708117.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -708124.750000 Penalty: 3037.281982
	Iteration 28Q: 3 clusters Score -708124.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -708130.312500 Penalty: 3037.281982
	Iteration 29Q: 3 clusters Score -708130.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -708137.562500 Penalty: 3037.281982
	Iteration 30Q: 3 clusters Score -708137.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -708139.125000 Penalty: 3037.281982
	Iteration 31Q: 3 clusters Score -708139.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -708142.937500 Penalty: 3037.281982
	Iteration 32Q: 3 clusters Score -708142.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -708148.250000 Penalty: 3037.281982
	Iteration 33Q: 3 clusters Score -708148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -708150.000000 Penalty: 3037.281982
	Iteration 34Q: 3 clusters Score -708150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -708149.437500 Penalty: 3037.281982
	Iteration 35Q: 3 clusters Score -708149.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -708149.437500 Penalty: 3037.281982
	Iteration 36F: 3 clusters Score -708149.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Entering Unmasked Estep 
Score: -412047.156250 Penalty: 1428.937378
	Iteration 0F: 2 clusters Score -412047.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -407075.906250 Penalty: 2857.874756
	Iteration 0F: 3 clusters Score -407075.9 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -408525.750000 Penalty: 2857.874756
	Iteration 1F: 3 clusters Score -408525.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -408700.625000 Penalty: 2857.874756
	Iteration 2F: 3 clusters Score -408700.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -408854.187500 Penalty: 2857.874756
	Iteration 3Q: 3 clusters Score -408854.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -408976.062500 Penalty: 2857.874756
	Iteration 4Q: 3 clusters Score -408976.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -409068.156250 Penalty: 2857.874756
	Iteration 5Q: 3 clusters Score -409068.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -409150.437500 Penalty: 2857.874756
	Iteration 6Q: 3 clusters Score -409150.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -409237.750000 Penalty: 2857.874756
	Iteration 7Q: 3 clusters Score -409237.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -409345.125000 Penalty: 2857.874756
	Iteration 8Q: 3 clusters Score -409345.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -409433.593750 Penalty: 2857.874756
	Iteration 9Q: 3 clusters Score -409433.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -409517.343750 Penalty: 2857.874756
	Iteration 10Q: 3 clusters Score -409517.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -409597.812500 Penalty: 2857.874756
	Iteration 11Q: 3 clusters Score -409597.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -409671.875000 Penalty: 2857.874756
	Iteration 12Q: 3 clusters Score -409671.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -409741.281250 Penalty: 2857.874756
	Iteration 13Q: 3 clusters Score -409741.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -409824.375000 Penalty: 2857.874756
	Iteration 14Q: 3 clusters Score -409824.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -409915.281250 Penalty: 2857.874756
	Iteration 15Q: 3 clusters Score -409915.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -410012.843750 Penalty: 2857.874756
	Iteration 16Q: 3 clusters Score -410012.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -410103.625000 Penalty: 2857.874756
	Iteration 17Q: 3 clusters Score -410103.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -410188.906250 Penalty: 2857.874756
	Iteration 18Q: 3 clusters Score -410188.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -410269.875000 Penalty: 2857.874756
	Iteration 19Q: 3 clusters Score -410269.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -410352.656250 Penalty: 2857.874756
	Iteration 20F: 3 clusters Score -410352.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -410421.093750 Penalty: 2857.874756
	Iteration 21Q: 3 clusters Score -410421.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -410481.312500 Penalty: 2857.874756
	Iteration 22Q: 3 clusters Score -410481.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -410531.437500 Penalty: 2857.874756
	Iteration 23Q: 3 clusters Score -410531.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -410573.031250 Penalty: 2857.874756
	Iteration 24Q: 3 clusters Score -410573 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -410615.500000 Penalty: 2857.874756
	Iteration 25Q: 3 clusters Score -410615.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -410652.281250 Penalty: 2857.874756
	Iteration 26Q: 3 clusters Score -410652.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -410691.687500 Penalty: 2857.874756
	Iteration 27Q: 3 clusters Score -410691.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -410727.843750 Penalty: 2857.874756
	Iteration 28Q: 3 clusters Score -410727.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -410744.843750 Penalty: 2857.874756
	Iteration 29Q: 3 clusters Score -410744.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -410755.343750 Penalty: 2857.874756
	Iteration 30Q: 3 clusters Score -410755.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -410761.437500 Penalty: 2857.874756
	Iteration 31Q: 3 clusters Score -410761.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -410766.781250 Penalty: 2857.874756
	Iteration 32Q: 3 clusters Score -410766.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -410776.125000 Penalty: 2857.874756
	Iteration 33Q: 3 clusters Score -410776.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -410789.281250 Penalty: 2857.874756
	Iteration 34Q: 3 clusters Score -410789.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -410798.843750 Penalty: 2857.874756
	Iteration 35Q: 3 clusters Score -410798.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -410802.218750 Penalty: 2857.874756
	Iteration 36Q: 3 clusters Score -410802.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -410808.187500 Penalty: 2857.874756
	Iteration 37Q: 3 clusters Score -410808.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -410813.718750 Penalty: 2857.874756
	Iteration 38Q: 3 clusters Score -410813.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -410821.781250 Penalty: 2857.874756
	Iteration 39Q: 3 clusters Score -410821.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -410832.500000 Penalty: 2857.874756
	Iteration 40F: 3 clusters Score -410832.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -410839.812500 Penalty: 2857.874756
	Iteration 41Q: 3 clusters Score -410839.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -410845.093750 Penalty: 2857.874756
	Iteration 42Q: 3 clusters Score -410845.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -410852.406250 Penalty: 2857.874756
	Iteration 43Q: 3 clusters Score -410852.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -410854.531250 Penalty: 2857.874756
	Iteration 44Q: 3 clusters Score -410854.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -410855.937500 Penalty: 2857.874756
	Iteration 45Q: 3 clusters Score -410855.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -410857.906250 Penalty: 2857.874756
	Iteration 46Q: 3 clusters Score -410857.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -410859.187500 Penalty: 2857.874756
	Iteration 47Q: 3 clusters Score -410859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -410860.250000 Penalty: 2857.874756
	Iteration 48Q: 3 clusters Score -410860.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -410860.812500 Penalty: 2857.874756
	Iteration 49Q: 3 clusters Score -410860.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -410860.812500 Penalty: 2857.874756
	Iteration 50F: 3 clusters Score -410860.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Entering Unmasked Estep 
Score: -220634.156250 Penalty: 1363.049316
	Iteration 0F: 2 clusters Score -220634.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -217019.234375 Penalty: 2726.098633
	Iteration 0F: 3 clusters Score -217019.2 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -218132.031250 Penalty: 2726.098633
	Iteration 1F: 3 clusters Score -218132 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -218438.156250 Penalty: 2726.098633
	Iteration 2F: 3 clusters Score -218438.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -218686.171875 Penalty: 2726.098633
	Iteration 3F: 3 clusters Score -218686.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -218847.359375 Penalty: 2726.098633
	Iteration 4F: 3 clusters Score -218847.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -218992.093750 Penalty: 2726.098633
	Iteration 5Q: 3 clusters Score -218992.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -219106.343750 Penalty: 2726.098633
	Iteration 6Q: 3 clusters Score -219106.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -219210.781250 Penalty: 2726.098633
	Iteration 7Q: 3 clusters Score -219210.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -219303.937500 Penalty: 2726.098633
	Iteration 8Q: 3 clusters Score -219303.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -219382.453125 Penalty: 2726.098633
	Iteration 9Q: 3 clusters Score -219382.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -219446.484375 Penalty: 2726.098633
	Iteration 10Q: 3 clusters Score -219446.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -219503.265625 Penalty: 2726.098633
	Iteration 11Q: 3 clusters Score -219503.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -219549.109375 Penalty: 2726.098633
	Iteration 12Q: 3 clusters Score -219549.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -219575.625000 Penalty: 2726.098633
	Iteration 13Q: 3 clusters Score -219575.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -219603.359375 Penalty: 2726.098633
	Iteration 14Q: 3 clusters Score -219603.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -219626.812500 Penalty: 2726.098633
	Iteration 15Q: 3 clusters Score -219626.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -219646.562500 Penalty: 2726.098633
	Iteration 16Q: 3 clusters Score -219646.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -219670.828125 Penalty: 2726.098633
	Iteration 17Q: 3 clusters Score -219670.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -219686.421875 Penalty: 2726.098633
	Iteration 18Q: 3 clusters Score -219686.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -219696.265625 Penalty: 2726.098633
	Iteration 19Q: 3 clusters Score -219696.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -219704.359375 Penalty: 2726.098633
	Iteration 20F: 3 clusters Score -219704.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -219711.296875 Penalty: 2726.098633
	Iteration 21Q: 3 clusters Score -219711.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -219717.703125 Penalty: 2726.098633
	Iteration 22Q: 3 clusters Score -219717.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -219720.218750 Penalty: 2726.098633
	Iteration 23Q: 3 clusters Score -219720.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -219721.687500 Penalty: 2726.098633
	Iteration 24Q: 3 clusters Score -219721.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -219722.796875 Penalty: 2726.098633
	Iteration 25Q: 3 clusters Score -219722.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -219723.593750 Penalty: 2726.098633
	Iteration 26Q: 3 clusters Score -219723.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -219724.468750 Penalty: 2726.098633
	Iteration 27Q: 3 clusters Score -219724.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -219726.093750 Penalty: 2726.098633
	Iteration 28Q: 3 clusters Score -219726.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -219728.796875 Penalty: 2726.098633
	Iteration 29Q: 3 clusters Score -219728.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -219732.640625 Penalty: 2726.098633
	Iteration 30Q: 3 clusters Score -219732.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -219737.640625 Penalty: 2726.098633
	Iteration 31Q: 3 clusters Score -219737.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -219740.968750 Penalty: 2726.098633
	Iteration 32Q: 3 clusters Score -219741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -219743.859375 Penalty: 2726.098633
	Iteration 33Q: 3 clusters Score -219743.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -219744.937500 Penalty: 2726.098633
	Iteration 34Q: 3 clusters Score -219744.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -219746.671875 Penalty: 2726.098633
	Iteration 35Q: 3 clusters Score -219746.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -219749.468750 Penalty: 2726.098633
	Iteration 36Q: 3 clusters Score -219749.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -219752.125000 Penalty: 2726.098633
	Iteration 37Q: 3 clusters Score -219752.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -219754.359375 Penalty: 2726.098633
	Iteration 38Q: 3 clusters Score -219754.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -219754.484375 Penalty: 2726.098633
	Iteration 39Q: 3 clusters Score -219754.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -219754.484375 Penalty: 2726.098633
	Iteration 40F: 3 clusters Score -219754.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (78162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78162 members 
Entering Unmasked Estep 
Score: -5000770.000000 Penalty: 1830.812500
	Iteration 0F: 2 clusters Score -5000770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -4948635.000000 Penalty: 3661.625000
	Iteration 0F: 3 clusters Score -4948635 nChanged 37156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -4970504.500000 Penalty: 3661.625000
	Iteration 1F: 3 clusters Score -4970504 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -4971826.500000 Penalty: 3661.625000
	Iteration 2Q: 3 clusters Score -4971826 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -4973658.500000 Penalty: 3661.625000
	Iteration 3F: 3 clusters Score -4973658 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 50196 members 
Entering Unmasked Estep 
Score: -4976330.000000 Penalty: 3661.625000
	Iteration 4F: 3 clusters Score -4976330 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 54840 members 
Entering Unmasked Estep 
Score: -4980026.000000 Penalty: 3661.625000
	Iteration 5F: 3 clusters Score -4980026 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 59948 members 
Entering Unmasked Estep 
Score: -4984444.000000 Penalty: 3661.625000
	Iteration 6F: 3 clusters Score -4984444 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 64636 members 
Entering Unmasked Estep 
Score: -4988651.000000 Penalty: 3661.625000
	Iteration 7F: 3 clusters Score -4988651 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 68418 members 
Entering Unmasked Estep 
Score: -4991943.500000 Penalty: 3661.625000
	Iteration 8Q: 3 clusters Score -4991944 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 71185 members 
Entering Unmasked Estep 
Score: -4994271.500000 Penalty: 3661.625000
	Iteration 9Q: 3 clusters Score -4994272 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 73174 members 
Entering Unmasked Estep 
Score: -4995824.500000 Penalty: 3661.625000
	Iteration 10Q: 3 clusters Score -4995824 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 74583 members 
Entering Unmasked Estep 
Score: -4996844.000000 Penalty: 3661.625000
	Iteration 11Q: 3 clusters Score -4996844 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 75630 members 
Entering Unmasked Estep 
Score: -4997614.500000 Penalty: 3661.625000
	Iteration 12Q: 3 clusters Score -4997614 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 76384 members 
Entering Unmasked Estep 
Score: -4998139.000000 Penalty: 3661.625000
	Iteration 13Q: 3 clusters Score -4998139 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 76880 members 
Entering Unmasked Estep 
Score: -4998513.500000 Penalty: 3661.625000
	Iteration 14Q: 3 clusters Score -4998514 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 77181 members 
Entering Unmasked Estep 
Score: -4998748.000000 Penalty: 3661.625000
	Iteration 15Q: 3 clusters Score -4998748 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 77364 members 
Entering Unmasked Estep 
Score: -4998883.500000 Penalty: 3661.625000
	Iteration 16Q: 3 clusters Score -4998884 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 77484 members 
Entering Unmasked Estep 
Score: -4998946.000000 Penalty: 3661.625000
	Iteration 17Q: 3 clusters Score -4998946 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 77562 members 
Entering Unmasked Estep 
Score: -4998987.500000 Penalty: 3661.625000
	Iteration 18Q: 3 clusters Score -4998988 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 77619 members 
Entering Unmasked Estep 
Score: -4999018.500000 Penalty: 3661.625000
	Iteration 19Q: 3 clusters Score -4999018 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 77658 members 
Entering Unmasked Estep 
Score: -4999055.500000 Penalty: 3661.625000
	Iteration 20F: 3 clusters Score -4999056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 77695 members 
Entering Unmasked Estep 
Score: -4999092.000000 Penalty: 3661.625000
	Iteration 21Q: 3 clusters Score -4999092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 77722 members 
Entering Unmasked Estep 
Score: -4999104.500000 Penalty: 3661.625000
	Iteration 22Q: 3 clusters Score -4999104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 77740 members 
Entering Unmasked Estep 
Score: -4999119.000000 Penalty: 3661.625000
	Iteration 23Q: 3 clusters Score -4999119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 77755 members 
Entering Unmasked Estep 
Score: -4999138.500000 Penalty: 3661.625000
	Iteration 24Q: 3 clusters Score -4999138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 77771 members 
Entering Unmasked Estep 
Score: -4999150.500000 Penalty: 3661.625000
	Iteration 25Q: 3 clusters Score -4999150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 77779 members 
Entering Unmasked Estep 
Score: -4999166.000000 Penalty: 3661.625000
	Iteration 26Q: 3 clusters Score -4999166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 77783 members 
Entering Unmasked Estep 
Score: -4999172.000000 Penalty: 3661.625000
	Iteration 27Q: 3 clusters Score -4999172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 77793 members 
Entering Unmasked Estep 
Score: -4999184.500000 Penalty: 3661.625000
	Iteration 28Q: 3 clusters Score -4999184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 77798 members 
Entering Unmasked Estep 
Score: -4999195.500000 Penalty: 3661.625000
	Iteration 29Q: 3 clusters Score -4999196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 77801 members 
Entering Unmasked Estep 
Score: -4999199.000000 Penalty: 3661.625000
	Iteration 30Q: 3 clusters Score -4999199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 77804 members 
Entering Unmasked Estep 
Score: -4999199.500000 Penalty: 3661.625000
	Iteration 31Q: 3 clusters Score -4999200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 77806 members 
Entering Unmasked Estep 
Score: -4999201.000000 Penalty: 3661.625000
	Iteration 32Q: 3 clusters Score -4999201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 77807 members 
Entering Unmasked Estep 
Score: -4999204.500000 Penalty: 3661.625000
	Iteration 33Q: 3 clusters Score -4999204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 77806 members 
Entering Unmasked Estep 
Score: -4999203.500000 Penalty: 3661.625000
	Iteration 34Q: 3 clusters Score -4999204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 77806 members 
Entering Unmasked Estep 
Score: -4999204.000000 Penalty: 3661.625000
	Iteration 35Q: 3 clusters Score -4999204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 77806 members 
Entering Unmasked Estep 
Score: -4999204.000000 Penalty: 3661.625000
	Iteration 36F: 3 clusters Score -4999204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Entering Unmasked Estep 
Score: -433979.937500 Penalty: 1427.276978
	Iteration 0F: 2 clusters Score -433979.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -428997.562500 Penalty: 2854.553955
	Iteration 0F: 3 clusters Score -428997.6 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -430445.656250 Penalty: 2854.553955
	Iteration 1F: 3 clusters Score -430445.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -430669.750000 Penalty: 2854.553955
	Iteration 2F: 3 clusters Score -430669.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -430837.187500 Penalty: 2854.553955
	Iteration 3Q: 3 clusters Score -430837.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -430985.437500 Penalty: 2854.553955
	Iteration 4Q: 3 clusters Score -430985.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -431155.343750 Penalty: 2854.553955
	Iteration 5Q: 3 clusters Score -431155.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -431327.875000 Penalty: 2854.553955
	Iteration 6Q: 3 clusters Score -431327.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -431485.843750 Penalty: 2854.553955
	Iteration 7Q: 3 clusters Score -431485.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -431654.031250 Penalty: 2854.553955
	Iteration 8Q: 3 clusters Score -431654 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -431828.812500 Penalty: 2854.553955
	Iteration 9Q: 3 clusters Score -431828.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -431978.687500 Penalty: 2854.553955
	Iteration 10Q: 3 clusters Score -431978.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -432095.750000 Penalty: 2854.553955
	Iteration 11Q: 3 clusters Score -432095.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -432180.062500 Penalty: 2854.553955
	Iteration 12Q: 3 clusters Score -432180.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -432244.218750 Penalty: 2854.553955
	Iteration 13Q: 3 clusters Score -432244.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -432306.687500 Penalty: 2854.553955
	Iteration 14Q: 3 clusters Score -432306.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -432348.062500 Penalty: 2854.553955
	Iteration 15Q: 3 clusters Score -432348.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -432386.125000 Penalty: 2854.553955
	Iteration 16Q: 3 clusters Score -432386.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -432428.937500 Penalty: 2854.553955
	Iteration 17Q: 3 clusters Score -432428.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -432464.843750 Penalty: 2854.553955
	Iteration 18Q: 3 clusters Score -432464.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -432487.000000 Penalty: 2854.553955
	Iteration 19Q: 3 clusters Score -432487 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -432502.687500 Penalty: 2854.553955
	Iteration 20F: 3 clusters Score -432502.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -432513.875000 Penalty: 2854.553955
	Iteration 21Q: 3 clusters Score -432513.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -432527.062500 Penalty: 2854.553955
	Iteration 22Q: 3 clusters Score -432527.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -432541.062500 Penalty: 2854.553955
	Iteration 23Q: 3 clusters Score -432541.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -432558.437500 Penalty: 2854.553955
	Iteration 24Q: 3 clusters Score -432558.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -432575.093750 Penalty: 2854.553955
	Iteration 25Q: 3 clusters Score -432575.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -432594.468750 Penalty: 2854.553955
	Iteration 26Q: 3 clusters Score -432594.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -432614.906250 Penalty: 2854.553955
	Iteration 27Q: 3 clusters Score -432614.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -432637.375000 Penalty: 2854.553955
	Iteration 28Q: 3 clusters Score -432637.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -432662.250000 Penalty: 2854.553955
	Iteration 29Q: 3 clusters Score -432662.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -432688.687500 Penalty: 2854.553955
	Iteration 30Q: 3 clusters Score -432688.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -432713.281250 Penalty: 2854.553955
	Iteration 31Q: 3 clusters Score -432713.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -432729.562500 Penalty: 2854.553955
	Iteration 32Q: 3 clusters Score -432729.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -432746.125000 Penalty: 2854.553955
	Iteration 33Q: 3 clusters Score -432746.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -432768.281250 Penalty: 2854.553955
	Iteration 34Q: 3 clusters Score -432768.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -432788.968750 Penalty: 2854.553955
	Iteration 35Q: 3 clusters Score -432789 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -432803.250000 Penalty: 2854.553955
	Iteration 36Q: 3 clusters Score -432803.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -432813.375000 Penalty: 2854.553955
	Iteration 37Q: 3 clusters Score -432813.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -432819.468750 Penalty: 2854.553955
	Iteration 38Q: 3 clusters Score -432819.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -432828.312500 Penalty: 2854.553955
	Iteration 39Q: 3 clusters Score -432828.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -432836.750000 Penalty: 2854.553955
	Iteration 40F: 3 clusters Score -432836.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -432846.343750 Penalty: 2854.553955
	Iteration 41Q: 3 clusters Score -432846.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -432852.593750 Penalty: 2854.553955
	Iteration 42Q: 3 clusters Score -432852.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -432856.093750 Penalty: 2854.553955
	Iteration 43Q: 3 clusters Score -432856.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -432860.437500 Penalty: 2854.553955
	Iteration 44Q: 3 clusters Score -432860.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -432867.906250 Penalty: 2854.553955
	Iteration 45Q: 3 clusters Score -432867.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -432872.156250 Penalty: 2854.553955
	Iteration 46Q: 3 clusters Score -432872.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -432876.875000 Penalty: 2854.553955
	Iteration 47Q: 3 clusters Score -432876.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -432879.718750 Penalty: 2854.553955
	Iteration 48Q: 3 clusters Score -432879.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -432881.968750 Penalty: 2854.553955
	Iteration 49Q: 3 clusters Score -432882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -432885.625000 Penalty: 2854.553955
	Iteration 50Q: 3 clusters Score -432885.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -432890.031250 Penalty: 2854.553955
	Iteration 51Q: 3 clusters Score -432890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -432891.937500 Penalty: 2854.553955
	Iteration 52Q: 3 clusters Score -432891.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -432895.187500 Penalty: 2854.553955
	Iteration 53Q: 3 clusters Score -432895.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -432902.156250 Penalty: 2854.553955
	Iteration 54Q: 3 clusters Score -432902.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -432909.500000 Penalty: 2854.553955
	Iteration 55Q: 3 clusters Score -432909.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -432915.906250 Penalty: 2854.553955
	Iteration 56Q: 3 clusters Score -432915.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -432923.750000 Penalty: 2854.553955
	Iteration 57Q: 3 clusters Score -432923.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -432931.156250 Penalty: 2854.553955
	Iteration 58Q: 3 clusters Score -432931.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -432937.812500 Penalty: 2854.553955
	Iteration 59Q: 3 clusters Score -432937.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -432941.937500 Penalty: 2854.553955
	Iteration 60F: 3 clusters Score -432941.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -432947.750000 Penalty: 2854.553955
	Iteration 61Q: 3 clusters Score -432947.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -432950.593750 Penalty: 2854.553955
	Iteration 62Q: 3 clusters Score -432950.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -432953.687500 Penalty: 2854.553955
	Iteration 63Q: 3 clusters Score -432953.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -432957.812500 Penalty: 2854.553955
	Iteration 64Q: 3 clusters Score -432957.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -432962.625000 Penalty: 2854.553955
	Iteration 65Q: 3 clusters Score -432962.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -432965.687500 Penalty: 2854.553955
	Iteration 66Q: 3 clusters Score -432965.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -432967.531250 Penalty: 2854.553955
	Iteration 67Q: 3 clusters Score -432967.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -432969.343750 Penalty: 2854.553955
	Iteration 68Q: 3 clusters Score -432969.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -432971.093750 Penalty: 2854.553955
	Iteration 69Q: 3 clusters Score -432971.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -432971.718750 Penalty: 2854.553955
	Iteration 70Q: 3 clusters Score -432971.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -432972.187500 Penalty: 2854.553955
	Iteration 71Q: 3 clusters Score -432972.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -432972.781250 Penalty: 2854.553955
	Iteration 72Q: 3 clusters Score -432972.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -432972.781250 Penalty: 2854.553955
	Iteration 73F: 3 clusters Score -432972.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (92747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92747 members 
Entering Unmasked Estep 
Score: -5680948.500000 Penalty: 1858.614990
	Iteration 0F: 2 clusters Score -5680948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -5618762.500000 Penalty: 3717.229980
	Iteration 0F: 3 clusters Score -5618762 nChanged 44372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -5644952.500000 Penalty: 3717.229980
	Iteration 1F: 3 clusters Score -5644952 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -5646354.000000 Penalty: 3717.229980
	Iteration 2Q: 3 clusters Score -5646354 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57455 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -5648514.500000 Penalty: 3717.229980
	Iteration 3Q: 3 clusters Score -5648514 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -5652151.500000 Penalty: 3717.229980
	Iteration 4F: 3 clusters Score -5652152 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69924 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -5657840.000000 Penalty: 3717.229980
	Iteration 5F: 3 clusters Score -5657840 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77682 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -5665029.500000 Penalty: 3717.229980
	Iteration 6F: 3 clusters Score -5665030 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84453 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -5671595.000000 Penalty: 3717.229980
	Iteration 7F: 3 clusters Score -5671595 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88927 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -5675911.000000 Penalty: 3717.229980
	Iteration 8Q: 3 clusters Score -5675911 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91189 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5678035.000000 Penalty: 3717.229980
	Iteration 9Q: 3 clusters Score -5678035 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92049 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5678848.500000 Penalty: 3717.229980
	Iteration 10Q: 3 clusters Score -5678848 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92330 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5679098.000000 Penalty: 3717.229980
	Iteration 11Q: 3 clusters Score -5679098 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92433 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5679211.500000 Penalty: 3717.229980
	Iteration 12Q: 3 clusters Score -5679212 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92480 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5679261.500000 Penalty: 3717.229980
	Iteration 13Q: 3 clusters Score -5679262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92505 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5679286.000000 Penalty: 3717.229980
	Iteration 14Q: 3 clusters Score -5679286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92514 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5679298.000000 Penalty: 3717.229980
	Iteration 15Q: 3 clusters Score -5679298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92519 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5679322.500000 Penalty: 3717.229980
	Iteration 16Q: 3 clusters Score -5679322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92519 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5679330.000000 Penalty: 3717.229980
	Iteration 17Q: 3 clusters Score -5679330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92518 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5679340.500000 Penalty: 3717.229980
	Iteration 18Q: 3 clusters Score -5679340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92520 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5679344.000000 Penalty: 3717.229980
	Iteration 19Q: 3 clusters Score -5679344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92523 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5679356.000000 Penalty: 3717.229980
	Iteration 20F: 3 clusters Score -5679356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92527 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5679366.000000 Penalty: 3717.229980
	Iteration 21Q: 3 clusters Score -5679366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92532 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5679363.500000 Penalty: 3717.229980
	Iteration 22Q: 3 clusters Score -5679364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92536 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5679364.000000 Penalty: 3717.229980
	Iteration 23Q: 3 clusters Score -5679364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92536 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5679372.500000 Penalty: 3717.229980
	Iteration 24Q: 3 clusters Score -5679372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92535 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5679375.000000 Penalty: 3717.229980
	Iteration 25Q: 3 clusters Score -5679375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92534 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5679380.000000 Penalty: 3717.229980
	Iteration 26Q: 3 clusters Score -5679380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92534 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5679380.000000 Penalty: 3717.229980
	Iteration 27F: 3 clusters Score -5679380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Entering Unmasked Estep 
Score: -1388179.500000 Penalty: 1626.786865
	Iteration 0F: 2 clusters Score -1388180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1372915.125000 Penalty: 3253.573730
	Iteration 0F: 3 clusters Score -1372915 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1378473.125000 Penalty: 3253.573730
	Iteration 1F: 3 clusters Score -1378473 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1378834.000000 Penalty: 3253.573730
	Iteration 2Q: 3 clusters Score -1378834 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1379134.500000 Penalty: 3253.573730
	Iteration 3Q: 3 clusters Score -1379134 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1379413.000000 Penalty: 3253.573730
	Iteration 4Q: 3 clusters Score -1379413 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1379680.500000 Penalty: 3253.573730
	Iteration 5Q: 3 clusters Score -1379680 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1379976.375000 Penalty: 3253.573730
	Iteration 6Q: 3 clusters Score -1379976 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1380294.875000 Penalty: 3253.573730
	Iteration 7Q: 3 clusters Score -1380295 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1380618.875000 Penalty: 3253.573730
	Iteration 8Q: 3 clusters Score -1380619 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1380920.625000 Penalty: 3253.573730
	Iteration 9Q: 3 clusters Score -1380921 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1381258.375000 Penalty: 3253.573730
	Iteration 10Q: 3 clusters Score -1381258 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1381599.250000 Penalty: 3253.573730
	Iteration 11Q: 3 clusters Score -1381599 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1381972.125000 Penalty: 3253.573730
	Iteration 12Q: 3 clusters Score -1381972 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1382411.125000 Penalty: 3253.573730
	Iteration 13Q: 3 clusters Score -1382411 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1382907.625000 Penalty: 3253.573730
	Iteration 14Q: 3 clusters Score -1382908 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1383441.000000 Penalty: 3253.573730
	Iteration 15Q: 3 clusters Score -1383441 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1383923.375000 Penalty: 3253.573730
	Iteration 16Q: 3 clusters Score -1383923 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1384334.250000 Penalty: 3253.573730
	Iteration 17Q: 3 clusters Score -1384334 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1384698.125000 Penalty: 3253.573730
	Iteration 18Q: 3 clusters Score -1384698 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1384999.500000 Penalty: 3253.573730
	Iteration 19Q: 3 clusters Score -1385000 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1385248.125000 Penalty: 3253.573730
	Iteration 20F: 3 clusters Score -1385248 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1385433.125000 Penalty: 3253.573730
	Iteration 21Q: 3 clusters Score -1385433 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1385580.500000 Penalty: 3253.573730
	Iteration 22Q: 3 clusters Score -1385580 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1385677.250000 Penalty: 3253.573730
	Iteration 23Q: 3 clusters Score -1385677 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1385764.000000 Penalty: 3253.573730
	Iteration 24Q: 3 clusters Score -1385764 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1385844.625000 Penalty: 3253.573730
	Iteration 25Q: 3 clusters Score -1385845 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1385904.875000 Penalty: 3253.573730
	Iteration 26Q: 3 clusters Score -1385905 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1385939.125000 Penalty: 3253.573730
	Iteration 27Q: 3 clusters Score -1385939 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1385972.500000 Penalty: 3253.573730
	Iteration 28Q: 3 clusters Score -1385972 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1385997.125000 Penalty: 3253.573730
	Iteration 29Q: 3 clusters Score -1385997 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1386017.125000 Penalty: 3253.573730
	Iteration 30Q: 3 clusters Score -1386017 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1386040.000000 Penalty: 3253.573730
	Iteration 31Q: 3 clusters Score -1386040 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1386059.625000 Penalty: 3253.573730
	Iteration 32Q: 3 clusters Score -1386060 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1386084.375000 Penalty: 3253.573730
	Iteration 33Q: 3 clusters Score -1386084 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1386107.750000 Penalty: 3253.573730
	Iteration 34Q: 3 clusters Score -1386108 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1386130.500000 Penalty: 3253.573730
	Iteration 35Q: 3 clusters Score -1386130 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1386160.750000 Penalty: 3253.573730
	Iteration 36Q: 3 clusters Score -1386161 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1386188.125000 Penalty: 3253.573730
	Iteration 37Q: 3 clusters Score -1386188 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1386206.625000 Penalty: 3253.573730
	Iteration 38Q: 3 clusters Score -1386207 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1386233.750000 Penalty: 3253.573730
	Iteration 39Q: 3 clusters Score -1386234 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1386264.250000 Penalty: 3253.573730
	Iteration 40F: 3 clusters Score -1386264 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1386295.625000 Penalty: 3253.573730
	Iteration 41Q: 3 clusters Score -1386296 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1386331.250000 Penalty: 3253.573730
	Iteration 42Q: 3 clusters Score -1386331 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1386366.625000 Penalty: 3253.573730
	Iteration 43Q: 3 clusters Score -1386367 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1386394.875000 Penalty: 3253.573730
	Iteration 44Q: 3 clusters Score -1386395 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1386428.125000 Penalty: 3253.573730
	Iteration 45Q: 3 clusters Score -1386428 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1386452.750000 Penalty: 3253.573730
	Iteration 46Q: 3 clusters Score -1386453 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1386489.625000 Penalty: 3253.573730
	Iteration 47Q: 3 clusters Score -1386490 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1386529.250000 Penalty: 3253.573730
	Iteration 48Q: 3 clusters Score -1386529 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1386572.250000 Penalty: 3253.573730
	Iteration 49Q: 3 clusters Score -1386572 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1386618.500000 Penalty: 3253.573730
	Iteration 50Q: 3 clusters Score -1386618 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1386653.625000 Penalty: 3253.573730
	Iteration 51Q: 3 clusters Score -1386654 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1386688.875000 Penalty: 3253.573730
	Iteration 52Q: 3 clusters Score -1386689 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1386715.500000 Penalty: 3253.573730
	Iteration 53Q: 3 clusters Score -1386716 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1386746.125000 Penalty: 3253.573730
	Iteration 54Q: 3 clusters Score -1386746 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1386768.375000 Penalty: 3253.573730
	Iteration 55Q: 3 clusters Score -1386768 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1386787.125000 Penalty: 3253.573730
	Iteration 56Q: 3 clusters Score -1386787 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1386802.250000 Penalty: 3253.573730
	Iteration 57Q: 3 clusters Score -1386802 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1386821.500000 Penalty: 3253.573730
	Iteration 58Q: 3 clusters Score -1386822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1386833.375000 Penalty: 3253.573730
	Iteration 59Q: 3 clusters Score -1386833 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1386848.625000 Penalty: 3253.573730
	Iteration 60F: 3 clusters Score -1386849 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1386866.000000 Penalty: 3253.573730
	Iteration 61Q: 3 clusters Score -1386866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1386872.750000 Penalty: 3253.573730
	Iteration 62Q: 3 clusters Score -1386873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1386876.375000 Penalty: 3253.573730
	Iteration 63Q: 3 clusters Score -1386876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1386878.500000 Penalty: 3253.573730
	Iteration 64Q: 3 clusters Score -1386878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1386885.875000 Penalty: 3253.573730
	Iteration 65Q: 3 clusters Score -1386886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1386888.750000 Penalty: 3253.573730
	Iteration 66Q: 3 clusters Score -1386889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1386889.375000 Penalty: 3253.573730
	Iteration 67Q: 3 clusters Score -1386889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1386888.250000 Penalty: 3253.573730
	Iteration 68Q: 3 clusters Score -1386888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1386888.625000 Penalty: 3253.573730
	Iteration 69Q: 3 clusters Score -1386889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1386890.625000 Penalty: 3253.573730
	Iteration 70Q: 3 clusters Score -1386891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1386890.750000 Penalty: 3253.573730
	Iteration 71Q: 3 clusters Score -1386891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1386891.500000 Penalty: 3253.573730
	Iteration 72Q: 3 clusters Score -1386892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1386894.750000 Penalty: 3253.573730
	Iteration 73Q: 3 clusters Score -1386895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1386895.375000 Penalty: 3253.573730
	Iteration 74Q: 3 clusters Score -1386895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1386896.875000 Penalty: 3253.573730
	Iteration 75Q: 3 clusters Score -1386897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1386898.750000 Penalty: 3253.573730
	Iteration 76Q: 3 clusters Score -1386899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1386899.000000 Penalty: 3253.573730
	Iteration 77Q: 3 clusters Score -1386899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1386899.250000 Penalty: 3253.573730
	Iteration 78Q: 3 clusters Score -1386899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1386897.625000 Penalty: 3253.573730
	Iteration 79Q: 3 clusters Score -1386898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1386897.750000 Penalty: 3253.573730
	Iteration 80F: 3 clusters Score -1386898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1386898.375000 Penalty: 3253.573730
	Iteration 81Q: 3 clusters Score -1386898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1386898.875000 Penalty: 3253.573730
	Iteration 82Q: 3 clusters Score -1386899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1386898.500000 Penalty: 3253.573730
	Iteration 83Q: 3 clusters Score -1386898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1386898.250000 Penalty: 3253.573730
	Iteration 84Q: 3 clusters Score -1386898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1386898.750000 Penalty: 3253.573730
	Iteration 85Q: 3 clusters Score -1386899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1386898.250000 Penalty: 3253.573730
	Iteration 86Q: 3 clusters Score -1386898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1386899.375000 Penalty: 3253.573730
	Iteration 87Q: 3 clusters Score -1386899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1386898.500000 Penalty: 3253.573730
	Iteration 88Q: 3 clusters Score -1386898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1386898.500000 Penalty: 3253.573730
	Iteration 89F: 3 clusters Score -1386898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -7513.299316 Penalty: 822.671692
	Iteration 0F: 2 clusters Score -7513.299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6809.159668 Penalty: 1645.343384
	Iteration 0F: 3 clusters Score -6809.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6843.870605 Penalty: 1645.343384
	Iteration 1F: 3 clusters Score -6843.871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6864.079102 Penalty: 1645.343384
	Iteration 2Q: 3 clusters Score -6864.079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6868.564453 Penalty: 1645.343384
	Iteration 3Q: 3 clusters Score -6868.564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6868.564453 Penalty: 1645.343384
	Iteration 4F: 3 clusters Score -6868.564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Entering Unmasked Estep 
Score: -2729995.750000 Penalty: 1738.706543
	Iteration 0F: 2 clusters Score -2729996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -2700135.750000 Penalty: 3477.413086
	Iteration 0F: 3 clusters Score -2700136 nChanged 20744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2711797.000000 Penalty: 3477.413086
	Iteration 1F: 3 clusters Score -2711797 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -2712197.000000 Penalty: 3477.413086
	Iteration 2Q: 3 clusters Score -2712197 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -2712604.750000 Penalty: 3477.413086
	Iteration 3Q: 3 clusters Score -2712605 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2713023.000000 Penalty: 3477.413086
	Iteration 4Q: 3 clusters Score -2713023 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -2713538.250000 Penalty: 3477.413086
	Iteration 5Q: 3 clusters Score -2713538 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2714196.250000 Penalty: 3477.413086
	Iteration 6Q: 3 clusters Score -2714196 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2715053.500000 Penalty: 3477.413086
	Iteration 7Q: 3 clusters Score -2715054 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2716316.750000 Penalty: 3477.413086
	Iteration 8Q: 3 clusters Score -2716317 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2718007.750000 Penalty: 3477.413086
	Iteration 9F: 3 clusters Score -2718008 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2719882.000000 Penalty: 3477.413086
	Iteration 10F: 3 clusters Score -2719882 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2721614.750000 Penalty: 3477.413086
	Iteration 11F: 3 clusters Score -2721615 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2723007.750000 Penalty: 3477.413086
	Iteration 12Q: 3 clusters Score -2723008 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2724103.750000 Penalty: 3477.413086
	Iteration 13Q: 3 clusters Score -2724104 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2724898.750000 Penalty: 3477.413086
	Iteration 14Q: 3 clusters Score -2724899 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2725529.000000 Penalty: 3477.413086
	Iteration 15Q: 3 clusters Score -2725529 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2726059.000000 Penalty: 3477.413086
	Iteration 16Q: 3 clusters Score -2726059 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2726523.500000 Penalty: 3477.413086
	Iteration 17Q: 3 clusters Score -2726524 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2726941.750000 Penalty: 3477.413086
	Iteration 18Q: 3 clusters Score -2726942 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2727249.750000 Penalty: 3477.413086
	Iteration 19Q: 3 clusters Score -2727250 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2727523.500000 Penalty: 3477.413086
	Iteration 20F: 3 clusters Score -2727524 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2727760.750000 Penalty: 3477.413086
	Iteration 21Q: 3 clusters Score -2727761 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2727939.250000 Penalty: 3477.413086
	Iteration 22Q: 3 clusters Score -2727939 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2728077.500000 Penalty: 3477.413086
	Iteration 23Q: 3 clusters Score -2728078 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2728179.500000 Penalty: 3477.413086
	Iteration 24Q: 3 clusters Score -2728180 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2728279.500000 Penalty: 3477.413086
	Iteration 25Q: 3 clusters Score -2728280 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2728355.500000 Penalty: 3477.413086
	Iteration 26Q: 3 clusters Score -2728356 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2728388.750000 Penalty: 3477.413086
	Iteration 27Q: 3 clusters Score -2728389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2728416.750000 Penalty: 3477.413086
	Iteration 28Q: 3 clusters Score -2728417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2728434.250000 Penalty: 3477.413086
	Iteration 29Q: 3 clusters Score -2728434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2728450.500000 Penalty: 3477.413086
	Iteration 30Q: 3 clusters Score -2728450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2728467.750000 Penalty: 3477.413086
	Iteration 31Q: 3 clusters Score -2728468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2728469.000000 Penalty: 3477.413086
	Iteration 32Q: 3 clusters Score -2728469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2728469.250000 Penalty: 3477.413086
	Iteration 33Q: 3 clusters Score -2728469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2728477.000000 Penalty: 3477.413086
	Iteration 34Q: 3 clusters Score -2728477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2728475.250000 Penalty: 3477.413086
	Iteration 35Q: 3 clusters Score -2728475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2728475.500000 Penalty: 3477.413086
	Iteration 36Q: 3 clusters Score -2728476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2728477.000000 Penalty: 3477.413086
	Iteration 37Q: 3 clusters Score -2728477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2728475.500000 Penalty: 3477.413086
	Iteration 38Q: 3 clusters Score -2728476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2728474.750000 Penalty: 3477.413086
	Iteration 39Q: 3 clusters Score -2728475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2728474.750000 Penalty: 3477.413086
	Iteration 40F: 3 clusters Score -2728475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Entering Unmasked Estep 
Score: -802103.000000 Penalty: 1543.522095
	Iteration 0F: 2 clusters Score -802103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -792796.250000 Penalty: 3087.044189
	Iteration 0F: 3 clusters Score -792796.2 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -796268.687500 Penalty: 3087.044189
	Iteration 1F: 3 clusters Score -796268.7 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -796690.625000 Penalty: 3087.044189
	Iteration 2F: 3 clusters Score -796690.6 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -797173.312500 Penalty: 3087.044189
	Iteration 3F: 3 clusters Score -797173.3 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -797744.750000 Penalty: 3087.044189
	Iteration 4F: 3 clusters Score -797744.8 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -798396.562500 Penalty: 3087.044189
	Iteration 5F: 3 clusters Score -798396.6 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -798979.625000 Penalty: 3087.044189
	Iteration 6F: 3 clusters Score -798979.6 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -799502.875000 Penalty: 3087.044189
	Iteration 7Q: 3 clusters Score -799502.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -799907.375000 Penalty: 3087.044189
	Iteration 8Q: 3 clusters Score -799907.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -800211.812500 Penalty: 3087.044189
	Iteration 9Q: 3 clusters Score -800211.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -800517.375000 Penalty: 3087.044189
	Iteration 10Q: 3 clusters Score -800517.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -800770.750000 Penalty: 3087.044189
	Iteration 11Q: 3 clusters Score -800770.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -800904.000000 Penalty: 3087.044189
	Iteration 12Q: 3 clusters Score -800904 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -800997.875000 Penalty: 3087.044189
	Iteration 13Q: 3 clusters Score -800997.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -801051.750000 Penalty: 3087.044189
	Iteration 14Q: 3 clusters Score -801051.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -801081.500000 Penalty: 3087.044189
	Iteration 15Q: 3 clusters Score -801081.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -801101.062500 Penalty: 3087.044189
	Iteration 16Q: 3 clusters Score -801101.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -801120.000000 Penalty: 3087.044189
	Iteration 17Q: 3 clusters Score -801120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -801137.125000 Penalty: 3087.044189
	Iteration 18Q: 3 clusters Score -801137.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -801154.750000 Penalty: 3087.044189
	Iteration 19Q: 3 clusters Score -801154.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -801167.625000 Penalty: 3087.044189
	Iteration 20F: 3 clusters Score -801167.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -801173.062500 Penalty: 3087.044189
	Iteration 21Q: 3 clusters Score -801173.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -801172.437500 Penalty: 3087.044189
	Iteration 22Q: 3 clusters Score -801172.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -801176.062500 Penalty: 3087.044189
	Iteration 23Q: 3 clusters Score -801176.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -801176.375000 Penalty: 3087.044189
	Iteration 24Q: 3 clusters Score -801176.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -801179.125000 Penalty: 3087.044189
	Iteration 25Q: 3 clusters Score -801179.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -801180.750000 Penalty: 3087.044189
	Iteration 26Q: 3 clusters Score -801180.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -801182.000000 Penalty: 3087.044189
	Iteration 27Q: 3 clusters Score -801182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -801184.562500 Penalty: 3087.044189
	Iteration 28Q: 3 clusters Score -801184.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -801184.437500 Penalty: 3087.044189
	Iteration 29Q: 3 clusters Score -801184.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -801184.625000 Penalty: 3087.044189
	Iteration 30Q: 3 clusters Score -801184.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -801184.625000 Penalty: 3087.044189
	Iteration 31F: 3 clusters Score -801184.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Entering Unmasked Estep 
Score: -515920.750000 Penalty: 1474.832886
	Iteration 0F: 2 clusters Score -515920.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -509565.812500 Penalty: 2949.665771
	Iteration 0F: 3 clusters Score -509565.8 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -511742.906250 Penalty: 2949.665771
	Iteration 1F: 3 clusters Score -511742.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -512266.812500 Penalty: 2949.665771
	Iteration 2F: 3 clusters Score -512266.8 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -512851.562500 Penalty: 2949.665771
	Iteration 3F: 3 clusters Score -512851.6 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -513452.531250 Penalty: 2949.665771
	Iteration 4F: 3 clusters Score -513452.5 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -514097.000000 Penalty: 2949.665771
	Iteration 5F: 3 clusters Score -514097 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -514647.000000 Penalty: 2949.665771
	Iteration 6F: 3 clusters Score -514647 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -515020.406250 Penalty: 2949.665771
	Iteration 7F: 3 clusters Score -515020.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -515228.031250 Penalty: 2949.665771
	Iteration 8Q: 3 clusters Score -515228 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -515335.937500 Penalty: 2949.665771
	Iteration 9Q: 3 clusters Score -515335.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -515401.531250 Penalty: 2949.665771
	Iteration 10Q: 3 clusters Score -515401.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -515452.875000 Penalty: 2949.665771
	Iteration 11Q: 3 clusters Score -515452.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -515500.500000 Penalty: 2949.665771
	Iteration 12Q: 3 clusters Score -515500.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -515548.562500 Penalty: 2949.665771
	Iteration 13Q: 3 clusters Score -515548.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -515601.125000 Penalty: 2949.665771
	Iteration 14Q: 3 clusters Score -515601.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -515638.312500 Penalty: 2949.665771
	Iteration 15Q: 3 clusters Score -515638.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -515660.218750 Penalty: 2949.665771
	Iteration 16Q: 3 clusters Score -515660.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -515677.593750 Penalty: 2949.665771
	Iteration 17Q: 3 clusters Score -515677.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -515691.375000 Penalty: 2949.665771
	Iteration 18Q: 3 clusters Score -515691.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -515699.562500 Penalty: 2949.665771
	Iteration 19Q: 3 clusters Score -515699.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -515702.218750 Penalty: 2949.665771
	Iteration 20F: 3 clusters Score -515702.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -515705.312500 Penalty: 2949.665771
	Iteration 21Q: 3 clusters Score -515705.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -515712.968750 Penalty: 2949.665771
	Iteration 22Q: 3 clusters Score -515713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -515715.312500 Penalty: 2949.665771
	Iteration 23Q: 3 clusters Score -515715.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -515717.062500 Penalty: 2949.665771
	Iteration 24Q: 3 clusters Score -515717.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -515716.781250 Penalty: 2949.665771
	Iteration 25Q: 3 clusters Score -515716.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -515716.781250 Penalty: 2949.665771
	Iteration 26F: 3 clusters Score -515716.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Entering Unmasked Estep 
Score: -629904.562500 Penalty: 1504.531372
	Iteration 0F: 2 clusters Score -629904.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -622480.750000 Penalty: 3009.062744
	Iteration 0F: 3 clusters Score -622480.8 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -625007.937500 Penalty: 3009.062744
	Iteration 1F: 3 clusters Score -625007.9 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -625435.187500 Penalty: 3009.062744
	Iteration 2F: 3 clusters Score -625435.2 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -625830.125000 Penalty: 3009.062744
	Iteration 3F: 3 clusters Score -625830.1 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -626296.312500 Penalty: 3009.062744
	Iteration 4F: 3 clusters Score -626296.3 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -626773.500000 Penalty: 3009.062744
	Iteration 5F: 3 clusters Score -626773.5 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -627222.375000 Penalty: 3009.062744
	Iteration 6F: 3 clusters Score -627222.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -627652.312500 Penalty: 3009.062744
	Iteration 7F: 3 clusters Score -627652.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -628020.062500 Penalty: 3009.062744
	Iteration 8Q: 3 clusters Score -628020.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -628303.750000 Penalty: 3009.062744
	Iteration 9Q: 3 clusters Score -628303.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -628476.437500 Penalty: 3009.062744
	Iteration 10Q: 3 clusters Score -628476.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -628565.437500 Penalty: 3009.062744
	Iteration 11Q: 3 clusters Score -628565.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -628616.000000 Penalty: 3009.062744
	Iteration 12Q: 3 clusters Score -628616 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -628656.000000 Penalty: 3009.062744
	Iteration 13Q: 3 clusters Score -628656 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -628678.812500 Penalty: 3009.062744
	Iteration 14Q: 3 clusters Score -628678.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -628694.687500 Penalty: 3009.062744
	Iteration 15Q: 3 clusters Score -628694.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -628708.062500 Penalty: 3009.062744
	Iteration 16Q: 3 clusters Score -628708.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -628720.375000 Penalty: 3009.062744
	Iteration 17Q: 3 clusters Score -628720.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -628731.937500 Penalty: 3009.062744
	Iteration 18Q: 3 clusters Score -628731.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -628741.562500 Penalty: 3009.062744
	Iteration 19Q: 3 clusters Score -628741.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -628752.000000 Penalty: 3009.062744
	Iteration 20F: 3 clusters Score -628752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -628764.187500 Penalty: 3009.062744
	Iteration 21Q: 3 clusters Score -628764.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -628776.937500 Penalty: 3009.062744
	Iteration 22Q: 3 clusters Score -628776.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -628792.562500 Penalty: 3009.062744
	Iteration 23Q: 3 clusters Score -628792.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -628801.937500 Penalty: 3009.062744
	Iteration 24Q: 3 clusters Score -628801.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -628814.750000 Penalty: 3009.062744
	Iteration 25Q: 3 clusters Score -628814.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -628825.875000 Penalty: 3009.062744
	Iteration 26Q: 3 clusters Score -628825.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -628833.812500 Penalty: 3009.062744
	Iteration 27Q: 3 clusters Score -628833.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -628839.000000 Penalty: 3009.062744
	Iteration 28Q: 3 clusters Score -628839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -628842.000000 Penalty: 3009.062744
	Iteration 29Q: 3 clusters Score -628842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -628845.937500 Penalty: 3009.062744
	Iteration 30Q: 3 clusters Score -628845.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -628846.625000 Penalty: 3009.062744
	Iteration 31Q: 3 clusters Score -628846.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -628847.687500 Penalty: 3009.062744
	Iteration 32Q: 3 clusters Score -628847.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -628849.375000 Penalty: 3009.062744
	Iteration 33Q: 3 clusters Score -628849.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -628854.500000 Penalty: 3009.062744
	Iteration 34Q: 3 clusters Score -628854.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -628858.125000 Penalty: 3009.062744
	Iteration 35Q: 3 clusters Score -628858.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -628859.375000 Penalty: 3009.062744
	Iteration 36Q: 3 clusters Score -628859.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -628865.625000 Penalty: 3009.062744
	Iteration 37Q: 3 clusters Score -628865.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -628867.500000 Penalty: 3009.062744
	Iteration 38Q: 3 clusters Score -628867.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -628868.875000 Penalty: 3009.062744
	Iteration 39Q: 3 clusters Score -628868.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -628873.062500 Penalty: 3009.062744
	Iteration 40F: 3 clusters Score -628873.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -628874.187500 Penalty: 3009.062744
	Iteration 41Q: 3 clusters Score -628874.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -628875.062500 Penalty: 3009.062744
	Iteration 42Q: 3 clusters Score -628875.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -628876.875000 Penalty: 3009.062744
	Iteration 43Q: 3 clusters Score -628876.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -628878.937500 Penalty: 3009.062744
	Iteration 44Q: 3 clusters Score -628878.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -628882.000000 Penalty: 3009.062744
	Iteration 45Q: 3 clusters Score -628882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -628883.812500 Penalty: 3009.062744
	Iteration 46Q: 3 clusters Score -628883.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -628886.750000 Penalty: 3009.062744
	Iteration 47Q: 3 clusters Score -628886.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -628888.625000 Penalty: 3009.062744
	Iteration 48Q: 3 clusters Score -628888.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -628891.937500 Penalty: 3009.062744
	Iteration 49Q: 3 clusters Score -628891.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -628892.937500 Penalty: 3009.062744
	Iteration 50Q: 3 clusters Score -628892.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -628897.812500 Penalty: 3009.062744
	Iteration 51Q: 3 clusters Score -628897.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -628898.062500 Penalty: 3009.062744
	Iteration 52Q: 3 clusters Score -628898.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -628900.125000 Penalty: 3009.062744
	Iteration 53Q: 3 clusters Score -628900.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -628901.687500 Penalty: 3009.062744
	Iteration 54Q: 3 clusters Score -628901.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -628905.125000 Penalty: 3009.062744
	Iteration 55Q: 3 clusters Score -628905.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -628909.375000 Penalty: 3009.062744
	Iteration 56Q: 3 clusters Score -628909.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -628911.687500 Penalty: 3009.062744
	Iteration 57Q: 3 clusters Score -628911.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -628913.875000 Penalty: 3009.062744
	Iteration 58Q: 3 clusters Score -628913.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -628916.500000 Penalty: 3009.062744
	Iteration 59Q: 3 clusters Score -628916.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -628918.437500 Penalty: 3009.062744
	Iteration 60F: 3 clusters Score -628918.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -628918.875000 Penalty: 3009.062744
	Iteration 61Q: 3 clusters Score -628918.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -628921.000000 Penalty: 3009.062744
	Iteration 62Q: 3 clusters Score -628921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -628922.875000 Penalty: 3009.062744
	Iteration 63Q: 3 clusters Score -628922.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -628922.187500 Penalty: 3009.062744
	Iteration 64Q: 3 clusters Score -628922.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -628923.000000 Penalty: 3009.062744
	Iteration 65Q: 3 clusters Score -628923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -628923.625000 Penalty: 3009.062744
	Iteration 66Q: 3 clusters Score -628923.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -628924.062500 Penalty: 3009.062744
	Iteration 67Q: 3 clusters Score -628924.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -628925.937500 Penalty: 3009.062744
	Iteration 68Q: 3 clusters Score -628925.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -628929.187500 Penalty: 3009.062744
	Iteration 69Q: 3 clusters Score -628929.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -628932.500000 Penalty: 3009.062744
	Iteration 70Q: 3 clusters Score -628932.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -628934.625000 Penalty: 3009.062744
	Iteration 71Q: 3 clusters Score -628934.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -628937.875000 Penalty: 3009.062744
	Iteration 72Q: 3 clusters Score -628937.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -628942.875000 Penalty: 3009.062744
	Iteration 73Q: 3 clusters Score -628942.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -628947.437500 Penalty: 3009.062744
	Iteration 74Q: 3 clusters Score -628947.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -628951.562500 Penalty: 3009.062744
	Iteration 75Q: 3 clusters Score -628951.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -628956.937500 Penalty: 3009.062744
	Iteration 76Q: 3 clusters Score -628956.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -628964.437500 Penalty: 3009.062744
	Iteration 77Q: 3 clusters Score -628964.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -628968.875000 Penalty: 3009.062744
	Iteration 78Q: 3 clusters Score -628968.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -628978.937500 Penalty: 3009.062744
	Iteration 79Q: 3 clusters Score -628978.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -628983.312500 Penalty: 3009.062744
	Iteration 80F: 3 clusters Score -628983.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -628988.812500 Penalty: 3009.062744
	Iteration 81Q: 3 clusters Score -628988.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -628992.125000 Penalty: 3009.062744
	Iteration 82Q: 3 clusters Score -628992.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -628994.687500 Penalty: 3009.062744
	Iteration 83Q: 3 clusters Score -628994.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -629000.500000 Penalty: 3009.062744
	Iteration 84Q: 3 clusters Score -629000.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -629004.125000 Penalty: 3009.062744
	Iteration 85Q: 3 clusters Score -629004.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -629006.250000 Penalty: 3009.062744
	Iteration 86Q: 3 clusters Score -629006.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -629014.875000 Penalty: 3009.062744
	Iteration 87Q: 3 clusters Score -629014.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -629019.812500 Penalty: 3009.062744
	Iteration 88Q: 3 clusters Score -629019.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -629023.812500 Penalty: 3009.062744
	Iteration 89Q: 3 clusters Score -629023.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -629024.375000 Penalty: 3009.062744
	Iteration 90Q: 3 clusters Score -629024.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -629026.562500 Penalty: 3009.062744
	Iteration 91Q: 3 clusters Score -629026.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -629029.187500 Penalty: 3009.062744
	Iteration 92Q: 3 clusters Score -629029.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -629029.687500 Penalty: 3009.062744
	Iteration 93Q: 3 clusters Score -629029.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -629029.250000 Penalty: 3009.062744
	Iteration 94Q: 3 clusters Score -629029.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -629029.375000 Penalty: 3009.062744
	Iteration 95Q: 3 clusters Score -629029.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -629029.375000 Penalty: 3009.062744
	Iteration 96F: 3 clusters Score -629029.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Entering Unmasked Estep 
Score: -265692.875000 Penalty: 1370.741455
	Iteration 0F: 2 clusters Score -265692.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -261980.703125 Penalty: 2741.482910
	Iteration 0F: 3 clusters Score -261980.7 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -263147.781250 Penalty: 2741.482910
	Iteration 1F: 3 clusters Score -263147.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -263504.843750 Penalty: 2741.482910
	Iteration 2F: 3 clusters Score -263504.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -263814.562500 Penalty: 2741.482910
	Iteration 3F: 3 clusters Score -263814.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -264037.062500 Penalty: 2741.482910
	Iteration 4F: 3 clusters Score -264037.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -264200.375000 Penalty: 2741.482910
	Iteration 5F: 3 clusters Score -264200.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -264341.500000 Penalty: 2741.482910
	Iteration 6Q: 3 clusters Score -264341.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -264489.500000 Penalty: 2741.482910
	Iteration 7Q: 3 clusters Score -264489.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -264635.781250 Penalty: 2741.482910
	Iteration 8Q: 3 clusters Score -264635.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -264743.968750 Penalty: 2741.482910
	Iteration 9Q: 3 clusters Score -264744 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -264831.843750 Penalty: 2741.482910
	Iteration 10Q: 3 clusters Score -264831.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -264900.593750 Penalty: 2741.482910
	Iteration 11Q: 3 clusters Score -264900.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -264954.843750 Penalty: 2741.482910
	Iteration 12Q: 3 clusters Score -264954.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -264989.468750 Penalty: 2741.482910
	Iteration 13Q: 3 clusters Score -264989.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -265022.968750 Penalty: 2741.482910
	Iteration 14Q: 3 clusters Score -265023 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -265062.375000 Penalty: 2741.482910
	Iteration 15Q: 3 clusters Score -265062.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -265114.625000 Penalty: 2741.482910
	Iteration 16Q: 3 clusters Score -265114.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -265163.625000 Penalty: 2741.482910
	Iteration 17Q: 3 clusters Score -265163.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -265200.406250 Penalty: 2741.482910
	Iteration 18Q: 3 clusters Score -265200.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -265229.093750 Penalty: 2741.482910
	Iteration 19Q: 3 clusters Score -265229.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -265250.000000 Penalty: 2741.482910
	Iteration 20F: 3 clusters Score -265250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -265271.781250 Penalty: 2741.482910
	Iteration 21Q: 3 clusters Score -265271.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -265292.468750 Penalty: 2741.482910
	Iteration 22Q: 3 clusters Score -265292.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -265313.343750 Penalty: 2741.482910
	Iteration 23Q: 3 clusters Score -265313.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -265331.125000 Penalty: 2741.482910
	Iteration 24Q: 3 clusters Score -265331.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -265348.343750 Penalty: 2741.482910
	Iteration 25Q: 3 clusters Score -265348.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -265363.750000 Penalty: 2741.482910
	Iteration 26Q: 3 clusters Score -265363.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -265376.312500 Penalty: 2741.482910
	Iteration 27Q: 3 clusters Score -265376.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -265388.031250 Penalty: 2741.482910
	Iteration 28Q: 3 clusters Score -265388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -265400.406250 Penalty: 2741.482910
	Iteration 29Q: 3 clusters Score -265400.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -265406.000000 Penalty: 2741.482910
	Iteration 30Q: 3 clusters Score -265406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -265410.125000 Penalty: 2741.482910
	Iteration 31Q: 3 clusters Score -265410.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -265412.625000 Penalty: 2741.482910
	Iteration 32Q: 3 clusters Score -265412.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -265416.718750 Penalty: 2741.482910
	Iteration 33Q: 3 clusters Score -265416.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -265419.718750 Penalty: 2741.482910
	Iteration 34Q: 3 clusters Score -265419.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -265421.531250 Penalty: 2741.482910
	Iteration 35Q: 3 clusters Score -265421.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -265422.718750 Penalty: 2741.482910
	Iteration 36Q: 3 clusters Score -265422.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -265423.718750 Penalty: 2741.482910
	Iteration 37Q: 3 clusters Score -265423.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -265423.343750 Penalty: 2741.482910
	Iteration 38Q: 3 clusters Score -265423.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -265423.843750 Penalty: 2741.482910
	Iteration 39Q: 3 clusters Score -265423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -265424.125000 Penalty: 2741.482910
	Iteration 40F: 3 clusters Score -265424.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Entering Unmasked Estep 
Score: -856921.875000 Penalty: 1540.621704
	Iteration 0F: 2 clusters Score -856921.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -847719.250000 Penalty: 3081.243408
	Iteration 0F: 3 clusters Score -847719.2 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -850827.375000 Penalty: 3081.243408
	Iteration 1F: 3 clusters Score -850827.4 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -851193.562500 Penalty: 3081.243408
	Iteration 2F: 3 clusters Score -851193.6 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -851547.125000 Penalty: 3081.243408
	Iteration 3F: 3 clusters Score -851547.1 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -851922.687500 Penalty: 3081.243408
	Iteration 4F: 3 clusters Score -851922.7 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -852326.687500 Penalty: 3081.243408
	Iteration 5F: 3 clusters Score -852326.7 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -852734.562500 Penalty: 3081.243408
	Iteration 6F: 3 clusters Score -852734.6 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -853111.750000 Penalty: 3081.243408
	Iteration 7F: 3 clusters Score -853111.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -853417.187500 Penalty: 3081.243408
	Iteration 8Q: 3 clusters Score -853417.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -853689.250000 Penalty: 3081.243408
	Iteration 9Q: 3 clusters Score -853689.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -853970.062500 Penalty: 3081.243408
	Iteration 10Q: 3 clusters Score -853970.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -854252.187500 Penalty: 3081.243408
	Iteration 11Q: 3 clusters Score -854252.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -854474.375000 Penalty: 3081.243408
	Iteration 12Q: 3 clusters Score -854474.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -854637.062500 Penalty: 3081.243408
	Iteration 13Q: 3 clusters Score -854637.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -854741.750000 Penalty: 3081.243408
	Iteration 14Q: 3 clusters Score -854741.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -854805.562500 Penalty: 3081.243408
	Iteration 15Q: 3 clusters Score -854805.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -854845.687500 Penalty: 3081.243408
	Iteration 16Q: 3 clusters Score -854845.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -854880.437500 Penalty: 3081.243408
	Iteration 17Q: 3 clusters Score -854880.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -854911.750000 Penalty: 3081.243408
	Iteration 18Q: 3 clusters Score -854911.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -854949.812500 Penalty: 3081.243408
	Iteration 19Q: 3 clusters Score -854949.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -854979.500000 Penalty: 3081.243408
	Iteration 20F: 3 clusters Score -854979.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -855006.187500 Penalty: 3081.243408
	Iteration 21Q: 3 clusters Score -855006.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -855025.875000 Penalty: 3081.243408
	Iteration 22Q: 3 clusters Score -855025.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -855058.937500 Penalty: 3081.243408
	Iteration 23Q: 3 clusters Score -855058.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -855087.750000 Penalty: 3081.243408
	Iteration 24Q: 3 clusters Score -855087.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -855110.750000 Penalty: 3081.243408
	Iteration 25Q: 3 clusters Score -855110.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -855141.312500 Penalty: 3081.243408
	Iteration 26Q: 3 clusters Score -855141.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -855164.000000 Penalty: 3081.243408
	Iteration 27Q: 3 clusters Score -855164 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -855183.625000 Penalty: 3081.243408
	Iteration 28Q: 3 clusters Score -855183.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -855204.562500 Penalty: 3081.243408
	Iteration 29Q: 3 clusters Score -855204.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -855215.250000 Penalty: 3081.243408
	Iteration 30Q: 3 clusters Score -855215.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -855227.937500 Penalty: 3081.243408
	Iteration 31Q: 3 clusters Score -855227.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -855241.125000 Penalty: 3081.243408
	Iteration 32Q: 3 clusters Score -855241.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -855249.250000 Penalty: 3081.243408
	Iteration 33Q: 3 clusters Score -855249.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -855254.000000 Penalty: 3081.243408
	Iteration 34Q: 3 clusters Score -855254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -855262.625000 Penalty: 3081.243408
	Iteration 35Q: 3 clusters Score -855262.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -855272.812500 Penalty: 3081.243408
	Iteration 36Q: 3 clusters Score -855272.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -855281.750000 Penalty: 3081.243408
	Iteration 37Q: 3 clusters Score -855281.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -855292.750000 Penalty: 3081.243408
	Iteration 38Q: 3 clusters Score -855292.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -855300.500000 Penalty: 3081.243408
	Iteration 39Q: 3 clusters Score -855300.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -855307.437500 Penalty: 3081.243408
	Iteration 40F: 3 clusters Score -855307.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -855312.562500 Penalty: 3081.243408
	Iteration 41Q: 3 clusters Score -855312.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -855318.375000 Penalty: 3081.243408
	Iteration 42Q: 3 clusters Score -855318.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -855328.437500 Penalty: 3081.243408
	Iteration 43Q: 3 clusters Score -855328.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -855332.875000 Penalty: 3081.243408
	Iteration 44Q: 3 clusters Score -855332.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -855344.000000 Penalty: 3081.243408
	Iteration 45Q: 3 clusters Score -855344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -855349.625000 Penalty: 3081.243408
	Iteration 46Q: 3 clusters Score -855349.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -855360.500000 Penalty: 3081.243408
	Iteration 47Q: 3 clusters Score -855360.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -855370.187500 Penalty: 3081.243408
	Iteration 48Q: 3 clusters Score -855370.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -855381.875000 Penalty: 3081.243408
	Iteration 49Q: 3 clusters Score -855381.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -855393.562500 Penalty: 3081.243408
	Iteration 50Q: 3 clusters Score -855393.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -855408.125000 Penalty: 3081.243408
	Iteration 51Q: 3 clusters Score -855408.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -855421.625000 Penalty: 3081.243408
	Iteration 52Q: 3 clusters Score -855421.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -855436.875000 Penalty: 3081.243408
	Iteration 53Q: 3 clusters Score -855436.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -855446.375000 Penalty: 3081.243408
	Iteration 54Q: 3 clusters Score -855446.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -855456.187500 Penalty: 3081.243408
	Iteration 55Q: 3 clusters Score -855456.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -855463.687500 Penalty: 3081.243408
	Iteration 56Q: 3 clusters Score -855463.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -855470.187500 Penalty: 3081.243408
	Iteration 57Q: 3 clusters Score -855470.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -855474.125000 Penalty: 3081.243408
	Iteration 58Q: 3 clusters Score -855474.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -855478.687500 Penalty: 3081.243408
	Iteration 59Q: 3 clusters Score -855478.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -855482.312500 Penalty: 3081.243408
	Iteration 60F: 3 clusters Score -855482.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -855485.062500 Penalty: 3081.243408
	Iteration 61Q: 3 clusters Score -855485.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -855489.750000 Penalty: 3081.243408
	Iteration 62Q: 3 clusters Score -855489.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -855493.687500 Penalty: 3081.243408
	Iteration 63Q: 3 clusters Score -855493.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -855497.125000 Penalty: 3081.243408
	Iteration 64Q: 3 clusters Score -855497.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -855500.937500 Penalty: 3081.243408
	Iteration 65Q: 3 clusters Score -855500.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -855504.937500 Penalty: 3081.243408
	Iteration 66Q: 3 clusters Score -855504.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -855508.625000 Penalty: 3081.243408
	Iteration 67Q: 3 clusters Score -855508.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -855511.187500 Penalty: 3081.243408
	Iteration 68Q: 3 clusters Score -855511.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -855516.687500 Penalty: 3081.243408
	Iteration 69Q: 3 clusters Score -855516.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -855518.875000 Penalty: 3081.243408
	Iteration 70Q: 3 clusters Score -855518.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -855523.250000 Penalty: 3081.243408
	Iteration 71Q: 3 clusters Score -855523.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -855529.062500 Penalty: 3081.243408
	Iteration 72Q: 3 clusters Score -855529.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -855532.937500 Penalty: 3081.243408
	Iteration 73Q: 3 clusters Score -855532.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -855539.250000 Penalty: 3081.243408
	Iteration 74Q: 3 clusters Score -855539.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -855542.625000 Penalty: 3081.243408
	Iteration 75Q: 3 clusters Score -855542.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -855549.187500 Penalty: 3081.243408
	Iteration 76Q: 3 clusters Score -855549.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -855553.125000 Penalty: 3081.243408
	Iteration 77Q: 3 clusters Score -855553.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -855556.500000 Penalty: 3081.243408
	Iteration 78Q: 3 clusters Score -855556.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -855560.500000 Penalty: 3081.243408
	Iteration 79Q: 3 clusters Score -855560.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -855563.812500 Penalty: 3081.243408
	Iteration 80F: 3 clusters Score -855563.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -855565.875000 Penalty: 3081.243408
	Iteration 81Q: 3 clusters Score -855565.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -855565.000000 Penalty: 3081.243408
	Iteration 82Q: 3 clusters Score -855565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -855564.812500 Penalty: 3081.243408
	Iteration 83Q: 3 clusters Score -855564.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -855564.812500 Penalty: 3081.243408
	Iteration 84F: 3 clusters Score -855564.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Entering Unmasked Estep 
Score: -736730.875000 Penalty: 1530.042358
	Iteration 0F: 2 clusters Score -736730.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -728012.500000 Penalty: 3060.084717
	Iteration 0F: 3 clusters Score -728012.5 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -731167.875000 Penalty: 3060.084717
	Iteration 1F: 3 clusters Score -731167.9 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -731819.812500 Penalty: 3060.084717
	Iteration 2F: 3 clusters Score -731819.8 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -732411.062500 Penalty: 3060.084717
	Iteration 3F: 3 clusters Score -732411.1 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -732994.062500 Penalty: 3060.084717
	Iteration 4F: 3 clusters Score -732994.1 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -733551.187500 Penalty: 3060.084717
	Iteration 5F: 3 clusters Score -733551.2 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -734082.437500 Penalty: 3060.084717
	Iteration 6F: 3 clusters Score -734082.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -734561.062500 Penalty: 3060.084717
	Iteration 7Q: 3 clusters Score -734561.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -734998.125000 Penalty: 3060.084717
	Iteration 8Q: 3 clusters Score -734998.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -735354.312500 Penalty: 3060.084717
	Iteration 9Q: 3 clusters Score -735354.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -735614.312500 Penalty: 3060.084717
	Iteration 10Q: 3 clusters Score -735614.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -735831.937500 Penalty: 3060.084717
	Iteration 11Q: 3 clusters Score -735831.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -736027.125000 Penalty: 3060.084717
	Iteration 12Q: 3 clusters Score -736027.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -736176.125000 Penalty: 3060.084717
	Iteration 13Q: 3 clusters Score -736176.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -736290.187500 Penalty: 3060.084717
	Iteration 14Q: 3 clusters Score -736290.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -736357.625000 Penalty: 3060.084717
	Iteration 15Q: 3 clusters Score -736357.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -736391.562500 Penalty: 3060.084717
	Iteration 16Q: 3 clusters Score -736391.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -736412.062500 Penalty: 3060.084717
	Iteration 17Q: 3 clusters Score -736412.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -736421.500000 Penalty: 3060.084717
	Iteration 18Q: 3 clusters Score -736421.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -736428.437500 Penalty: 3060.084717
	Iteration 19Q: 3 clusters Score -736428.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -736435.312500 Penalty: 3060.084717
	Iteration 20F: 3 clusters Score -736435.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -736437.812500 Penalty: 3060.084717
	Iteration 21Q: 3 clusters Score -736437.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -736437.687500 Penalty: 3060.084717
	Iteration 22Q: 3 clusters Score -736437.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -736437.750000 Penalty: 3060.084717
	Iteration 23Q: 3 clusters Score -736437.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -736438.750000 Penalty: 3060.084717
	Iteration 24Q: 3 clusters Score -736438.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -736438.750000 Penalty: 3060.084717
	Iteration 25F: 3 clusters Score -736438.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Entering Unmasked Estep 
Score: -145208.750000 Penalty: 1281.488159
	Iteration 0F: 2 clusters Score -145208.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -142694.078125 Penalty: 2562.976318
	Iteration 0F: 3 clusters Score -142694.1 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -143330.953125 Penalty: 2562.976318
	Iteration 1F: 3 clusters Score -143331 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -143507.421875 Penalty: 2562.976318
	Iteration 2F: 3 clusters Score -143507.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -143606.859375 Penalty: 2562.976318
	Iteration 3F: 3 clusters Score -143606.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -143683.640625 Penalty: 2562.976318
	Iteration 4Q: 3 clusters Score -143683.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -143755.875000 Penalty: 2562.976318
	Iteration 5Q: 3 clusters Score -143755.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -143836.234375 Penalty: 2562.976318
	Iteration 6Q: 3 clusters Score -143836.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -143918.703125 Penalty: 2562.976318
	Iteration 7Q: 3 clusters Score -143918.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -143970.656250 Penalty: 2562.976318
	Iteration 8Q: 3 clusters Score -143970.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -144021.328125 Penalty: 2562.976318
	Iteration 9Q: 3 clusters Score -144021.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -144069.875000 Penalty: 2562.976318
	Iteration 10Q: 3 clusters Score -144069.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -144115.546875 Penalty: 2562.976318
	Iteration 11Q: 3 clusters Score -144115.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -144154.031250 Penalty: 2562.976318
	Iteration 12Q: 3 clusters Score -144154 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -144190.921875 Penalty: 2562.976318
	Iteration 13Q: 3 clusters Score -144190.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -144226.656250 Penalty: 2562.976318
	Iteration 14Q: 3 clusters Score -144226.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -144256.546875 Penalty: 2562.976318
	Iteration 15Q: 3 clusters Score -144256.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -144277.203125 Penalty: 2562.976318
	Iteration 16Q: 3 clusters Score -144277.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -144294.296875 Penalty: 2562.976318
	Iteration 17Q: 3 clusters Score -144294.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -144311.812500 Penalty: 2562.976318
	Iteration 18Q: 3 clusters Score -144311.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -144335.828125 Penalty: 2562.976318
	Iteration 19Q: 3 clusters Score -144335.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -144353.296875 Penalty: 2562.976318
	Iteration 20F: 3 clusters Score -144353.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -144362.421875 Penalty: 2562.976318
	Iteration 21Q: 3 clusters Score -144362.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -144380.531250 Penalty: 2562.976318
	Iteration 22Q: 3 clusters Score -144380.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -144422.812500 Penalty: 2562.976318
	Iteration 23Q: 3 clusters Score -144422.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -144455.156250 Penalty: 2562.976318
	Iteration 24Q: 3 clusters Score -144455.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -144469.593750 Penalty: 2562.976318
	Iteration 25Q: 3 clusters Score -144469.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -144481.125000 Penalty: 2562.976318
	Iteration 26Q: 3 clusters Score -144481.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -144492.578125 Penalty: 2562.976318
	Iteration 27Q: 3 clusters Score -144492.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -144503.000000 Penalty: 2562.976318
	Iteration 28Q: 3 clusters Score -144503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -144508.093750 Penalty: 2562.976318
	Iteration 29Q: 3 clusters Score -144508.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -144512.671875 Penalty: 2562.976318
	Iteration 30Q: 3 clusters Score -144512.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -144517.093750 Penalty: 2562.976318
	Iteration 31Q: 3 clusters Score -144517.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -144518.281250 Penalty: 2562.976318
	Iteration 32Q: 3 clusters Score -144518.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -144520.406250 Penalty: 2562.976318
	Iteration 33Q: 3 clusters Score -144520.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -144522.671875 Penalty: 2562.976318
	Iteration 34Q: 3 clusters Score -144522.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -144524.671875 Penalty: 2562.976318
	Iteration 35Q: 3 clusters Score -144524.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -144526.625000 Penalty: 2562.976318
	Iteration 36Q: 3 clusters Score -144526.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -144527.234375 Penalty: 2562.976318
	Iteration 37Q: 3 clusters Score -144527.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -144527.937500 Penalty: 2562.976318
	Iteration 38Q: 3 clusters Score -144527.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -144527.937500 Penalty: 2562.976318
	Iteration 39F: 3 clusters Score -144527.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Entering Unmasked Estep 
Score: -733642.250000 Penalty: 1525.533813
	Iteration 0F: 2 clusters Score -733642.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -725186.000000 Penalty: 3051.067627
	Iteration 0F: 3 clusters Score -725186 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -728149.375000 Penalty: 3051.067627
	Iteration 1F: 3 clusters Score -728149.4 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -728511.062500 Penalty: 3051.067627
	Iteration 2F: 3 clusters Score -728511.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -728838.812500 Penalty: 3051.067627
	Iteration 3F: 3 clusters Score -728838.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -729177.750000 Penalty: 3051.067627
	Iteration 4F: 3 clusters Score -729177.8 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -729578.375000 Penalty: 3051.067627
	Iteration 5F: 3 clusters Score -729578.4 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -729969.437500 Penalty: 3051.067627
	Iteration 6F: 3 clusters Score -729969.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -730313.875000 Penalty: 3051.067627
	Iteration 7Q: 3 clusters Score -730313.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -730659.000000 Penalty: 3051.067627
	Iteration 8Q: 3 clusters Score -730659 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -730986.000000 Penalty: 3051.067627
	Iteration 9Q: 3 clusters Score -730986 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -731239.937500 Penalty: 3051.067627
	Iteration 10Q: 3 clusters Score -731239.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -731446.187500 Penalty: 3051.067627
	Iteration 11Q: 3 clusters Score -731446.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -731622.812500 Penalty: 3051.067627
	Iteration 12Q: 3 clusters Score -731622.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -731770.687500 Penalty: 3051.067627
	Iteration 13Q: 3 clusters Score -731770.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -731906.437500 Penalty: 3051.067627
	Iteration 14Q: 3 clusters Score -731906.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -731990.437500 Penalty: 3051.067627
	Iteration 15Q: 3 clusters Score -731990.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -732046.500000 Penalty: 3051.067627
	Iteration 16Q: 3 clusters Score -732046.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -732094.125000 Penalty: 3051.067627
	Iteration 17Q: 3 clusters Score -732094.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -732143.000000 Penalty: 3051.067627
	Iteration 18Q: 3 clusters Score -732143 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -732182.250000 Penalty: 3051.067627
	Iteration 19Q: 3 clusters Score -732182.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -732207.187500 Penalty: 3051.067627
	Iteration 20F: 3 clusters Score -732207.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -732226.937500 Penalty: 3051.067627
	Iteration 21Q: 3 clusters Score -732226.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -732252.562500 Penalty: 3051.067627
	Iteration 22Q: 3 clusters Score -732252.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -732272.625000 Penalty: 3051.067627
	Iteration 23Q: 3 clusters Score -732272.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -732285.625000 Penalty: 3051.067627
	Iteration 24Q: 3 clusters Score -732285.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -732295.500000 Penalty: 3051.067627
	Iteration 25Q: 3 clusters Score -732295.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -732301.687500 Penalty: 3051.067627
	Iteration 26Q: 3 clusters Score -732301.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -732306.500000 Penalty: 3051.067627
	Iteration 27Q: 3 clusters Score -732306.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -732311.375000 Penalty: 3051.067627
	Iteration 28Q: 3 clusters Score -732311.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -732316.687500 Penalty: 3051.067627
	Iteration 29Q: 3 clusters Score -732316.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -732322.187500 Penalty: 3051.067627
	Iteration 30Q: 3 clusters Score -732322.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -732326.312500 Penalty: 3051.067627
	Iteration 31Q: 3 clusters Score -732326.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -732328.312500 Penalty: 3051.067627
	Iteration 32Q: 3 clusters Score -732328.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -732328.375000 Penalty: 3051.067627
	Iteration 33Q: 3 clusters Score -732328.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -732329.500000 Penalty: 3051.067627
	Iteration 34Q: 3 clusters Score -732329.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -732335.312500 Penalty: 3051.067627
	Iteration 35Q: 3 clusters Score -732335.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -732334.125000 Penalty: 3051.067627
	Iteration 36Q: 3 clusters Score -732334.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -732335.500000 Penalty: 3051.067627
	Iteration 37Q: 3 clusters Score -732335.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -732338.250000 Penalty: 3051.067627
	Iteration 38Q: 3 clusters Score -732338.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -732342.500000 Penalty: 3051.067627
	Iteration 39Q: 3 clusters Score -732342.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -732347.812500 Penalty: 3051.067627
	Iteration 40F: 3 clusters Score -732347.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -732349.437500 Penalty: 3051.067627
	Iteration 41Q: 3 clusters Score -732349.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -732352.750000 Penalty: 3051.067627
	Iteration 42Q: 3 clusters Score -732352.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -732355.875000 Penalty: 3051.067627
	Iteration 43Q: 3 clusters Score -732355.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -732358.437500 Penalty: 3051.067627
	Iteration 44Q: 3 clusters Score -732358.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -732359.562500 Penalty: 3051.067627
	Iteration 45Q: 3 clusters Score -732359.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -732363.250000 Penalty: 3051.067627
	Iteration 46Q: 3 clusters Score -732363.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -732362.937500 Penalty: 3051.067627
	Iteration 47Q: 3 clusters Score -732362.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -732363.750000 Penalty: 3051.067627
	Iteration 48Q: 3 clusters Score -732363.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -732364.187500 Penalty: 3051.067627
	Iteration 49Q: 3 clusters Score -732364.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -732363.187500 Penalty: 3051.067627
	Iteration 50Q: 3 clusters Score -732363.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -732362.937500 Penalty: 3051.067627
	Iteration 51Q: 3 clusters Score -732362.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -732363.937500 Penalty: 3051.067627
	Iteration 52Q: 3 clusters Score -732363.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -732363.937500 Penalty: 3051.067627
	Iteration 53F: 3 clusters Score -732363.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Entering Unmasked Estep 
Score: -137510.609375 Penalty: 1263.072266
	Iteration 0F: 2 clusters Score -137510.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -135151.234375 Penalty: 2526.144531
	Iteration 0F: 3 clusters Score -135151.2 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -135684.000000 Penalty: 2526.144531
	Iteration 1F: 3 clusters Score -135684 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -135813.328125 Penalty: 2526.144531
	Iteration 2F: 3 clusters Score -135813.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -135892.125000 Penalty: 2526.144531
	Iteration 3Q: 3 clusters Score -135892.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -135962.578125 Penalty: 2526.144531
	Iteration 4Q: 3 clusters Score -135962.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -136018.718750 Penalty: 2526.144531
	Iteration 5Q: 3 clusters Score -136018.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -136058.687500 Penalty: 2526.144531
	Iteration 6Q: 3 clusters Score -136058.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -136093.656250 Penalty: 2526.144531
	Iteration 7Q: 3 clusters Score -136093.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -136126.750000 Penalty: 2526.144531
	Iteration 8Q: 3 clusters Score -136126.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -136162.843750 Penalty: 2526.144531
	Iteration 9Q: 3 clusters Score -136162.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -136203.812500 Penalty: 2526.144531
	Iteration 10Q: 3 clusters Score -136203.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -136242.968750 Penalty: 2526.144531
	Iteration 11Q: 3 clusters Score -136243 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -136278.765625 Penalty: 2526.144531
	Iteration 12Q: 3 clusters Score -136278.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -136309.296875 Penalty: 2526.144531
	Iteration 13Q: 3 clusters Score -136309.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -136331.687500 Penalty: 2526.144531
	Iteration 14Q: 3 clusters Score -136331.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -136353.156250 Penalty: 2526.144531
	Iteration 15Q: 3 clusters Score -136353.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -136379.687500 Penalty: 2526.144531
	Iteration 16Q: 3 clusters Score -136379.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -136402.593750 Penalty: 2526.144531
	Iteration 17Q: 3 clusters Score -136402.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -136416.203125 Penalty: 2526.144531
	Iteration 18Q: 3 clusters Score -136416.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -136430.656250 Penalty: 2526.144531
	Iteration 19Q: 3 clusters Score -136430.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -136438.718750 Penalty: 2526.144531
	Iteration 20F: 3 clusters Score -136438.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -136446.250000 Penalty: 2526.144531
	Iteration 21Q: 3 clusters Score -136446.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -136455.046875 Penalty: 2526.144531
	Iteration 22Q: 3 clusters Score -136455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -136459.156250 Penalty: 2526.144531
	Iteration 23Q: 3 clusters Score -136459.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -136461.484375 Penalty: 2526.144531
	Iteration 24Q: 3 clusters Score -136461.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -136463.093750 Penalty: 2526.144531
	Iteration 25Q: 3 clusters Score -136463.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -136463.625000 Penalty: 2526.144531
	Iteration 26Q: 3 clusters Score -136463.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -136465.234375 Penalty: 2526.144531
	Iteration 27Q: 3 clusters Score -136465.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -136467.468750 Penalty: 2526.144531
	Iteration 28Q: 3 clusters Score -136467.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -136469.531250 Penalty: 2526.144531
	Iteration 29Q: 3 clusters Score -136469.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -136471.562500 Penalty: 2526.144531
	Iteration 30Q: 3 clusters Score -136471.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -136476.046875 Penalty: 2526.144531
	Iteration 31Q: 3 clusters Score -136476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -136478.281250 Penalty: 2526.144531
	Iteration 32Q: 3 clusters Score -136478.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -136480.437500 Penalty: 2526.144531
	Iteration 33Q: 3 clusters Score -136480.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -136482.375000 Penalty: 2526.144531
	Iteration 34Q: 3 clusters Score -136482.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -136483.250000 Penalty: 2526.144531
	Iteration 35Q: 3 clusters Score -136483.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -136483.843750 Penalty: 2526.144531
	Iteration 36Q: 3 clusters Score -136483.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -136484.031250 Penalty: 2526.144531
	Iteration 37Q: 3 clusters Score -136484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -136484.031250 Penalty: 2526.144531
	Iteration 38F: 3 clusters Score -136484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Entering Unmasked Estep 
Score: -294150.750000 Penalty: 1384.627808
	Iteration 0F: 2 clusters Score -294150.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -290169.468750 Penalty: 2769.255615
	Iteration 0F: 3 clusters Score -290169.5 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -291329.500000 Penalty: 2769.255615
	Iteration 1F: 3 clusters Score -291329.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -291610.156250 Penalty: 2769.255615
	Iteration 2F: 3 clusters Score -291610.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -291852.468750 Penalty: 2769.255615
	Iteration 3F: 3 clusters Score -291852.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -292058.812500 Penalty: 2769.255615
	Iteration 4F: 3 clusters Score -292058.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -292234.343750 Penalty: 2769.255615
	Iteration 5F: 3 clusters Score -292234.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -292403.718750 Penalty: 2769.255615
	Iteration 6Q: 3 clusters Score -292403.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -292532.000000 Penalty: 2769.255615
	Iteration 7Q: 3 clusters Score -292532 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -292607.750000 Penalty: 2769.255615
	Iteration 8Q: 3 clusters Score -292607.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -292690.156250 Penalty: 2769.255615
	Iteration 9Q: 3 clusters Score -292690.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -292769.000000 Penalty: 2769.255615
	Iteration 10Q: 3 clusters Score -292769 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -292859.437500 Penalty: 2769.255615
	Iteration 11Q: 3 clusters Score -292859.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -292932.312500 Penalty: 2769.255615
	Iteration 12Q: 3 clusters Score -292932.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -292985.031250 Penalty: 2769.255615
	Iteration 13Q: 3 clusters Score -292985 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -293025.312500 Penalty: 2769.255615
	Iteration 14Q: 3 clusters Score -293025.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -293062.156250 Penalty: 2769.255615
	Iteration 15Q: 3 clusters Score -293062.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -293089.375000 Penalty: 2769.255615
	Iteration 16Q: 3 clusters Score -293089.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -293107.437500 Penalty: 2769.255615
	Iteration 17Q: 3 clusters Score -293107.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -293124.843750 Penalty: 2769.255615
	Iteration 18Q: 3 clusters Score -293124.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -293137.937500 Penalty: 2769.255615
	Iteration 19Q: 3 clusters Score -293137.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -293149.906250 Penalty: 2769.255615
	Iteration 20F: 3 clusters Score -293149.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -293154.937500 Penalty: 2769.255615
	Iteration 21Q: 3 clusters Score -293154.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -293159.468750 Penalty: 2769.255615
	Iteration 22Q: 3 clusters Score -293159.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -293162.656250 Penalty: 2769.255615
	Iteration 23Q: 3 clusters Score -293162.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -293163.500000 Penalty: 2769.255615
	Iteration 24Q: 3 clusters Score -293163.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -293166.000000 Penalty: 2769.255615
	Iteration 25Q: 3 clusters Score -293166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -293167.562500 Penalty: 2769.255615
	Iteration 26Q: 3 clusters Score -293167.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -293169.718750 Penalty: 2769.255615
	Iteration 27Q: 3 clusters Score -293169.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -293170.937500 Penalty: 2769.255615
	Iteration 28Q: 3 clusters Score -293170.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -293170.625000 Penalty: 2769.255615
	Iteration 29Q: 3 clusters Score -293170.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -293170.625000 Penalty: 2769.255615
	Iteration 30Q: 3 clusters Score -293170.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -293170.812500 Penalty: 2769.255615
	Iteration 31Q: 3 clusters Score -293170.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -293170.812500 Penalty: 2769.255615
	Iteration 32F: 3 clusters Score -293170.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Entering Unmasked Estep 
Score: -137781.718750 Penalty: 1259.404907
	Iteration 0F: 2 clusters Score -137781.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -135492.625000 Penalty: 2518.809814
	Iteration 0F: 3 clusters Score -135492.6 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -136004.453125 Penalty: 2518.809814
	Iteration 1F: 3 clusters Score -136004.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -136192.921875 Penalty: 2518.809814
	Iteration 2F: 3 clusters Score -136192.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -136338.375000 Penalty: 2518.809814
	Iteration 3F: 3 clusters Score -136338.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -136498.156250 Penalty: 2518.809814
	Iteration 4F: 3 clusters Score -136498.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -136654.015625 Penalty: 2518.809814
	Iteration 5F: 3 clusters Score -136654 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -136792.781250 Penalty: 2518.809814
	Iteration 6Q: 3 clusters Score -136792.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -136895.375000 Penalty: 2518.809814
	Iteration 7Q: 3 clusters Score -136895.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -136971.437500 Penalty: 2518.809814
	Iteration 8Q: 3 clusters Score -136971.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -137040.796875 Penalty: 2518.809814
	Iteration 9Q: 3 clusters Score -137040.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -137083.640625 Penalty: 2518.809814
	Iteration 10Q: 3 clusters Score -137083.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -137121.687500 Penalty: 2518.809814
	Iteration 11Q: 3 clusters Score -137121.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -137149.796875 Penalty: 2518.809814
	Iteration 12Q: 3 clusters Score -137149.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -137172.359375 Penalty: 2518.809814
	Iteration 13Q: 3 clusters Score -137172.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -137195.671875 Penalty: 2518.809814
	Iteration 14Q: 3 clusters Score -137195.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -137223.890625 Penalty: 2518.809814
	Iteration 15Q: 3 clusters Score -137223.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -137242.906250 Penalty: 2518.809814
	Iteration 16Q: 3 clusters Score -137242.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -137257.093750 Penalty: 2518.809814
	Iteration 17Q: 3 clusters Score -137257.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -137268.468750 Penalty: 2518.809814
	Iteration 18Q: 3 clusters Score -137268.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -137276.656250 Penalty: 2518.809814
	Iteration 19Q: 3 clusters Score -137276.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -137283.906250 Penalty: 2518.809814
	Iteration 20F: 3 clusters Score -137283.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -137290.781250 Penalty: 2518.809814
	Iteration 21Q: 3 clusters Score -137290.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -137295.500000 Penalty: 2518.809814
	Iteration 22Q: 3 clusters Score -137295.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -137302.843750 Penalty: 2518.809814
	Iteration 23Q: 3 clusters Score -137302.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -137310.125000 Penalty: 2518.809814
	Iteration 24Q: 3 clusters Score -137310.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -137317.437500 Penalty: 2518.809814
	Iteration 25Q: 3 clusters Score -137317.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -137319.296875 Penalty: 2518.809814
	Iteration 26Q: 3 clusters Score -137319.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -137322.125000 Penalty: 2518.809814
	Iteration 27Q: 3 clusters Score -137322.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -137324.109375 Penalty: 2518.809814
	Iteration 28Q: 3 clusters Score -137324.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -137328.546875 Penalty: 2518.809814
	Iteration 29Q: 3 clusters Score -137328.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -137330.031250 Penalty: 2518.809814
	Iteration 30Q: 3 clusters Score -137330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -137331.062500 Penalty: 2518.809814
	Iteration 31Q: 3 clusters Score -137331.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -137331.453125 Penalty: 2518.809814
	Iteration 32Q: 3 clusters Score -137331.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -137331.953125 Penalty: 2518.809814
	Iteration 33Q: 3 clusters Score -137332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -137332.859375 Penalty: 2518.809814
	Iteration 34Q: 3 clusters Score -137332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -137333.890625 Penalty: 2518.809814
	Iteration 35Q: 3 clusters Score -137333.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -137334.828125 Penalty: 2518.809814
	Iteration 36Q: 3 clusters Score -137334.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -137334.828125 Penalty: 2518.809814
	Iteration 37F: 3 clusters Score -137334.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 11447 members 
Mstep: Class 3 contains 6591 members 
Mstep: Class 4 contains 4394 members 
Mstep: Class 5 contains 78162 members 
Mstep: Class 6 contains 6524 members 
Mstep: Class 7 contains 92747 members 
Mstep: Class 8 contains 22270 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44344 members 
Mstep: Class 11 contains 13341 members 
Mstep: Class 12 contains 8742 members 
Mstep: Class 13 contains 10495 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 13105 members 
Mstep: Class 16 contains 12279 members 
Mstep: Class 17 contains 2660 members 
Mstep: Class 18 contains 11943 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 5018 members 
Mstep: Class 21 contains 2322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339240.000000 Penalty: 43657.015625
Iteration 119Q: 22 clusters Score -2.133924e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 11444 members 
Mstep: Class 3 contains 6590 members 
Mstep: Class 4 contains 4395 members 
Mstep: Class 5 contains 78168 members 
Mstep: Class 6 contains 6524 members 
Mstep: Class 7 contains 92742 members 
Mstep: Class 8 contains 22277 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44354 members 
Mstep: Class 11 contains 13342 members 
Mstep: Class 12 contains 8742 members 
Mstep: Class 13 contains 10494 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 13087 members 
Mstep: Class 16 contains 12277 members 
Mstep: Class 17 contains 2660 members 
Mstep: Class 18 contains 11948 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 5018 members 
Mstep: Class 21 contains 2322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339230.000000 Penalty: 43657.015625
Iteration 120F: 22 clusters Score -2.133923e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 11444 members 
Mstep: Class 3 contains 6592 members 
Mstep: Class 4 contains 4394 members 
Mstep: Class 5 contains 78178 members 
Mstep: Class 6 contains 6525 members 
Mstep: Class 7 contains 92728 members 
Mstep: Class 8 contains 22285 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44365 members 
Mstep: Class 11 contains 13342 members 
Mstep: Class 12 contains 8745 members 
Mstep: Class 13 contains 10493 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 13058 members 
Mstep: Class 16 contains 12278 members 
Mstep: Class 17 contains 2660 members 
Mstep: Class 18 contains 11954 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5018 members 
Mstep: Class 21 contains 2324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339244.000000 Penalty: 43657.015625
Iteration 121Q: 22 clusters Score -2.133924e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 11445 members 
Mstep: Class 3 contains 6592 members 
Mstep: Class 4 contains 4394 members 
Mstep: Class 5 contains 78194 members 
Mstep: Class 6 contains 6527 members 
Mstep: Class 7 contains 92710 members 
Mstep: Class 8 contains 22294 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44372 members 
Mstep: Class 11 contains 13340 members 
Mstep: Class 12 contains 8745 members 
Mstep: Class 13 contains 10494 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 13040 members 
Mstep: Class 16 contains 12278 members 
Mstep: Class 17 contains 2660 members 
Mstep: Class 18 contains 11953 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 2326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339240.000000 Penalty: 43657.015625
Iteration 122Q: 22 clusters Score -2.133924e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 11445 members 
Mstep: Class 3 contains 6592 members 
Mstep: Class 4 contains 4394 members 
Mstep: Class 5 contains 78196 members 
Mstep: Class 6 contains 6528 members 
Mstep: Class 7 contains 92688 members 
Mstep: Class 8 contains 22306 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44393 members 
Mstep: Class 11 contains 13339 members 
Mstep: Class 12 contains 8745 members 
Mstep: Class 13 contains 10491 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 13024 members 
Mstep: Class 16 contains 12278 members 
Mstep: Class 17 contains 2660 members 
Mstep: Class 18 contains 11955 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 2330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339286.000000 Penalty: 43657.015625
Iteration 123Q: 22 clusters Score -2.133929e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 11448 members 
Mstep: Class 3 contains 6593 members 
Mstep: Class 4 contains 4394 members 
Mstep: Class 5 contains 78199 members 
Mstep: Class 6 contains 6529 members 
Mstep: Class 7 contains 92665 members 
Mstep: Class 8 contains 22319 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44408 members 
Mstep: Class 11 contains 13339 members 
Mstep: Class 12 contains 8743 members 
Mstep: Class 13 contains 10488 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 13009 members 
Mstep: Class 16 contains 12272 members 
Mstep: Class 17 contains 2660 members 
Mstep: Class 18 contains 11959 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 2339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339312.000000 Penalty: 43657.015625
Iteration 124Q: 22 clusters Score -2.133931e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 11449 members 
Mstep: Class 3 contains 6594 members 
Mstep: Class 4 contains 4395 members 
Mstep: Class 5 contains 78209 members 
Mstep: Class 6 contains 6530 members 
Mstep: Class 7 contains 92640 members 
Mstep: Class 8 contains 22327 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44425 members 
Mstep: Class 11 contains 13339 members 
Mstep: Class 12 contains 8741 members 
Mstep: Class 13 contains 10486 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 12991 members 
Mstep: Class 16 contains 12267 members 
Mstep: Class 17 contains 2660 members 
Mstep: Class 18 contains 11962 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5020 members 
Mstep: Class 21 contains 2348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339310.000000 Penalty: 43657.015625
Iteration 125Q: 22 clusters Score -2.133931e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 11451 members 
Mstep: Class 3 contains 6594 members 
Mstep: Class 4 contains 4397 members 
Mstep: Class 5 contains 78224 members 
Mstep: Class 6 contains 6533 members 
Mstep: Class 7 contains 92607 members 
Mstep: Class 8 contains 22338 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44439 members 
Mstep: Class 11 contains 13340 members 
Mstep: Class 12 contains 8740 members 
Mstep: Class 13 contains 10482 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 12974 members 
Mstep: Class 16 contains 12267 members 
Mstep: Class 17 contains 2660 members 
Mstep: Class 18 contains 11966 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 5021 members 
Mstep: Class 21 contains 2353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339322.000000 Penalty: 43657.015625
Iteration 126Q: 22 clusters Score -2.133932e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 11452 members 
Mstep: Class 3 contains 6595 members 
Mstep: Class 4 contains 4397 members 
Mstep: Class 5 contains 78233 members 
Mstep: Class 6 contains 6537 members 
Mstep: Class 7 contains 92584 members 
Mstep: Class 8 contains 22344 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44452 members 
Mstep: Class 11 contains 13340 members 
Mstep: Class 12 contains 8739 members 
Mstep: Class 13 contains 10478 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 12958 members 
Mstep: Class 16 contains 12266 members 
Mstep: Class 17 contains 2660 members 
Mstep: Class 18 contains 11971 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 5023 members 
Mstep: Class 21 contains 2357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339326.000000 Penalty: 43657.015625
Iteration 127Q: 22 clusters Score -2.133933e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 11453 members 
Mstep: Class 3 contains 6595 members 
Mstep: Class 4 contains 4398 members 
Mstep: Class 5 contains 78240 members 
Mstep: Class 6 contains 6543 members 
Mstep: Class 7 contains 92555 members 
Mstep: Class 8 contains 22348 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44463 members 
Mstep: Class 11 contains 13341 members 
Mstep: Class 12 contains 8740 members 
Mstep: Class 13 contains 10477 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 12944 members 
Mstep: Class 16 contains 12265 members 
Mstep: Class 17 contains 2659 members 
Mstep: Class 18 contains 11982 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 5022 members 
Mstep: Class 21 contains 2360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339348.000000 Penalty: 43657.015625
Iteration 128Q: 22 clusters Score -2.133935e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 11455 members 
Mstep: Class 3 contains 6595 members 
Mstep: Class 4 contains 4398 members 
Mstep: Class 5 contains 78238 members 
Mstep: Class 6 contains 6549 members 
Mstep: Class 7 contains 92536 members 
Mstep: Class 8 contains 22353 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44472 members 
Mstep: Class 11 contains 13343 members 
Mstep: Class 12 contains 8740 members 
Mstep: Class 13 contains 10475 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 12934 members 
Mstep: Class 16 contains 12266 members 
Mstep: Class 17 contains 2659 members 
Mstep: Class 18 contains 11990 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 5021 members 
Mstep: Class 21 contains 2360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339362.000000 Penalty: 43657.015625
Iteration 129Q: 22 clusters Score -2.133936e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 11455 members 
Mstep: Class 3 contains 6595 members 
Mstep: Class 4 contains 4398 members 
Mstep: Class 5 contains 78244 members 
Mstep: Class 6 contains 6554 members 
Mstep: Class 7 contains 92523 members 
Mstep: Class 8 contains 22364 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44484 members 
Mstep: Class 11 contains 13344 members 
Mstep: Class 12 contains 8740 members 
Mstep: Class 13 contains 10468 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 12923 members 
Mstep: Class 16 contains 12265 members 
Mstep: Class 17 contains 2659 members 
Mstep: Class 18 contains 11988 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 5022 members 
Mstep: Class 21 contains 2360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339358.000000 Penalty: 43657.015625
Iteration 130Q: 22 clusters Score -2.133936e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 11456 members 
Mstep: Class 3 contains 6594 members 
Mstep: Class 4 contains 4397 members 
Mstep: Class 5 contains 78249 members 
Mstep: Class 6 contains 6556 members 
Mstep: Class 7 contains 92515 members 
Mstep: Class 8 contains 22375 members 
Mstep: Class 9 contains 158 members 
Mstep: Class 10 contains 44498 members 
Mstep: Class 11 contains 13343 members 
Mstep: Class 12 contains 8739 members 
Mstep: Class 13 contains 10464 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 12908 members 
Mstep: Class 16 contains 12265 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 11987 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 5022 members 
Mstep: Class 21 contains 2361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339316.000000 Penalty: 43657.015625
Iteration 131Q: 22 clusters Score -2.133932e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 11457 members 
Mstep: Class 3 contains 6594 members 
Mstep: Class 4 contains 4397 members 
Mstep: Class 5 contains 78260 members 
Mstep: Class 6 contains 6558 members 
Mstep: Class 7 contains 92493 members 
Mstep: Class 8 contains 22381 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 44509 members 
Mstep: Class 11 contains 13342 members 
Mstep: Class 12 contains 8737 members 
Mstep: Class 13 contains 10459 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 12896 members 
Mstep: Class 16 contains 12266 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 11994 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 5023 members 
Mstep: Class 21 contains 2361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339382.000000 Penalty: 43657.015625
Iteration 132Q: 22 clusters Score -2.133938e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 11456 members 
Mstep: Class 3 contains 6594 members 
Mstep: Class 4 contains 4395 members 
Mstep: Class 5 contains 78269 members 
Mstep: Class 6 contains 6559 members 
Mstep: Class 7 contains 92481 members 
Mstep: Class 8 contains 22390 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 44525 members 
Mstep: Class 11 contains 13342 members 
Mstep: Class 12 contains 8735 members 
Mstep: Class 13 contains 10455 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 12873 members 
Mstep: Class 16 contains 12267 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 12000 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 5022 members 
Mstep: Class 21 contains 2362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339372.000000 Penalty: 43657.015625
Iteration 133Q: 22 clusters Score -2.133937e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 11454 members 
Mstep: Class 3 contains 6593 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 78271 members 
Mstep: Class 6 contains 6560 members 
Mstep: Class 7 contains 92461 members 
Mstep: Class 8 contains 22400 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 44554 members 
Mstep: Class 11 contains 13341 members 
Mstep: Class 12 contains 8733 members 
Mstep: Class 13 contains 10452 members 
Mstep: Class 14 contains 4612 members 
Mstep: Class 15 contains 12862 members 
Mstep: Class 16 contains 12264 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 11997 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 5021 members 
Mstep: Class 21 contains 2365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339368.000000 Penalty: 43657.015625
Iteration 134Q: 22 clusters Score -2.133937e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 11455 members 
Mstep: Class 3 contains 6593 members 
Mstep: Class 4 contains 4394 members 
Mstep: Class 5 contains 78277 members 
Mstep: Class 6 contains 6561 members 
Mstep: Class 7 contains 92444 members 
Mstep: Class 8 contains 22411 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 44572 members 
Mstep: Class 11 contains 13341 members 
Mstep: Class 12 contains 8728 members 
Mstep: Class 13 contains 10450 members 
Mstep: Class 14 contains 4612 members 
Mstep: Class 15 contains 12850 members 
Mstep: Class 16 contains 12262 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 11994 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5022 members 
Mstep: Class 21 contains 2369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339356.000000 Penalty: 43657.015625
Iteration 135Q: 22 clusters Score -2.133936e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 11453 members 
Mstep: Class 3 contains 6593 members 
Mstep: Class 4 contains 4394 members 
Mstep: Class 5 contains 78293 members 
Mstep: Class 6 contains 6561 members 
Mstep: Class 7 contains 92428 members 
Mstep: Class 8 contains 22415 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 44583 members 
Mstep: Class 11 contains 13343 members 
Mstep: Class 12 contains 8727 members 
Mstep: Class 13 contains 10448 members 
Mstep: Class 14 contains 4612 members 
Mstep: Class 15 contains 12836 members 
Mstep: Class 16 contains 12263 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 11993 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 5022 members 
Mstep: Class 21 contains 2372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339380.000000 Penalty: 43657.015625
Iteration 136Q: 22 clusters Score -2.133938e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 11453 members 
Mstep: Class 3 contains 6593 members 
Mstep: Class 4 contains 4394 members 
Mstep: Class 5 contains 78311 members 
Mstep: Class 6 contains 6560 members 
Mstep: Class 7 contains 92411 members 
Mstep: Class 8 contains 22426 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 44595 members 
Mstep: Class 11 contains 13345 members 
Mstep: Class 12 contains 8727 members 
Mstep: Class 13 contains 10444 members 
Mstep: Class 14 contains 4612 members 
Mstep: Class 15 contains 12821 members 
Mstep: Class 16 contains 12262 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 11985 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 5022 members 
Mstep: Class 21 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339352.000000 Penalty: 43657.015625
Iteration 137Q: 22 clusters Score -2.133935e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 11455 members 
Mstep: Class 3 contains 6593 members 
Mstep: Class 4 contains 4393 members 
Mstep: Class 5 contains 78317 members 
Mstep: Class 6 contains 6560 members 
Mstep: Class 7 contains 92394 members 
Mstep: Class 8 contains 22438 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 44606 members 
Mstep: Class 11 contains 13345 members 
Mstep: Class 12 contains 8727 members 
Mstep: Class 13 contains 10444 members 
Mstep: Class 14 contains 4613 members 
Mstep: Class 15 contains 12810 members 
Mstep: Class 16 contains 12259 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 11982 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5022 members 
Mstep: Class 21 contains 2379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339346.000000 Penalty: 43657.015625
Iteration 138Q: 22 clusters Score -2.133935e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 11456 members 
Mstep: Class 3 contains 6594 members 
Mstep: Class 4 contains 4394 members 
Mstep: Class 5 contains 78320 members 
Mstep: Class 6 contains 6561 members 
Mstep: Class 7 contains 92384 members 
Mstep: Class 8 contains 22445 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 44616 members 
Mstep: Class 11 contains 13346 members 
Mstep: Class 12 contains 8727 members 
Mstep: Class 13 contains 10444 members 
Mstep: Class 14 contains 4615 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 12257 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 11972 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5022 members 
Mstep: Class 21 contains 2384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339348.000000 Penalty: 43657.015625
Iteration 139Q: 22 clusters Score -2.133935e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 11453 members 
Mstep: Class 3 contains 6596 members 
Mstep: Class 4 contains 4393 members 
Mstep: Class 5 contains 78330 members 
Mstep: Class 6 contains 6561 members 
Mstep: Class 7 contains 92368 members 
Mstep: Class 8 contains 22450 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 44626 members 
Mstep: Class 11 contains 13346 members 
Mstep: Class 12 contains 8727 members 
Mstep: Class 13 contains 10443 members 
Mstep: Class 14 contains 4617 members 
Mstep: Class 15 contains 12793 members 
Mstep: Class 16 contains 12258 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 11967 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5022 members 
Mstep: Class 21 contains 2389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339346.000000 Penalty: 43657.015625
Iteration 140F: 22 clusters Score -2.133935e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 11453 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 4394 members 
Mstep: Class 5 contains 78334 members 
Mstep: Class 6 contains 6561 members 
Mstep: Class 7 contains 92347 members 
Mstep: Class 8 contains 22459 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 44642 members 
Mstep: Class 11 contains 13347 members 
Mstep: Class 12 contains 8726 members 
Mstep: Class 13 contains 10442 members 
Mstep: Class 14 contains 4617 members 
Mstep: Class 15 contains 12778 members 
Mstep: Class 16 contains 12259 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 11965 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5022 members 
Mstep: Class 21 contains 2395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339358.000000 Penalty: 43657.015625
Iteration 141Q: 22 clusters Score -2.133936e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 11452 members 
Mstep: Class 3 contains 6598 members 
Mstep: Class 4 contains 4393 members 
Mstep: Class 5 contains 78331 members 
Mstep: Class 6 contains 6563 members 
Mstep: Class 7 contains 92327 members 
Mstep: Class 8 contains 22467 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 44656 members 
Mstep: Class 11 contains 13349 members 
Mstep: Class 12 contains 8727 members 
Mstep: Class 13 contains 10442 members 
Mstep: Class 14 contains 4618 members 
Mstep: Class 15 contains 12773 members 
Mstep: Class 16 contains 12257 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 11963 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5022 members 
Mstep: Class 21 contains 2399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339342.000000 Penalty: 43657.015625
Iteration 142Q: 22 clusters Score -2.133934e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 11450 members 
Mstep: Class 3 contains 6599 members 
Mstep: Class 4 contains 4392 members 
Mstep: Class 5 contains 78330 members 
Mstep: Class 6 contains 6566 members 
Mstep: Class 7 contains 92316 members 
Mstep: Class 8 contains 22478 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 44672 members 
Mstep: Class 11 contains 13350 members 
Mstep: Class 12 contains 8727 members 
Mstep: Class 13 contains 10442 members 
Mstep: Class 14 contains 4620 members 
Mstep: Class 15 contains 12758 members 
Mstep: Class 16 contains 12256 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 11962 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 5021 members 
Mstep: Class 21 contains 2401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339368.000000 Penalty: 43657.015625
Iteration 143Q: 22 clusters Score -2.133937e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 11451 members 
Mstep: Class 3 contains 6599 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 78335 members 
Mstep: Class 6 contains 6569 members 
Mstep: Class 7 contains 92305 members 
Mstep: Class 8 contains 22480 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 44684 members 
Mstep: Class 11 contains 13348 members 
Mstep: Class 12 contains 8726 members 
Mstep: Class 13 contains 10443 members 
Mstep: Class 14 contains 4623 members 
Mstep: Class 15 contains 12746 members 
Mstep: Class 16 contains 12257 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 11962 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 5021 members 
Mstep: Class 21 contains 2402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339328.000000 Penalty: 43657.015625
Iteration 144Q: 22 clusters Score -2.133933e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 11449 members 
Mstep: Class 3 contains 6599 members 
Mstep: Class 4 contains 4392 members 
Mstep: Class 5 contains 78331 members 
Mstep: Class 6 contains 6574 members 
Mstep: Class 7 contains 92278 members 
Mstep: Class 8 contains 22479 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 44704 members 
Mstep: Class 11 contains 13348 members 
Mstep: Class 12 contains 8726 members 
Mstep: Class 13 contains 10444 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 12753 members 
Mstep: Class 16 contains 12256 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 11962 members 
Mstep: Class 19 contains 2374 members 
Mstep: Class 20 contains 5021 members 
Mstep: Class 21 contains 2402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339310.000000 Penalty: 43657.015625
Iteration 145Q: 22 clusters Score -2.133931e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 11446 members 
Mstep: Class 3 contains 6599 members 
Mstep: Class 4 contains 4394 members 
Mstep: Class 5 contains 78329 members 
Mstep: Class 6 contains 6581 members 
Mstep: Class 7 contains 92246 members 
Mstep: Class 8 contains 22483 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 44731 members 
Mstep: Class 11 contains 13347 members 
Mstep: Class 12 contains 8723 members 
Mstep: Class 13 contains 10447 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 12756 members 
Mstep: Class 16 contains 12256 members 
Mstep: Class 17 contains 2652 members 
Mstep: Class 18 contains 11962 members 
Mstep: Class 19 contains 2374 members 
Mstep: Class 20 contains 5020 members 
Mstep: Class 21 contains 2403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339294.000000 Penalty: 43657.015625
Iteration 146Q: 22 clusters Score -2.133929e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 11446 members 
Mstep: Class 3 contains 6599 members 
Mstep: Class 4 contains 4394 members 
Mstep: Class 5 contains 78325 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 92220 members 
Mstep: Class 8 contains 22484 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 44754 members 
Mstep: Class 11 contains 13348 members 
Mstep: Class 12 contains 8723 members 
Mstep: Class 13 contains 10451 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 12757 members 
Mstep: Class 16 contains 12255 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 18 contains 11963 members 
Mstep: Class 19 contains 2374 members 
Mstep: Class 20 contains 5020 members 
Mstep: Class 21 contains 2403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339312.000000 Penalty: 43657.015625
Iteration 147Q: 22 clusters Score -2.133931e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 11451 members 
Mstep: Class 3 contains 6600 members 
Mstep: Class 4 contains 4393 members 
Mstep: Class 5 contains 78317 members 
Mstep: Class 6 contains 6589 members 
Mstep: Class 7 contains 92199 members 
Mstep: Class 8 contains 22485 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 44788 members 
Mstep: Class 11 contains 13350 members 
Mstep: Class 12 contains 8723 members 
Mstep: Class 13 contains 10448 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 12751 members 
Mstep: Class 16 contains 12255 members 
Mstep: Class 17 contains 2639 members 
Mstep: Class 18 contains 11964 members 
Mstep: Class 19 contains 2374 members 
Mstep: Class 20 contains 5020 members 
Mstep: Class 21 contains 2403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339316.000000 Penalty: 43657.015625
Iteration 148Q: 22 clusters Score -2.133932e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 11454 members 
Mstep: Class 3 contains 6600 members 
Mstep: Class 4 contains 4393 members 
Mstep: Class 5 contains 78325 members 
Mstep: Class 6 contains 6591 members 
Mstep: Class 7 contains 92179 members 
Mstep: Class 8 contains 22483 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 44818 members 
Mstep: Class 11 contains 13351 members 
Mstep: Class 12 contains 8722 members 
Mstep: Class 13 contains 10439 members 
Mstep: Class 14 contains 4626 members 
Mstep: Class 15 contains 12738 members 
Mstep: Class 16 contains 12255 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 18 contains 11965 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 2403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339308.000000 Penalty: 43657.015625
Iteration 149Q: 22 clusters Score -2.133931e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 11455 members 
Mstep: Class 3 contains 6600 members 
Mstep: Class 4 contains 4394 members 
Mstep: Class 5 contains 78327 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 92165 members 
Mstep: Class 8 contains 22484 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 44847 members 
Mstep: Class 11 contains 13351 members 
Mstep: Class 12 contains 8722 members 
Mstep: Class 13 contains 10432 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 12718 members 
Mstep: Class 16 contains 12255 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 18 contains 11968 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 2403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339310.000000 Penalty: 43657.015625
Iteration 150Q: 22 clusters Score -2.133931e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 11453 members 
Mstep: Class 3 contains 6599 members 
Mstep: Class 4 contains 4394 members 
Mstep: Class 5 contains 78333 members 
Mstep: Class 6 contains 6594 members 
Mstep: Class 7 contains 92144 members 
Mstep: Class 8 contains 22491 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 44876 members 
Mstep: Class 11 contains 13351 members 
Mstep: Class 12 contains 8721 members 
Mstep: Class 13 contains 10427 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 12707 members 
Mstep: Class 16 contains 12252 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 18 contains 11970 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5018 members 
Mstep: Class 21 contains 2403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339316.000000 Penalty: 43657.015625
Iteration 151Q: 22 clusters Score -2.133932e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 11452 members 
Mstep: Class 3 contains 6599 members 
Mstep: Class 4 contains 4394 members 
Mstep: Class 5 contains 78352 members 
Mstep: Class 6 contains 6595 members 
Mstep: Class 7 contains 92120 members 
Mstep: Class 8 contains 22502 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 44897 members 
Mstep: Class 11 contains 13351 members 
Mstep: Class 12 contains 8720 members 
Mstep: Class 13 contains 10425 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 12685 members 
Mstep: Class 16 contains 12249 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 18 contains 11969 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 5018 members 
Mstep: Class 21 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339298.000000 Penalty: 43657.015625
Iteration 152Q: 22 clusters Score -2.13393e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 11451 members 
Mstep: Class 3 contains 6600 members 
Mstep: Class 4 contains 4395 members 
Mstep: Class 5 contains 78363 members 
Mstep: Class 6 contains 6596 members 
Mstep: Class 7 contains 92101 members 
Mstep: Class 8 contains 22511 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 44916 members 
Mstep: Class 11 contains 13351 members 
Mstep: Class 12 contains 8718 members 
Mstep: Class 13 contains 10423 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 12665 members 
Mstep: Class 16 contains 12249 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 18 contains 11970 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 5018 members 
Mstep: Class 21 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339298.000000 Penalty: 43657.015625
Iteration 153Q: 22 clusters Score -2.13393e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 11451 members 
Mstep: Class 3 contains 6602 members 
Mstep: Class 4 contains 4397 members 
Mstep: Class 5 contains 78376 members 
Mstep: Class 6 contains 6596 members 
Mstep: Class 7 contains 92063 members 
Mstep: Class 8 contains 22519 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 44933 members 
Mstep: Class 11 contains 13352 members 
Mstep: Class 12 contains 8716 members 
Mstep: Class 13 contains 10422 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 12667 members 
Mstep: Class 16 contains 12246 members 
Mstep: Class 17 contains 2637 members 
Mstep: Class 18 contains 11969 members 
Mstep: Class 19 contains 2378 members 
Mstep: Class 20 contains 5017 members 
Mstep: Class 21 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339312.000000 Penalty: 43657.015625
Iteration 154Q: 22 clusters Score -2.133931e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 11449 members 
Mstep: Class 3 contains 6605 members 
Mstep: Class 4 contains 4398 members 
Mstep: Class 5 contains 78391 members 
Mstep: Class 6 contains 6596 members 
Mstep: Class 7 contains 92021 members 
Mstep: Class 8 contains 22528 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 44958 members 
Mstep: Class 11 contains 13353 members 
Mstep: Class 12 contains 8714 members 
Mstep: Class 13 contains 10415 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 12671 members 
Mstep: Class 16 contains 12242 members 
Mstep: Class 17 contains 2636 members 
Mstep: Class 18 contains 11970 members 
Mstep: Class 19 contains 2378 members 
Mstep: Class 20 contains 5016 members 
Mstep: Class 21 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339310.000000 Penalty: 43657.015625
Iteration 155Q: 22 clusters Score -2.133931e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 11449 members 
Mstep: Class 3 contains 6606 members 
Mstep: Class 4 contains 4398 members 
Mstep: Class 5 contains 78402 members 
Mstep: Class 6 contains 6596 members 
Mstep: Class 7 contains 91986 members 
Mstep: Class 8 contains 22537 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 44986 members 
Mstep: Class 11 contains 13353 members 
Mstep: Class 12 contains 8713 members 
Mstep: Class 13 contains 10411 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 12672 members 
Mstep: Class 16 contains 12237 members 
Mstep: Class 17 contains 2634 members 
Mstep: Class 18 contains 11970 members 
Mstep: Class 19 contains 2378 members 
Mstep: Class 20 contains 5015 members 
Mstep: Class 21 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339308.000000 Penalty: 43657.015625
Iteration 156Q: 22 clusters Score -2.133931e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 11449 members 
Mstep: Class 3 contains 6607 members 
Mstep: Class 4 contains 4398 members 
Mstep: Class 5 contains 78418 members 
Mstep: Class 6 contains 6596 members 
Mstep: Class 7 contains 91945 members 
Mstep: Class 8 contains 22542 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45010 members 
Mstep: Class 11 contains 13354 members 
Mstep: Class 12 contains 8710 members 
Mstep: Class 13 contains 10406 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 12673 members 
Mstep: Class 16 contains 12236 members 
Mstep: Class 17 contains 2632 members 
Mstep: Class 18 contains 11973 members 
Mstep: Class 19 contains 2378 members 
Mstep: Class 20 contains 5014 members 
Mstep: Class 21 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339294.000000 Penalty: 43657.015625
Iteration 157Q: 22 clusters Score -2.133929e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 11448 members 
Mstep: Class 3 contains 6606 members 
Mstep: Class 4 contains 4399 members 
Mstep: Class 5 contains 78428 members 
Mstep: Class 6 contains 6596 members 
Mstep: Class 7 contains 91915 members 
Mstep: Class 8 contains 22546 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45030 members 
Mstep: Class 11 contains 13354 members 
Mstep: Class 12 contains 8705 members 
Mstep: Class 13 contains 10404 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 12675 members 
Mstep: Class 16 contains 12236 members 
Mstep: Class 17 contains 2632 members 
Mstep: Class 18 contains 11974 members 
Mstep: Class 19 contains 2379 members 
Mstep: Class 20 contains 5015 members 
Mstep: Class 21 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339290.000000 Penalty: 43657.015625
Iteration 158Q: 22 clusters Score -2.133929e+07 nChanged 108
Entering ConstructFrom: 
Score: -21339290.000000 Penalty: 43657.015625
Entering ConstructFrom: 
Trying to split cluster 1 (6244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Entering Unmasked Estep 
Score: -367465.375000 Penalty: 1420.148560
	Iteration 0F: 2 clusters Score -367465.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -362702.187500 Penalty: 2840.297119
	Iteration 0F: 3 clusters Score -362702.2 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -364153.375000 Penalty: 2840.297119
	Iteration 1F: 3 clusters Score -364153.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -364492.718750 Penalty: 2840.297119
	Iteration 2F: 3 clusters Score -364492.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -364815.312500 Penalty: 2840.297119
	Iteration 3F: 3 clusters Score -364815.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -365169.218750 Penalty: 2840.297119
	Iteration 4F: 3 clusters Score -365169.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -365483.156250 Penalty: 2840.297119
	Iteration 5F: 3 clusters Score -365483.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -365781.281250 Penalty: 2840.297119
	Iteration 6F: 3 clusters Score -365781.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -366034.312500 Penalty: 2840.297119
	Iteration 7F: 3 clusters Score -366034.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -366199.375000 Penalty: 2840.297119
	Iteration 8Q: 3 clusters Score -366199.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -366299.156250 Penalty: 2840.297119
	Iteration 9Q: 3 clusters Score -366299.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -366390.968750 Penalty: 2840.297119
	Iteration 10Q: 3 clusters Score -366391 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -366471.750000 Penalty: 2840.297119
	Iteration 11Q: 3 clusters Score -366471.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -366531.968750 Penalty: 2840.297119
	Iteration 12Q: 3 clusters Score -366532 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -366568.375000 Penalty: 2840.297119
	Iteration 13Q: 3 clusters Score -366568.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -366593.875000 Penalty: 2840.297119
	Iteration 14Q: 3 clusters Score -366593.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -366617.937500 Penalty: 2840.297119
	Iteration 15Q: 3 clusters Score -366617.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -366637.843750 Penalty: 2840.297119
	Iteration 16Q: 3 clusters Score -366637.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -366650.531250 Penalty: 2840.297119
	Iteration 17Q: 3 clusters Score -366650.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -366662.500000 Penalty: 2840.297119
	Iteration 18Q: 3 clusters Score -366662.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -366671.187500 Penalty: 2840.297119
	Iteration 19Q: 3 clusters Score -366671.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -366680.031250 Penalty: 2840.297119
	Iteration 20F: 3 clusters Score -366680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -366690.437500 Penalty: 2840.297119
	Iteration 21Q: 3 clusters Score -366690.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -366698.781250 Penalty: 2840.297119
	Iteration 22Q: 3 clusters Score -366698.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -366704.187500 Penalty: 2840.297119
	Iteration 23Q: 3 clusters Score -366704.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -366709.593750 Penalty: 2840.297119
	Iteration 24Q: 3 clusters Score -366709.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -366713.468750 Penalty: 2840.297119
	Iteration 25Q: 3 clusters Score -366713.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -366715.281250 Penalty: 2840.297119
	Iteration 26Q: 3 clusters Score -366715.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -366718.250000 Penalty: 2840.297119
	Iteration 27Q: 3 clusters Score -366718.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -366720.500000 Penalty: 2840.297119
	Iteration 28Q: 3 clusters Score -366720.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -366721.875000 Penalty: 2840.297119
	Iteration 29Q: 3 clusters Score -366721.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -366723.687500 Penalty: 2840.297119
	Iteration 30Q: 3 clusters Score -366723.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -366726.406250 Penalty: 2840.297119
	Iteration 31Q: 3 clusters Score -366726.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -366730.187500 Penalty: 2840.297119
	Iteration 32Q: 3 clusters Score -366730.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -366732.093750 Penalty: 2840.297119
	Iteration 33Q: 3 clusters Score -366732.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -366734.250000 Penalty: 2840.297119
	Iteration 34Q: 3 clusters Score -366734.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -366738.593750 Penalty: 2840.297119
	Iteration 35Q: 3 clusters Score -366738.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -366742.625000 Penalty: 2840.297119
	Iteration 36Q: 3 clusters Score -366742.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -366753.343750 Penalty: 2840.297119
	Iteration 37Q: 3 clusters Score -366753.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -366763.062500 Penalty: 2840.297119
	Iteration 38Q: 3 clusters Score -366763.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -366775.937500 Penalty: 2840.297119
	Iteration 39Q: 3 clusters Score -366775.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -366790.125000 Penalty: 2840.297119
	Iteration 40F: 3 clusters Score -366790.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -366807.718750 Penalty: 2840.297119
	Iteration 41Q: 3 clusters Score -366807.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -366825.718750 Penalty: 2840.297119
	Iteration 42Q: 3 clusters Score -366825.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -366842.500000 Penalty: 2840.297119
	Iteration 43Q: 3 clusters Score -366842.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -366858.281250 Penalty: 2840.297119
	Iteration 44Q: 3 clusters Score -366858.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -366881.156250 Penalty: 2840.297119
	Iteration 45Q: 3 clusters Score -366881.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -366906.625000 Penalty: 2840.297119
	Iteration 46Q: 3 clusters Score -366906.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -366929.812500 Penalty: 2840.297119
	Iteration 47Q: 3 clusters Score -366929.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -366951.375000 Penalty: 2840.297119
	Iteration 48Q: 3 clusters Score -366951.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -366974.593750 Penalty: 2840.297119
	Iteration 49Q: 3 clusters Score -366974.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -367006.781250 Penalty: 2840.297119
	Iteration 50Q: 3 clusters Score -367006.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -367035.437500 Penalty: 2840.297119
	Iteration 51Q: 3 clusters Score -367035.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -367055.656250 Penalty: 2840.297119
	Iteration 52Q: 3 clusters Score -367055.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -367081.843750 Penalty: 2840.297119
	Iteration 53Q: 3 clusters Score -367081.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -367109.562500 Penalty: 2840.297119
	Iteration 54Q: 3 clusters Score -367109.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -367139.281250 Penalty: 2840.297119
	Iteration 55Q: 3 clusters Score -367139.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -367163.218750 Penalty: 2840.297119
	Iteration 56Q: 3 clusters Score -367163.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -367178.218750 Penalty: 2840.297119
	Iteration 57Q: 3 clusters Score -367178.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -367190.406250 Penalty: 2840.297119
	Iteration 58Q: 3 clusters Score -367190.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -367202.843750 Penalty: 2840.297119
	Iteration 59Q: 3 clusters Score -367202.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -367213.812500 Penalty: 2840.297119
	Iteration 60F: 3 clusters Score -367213.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -367221.437500 Penalty: 2840.297119
	Iteration 61Q: 3 clusters Score -367221.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -367226.093750 Penalty: 2840.297119
	Iteration 62Q: 3 clusters Score -367226.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -367229.593750 Penalty: 2840.297119
	Iteration 63Q: 3 clusters Score -367229.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -367231.562500 Penalty: 2840.297119
	Iteration 64Q: 3 clusters Score -367231.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -367234.593750 Penalty: 2840.297119
	Iteration 65Q: 3 clusters Score -367234.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -367237.375000 Penalty: 2840.297119
	Iteration 66Q: 3 clusters Score -367237.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -367239.500000 Penalty: 2840.297119
	Iteration 67Q: 3 clusters Score -367239.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -367240.156250 Penalty: 2840.297119
	Iteration 68Q: 3 clusters Score -367240.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -367241.062500 Penalty: 2840.297119
	Iteration 69Q: 3 clusters Score -367241.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -367242.718750 Penalty: 2840.297119
	Iteration 70Q: 3 clusters Score -367242.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -367242.718750 Penalty: 2840.297119
	Iteration 71Q: 3 clusters Score -367242.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -367244.625000 Penalty: 2840.297119
	Iteration 72Q: 3 clusters Score -367244.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -367245.937500 Penalty: 2840.297119
	Iteration 73Q: 3 clusters Score -367245.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -367246.250000 Penalty: 2840.297119
	Iteration 74Q: 3 clusters Score -367246.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -367246.593750 Penalty: 2840.297119
	Iteration 75Q: 3 clusters Score -367246.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -367247.187500 Penalty: 2840.297119
	Iteration 76Q: 3 clusters Score -367247.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -367247.531250 Penalty: 2840.297119
	Iteration 77Q: 3 clusters Score -367247.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -367247.531250 Penalty: 2840.297119
	Iteration 78F: 3 clusters Score -367247.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Entering Unmasked Estep 
Score: -709399.250000 Penalty: 1518.655273
	Iteration 0F: 2 clusters Score -709399.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -701196.937500 Penalty: 3037.310547
	Iteration 0F: 3 clusters Score -701196.9 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -703909.437500 Penalty: 3037.310547
	Iteration 1F: 3 clusters Score -703909.4 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -704158.937500 Penalty: 3037.310547
	Iteration 2F: 3 clusters Score -704158.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -704356.812500 Penalty: 3037.310547
	Iteration 3Q: 3 clusters Score -704356.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -704590.562500 Penalty: 3037.310547
	Iteration 4Q: 3 clusters Score -704590.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -704829.187500 Penalty: 3037.310547
	Iteration 5Q: 3 clusters Score -704829.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -705099.750000 Penalty: 3037.310547
	Iteration 6Q: 3 clusters Score -705099.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -705436.250000 Penalty: 3037.310547
	Iteration 7Q: 3 clusters Score -705436.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -705841.125000 Penalty: 3037.310547
	Iteration 8Q: 3 clusters Score -705841.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -706294.812500 Penalty: 3037.310547
	Iteration 9F: 3 clusters Score -706294.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -706715.937500 Penalty: 3037.310547
	Iteration 10Q: 3 clusters Score -706715.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -707093.437500 Penalty: 3037.310547
	Iteration 11Q: 3 clusters Score -707093.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -707395.312500 Penalty: 3037.310547
	Iteration 12Q: 3 clusters Score -707395.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -707639.062500 Penalty: 3037.310547
	Iteration 13Q: 3 clusters Score -707639.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -707832.937500 Penalty: 3037.310547
	Iteration 14Q: 3 clusters Score -707832.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -707989.375000 Penalty: 3037.310547
	Iteration 15Q: 3 clusters Score -707989.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -708085.750000 Penalty: 3037.310547
	Iteration 16Q: 3 clusters Score -708085.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -708145.875000 Penalty: 3037.310547
	Iteration 17Q: 3 clusters Score -708145.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -708180.812500 Penalty: 3037.310547
	Iteration 18Q: 3 clusters Score -708180.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -708200.812500 Penalty: 3037.310547
	Iteration 19Q: 3 clusters Score -708200.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -708217.187500 Penalty: 3037.310547
	Iteration 20F: 3 clusters Score -708217.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -708226.187500 Penalty: 3037.310547
	Iteration 21Q: 3 clusters Score -708226.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -708228.812500 Penalty: 3037.310547
	Iteration 22Q: 3 clusters Score -708228.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -708232.250000 Penalty: 3037.310547
	Iteration 23Q: 3 clusters Score -708232.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -708235.625000 Penalty: 3037.310547
	Iteration 24Q: 3 clusters Score -708235.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -708239.125000 Penalty: 3037.310547
	Iteration 25Q: 3 clusters Score -708239.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -708241.062500 Penalty: 3037.310547
	Iteration 26Q: 3 clusters Score -708241.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -708246.687500 Penalty: 3037.310547
	Iteration 27Q: 3 clusters Score -708246.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -708250.625000 Penalty: 3037.310547
	Iteration 28Q: 3 clusters Score -708250.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -708252.062500 Penalty: 3037.310547
	Iteration 29Q: 3 clusters Score -708252.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -708253.687500 Penalty: 3037.310547
	Iteration 30Q: 3 clusters Score -708253.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -708256.000000 Penalty: 3037.310547
	Iteration 31Q: 3 clusters Score -708256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -708259.312500 Penalty: 3037.310547
	Iteration 32Q: 3 clusters Score -708259.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -708259.937500 Penalty: 3037.310547
	Iteration 33Q: 3 clusters Score -708259.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -708259.937500 Penalty: 3037.310547
	Iteration 34F: 3 clusters Score -708259.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Entering Unmasked Estep 
Score: -412923.156250 Penalty: 1429.306641
	Iteration 0F: 2 clusters Score -412923.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -407930.031250 Penalty: 2858.613281
	Iteration 0F: 3 clusters Score -407930 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -409324.906250 Penalty: 2858.613281
	Iteration 1F: 3 clusters Score -409324.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -409519.218750 Penalty: 2858.613281
	Iteration 2F: 3 clusters Score -409519.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -409659.687500 Penalty: 2858.613281
	Iteration 3Q: 3 clusters Score -409659.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -409784.031250 Penalty: 2858.613281
	Iteration 4Q: 3 clusters Score -409784 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -409909.093750 Penalty: 2858.613281
	Iteration 5Q: 3 clusters Score -409909.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -410051.250000 Penalty: 2858.613281
	Iteration 6Q: 3 clusters Score -410051.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -410227.093750 Penalty: 2858.613281
	Iteration 7Q: 3 clusters Score -410227.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -410418.093750 Penalty: 2858.613281
	Iteration 8Q: 3 clusters Score -410418.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -410637.468750 Penalty: 2858.613281
	Iteration 9Q: 3 clusters Score -410637.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -410846.093750 Penalty: 2858.613281
	Iteration 10Q: 3 clusters Score -410846.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -411044.625000 Penalty: 2858.613281
	Iteration 11Q: 3 clusters Score -411044.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -411195.406250 Penalty: 2858.613281
	Iteration 12Q: 3 clusters Score -411195.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -411315.406250 Penalty: 2858.613281
	Iteration 13Q: 3 clusters Score -411315.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -411399.468750 Penalty: 2858.613281
	Iteration 14Q: 3 clusters Score -411399.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -411455.187500 Penalty: 2858.613281
	Iteration 15Q: 3 clusters Score -411455.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -411504.875000 Penalty: 2858.613281
	Iteration 16Q: 3 clusters Score -411504.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -411555.562500 Penalty: 2858.613281
	Iteration 17Q: 3 clusters Score -411555.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -411578.500000 Penalty: 2858.613281
	Iteration 18Q: 3 clusters Score -411578.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -411593.062500 Penalty: 2858.613281
	Iteration 19Q: 3 clusters Score -411593.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -411605.906250 Penalty: 2858.613281
	Iteration 20F: 3 clusters Score -411605.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -411618.187500 Penalty: 2858.613281
	Iteration 21Q: 3 clusters Score -411618.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -411629.343750 Penalty: 2858.613281
	Iteration 22Q: 3 clusters Score -411629.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -411634.062500 Penalty: 2858.613281
	Iteration 23Q: 3 clusters Score -411634.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -411641.687500 Penalty: 2858.613281
	Iteration 24Q: 3 clusters Score -411641.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -411655.687500 Penalty: 2858.613281
	Iteration 25Q: 3 clusters Score -411655.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -411666.500000 Penalty: 2858.613281
	Iteration 26Q: 3 clusters Score -411666.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -411666.937500 Penalty: 2858.613281
	Iteration 27Q: 3 clusters Score -411666.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -411669.093750 Penalty: 2858.613281
	Iteration 28Q: 3 clusters Score -411669.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -411670.437500 Penalty: 2858.613281
	Iteration 29Q: 3 clusters Score -411670.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -411672.843750 Penalty: 2858.613281
	Iteration 30Q: 3 clusters Score -411672.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -411675.343750 Penalty: 2858.613281
	Iteration 31Q: 3 clusters Score -411675.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -411677.250000 Penalty: 2858.613281
	Iteration 32Q: 3 clusters Score -411677.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -411677.250000 Penalty: 2858.613281
	Iteration 33F: 3 clusters Score -411677.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Entering Unmasked Estep 
Score: -220999.515625 Penalty: 1363.270874
	Iteration 0F: 2 clusters Score -220999.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -217395.906250 Penalty: 2726.541748
	Iteration 0F: 3 clusters Score -217395.9 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -218344.375000 Penalty: 2726.541748
	Iteration 1F: 3 clusters Score -218344.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -218566.156250 Penalty: 2726.541748
	Iteration 2F: 3 clusters Score -218566.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -218752.515625 Penalty: 2726.541748
	Iteration 3F: 3 clusters Score -218752.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -218916.750000 Penalty: 2726.541748
	Iteration 4F: 3 clusters Score -218916.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -219051.984375 Penalty: 2726.541748
	Iteration 5Q: 3 clusters Score -219052 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -219196.093750 Penalty: 2726.541748
	Iteration 6Q: 3 clusters Score -219196.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -219305.546875 Penalty: 2726.541748
	Iteration 7Q: 3 clusters Score -219305.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -219412.187500 Penalty: 2726.541748
	Iteration 8Q: 3 clusters Score -219412.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -219480.484375 Penalty: 2726.541748
	Iteration 9Q: 3 clusters Score -219480.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -219534.093750 Penalty: 2726.541748
	Iteration 10Q: 3 clusters Score -219534.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -219591.546875 Penalty: 2726.541748
	Iteration 11Q: 3 clusters Score -219591.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -219653.359375 Penalty: 2726.541748
	Iteration 12Q: 3 clusters Score -219653.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -219726.531250 Penalty: 2726.541748
	Iteration 13Q: 3 clusters Score -219726.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -219803.703125 Penalty: 2726.541748
	Iteration 14Q: 3 clusters Score -219803.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -219853.812500 Penalty: 2726.541748
	Iteration 15Q: 3 clusters Score -219853.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -219900.390625 Penalty: 2726.541748
	Iteration 16Q: 3 clusters Score -219900.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -219936.953125 Penalty: 2726.541748
	Iteration 17Q: 3 clusters Score -219937 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -219966.234375 Penalty: 2726.541748
	Iteration 18Q: 3 clusters Score -219966.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -219996.671875 Penalty: 2726.541748
	Iteration 19Q: 3 clusters Score -219996.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -220020.281250 Penalty: 2726.541748
	Iteration 20F: 3 clusters Score -220020.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -220033.953125 Penalty: 2726.541748
	Iteration 21Q: 3 clusters Score -220034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -220045.187500 Penalty: 2726.541748
	Iteration 22Q: 3 clusters Score -220045.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -220052.156250 Penalty: 2726.541748
	Iteration 23Q: 3 clusters Score -220052.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -220059.140625 Penalty: 2726.541748
	Iteration 24Q: 3 clusters Score -220059.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -220064.593750 Penalty: 2726.541748
	Iteration 25Q: 3 clusters Score -220064.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -220069.781250 Penalty: 2726.541748
	Iteration 26Q: 3 clusters Score -220069.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -220072.656250 Penalty: 2726.541748
	Iteration 27Q: 3 clusters Score -220072.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -220074.109375 Penalty: 2726.541748
	Iteration 28Q: 3 clusters Score -220074.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -220075.375000 Penalty: 2726.541748
	Iteration 29Q: 3 clusters Score -220075.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -220075.062500 Penalty: 2726.541748
	Iteration 30Q: 3 clusters Score -220075.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -220075.453125 Penalty: 2726.541748
	Iteration 31Q: 3 clusters Score -220075.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -220075.453125 Penalty: 2726.541748
	Iteration 32F: 3 clusters Score -220075.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (78440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78440 members 
Entering Unmasked Estep 
Score: -5018526.500000 Penalty: 1831.389526
	Iteration 0F: 2 clusters Score -5018526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -4966124.500000 Penalty: 3662.779053
	Iteration 0F: 3 clusters Score -4966124 nChanged 37188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -4987779.000000 Penalty: 3662.779053
	Iteration 1F: 3 clusters Score -4987779 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -4988728.000000 Penalty: 3662.779053
	Iteration 2Q: 3 clusters Score -4988728 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -4990169.000000 Penalty: 3662.779053
	Iteration 3Q: 3 clusters Score -4990169 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -4992423.000000 Penalty: 3662.779053
	Iteration 4F: 3 clusters Score -4992423 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -4995789.500000 Penalty: 3662.779053
	Iteration 5F: 3 clusters Score -4995790 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -5000461.500000 Penalty: 3662.779053
	Iteration 6F: 3 clusters Score -5000462 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64995 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -5005609.500000 Penalty: 3662.779053
	Iteration 7F: 3 clusters Score -5005610 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69474 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -5009875.000000 Penalty: 3662.779053
	Iteration 8F: 3 clusters Score -5009875 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72453 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -5012625.000000 Penalty: 3662.779053
	Iteration 9Q: 3 clusters Score -5012625 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74376 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -5014165.500000 Penalty: 3662.779053
	Iteration 10Q: 3 clusters Score -5014166 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75660 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -5015140.000000 Penalty: 3662.779053
	Iteration 11Q: 3 clusters Score -5015140 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76495 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5015721.500000 Penalty: 3662.779053
	Iteration 12Q: 3 clusters Score -5015722 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77071 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -5016116.500000 Penalty: 3662.779053
	Iteration 13Q: 3 clusters Score -5016116 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77432 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5016410.000000 Penalty: 3662.779053
	Iteration 14Q: 3 clusters Score -5016410 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77629 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5016543.500000 Penalty: 3662.779053
	Iteration 15Q: 3 clusters Score -5016544 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77768 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5016652.500000 Penalty: 3662.779053
	Iteration 16Q: 3 clusters Score -5016652 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77864 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5016731.000000 Penalty: 3662.779053
	Iteration 17Q: 3 clusters Score -5016731 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77941 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5016785.500000 Penalty: 3662.779053
	Iteration 18Q: 3 clusters Score -5016786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77988 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5016811.500000 Penalty: 3662.779053
	Iteration 19Q: 3 clusters Score -5016812 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78015 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5016838.500000 Penalty: 3662.779053
	Iteration 20F: 3 clusters Score -5016838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78043 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5016858.500000 Penalty: 3662.779053
	Iteration 21Q: 3 clusters Score -5016858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78068 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5016884.000000 Penalty: 3662.779053
	Iteration 22Q: 3 clusters Score -5016884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78073 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5016891.500000 Penalty: 3662.779053
	Iteration 23Q: 3 clusters Score -5016892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78077 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5016893.000000 Penalty: 3662.779053
	Iteration 24Q: 3 clusters Score -5016893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78082 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5016900.500000 Penalty: 3662.779053
	Iteration 25Q: 3 clusters Score -5016900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78083 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5016899.500000 Penalty: 3662.779053
	Iteration 26Q: 3 clusters Score -5016900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78084 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5016902.500000 Penalty: 3662.779053
	Iteration 27Q: 3 clusters Score -5016902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78084 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5016902.500000 Penalty: 3662.779053
	Iteration 28F: 3 clusters Score -5016902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Entering Unmasked Estep 
Score: -438672.312500 Penalty: 1429.060547
	Iteration 0F: 2 clusters Score -438672.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -433600.593750 Penalty: 2858.121094
	Iteration 0F: 3 clusters Score -433600.6 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -435105.437500 Penalty: 2858.121094
	Iteration 1F: 3 clusters Score -435105.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -435326.906250 Penalty: 2858.121094
	Iteration 2F: 3 clusters Score -435326.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -435480.562500 Penalty: 2858.121094
	Iteration 3F: 3 clusters Score -435480.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -435616.187500 Penalty: 2858.121094
	Iteration 4Q: 3 clusters Score -435616.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -435732.937500 Penalty: 2858.121094
	Iteration 5Q: 3 clusters Score -435732.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -435856.156250 Penalty: 2858.121094
	Iteration 6Q: 3 clusters Score -435856.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -436017.781250 Penalty: 2858.121094
	Iteration 7Q: 3 clusters Score -436017.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -436213.500000 Penalty: 2858.121094
	Iteration 8Q: 3 clusters Score -436213.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -436450.125000 Penalty: 2858.121094
	Iteration 9Q: 3 clusters Score -436450.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -436745.687500 Penalty: 2858.121094
	Iteration 10F: 3 clusters Score -436745.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -437011.156250 Penalty: 2858.121094
	Iteration 11Q: 3 clusters Score -437011.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -437198.000000 Penalty: 2858.121094
	Iteration 12Q: 3 clusters Score -437198 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -437344.937500 Penalty: 2858.121094
	Iteration 13Q: 3 clusters Score -437344.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -437438.406250 Penalty: 2858.121094
	Iteration 14Q: 3 clusters Score -437438.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -437521.531250 Penalty: 2858.121094
	Iteration 15Q: 3 clusters Score -437521.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -437581.500000 Penalty: 2858.121094
	Iteration 16Q: 3 clusters Score -437581.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -437617.656250 Penalty: 2858.121094
	Iteration 17Q: 3 clusters Score -437617.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -437632.468750 Penalty: 2858.121094
	Iteration 18Q: 3 clusters Score -437632.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -437637.187500 Penalty: 2858.121094
	Iteration 19Q: 3 clusters Score -437637.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -437640.093750 Penalty: 2858.121094
	Iteration 20F: 3 clusters Score -437640.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -437641.281250 Penalty: 2858.121094
	Iteration 21Q: 3 clusters Score -437641.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -437640.468750 Penalty: 2858.121094
	Iteration 22Q: 3 clusters Score -437640.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -437640.468750 Penalty: 2858.121094
	Iteration 23F: 3 clusters Score -437640.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (91896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91896 members 
Entering Unmasked Estep 
Score: -5628845.000000 Penalty: 1857.117065
	Iteration 0F: 2 clusters Score -5628845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -5567331.000000 Penalty: 3714.234131
	Iteration 0F: 3 clusters Score -5567331 nChanged 43888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -5592611.500000 Penalty: 3714.234131
	Iteration 1F: 3 clusters Score -5592612 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -5593483.500000 Penalty: 3714.234131
	Iteration 2Q: 3 clusters Score -5593484 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 51130 members 
Entering Unmasked Estep 
Score: -5594524.000000 Penalty: 3714.234131
	Iteration 3Q: 3 clusters Score -5594524 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -5595996.500000 Penalty: 3714.234131
	Iteration 4Q: 3 clusters Score -5595996 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 58185 members 
Entering Unmasked Estep 
Score: -5598372.000000 Penalty: 3714.234131
	Iteration 5F: 3 clusters Score -5598372 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 63703 members 
Entering Unmasked Estep 
Score: -5601904.000000 Penalty: 3714.234131
	Iteration 6F: 3 clusters Score -5601904 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 70491 members 
Entering Unmasked Estep 
Score: -5607225.500000 Penalty: 3714.234131
	Iteration 7F: 3 clusters Score -5607226 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 77726 members 
Entering Unmasked Estep 
Score: -5613614.000000 Penalty: 3714.234131
	Iteration 8F: 3 clusters Score -5613614 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 84094 members 
Entering Unmasked Estep 
Score: -5619762.500000 Penalty: 3714.234131
	Iteration 9F: 3 clusters Score -5619762 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 88199 members 
Entering Unmasked Estep 
Score: -5623803.000000 Penalty: 3714.234131
	Iteration 10Q: 3 clusters Score -5623803 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 90326 members 
Entering Unmasked Estep 
Score: -5625835.000000 Penalty: 3714.234131
	Iteration 11Q: 3 clusters Score -5625835 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 91190 members 
Entering Unmasked Estep 
Score: -5626619.000000 Penalty: 3714.234131
	Iteration 12Q: 3 clusters Score -5626619 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 91510 members 
Entering Unmasked Estep 
Score: -5626945.500000 Penalty: 3714.234131
	Iteration 13Q: 3 clusters Score -5626946 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 91611 members 
Entering Unmasked Estep 
Score: -5627070.500000 Penalty: 3714.234131
	Iteration 14Q: 3 clusters Score -5627070 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 91653 members 
Entering Unmasked Estep 
Score: -5627127.500000 Penalty: 3714.234131
	Iteration 15Q: 3 clusters Score -5627128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 91675 members 
Entering Unmasked Estep 
Score: -5627156.000000 Penalty: 3714.234131
	Iteration 16Q: 3 clusters Score -5627156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 91685 members 
Entering Unmasked Estep 
Score: -5627173.500000 Penalty: 3714.234131
	Iteration 17Q: 3 clusters Score -5627174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 91692 members 
Entering Unmasked Estep 
Score: -5627189.000000 Penalty: 3714.234131
	Iteration 18Q: 3 clusters Score -5627189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 91695 members 
Entering Unmasked Estep 
Score: -5627203.500000 Penalty: 3714.234131
	Iteration 19Q: 3 clusters Score -5627204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 91699 members 
Entering Unmasked Estep 
Score: -5627214.000000 Penalty: 3714.234131
	Iteration 20F: 3 clusters Score -5627214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 91704 members 
Entering Unmasked Estep 
Score: -5627228.000000 Penalty: 3714.234131
	Iteration 21Q: 3 clusters Score -5627228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 91705 members 
Entering Unmasked Estep 
Score: -5627234.000000 Penalty: 3714.234131
	Iteration 22Q: 3 clusters Score -5627234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 91708 members 
Entering Unmasked Estep 
Score: -5627242.500000 Penalty: 3714.234131
	Iteration 23Q: 3 clusters Score -5627242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 91709 members 
Entering Unmasked Estep 
Score: -5627245.500000 Penalty: 3714.234131
	Iteration 24Q: 3 clusters Score -5627246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 91712 members 
Entering Unmasked Estep 
Score: -5627248.000000 Penalty: 3714.234131
	Iteration 25Q: 3 clusters Score -5627248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 91710 members 
Entering Unmasked Estep 
Score: -5627249.500000 Penalty: 3714.234131
	Iteration 26Q: 3 clusters Score -5627250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 91710 members 
Entering Unmasked Estep 
Score: -5627249.500000 Penalty: 3714.234131
	Iteration 27F: 3 clusters Score -5627250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Entering Unmasked Estep 
Score: -1405851.125000 Penalty: 1628.860352
	Iteration 0F: 2 clusters Score -1405851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1390512.625000 Penalty: 3257.720703
	Iteration 0F: 3 clusters Score -1390513 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1396191.125000 Penalty: 3257.720703
	Iteration 1F: 3 clusters Score -1396191 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1396481.875000 Penalty: 3257.720703
	Iteration 2Q: 3 clusters Score -1396482 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1396734.875000 Penalty: 3257.720703
	Iteration 3Q: 3 clusters Score -1396735 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1396972.125000 Penalty: 3257.720703
	Iteration 4Q: 3 clusters Score -1396972 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1397177.625000 Penalty: 3257.720703
	Iteration 5Q: 3 clusters Score -1397178 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1397378.875000 Penalty: 3257.720703
	Iteration 6Q: 3 clusters Score -1397379 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1397611.625000 Penalty: 3257.720703
	Iteration 7Q: 3 clusters Score -1397612 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1397905.375000 Penalty: 3257.720703
	Iteration 8Q: 3 clusters Score -1397905 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1398317.250000 Penalty: 3257.720703
	Iteration 9Q: 3 clusters Score -1398317 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1398869.875000 Penalty: 3257.720703
	Iteration 10Q: 3 clusters Score -1398870 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1399534.375000 Penalty: 3257.720703
	Iteration 11Q: 3 clusters Score -1399534 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1400187.750000 Penalty: 3257.720703
	Iteration 12Q: 3 clusters Score -1400188 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -1400754.500000 Penalty: 3257.720703
	Iteration 13Q: 3 clusters Score -1400754 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1401152.125000 Penalty: 3257.720703
	Iteration 14Q: 3 clusters Score -1401152 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1401437.000000 Penalty: 3257.720703
	Iteration 15Q: 3 clusters Score -1401437 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -1401679.125000 Penalty: 3257.720703
	Iteration 16Q: 3 clusters Score -1401679 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1401896.250000 Penalty: 3257.720703
	Iteration 17Q: 3 clusters Score -1401896 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1402108.125000 Penalty: 3257.720703
	Iteration 18Q: 3 clusters Score -1402108 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1402341.250000 Penalty: 3257.720703
	Iteration 19Q: 3 clusters Score -1402341 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -1402529.375000 Penalty: 3257.720703
	Iteration 20F: 3 clusters Score -1402529 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -1402693.750000 Penalty: 3257.720703
	Iteration 21Q: 3 clusters Score -1402694 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -1402847.875000 Penalty: 3257.720703
	Iteration 22Q: 3 clusters Score -1402848 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -1402997.625000 Penalty: 3257.720703
	Iteration 23Q: 3 clusters Score -1402998 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -1403140.875000 Penalty: 3257.720703
	Iteration 24Q: 3 clusters Score -1403141 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -1403284.625000 Penalty: 3257.720703
	Iteration 25Q: 3 clusters Score -1403285 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -1403447.375000 Penalty: 3257.720703
	Iteration 26Q: 3 clusters Score -1403447 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -1403562.625000 Penalty: 3257.720703
	Iteration 27Q: 3 clusters Score -1403563 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -1403670.250000 Penalty: 3257.720703
	Iteration 28Q: 3 clusters Score -1403670 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -1403744.750000 Penalty: 3257.720703
	Iteration 29Q: 3 clusters Score -1403745 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -1403805.375000 Penalty: 3257.720703
	Iteration 30Q: 3 clusters Score -1403805 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -1403867.375000 Penalty: 3257.720703
	Iteration 31Q: 3 clusters Score -1403867 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -1403930.125000 Penalty: 3257.720703
	Iteration 32Q: 3 clusters Score -1403930 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -1403986.500000 Penalty: 3257.720703
	Iteration 33Q: 3 clusters Score -1403986 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -1404040.750000 Penalty: 3257.720703
	Iteration 34Q: 3 clusters Score -1404041 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -1404084.750000 Penalty: 3257.720703
	Iteration 35Q: 3 clusters Score -1404085 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -1404122.500000 Penalty: 3257.720703
	Iteration 36Q: 3 clusters Score -1404122 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -1404161.125000 Penalty: 3257.720703
	Iteration 37Q: 3 clusters Score -1404161 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -1404192.250000 Penalty: 3257.720703
	Iteration 38Q: 3 clusters Score -1404192 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -1404235.875000 Penalty: 3257.720703
	Iteration 39Q: 3 clusters Score -1404236 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -1404279.375000 Penalty: 3257.720703
	Iteration 40F: 3 clusters Score -1404279 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -1404325.125000 Penalty: 3257.720703
	Iteration 41Q: 3 clusters Score -1404325 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -1404361.500000 Penalty: 3257.720703
	Iteration 42Q: 3 clusters Score -1404362 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -1404398.625000 Penalty: 3257.720703
	Iteration 43Q: 3 clusters Score -1404399 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -1404422.000000 Penalty: 3257.720703
	Iteration 44Q: 3 clusters Score -1404422 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -1404459.375000 Penalty: 3257.720703
	Iteration 45Q: 3 clusters Score -1404459 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -1404489.500000 Penalty: 3257.720703
	Iteration 46Q: 3 clusters Score -1404490 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -1404512.500000 Penalty: 3257.720703
	Iteration 47Q: 3 clusters Score -1404512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -1404524.750000 Penalty: 3257.720703
	Iteration 48Q: 3 clusters Score -1404525 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -1404538.375000 Penalty: 3257.720703
	Iteration 49Q: 3 clusters Score -1404538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -1404544.000000 Penalty: 3257.720703
	Iteration 50Q: 3 clusters Score -1404544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -1404551.000000 Penalty: 3257.720703
	Iteration 51Q: 3 clusters Score -1404551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -1404556.500000 Penalty: 3257.720703
	Iteration 52Q: 3 clusters Score -1404556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -1404560.500000 Penalty: 3257.720703
	Iteration 53Q: 3 clusters Score -1404560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -1404564.625000 Penalty: 3257.720703
	Iteration 54Q: 3 clusters Score -1404565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -1404568.375000 Penalty: 3257.720703
	Iteration 55Q: 3 clusters Score -1404568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -1404569.500000 Penalty: 3257.720703
	Iteration 56Q: 3 clusters Score -1404570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -1404571.125000 Penalty: 3257.720703
	Iteration 57Q: 3 clusters Score -1404571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -1404577.000000 Penalty: 3257.720703
	Iteration 58Q: 3 clusters Score -1404577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -1404584.000000 Penalty: 3257.720703
	Iteration 59Q: 3 clusters Score -1404584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -1404586.125000 Penalty: 3257.720703
	Iteration 60F: 3 clusters Score -1404586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -1404586.625000 Penalty: 3257.720703
	Iteration 61Q: 3 clusters Score -1404587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -1404587.375000 Penalty: 3257.720703
	Iteration 62Q: 3 clusters Score -1404587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -1404589.500000 Penalty: 3257.720703
	Iteration 63Q: 3 clusters Score -1404590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -1404595.250000 Penalty: 3257.720703
	Iteration 64Q: 3 clusters Score -1404595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -1404595.375000 Penalty: 3257.720703
	Iteration 65Q: 3 clusters Score -1404595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -1404597.125000 Penalty: 3257.720703
	Iteration 66Q: 3 clusters Score -1404597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -1404597.750000 Penalty: 3257.720703
	Iteration 67Q: 3 clusters Score -1404598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -1404597.875000 Penalty: 3257.720703
	Iteration 68Q: 3 clusters Score -1404598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -1404597.125000 Penalty: 3257.720703
	Iteration 69Q: 3 clusters Score -1404597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -1404597.625000 Penalty: 3257.720703
	Iteration 70Q: 3 clusters Score -1404598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -1404597.500000 Penalty: 3257.720703
	Iteration 71Q: 3 clusters Score -1404598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -1404597.750000 Penalty: 3257.720703
	Iteration 72Q: 3 clusters Score -1404598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -1404599.125000 Penalty: 3257.720703
	Iteration 73Q: 3 clusters Score -1404599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -1404600.500000 Penalty: 3257.720703
	Iteration 74Q: 3 clusters Score -1404600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -1404600.625000 Penalty: 3257.720703
	Iteration 75Q: 3 clusters Score -1404601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -1404601.375000 Penalty: 3257.720703
	Iteration 76Q: 3 clusters Score -1404601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -1404601.375000 Penalty: 3257.720703
	Iteration 77F: 3 clusters Score -1404601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -7558.670898 Penalty: 823.696960
	Iteration 0F: 2 clusters Score -7558.671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6862.469727 Penalty: 1647.393921
	Iteration 0F: 3 clusters Score -6862.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6921.654297 Penalty: 1647.393921
	Iteration 1F: 3 clusters Score -6921.654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6936.725098 Penalty: 1647.393921
	Iteration 2Q: 3 clusters Score -6936.725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6954.402344 Penalty: 1647.393921
	Iteration 3Q: 3 clusters Score -6954.402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6960.524414 Penalty: 1647.393921
	Iteration 4Q: 3 clusters Score -6960.524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6963.342773 Penalty: 1647.393921
	Iteration 5Q: 3 clusters Score -6963.343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6963.342773 Penalty: 1647.393921
	Iteration 6F: 3 clusters Score -6963.343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Entering Unmasked Estep 
Score: -2772924.250000 Penalty: 1741.255249
	Iteration 0F: 2 clusters Score -2772924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -2742931.000000 Penalty: 3482.510498
	Iteration 0F: 3 clusters Score -2742931 nChanged 20910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -2754753.250000 Penalty: 3482.510498
	Iteration 1F: 3 clusters Score -2754753 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -2755430.250000 Penalty: 3482.510498
	Iteration 2Q: 3 clusters Score -2755430 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -2756255.500000 Penalty: 3482.510498
	Iteration 3Q: 3 clusters Score -2756256 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -2757278.750000 Penalty: 3482.510498
	Iteration 4Q: 3 clusters Score -2757279 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -2758462.250000 Penalty: 3482.510498
	Iteration 5F: 3 clusters Score -2758462 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -2759884.250000 Penalty: 3482.510498
	Iteration 6F: 3 clusters Score -2759884 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -2761319.500000 Penalty: 3482.510498
	Iteration 7F: 3 clusters Score -2761320 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -2762760.250000 Penalty: 3482.510498
	Iteration 8F: 3 clusters Score -2762760 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -2764146.000000 Penalty: 3482.510498
	Iteration 9F: 3 clusters Score -2764146 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -2765205.000000 Penalty: 3482.510498
	Iteration 10Q: 3 clusters Score -2765205 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -2765842.250000 Penalty: 3482.510498
	Iteration 11Q: 3 clusters Score -2765842 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -2766224.000000 Penalty: 3482.510498
	Iteration 12Q: 3 clusters Score -2766224 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -2766538.500000 Penalty: 3482.510498
	Iteration 13Q: 3 clusters Score -2766538 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2766776.750000 Penalty: 3482.510498
	Iteration 14Q: 3 clusters Score -2766777 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2767007.750000 Penalty: 3482.510498
	Iteration 15Q: 3 clusters Score -2767008 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2767212.500000 Penalty: 3482.510498
	Iteration 16Q: 3 clusters Score -2767212 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2767461.750000 Penalty: 3482.510498
	Iteration 17Q: 3 clusters Score -2767462 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2767701.250000 Penalty: 3482.510498
	Iteration 18Q: 3 clusters Score -2767701 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2767940.000000 Penalty: 3482.510498
	Iteration 19Q: 3 clusters Score -2767940 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2768191.500000 Penalty: 3482.510498
	Iteration 20F: 3 clusters Score -2768192 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2768468.000000 Penalty: 3482.510498
	Iteration 21Q: 3 clusters Score -2768468 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2768771.750000 Penalty: 3482.510498
	Iteration 22Q: 3 clusters Score -2768772 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2769065.250000 Penalty: 3482.510498
	Iteration 23Q: 3 clusters Score -2769065 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2769389.500000 Penalty: 3482.510498
	Iteration 24Q: 3 clusters Score -2769390 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2769695.750000 Penalty: 3482.510498
	Iteration 25Q: 3 clusters Score -2769696 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2769937.500000 Penalty: 3482.510498
	Iteration 26Q: 3 clusters Score -2769938 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2770152.000000 Penalty: 3482.510498
	Iteration 27Q: 3 clusters Score -2770152 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2770299.250000 Penalty: 3482.510498
	Iteration 28Q: 3 clusters Score -2770299 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2770446.000000 Penalty: 3482.510498
	Iteration 29Q: 3 clusters Score -2770446 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2770553.500000 Penalty: 3482.510498
	Iteration 30Q: 3 clusters Score -2770554 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2770660.500000 Penalty: 3482.510498
	Iteration 31Q: 3 clusters Score -2770660 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2770746.500000 Penalty: 3482.510498
	Iteration 32Q: 3 clusters Score -2770746 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2770838.500000 Penalty: 3482.510498
	Iteration 33Q: 3 clusters Score -2770838 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2770906.250000 Penalty: 3482.510498
	Iteration 34Q: 3 clusters Score -2770906 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2770960.000000 Penalty: 3482.510498
	Iteration 35Q: 3 clusters Score -2770960 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2771016.000000 Penalty: 3482.510498
	Iteration 36Q: 3 clusters Score -2771016 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -2771077.500000 Penalty: 3482.510498
	Iteration 37Q: 3 clusters Score -2771078 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2771122.750000 Penalty: 3482.510498
	Iteration 38Q: 3 clusters Score -2771123 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2771175.750000 Penalty: 3482.510498
	Iteration 39Q: 3 clusters Score -2771176 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2771236.250000 Penalty: 3482.510498
	Iteration 40F: 3 clusters Score -2771236 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2771309.500000 Penalty: 3482.510498
	Iteration 41Q: 3 clusters Score -2771310 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2771357.500000 Penalty: 3482.510498
	Iteration 42Q: 3 clusters Score -2771358 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2771410.500000 Penalty: 3482.510498
	Iteration 43Q: 3 clusters Score -2771410 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2771469.750000 Penalty: 3482.510498
	Iteration 44Q: 3 clusters Score -2771470 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -2771543.750000 Penalty: 3482.510498
	Iteration 45Q: 3 clusters Score -2771544 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2771610.750000 Penalty: 3482.510498
	Iteration 46Q: 3 clusters Score -2771611 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2771655.750000 Penalty: 3482.510498
	Iteration 47Q: 3 clusters Score -2771656 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2771709.500000 Penalty: 3482.510498
	Iteration 48Q: 3 clusters Score -2771710 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2771777.500000 Penalty: 3482.510498
	Iteration 49Q: 3 clusters Score -2771778 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2771822.000000 Penalty: 3482.510498
	Iteration 50Q: 3 clusters Score -2771822 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2771857.750000 Penalty: 3482.510498
	Iteration 51Q: 3 clusters Score -2771858 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2771895.500000 Penalty: 3482.510498
	Iteration 52Q: 3 clusters Score -2771896 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2771917.250000 Penalty: 3482.510498
	Iteration 53Q: 3 clusters Score -2771917 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2771921.000000 Penalty: 3482.510498
	Iteration 54Q: 3 clusters Score -2771921 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2771930.500000 Penalty: 3482.510498
	Iteration 55Q: 3 clusters Score -2771930 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2771943.000000 Penalty: 3482.510498
	Iteration 56Q: 3 clusters Score -2771943 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2771950.500000 Penalty: 3482.510498
	Iteration 57Q: 3 clusters Score -2771950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2771967.250000 Penalty: 3482.510498
	Iteration 58Q: 3 clusters Score -2771967 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2771986.750000 Penalty: 3482.510498
	Iteration 59Q: 3 clusters Score -2771987 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2771994.750000 Penalty: 3482.510498
	Iteration 60F: 3 clusters Score -2771995 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2772015.250000 Penalty: 3482.510498
	Iteration 61Q: 3 clusters Score -2772015 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2772026.750000 Penalty: 3482.510498
	Iteration 62Q: 3 clusters Score -2772027 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2772034.250000 Penalty: 3482.510498
	Iteration 63Q: 3 clusters Score -2772034 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2772046.750000 Penalty: 3482.510498
	Iteration 64Q: 3 clusters Score -2772047 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2772056.250000 Penalty: 3482.510498
	Iteration 65Q: 3 clusters Score -2772056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2772056.750000 Penalty: 3482.510498
	Iteration 66Q: 3 clusters Score -2772057 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2772065.000000 Penalty: 3482.510498
	Iteration 67Q: 3 clusters Score -2772065 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2772074.250000 Penalty: 3482.510498
	Iteration 68Q: 3 clusters Score -2772074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2772066.000000 Penalty: 3482.510498
	Iteration 69Q: 3 clusters Score -2772066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2772076.750000 Penalty: 3482.510498
	Iteration 70Q: 3 clusters Score -2772077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2772077.750000 Penalty: 3482.510498
	Iteration 71Q: 3 clusters Score -2772078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2772078.000000 Penalty: 3482.510498
	Iteration 72Q: 3 clusters Score -2772078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2772080.500000 Penalty: 3482.510498
	Iteration 73Q: 3 clusters Score -2772080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2772081.500000 Penalty: 3482.510498
	Iteration 74Q: 3 clusters Score -2772082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2772080.750000 Penalty: 3482.510498
	Iteration 75Q: 3 clusters Score -2772081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2772080.750000 Penalty: 3482.510498
	Iteration 76Q: 3 clusters Score -2772081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2772083.000000 Penalty: 3482.510498
	Iteration 77Q: 3 clusters Score -2772083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2772084.500000 Penalty: 3482.510498
	Iteration 78Q: 3 clusters Score -2772084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2772086.750000 Penalty: 3482.510498
	Iteration 79Q: 3 clusters Score -2772087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2772088.750000 Penalty: 3482.510498
	Iteration 80F: 3 clusters Score -2772089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2772088.250000 Penalty: 3482.510498
	Iteration 81Q: 3 clusters Score -2772088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2772090.250000 Penalty: 3482.510498
	Iteration 82Q: 3 clusters Score -2772090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2772088.500000 Penalty: 3482.510498
	Iteration 83Q: 3 clusters Score -2772088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2772090.250000 Penalty: 3482.510498
	Iteration 84Q: 3 clusters Score -2772090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2772089.500000 Penalty: 3482.510498
	Iteration 85Q: 3 clusters Score -2772090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2772089.500000 Penalty: 3482.510498
	Iteration 86F: 3 clusters Score -2772090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Entering Unmasked Estep 
Score: -802795.375000 Penalty: 1543.668213
	Iteration 0F: 2 clusters Score -802795.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -793515.375000 Penalty: 3087.336426
	Iteration 0F: 3 clusters Score -793515.4 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -796753.500000 Penalty: 3087.336426
	Iteration 1F: 3 clusters Score -796753.5 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -797096.125000 Penalty: 3087.336426
	Iteration 2F: 3 clusters Score -797096.1 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -797423.187500 Penalty: 3087.336426
	Iteration 3F: 3 clusters Score -797423.2 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -797752.500000 Penalty: 3087.336426
	Iteration 4F: 3 clusters Score -797752.5 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -798115.437500 Penalty: 3087.336426
	Iteration 5F: 3 clusters Score -798115.4 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -798505.375000 Penalty: 3087.336426
	Iteration 6F: 3 clusters Score -798505.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -798918.000000 Penalty: 3087.336426
	Iteration 7F: 3 clusters Score -798918 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -799356.500000 Penalty: 3087.336426
	Iteration 8F: 3 clusters Score -799356.5 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -799795.375000 Penalty: 3087.336426
	Iteration 9Q: 3 clusters Score -799795.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -800207.562500 Penalty: 3087.336426
	Iteration 10Q: 3 clusters Score -800207.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -800569.000000 Penalty: 3087.336426
	Iteration 11Q: 3 clusters Score -800569 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -800893.625000 Penalty: 3087.336426
	Iteration 12Q: 3 clusters Score -800893.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -801163.750000 Penalty: 3087.336426
	Iteration 13Q: 3 clusters Score -801163.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -801364.312500 Penalty: 3087.336426
	Iteration 14Q: 3 clusters Score -801364.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -801489.312500 Penalty: 3087.336426
	Iteration 15Q: 3 clusters Score -801489.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -801576.375000 Penalty: 3087.336426
	Iteration 16Q: 3 clusters Score -801576.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -801637.437500 Penalty: 3087.336426
	Iteration 17Q: 3 clusters Score -801637.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -801686.750000 Penalty: 3087.336426
	Iteration 18Q: 3 clusters Score -801686.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -801724.375000 Penalty: 3087.336426
	Iteration 19Q: 3 clusters Score -801724.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -801749.812500 Penalty: 3087.336426
	Iteration 20F: 3 clusters Score -801749.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -801767.562500 Penalty: 3087.336426
	Iteration 21Q: 3 clusters Score -801767.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -801773.937500 Penalty: 3087.336426
	Iteration 22Q: 3 clusters Score -801773.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -801780.875000 Penalty: 3087.336426
	Iteration 23Q: 3 clusters Score -801780.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -801782.500000 Penalty: 3087.336426
	Iteration 24Q: 3 clusters Score -801782.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -801784.625000 Penalty: 3087.336426
	Iteration 25Q: 3 clusters Score -801784.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -801788.187500 Penalty: 3087.336426
	Iteration 26Q: 3 clusters Score -801788.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -801789.375000 Penalty: 3087.336426
	Iteration 27Q: 3 clusters Score -801789.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -801789.312500 Penalty: 3087.336426
	Iteration 28Q: 3 clusters Score -801789.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -801789.437500 Penalty: 3087.336426
	Iteration 29Q: 3 clusters Score -801789.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -801789.437500 Penalty: 3087.336426
	Iteration 30F: 3 clusters Score -801789.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Entering Unmasked Estep 
Score: -513558.843750 Penalty: 1474.087524
	Iteration 0F: 2 clusters Score -513558.8 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 4353 members 
Entering Unmasked Estep 
Score: -507281.000000 Penalty: 2948.175049
	Iteration 0F: 3 clusters Score -507281 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -509287.906250 Penalty: 2948.175049
	Iteration 1F: 3 clusters Score -509287.9 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -509562.562500 Penalty: 2948.175049
	Iteration 2F: 3 clusters Score -509562.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -509818.125000 Penalty: 2948.175049
	Iteration 3F: 3 clusters Score -509818.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -510076.500000 Penalty: 2948.175049
	Iteration 4Q: 3 clusters Score -510076.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -510379.312500 Penalty: 2948.175049
	Iteration 5Q: 3 clusters Score -510379.3 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -510714.468750 Penalty: 2948.175049
	Iteration 6F: 3 clusters Score -510714.5 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -511116.093750 Penalty: 2948.175049
	Iteration 7F: 3 clusters Score -511116.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -511511.218750 Penalty: 2948.175049
	Iteration 8F: 3 clusters Score -511511.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -511846.562500 Penalty: 2948.175049
	Iteration 9F: 3 clusters Score -511846.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -512101.031250 Penalty: 2948.175049
	Iteration 10Q: 3 clusters Score -512101 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -512266.281250 Penalty: 2948.175049
	Iteration 11Q: 3 clusters Score -512266.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -512418.312500 Penalty: 2948.175049
	Iteration 12Q: 3 clusters Score -512418.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -512540.500000 Penalty: 2948.175049
	Iteration 13Q: 3 clusters Score -512540.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -512670.812500 Penalty: 2948.175049
	Iteration 14Q: 3 clusters Score -512670.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -512774.906250 Penalty: 2948.175049
	Iteration 15Q: 3 clusters Score -512774.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -512867.156250 Penalty: 2948.175049
	Iteration 16Q: 3 clusters Score -512867.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -512940.625000 Penalty: 2948.175049
	Iteration 17Q: 3 clusters Score -512940.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -512991.031250 Penalty: 2948.175049
	Iteration 18Q: 3 clusters Score -512991 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -513040.093750 Penalty: 2948.175049
	Iteration 19Q: 3 clusters Score -513040.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -513078.718750 Penalty: 2948.175049
	Iteration 20F: 3 clusters Score -513078.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -513115.031250 Penalty: 2948.175049
	Iteration 21Q: 3 clusters Score -513115 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -513166.718750 Penalty: 2948.175049
	Iteration 22Q: 3 clusters Score -513166.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -513215.468750 Penalty: 2948.175049
	Iteration 23Q: 3 clusters Score -513215.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -513259.687500 Penalty: 2948.175049
	Iteration 24Q: 3 clusters Score -513259.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -513282.062500 Penalty: 2948.175049
	Iteration 25Q: 3 clusters Score -513282.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -513301.875000 Penalty: 2948.175049
	Iteration 26Q: 3 clusters Score -513301.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -513319.468750 Penalty: 2948.175049
	Iteration 27Q: 3 clusters Score -513319.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -513329.656250 Penalty: 2948.175049
	Iteration 28Q: 3 clusters Score -513329.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -513338.437500 Penalty: 2948.175049
	Iteration 29Q: 3 clusters Score -513338.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -513341.593750 Penalty: 2948.175049
	Iteration 30Q: 3 clusters Score -513341.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -513345.187500 Penalty: 2948.175049
	Iteration 31Q: 3 clusters Score -513345.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -513351.843750 Penalty: 2948.175049
	Iteration 32Q: 3 clusters Score -513351.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -513355.750000 Penalty: 2948.175049
	Iteration 33Q: 3 clusters Score -513355.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -513356.312500 Penalty: 2948.175049
	Iteration 34Q: 3 clusters Score -513356.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -513356.187500 Penalty: 2948.175049
	Iteration 35Q: 3 clusters Score -513356.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -513357.906250 Penalty: 2948.175049
	Iteration 36Q: 3 clusters Score -513357.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -513357.906250 Penalty: 2948.175049
	Iteration 37F: 3 clusters Score -513357.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Entering Unmasked Estep 
Score: -624003.875000 Penalty: 1503.100464
	Iteration 0F: 2 clusters Score -624003.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -616641.875000 Penalty: 3006.200928
	Iteration 0F: 3 clusters Score -616641.9 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -619044.875000 Penalty: 3006.200928
	Iteration 1F: 3 clusters Score -619044.9 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -619409.062500 Penalty: 3006.200928
	Iteration 2F: 3 clusters Score -619409.1 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -619786.687500 Penalty: 3006.200928
	Iteration 3F: 3 clusters Score -619786.7 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -620227.375000 Penalty: 3006.200928
	Iteration 4F: 3 clusters Score -620227.4 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -620744.375000 Penalty: 3006.200928
	Iteration 5F: 3 clusters Score -620744.4 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -621210.562500 Penalty: 3006.200928
	Iteration 6F: 3 clusters Score -621210.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -621547.000000 Penalty: 3006.200928
	Iteration 7Q: 3 clusters Score -621547 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -621799.437500 Penalty: 3006.200928
	Iteration 8Q: 3 clusters Score -621799.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -622000.812500 Penalty: 3006.200928
	Iteration 9Q: 3 clusters Score -622000.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -622127.687500 Penalty: 3006.200928
	Iteration 10Q: 3 clusters Score -622127.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -622203.437500 Penalty: 3006.200928
	Iteration 11Q: 3 clusters Score -622203.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -622252.500000 Penalty: 3006.200928
	Iteration 12Q: 3 clusters Score -622252.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -622297.625000 Penalty: 3006.200928
	Iteration 13Q: 3 clusters Score -622297.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -622327.875000 Penalty: 3006.200928
	Iteration 14Q: 3 clusters Score -622327.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -622361.062500 Penalty: 3006.200928
	Iteration 15Q: 3 clusters Score -622361.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -622393.750000 Penalty: 3006.200928
	Iteration 16Q: 3 clusters Score -622393.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -622429.625000 Penalty: 3006.200928
	Iteration 17Q: 3 clusters Score -622429.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -622463.500000 Penalty: 3006.200928
	Iteration 18Q: 3 clusters Score -622463.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -622493.312500 Penalty: 3006.200928
	Iteration 19Q: 3 clusters Score -622493.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -622517.875000 Penalty: 3006.200928
	Iteration 20F: 3 clusters Score -622517.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -622540.937500 Penalty: 3006.200928
	Iteration 21Q: 3 clusters Score -622540.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -622572.312500 Penalty: 3006.200928
	Iteration 22Q: 3 clusters Score -622572.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -622619.562500 Penalty: 3006.200928
	Iteration 23Q: 3 clusters Score -622619.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -622680.437500 Penalty: 3006.200928
	Iteration 24Q: 3 clusters Score -622680.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -622728.500000 Penalty: 3006.200928
	Iteration 25Q: 3 clusters Score -622728.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -622788.687500 Penalty: 3006.200928
	Iteration 26Q: 3 clusters Score -622788.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -622848.000000 Penalty: 3006.200928
	Iteration 27Q: 3 clusters Score -622848 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -622920.187500 Penalty: 3006.200928
	Iteration 28Q: 3 clusters Score -622920.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -623001.375000 Penalty: 3006.200928
	Iteration 29Q: 3 clusters Score -623001.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -623079.125000 Penalty: 3006.200928
	Iteration 30Q: 3 clusters Score -623079.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -623140.250000 Penalty: 3006.200928
	Iteration 31Q: 3 clusters Score -623140.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -623178.750000 Penalty: 3006.200928
	Iteration 32Q: 3 clusters Score -623178.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -623214.250000 Penalty: 3006.200928
	Iteration 33Q: 3 clusters Score -623214.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -623245.562500 Penalty: 3006.200928
	Iteration 34Q: 3 clusters Score -623245.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -623263.000000 Penalty: 3006.200928
	Iteration 35Q: 3 clusters Score -623263 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -623273.125000 Penalty: 3006.200928
	Iteration 36Q: 3 clusters Score -623273.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -623282.687500 Penalty: 3006.200928
	Iteration 37Q: 3 clusters Score -623282.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -623287.187500 Penalty: 3006.200928
	Iteration 38Q: 3 clusters Score -623287.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -623290.375000 Penalty: 3006.200928
	Iteration 39Q: 3 clusters Score -623290.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -623289.500000 Penalty: 3006.200928
	Iteration 40F: 3 clusters Score -623289.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -623292.500000 Penalty: 3006.200928
	Iteration 41Q: 3 clusters Score -623292.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -623292.187500 Penalty: 3006.200928
	Iteration 42Q: 3 clusters Score -623292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -623292.250000 Penalty: 3006.200928
	Iteration 43Q: 3 clusters Score -623292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -623291.875000 Penalty: 3006.200928
	Iteration 44Q: 3 clusters Score -623291.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -623292.750000 Penalty: 3006.200928
	Iteration 45Q: 3 clusters Score -623292.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -623292.562500 Penalty: 3006.200928
	Iteration 46Q: 3 clusters Score -623292.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -623294.687500 Penalty: 3006.200928
	Iteration 47Q: 3 clusters Score -623294.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -623294.437500 Penalty: 3006.200928
	Iteration 48Q: 3 clusters Score -623294.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -623294.625000 Penalty: 3006.200928
	Iteration 49Q: 3 clusters Score -623294.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -623294.812500 Penalty: 3006.200928
	Iteration 50Q: 3 clusters Score -623294.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -623295.437500 Penalty: 3006.200928
	Iteration 51Q: 3 clusters Score -623295.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -623295.437500 Penalty: 3006.200928
	Iteration 52F: 3 clusters Score -623295.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Entering Unmasked Estep 
Score: -266924.281250 Penalty: 1371.515625
	Iteration 0F: 2 clusters Score -266924.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -263164.531250 Penalty: 2743.031250
	Iteration 0F: 3 clusters Score -263164.5 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -264163.218750 Penalty: 2743.031250
	Iteration 1F: 3 clusters Score -264163.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -264424.718750 Penalty: 2743.031250
	Iteration 2F: 3 clusters Score -264424.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -264668.875000 Penalty: 2743.031250
	Iteration 3F: 3 clusters Score -264668.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -264934.500000 Penalty: 2743.031250
	Iteration 4F: 3 clusters Score -264934.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -265268.250000 Penalty: 2743.031250
	Iteration 5F: 3 clusters Score -265268.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -265645.593750 Penalty: 2743.031250
	Iteration 6F: 3 clusters Score -265645.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -266036.937500 Penalty: 2743.031250
	Iteration 7F: 3 clusters Score -266036.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -266379.375000 Penalty: 2743.031250
	Iteration 8F: 3 clusters Score -266379.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -266693.343750 Penalty: 2743.031250
	Iteration 9F: 3 clusters Score -266693.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -267028.781250 Penalty: 2743.031250
	Iteration 10Q: 3 clusters Score -267028.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -267297.750000 Penalty: 2743.031250
	Iteration 11Q: 3 clusters Score -267297.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -267453.718750 Penalty: 2743.031250
	Iteration 12Q: 3 clusters Score -267453.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -267550.250000 Penalty: 2743.031250
	Iteration 13Q: 3 clusters Score -267550.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -267626.781250 Penalty: 2743.031250
	Iteration 14Q: 3 clusters Score -267626.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -267707.343750 Penalty: 2743.031250
	Iteration 15Q: 3 clusters Score -267707.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -267776.125000 Penalty: 2743.031250
	Iteration 16Q: 3 clusters Score -267776.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -267809.531250 Penalty: 2743.031250
	Iteration 17Q: 3 clusters Score -267809.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -267827.562500 Penalty: 2743.031250
	Iteration 18Q: 3 clusters Score -267827.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -267837.625000 Penalty: 2743.031250
	Iteration 19Q: 3 clusters Score -267837.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -267842.843750 Penalty: 2743.031250
	Iteration 20F: 3 clusters Score -267842.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -267845.750000 Penalty: 2743.031250
	Iteration 21Q: 3 clusters Score -267845.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -267849.375000 Penalty: 2743.031250
	Iteration 22Q: 3 clusters Score -267849.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -267851.093750 Penalty: 2743.031250
	Iteration 23Q: 3 clusters Score -267851.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -267852.281250 Penalty: 2743.031250
	Iteration 24Q: 3 clusters Score -267852.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -267852.281250 Penalty: 2743.031250
	Iteration 25F: 3 clusters Score -267852.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 11448 members 
Mstep: Class 3 contains 6606 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 5 contains 78440 members 
Mstep: Class 6 contains 6596 members 
Mstep: Class 7 contains 91896 members 
Mstep: Class 8 contains 22556 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45045 members 
Mstep: Class 11 contains 13353 members 
Mstep: Class 12 contains 8702 members 
Mstep: Class 13 contains 10403 members 
Mstep: Class 14 contains 3477 members 
Mstep: Class 15 contains 12664 members 
Mstep: Class 16 contains 12235 members 
Mstep: Class 17 contains 2631 members 
Mstep: Class 18 contains 11971 members 
Mstep: Class 19 contains 2380 members 
Mstep: Class 20 contains 5017 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 1152 members 
Entering Unmasked Estep 
Score: -21339508.000000 Penalty: 45735.921875
Splitting cluster 14 changes total score from -21339290.000000 to -21339508.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 15 (12664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Entering Unmasked Estep 
Score: -829439.000000 Penalty: 1535.059326
	Iteration 0F: 2 clusters Score -829439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -820625.312500 Penalty: 3070.118652
	Iteration 0F: 3 clusters Score -820625.3 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -823557.250000 Penalty: 3070.118652
	Iteration 1F: 3 clusters Score -823557.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -823832.812500 Penalty: 3070.118652
	Iteration 2F: 3 clusters Score -823832.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -824108.187500 Penalty: 3070.118652
	Iteration 3Q: 3 clusters Score -824108.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -824369.687500 Penalty: 3070.118652
	Iteration 4Q: 3 clusters Score -824369.7 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -824716.125000 Penalty: 3070.118652
	Iteration 5F: 3 clusters Score -824716.1 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -825109.375000 Penalty: 3070.118652
	Iteration 6F: 3 clusters Score -825109.4 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -825532.437500 Penalty: 3070.118652
	Iteration 7F: 3 clusters Score -825532.4 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -825978.187500 Penalty: 3070.118652
	Iteration 8F: 3 clusters Score -825978.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -826432.250000 Penalty: 3070.118652
	Iteration 9Q: 3 clusters Score -826432.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -826805.312500 Penalty: 3070.118652
	Iteration 10Q: 3 clusters Score -826805.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -827111.500000 Penalty: 3070.118652
	Iteration 11Q: 3 clusters Score -827111.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -827346.812500 Penalty: 3070.118652
	Iteration 12Q: 3 clusters Score -827346.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -827500.937500 Penalty: 3070.118652
	Iteration 13Q: 3 clusters Score -827500.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -827587.125000 Penalty: 3070.118652
	Iteration 14Q: 3 clusters Score -827587.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -827651.812500 Penalty: 3070.118652
	Iteration 15Q: 3 clusters Score -827651.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -827707.812500 Penalty: 3070.118652
	Iteration 16Q: 3 clusters Score -827707.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -827738.375000 Penalty: 3070.118652
	Iteration 17Q: 3 clusters Score -827738.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -827762.687500 Penalty: 3070.118652
	Iteration 18Q: 3 clusters Score -827762.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -827776.687500 Penalty: 3070.118652
	Iteration 19Q: 3 clusters Score -827776.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -827795.375000 Penalty: 3070.118652
	Iteration 20F: 3 clusters Score -827795.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -827813.875000 Penalty: 3070.118652
	Iteration 21Q: 3 clusters Score -827813.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -827827.750000 Penalty: 3070.118652
	Iteration 22Q: 3 clusters Score -827827.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -827834.812500 Penalty: 3070.118652
	Iteration 23Q: 3 clusters Score -827834.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -827847.562500 Penalty: 3070.118652
	Iteration 24Q: 3 clusters Score -827847.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -827859.125000 Penalty: 3070.118652
	Iteration 25Q: 3 clusters Score -827859.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -827869.000000 Penalty: 3070.118652
	Iteration 26Q: 3 clusters Score -827869 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -827878.375000 Penalty: 3070.118652
	Iteration 27Q: 3 clusters Score -827878.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -827891.562500 Penalty: 3070.118652
	Iteration 28Q: 3 clusters Score -827891.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -827900.500000 Penalty: 3070.118652
	Iteration 29Q: 3 clusters Score -827900.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -827915.125000 Penalty: 3070.118652
	Iteration 30Q: 3 clusters Score -827915.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -827919.375000 Penalty: 3070.118652
	Iteration 31Q: 3 clusters Score -827919.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -827923.437500 Penalty: 3070.118652
	Iteration 32Q: 3 clusters Score -827923.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -827925.562500 Penalty: 3070.118652
	Iteration 33Q: 3 clusters Score -827925.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -827929.750000 Penalty: 3070.118652
	Iteration 34Q: 3 clusters Score -827929.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -827936.625000 Penalty: 3070.118652
	Iteration 35Q: 3 clusters Score -827936.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -827941.375000 Penalty: 3070.118652
	Iteration 36Q: 3 clusters Score -827941.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -827943.562500 Penalty: 3070.118652
	Iteration 37Q: 3 clusters Score -827943.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -827945.562500 Penalty: 3070.118652
	Iteration 38Q: 3 clusters Score -827945.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -827949.125000 Penalty: 3070.118652
	Iteration 39Q: 3 clusters Score -827949.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -827952.500000 Penalty: 3070.118652
	Iteration 40F: 3 clusters Score -827952.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -827957.625000 Penalty: 3070.118652
	Iteration 41Q: 3 clusters Score -827957.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -827964.875000 Penalty: 3070.118652
	Iteration 42Q: 3 clusters Score -827964.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -827965.437500 Penalty: 3070.118652
	Iteration 43Q: 3 clusters Score -827965.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -827969.375000 Penalty: 3070.118652
	Iteration 44Q: 3 clusters Score -827969.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -827970.687500 Penalty: 3070.118652
	Iteration 45Q: 3 clusters Score -827970.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -827971.812500 Penalty: 3070.118652
	Iteration 46Q: 3 clusters Score -827971.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -827973.187500 Penalty: 3070.118652
	Iteration 47Q: 3 clusters Score -827973.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -827976.812500 Penalty: 3070.118652
	Iteration 48Q: 3 clusters Score -827976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -827981.687500 Penalty: 3070.118652
	Iteration 49Q: 3 clusters Score -827981.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -827984.062500 Penalty: 3070.118652
	Iteration 50Q: 3 clusters Score -827984.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -827983.812500 Penalty: 3070.118652
	Iteration 51Q: 3 clusters Score -827983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -827983.937500 Penalty: 3070.118652
	Iteration 52Q: 3 clusters Score -827983.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -827983.812500 Penalty: 3070.118652
	Iteration 53Q: 3 clusters Score -827983.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -827985.812500 Penalty: 3070.118652
	Iteration 54Q: 3 clusters Score -827985.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -827987.062500 Penalty: 3070.118652
	Iteration 55Q: 3 clusters Score -827987.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -827988.875000 Penalty: 3070.118652
	Iteration 56Q: 3 clusters Score -827988.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -827990.000000 Penalty: 3070.118652
	Iteration 57Q: 3 clusters Score -827990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -827989.125000 Penalty: 3070.118652
	Iteration 58Q: 3 clusters Score -827989.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -827991.000000 Penalty: 3070.118652
	Iteration 59Q: 3 clusters Score -827991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -827991.062500 Penalty: 3070.118652
	Iteration 60F: 3 clusters Score -827991.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -827993.687500 Penalty: 3070.118652
	Iteration 61Q: 3 clusters Score -827993.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -827992.812500 Penalty: 3070.118652
	Iteration 62Q: 3 clusters Score -827992.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -827993.875000 Penalty: 3070.118652
	Iteration 63Q: 3 clusters Score -827993.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -828001.625000 Penalty: 3070.118652
	Iteration 64Q: 3 clusters Score -828001.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -828005.750000 Penalty: 3070.118652
	Iteration 65Q: 3 clusters Score -828005.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -828010.250000 Penalty: 3070.118652
	Iteration 66Q: 3 clusters Score -828010.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -828014.000000 Penalty: 3070.118652
	Iteration 67Q: 3 clusters Score -828014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -828021.312500 Penalty: 3070.118652
	Iteration 68Q: 3 clusters Score -828021.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -828026.625000 Penalty: 3070.118652
	Iteration 69Q: 3 clusters Score -828026.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -828031.625000 Penalty: 3070.118652
	Iteration 70Q: 3 clusters Score -828031.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -828034.375000 Penalty: 3070.118652
	Iteration 71Q: 3 clusters Score -828034.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -828039.062500 Penalty: 3070.118652
	Iteration 72Q: 3 clusters Score -828039.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -828048.750000 Penalty: 3070.118652
	Iteration 73Q: 3 clusters Score -828048.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -828057.312500 Penalty: 3070.118652
	Iteration 74Q: 3 clusters Score -828057.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -828061.375000 Penalty: 3070.118652
	Iteration 75Q: 3 clusters Score -828061.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -828062.187500 Penalty: 3070.118652
	Iteration 76Q: 3 clusters Score -828062.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -828069.437500 Penalty: 3070.118652
	Iteration 77Q: 3 clusters Score -828069.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -828072.625000 Penalty: 3070.118652
	Iteration 78Q: 3 clusters Score -828072.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -828078.687500 Penalty: 3070.118652
	Iteration 79Q: 3 clusters Score -828078.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -828079.250000 Penalty: 3070.118652
	Iteration 80F: 3 clusters Score -828079.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -828079.187500 Penalty: 3070.118652
	Iteration 81Q: 3 clusters Score -828079.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -828079.375000 Penalty: 3070.118652
	Iteration 82Q: 3 clusters Score -828079.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -828080.875000 Penalty: 3070.118652
	Iteration 83Q: 3 clusters Score -828080.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -828080.187500 Penalty: 3070.118652
	Iteration 84Q: 3 clusters Score -828080.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -828080.062500 Penalty: 3070.118652
	Iteration 85Q: 3 clusters Score -828080.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -828081.312500 Penalty: 3070.118652
	Iteration 86Q: 3 clusters Score -828081.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -828080.500000 Penalty: 3070.118652
	Iteration 87Q: 3 clusters Score -828080.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -828081.812500 Penalty: 3070.118652
	Iteration 88Q: 3 clusters Score -828081.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -828081.812500 Penalty: 3070.118652
	Iteration 89F: 3 clusters Score -828081.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -734141.750000 Penalty: 1529.459106
	Iteration 0F: 2 clusters Score -734141.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -725564.000000 Penalty: 3058.918213
	Iteration 0F: 3 clusters Score -725564 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -728658.437500 Penalty: 3058.918213
	Iteration 1F: 3 clusters Score -728658.4 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -729354.500000 Penalty: 3058.918213
	Iteration 2F: 3 clusters Score -729354.5 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -730047.437500 Penalty: 3058.918213
	Iteration 3F: 3 clusters Score -730047.4 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -730746.750000 Penalty: 3058.918213
	Iteration 4F: 3 clusters Score -730746.8 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -731379.750000 Penalty: 3058.918213
	Iteration 5F: 3 clusters Score -731379.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -732032.000000 Penalty: 3058.918213
	Iteration 6F: 3 clusters Score -732032 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -732653.062500 Penalty: 3058.918213
	Iteration 7Q: 3 clusters Score -732653.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -733035.625000 Penalty: 3058.918213
	Iteration 8Q: 3 clusters Score -733035.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -733238.000000 Penalty: 3058.918213
	Iteration 9Q: 3 clusters Score -733238 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -733367.062500 Penalty: 3058.918213
	Iteration 10Q: 3 clusters Score -733367.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -733455.312500 Penalty: 3058.918213
	Iteration 11Q: 3 clusters Score -733455.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -733530.437500 Penalty: 3058.918213
	Iteration 12Q: 3 clusters Score -733530.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -733605.250000 Penalty: 3058.918213
	Iteration 13Q: 3 clusters Score -733605.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -733688.875000 Penalty: 3058.918213
	Iteration 14Q: 3 clusters Score -733688.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -733752.750000 Penalty: 3058.918213
	Iteration 15Q: 3 clusters Score -733752.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -733792.000000 Penalty: 3058.918213
	Iteration 16Q: 3 clusters Score -733792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -733814.625000 Penalty: 3058.918213
	Iteration 17Q: 3 clusters Score -733814.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -733835.562500 Penalty: 3058.918213
	Iteration 18Q: 3 clusters Score -733835.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -733845.062500 Penalty: 3058.918213
	Iteration 19Q: 3 clusters Score -733845.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -733852.187500 Penalty: 3058.918213
	Iteration 20F: 3 clusters Score -733852.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -733858.562500 Penalty: 3058.918213
	Iteration 21Q: 3 clusters Score -733858.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -733864.062500 Penalty: 3058.918213
	Iteration 22Q: 3 clusters Score -733864.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -733865.750000 Penalty: 3058.918213
	Iteration 23Q: 3 clusters Score -733865.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -733868.812500 Penalty: 3058.918213
	Iteration 24Q: 3 clusters Score -733868.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -733869.937500 Penalty: 3058.918213
	Iteration 25Q: 3 clusters Score -733869.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -733871.937500 Penalty: 3058.918213
	Iteration 26Q: 3 clusters Score -733871.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -733873.187500 Penalty: 3058.918213
	Iteration 27Q: 3 clusters Score -733873.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -733873.187500 Penalty: 3058.918213
	Iteration 28F: 3 clusters Score -733873.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Entering Unmasked Estep 
Score: -143616.625000 Penalty: 1279.706909
	Iteration 0F: 2 clusters Score -143616.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -141107.250000 Penalty: 2559.413818
	Iteration 0F: 3 clusters Score -141107.2 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -141785.921875 Penalty: 2559.413818
	Iteration 1F: 3 clusters Score -141785.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -141979.531250 Penalty: 2559.413818
	Iteration 2F: 3 clusters Score -141979.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -142145.359375 Penalty: 2559.413818
	Iteration 3F: 3 clusters Score -142145.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -142282.093750 Penalty: 2559.413818
	Iteration 4F: 3 clusters Score -142282.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -142378.375000 Penalty: 2559.413818
	Iteration 5Q: 3 clusters Score -142378.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -142447.984375 Penalty: 2559.413818
	Iteration 6Q: 3 clusters Score -142448 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -142491.000000 Penalty: 2559.413818
	Iteration 7Q: 3 clusters Score -142491 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -142528.421875 Penalty: 2559.413818
	Iteration 8Q: 3 clusters Score -142528.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -142560.031250 Penalty: 2559.413818
	Iteration 9Q: 3 clusters Score -142560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -142580.140625 Penalty: 2559.413818
	Iteration 10Q: 3 clusters Score -142580.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -142592.187500 Penalty: 2559.413818
	Iteration 11Q: 3 clusters Score -142592.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -142602.625000 Penalty: 2559.413818
	Iteration 12Q: 3 clusters Score -142602.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -142610.343750 Penalty: 2559.413818
	Iteration 13Q: 3 clusters Score -142610.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -142617.546875 Penalty: 2559.413818
	Iteration 14Q: 3 clusters Score -142617.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -142624.390625 Penalty: 2559.413818
	Iteration 15Q: 3 clusters Score -142624.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -142633.968750 Penalty: 2559.413818
	Iteration 16Q: 3 clusters Score -142634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -142643.062500 Penalty: 2559.413818
	Iteration 17Q: 3 clusters Score -142643.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -142653.968750 Penalty: 2559.413818
	Iteration 18Q: 3 clusters Score -142654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -142667.640625 Penalty: 2559.413818
	Iteration 19Q: 3 clusters Score -142667.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -142685.265625 Penalty: 2559.413818
	Iteration 20F: 3 clusters Score -142685.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -142705.234375 Penalty: 2559.413818
	Iteration 21Q: 3 clusters Score -142705.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -142717.875000 Penalty: 2559.413818
	Iteration 22Q: 3 clusters Score -142717.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -142725.218750 Penalty: 2559.413818
	Iteration 23Q: 3 clusters Score -142725.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -142741.156250 Penalty: 2559.413818
	Iteration 24Q: 3 clusters Score -142741.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -142751.421875 Penalty: 2559.413818
	Iteration 25Q: 3 clusters Score -142751.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -142765.890625 Penalty: 2559.413818
	Iteration 26Q: 3 clusters Score -142765.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -142779.859375 Penalty: 2559.413818
	Iteration 27Q: 3 clusters Score -142779.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -142794.687500 Penalty: 2559.413818
	Iteration 28Q: 3 clusters Score -142794.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -142806.390625 Penalty: 2559.413818
	Iteration 29Q: 3 clusters Score -142806.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -142821.390625 Penalty: 2559.413818
	Iteration 30Q: 3 clusters Score -142821.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -142839.031250 Penalty: 2559.413818
	Iteration 31Q: 3 clusters Score -142839 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -142851.109375 Penalty: 2559.413818
	Iteration 32Q: 3 clusters Score -142851.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -142858.953125 Penalty: 2559.413818
	Iteration 33Q: 3 clusters Score -142859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -142868.750000 Penalty: 2559.413818
	Iteration 34Q: 3 clusters Score -142868.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -142877.218750 Penalty: 2559.413818
	Iteration 35Q: 3 clusters Score -142877.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -142884.578125 Penalty: 2559.413818
	Iteration 36Q: 3 clusters Score -142884.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -142891.687500 Penalty: 2559.413818
	Iteration 37Q: 3 clusters Score -142891.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -142897.187500 Penalty: 2559.413818
	Iteration 38Q: 3 clusters Score -142897.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -142907.562500 Penalty: 2559.413818
	Iteration 39Q: 3 clusters Score -142907.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -142923.562500 Penalty: 2559.413818
	Iteration 40F: 3 clusters Score -142923.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -142945.625000 Penalty: 2559.413818
	Iteration 41Q: 3 clusters Score -142945.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -142983.437500 Penalty: 2559.413818
	Iteration 42Q: 3 clusters Score -142983.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -143010.062500 Penalty: 2559.413818
	Iteration 43Q: 3 clusters Score -143010.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -143027.734375 Penalty: 2559.413818
	Iteration 44Q: 3 clusters Score -143027.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -143041.531250 Penalty: 2559.413818
	Iteration 45Q: 3 clusters Score -143041.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -143054.968750 Penalty: 2559.413818
	Iteration 46Q: 3 clusters Score -143055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -143065.359375 Penalty: 2559.413818
	Iteration 47Q: 3 clusters Score -143065.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -143072.593750 Penalty: 2559.413818
	Iteration 48Q: 3 clusters Score -143072.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -143077.968750 Penalty: 2559.413818
	Iteration 49Q: 3 clusters Score -143078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -143079.656250 Penalty: 2559.413818
	Iteration 50Q: 3 clusters Score -143079.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -143082.703125 Penalty: 2559.413818
	Iteration 51Q: 3 clusters Score -143082.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -143090.046875 Penalty: 2559.413818
	Iteration 52Q: 3 clusters Score -143090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -143095.265625 Penalty: 2559.413818
	Iteration 53Q: 3 clusters Score -143095.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -143100.734375 Penalty: 2559.413818
	Iteration 54Q: 3 clusters Score -143100.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -143106.468750 Penalty: 2559.413818
	Iteration 55Q: 3 clusters Score -143106.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -143113.453125 Penalty: 2559.413818
	Iteration 56Q: 3 clusters Score -143113.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -143115.250000 Penalty: 2559.413818
	Iteration 57Q: 3 clusters Score -143115.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -143116.578125 Penalty: 2559.413818
	Iteration 58Q: 3 clusters Score -143116.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -143118.781250 Penalty: 2559.413818
	Iteration 59Q: 3 clusters Score -143118.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -143120.203125 Penalty: 2559.413818
	Iteration 60F: 3 clusters Score -143120.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -143121.453125 Penalty: 2559.413818
	Iteration 61Q: 3 clusters Score -143121.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -143123.359375 Penalty: 2559.413818
	Iteration 62Q: 3 clusters Score -143123.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -143123.953125 Penalty: 2559.413818
	Iteration 63Q: 3 clusters Score -143124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -143124.843750 Penalty: 2559.413818
	Iteration 64Q: 3 clusters Score -143124.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -143124.843750 Penalty: 2559.413818
	Iteration 65F: 3 clusters Score -143124.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Entering Unmasked Estep 
Score: -735290.125000 Penalty: 1525.914429
	Iteration 0F: 2 clusters Score -735290.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -726850.875000 Penalty: 3051.828857
	Iteration 0F: 3 clusters Score -726850.9 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -729624.875000 Penalty: 3051.828857
	Iteration 1F: 3 clusters Score -729624.9 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -729899.562500 Penalty: 3051.828857
	Iteration 2F: 3 clusters Score -729899.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -730160.562500 Penalty: 3051.828857
	Iteration 3Q: 3 clusters Score -730160.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -730447.812500 Penalty: 3051.828857
	Iteration 4Q: 3 clusters Score -730447.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -730750.250000 Penalty: 3051.828857
	Iteration 5Q: 3 clusters Score -730750.2 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -731134.937500 Penalty: 3051.828857
	Iteration 6F: 3 clusters Score -731134.9 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -731597.250000 Penalty: 3051.828857
	Iteration 7F: 3 clusters Score -731597.2 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -732158.750000 Penalty: 3051.828857
	Iteration 8F: 3 clusters Score -732158.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -732688.625000 Penalty: 3051.828857
	Iteration 9F: 3 clusters Score -732688.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -733089.250000 Penalty: 3051.828857
	Iteration 10Q: 3 clusters Score -733089.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -733386.750000 Penalty: 3051.828857
	Iteration 11Q: 3 clusters Score -733386.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -733568.125000 Penalty: 3051.828857
	Iteration 12Q: 3 clusters Score -733568.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -733687.875000 Penalty: 3051.828857
	Iteration 13Q: 3 clusters Score -733687.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -733766.125000 Penalty: 3051.828857
	Iteration 14Q: 3 clusters Score -733766.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -733806.625000 Penalty: 3051.828857
	Iteration 15Q: 3 clusters Score -733806.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -733843.125000 Penalty: 3051.828857
	Iteration 16Q: 3 clusters Score -733843.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -733883.750000 Penalty: 3051.828857
	Iteration 17Q: 3 clusters Score -733883.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -733919.750000 Penalty: 3051.828857
	Iteration 18Q: 3 clusters Score -733919.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -733940.000000 Penalty: 3051.828857
	Iteration 19Q: 3 clusters Score -733940 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -733962.625000 Penalty: 3051.828857
	Iteration 20F: 3 clusters Score -733962.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -733976.000000 Penalty: 3051.828857
	Iteration 21Q: 3 clusters Score -733976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -733982.687500 Penalty: 3051.828857
	Iteration 22Q: 3 clusters Score -733982.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -733990.000000 Penalty: 3051.828857
	Iteration 23Q: 3 clusters Score -733990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -733990.750000 Penalty: 3051.828857
	Iteration 24Q: 3 clusters Score -733990.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -733993.375000 Penalty: 3051.828857
	Iteration 25Q: 3 clusters Score -733993.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -733993.812500 Penalty: 3051.828857
	Iteration 26Q: 3 clusters Score -733993.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -733993.812500 Penalty: 3051.828857
	Iteration 27Q: 3 clusters Score -733993.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -733996.312500 Penalty: 3051.828857
	Iteration 28Q: 3 clusters Score -733996.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -733996.187500 Penalty: 3051.828857
	Iteration 29Q: 3 clusters Score -733996.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -733996.437500 Penalty: 3051.828857
	Iteration 30Q: 3 clusters Score -733996.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -733997.625000 Penalty: 3051.828857
	Iteration 31Q: 3 clusters Score -733997.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -733998.187500 Penalty: 3051.828857
	Iteration 32Q: 3 clusters Score -733998.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -733999.562500 Penalty: 3051.828857
	Iteration 33Q: 3 clusters Score -733999.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -734000.625000 Penalty: 3051.828857
	Iteration 34Q: 3 clusters Score -734000.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -734002.687500 Penalty: 3051.828857
	Iteration 35Q: 3 clusters Score -734002.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -734008.375000 Penalty: 3051.828857
	Iteration 36Q: 3 clusters Score -734008.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -734011.312500 Penalty: 3051.828857
	Iteration 37Q: 3 clusters Score -734011.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -734015.875000 Penalty: 3051.828857
	Iteration 38Q: 3 clusters Score -734015.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -734016.875000 Penalty: 3051.828857
	Iteration 39Q: 3 clusters Score -734016.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -734017.750000 Penalty: 3051.828857
	Iteration 40F: 3 clusters Score -734017.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -734019.687500 Penalty: 3051.828857
	Iteration 41Q: 3 clusters Score -734019.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -734020.312500 Penalty: 3051.828857
	Iteration 42Q: 3 clusters Score -734020.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -734020.500000 Penalty: 3051.828857
	Iteration 43Q: 3 clusters Score -734020.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -734020.625000 Penalty: 3051.828857
	Iteration 44Q: 3 clusters Score -734020.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -734022.625000 Penalty: 3051.828857
	Iteration 45Q: 3 clusters Score -734022.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -734024.437500 Penalty: 3051.828857
	Iteration 46Q: 3 clusters Score -734024.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -734025.750000 Penalty: 3051.828857
	Iteration 47Q: 3 clusters Score -734025.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -734025.562500 Penalty: 3051.828857
	Iteration 48Q: 3 clusters Score -734025.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -734026.125000 Penalty: 3051.828857
	Iteration 49Q: 3 clusters Score -734026.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -734026.812500 Penalty: 3051.828857
	Iteration 50Q: 3 clusters Score -734026.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -734026.812500 Penalty: 3051.828857
	Iteration 51F: 3 clusters Score -734026.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Entering Unmasked Estep 
Score: -137810.937500 Penalty: 1263.414062
	Iteration 0F: 2 clusters Score -137810.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -135460.875000 Penalty: 2526.828125
	Iteration 0F: 3 clusters Score -135460.9 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -136004.953125 Penalty: 2526.828125
	Iteration 1F: 3 clusters Score -136005 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -136174.687500 Penalty: 2526.828125
	Iteration 2F: 3 clusters Score -136174.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -136274.250000 Penalty: 2526.828125
	Iteration 3F: 3 clusters Score -136274.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -136366.125000 Penalty: 2526.828125
	Iteration 4F: 3 clusters Score -136366.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -136437.062500 Penalty: 2526.828125
	Iteration 5Q: 3 clusters Score -136437.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -136510.390625 Penalty: 2526.828125
	Iteration 6Q: 3 clusters Score -136510.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -136555.250000 Penalty: 2526.828125
	Iteration 7Q: 3 clusters Score -136555.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -136589.546875 Penalty: 2526.828125
	Iteration 8Q: 3 clusters Score -136589.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -136612.437500 Penalty: 2526.828125
	Iteration 9Q: 3 clusters Score -136612.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -136631.281250 Penalty: 2526.828125
	Iteration 10Q: 3 clusters Score -136631.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -136648.906250 Penalty: 2526.828125
	Iteration 11Q: 3 clusters Score -136648.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -136667.906250 Penalty: 2526.828125
	Iteration 12Q: 3 clusters Score -136667.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -136692.593750 Penalty: 2526.828125
	Iteration 13Q: 3 clusters Score -136692.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -136718.343750 Penalty: 2526.828125
	Iteration 14Q: 3 clusters Score -136718.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -136755.312500 Penalty: 2526.828125
	Iteration 15Q: 3 clusters Score -136755.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -136787.046875 Penalty: 2526.828125
	Iteration 16Q: 3 clusters Score -136787 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -136811.093750 Penalty: 2526.828125
	Iteration 17Q: 3 clusters Score -136811.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -136829.156250 Penalty: 2526.828125
	Iteration 18Q: 3 clusters Score -136829.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -136839.250000 Penalty: 2526.828125
	Iteration 19Q: 3 clusters Score -136839.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -136847.281250 Penalty: 2526.828125
	Iteration 20F: 3 clusters Score -136847.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -136856.859375 Penalty: 2526.828125
	Iteration 21Q: 3 clusters Score -136856.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -136868.562500 Penalty: 2526.828125
	Iteration 22Q: 3 clusters Score -136868.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -136876.171875 Penalty: 2526.828125
	Iteration 23Q: 3 clusters Score -136876.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -136887.093750 Penalty: 2526.828125
	Iteration 24Q: 3 clusters Score -136887.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -136893.046875 Penalty: 2526.828125
	Iteration 25Q: 3 clusters Score -136893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -136897.250000 Penalty: 2526.828125
	Iteration 26Q: 3 clusters Score -136897.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -136902.296875 Penalty: 2526.828125
	Iteration 27Q: 3 clusters Score -136902.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -136908.843750 Penalty: 2526.828125
	Iteration 28Q: 3 clusters Score -136908.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -136912.218750 Penalty: 2526.828125
	Iteration 29Q: 3 clusters Score -136912.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -136913.968750 Penalty: 2526.828125
	Iteration 30Q: 3 clusters Score -136914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -136917.375000 Penalty: 2526.828125
	Iteration 31Q: 3 clusters Score -136917.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -136919.625000 Penalty: 2526.828125
	Iteration 32Q: 3 clusters Score -136919.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -136921.531250 Penalty: 2526.828125
	Iteration 33Q: 3 clusters Score -136921.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -136924.187500 Penalty: 2526.828125
	Iteration 34Q: 3 clusters Score -136924.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -136927.562500 Penalty: 2526.828125
	Iteration 35Q: 3 clusters Score -136927.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -136928.406250 Penalty: 2526.828125
	Iteration 36Q: 3 clusters Score -136928.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -136928.781250 Penalty: 2526.828125
	Iteration 37Q: 3 clusters Score -136928.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -136928.968750 Penalty: 2526.828125
	Iteration 38Q: 3 clusters Score -136929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -136929.484375 Penalty: 2526.828125
	Iteration 39Q: 3 clusters Score -136929.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -136931.093750 Penalty: 2526.828125
	Iteration 40F: 3 clusters Score -136931.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -136931.531250 Penalty: 2526.828125
	Iteration 41Q: 3 clusters Score -136931.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -136932.500000 Penalty: 2526.828125
	Iteration 42Q: 3 clusters Score -136932.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -136933.328125 Penalty: 2526.828125
	Iteration 43Q: 3 clusters Score -136933.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -136934.968750 Penalty: 2526.828125
	Iteration 44Q: 3 clusters Score -136935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -136937.296875 Penalty: 2526.828125
	Iteration 45Q: 3 clusters Score -136937.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -136939.546875 Penalty: 2526.828125
	Iteration 46Q: 3 clusters Score -136939.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -136942.203125 Penalty: 2526.828125
	Iteration 47Q: 3 clusters Score -136942.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -136944.328125 Penalty: 2526.828125
	Iteration 48Q: 3 clusters Score -136944.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -136945.296875 Penalty: 2526.828125
	Iteration 49Q: 3 clusters Score -136945.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -136947.234375 Penalty: 2526.828125
	Iteration 50Q: 3 clusters Score -136947.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -136948.265625 Penalty: 2526.828125
	Iteration 51Q: 3 clusters Score -136948.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -136948.750000 Penalty: 2526.828125
	Iteration 52Q: 3 clusters Score -136948.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -136949.218750 Penalty: 2526.828125
	Iteration 53Q: 3 clusters Score -136949.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -136949.843750 Penalty: 2526.828125
	Iteration 54Q: 3 clusters Score -136949.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -136949.843750 Penalty: 2526.828125
	Iteration 55F: 3 clusters Score -136949.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Entering Unmasked Estep 
Score: -294089.562500 Penalty: 1384.595337
	Iteration 0F: 2 clusters Score -294089.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -290149.500000 Penalty: 2769.190674
	Iteration 0F: 3 clusters Score -290149.5 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -291232.125000 Penalty: 2769.190674
	Iteration 1F: 3 clusters Score -291232.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -291407.437500 Penalty: 2769.190674
	Iteration 2F: 3 clusters Score -291407.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -291534.000000 Penalty: 2769.190674
	Iteration 3Q: 3 clusters Score -291534 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -291646.468750 Penalty: 2769.190674
	Iteration 4Q: 3 clusters Score -291646.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -291741.375000 Penalty: 2769.190674
	Iteration 5Q: 3 clusters Score -291741.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -291866.156250 Penalty: 2769.190674
	Iteration 6Q: 3 clusters Score -291866.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -292003.437500 Penalty: 2769.190674
	Iteration 7Q: 3 clusters Score -292003.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -292170.781250 Penalty: 2769.190674
	Iteration 8Q: 3 clusters Score -292170.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -292322.156250 Penalty: 2769.190674
	Iteration 9Q: 3 clusters Score -292322.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -292437.281250 Penalty: 2769.190674
	Iteration 10Q: 3 clusters Score -292437.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -292549.000000 Penalty: 2769.190674
	Iteration 11Q: 3 clusters Score -292549 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -292648.250000 Penalty: 2769.190674
	Iteration 12Q: 3 clusters Score -292648.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -292743.781250 Penalty: 2769.190674
	Iteration 13Q: 3 clusters Score -292743.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -292837.812500 Penalty: 2769.190674
	Iteration 14Q: 3 clusters Score -292837.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -292897.406250 Penalty: 2769.190674
	Iteration 15Q: 3 clusters Score -292897.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -292939.625000 Penalty: 2769.190674
	Iteration 16Q: 3 clusters Score -292939.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -292968.625000 Penalty: 2769.190674
	Iteration 17Q: 3 clusters Score -292968.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -292994.093750 Penalty: 2769.190674
	Iteration 18Q: 3 clusters Score -292994.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -293016.156250 Penalty: 2769.190674
	Iteration 19Q: 3 clusters Score -293016.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -293028.562500 Penalty: 2769.190674
	Iteration 20F: 3 clusters Score -293028.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -293037.875000 Penalty: 2769.190674
	Iteration 21Q: 3 clusters Score -293037.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -293044.906250 Penalty: 2769.190674
	Iteration 22Q: 3 clusters Score -293044.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -293048.000000 Penalty: 2769.190674
	Iteration 23Q: 3 clusters Score -293048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -293051.343750 Penalty: 2769.190674
	Iteration 24Q: 3 clusters Score -293051.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -293052.812500 Penalty: 2769.190674
	Iteration 25Q: 3 clusters Score -293052.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -293053.656250 Penalty: 2769.190674
	Iteration 26Q: 3 clusters Score -293053.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -293053.375000 Penalty: 2769.190674
	Iteration 27Q: 3 clusters Score -293053.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -293054.750000 Penalty: 2769.190674
	Iteration 28Q: 3 clusters Score -293054.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -293055.687500 Penalty: 2769.190674
	Iteration 29Q: 3 clusters Score -293055.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -293055.875000 Penalty: 2769.190674
	Iteration 30Q: 3 clusters Score -293055.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -293056.187500 Penalty: 2769.190674
	Iteration 31Q: 3 clusters Score -293056.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -293056.343750 Penalty: 2769.190674
	Iteration 32Q: 3 clusters Score -293056.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -293056.343750 Penalty: 2769.190674
	Iteration 33F: 3 clusters Score -293056.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Entering Unmasked Estep 
Score: -142874.375000 Penalty: 1265.247192
	Iteration 0F: 2 clusters Score -142874.4 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 1199 members 
Entering Unmasked Estep 
Score: -140546.375000 Penalty: 2530.494385
	Iteration 0F: 3 clusters Score -140546.4 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -141204.984375 Penalty: 2530.494385
	Iteration 1F: 3 clusters Score -141205 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -141382.890625 Penalty: 2530.494385
	Iteration 2F: 3 clusters Score -141382.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -141491.234375 Penalty: 2530.494385
	Iteration 3F: 3 clusters Score -141491.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -141569.421875 Penalty: 2530.494385
	Iteration 4Q: 3 clusters Score -141569.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -141622.406250 Penalty: 2530.494385
	Iteration 5Q: 3 clusters Score -141622.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -141681.312500 Penalty: 2530.494385
	Iteration 6Q: 3 clusters Score -141681.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -141742.828125 Penalty: 2530.494385
	Iteration 7Q: 3 clusters Score -141742.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -141822.500000 Penalty: 2530.494385
	Iteration 8Q: 3 clusters Score -141822.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -141903.656250 Penalty: 2530.494385
	Iteration 9Q: 3 clusters Score -141903.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -141981.046875 Penalty: 2530.494385
	Iteration 10Q: 3 clusters Score -141981 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -142046.390625 Penalty: 2530.494385
	Iteration 11Q: 3 clusters Score -142046.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -142106.531250 Penalty: 2530.494385
	Iteration 12Q: 3 clusters Score -142106.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -142147.750000 Penalty: 2530.494385
	Iteration 13Q: 3 clusters Score -142147.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -142180.531250 Penalty: 2530.494385
	Iteration 14Q: 3 clusters Score -142180.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -142205.140625 Penalty: 2530.494385
	Iteration 15Q: 3 clusters Score -142205.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -142222.562500 Penalty: 2530.494385
	Iteration 16Q: 3 clusters Score -142222.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -142244.546875 Penalty: 2530.494385
	Iteration 17Q: 3 clusters Score -142244.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -142271.218750 Penalty: 2530.494385
	Iteration 18Q: 3 clusters Score -142271.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -142302.859375 Penalty: 2530.494385
	Iteration 19Q: 3 clusters Score -142302.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -142328.953125 Penalty: 2530.494385
	Iteration 20F: 3 clusters Score -142329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -142359.062500 Penalty: 2530.494385
	Iteration 21Q: 3 clusters Score -142359.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -142391.890625 Penalty: 2530.494385
	Iteration 22Q: 3 clusters Score -142391.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -142409.875000 Penalty: 2530.494385
	Iteration 23Q: 3 clusters Score -142409.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -142420.234375 Penalty: 2530.494385
	Iteration 24Q: 3 clusters Score -142420.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -142436.390625 Penalty: 2530.494385
	Iteration 25Q: 3 clusters Score -142436.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -142457.937500 Penalty: 2530.494385
	Iteration 26Q: 3 clusters Score -142457.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -142474.000000 Penalty: 2530.494385
	Iteration 27Q: 3 clusters Score -142474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -142492.406250 Penalty: 2530.494385
	Iteration 28Q: 3 clusters Score -142492.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -142501.218750 Penalty: 2530.494385
	Iteration 29Q: 3 clusters Score -142501.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -142507.000000 Penalty: 2530.494385
	Iteration 30Q: 3 clusters Score -142507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -142515.046875 Penalty: 2530.494385
	Iteration 31Q: 3 clusters Score -142515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -142520.062500 Penalty: 2530.494385
	Iteration 32Q: 3 clusters Score -142520.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -142521.593750 Penalty: 2530.494385
	Iteration 33Q: 3 clusters Score -142521.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -142523.171875 Penalty: 2530.494385
	Iteration 34Q: 3 clusters Score -142523.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -142525.296875 Penalty: 2530.494385
	Iteration 35Q: 3 clusters Score -142525.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -142529.031250 Penalty: 2530.494385
	Iteration 36Q: 3 clusters Score -142529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -142529.859375 Penalty: 2530.494385
	Iteration 37Q: 3 clusters Score -142529.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -142529.921875 Penalty: 2530.494385
	Iteration 38Q: 3 clusters Score -142529.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -142529.921875 Penalty: 2530.494385
	Iteration 39F: 3 clusters Score -142529.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 11448 members 
Mstep: Class 3 contains 6606 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 5 contains 78440 members 
Mstep: Class 6 contains 6596 members 
Mstep: Class 7 contains 91896 members 
Mstep: Class 8 contains 22556 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45045 members 
Mstep: Class 11 contains 13353 members 
Mstep: Class 12 contains 8702 members 
Mstep: Class 13 contains 10403 members 
Mstep: Class 14 contains 3477 members 
Mstep: Class 15 contains 12664 members 
Mstep: Class 16 contains 12235 members 
Mstep: Class 17 contains 2631 members 
Mstep: Class 18 contains 11971 members 
Mstep: Class 19 contains 2380 members 
Mstep: Class 20 contains 5017 members 
Mstep: Class 21 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339590.000000 Penalty: 45735.921875
Iteration 159Q: 23 clusters Score -2.133959e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 11454 members 
Mstep: Class 3 contains 6606 members 
Mstep: Class 4 contains 4380 members 
Mstep: Class 5 contains 78444 members 
Mstep: Class 6 contains 6597 members 
Mstep: Class 7 contains 91884 members 
Mstep: Class 8 contains 22543 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45065 members 
Mstep: Class 11 contains 13347 members 
Mstep: Class 12 contains 8701 members 
Mstep: Class 13 contains 10399 members 
Mstep: Class 14 contains 3558 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 12235 members 
Mstep: Class 17 contains 2629 members 
Mstep: Class 18 contains 11968 members 
Mstep: Class 19 contains 2374 members 
Mstep: Class 20 contains 5017 members 
Mstep: Class 21 contains 2408 members 
Mstep: Class 22 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339730.000000 Penalty: 45735.921875
Iteration 160F: 23 clusters Score -2.133973e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 11443 members 
Mstep: Class 3 contains 6605 members 
Mstep: Class 4 contains 4374 members 
Mstep: Class 5 contains 78447 members 
Mstep: Class 6 contains 6597 members 
Mstep: Class 7 contains 91864 members 
Mstep: Class 8 contains 22537 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45083 members 
Mstep: Class 11 contains 13339 members 
Mstep: Class 12 contains 8701 members 
Mstep: Class 13 contains 10399 members 
Mstep: Class 14 contains 3619 members 
Mstep: Class 15 contains 12646 members 
Mstep: Class 16 contains 12235 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 11968 members 
Mstep: Class 19 contains 2374 members 
Mstep: Class 20 contains 5017 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339770.000000 Penalty: 45735.921875
Iteration 161Q: 23 clusters Score -2.133977e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 11444 members 
Mstep: Class 3 contains 6604 members 
Mstep: Class 4 contains 4369 members 
Mstep: Class 5 contains 78454 members 
Mstep: Class 6 contains 6598 members 
Mstep: Class 7 contains 91835 members 
Mstep: Class 8 contains 22536 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45097 members 
Mstep: Class 11 contains 13338 members 
Mstep: Class 12 contains 8701 members 
Mstep: Class 13 contains 10397 members 
Mstep: Class 14 contains 3661 members 
Mstep: Class 15 contains 12648 members 
Mstep: Class 16 contains 12239 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 11967 members 
Mstep: Class 19 contains 2366 members 
Mstep: Class 20 contains 5017 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339746.000000 Penalty: 45735.921875
Iteration 162Q: 23 clusters Score -2.133975e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 11443 members 
Mstep: Class 3 contains 6603 members 
Mstep: Class 4 contains 4370 members 
Mstep: Class 5 contains 78476 members 
Mstep: Class 6 contains 6599 members 
Mstep: Class 7 contains 91799 members 
Mstep: Class 8 contains 22537 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45113 members 
Mstep: Class 11 contains 13336 members 
Mstep: Class 12 contains 8698 members 
Mstep: Class 13 contains 10395 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 12643 members 
Mstep: Class 16 contains 12235 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 11969 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339742.000000 Penalty: 45735.921875
Iteration 163Q: 23 clusters Score -2.133974e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 11446 members 
Mstep: Class 3 contains 6602 members 
Mstep: Class 4 contains 4367 members 
Mstep: Class 5 contains 78496 members 
Mstep: Class 6 contains 6599 members 
Mstep: Class 7 contains 91759 members 
Mstep: Class 8 contains 22536 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45124 members 
Mstep: Class 11 contains 13338 members 
Mstep: Class 12 contains 8697 members 
Mstep: Class 13 contains 10393 members 
Mstep: Class 14 contains 3739 members 
Mstep: Class 15 contains 12653 members 
Mstep: Class 16 contains 12232 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 11967 members 
Mstep: Class 19 contains 2355 members 
Mstep: Class 20 contains 5022 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339718.000000 Penalty: 45735.921875
Iteration 164Q: 23 clusters Score -2.133972e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 11454 members 
Mstep: Class 3 contains 6601 members 
Mstep: Class 4 contains 4370 members 
Mstep: Class 5 contains 78527 members 
Mstep: Class 6 contains 6599 members 
Mstep: Class 7 contains 91714 members 
Mstep: Class 8 contains 22533 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45138 members 
Mstep: Class 11 contains 13337 members 
Mstep: Class 12 contains 8695 members 
Mstep: Class 13 contains 10389 members 
Mstep: Class 14 contains 3782 members 
Mstep: Class 15 contains 12648 members 
Mstep: Class 16 contains 12234 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 11966 members 
Mstep: Class 19 contains 2354 members 
Mstep: Class 20 contains 5023 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339716.000000 Penalty: 45735.921875
Iteration 165Q: 23 clusters Score -2.133972e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 11457 members 
Mstep: Class 3 contains 6601 members 
Mstep: Class 4 contains 4373 members 
Mstep: Class 5 contains 78549 members 
Mstep: Class 6 contains 6598 members 
Mstep: Class 7 contains 91671 members 
Mstep: Class 8 contains 22539 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45154 members 
Mstep: Class 11 contains 13336 members 
Mstep: Class 12 contains 8695 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 3808 members 
Mstep: Class 15 contains 12640 members 
Mstep: Class 16 contains 12233 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 11967 members 
Mstep: Class 19 contains 2354 members 
Mstep: Class 20 contains 5023 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339752.000000 Penalty: 45735.921875
Iteration 166Q: 23 clusters Score -2.133975e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 11458 members 
Mstep: Class 3 contains 6602 members 
Mstep: Class 4 contains 4375 members 
Mstep: Class 5 contains 78569 members 
Mstep: Class 6 contains 6600 members 
Mstep: Class 7 contains 91633 members 
Mstep: Class 8 contains 22545 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45170 members 
Mstep: Class 11 contains 13335 members 
Mstep: Class 12 contains 8691 members 
Mstep: Class 13 contains 10387 members 
Mstep: Class 14 contains 3834 members 
Mstep: Class 15 contains 12637 members 
Mstep: Class 16 contains 12226 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 11966 members 
Mstep: Class 19 contains 2351 members 
Mstep: Class 20 contains 5024 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339796.000000 Penalty: 45735.921875
Iteration 167Q: 23 clusters Score -2.13398e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 11461 members 
Mstep: Class 3 contains 6604 members 
Mstep: Class 4 contains 4374 members 
Mstep: Class 5 contains 78588 members 
Mstep: Class 6 contains 6600 members 
Mstep: Class 7 contains 91595 members 
Mstep: Class 8 contains 22555 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45191 members 
Mstep: Class 11 contains 13336 members 
Mstep: Class 12 contains 8689 members 
Mstep: Class 13 contains 10384 members 
Mstep: Class 14 contains 3850 members 
Mstep: Class 15 contains 12628 members 
Mstep: Class 16 contains 12224 members 
Mstep: Class 17 contains 2623 members 
Mstep: Class 18 contains 11963 members 
Mstep: Class 19 contains 2351 members 
Mstep: Class 20 contains 5024 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339778.000000 Penalty: 45735.921875
Iteration 168Q: 23 clusters Score -2.133978e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 11461 members 
Mstep: Class 3 contains 6606 members 
Mstep: Class 4 contains 4375 members 
Mstep: Class 5 contains 78607 members 
Mstep: Class 6 contains 6600 members 
Mstep: Class 7 contains 91565 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45211 members 
Mstep: Class 11 contains 13335 members 
Mstep: Class 12 contains 8686 members 
Mstep: Class 13 contains 10382 members 
Mstep: Class 14 contains 3862 members 
Mstep: Class 15 contains 12619 members 
Mstep: Class 16 contains 12219 members 
Mstep: Class 17 contains 2623 members 
Mstep: Class 18 contains 11963 members 
Mstep: Class 19 contains 2349 members 
Mstep: Class 20 contains 5024 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339754.000000 Penalty: 45735.921875
Iteration 169Q: 23 clusters Score -2.133975e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 11460 members 
Mstep: Class 3 contains 6606 members 
Mstep: Class 4 contains 4376 members 
Mstep: Class 5 contains 78623 members 
Mstep: Class 6 contains 6601 members 
Mstep: Class 7 contains 91539 members 
Mstep: Class 8 contains 22563 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45238 members 
Mstep: Class 11 contains 13337 members 
Mstep: Class 12 contains 8684 members 
Mstep: Class 13 contains 10378 members 
Mstep: Class 14 contains 3871 members 
Mstep: Class 15 contains 12604 members 
Mstep: Class 16 contains 12218 members 
Mstep: Class 17 contains 2623 members 
Mstep: Class 18 contains 11962 members 
Mstep: Class 19 contains 2348 members 
Mstep: Class 20 contains 5023 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339820.000000 Penalty: 45735.921875
Iteration 170Q: 23 clusters Score -2.133982e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 11459 members 
Mstep: Class 3 contains 6606 members 
Mstep: Class 4 contains 4376 members 
Mstep: Class 5 contains 78641 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 7 contains 91519 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45265 members 
Mstep: Class 11 contains 13337 members 
Mstep: Class 12 contains 8680 members 
Mstep: Class 13 contains 10375 members 
Mstep: Class 14 contains 3878 members 
Mstep: Class 15 contains 12592 members 
Mstep: Class 16 contains 12217 members 
Mstep: Class 17 contains 2623 members 
Mstep: Class 18 contains 11957 members 
Mstep: Class 19 contains 2347 members 
Mstep: Class 20 contains 5022 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339796.000000 Penalty: 45735.921875
Iteration 171Q: 23 clusters Score -2.13398e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 11459 members 
Mstep: Class 3 contains 6606 members 
Mstep: Class 4 contains 4379 members 
Mstep: Class 5 contains 78676 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 7 contains 91498 members 
Mstep: Class 8 contains 22562 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45286 members 
Mstep: Class 11 contains 13338 members 
Mstep: Class 12 contains 8676 members 
Mstep: Class 13 contains 10372 members 
Mstep: Class 14 contains 3883 members 
Mstep: Class 15 contains 12568 members 
Mstep: Class 16 contains 12215 members 
Mstep: Class 17 contains 2623 members 
Mstep: Class 18 contains 11949 members 
Mstep: Class 19 contains 2347 members 
Mstep: Class 20 contains 5021 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339830.000000 Penalty: 45735.921875
Iteration 172Q: 23 clusters Score -2.133983e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 11461 members 
Mstep: Class 3 contains 6606 members 
Mstep: Class 4 contains 4382 members 
Mstep: Class 5 contains 78725 members 
Mstep: Class 6 contains 6603 members 
Mstep: Class 7 contains 91450 members 
Mstep: Class 8 contains 22558 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45310 members 
Mstep: Class 11 contains 13335 members 
Mstep: Class 12 contains 8672 members 
Mstep: Class 13 contains 10372 members 
Mstep: Class 14 contains 3888 members 
Mstep: Class 15 contains 12540 members 
Mstep: Class 16 contains 12214 members 
Mstep: Class 17 contains 2623 members 
Mstep: Class 18 contains 11954 members 
Mstep: Class 19 contains 2349 members 
Mstep: Class 20 contains 5023 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339846.000000 Penalty: 45735.921875
Iteration 173Q: 23 clusters Score -2.133985e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 11466 members 
Mstep: Class 3 contains 6606 members 
Mstep: Class 4 contains 4382 members 
Mstep: Class 5 contains 78777 members 
Mstep: Class 6 contains 6603 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 22557 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45336 members 
Mstep: Class 11 contains 13335 members 
Mstep: Class 12 contains 8668 members 
Mstep: Class 13 contains 10371 members 
Mstep: Class 14 contains 3894 members 
Mstep: Class 15 contains 12491 members 
Mstep: Class 16 contains 12213 members 
Mstep: Class 17 contains 2623 members 
Mstep: Class 18 contains 11957 members 
Mstep: Class 19 contains 2349 members 
Mstep: Class 20 contains 5026 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339784.000000 Penalty: 45735.921875
Iteration 174Q: 23 clusters Score -2.133978e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 11468 members 
Mstep: Class 3 contains 6605 members 
Mstep: Class 4 contains 4387 members 
Mstep: Class 5 contains 78833 members 
Mstep: Class 6 contains 6603 members 
Mstep: Class 7 contains 91364 members 
Mstep: Class 8 contains 22560 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45355 members 
Mstep: Class 11 contains 13333 members 
Mstep: Class 12 contains 8664 members 
Mstep: Class 13 contains 10370 members 
Mstep: Class 14 contains 3898 members 
Mstep: Class 15 contains 12451 members 
Mstep: Class 16 contains 12213 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 11961 members 
Mstep: Class 19 contains 2347 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339822.000000 Penalty: 45735.921875
Iteration 175Q: 23 clusters Score -2.133982e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 11471 members 
Mstep: Class 3 contains 6608 members 
Mstep: Class 4 contains 4386 members 
Mstep: Class 5 contains 78873 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 91309 members 
Mstep: Class 8 contains 22564 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45375 members 
Mstep: Class 11 contains 13331 members 
Mstep: Class 12 contains 8662 members 
Mstep: Class 13 contains 10367 members 
Mstep: Class 14 contains 3901 members 
Mstep: Class 15 contains 12441 members 
Mstep: Class 16 contains 12214 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 11956 members 
Mstep: Class 19 contains 2347 members 
Mstep: Class 20 contains 5029 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339856.000000 Penalty: 45735.921875
Iteration 176Q: 23 clusters Score -2.133986e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 11474 members 
Mstep: Class 3 contains 6610 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 78909 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 91271 members 
Mstep: Class 8 contains 22568 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45400 members 
Mstep: Class 11 contains 13331 members 
Mstep: Class 12 contains 8661 members 
Mstep: Class 13 contains 10366 members 
Mstep: Class 14 contains 3903 members 
Mstep: Class 15 contains 12413 members 
Mstep: Class 16 contains 12213 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 11948 members 
Mstep: Class 19 contains 2347 members 
Mstep: Class 20 contains 5030 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339900.000000 Penalty: 45735.921875
Iteration 177Q: 23 clusters Score -2.13399e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 11477 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4394 members 
Mstep: Class 5 contains 78938 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 91233 members 
Mstep: Class 8 contains 22578 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45422 members 
Mstep: Class 11 contains 13331 members 
Mstep: Class 12 contains 8661 members 
Mstep: Class 13 contains 10367 members 
Mstep: Class 14 contains 3903 members 
Mstep: Class 15 contains 12392 members 
Mstep: Class 16 contains 12213 members 
Mstep: Class 17 contains 2623 members 
Mstep: Class 18 contains 11940 members 
Mstep: Class 19 contains 2346 members 
Mstep: Class 20 contains 5029 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339938.000000 Penalty: 45735.921875
Iteration 178Q: 23 clusters Score -2.133994e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 11476 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4394 members 
Mstep: Class 5 contains 78960 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 91203 members 
Mstep: Class 8 contains 22587 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45449 members 
Mstep: Class 11 contains 13331 members 
Mstep: Class 12 contains 8661 members 
Mstep: Class 13 contains 10362 members 
Mstep: Class 14 contains 3903 members 
Mstep: Class 15 contains 12376 members 
Mstep: Class 16 contains 12214 members 
Mstep: Class 17 contains 2621 members 
Mstep: Class 18 contains 11931 members 
Mstep: Class 19 contains 2348 members 
Mstep: Class 20 contains 5029 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340006.000000 Penalty: 45735.921875
Iteration 179Q: 23 clusters Score -2.134001e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 11477 members 
Mstep: Class 3 contains 6608 members 
Mstep: Class 4 contains 4393 members 
Mstep: Class 5 contains 78982 members 
Mstep: Class 6 contains 6608 members 
Mstep: Class 7 contains 91168 members 
Mstep: Class 8 contains 22592 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45475 members 
Mstep: Class 11 contains 13332 members 
Mstep: Class 12 contains 8661 members 
Mstep: Class 13 contains 10361 members 
Mstep: Class 14 contains 3903 members 
Mstep: Class 15 contains 12358 members 
Mstep: Class 16 contains 12215 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 11928 members 
Mstep: Class 19 contains 2349 members 
Mstep: Class 20 contains 5029 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339996.000000 Penalty: 45735.921875
Iteration 180F: 23 clusters Score -2.134e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 11479 members 
Mstep: Class 3 contains 6607 members 
Mstep: Class 4 contains 4392 members 
Mstep: Class 5 contains 78994 members 
Mstep: Class 6 contains 6611 members 
Mstep: Class 7 contains 91121 members 
Mstep: Class 8 contains 22597 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45512 members 
Mstep: Class 11 contains 13331 members 
Mstep: Class 12 contains 8661 members 
Mstep: Class 13 contains 10359 members 
Mstep: Class 14 contains 3903 members 
Mstep: Class 15 contains 12348 members 
Mstep: Class 16 contains 12218 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 11929 members 
Mstep: Class 19 contains 2350 members 
Mstep: Class 20 contains 5028 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339990.000000 Penalty: 45735.921875
Iteration 181Q: 23 clusters Score -2.133999e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 11477 members 
Mstep: Class 3 contains 6605 members 
Mstep: Class 4 contains 4393 members 
Mstep: Class 5 contains 79009 members 
Mstep: Class 6 contains 6612 members 
Mstep: Class 7 contains 91071 members 
Mstep: Class 8 contains 22603 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45551 members 
Mstep: Class 11 contains 13331 members 
Mstep: Class 12 contains 8660 members 
Mstep: Class 13 contains 10358 members 
Mstep: Class 14 contains 3903 members 
Mstep: Class 15 contains 12343 members 
Mstep: Class 16 contains 12214 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 11931 members 
Mstep: Class 19 contains 2350 members 
Mstep: Class 20 contains 5030 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339998.000000 Penalty: 45735.921875
Iteration 182Q: 23 clusters Score -2.134e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 11478 members 
Mstep: Class 3 contains 6606 members 
Mstep: Class 4 contains 4395 members 
Mstep: Class 5 contains 79021 members 
Mstep: Class 6 contains 6615 members 
Mstep: Class 7 contains 91033 members 
Mstep: Class 8 contains 22606 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45581 members 
Mstep: Class 11 contains 13331 members 
Mstep: Class 12 contains 8658 members 
Mstep: Class 13 contains 10356 members 
Mstep: Class 14 contains 3903 members 
Mstep: Class 15 contains 12340 members 
Mstep: Class 16 contains 12212 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 11926 members 
Mstep: Class 19 contains 2350 members 
Mstep: Class 20 contains 5029 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339996.000000 Penalty: 45735.921875
Iteration 183Q: 23 clusters Score -2.134e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 11474 members 
Mstep: Class 3 contains 6610 members 
Mstep: Class 4 contains 4395 members 
Mstep: Class 5 contains 79050 members 
Mstep: Class 6 contains 6617 members 
Mstep: Class 7 contains 90980 members 
Mstep: Class 8 contains 22616 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45612 members 
Mstep: Class 11 contains 13331 members 
Mstep: Class 12 contains 8658 members 
Mstep: Class 13 contains 10353 members 
Mstep: Class 14 contains 3903 members 
Mstep: Class 15 contains 12325 members 
Mstep: Class 16 contains 12212 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 11920 members 
Mstep: Class 19 contains 2354 members 
Mstep: Class 20 contains 5030 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339968.000000 Penalty: 45735.921875
Iteration 184Q: 23 clusters Score -2.133997e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 11476 members 
Mstep: Class 3 contains 6612 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 79064 members 
Mstep: Class 6 contains 6623 members 
Mstep: Class 7 contains 90926 members 
Mstep: Class 8 contains 22623 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45646 members 
Mstep: Class 11 contains 13329 members 
Mstep: Class 12 contains 8658 members 
Mstep: Class 13 contains 10350 members 
Mstep: Class 14 contains 3904 members 
Mstep: Class 15 contains 12325 members 
Mstep: Class 16 contains 12213 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 11909 members 
Mstep: Class 19 contains 2356 members 
Mstep: Class 20 contains 5031 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339998.000000 Penalty: 45735.921875
Iteration 185Q: 23 clusters Score -2.134e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 11478 members 
Mstep: Class 3 contains 6610 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 79081 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 90881 members 
Mstep: Class 8 contains 22630 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45680 members 
Mstep: Class 11 contains 13329 members 
Mstep: Class 12 contains 8659 members 
Mstep: Class 13 contains 10353 members 
Mstep: Class 14 contains 3905 members 
Mstep: Class 15 contains 12316 members 
Mstep: Class 16 contains 12211 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 11898 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 5031 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340024.000000 Penalty: 45735.921875
Iteration 186Q: 23 clusters Score -2.134002e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 11477 members 
Mstep: Class 3 contains 6611 members 
Mstep: Class 4 contains 4393 members 
Mstep: Class 5 contains 79120 members 
Mstep: Class 6 contains 6629 members 
Mstep: Class 7 contains 90831 members 
Mstep: Class 8 contains 22631 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45703 members 
Mstep: Class 11 contains 13330 members 
Mstep: Class 12 contains 8659 members 
Mstep: Class 13 contains 10348 members 
Mstep: Class 14 contains 3905 members 
Mstep: Class 15 contains 12312 members 
Mstep: Class 16 contains 12214 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 11887 members 
Mstep: Class 19 contains 2360 members 
Mstep: Class 20 contains 5030 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340040.000000 Penalty: 45735.921875
Iteration 187Q: 23 clusters Score -2.134004e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 11479 members 
Mstep: Class 3 contains 6615 members 
Mstep: Class 4 contains 4394 members 
Mstep: Class 5 contains 79155 members 
Mstep: Class 6 contains 6633 members 
Mstep: Class 7 contains 90740 members 
Mstep: Class 8 contains 22634 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45733 members 
Mstep: Class 11 contains 13329 members 
Mstep: Class 12 contains 8656 members 
Mstep: Class 13 contains 10346 members 
Mstep: Class 14 contains 3906 members 
Mstep: Class 15 contains 12341 members 
Mstep: Class 16 contains 12217 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 11873 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 5031 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340046.000000 Penalty: 45735.921875
Iteration 188Q: 23 clusters Score -2.134005e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 11482 members 
Mstep: Class 3 contains 6615 members 
Mstep: Class 4 contains 4395 members 
Mstep: Class 5 contains 79187 members 
Mstep: Class 6 contains 6635 members 
Mstep: Class 7 contains 90651 members 
Mstep: Class 8 contains 22635 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45769 members 
Mstep: Class 11 contains 13326 members 
Mstep: Class 12 contains 8651 members 
Mstep: Class 13 contains 10343 members 
Mstep: Class 14 contains 3907 members 
Mstep: Class 15 contains 12364 members 
Mstep: Class 16 contains 12215 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 11869 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 5035 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340054.000000 Penalty: 45735.921875
Iteration 189Q: 23 clusters Score -2.134005e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 11481 members 
Mstep: Class 3 contains 6615 members 
Mstep: Class 4 contains 4399 members 
Mstep: Class 5 contains 79213 members 
Mstep: Class 6 contains 6639 members 
Mstep: Class 7 contains 90562 members 
Mstep: Class 8 contains 22633 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45805 members 
Mstep: Class 11 contains 13325 members 
Mstep: Class 12 contains 8648 members 
Mstep: Class 13 contains 10337 members 
Mstep: Class 14 contains 3908 members 
Mstep: Class 15 contains 12404 members 
Mstep: Class 16 contains 12216 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 11855 members 
Mstep: Class 19 contains 2360 members 
Mstep: Class 20 contains 5036 members 
Mstep: Class 21 contains 2421 members 
Mstep: Class 22 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340028.000000 Penalty: 45735.921875
Iteration 190Q: 23 clusters Score -2.134003e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 11481 members 
Mstep: Class 3 contains 6616 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 5 contains 79231 members 
Mstep: Class 6 contains 6647 members 
Mstep: Class 7 contains 90466 members 
Mstep: Class 8 contains 22634 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45838 members 
Mstep: Class 11 contains 13321 members 
Mstep: Class 12 contains 8643 members 
Mstep: Class 13 contains 10336 members 
Mstep: Class 14 contains 3910 members 
Mstep: Class 15 contains 12453 members 
Mstep: Class 16 contains 12216 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 11847 members 
Mstep: Class 19 contains 2362 members 
Mstep: Class 20 contains 5037 members 
Mstep: Class 21 contains 2421 members 
Mstep: Class 22 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340002.000000 Penalty: 45735.921875
Iteration 191Q: 23 clusters Score -2.134e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 11484 members 
Mstep: Class 3 contains 6617 members 
Mstep: Class 4 contains 4402 members 
Mstep: Class 5 contains 79244 members 
Mstep: Class 6 contains 6654 members 
Mstep: Class 7 contains 90382 members 
Mstep: Class 8 contains 22629 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45876 members 
Mstep: Class 11 contains 13319 members 
Mstep: Class 12 contains 8640 members 
Mstep: Class 13 contains 10333 members 
Mstep: Class 14 contains 3912 members 
Mstep: Class 15 contains 12497 members 
Mstep: Class 16 contains 12213 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 11836 members 
Mstep: Class 19 contains 2363 members 
Mstep: Class 20 contains 5038 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340024.000000 Penalty: 45735.921875
Iteration 192Q: 23 clusters Score -2.134002e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 11482 members 
Mstep: Class 3 contains 6617 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 79275 members 
Mstep: Class 6 contains 6660 members 
Mstep: Class 7 contains 90289 members 
Mstep: Class 8 contains 22626 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45904 members 
Mstep: Class 11 contains 13320 members 
Mstep: Class 12 contains 8639 members 
Mstep: Class 13 contains 10332 members 
Mstep: Class 14 contains 3913 members 
Mstep: Class 15 contains 12537 members 
Mstep: Class 16 contains 12216 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 11824 members 
Mstep: Class 19 contains 2363 members 
Mstep: Class 20 contains 5038 members 
Mstep: Class 21 contains 2425 members 
Mstep: Class 22 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340064.000000 Penalty: 45735.921875
Iteration 193Q: 23 clusters Score -2.134006e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 11479 members 
Mstep: Class 3 contains 6618 members 
Mstep: Class 4 contains 4408 members 
Mstep: Class 5 contains 79326 members 
Mstep: Class 6 contains 6666 members 
Mstep: Class 7 contains 90195 members 
Mstep: Class 8 contains 22625 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45922 members 
Mstep: Class 11 contains 13321 members 
Mstep: Class 12 contains 8639 members 
Mstep: Class 13 contains 10332 members 
Mstep: Class 14 contains 3915 members 
Mstep: Class 15 contains 12564 members 
Mstep: Class 16 contains 12218 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 11814 members 
Mstep: Class 19 contains 2363 members 
Mstep: Class 20 contains 5039 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340014.000000 Penalty: 45735.921875
Iteration 194Q: 23 clusters Score -2.134001e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 11476 members 
Mstep: Class 3 contains 6617 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 79372 members 
Mstep: Class 6 contains 6672 members 
Mstep: Class 7 contains 90087 members 
Mstep: Class 8 contains 22623 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 45955 members 
Mstep: Class 11 contains 13322 members 
Mstep: Class 12 contains 8638 members 
Mstep: Class 13 contains 10329 members 
Mstep: Class 14 contains 3915 members 
Mstep: Class 15 contains 12606 members 
Mstep: Class 16 contains 12216 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 11805 members 
Mstep: Class 19 contains 2364 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340060.000000 Penalty: 45735.921875
Iteration 195Q: 23 clusters Score -2.134006e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 11475 members 
Mstep: Class 3 contains 6615 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 79419 members 
Mstep: Class 6 contains 6674 members 
Mstep: Class 7 contains 90001 members 
Mstep: Class 8 contains 22622 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46001 members 
Mstep: Class 11 contains 13321 members 
Mstep: Class 12 contains 8636 members 
Mstep: Class 13 contains 10323 members 
Mstep: Class 14 contains 3918 members 
Mstep: Class 15 contains 12628 members 
Mstep: Class 16 contains 12212 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 11788 members 
Mstep: Class 19 contains 2365 members 
Mstep: Class 20 contains 5042 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340082.000000 Penalty: 45735.921875
Iteration 196Q: 23 clusters Score -2.134008e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 11475 members 
Mstep: Class 3 contains 6612 members 
Mstep: Class 4 contains 4403 members 
Mstep: Class 5 contains 79459 members 
Mstep: Class 6 contains 6677 members 
Mstep: Class 7 contains 89937 members 
Mstep: Class 8 contains 22620 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46036 members 
Mstep: Class 11 contains 13319 members 
Mstep: Class 12 contains 8633 members 
Mstep: Class 13 contains 10315 members 
Mstep: Class 14 contains 3922 members 
Mstep: Class 15 contains 12638 members 
Mstep: Class 16 contains 12210 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 11785 members 
Mstep: Class 19 contains 2365 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 2428 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340124.000000 Penalty: 45735.921875
Iteration 197Q: 23 clusters Score -2.134012e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 11478 members 
Mstep: Class 3 contains 6614 members 
Mstep: Class 4 contains 4405 members 
Mstep: Class 5 contains 79490 members 
Mstep: Class 6 contains 6678 members 
Mstep: Class 7 contains 89855 members 
Mstep: Class 8 contains 22622 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46083 members 
Mstep: Class 11 contains 13318 members 
Mstep: Class 12 contains 8629 members 
Mstep: Class 13 contains 10306 members 
Mstep: Class 14 contains 3928 members 
Mstep: Class 15 contains 12654 members 
Mstep: Class 16 contains 12209 members 
Mstep: Class 17 contains 2621 members 
Mstep: Class 18 contains 11779 members 
Mstep: Class 19 contains 2363 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 2429 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340190.000000 Penalty: 45735.921875
Iteration 198Q: 23 clusters Score -2.134019e+07 nChanged 314
Entering ConstructFrom: 
Score: -21340190.000000 Penalty: 45735.921875
Entering ConstructFrom: 
Trying to split cluster 1 (5952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Entering Unmasked Estep 
Score: -351165.468750 Penalty: 1412.365967
	Iteration 0F: 2 clusters Score -351165.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -346581.843750 Penalty: 2824.731934
	Iteration 0F: 3 clusters Score -346581.8 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -348020.656250 Penalty: 2824.731934
	Iteration 1F: 3 clusters Score -348020.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -348344.593750 Penalty: 2824.731934
	Iteration 2F: 3 clusters Score -348344.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -348732.875000 Penalty: 2824.731934
	Iteration 3F: 3 clusters Score -348732.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -349153.250000 Penalty: 2824.731934
	Iteration 4F: 3 clusters Score -349153.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -349550.437500 Penalty: 2824.731934
	Iteration 5F: 3 clusters Score -349550.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -349843.656250 Penalty: 2824.731934
	Iteration 6F: 3 clusters Score -349843.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -350063.562500 Penalty: 2824.731934
	Iteration 7Q: 3 clusters Score -350063.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -350265.250000 Penalty: 2824.731934
	Iteration 8Q: 3 clusters Score -350265.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -350462.843750 Penalty: 2824.731934
	Iteration 9Q: 3 clusters Score -350462.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -350616.281250 Penalty: 2824.731934
	Iteration 10Q: 3 clusters Score -350616.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -350716.687500 Penalty: 2824.731934
	Iteration 11Q: 3 clusters Score -350716.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -350811.562500 Penalty: 2824.731934
	Iteration 12Q: 3 clusters Score -350811.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -350868.531250 Penalty: 2824.731934
	Iteration 13Q: 3 clusters Score -350868.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -350893.375000 Penalty: 2824.731934
	Iteration 14Q: 3 clusters Score -350893.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -350907.250000 Penalty: 2824.731934
	Iteration 15Q: 3 clusters Score -350907.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -350913.937500 Penalty: 2824.731934
	Iteration 16Q: 3 clusters Score -350913.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -350918.343750 Penalty: 2824.731934
	Iteration 17Q: 3 clusters Score -350918.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -350921.406250 Penalty: 2824.731934
	Iteration 18Q: 3 clusters Score -350921.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -350923.875000 Penalty: 2824.731934
	Iteration 19Q: 3 clusters Score -350923.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -350927.750000 Penalty: 2824.731934
	Iteration 20F: 3 clusters Score -350927.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -350931.500000 Penalty: 2824.731934
	Iteration 21Q: 3 clusters Score -350931.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -350934.968750 Penalty: 2824.731934
	Iteration 22Q: 3 clusters Score -350935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -350936.562500 Penalty: 2824.731934
	Iteration 23Q: 3 clusters Score -350936.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -350936.937500 Penalty: 2824.731934
	Iteration 24Q: 3 clusters Score -350936.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -350937.593750 Penalty: 2824.731934
	Iteration 25Q: 3 clusters Score -350937.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -350937.125000 Penalty: 2824.731934
	Iteration 26Q: 3 clusters Score -350937.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -350938.468750 Penalty: 2824.731934
	Iteration 27Q: 3 clusters Score -350938.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -350938.875000 Penalty: 2824.731934
	Iteration 28Q: 3 clusters Score -350938.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -350939.468750 Penalty: 2824.731934
	Iteration 29Q: 3 clusters Score -350939.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -350939.468750 Penalty: 2824.731934
	Iteration 30F: 3 clusters Score -350939.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Entering Unmasked Estep 
Score: -711285.437500 Penalty: 1519.094604
	Iteration 0F: 2 clusters Score -711285.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -703251.937500 Penalty: 3038.189209
	Iteration 0F: 3 clusters Score -703251.9 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -705887.937500 Penalty: 3038.189209
	Iteration 1F: 3 clusters Score -705887.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -706111.125000 Penalty: 3038.189209
	Iteration 2F: 3 clusters Score -706111.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -706291.187500 Penalty: 3038.189209
	Iteration 3Q: 3 clusters Score -706291.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -706456.187500 Penalty: 3038.189209
	Iteration 4Q: 3 clusters Score -706456.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -706648.375000 Penalty: 3038.189209
	Iteration 5Q: 3 clusters Score -706648.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -706906.437500 Penalty: 3038.189209
	Iteration 6Q: 3 clusters Score -706906.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -707210.750000 Penalty: 3038.189209
	Iteration 7Q: 3 clusters Score -707210.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -707566.875000 Penalty: 3038.189209
	Iteration 8Q: 3 clusters Score -707566.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -707979.375000 Penalty: 3038.189209
	Iteration 9F: 3 clusters Score -707979.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -708370.250000 Penalty: 3038.189209
	Iteration 10Q: 3 clusters Score -708370.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -708716.750000 Penalty: 3038.189209
	Iteration 11Q: 3 clusters Score -708716.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -709026.187500 Penalty: 3038.189209
	Iteration 12Q: 3 clusters Score -709026.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -709271.125000 Penalty: 3038.189209
	Iteration 13Q: 3 clusters Score -709271.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -709508.750000 Penalty: 3038.189209
	Iteration 14Q: 3 clusters Score -709508.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -709675.312500 Penalty: 3038.189209
	Iteration 15Q: 3 clusters Score -709675.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -709801.187500 Penalty: 3038.189209
	Iteration 16Q: 3 clusters Score -709801.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -709885.187500 Penalty: 3038.189209
	Iteration 17Q: 3 clusters Score -709885.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -709949.812500 Penalty: 3038.189209
	Iteration 18Q: 3 clusters Score -709949.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -709987.812500 Penalty: 3038.189209
	Iteration 19Q: 3 clusters Score -709987.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -710011.562500 Penalty: 3038.189209
	Iteration 20F: 3 clusters Score -710011.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -710025.062500 Penalty: 3038.189209
	Iteration 21Q: 3 clusters Score -710025.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -710035.312500 Penalty: 3038.189209
	Iteration 22Q: 3 clusters Score -710035.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -710039.000000 Penalty: 3038.189209
	Iteration 23Q: 3 clusters Score -710039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -710046.500000 Penalty: 3038.189209
	Iteration 24Q: 3 clusters Score -710046.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -710050.125000 Penalty: 3038.189209
	Iteration 25Q: 3 clusters Score -710050.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -710051.250000 Penalty: 3038.189209
	Iteration 26Q: 3 clusters Score -710051.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -710055.812500 Penalty: 3038.189209
	Iteration 27Q: 3 clusters Score -710055.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -710055.812500 Penalty: 3038.189209
	Iteration 28Q: 3 clusters Score -710055.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -710054.937500 Penalty: 3038.189209
	Iteration 29Q: 3 clusters Score -710054.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -710054.937500 Penalty: 3038.189209
	Iteration 30F: 3 clusters Score -710054.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Entering Unmasked Estep 
Score: -413702.218750 Penalty: 1429.577148
	Iteration 0F: 2 clusters Score -413702.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -408673.375000 Penalty: 2859.154297
	Iteration 0F: 3 clusters Score -408673.4 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -410251.593750 Penalty: 2859.154297
	Iteration 1F: 3 clusters Score -410251.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -410406.093750 Penalty: 2859.154297
	Iteration 2F: 3 clusters Score -410406.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -410513.843750 Penalty: 2859.154297
	Iteration 3Q: 3 clusters Score -410513.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -410586.875000 Penalty: 2859.154297
	Iteration 4Q: 3 clusters Score -410586.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -410642.250000 Penalty: 2859.154297
	Iteration 5Q: 3 clusters Score -410642.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -410680.031250 Penalty: 2859.154297
	Iteration 6Q: 3 clusters Score -410680 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -410712.281250 Penalty: 2859.154297
	Iteration 7Q: 3 clusters Score -410712.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -410747.281250 Penalty: 2859.154297
	Iteration 8Q: 3 clusters Score -410747.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -410790.000000 Penalty: 2859.154297
	Iteration 9Q: 3 clusters Score -410790 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -410842.125000 Penalty: 2859.154297
	Iteration 10Q: 3 clusters Score -410842.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -410901.750000 Penalty: 2859.154297
	Iteration 11Q: 3 clusters Score -410901.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -410965.000000 Penalty: 2859.154297
	Iteration 12Q: 3 clusters Score -410965 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -411040.218750 Penalty: 2859.154297
	Iteration 13Q: 3 clusters Score -411040.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -411141.437500 Penalty: 2859.154297
	Iteration 14Q: 3 clusters Score -411141.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -411275.718750 Penalty: 2859.154297
	Iteration 15Q: 3 clusters Score -411275.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -411442.468750 Penalty: 2859.154297
	Iteration 16Q: 3 clusters Score -411442.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -411625.968750 Penalty: 2859.154297
	Iteration 17Q: 3 clusters Score -411626 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -411796.281250 Penalty: 2859.154297
	Iteration 18Q: 3 clusters Score -411796.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -411966.031250 Penalty: 2859.154297
	Iteration 19Q: 3 clusters Score -411966 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -412097.281250 Penalty: 2859.154297
	Iteration 20F: 3 clusters Score -412097.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -412200.437500 Penalty: 2859.154297
	Iteration 21Q: 3 clusters Score -412200.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -412279.437500 Penalty: 2859.154297
	Iteration 22Q: 3 clusters Score -412279.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -412344.718750 Penalty: 2859.154297
	Iteration 23Q: 3 clusters Score -412344.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -412398.875000 Penalty: 2859.154297
	Iteration 24Q: 3 clusters Score -412398.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -412432.312500 Penalty: 2859.154297
	Iteration 25Q: 3 clusters Score -412432.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -412453.093750 Penalty: 2859.154297
	Iteration 26Q: 3 clusters Score -412453.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -412467.468750 Penalty: 2859.154297
	Iteration 27Q: 3 clusters Score -412467.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -412476.968750 Penalty: 2859.154297
	Iteration 28Q: 3 clusters Score -412477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -412490.031250 Penalty: 2859.154297
	Iteration 29Q: 3 clusters Score -412490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -412499.906250 Penalty: 2859.154297
	Iteration 30Q: 3 clusters Score -412499.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -412506.062500 Penalty: 2859.154297
	Iteration 31Q: 3 clusters Score -412506.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -412507.531250 Penalty: 2859.154297
	Iteration 32Q: 3 clusters Score -412507.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -412508.250000 Penalty: 2859.154297
	Iteration 33Q: 3 clusters Score -412508.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -412508.250000 Penalty: 2859.154297
	Iteration 34F: 3 clusters Score -412508.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Entering Unmasked Estep 
Score: -221368.640625 Penalty: 1363.418579
	Iteration 0F: 2 clusters Score -221368.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -217724.187500 Penalty: 2726.837158
	Iteration 0F: 3 clusters Score -217724.2 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -218852.265625 Penalty: 2726.837158
	Iteration 1F: 3 clusters Score -218852.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -219183.328125 Penalty: 2726.837158
	Iteration 2F: 3 clusters Score -219183.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -219427.937500 Penalty: 2726.837158
	Iteration 3F: 3 clusters Score -219427.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -219627.000000 Penalty: 2726.837158
	Iteration 4F: 3 clusters Score -219627 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -219807.453125 Penalty: 2726.837158
	Iteration 5F: 3 clusters Score -219807.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -219922.515625 Penalty: 2726.837158
	Iteration 6Q: 3 clusters Score -219922.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -220007.640625 Penalty: 2726.837158
	Iteration 7Q: 3 clusters Score -220007.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -220085.718750 Penalty: 2726.837158
	Iteration 8Q: 3 clusters Score -220085.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -220141.515625 Penalty: 2726.837158
	Iteration 9Q: 3 clusters Score -220141.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -220189.312500 Penalty: 2726.837158
	Iteration 10Q: 3 clusters Score -220189.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -220226.546875 Penalty: 2726.837158
	Iteration 11Q: 3 clusters Score -220226.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -220258.562500 Penalty: 2726.837158
	Iteration 12Q: 3 clusters Score -220258.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -220285.140625 Penalty: 2726.837158
	Iteration 13Q: 3 clusters Score -220285.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -220314.718750 Penalty: 2726.837158
	Iteration 14Q: 3 clusters Score -220314.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -220345.562500 Penalty: 2726.837158
	Iteration 15Q: 3 clusters Score -220345.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -220366.031250 Penalty: 2726.837158
	Iteration 16Q: 3 clusters Score -220366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -220379.390625 Penalty: 2726.837158
	Iteration 17Q: 3 clusters Score -220379.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -220392.406250 Penalty: 2726.837158
	Iteration 18Q: 3 clusters Score -220392.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -220402.453125 Penalty: 2726.837158
	Iteration 19Q: 3 clusters Score -220402.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -220408.140625 Penalty: 2726.837158
	Iteration 20F: 3 clusters Score -220408.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -220414.468750 Penalty: 2726.837158
	Iteration 21Q: 3 clusters Score -220414.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -220420.906250 Penalty: 2726.837158
	Iteration 22Q: 3 clusters Score -220420.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -220427.125000 Penalty: 2726.837158
	Iteration 23Q: 3 clusters Score -220427.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -220435.656250 Penalty: 2726.837158
	Iteration 24Q: 3 clusters Score -220435.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -220442.109375 Penalty: 2726.837158
	Iteration 25Q: 3 clusters Score -220442.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -220455.203125 Penalty: 2726.837158
	Iteration 26Q: 3 clusters Score -220455.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -220468.343750 Penalty: 2726.837158
	Iteration 27Q: 3 clusters Score -220468.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -220477.015625 Penalty: 2726.837158
	Iteration 28Q: 3 clusters Score -220477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -220485.734375 Penalty: 2726.837158
	Iteration 29Q: 3 clusters Score -220485.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -220496.156250 Penalty: 2726.837158
	Iteration 30Q: 3 clusters Score -220496.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -220503.359375 Penalty: 2726.837158
	Iteration 31Q: 3 clusters Score -220503.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -220506.171875 Penalty: 2726.837158
	Iteration 32Q: 3 clusters Score -220506.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -220509.093750 Penalty: 2726.837158
	Iteration 33Q: 3 clusters Score -220509.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -220512.296875 Penalty: 2726.837158
	Iteration 34Q: 3 clusters Score -220512.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -220515.281250 Penalty: 2726.837158
	Iteration 35Q: 3 clusters Score -220515.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -220515.843750 Penalty: 2726.837158
	Iteration 36Q: 3 clusters Score -220515.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -220517.453125 Penalty: 2726.837158
	Iteration 37Q: 3 clusters Score -220517.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -220517.796875 Penalty: 2726.837158
	Iteration 38Q: 3 clusters Score -220517.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -220517.968750 Penalty: 2726.837158
	Iteration 39Q: 3 clusters Score -220518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -220518.015625 Penalty: 2726.837158
	Iteration 40F: 3 clusters Score -220518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (79493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79493 members 
Entering Unmasked Estep 
Score: -5083633.000000 Penalty: 1833.556519
	Iteration 0F: 2 clusters Score -5083633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -5030324.500000 Penalty: 3667.113037
	Iteration 0F: 3 clusters Score -5030324 nChanged 37901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -5051829.500000 Penalty: 3667.113037
	Iteration 1F: 3 clusters Score -5051830 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -5052307.000000 Penalty: 3667.113037
	Iteration 2Q: 3 clusters Score -5052307 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -5052701.000000 Penalty: 3667.113037
	Iteration 3Q: 3 clusters Score -5052701 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -5053143.000000 Penalty: 3667.113037
	Iteration 4Q: 3 clusters Score -5053143 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -5053671.000000 Penalty: 3667.113037
	Iteration 5Q: 3 clusters Score -5053671 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -5054186.000000 Penalty: 3667.113037
	Iteration 6Q: 3 clusters Score -5054186 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -5054786.000000 Penalty: 3667.113037
	Iteration 7Q: 3 clusters Score -5054786 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -5055411.000000 Penalty: 3667.113037
	Iteration 8Q: 3 clusters Score -5055411 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -5056250.000000 Penalty: 3667.113037
	Iteration 9Q: 3 clusters Score -5056250 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -5057541.500000 Penalty: 3667.113037
	Iteration 10Q: 3 clusters Score -5057542 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -5059264.000000 Penalty: 3667.113037
	Iteration 11Q: 3 clusters Score -5059264 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -5061568.500000 Penalty: 3667.113037
	Iteration 12F: 3 clusters Score -5061568 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -5064617.500000 Penalty: 3667.113037
	Iteration 13F: 3 clusters Score -5064618 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60188 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -5068163.500000 Penalty: 3667.113037
	Iteration 14F: 3 clusters Score -5068164 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64303 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -5071538.000000 Penalty: 3667.113037
	Iteration 15F: 3 clusters Score -5071538 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67717 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -5074196.000000 Penalty: 3667.113037
	Iteration 16Q: 3 clusters Score -5074196 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70387 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -5076223.500000 Penalty: 3667.113037
	Iteration 17Q: 3 clusters Score -5076224 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72467 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -5077797.500000 Penalty: 3667.113037
	Iteration 18Q: 3 clusters Score -5077798 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74039 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -5078952.000000 Penalty: 3667.113037
	Iteration 19Q: 3 clusters Score -5078952 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75293 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -5079837.500000 Penalty: 3667.113037
	Iteration 20F: 3 clusters Score -5079838 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -5080564.500000 Penalty: 3667.113037
	Iteration 21Q: 3 clusters Score -5080564 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77028 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -5081176.000000 Penalty: 3667.113037
	Iteration 22Q: 3 clusters Score -5081176 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77540 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5081593.500000 Penalty: 3667.113037
	Iteration 23Q: 3 clusters Score -5081594 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77849 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5081831.000000 Penalty: 3667.113037
	Iteration 24Q: 3 clusters Score -5081831 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78063 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5081977.500000 Penalty: 3667.113037
	Iteration 25Q: 3 clusters Score -5081978 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78201 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5082069.000000 Penalty: 3667.113037
	Iteration 26Q: 3 clusters Score -5082069 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78305 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5082125.000000 Penalty: 3667.113037
	Iteration 27Q: 3 clusters Score -5082125 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78368 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5082158.000000 Penalty: 3667.113037
	Iteration 28Q: 3 clusters Score -5082158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78403 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5082166.000000 Penalty: 3667.113037
	Iteration 29Q: 3 clusters Score -5082166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78434 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5082186.500000 Penalty: 3667.113037
	Iteration 30Q: 3 clusters Score -5082186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78449 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5082195.000000 Penalty: 3667.113037
	Iteration 31Q: 3 clusters Score -5082195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78467 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5082194.500000 Penalty: 3667.113037
	Iteration 32Q: 3 clusters Score -5082194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78478 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5082196.500000 Penalty: 3667.113037
	Iteration 33Q: 3 clusters Score -5082196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78487 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5082211.500000 Penalty: 3667.113037
	Iteration 34Q: 3 clusters Score -5082212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78492 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5082209.500000 Penalty: 3667.113037
	Iteration 35Q: 3 clusters Score -5082210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78503 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5082214.000000 Penalty: 3667.113037
	Iteration 36Q: 3 clusters Score -5082214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78508 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -5082217.500000 Penalty: 3667.113037
	Iteration 37Q: 3 clusters Score -5082218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78511 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5082220.500000 Penalty: 3667.113037
	Iteration 38Q: 3 clusters Score -5082220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78522 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5082223.500000 Penalty: 3667.113037
	Iteration 39Q: 3 clusters Score -5082224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78530 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5082225.000000 Penalty: 3667.113037
	Iteration 40F: 3 clusters Score -5082225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78534 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5082226.000000 Penalty: 3667.113037
	Iteration 41Q: 3 clusters Score -5082226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78536 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5082227.500000 Penalty: 3667.113037
	Iteration 42Q: 3 clusters Score -5082228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78536 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5082227.500000 Penalty: 3667.113037
	Iteration 43F: 3 clusters Score -5082228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Entering Unmasked Estep 
Score: -444380.687500 Penalty: 1431.189941
	Iteration 0F: 2 clusters Score -444380.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -439313.406250 Penalty: 2862.379883
	Iteration 0F: 3 clusters Score -439313.4 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -440790.468750 Penalty: 2862.379883
	Iteration 1F: 3 clusters Score -440790.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -440975.187500 Penalty: 2862.379883
	Iteration 2F: 3 clusters Score -440975.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -441148.718750 Penalty: 2862.379883
	Iteration 3Q: 3 clusters Score -441148.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -441315.500000 Penalty: 2862.379883
	Iteration 4Q: 3 clusters Score -441315.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -441431.218750 Penalty: 2862.379883
	Iteration 5Q: 3 clusters Score -441431.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -441527.125000 Penalty: 2862.379883
	Iteration 6Q: 3 clusters Score -441527.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -441627.812500 Penalty: 2862.379883
	Iteration 7Q: 3 clusters Score -441627.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -441740.875000 Penalty: 2862.379883
	Iteration 8Q: 3 clusters Score -441740.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -441878.406250 Penalty: 2862.379883
	Iteration 9Q: 3 clusters Score -441878.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -442016.312500 Penalty: 2862.379883
	Iteration 10Q: 3 clusters Score -442016.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -442137.750000 Penalty: 2862.379883
	Iteration 11Q: 3 clusters Score -442137.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -442275.312500 Penalty: 2862.379883
	Iteration 12Q: 3 clusters Score -442275.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -442397.187500 Penalty: 2862.379883
	Iteration 13Q: 3 clusters Score -442397.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -442497.625000 Penalty: 2862.379883
	Iteration 14Q: 3 clusters Score -442497.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -442587.625000 Penalty: 2862.379883
	Iteration 15Q: 3 clusters Score -442587.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -442668.500000 Penalty: 2862.379883
	Iteration 16Q: 3 clusters Score -442668.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -442728.875000 Penalty: 2862.379883
	Iteration 17Q: 3 clusters Score -442728.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -442775.656250 Penalty: 2862.379883
	Iteration 18Q: 3 clusters Score -442775.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -442808.656250 Penalty: 2862.379883
	Iteration 19Q: 3 clusters Score -442808.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -442830.781250 Penalty: 2862.379883
	Iteration 20F: 3 clusters Score -442830.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -442846.750000 Penalty: 2862.379883
	Iteration 21Q: 3 clusters Score -442846.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -442864.281250 Penalty: 2862.379883
	Iteration 22Q: 3 clusters Score -442864.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -442884.906250 Penalty: 2862.379883
	Iteration 23Q: 3 clusters Score -442884.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -442907.281250 Penalty: 2862.379883
	Iteration 24Q: 3 clusters Score -442907.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -442932.250000 Penalty: 2862.379883
	Iteration 25Q: 3 clusters Score -442932.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -442954.312500 Penalty: 2862.379883
	Iteration 26Q: 3 clusters Score -442954.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -442972.281250 Penalty: 2862.379883
	Iteration 27Q: 3 clusters Score -442972.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -442997.500000 Penalty: 2862.379883
	Iteration 28Q: 3 clusters Score -442997.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -443021.656250 Penalty: 2862.379883
	Iteration 29Q: 3 clusters Score -443021.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -443047.750000 Penalty: 2862.379883
	Iteration 30Q: 3 clusters Score -443047.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -443073.937500 Penalty: 2862.379883
	Iteration 31Q: 3 clusters Score -443073.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -443100.375000 Penalty: 2862.379883
	Iteration 32Q: 3 clusters Score -443100.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -443121.218750 Penalty: 2862.379883
	Iteration 33Q: 3 clusters Score -443121.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -443139.625000 Penalty: 2862.379883
	Iteration 34Q: 3 clusters Score -443139.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -443151.375000 Penalty: 2862.379883
	Iteration 35Q: 3 clusters Score -443151.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -443162.718750 Penalty: 2862.379883
	Iteration 36Q: 3 clusters Score -443162.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -443169.468750 Penalty: 2862.379883
	Iteration 37Q: 3 clusters Score -443169.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -443173.281250 Penalty: 2862.379883
	Iteration 38Q: 3 clusters Score -443173.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -443177.781250 Penalty: 2862.379883
	Iteration 39Q: 3 clusters Score -443177.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -443181.437500 Penalty: 2862.379883
	Iteration 40F: 3 clusters Score -443181.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -443186.812500 Penalty: 2862.379883
	Iteration 41Q: 3 clusters Score -443186.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -443192.156250 Penalty: 2862.379883
	Iteration 42Q: 3 clusters Score -443192.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -443196.218750 Penalty: 2862.379883
	Iteration 43Q: 3 clusters Score -443196.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -443201.343750 Penalty: 2862.379883
	Iteration 44Q: 3 clusters Score -443201.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -443206.312500 Penalty: 2862.379883
	Iteration 45Q: 3 clusters Score -443206.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -443209.906250 Penalty: 2862.379883
	Iteration 46Q: 3 clusters Score -443209.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -443219.156250 Penalty: 2862.379883
	Iteration 47Q: 3 clusters Score -443219.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -443226.000000 Penalty: 2862.379883
	Iteration 48Q: 3 clusters Score -443226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -443233.468750 Penalty: 2862.379883
	Iteration 49Q: 3 clusters Score -443233.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -443242.406250 Penalty: 2862.379883
	Iteration 50Q: 3 clusters Score -443242.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -443250.593750 Penalty: 2862.379883
	Iteration 51Q: 3 clusters Score -443250.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -443260.531250 Penalty: 2862.379883
	Iteration 52Q: 3 clusters Score -443260.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -443266.406250 Penalty: 2862.379883
	Iteration 53Q: 3 clusters Score -443266.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -443270.312500 Penalty: 2862.379883
	Iteration 54Q: 3 clusters Score -443270.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -443275.312500 Penalty: 2862.379883
	Iteration 55Q: 3 clusters Score -443275.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -443282.781250 Penalty: 2862.379883
	Iteration 56Q: 3 clusters Score -443282.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -443289.000000 Penalty: 2862.379883
	Iteration 57Q: 3 clusters Score -443289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -443294.531250 Penalty: 2862.379883
	Iteration 58Q: 3 clusters Score -443294.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -443300.750000 Penalty: 2862.379883
	Iteration 59Q: 3 clusters Score -443300.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -443306.437500 Penalty: 2862.379883
	Iteration 60F: 3 clusters Score -443306.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -443314.093750 Penalty: 2862.379883
	Iteration 61Q: 3 clusters Score -443314.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -443323.093750 Penalty: 2862.379883
	Iteration 62Q: 3 clusters Score -443323.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -443331.156250 Penalty: 2862.379883
	Iteration 63Q: 3 clusters Score -443331.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -443338.781250 Penalty: 2862.379883
	Iteration 64Q: 3 clusters Score -443338.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -443345.406250 Penalty: 2862.379883
	Iteration 65Q: 3 clusters Score -443345.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -443352.781250 Penalty: 2862.379883
	Iteration 66Q: 3 clusters Score -443352.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -443355.093750 Penalty: 2862.379883
	Iteration 67Q: 3 clusters Score -443355.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -443357.625000 Penalty: 2862.379883
	Iteration 68Q: 3 clusters Score -443357.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -443357.937500 Penalty: 2862.379883
	Iteration 69Q: 3 clusters Score -443357.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -443358.906250 Penalty: 2862.379883
	Iteration 70Q: 3 clusters Score -443358.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -443358.750000 Penalty: 2862.379883
	Iteration 71Q: 3 clusters Score -443358.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -443358.750000 Penalty: 2862.379883
	Iteration 72F: 3 clusters Score -443358.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (89782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89782 members 
Entering Unmasked Estep 
Score: -5496000.500000 Penalty: 1853.335205
	Iteration 0F: 2 clusters Score -5496000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -5435928.000000 Penalty: 3706.670410
	Iteration 0F: 3 clusters Score -5435928 nChanged 42885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -5461259.000000 Penalty: 3706.670410
	Iteration 1F: 3 clusters Score -5461259 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -5462257.500000 Penalty: 3706.670410
	Iteration 2Q: 3 clusters Score -5462258 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -5463528.000000 Penalty: 3706.670410
	Iteration 3Q: 3 clusters Score -5463528 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55801 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -5465571.000000 Penalty: 3706.670410
	Iteration 4Q: 3 clusters Score -5465571 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60881 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -5468837.000000 Penalty: 3706.670410
	Iteration 5F: 3 clusters Score -5468837 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67332 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -5473746.500000 Penalty: 3706.670410
	Iteration 6F: 3 clusters Score -5473746 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74566 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -5480059.500000 Penalty: 3706.670410
	Iteration 7F: 3 clusters Score -5480060 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81156 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -5486353.000000 Penalty: 3706.670410
	Iteration 8F: 3 clusters Score -5486353 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85743 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -5490738.000000 Penalty: 3706.670410
	Iteration 9F: 3 clusters Score -5490738 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88124 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5492932.000000 Penalty: 3706.670410
	Iteration 10Q: 3 clusters Score -5492932 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89076 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5493744.500000 Penalty: 3706.670410
	Iteration 11Q: 3 clusters Score -5493744 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89427 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5494058.000000 Penalty: 3706.670410
	Iteration 12Q: 3 clusters Score -5494058 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89529 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5494186.000000 Penalty: 3706.670410
	Iteration 13Q: 3 clusters Score -5494186 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89573 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5494237.000000 Penalty: 3706.670410
	Iteration 14Q: 3 clusters Score -5494237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89598 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5494275.500000 Penalty: 3706.670410
	Iteration 15Q: 3 clusters Score -5494276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89607 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -5494293.500000 Penalty: 3706.670410
	Iteration 16Q: 3 clusters Score -5494294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89616 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -5494316.000000 Penalty: 3706.670410
	Iteration 17Q: 3 clusters Score -5494316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89621 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -5494320.500000 Penalty: 3706.670410
	Iteration 18Q: 3 clusters Score -5494320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89624 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -5494336.500000 Penalty: 3706.670410
	Iteration 19Q: 3 clusters Score -5494336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89625 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5494335.500000 Penalty: 3706.670410
	Iteration 20F: 3 clusters Score -5494336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89626 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -5494336.500000 Penalty: 3706.670410
	Iteration 21Q: 3 clusters Score -5494336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89626 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -5494336.500000 Penalty: 3706.670410
	Iteration 22F: 3 clusters Score -5494336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Entering Unmasked Estep 
Score: -1410462.625000 Penalty: 1629.328003
	Iteration 0F: 2 clusters Score -1410463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1395197.250000 Penalty: 3258.656006
	Iteration 0F: 3 clusters Score -1395197 nChanged 10237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1400643.500000 Penalty: 3258.656006
	Iteration 1F: 3 clusters Score -1400644 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1400985.750000 Penalty: 3258.656006
	Iteration 2Q: 3 clusters Score -1400986 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1401264.625000 Penalty: 3258.656006
	Iteration 3Q: 3 clusters Score -1401265 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1401539.125000 Penalty: 3258.656006
	Iteration 4Q: 3 clusters Score -1401539 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1401794.000000 Penalty: 3258.656006
	Iteration 5Q: 3 clusters Score -1401794 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1402078.625000 Penalty: 3258.656006
	Iteration 6Q: 3 clusters Score -1402079 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1402421.375000 Penalty: 3258.656006
	Iteration 7Q: 3 clusters Score -1402421 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1402847.750000 Penalty: 3258.656006
	Iteration 8Q: 3 clusters Score -1402848 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1403454.625000 Penalty: 3258.656006
	Iteration 9Q: 3 clusters Score -1403455 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1404269.500000 Penalty: 3258.656006
	Iteration 10F: 3 clusters Score -1404270 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1405198.875000 Penalty: 3258.656006
	Iteration 11F: 3 clusters Score -1405199 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1406115.875000 Penalty: 3258.656006
	Iteration 12F: 3 clusters Score -1406116 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1406924.625000 Penalty: 3258.656006
	Iteration 13Q: 3 clusters Score -1406925 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1407557.750000 Penalty: 3258.656006
	Iteration 14Q: 3 clusters Score -1407558 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1408045.625000 Penalty: 3258.656006
	Iteration 15Q: 3 clusters Score -1408046 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1408406.875000 Penalty: 3258.656006
	Iteration 16Q: 3 clusters Score -1408407 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1408655.500000 Penalty: 3258.656006
	Iteration 17Q: 3 clusters Score -1408656 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1408793.500000 Penalty: 3258.656006
	Iteration 18Q: 3 clusters Score -1408794 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1408872.125000 Penalty: 3258.656006
	Iteration 19Q: 3 clusters Score -1408872 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1408915.750000 Penalty: 3258.656006
	Iteration 20F: 3 clusters Score -1408916 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1408955.875000 Penalty: 3258.656006
	Iteration 21Q: 3 clusters Score -1408956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1408994.750000 Penalty: 3258.656006
	Iteration 22Q: 3 clusters Score -1408995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1409007.250000 Penalty: 3258.656006
	Iteration 23Q: 3 clusters Score -1409007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1409013.750000 Penalty: 3258.656006
	Iteration 24Q: 3 clusters Score -1409014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1409016.625000 Penalty: 3258.656006
	Iteration 25Q: 3 clusters Score -1409017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1409023.375000 Penalty: 3258.656006
	Iteration 26Q: 3 clusters Score -1409023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1409029.000000 Penalty: 3258.656006
	Iteration 27Q: 3 clusters Score -1409029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1409031.875000 Penalty: 3258.656006
	Iteration 28Q: 3 clusters Score -1409032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1409034.000000 Penalty: 3258.656006
	Iteration 29Q: 3 clusters Score -1409034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1409035.375000 Penalty: 3258.656006
	Iteration 30Q: 3 clusters Score -1409035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1409038.625000 Penalty: 3258.656006
	Iteration 31Q: 3 clusters Score -1409039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1409038.625000 Penalty: 3258.656006
	Iteration 32F: 3 clusters Score -1409039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -7558.670898 Penalty: 823.696960
	Iteration 0F: 2 clusters Score -7558.671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6901.185547 Penalty: 1647.393921
	Iteration 0F: 3 clusters Score -6901.186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6934.567871 Penalty: 1647.393921
	Iteration 1F: 3 clusters Score -6934.568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6952.784668 Penalty: 1647.393921
	Iteration 2Q: 3 clusters Score -6952.785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6952.784668 Penalty: 1647.393921
	Iteration 3F: 3 clusters Score -6952.785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Entering Unmasked Estep 
Score: -2839269.500000 Penalty: 1745.126587
	Iteration 0F: 2 clusters Score -2839270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -2808362.750000 Penalty: 3490.253174
	Iteration 0F: 3 clusters Score -2808363 nChanged 21713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -2820388.750000 Penalty: 3490.253174
	Iteration 1F: 3 clusters Score -2820389 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -2820759.500000 Penalty: 3490.253174
	Iteration 2Q: 3 clusters Score -2820760 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -2821064.000000 Penalty: 3490.253174
	Iteration 3Q: 3 clusters Score -2821064 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -2821333.250000 Penalty: 3490.253174
	Iteration 4Q: 3 clusters Score -2821333 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -2821590.250000 Penalty: 3490.253174
	Iteration 5Q: 3 clusters Score -2821590 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -2821852.250000 Penalty: 3490.253174
	Iteration 6Q: 3 clusters Score -2821852 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -2822132.500000 Penalty: 3490.253174
	Iteration 7Q: 3 clusters Score -2822132 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -2822493.000000 Penalty: 3490.253174
	Iteration 8Q: 3 clusters Score -2822493 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -2822925.750000 Penalty: 3490.253174
	Iteration 9Q: 3 clusters Score -2822926 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2823470.000000 Penalty: 3490.253174
	Iteration 10Q: 3 clusters Score -2823470 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2824185.750000 Penalty: 3490.253174
	Iteration 11Q: 3 clusters Score -2824186 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2825117.250000 Penalty: 3490.253174
	Iteration 12Q: 3 clusters Score -2825117 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2826354.750000 Penalty: 3490.253174
	Iteration 13Q: 3 clusters Score -2826355 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2827729.250000 Penalty: 3490.253174
	Iteration 14Q: 3 clusters Score -2827729 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2829134.750000 Penalty: 3490.253174
	Iteration 15Q: 3 clusters Score -2829135 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2830402.250000 Penalty: 3490.253174
	Iteration 16Q: 3 clusters Score -2830402 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2831377.000000 Penalty: 3490.253174
	Iteration 17Q: 3 clusters Score -2831377 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2832056.500000 Penalty: 3490.253174
	Iteration 18Q: 3 clusters Score -2832056 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2832551.500000 Penalty: 3490.253174
	Iteration 19Q: 3 clusters Score -2832552 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2832893.000000 Penalty: 3490.253174
	Iteration 20F: 3 clusters Score -2832893 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2833241.000000 Penalty: 3490.253174
	Iteration 21Q: 3 clusters Score -2833241 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2833560.250000 Penalty: 3490.253174
	Iteration 22Q: 3 clusters Score -2833560 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2833890.000000 Penalty: 3490.253174
	Iteration 23Q: 3 clusters Score -2833890 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2834175.250000 Penalty: 3490.253174
	Iteration 24Q: 3 clusters Score -2834175 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2834546.750000 Penalty: 3490.253174
	Iteration 25Q: 3 clusters Score -2834547 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2834902.750000 Penalty: 3490.253174
	Iteration 26Q: 3 clusters Score -2834903 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2835241.250000 Penalty: 3490.253174
	Iteration 27Q: 3 clusters Score -2835241 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2835547.250000 Penalty: 3490.253174
	Iteration 28Q: 3 clusters Score -2835547 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2835807.000000 Penalty: 3490.253174
	Iteration 29Q: 3 clusters Score -2835807 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2836089.000000 Penalty: 3490.253174
	Iteration 30Q: 3 clusters Score -2836089 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2836355.250000 Penalty: 3490.253174
	Iteration 31Q: 3 clusters Score -2836355 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2836573.500000 Penalty: 3490.253174
	Iteration 32Q: 3 clusters Score -2836574 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2836756.750000 Penalty: 3490.253174
	Iteration 33Q: 3 clusters Score -2836757 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2836950.500000 Penalty: 3490.253174
	Iteration 34Q: 3 clusters Score -2836950 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2837105.000000 Penalty: 3490.253174
	Iteration 35Q: 3 clusters Score -2837105 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2837254.500000 Penalty: 3490.253174
	Iteration 36Q: 3 clusters Score -2837254 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2837380.500000 Penalty: 3490.253174
	Iteration 37Q: 3 clusters Score -2837380 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2837459.500000 Penalty: 3490.253174
	Iteration 38Q: 3 clusters Score -2837460 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2837509.500000 Penalty: 3490.253174
	Iteration 39Q: 3 clusters Score -2837510 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2837559.250000 Penalty: 3490.253174
	Iteration 40F: 3 clusters Score -2837559 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2837586.750000 Penalty: 3490.253174
	Iteration 41Q: 3 clusters Score -2837587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2837603.250000 Penalty: 3490.253174
	Iteration 42Q: 3 clusters Score -2837603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2837624.500000 Penalty: 3490.253174
	Iteration 43Q: 3 clusters Score -2837624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2837638.000000 Penalty: 3490.253174
	Iteration 44Q: 3 clusters Score -2837638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2837654.750000 Penalty: 3490.253174
	Iteration 45Q: 3 clusters Score -2837655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2837662.000000 Penalty: 3490.253174
	Iteration 46Q: 3 clusters Score -2837662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2837670.750000 Penalty: 3490.253174
	Iteration 47Q: 3 clusters Score -2837671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2837673.000000 Penalty: 3490.253174
	Iteration 48Q: 3 clusters Score -2837673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2837681.000000 Penalty: 3490.253174
	Iteration 49Q: 3 clusters Score -2837681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2837689.000000 Penalty: 3490.253174
	Iteration 50Q: 3 clusters Score -2837689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2837695.250000 Penalty: 3490.253174
	Iteration 51Q: 3 clusters Score -2837695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2837699.750000 Penalty: 3490.253174
	Iteration 52Q: 3 clusters Score -2837700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2837702.000000 Penalty: 3490.253174
	Iteration 53Q: 3 clusters Score -2837702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2837704.000000 Penalty: 3490.253174
	Iteration 54Q: 3 clusters Score -2837704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2837701.500000 Penalty: 3490.253174
	Iteration 55Q: 3 clusters Score -2837702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2837710.000000 Penalty: 3490.253174
	Iteration 56Q: 3 clusters Score -2837710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45750 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2837715.500000 Penalty: 3490.253174
	Iteration 57Q: 3 clusters Score -2837716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2837721.500000 Penalty: 3490.253174
	Iteration 58Q: 3 clusters Score -2837722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2837724.250000 Penalty: 3490.253174
	Iteration 59Q: 3 clusters Score -2837724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2837727.250000 Penalty: 3490.253174
	Iteration 60F: 3 clusters Score -2837727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2837730.250000 Penalty: 3490.253174
	Iteration 61Q: 3 clusters Score -2837730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2837729.000000 Penalty: 3490.253174
	Iteration 62Q: 3 clusters Score -2837729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2837731.000000 Penalty: 3490.253174
	Iteration 63Q: 3 clusters Score -2837731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2837736.750000 Penalty: 3490.253174
	Iteration 64Q: 3 clusters Score -2837737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2837738.000000 Penalty: 3490.253174
	Iteration 65Q: 3 clusters Score -2837738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2837741.500000 Penalty: 3490.253174
	Iteration 66Q: 3 clusters Score -2837742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2837742.750000 Penalty: 3490.253174
	Iteration 67Q: 3 clusters Score -2837743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2837743.250000 Penalty: 3490.253174
	Iteration 68Q: 3 clusters Score -2837743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2837743.250000 Penalty: 3490.253174
	Iteration 69F: 3 clusters Score -2837743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Entering Unmasked Estep 
Score: -800554.000000 Penalty: 1543.217163
	Iteration 0F: 2 clusters Score -800554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -791297.750000 Penalty: 3086.434326
	Iteration 0F: 3 clusters Score -791297.8 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -794547.312500 Penalty: 3086.434326
	Iteration 1F: 3 clusters Score -794547.3 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -794935.062500 Penalty: 3086.434326
	Iteration 2F: 3 clusters Score -794935.1 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -795290.312500 Penalty: 3086.434326
	Iteration 3F: 3 clusters Score -795290.3 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -795567.062500 Penalty: 3086.434326
	Iteration 4Q: 3 clusters Score -795567.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -795808.062500 Penalty: 3086.434326
	Iteration 5Q: 3 clusters Score -795808.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -796012.750000 Penalty: 3086.434326
	Iteration 6Q: 3 clusters Score -796012.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -796215.937500 Penalty: 3086.434326
	Iteration 7Q: 3 clusters Score -796215.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -796442.500000 Penalty: 3086.434326
	Iteration 8Q: 3 clusters Score -796442.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -796732.125000 Penalty: 3086.434326
	Iteration 9Q: 3 clusters Score -796732.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -797116.312500 Penalty: 3086.434326
	Iteration 10Q: 3 clusters Score -797116.3 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -797566.500000 Penalty: 3086.434326
	Iteration 11Q: 3 clusters Score -797566.5 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -797946.625000 Penalty: 3086.434326
	Iteration 12Q: 3 clusters Score -797946.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -798169.687500 Penalty: 3086.434326
	Iteration 13Q: 3 clusters Score -798169.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -798296.625000 Penalty: 3086.434326
	Iteration 14Q: 3 clusters Score -798296.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -798373.875000 Penalty: 3086.434326
	Iteration 15Q: 3 clusters Score -798373.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -798431.625000 Penalty: 3086.434326
	Iteration 16Q: 3 clusters Score -798431.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -798482.000000 Penalty: 3086.434326
	Iteration 17Q: 3 clusters Score -798482 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -798533.375000 Penalty: 3086.434326
	Iteration 18Q: 3 clusters Score -798533.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -798574.750000 Penalty: 3086.434326
	Iteration 19Q: 3 clusters Score -798574.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -798614.625000 Penalty: 3086.434326
	Iteration 20F: 3 clusters Score -798614.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -798646.875000 Penalty: 3086.434326
	Iteration 21Q: 3 clusters Score -798646.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -798682.687500 Penalty: 3086.434326
	Iteration 22Q: 3 clusters Score -798682.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -798708.250000 Penalty: 3086.434326
	Iteration 23Q: 3 clusters Score -798708.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -798733.687500 Penalty: 3086.434326
	Iteration 24Q: 3 clusters Score -798733.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -798756.125000 Penalty: 3086.434326
	Iteration 25Q: 3 clusters Score -798756.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -798776.437500 Penalty: 3086.434326
	Iteration 26Q: 3 clusters Score -798776.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -798798.187500 Penalty: 3086.434326
	Iteration 27Q: 3 clusters Score -798798.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -798825.375000 Penalty: 3086.434326
	Iteration 28Q: 3 clusters Score -798825.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -798854.625000 Penalty: 3086.434326
	Iteration 29Q: 3 clusters Score -798854.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -798875.000000 Penalty: 3086.434326
	Iteration 30Q: 3 clusters Score -798875 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -798900.562500 Penalty: 3086.434326
	Iteration 31Q: 3 clusters Score -798900.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -798917.812500 Penalty: 3086.434326
	Iteration 32Q: 3 clusters Score -798917.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -798934.125000 Penalty: 3086.434326
	Iteration 33Q: 3 clusters Score -798934.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -798951.500000 Penalty: 3086.434326
	Iteration 34Q: 3 clusters Score -798951.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -798960.250000 Penalty: 3086.434326
	Iteration 35Q: 3 clusters Score -798960.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -798964.937500 Penalty: 3086.434326
	Iteration 36Q: 3 clusters Score -798964.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -798971.625000 Penalty: 3086.434326
	Iteration 37Q: 3 clusters Score -798971.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -798978.625000 Penalty: 3086.434326
	Iteration 38Q: 3 clusters Score -798978.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -798984.937500 Penalty: 3086.434326
	Iteration 39Q: 3 clusters Score -798984.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -798989.937500 Penalty: 3086.434326
	Iteration 40F: 3 clusters Score -798989.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -798993.812500 Penalty: 3086.434326
	Iteration 41Q: 3 clusters Score -798993.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -798994.375000 Penalty: 3086.434326
	Iteration 42Q: 3 clusters Score -798994.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -798998.500000 Penalty: 3086.434326
	Iteration 43Q: 3 clusters Score -798998.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -798998.250000 Penalty: 3086.434326
	Iteration 44Q: 3 clusters Score -798998.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -799001.562500 Penalty: 3086.434326
	Iteration 45Q: 3 clusters Score -799001.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -799003.812500 Penalty: 3086.434326
	Iteration 46Q: 3 clusters Score -799003.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -799005.125000 Penalty: 3086.434326
	Iteration 47Q: 3 clusters Score -799005.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -799009.250000 Penalty: 3086.434326
	Iteration 48Q: 3 clusters Score -799009.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -799010.250000 Penalty: 3086.434326
	Iteration 49Q: 3 clusters Score -799010.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -799011.625000 Penalty: 3086.434326
	Iteration 50Q: 3 clusters Score -799011.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -799012.750000 Penalty: 3086.434326
	Iteration 51Q: 3 clusters Score -799012.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -799017.250000 Penalty: 3086.434326
	Iteration 52Q: 3 clusters Score -799017.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -799017.062500 Penalty: 3086.434326
	Iteration 53Q: 3 clusters Score -799017.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -799016.875000 Penalty: 3086.434326
	Iteration 54Q: 3 clusters Score -799016.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -799019.375000 Penalty: 3086.434326
	Iteration 55Q: 3 clusters Score -799019.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -799018.375000 Penalty: 3086.434326
	Iteration 56Q: 3 clusters Score -799018.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -799021.062500 Penalty: 3086.434326
	Iteration 57Q: 3 clusters Score -799021.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -799019.687500 Penalty: 3086.434326
	Iteration 58Q: 3 clusters Score -799019.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -799022.000000 Penalty: 3086.434326
	Iteration 59Q: 3 clusters Score -799022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -799023.250000 Penalty: 3086.434326
	Iteration 60F: 3 clusters Score -799023.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -799024.625000 Penalty: 3086.434326
	Iteration 61Q: 3 clusters Score -799024.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -799024.687500 Penalty: 3086.434326
	Iteration 62Q: 3 clusters Score -799024.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -799025.312500 Penalty: 3086.434326
	Iteration 63Q: 3 clusters Score -799025.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -799027.937500 Penalty: 3086.434326
	Iteration 64Q: 3 clusters Score -799027.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -799029.062500 Penalty: 3086.434326
	Iteration 65Q: 3 clusters Score -799029.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -799029.500000 Penalty: 3086.434326
	Iteration 66Q: 3 clusters Score -799029.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -799029.375000 Penalty: 3086.434326
	Iteration 67Q: 3 clusters Score -799029.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -799029.937500 Penalty: 3086.434326
	Iteration 68Q: 3 clusters Score -799029.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -799030.500000 Penalty: 3086.434326
	Iteration 69Q: 3 clusters Score -799030.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -799029.625000 Penalty: 3086.434326
	Iteration 70Q: 3 clusters Score -799029.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -799032.187500 Penalty: 3086.434326
	Iteration 71Q: 3 clusters Score -799032.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -799032.875000 Penalty: 3086.434326
	Iteration 72Q: 3 clusters Score -799032.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -799034.562500 Penalty: 3086.434326
	Iteration 73Q: 3 clusters Score -799034.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -799034.250000 Penalty: 3086.434326
	Iteration 74Q: 3 clusters Score -799034.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -799034.187500 Penalty: 3086.434326
	Iteration 75Q: 3 clusters Score -799034.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -799034.125000 Penalty: 3086.434326
	Iteration 76Q: 3 clusters Score -799034.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -799036.312500 Penalty: 3086.434326
	Iteration 77Q: 3 clusters Score -799036.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -799035.812500 Penalty: 3086.434326
	Iteration 78Q: 3 clusters Score -799035.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -799034.375000 Penalty: 3086.434326
	Iteration 79Q: 3 clusters Score -799034.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -799036.375000 Penalty: 3086.434326
	Iteration 80F: 3 clusters Score -799036.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -799037.437500 Penalty: 3086.434326
	Iteration 81Q: 3 clusters Score -799037.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -799038.812500 Penalty: 3086.434326
	Iteration 82Q: 3 clusters Score -799038.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -799038.625000 Penalty: 3086.434326
	Iteration 83Q: 3 clusters Score -799038.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -799039.000000 Penalty: 3086.434326
	Iteration 84Q: 3 clusters Score -799039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -799037.812500 Penalty: 3086.434326
	Iteration 85Q: 3 clusters Score -799037.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -799038.062500 Penalty: 3086.434326
	Iteration 86Q: 3 clusters Score -799038.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -799038.062500 Penalty: 3086.434326
	Iteration 87Q: 3 clusters Score -799038.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -799036.875000 Penalty: 3086.434326
	Iteration 88Q: 3 clusters Score -799036.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -799037.375000 Penalty: 3086.434326
	Iteration 89Q: 3 clusters Score -799037.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -799036.187500 Penalty: 3086.434326
	Iteration 90Q: 3 clusters Score -799036.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -799037.125000 Penalty: 3086.434326
	Iteration 91Q: 3 clusters Score -799037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -799035.812500 Penalty: 3086.434326
	Iteration 92Q: 3 clusters Score -799035.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -799036.375000 Penalty: 3086.434326
	Iteration 93Q: 3 clusters Score -799036.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -799036.375000 Penalty: 3086.434326
	Iteration 94F: 3 clusters Score -799036.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Entering Unmasked Estep 
Score: -509114.343750 Penalty: 1472.680908
	Iteration 0F: 2 clusters Score -509114.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -502798.562500 Penalty: 2945.361816
	Iteration 0F: 3 clusters Score -502798.6 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -505229.718750 Penalty: 2945.361816
	Iteration 1F: 3 clusters Score -505229.7 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -506216.968750 Penalty: 2945.361816
	Iteration 2F: 3 clusters Score -506217 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -507320.343750 Penalty: 2945.361816
	Iteration 3F: 3 clusters Score -507320.3 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -507987.437500 Penalty: 2945.361816
	Iteration 4F: 3 clusters Score -507987.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -508316.031250 Penalty: 2945.361816
	Iteration 5F: 3 clusters Score -508316 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -508466.250000 Penalty: 2945.361816
	Iteration 6Q: 3 clusters Score -508466.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -508552.343750 Penalty: 2945.361816
	Iteration 7Q: 3 clusters Score -508552.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -508602.937500 Penalty: 2945.361816
	Iteration 8Q: 3 clusters Score -508602.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -508642.218750 Penalty: 2945.361816
	Iteration 9Q: 3 clusters Score -508642.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -508675.437500 Penalty: 2945.361816
	Iteration 10Q: 3 clusters Score -508675.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -508703.218750 Penalty: 2945.361816
	Iteration 11Q: 3 clusters Score -508703.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -508734.125000 Penalty: 2945.361816
	Iteration 12Q: 3 clusters Score -508734.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -508757.187500 Penalty: 2945.361816
	Iteration 13Q: 3 clusters Score -508757.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -508774.281250 Penalty: 2945.361816
	Iteration 14Q: 3 clusters Score -508774.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -508787.500000 Penalty: 2945.361816
	Iteration 15Q: 3 clusters Score -508787.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -508796.031250 Penalty: 2945.361816
	Iteration 16Q: 3 clusters Score -508796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -508806.093750 Penalty: 2945.361816
	Iteration 17Q: 3 clusters Score -508806.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -508815.093750 Penalty: 2945.361816
	Iteration 18Q: 3 clusters Score -508815.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -508818.281250 Penalty: 2945.361816
	Iteration 19Q: 3 clusters Score -508818.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -508823.750000 Penalty: 2945.361816
	Iteration 20F: 3 clusters Score -508823.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -508829.812500 Penalty: 2945.361816
	Iteration 21Q: 3 clusters Score -508829.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -508833.312500 Penalty: 2945.361816
	Iteration 22Q: 3 clusters Score -508833.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -508836.375000 Penalty: 2945.361816
	Iteration 23Q: 3 clusters Score -508836.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -508838.468750 Penalty: 2945.361816
	Iteration 24Q: 3 clusters Score -508838.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -508840.031250 Penalty: 2945.361816
	Iteration 25Q: 3 clusters Score -508840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -508843.687500 Penalty: 2945.361816
	Iteration 26Q: 3 clusters Score -508843.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -508845.468750 Penalty: 2945.361816
	Iteration 27Q: 3 clusters Score -508845.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -508848.437500 Penalty: 2945.361816
	Iteration 28Q: 3 clusters Score -508848.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -508848.531250 Penalty: 2945.361816
	Iteration 29Q: 3 clusters Score -508848.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -508850.343750 Penalty: 2945.361816
	Iteration 30Q: 3 clusters Score -508850.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -508851.125000 Penalty: 2945.361816
	Iteration 31Q: 3 clusters Score -508851.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -508853.812500 Penalty: 2945.361816
	Iteration 32Q: 3 clusters Score -508853.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -508855.375000 Penalty: 2945.361816
	Iteration 33Q: 3 clusters Score -508855.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -508858.031250 Penalty: 2945.361816
	Iteration 34Q: 3 clusters Score -508858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -508862.375000 Penalty: 2945.361816
	Iteration 35Q: 3 clusters Score -508862.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -508867.812500 Penalty: 2945.361816
	Iteration 36Q: 3 clusters Score -508867.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -508869.593750 Penalty: 2945.361816
	Iteration 37Q: 3 clusters Score -508869.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -508872.656250 Penalty: 2945.361816
	Iteration 38Q: 3 clusters Score -508872.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -508874.281250 Penalty: 2945.361816
	Iteration 39Q: 3 clusters Score -508874.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -508876.218750 Penalty: 2945.361816
	Iteration 40F: 3 clusters Score -508876.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -508880.875000 Penalty: 2945.361816
	Iteration 41Q: 3 clusters Score -508880.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -508881.968750 Penalty: 2945.361816
	Iteration 42Q: 3 clusters Score -508882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -508884.843750 Penalty: 2945.361816
	Iteration 43Q: 3 clusters Score -508884.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -508886.000000 Penalty: 2945.361816
	Iteration 44Q: 3 clusters Score -508886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -508888.312500 Penalty: 2945.361816
	Iteration 45Q: 3 clusters Score -508888.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -508889.437500 Penalty: 2945.361816
	Iteration 46Q: 3 clusters Score -508889.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -508892.250000 Penalty: 2945.361816
	Iteration 47Q: 3 clusters Score -508892.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -508892.406250 Penalty: 2945.361816
	Iteration 48Q: 3 clusters Score -508892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -508892.937500 Penalty: 2945.361816
	Iteration 49Q: 3 clusters Score -508892.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -508893.781250 Penalty: 2945.361816
	Iteration 50Q: 3 clusters Score -508893.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -508893.812500 Penalty: 2945.361816
	Iteration 51Q: 3 clusters Score -508893.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -508894.718750 Penalty: 2945.361816
	Iteration 52Q: 3 clusters Score -508894.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -508896.156250 Penalty: 2945.361816
	Iteration 53Q: 3 clusters Score -508896.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -508898.500000 Penalty: 2945.361816
	Iteration 54Q: 3 clusters Score -508898.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -508899.906250 Penalty: 2945.361816
	Iteration 55Q: 3 clusters Score -508899.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -508903.656250 Penalty: 2945.361816
	Iteration 56Q: 3 clusters Score -508903.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -508905.093750 Penalty: 2945.361816
	Iteration 57Q: 3 clusters Score -508905.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -508906.937500 Penalty: 2945.361816
	Iteration 58Q: 3 clusters Score -508906.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -508909.906250 Penalty: 2945.361816
	Iteration 59Q: 3 clusters Score -508909.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -508911.125000 Penalty: 2945.361816
	Iteration 60F: 3 clusters Score -508911.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -508911.093750 Penalty: 2945.361816
	Iteration 61Q: 3 clusters Score -508911.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -508912.593750 Penalty: 2945.361816
	Iteration 62Q: 3 clusters Score -508912.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -508912.218750 Penalty: 2945.361816
	Iteration 63Q: 3 clusters Score -508912.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -508913.031250 Penalty: 2945.361816
	Iteration 64Q: 3 clusters Score -508913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -508913.031250 Penalty: 2945.361816
	Iteration 65F: 3 clusters Score -508913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Entering Unmasked Estep 
Score: -617786.562500 Penalty: 1501.499390
	Iteration 0F: 2 clusters Score -617786.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -610449.625000 Penalty: 3002.998779
	Iteration 0F: 3 clusters Score -610449.6 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -612763.437500 Penalty: 3002.998779
	Iteration 1F: 3 clusters Score -612763.4 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -613071.500000 Penalty: 3002.998779
	Iteration 2F: 3 clusters Score -613071.5 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -613352.562500 Penalty: 3002.998779
	Iteration 3F: 3 clusters Score -613352.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -613608.125000 Penalty: 3002.998779
	Iteration 4F: 3 clusters Score -613608.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -613851.000000 Penalty: 3002.998779
	Iteration 5Q: 3 clusters Score -613851 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -614088.062500 Penalty: 3002.998779
	Iteration 6Q: 3 clusters Score -614088.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -614343.437500 Penalty: 3002.998779
	Iteration 7Q: 3 clusters Score -614343.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -614663.375000 Penalty: 3002.998779
	Iteration 8Q: 3 clusters Score -614663.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -614955.812500 Penalty: 3002.998779
	Iteration 9Q: 3 clusters Score -614955.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -615214.062500 Penalty: 3002.998779
	Iteration 10Q: 3 clusters Score -615214.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -615404.812500 Penalty: 3002.998779
	Iteration 11Q: 3 clusters Score -615404.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -615579.375000 Penalty: 3002.998779
	Iteration 12Q: 3 clusters Score -615579.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -615732.500000 Penalty: 3002.998779
	Iteration 13Q: 3 clusters Score -615732.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -615858.000000 Penalty: 3002.998779
	Iteration 14Q: 3 clusters Score -615858 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -615974.250000 Penalty: 3002.998779
	Iteration 15Q: 3 clusters Score -615974.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -616070.437500 Penalty: 3002.998779
	Iteration 16Q: 3 clusters Score -616070.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -616164.250000 Penalty: 3002.998779
	Iteration 17Q: 3 clusters Score -616164.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -616241.812500 Penalty: 3002.998779
	Iteration 18Q: 3 clusters Score -616241.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -616298.625000 Penalty: 3002.998779
	Iteration 19Q: 3 clusters Score -616298.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -616351.312500 Penalty: 3002.998779
	Iteration 20F: 3 clusters Score -616351.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -616398.375000 Penalty: 3002.998779
	Iteration 21Q: 3 clusters Score -616398.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -616435.687500 Penalty: 3002.998779
	Iteration 22Q: 3 clusters Score -616435.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -616469.875000 Penalty: 3002.998779
	Iteration 23Q: 3 clusters Score -616469.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -616513.125000 Penalty: 3002.998779
	Iteration 24Q: 3 clusters Score -616513.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -616555.687500 Penalty: 3002.998779
	Iteration 25Q: 3 clusters Score -616555.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -616587.875000 Penalty: 3002.998779
	Iteration 26Q: 3 clusters Score -616587.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -616616.437500 Penalty: 3002.998779
	Iteration 27Q: 3 clusters Score -616616.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -616641.000000 Penalty: 3002.998779
	Iteration 28Q: 3 clusters Score -616641 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -616669.937500 Penalty: 3002.998779
	Iteration 29Q: 3 clusters Score -616669.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -616704.937500 Penalty: 3002.998779
	Iteration 30Q: 3 clusters Score -616704.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -616746.125000 Penalty: 3002.998779
	Iteration 31Q: 3 clusters Score -616746.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -616792.312500 Penalty: 3002.998779
	Iteration 32Q: 3 clusters Score -616792.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -616827.937500 Penalty: 3002.998779
	Iteration 33Q: 3 clusters Score -616827.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -616862.000000 Penalty: 3002.998779
	Iteration 34Q: 3 clusters Score -616862 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -616893.250000 Penalty: 3002.998779
	Iteration 35Q: 3 clusters Score -616893.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -616921.687500 Penalty: 3002.998779
	Iteration 36Q: 3 clusters Score -616921.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -616945.000000 Penalty: 3002.998779
	Iteration 37Q: 3 clusters Score -616945 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -616967.687500 Penalty: 3002.998779
	Iteration 38Q: 3 clusters Score -616967.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -616989.687500 Penalty: 3002.998779
	Iteration 39Q: 3 clusters Score -616989.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -617005.312500 Penalty: 3002.998779
	Iteration 40F: 3 clusters Score -617005.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -617018.187500 Penalty: 3002.998779
	Iteration 41Q: 3 clusters Score -617018.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -617036.125000 Penalty: 3002.998779
	Iteration 42Q: 3 clusters Score -617036.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -617047.187500 Penalty: 3002.998779
	Iteration 43Q: 3 clusters Score -617047.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -617058.875000 Penalty: 3002.998779
	Iteration 44Q: 3 clusters Score -617058.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -617066.500000 Penalty: 3002.998779
	Iteration 45Q: 3 clusters Score -617066.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -617075.125000 Penalty: 3002.998779
	Iteration 46Q: 3 clusters Score -617075.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -617078.625000 Penalty: 3002.998779
	Iteration 47Q: 3 clusters Score -617078.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -617082.875000 Penalty: 3002.998779
	Iteration 48Q: 3 clusters Score -617082.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -617091.375000 Penalty: 3002.998779
	Iteration 49Q: 3 clusters Score -617091.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -617094.375000 Penalty: 3002.998779
	Iteration 50Q: 3 clusters Score -617094.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -617100.125000 Penalty: 3002.998779
	Iteration 51Q: 3 clusters Score -617100.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -617103.500000 Penalty: 3002.998779
	Iteration 52Q: 3 clusters Score -617103.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -617106.250000 Penalty: 3002.998779
	Iteration 53Q: 3 clusters Score -617106.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -617107.062500 Penalty: 3002.998779
	Iteration 54Q: 3 clusters Score -617107.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -617106.250000 Penalty: 3002.998779
	Iteration 55Q: 3 clusters Score -617106.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -617106.937500 Penalty: 3002.998779
	Iteration 56Q: 3 clusters Score -617106.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -617107.312500 Penalty: 3002.998779
	Iteration 57Q: 3 clusters Score -617107.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -617106.625000 Penalty: 3002.998779
	Iteration 58Q: 3 clusters Score -617106.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -617108.187500 Penalty: 3002.998779
	Iteration 59Q: 3 clusters Score -617108.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -617108.937500 Penalty: 3002.998779
	Iteration 60F: 3 clusters Score -617108.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -617109.500000 Penalty: 3002.998779
	Iteration 61Q: 3 clusters Score -617109.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -617110.250000 Penalty: 3002.998779
	Iteration 62Q: 3 clusters Score -617110.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -617111.250000 Penalty: 3002.998779
	Iteration 63Q: 3 clusters Score -617111.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -617111.500000 Penalty: 3002.998779
	Iteration 64Q: 3 clusters Score -617111.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -617112.062500 Penalty: 3002.998779
	Iteration 65Q: 3 clusters Score -617112.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -617114.000000 Penalty: 3002.998779
	Iteration 66Q: 3 clusters Score -617114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -617114.312500 Penalty: 3002.998779
	Iteration 67Q: 3 clusters Score -617114.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -617115.062500 Penalty: 3002.998779
	Iteration 68Q: 3 clusters Score -617115.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -617118.750000 Penalty: 3002.998779
	Iteration 69Q: 3 clusters Score -617118.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -617119.062500 Penalty: 3002.998779
	Iteration 70Q: 3 clusters Score -617119.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -617118.937500 Penalty: 3002.998779
	Iteration 71Q: 3 clusters Score -617118.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -617119.500000 Penalty: 3002.998779
	Iteration 72Q: 3 clusters Score -617119.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -617119.687500 Penalty: 3002.998779
	Iteration 73Q: 3 clusters Score -617119.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -617120.312500 Penalty: 3002.998779
	Iteration 74Q: 3 clusters Score -617120.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -617119.750000 Penalty: 3002.998779
	Iteration 75Q: 3 clusters Score -617119.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -617120.250000 Penalty: 3002.998779
	Iteration 76Q: 3 clusters Score -617120.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -617120.562500 Penalty: 3002.998779
	Iteration 77Q: 3 clusters Score -617120.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -617120.750000 Penalty: 3002.998779
	Iteration 78Q: 3 clusters Score -617120.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -617123.562500 Penalty: 3002.998779
	Iteration 79Q: 3 clusters Score -617123.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -617125.562500 Penalty: 3002.998779
	Iteration 80F: 3 clusters Score -617125.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -617125.750000 Penalty: 3002.998779
	Iteration 81Q: 3 clusters Score -617125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -617125.500000 Penalty: 3002.998779
	Iteration 82Q: 3 clusters Score -617125.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -617125.250000 Penalty: 3002.998779
	Iteration 83Q: 3 clusters Score -617125.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -617124.937500 Penalty: 3002.998779
	Iteration 84Q: 3 clusters Score -617124.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -617125.437500 Penalty: 3002.998779
	Iteration 85Q: 3 clusters Score -617125.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -617127.000000 Penalty: 3002.998779
	Iteration 86Q: 3 clusters Score -617127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -617126.062500 Penalty: 3002.998779
	Iteration 87Q: 3 clusters Score -617126.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -617126.125000 Penalty: 3002.998779
	Iteration 88Q: 3 clusters Score -617126.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -617125.625000 Penalty: 3002.998779
	Iteration 89Q: 3 clusters Score -617125.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -617125.625000 Penalty: 3002.998779
	Iteration 90F: 3 clusters Score -617125.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Entering Unmasked Estep 
Score: -225255.578125 Penalty: 1344.872803
	Iteration 0F: 2 clusters Score -225255.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -221936.609375 Penalty: 2689.745605
	Iteration 0F: 3 clusters Score -221936.6 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -222807.734375 Penalty: 2689.745605
	Iteration 1F: 3 clusters Score -222807.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -222964.234375 Penalty: 2689.745605
	Iteration 2F: 3 clusters Score -222964.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -223078.859375 Penalty: 2689.745605
	Iteration 3F: 3 clusters Score -223078.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -223152.203125 Penalty: 2689.745605
	Iteration 4Q: 3 clusters Score -223152.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -223200.906250 Penalty: 2689.745605
	Iteration 5Q: 3 clusters Score -223200.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -223246.062500 Penalty: 2689.745605
	Iteration 6Q: 3 clusters Score -223246.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -223297.156250 Penalty: 2689.745605
	Iteration 7Q: 3 clusters Score -223297.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -223358.328125 Penalty: 2689.745605
	Iteration 8Q: 3 clusters Score -223358.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -223422.640625 Penalty: 2689.745605
	Iteration 9Q: 3 clusters Score -223422.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -223487.984375 Penalty: 2689.745605
	Iteration 10Q: 3 clusters Score -223488 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -223562.875000 Penalty: 2689.745605
	Iteration 11Q: 3 clusters Score -223562.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -223644.750000 Penalty: 2689.745605
	Iteration 12Q: 3 clusters Score -223644.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -223723.843750 Penalty: 2689.745605
	Iteration 13Q: 3 clusters Score -223723.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -223782.640625 Penalty: 2689.745605
	Iteration 14Q: 3 clusters Score -223782.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -223827.687500 Penalty: 2689.745605
	Iteration 15Q: 3 clusters Score -223827.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -223881.890625 Penalty: 2689.745605
	Iteration 16Q: 3 clusters Score -223881.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -223928.906250 Penalty: 2689.745605
	Iteration 17Q: 3 clusters Score -223928.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -223966.343750 Penalty: 2689.745605
	Iteration 18Q: 3 clusters Score -223966.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -224002.218750 Penalty: 2689.745605
	Iteration 19Q: 3 clusters Score -224002.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -224045.671875 Penalty: 2689.745605
	Iteration 20F: 3 clusters Score -224045.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -224096.515625 Penalty: 2689.745605
	Iteration 21Q: 3 clusters Score -224096.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -224136.171875 Penalty: 2689.745605
	Iteration 22Q: 3 clusters Score -224136.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -224169.421875 Penalty: 2689.745605
	Iteration 23Q: 3 clusters Score -224169.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -224194.671875 Penalty: 2689.745605
	Iteration 24Q: 3 clusters Score -224194.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -224211.859375 Penalty: 2689.745605
	Iteration 25Q: 3 clusters Score -224211.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -224228.859375 Penalty: 2689.745605
	Iteration 26Q: 3 clusters Score -224228.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -224242.812500 Penalty: 2689.745605
	Iteration 27Q: 3 clusters Score -224242.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -224250.062500 Penalty: 2689.745605
	Iteration 28Q: 3 clusters Score -224250.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -224255.625000 Penalty: 2689.745605
	Iteration 29Q: 3 clusters Score -224255.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -224259.953125 Penalty: 2689.745605
	Iteration 30Q: 3 clusters Score -224260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -224262.328125 Penalty: 2689.745605
	Iteration 31Q: 3 clusters Score -224262.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -224263.531250 Penalty: 2689.745605
	Iteration 32Q: 3 clusters Score -224263.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -224263.968750 Penalty: 2689.745605
	Iteration 33Q: 3 clusters Score -224264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -224264.390625 Penalty: 2689.745605
	Iteration 34Q: 3 clusters Score -224264.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -224264.281250 Penalty: 2689.745605
	Iteration 35Q: 3 clusters Score -224264.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -224264.281250 Penalty: 2689.745605
	Iteration 36F: 3 clusters Score -224264.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Entering Unmasked Estep 
Score: -836340.875000 Penalty: 1535.494995
	Iteration 0F: 2 clusters Score -836340.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -827388.625000 Penalty: 3070.989990
	Iteration 0F: 3 clusters Score -827388.6 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -830369.000000 Penalty: 3070.989990
	Iteration 1F: 3 clusters Score -830369 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -830656.437500 Penalty: 3070.989990
	Iteration 2F: 3 clusters Score -830656.4 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -830916.562500 Penalty: 3070.989990
	Iteration 3Q: 3 clusters Score -830916.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -831179.812500 Penalty: 3070.989990
	Iteration 4Q: 3 clusters Score -831179.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -831497.687500 Penalty: 3070.989990
	Iteration 5Q: 3 clusters Score -831497.7 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -831933.250000 Penalty: 3070.989990
	Iteration 6F: 3 clusters Score -831933.2 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -832549.687500 Penalty: 3070.989990
	Iteration 7F: 3 clusters Score -832549.7 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -833240.000000 Penalty: 3070.989990
	Iteration 8F: 3 clusters Score -833240 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -833864.625000 Penalty: 3070.989990
	Iteration 9F: 3 clusters Score -833864.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -834323.812500 Penalty: 3070.989990
	Iteration 10Q: 3 clusters Score -834323.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -834642.125000 Penalty: 3070.989990
	Iteration 11Q: 3 clusters Score -834642.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -834813.375000 Penalty: 3070.989990
	Iteration 12Q: 3 clusters Score -834813.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -834899.375000 Penalty: 3070.989990
	Iteration 13Q: 3 clusters Score -834899.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -834953.187500 Penalty: 3070.989990
	Iteration 14Q: 3 clusters Score -834953.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -834982.937500 Penalty: 3070.989990
	Iteration 15Q: 3 clusters Score -834982.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -834991.625000 Penalty: 3070.989990
	Iteration 16Q: 3 clusters Score -834991.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -834999.937500 Penalty: 3070.989990
	Iteration 17Q: 3 clusters Score -834999.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -835005.875000 Penalty: 3070.989990
	Iteration 18Q: 3 clusters Score -835005.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -835012.687500 Penalty: 3070.989990
	Iteration 19Q: 3 clusters Score -835012.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -835015.250000 Penalty: 3070.989990
	Iteration 20F: 3 clusters Score -835015.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -835021.625000 Penalty: 3070.989990
	Iteration 21Q: 3 clusters Score -835021.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -835026.062500 Penalty: 3070.989990
	Iteration 22Q: 3 clusters Score -835026.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -835030.812500 Penalty: 3070.989990
	Iteration 23Q: 3 clusters Score -835030.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -835031.000000 Penalty: 3070.989990
	Iteration 24Q: 3 clusters Score -835031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -835032.500000 Penalty: 3070.989990
	Iteration 25Q: 3 clusters Score -835032.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -835032.375000 Penalty: 3070.989990
	Iteration 26Q: 3 clusters Score -835032.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -835032.375000 Penalty: 3070.989990
	Iteration 27F: 3 clusters Score -835032.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Entering Unmasked Estep 
Score: -732486.312500 Penalty: 1529.046875
	Iteration 0F: 2 clusters Score -732486.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -723913.250000 Penalty: 3058.093750
	Iteration 0F: 3 clusters Score -723913.2 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -726833.437500 Penalty: 3058.093750
	Iteration 1F: 3 clusters Score -726833.4 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -727298.750000 Penalty: 3058.093750
	Iteration 2F: 3 clusters Score -727298.8 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -727783.062500 Penalty: 3058.093750
	Iteration 3F: 3 clusters Score -727783.1 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -728345.750000 Penalty: 3058.093750
	Iteration 4F: 3 clusters Score -728345.8 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -728940.500000 Penalty: 3058.093750
	Iteration 5F: 3 clusters Score -728940.5 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -729623.875000 Penalty: 3058.093750
	Iteration 6F: 3 clusters Score -729623.9 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -730313.000000 Penalty: 3058.093750
	Iteration 7F: 3 clusters Score -730313 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -730784.125000 Penalty: 3058.093750
	Iteration 8Q: 3 clusters Score -730784.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -731103.375000 Penalty: 3058.093750
	Iteration 9Q: 3 clusters Score -731103.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -731278.500000 Penalty: 3058.093750
	Iteration 10Q: 3 clusters Score -731278.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -731376.875000 Penalty: 3058.093750
	Iteration 11Q: 3 clusters Score -731376.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -731433.750000 Penalty: 3058.093750
	Iteration 12Q: 3 clusters Score -731433.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -731481.937500 Penalty: 3058.093750
	Iteration 13Q: 3 clusters Score -731481.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -731518.375000 Penalty: 3058.093750
	Iteration 14Q: 3 clusters Score -731518.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -731540.562500 Penalty: 3058.093750
	Iteration 15Q: 3 clusters Score -731540.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -731556.437500 Penalty: 3058.093750
	Iteration 16Q: 3 clusters Score -731556.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -731569.062500 Penalty: 3058.093750
	Iteration 17Q: 3 clusters Score -731569.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -731579.562500 Penalty: 3058.093750
	Iteration 18Q: 3 clusters Score -731579.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -731587.062500 Penalty: 3058.093750
	Iteration 19Q: 3 clusters Score -731587.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -731597.562500 Penalty: 3058.093750
	Iteration 20F: 3 clusters Score -731597.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -731609.937500 Penalty: 3058.093750
	Iteration 21Q: 3 clusters Score -731609.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -731621.625000 Penalty: 3058.093750
	Iteration 22Q: 3 clusters Score -731621.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -731634.750000 Penalty: 3058.093750
	Iteration 23Q: 3 clusters Score -731634.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -731644.125000 Penalty: 3058.093750
	Iteration 24Q: 3 clusters Score -731644.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -731660.750000 Penalty: 3058.093750
	Iteration 25Q: 3 clusters Score -731660.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -731674.562500 Penalty: 3058.093750
	Iteration 26Q: 3 clusters Score -731674.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -731686.437500 Penalty: 3058.093750
	Iteration 27Q: 3 clusters Score -731686.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -731691.312500 Penalty: 3058.093750
	Iteration 28Q: 3 clusters Score -731691.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -731696.500000 Penalty: 3058.093750
	Iteration 29Q: 3 clusters Score -731696.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -731700.187500 Penalty: 3058.093750
	Iteration 30Q: 3 clusters Score -731700.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -731698.437500 Penalty: 3058.093750
	Iteration 31Q: 3 clusters Score -731698.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -731701.187500 Penalty: 3058.093750
	Iteration 32Q: 3 clusters Score -731701.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -731702.937500 Penalty: 3058.093750
	Iteration 33Q: 3 clusters Score -731702.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -731705.125000 Penalty: 3058.093750
	Iteration 34Q: 3 clusters Score -731705.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -731706.875000 Penalty: 3058.093750
	Iteration 35Q: 3 clusters Score -731706.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -731707.125000 Penalty: 3058.093750
	Iteration 36Q: 3 clusters Score -731707.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -731712.562500 Penalty: 3058.093750
	Iteration 37Q: 3 clusters Score -731712.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -731715.375000 Penalty: 3058.093750
	Iteration 38Q: 3 clusters Score -731715.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -731720.312500 Penalty: 3058.093750
	Iteration 39Q: 3 clusters Score -731720.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -731726.187500 Penalty: 3058.093750
	Iteration 40F: 3 clusters Score -731726.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -731732.375000 Penalty: 3058.093750
	Iteration 41Q: 3 clusters Score -731732.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -731740.187500 Penalty: 3058.093750
	Iteration 42Q: 3 clusters Score -731740.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -731745.437500 Penalty: 3058.093750
	Iteration 43Q: 3 clusters Score -731745.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -731753.375000 Penalty: 3058.093750
	Iteration 44Q: 3 clusters Score -731753.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -731756.937500 Penalty: 3058.093750
	Iteration 45Q: 3 clusters Score -731756.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -731761.187500 Penalty: 3058.093750
	Iteration 46Q: 3 clusters Score -731761.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -731765.812500 Penalty: 3058.093750
	Iteration 47Q: 3 clusters Score -731765.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -731774.062500 Penalty: 3058.093750
	Iteration 48Q: 3 clusters Score -731774.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -731779.437500 Penalty: 3058.093750
	Iteration 49Q: 3 clusters Score -731779.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -731786.500000 Penalty: 3058.093750
	Iteration 50Q: 3 clusters Score -731786.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -731792.000000 Penalty: 3058.093750
	Iteration 51Q: 3 clusters Score -731792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -731803.250000 Penalty: 3058.093750
	Iteration 52Q: 3 clusters Score -731803.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -731818.687500 Penalty: 3058.093750
	Iteration 53Q: 3 clusters Score -731818.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -731841.500000 Penalty: 3058.093750
	Iteration 54Q: 3 clusters Score -731841.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -731866.062500 Penalty: 3058.093750
	Iteration 55Q: 3 clusters Score -731866.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -731886.062500 Penalty: 3058.093750
	Iteration 56Q: 3 clusters Score -731886.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -731905.937500 Penalty: 3058.093750
	Iteration 57Q: 3 clusters Score -731905.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -731923.375000 Penalty: 3058.093750
	Iteration 58Q: 3 clusters Score -731923.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -731952.500000 Penalty: 3058.093750
	Iteration 59Q: 3 clusters Score -731952.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -731998.062500 Penalty: 3058.093750
	Iteration 60F: 3 clusters Score -731998.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -732040.375000 Penalty: 3058.093750
	Iteration 61Q: 3 clusters Score -732040.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -732087.250000 Penalty: 3058.093750
	Iteration 62Q: 3 clusters Score -732087.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -732112.187500 Penalty: 3058.093750
	Iteration 63Q: 3 clusters Score -732112.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -732130.312500 Penalty: 3058.093750
	Iteration 64Q: 3 clusters Score -732130.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -732142.000000 Penalty: 3058.093750
	Iteration 65Q: 3 clusters Score -732142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -732149.375000 Penalty: 3058.093750
	Iteration 66Q: 3 clusters Score -732149.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -732156.375000 Penalty: 3058.093750
	Iteration 67Q: 3 clusters Score -732156.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -732160.125000 Penalty: 3058.093750
	Iteration 68Q: 3 clusters Score -732160.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -732163.812500 Penalty: 3058.093750
	Iteration 69Q: 3 clusters Score -732163.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -732169.250000 Penalty: 3058.093750
	Iteration 70Q: 3 clusters Score -732169.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -732176.250000 Penalty: 3058.093750
	Iteration 71Q: 3 clusters Score -732176.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -732186.062500 Penalty: 3058.093750
	Iteration 72Q: 3 clusters Score -732186.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -732193.562500 Penalty: 3058.093750
	Iteration 73Q: 3 clusters Score -732193.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -732199.250000 Penalty: 3058.093750
	Iteration 74Q: 3 clusters Score -732199.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -732201.500000 Penalty: 3058.093750
	Iteration 75Q: 3 clusters Score -732201.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -732206.375000 Penalty: 3058.093750
	Iteration 76Q: 3 clusters Score -732206.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -732208.437500 Penalty: 3058.093750
	Iteration 77Q: 3 clusters Score -732208.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -732211.750000 Penalty: 3058.093750
	Iteration 78Q: 3 clusters Score -732211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -732212.375000 Penalty: 3058.093750
	Iteration 79Q: 3 clusters Score -732212.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -732212.062500 Penalty: 3058.093750
	Iteration 80F: 3 clusters Score -732212.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Entering Unmasked Estep 
Score: -143061.500000 Penalty: 1279.026123
	Iteration 0F: 2 clusters Score -143061.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -140574.312500 Penalty: 2558.052246
	Iteration 0F: 3 clusters Score -140574.3 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -141175.562500 Penalty: 2558.052246
	Iteration 1F: 3 clusters Score -141175.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -141360.062500 Penalty: 2558.052246
	Iteration 2F: 3 clusters Score -141360.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -141531.578125 Penalty: 2558.052246
	Iteration 3F: 3 clusters Score -141531.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -141680.656250 Penalty: 2558.052246
	Iteration 4F: 3 clusters Score -141680.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -141878.312500 Penalty: 2558.052246
	Iteration 5F: 3 clusters Score -141878.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -142083.078125 Penalty: 2558.052246
	Iteration 6F: 3 clusters Score -142083.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -142267.062500 Penalty: 2558.052246
	Iteration 7F: 3 clusters Score -142267.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -142401.109375 Penalty: 2558.052246
	Iteration 8Q: 3 clusters Score -142401.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -142476.093750 Penalty: 2558.052246
	Iteration 9Q: 3 clusters Score -142476.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -142514.265625 Penalty: 2558.052246
	Iteration 10Q: 3 clusters Score -142514.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -142544.390625 Penalty: 2558.052246
	Iteration 11Q: 3 clusters Score -142544.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -142571.828125 Penalty: 2558.052246
	Iteration 12Q: 3 clusters Score -142571.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -142586.187500 Penalty: 2558.052246
	Iteration 13Q: 3 clusters Score -142586.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -142603.578125 Penalty: 2558.052246
	Iteration 14Q: 3 clusters Score -142603.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -142639.046875 Penalty: 2558.052246
	Iteration 15Q: 3 clusters Score -142639 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -142675.140625 Penalty: 2558.052246
	Iteration 16Q: 3 clusters Score -142675.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -142696.812500 Penalty: 2558.052246
	Iteration 17Q: 3 clusters Score -142696.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -142722.375000 Penalty: 2558.052246
	Iteration 18Q: 3 clusters Score -142722.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -142743.562500 Penalty: 2558.052246
	Iteration 19Q: 3 clusters Score -142743.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -142757.437500 Penalty: 2558.052246
	Iteration 20F: 3 clusters Score -142757.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -142764.000000 Penalty: 2558.052246
	Iteration 21Q: 3 clusters Score -142764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -142770.328125 Penalty: 2558.052246
	Iteration 22Q: 3 clusters Score -142770.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -142772.187500 Penalty: 2558.052246
	Iteration 23Q: 3 clusters Score -142772.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -142775.000000 Penalty: 2558.052246
	Iteration 24Q: 3 clusters Score -142775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -142778.125000 Penalty: 2558.052246
	Iteration 25Q: 3 clusters Score -142778.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -142780.250000 Penalty: 2558.052246
	Iteration 26Q: 3 clusters Score -142780.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -142782.859375 Penalty: 2558.052246
	Iteration 27Q: 3 clusters Score -142782.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -142785.875000 Penalty: 2558.052246
	Iteration 28Q: 3 clusters Score -142785.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -142789.093750 Penalty: 2558.052246
	Iteration 29Q: 3 clusters Score -142789.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -142795.046875 Penalty: 2558.052246
	Iteration 30Q: 3 clusters Score -142795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -142799.250000 Penalty: 2558.052246
	Iteration 31Q: 3 clusters Score -142799.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -142805.125000 Penalty: 2558.052246
	Iteration 32Q: 3 clusters Score -142805.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -142810.468750 Penalty: 2558.052246
	Iteration 33Q: 3 clusters Score -142810.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -142817.000000 Penalty: 2558.052246
	Iteration 34Q: 3 clusters Score -142817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -142821.109375 Penalty: 2558.052246
	Iteration 35Q: 3 clusters Score -142821.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -142826.062500 Penalty: 2558.052246
	Iteration 36Q: 3 clusters Score -142826.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -142833.390625 Penalty: 2558.052246
	Iteration 37Q: 3 clusters Score -142833.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -142835.281250 Penalty: 2558.052246
	Iteration 38Q: 3 clusters Score -142835.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -142836.093750 Penalty: 2558.052246
	Iteration 39Q: 3 clusters Score -142836.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -142838.234375 Penalty: 2558.052246
	Iteration 40F: 3 clusters Score -142838.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -142839.531250 Penalty: 2558.052246
	Iteration 41Q: 3 clusters Score -142839.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -142841.500000 Penalty: 2558.052246
	Iteration 42Q: 3 clusters Score -142841.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -142843.843750 Penalty: 2558.052246
	Iteration 43Q: 3 clusters Score -142843.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -142845.843750 Penalty: 2558.052246
	Iteration 44Q: 3 clusters Score -142845.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -142847.703125 Penalty: 2558.052246
	Iteration 45Q: 3 clusters Score -142847.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -142852.734375 Penalty: 2558.052246
	Iteration 46Q: 3 clusters Score -142852.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -142853.734375 Penalty: 2558.052246
	Iteration 47Q: 3 clusters Score -142853.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -142854.484375 Penalty: 2558.052246
	Iteration 48Q: 3 clusters Score -142854.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -142854.484375 Penalty: 2558.052246
	Iteration 49F: 3 clusters Score -142854.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Entering Unmasked Estep 
Score: -721571.187500 Penalty: 1523.079834
	Iteration 0F: 2 clusters Score -721571.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -713269.187500 Penalty: 3046.159668
	Iteration 0F: 3 clusters Score -713269.2 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -716109.375000 Penalty: 3046.159668
	Iteration 1F: 3 clusters Score -716109.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -716436.312500 Penalty: 3046.159668
	Iteration 2F: 3 clusters Score -716436.3 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -716780.125000 Penalty: 3046.159668
	Iteration 3F: 3 clusters Score -716780.1 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -717126.187500 Penalty: 3046.159668
	Iteration 4F: 3 clusters Score -717126.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -717539.437500 Penalty: 3046.159668
	Iteration 5F: 3 clusters Score -717539.4 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -718016.187500 Penalty: 3046.159668
	Iteration 6F: 3 clusters Score -718016.2 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -718507.687500 Penalty: 3046.159668
	Iteration 7F: 3 clusters Score -718507.7 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -718925.437500 Penalty: 3046.159668
	Iteration 8Q: 3 clusters Score -718925.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -719282.750000 Penalty: 3046.159668
	Iteration 9Q: 3 clusters Score -719282.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -719584.375000 Penalty: 3046.159668
	Iteration 10Q: 3 clusters Score -719584.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -719795.750000 Penalty: 3046.159668
	Iteration 11Q: 3 clusters Score -719795.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -719957.312500 Penalty: 3046.159668
	Iteration 12Q: 3 clusters Score -719957.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -720064.875000 Penalty: 3046.159668
	Iteration 13Q: 3 clusters Score -720064.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -720138.937500 Penalty: 3046.159668
	Iteration 14Q: 3 clusters Score -720138.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -720188.125000 Penalty: 3046.159668
	Iteration 15Q: 3 clusters Score -720188.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -720216.312500 Penalty: 3046.159668
	Iteration 16Q: 3 clusters Score -720216.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -720235.437500 Penalty: 3046.159668
	Iteration 17Q: 3 clusters Score -720235.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -720250.625000 Penalty: 3046.159668
	Iteration 18Q: 3 clusters Score -720250.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -720266.875000 Penalty: 3046.159668
	Iteration 19Q: 3 clusters Score -720266.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -720278.687500 Penalty: 3046.159668
	Iteration 20F: 3 clusters Score -720278.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -720289.312500 Penalty: 3046.159668
	Iteration 21Q: 3 clusters Score -720289.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -720296.250000 Penalty: 3046.159668
	Iteration 22Q: 3 clusters Score -720296.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -720303.750000 Penalty: 3046.159668
	Iteration 23Q: 3 clusters Score -720303.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -720306.437500 Penalty: 3046.159668
	Iteration 24Q: 3 clusters Score -720306.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -720308.250000 Penalty: 3046.159668
	Iteration 25Q: 3 clusters Score -720308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -720307.500000 Penalty: 3046.159668
	Iteration 26Q: 3 clusters Score -720307.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -720308.375000 Penalty: 3046.159668
	Iteration 27Q: 3 clusters Score -720308.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -720308.375000 Penalty: 3046.159668
	Iteration 28F: 3 clusters Score -720308.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Entering Unmasked Estep 
Score: -136918.859375 Penalty: 1262.249146
	Iteration 0F: 2 clusters Score -136918.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -134564.562500 Penalty: 2524.498291
	Iteration 0F: 3 clusters Score -134564.6 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -135082.500000 Penalty: 2524.498291
	Iteration 1F: 3 clusters Score -135082.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -135199.515625 Penalty: 2524.498291
	Iteration 2F: 3 clusters Score -135199.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -135281.093750 Penalty: 2524.498291
	Iteration 3Q: 3 clusters Score -135281.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -135353.656250 Penalty: 2524.498291
	Iteration 4Q: 3 clusters Score -135353.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -135401.296875 Penalty: 2524.498291
	Iteration 5Q: 3 clusters Score -135401.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -135436.687500 Penalty: 2524.498291
	Iteration 6Q: 3 clusters Score -135436.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -135467.625000 Penalty: 2524.498291
	Iteration 7Q: 3 clusters Score -135467.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -135494.093750 Penalty: 2524.498291
	Iteration 8Q: 3 clusters Score -135494.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -135509.046875 Penalty: 2524.498291
	Iteration 9Q: 3 clusters Score -135509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -135524.359375 Penalty: 2524.498291
	Iteration 10Q: 3 clusters Score -135524.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -135535.421875 Penalty: 2524.498291
	Iteration 11Q: 3 clusters Score -135535.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -135546.375000 Penalty: 2524.498291
	Iteration 12Q: 3 clusters Score -135546.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -135554.890625 Penalty: 2524.498291
	Iteration 13Q: 3 clusters Score -135554.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -135559.484375 Penalty: 2524.498291
	Iteration 14Q: 3 clusters Score -135559.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -135563.187500 Penalty: 2524.498291
	Iteration 15Q: 3 clusters Score -135563.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -135571.312500 Penalty: 2524.498291
	Iteration 16Q: 3 clusters Score -135571.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -135579.671875 Penalty: 2524.498291
	Iteration 17Q: 3 clusters Score -135579.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -135589.093750 Penalty: 2524.498291
	Iteration 18Q: 3 clusters Score -135589.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -135599.171875 Penalty: 2524.498291
	Iteration 19Q: 3 clusters Score -135599.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -135614.046875 Penalty: 2524.498291
	Iteration 20F: 3 clusters Score -135614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -135636.750000 Penalty: 2524.498291
	Iteration 21Q: 3 clusters Score -135636.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -135665.093750 Penalty: 2524.498291
	Iteration 22Q: 3 clusters Score -135665.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -135684.421875 Penalty: 2524.498291
	Iteration 23Q: 3 clusters Score -135684.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -135700.156250 Penalty: 2524.498291
	Iteration 24Q: 3 clusters Score -135700.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -135719.906250 Penalty: 2524.498291
	Iteration 25Q: 3 clusters Score -135719.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -135738.421875 Penalty: 2524.498291
	Iteration 26Q: 3 clusters Score -135738.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -135753.968750 Penalty: 2524.498291
	Iteration 27Q: 3 clusters Score -135754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -135766.859375 Penalty: 2524.498291
	Iteration 28Q: 3 clusters Score -135766.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -135775.359375 Penalty: 2524.498291
	Iteration 29Q: 3 clusters Score -135775.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -135781.281250 Penalty: 2524.498291
	Iteration 30Q: 3 clusters Score -135781.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -135784.453125 Penalty: 2524.498291
	Iteration 31Q: 3 clusters Score -135784.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -135787.734375 Penalty: 2524.498291
	Iteration 32Q: 3 clusters Score -135787.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -135789.421875 Penalty: 2524.498291
	Iteration 33Q: 3 clusters Score -135789.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -135791.125000 Penalty: 2524.498291
	Iteration 34Q: 3 clusters Score -135791.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -135793.171875 Penalty: 2524.498291
	Iteration 35Q: 3 clusters Score -135793.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -135794.703125 Penalty: 2524.498291
	Iteration 36Q: 3 clusters Score -135794.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -135796.859375 Penalty: 2524.498291
	Iteration 37Q: 3 clusters Score -135796.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -135802.859375 Penalty: 2524.498291
	Iteration 38Q: 3 clusters Score -135802.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -135808.734375 Penalty: 2524.498291
	Iteration 39Q: 3 clusters Score -135808.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -135816.421875 Penalty: 2524.498291
	Iteration 40F: 3 clusters Score -135816.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -135825.453125 Penalty: 2524.498291
	Iteration 41Q: 3 clusters Score -135825.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -135831.968750 Penalty: 2524.498291
	Iteration 42Q: 3 clusters Score -135832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -135837.843750 Penalty: 2524.498291
	Iteration 43Q: 3 clusters Score -135837.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -135842.453125 Penalty: 2524.498291
	Iteration 44Q: 3 clusters Score -135842.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -135846.250000 Penalty: 2524.498291
	Iteration 45Q: 3 clusters Score -135846.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -135847.968750 Penalty: 2524.498291
	Iteration 46Q: 3 clusters Score -135848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -135854.343750 Penalty: 2524.498291
	Iteration 47Q: 3 clusters Score -135854.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -135860.515625 Penalty: 2524.498291
	Iteration 48Q: 3 clusters Score -135860.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -135863.234375 Penalty: 2524.498291
	Iteration 49Q: 3 clusters Score -135863.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -135865.531250 Penalty: 2524.498291
	Iteration 50Q: 3 clusters Score -135865.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -135870.500000 Penalty: 2524.498291
	Iteration 51Q: 3 clusters Score -135870.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -135882.765625 Penalty: 2524.498291
	Iteration 52Q: 3 clusters Score -135882.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -135892.796875 Penalty: 2524.498291
	Iteration 53Q: 3 clusters Score -135892.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -135898.718750 Penalty: 2524.498291
	Iteration 54Q: 3 clusters Score -135898.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -135912.343750 Penalty: 2524.498291
	Iteration 55Q: 3 clusters Score -135912.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -135924.515625 Penalty: 2524.498291
	Iteration 56Q: 3 clusters Score -135924.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -135935.000000 Penalty: 2524.498291
	Iteration 57Q: 3 clusters Score -135935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -135944.468750 Penalty: 2524.498291
	Iteration 58Q: 3 clusters Score -135944.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -135949.718750 Penalty: 2524.498291
	Iteration 59Q: 3 clusters Score -135949.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -135959.921875 Penalty: 2524.498291
	Iteration 60F: 3 clusters Score -135959.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -135964.546875 Penalty: 2524.498291
	Iteration 61Q: 3 clusters Score -135964.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -135967.359375 Penalty: 2524.498291
	Iteration 62Q: 3 clusters Score -135967.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -135970.453125 Penalty: 2524.498291
	Iteration 63Q: 3 clusters Score -135970.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -135975.140625 Penalty: 2524.498291
	Iteration 64Q: 3 clusters Score -135975.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -135981.343750 Penalty: 2524.498291
	Iteration 65Q: 3 clusters Score -135981.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -135985.156250 Penalty: 2524.498291
	Iteration 66Q: 3 clusters Score -135985.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -135987.281250 Penalty: 2524.498291
	Iteration 67Q: 3 clusters Score -135987.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -135987.281250 Penalty: 2524.498291
	Iteration 68F: 3 clusters Score -135987.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Entering Unmasked Estep 
Score: -295700.406250 Penalty: 1385.467529
	Iteration 0F: 2 clusters Score -295700.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -291682.812500 Penalty: 2770.935059
	Iteration 0F: 3 clusters Score -291682.8 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -292889.531250 Penalty: 2770.935059
	Iteration 1F: 3 clusters Score -292889.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -293198.718750 Penalty: 2770.935059
	Iteration 2F: 3 clusters Score -293198.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -293488.562500 Penalty: 2770.935059
	Iteration 3F: 3 clusters Score -293488.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -293722.031250 Penalty: 2770.935059
	Iteration 4F: 3 clusters Score -293722 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -293923.281250 Penalty: 2770.935059
	Iteration 5F: 3 clusters Score -293923.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -294112.937500 Penalty: 2770.935059
	Iteration 6F: 3 clusters Score -294112.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -294255.250000 Penalty: 2770.935059
	Iteration 7Q: 3 clusters Score -294255.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -294361.718750 Penalty: 2770.935059
	Iteration 8Q: 3 clusters Score -294361.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -294437.656250 Penalty: 2770.935059
	Iteration 9Q: 3 clusters Score -294437.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -294502.718750 Penalty: 2770.935059
	Iteration 10Q: 3 clusters Score -294502.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -294557.437500 Penalty: 2770.935059
	Iteration 11Q: 3 clusters Score -294557.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -294621.031250 Penalty: 2770.935059
	Iteration 12Q: 3 clusters Score -294621 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -294678.906250 Penalty: 2770.935059
	Iteration 13Q: 3 clusters Score -294678.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -294710.687500 Penalty: 2770.935059
	Iteration 14Q: 3 clusters Score -294710.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -294739.625000 Penalty: 2770.935059
	Iteration 15Q: 3 clusters Score -294739.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -294758.218750 Penalty: 2770.935059
	Iteration 16Q: 3 clusters Score -294758.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -294772.468750 Penalty: 2770.935059
	Iteration 17Q: 3 clusters Score -294772.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -294788.250000 Penalty: 2770.935059
	Iteration 18Q: 3 clusters Score -294788.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -294800.062500 Penalty: 2770.935059
	Iteration 19Q: 3 clusters Score -294800.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -294810.812500 Penalty: 2770.935059
	Iteration 20F: 3 clusters Score -294810.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -294818.031250 Penalty: 2770.935059
	Iteration 21Q: 3 clusters Score -294818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -294821.718750 Penalty: 2770.935059
	Iteration 22Q: 3 clusters Score -294821.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -294825.156250 Penalty: 2770.935059
	Iteration 23Q: 3 clusters Score -294825.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -294828.437500 Penalty: 2770.935059
	Iteration 24Q: 3 clusters Score -294828.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -294831.593750 Penalty: 2770.935059
	Iteration 25Q: 3 clusters Score -294831.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -294833.718750 Penalty: 2770.935059
	Iteration 26Q: 3 clusters Score -294833.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -294834.218750 Penalty: 2770.935059
	Iteration 27Q: 3 clusters Score -294834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -294835.093750 Penalty: 2770.935059
	Iteration 28Q: 3 clusters Score -294835.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -294835.281250 Penalty: 2770.935059
	Iteration 29Q: 3 clusters Score -294835.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -294835.281250 Penalty: 2770.935059
	Iteration 30F: 3 clusters Score -294835.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Entering Unmasked Estep 
Score: -144150.265625 Penalty: 1266.725708
	Iteration 0F: 2 clusters Score -144150.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -141765.875000 Penalty: 2533.451416
	Iteration 0F: 3 clusters Score -141765.9 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -142337.609375 Penalty: 2533.451416
	Iteration 1F: 3 clusters Score -142337.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -142512.312500 Penalty: 2533.451416
	Iteration 2F: 3 clusters Score -142512.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -142618.437500 Penalty: 2533.451416
	Iteration 3F: 3 clusters Score -142618.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -142738.296875 Penalty: 2533.451416
	Iteration 4F: 3 clusters Score -142738.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -142827.000000 Penalty: 2533.451416
	Iteration 5Q: 3 clusters Score -142827 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -142864.781250 Penalty: 2533.451416
	Iteration 6Q: 3 clusters Score -142864.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -142892.250000 Penalty: 2533.451416
	Iteration 7Q: 3 clusters Score -142892.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -142917.734375 Penalty: 2533.451416
	Iteration 8Q: 3 clusters Score -142917.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -142943.203125 Penalty: 2533.451416
	Iteration 9Q: 3 clusters Score -142943.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -142971.968750 Penalty: 2533.451416
	Iteration 10Q: 3 clusters Score -142972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -143000.484375 Penalty: 2533.451416
	Iteration 11Q: 3 clusters Score -143000.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -143032.828125 Penalty: 2533.451416
	Iteration 12Q: 3 clusters Score -143032.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -143059.671875 Penalty: 2533.451416
	Iteration 13Q: 3 clusters Score -143059.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -143086.859375 Penalty: 2533.451416
	Iteration 14Q: 3 clusters Score -143086.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -143108.921875 Penalty: 2533.451416
	Iteration 15Q: 3 clusters Score -143108.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -143131.890625 Penalty: 2533.451416
	Iteration 16Q: 3 clusters Score -143131.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -143157.828125 Penalty: 2533.451416
	Iteration 17Q: 3 clusters Score -143157.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -143193.000000 Penalty: 2533.451416
	Iteration 18Q: 3 clusters Score -143193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -143230.593750 Penalty: 2533.451416
	Iteration 19Q: 3 clusters Score -143230.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -143256.343750 Penalty: 2533.451416
	Iteration 20F: 3 clusters Score -143256.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -143274.968750 Penalty: 2533.451416
	Iteration 21Q: 3 clusters Score -143275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -143285.875000 Penalty: 2533.451416
	Iteration 22Q: 3 clusters Score -143285.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -143291.781250 Penalty: 2533.451416
	Iteration 23Q: 3 clusters Score -143291.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -143296.593750 Penalty: 2533.451416
	Iteration 24Q: 3 clusters Score -143296.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -143298.093750 Penalty: 2533.451416
	Iteration 25Q: 3 clusters Score -143298.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -143298.859375 Penalty: 2533.451416
	Iteration 26Q: 3 clusters Score -143298.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -143299.703125 Penalty: 2533.451416
	Iteration 27Q: 3 clusters Score -143299.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -143299.703125 Penalty: 2533.451416
	Iteration 28F: 3 clusters Score -143299.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Entering Unmasked Estep 
Score: -71769.031250 Penalty: 1147.466919
	Iteration 0F: 2 clusters Score -71769.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -70246.781250 Penalty: 2294.933838
	Iteration 0F: 3 clusters Score -70246.78 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -70485.187500 Penalty: 2294.933838
	Iteration 1F: 3 clusters Score -70485.19 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -70548.265625 Penalty: 2294.933838
	Iteration 2F: 3 clusters Score -70548.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -70573.343750 Penalty: 2294.933838
	Iteration 3Q: 3 clusters Score -70573.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -70598.234375 Penalty: 2294.933838
	Iteration 4Q: 3 clusters Score -70598.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -70607.226562 Penalty: 2294.933838
	Iteration 5Q: 3 clusters Score -70607.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -70614.085938 Penalty: 2294.933838
	Iteration 6Q: 3 clusters Score -70614.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -70623.867188 Penalty: 2294.933838
	Iteration 7Q: 3 clusters Score -70623.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -70626.945312 Penalty: 2294.933838
	Iteration 8Q: 3 clusters Score -70626.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -70630.515625 Penalty: 2294.933838
	Iteration 9Q: 3 clusters Score -70630.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -70636.203125 Penalty: 2294.933838
	Iteration 10Q: 3 clusters Score -70636.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -70638.226562 Penalty: 2294.933838
	Iteration 11Q: 3 clusters Score -70638.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -70640.523438 Penalty: 2294.933838
	Iteration 12Q: 3 clusters Score -70640.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -70642.484375 Penalty: 2294.933838
	Iteration 13Q: 3 clusters Score -70642.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -70645.250000 Penalty: 2294.933838
	Iteration 14Q: 3 clusters Score -70645.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -70646.429688 Penalty: 2294.933838
	Iteration 15Q: 3 clusters Score -70646.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -70647.070312 Penalty: 2294.933838
	Iteration 16Q: 3 clusters Score -70647.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -70649.421875 Penalty: 2294.933838
	Iteration 17Q: 3 clusters Score -70649.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -70650.851562 Penalty: 2294.933838
	Iteration 18Q: 3 clusters Score -70650.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -70653.093750 Penalty: 2294.933838
	Iteration 19Q: 3 clusters Score -70653.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -70653.632812 Penalty: 2294.933838
	Iteration 20F: 3 clusters Score -70653.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 11479 members 
Mstep: Class 3 contains 6617 members 
Mstep: Class 4 contains 4404 members 
Mstep: Class 5 contains 79493 members 
Mstep: Class 6 contains 6683 members 
Mstep: Class 7 contains 89782 members 
Mstep: Class 8 contains 22621 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46131 members 
Mstep: Class 11 contains 13316 members 
Mstep: Class 12 contains 8627 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 3929 members 
Mstep: Class 15 contains 12698 members 
Mstep: Class 16 contains 12204 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 11764 members 
Mstep: Class 19 contains 2363 members 
Mstep: Class 20 contains 5044 members 
Mstep: Class 21 contains 2429 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340188.000000 Penalty: 45735.921875
Iteration 199Q: 23 clusters Score -2.134019e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 11480 members 
Mstep: Class 3 contains 6618 members 
Mstep: Class 4 contains 4402 members 
Mstep: Class 5 contains 79503 members 
Mstep: Class 6 contains 6691 members 
Mstep: Class 7 contains 89716 members 
Mstep: Class 8 contains 22614 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46176 members 
Mstep: Class 11 contains 13316 members 
Mstep: Class 12 contains 8626 members 
Mstep: Class 13 contains 10293 members 
Mstep: Class 14 contains 3932 members 
Mstep: Class 15 contains 12734 members 
Mstep: Class 16 contains 12203 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 11744 members 
Mstep: Class 19 contains 2363 members 
Mstep: Class 20 contains 5046 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340226.000000 Penalty: 45735.921875
Iteration 200F: 23 clusters Score -2.134023e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 11479 members 
Mstep: Class 3 contains 6618 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 5 contains 79512 members 
Mstep: Class 6 contains 6696 members 
Mstep: Class 7 contains 89641 members 
Mstep: Class 8 contains 22611 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46230 members 
Mstep: Class 11 contains 13315 members 
Mstep: Class 12 contains 8625 members 
Mstep: Class 13 contains 10284 members 
Mstep: Class 14 contains 3932 members 
Mstep: Class 15 contains 12772 members 
Mstep: Class 16 contains 12203 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 11726 members 
Mstep: Class 19 contains 2363 members 
Mstep: Class 20 contains 5046 members 
Mstep: Class 21 contains 2434 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340280.000000 Penalty: 45735.921875
Iteration 201Q: 23 clusters Score -2.134028e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 11479 members 
Mstep: Class 3 contains 6619 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 5 contains 79515 members 
Mstep: Class 6 contains 6701 members 
Mstep: Class 7 contains 89577 members 
Mstep: Class 8 contains 22608 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46270 members 
Mstep: Class 11 contains 13314 members 
Mstep: Class 12 contains 8626 members 
Mstep: Class 13 contains 10281 members 
Mstep: Class 14 contains 3932 members 
Mstep: Class 15 contains 12802 members 
Mstep: Class 16 contains 12204 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 11709 members 
Mstep: Class 19 contains 2364 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 2439 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340348.000000 Penalty: 45735.921875
Iteration 202Q: 23 clusters Score -2.134035e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 11481 members 
Mstep: Class 3 contains 6621 members 
Mstep: Class 4 contains 4399 members 
Mstep: Class 5 contains 79514 members 
Mstep: Class 6 contains 6705 members 
Mstep: Class 7 contains 89504 members 
Mstep: Class 8 contains 22603 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46320 members 
Mstep: Class 11 contains 13314 members 
Mstep: Class 12 contains 8624 members 
Mstep: Class 13 contains 10277 members 
Mstep: Class 14 contains 3932 members 
Mstep: Class 15 contains 12839 members 
Mstep: Class 16 contains 12206 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 11697 members 
Mstep: Class 19 contains 2364 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 2441 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340288.000000 Penalty: 45735.921875
Iteration 203Q: 23 clusters Score -2.134029e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 11482 members 
Mstep: Class 3 contains 6620 members 
Mstep: Class 4 contains 4399 members 
Mstep: Class 5 contains 79526 members 
Mstep: Class 6 contains 6707 members 
Mstep: Class 7 contains 89442 members 
Mstep: Class 8 contains 22600 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46367 members 
Mstep: Class 11 contains 13312 members 
Mstep: Class 12 contains 8624 members 
Mstep: Class 13 contains 10271 members 
Mstep: Class 14 contains 3931 members 
Mstep: Class 15 contains 12859 members 
Mstep: Class 16 contains 12208 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 11684 members 
Mstep: Class 19 contains 2364 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340326.000000 Penalty: 45735.921875
Iteration 204Q: 23 clusters Score -2.134033e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 11478 members 
Mstep: Class 3 contains 6619 members 
Mstep: Class 4 contains 4402 members 
Mstep: Class 5 contains 79535 members 
Mstep: Class 6 contains 6710 members 
Mstep: Class 7 contains 89388 members 
Mstep: Class 8 contains 22598 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46406 members 
Mstep: Class 11 contains 13314 members 
Mstep: Class 12 contains 8623 members 
Mstep: Class 13 contains 10267 members 
Mstep: Class 14 contains 3931 members 
Mstep: Class 15 contains 12875 members 
Mstep: Class 16 contains 12208 members 
Mstep: Class 17 contains 2618 members 
Mstep: Class 18 contains 11676 members 
Mstep: Class 19 contains 2365 members 
Mstep: Class 20 contains 5049 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340378.000000 Penalty: 45735.921875
Iteration 205Q: 23 clusters Score -2.134038e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 11473 members 
Mstep: Class 3 contains 6620 members 
Mstep: Class 4 contains 4402 members 
Mstep: Class 5 contains 79551 members 
Mstep: Class 6 contains 6714 members 
Mstep: Class 7 contains 89344 members 
Mstep: Class 8 contains 22594 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46434 members 
Mstep: Class 11 contains 13314 members 
Mstep: Class 12 contains 8623 members 
Mstep: Class 13 contains 10264 members 
Mstep: Class 14 contains 3931 members 
Mstep: Class 15 contains 12897 members 
Mstep: Class 16 contains 12204 members 
Mstep: Class 17 contains 2618 members 
Mstep: Class 18 contains 11664 members 
Mstep: Class 19 contains 2365 members 
Mstep: Class 20 contains 5049 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340416.000000 Penalty: 45735.921875
Iteration 206Q: 23 clusters Score -2.134042e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 11469 members 
Mstep: Class 3 contains 6620 members 
Mstep: Class 4 contains 4402 members 
Mstep: Class 5 contains 79567 members 
Mstep: Class 6 contains 6718 members 
Mstep: Class 7 contains 89303 members 
Mstep: Class 8 contains 22590 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46466 members 
Mstep: Class 11 contains 13314 members 
Mstep: Class 12 contains 8622 members 
Mstep: Class 13 contains 10258 members 
Mstep: Class 14 contains 3931 members 
Mstep: Class 15 contains 12913 members 
Mstep: Class 16 contains 12204 members 
Mstep: Class 17 contains 2618 members 
Mstep: Class 18 contains 11650 members 
Mstep: Class 19 contains 2365 members 
Mstep: Class 20 contains 5049 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340444.000000 Penalty: 45735.921875
Iteration 207Q: 23 clusters Score -2.134044e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 11467 members 
Mstep: Class 3 contains 6618 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 5 contains 79574 members 
Mstep: Class 6 contains 6717 members 
Mstep: Class 7 contains 89268 members 
Mstep: Class 8 contains 22587 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46509 members 
Mstep: Class 11 contains 13312 members 
Mstep: Class 12 contains 8622 members 
Mstep: Class 13 contains 10252 members 
Mstep: Class 14 contains 3931 members 
Mstep: Class 15 contains 12931 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 2618 members 
Mstep: Class 18 contains 11638 members 
Mstep: Class 19 contains 2365 members 
Mstep: Class 20 contains 5049 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340436.000000 Penalty: 45735.921875
Iteration 208Q: 23 clusters Score -2.134044e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 11464 members 
Mstep: Class 3 contains 6618 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 5 contains 79586 members 
Mstep: Class 6 contains 6717 members 
Mstep: Class 7 contains 89237 members 
Mstep: Class 8 contains 22582 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46552 members 
Mstep: Class 11 contains 13310 members 
Mstep: Class 12 contains 8622 members 
Mstep: Class 13 contains 10245 members 
Mstep: Class 14 contains 3931 members 
Mstep: Class 15 contains 12941 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 2618 members 
Mstep: Class 18 contains 11624 members 
Mstep: Class 19 contains 2364 members 
Mstep: Class 20 contains 5049 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340418.000000 Penalty: 45735.921875
Iteration 209Q: 23 clusters Score -2.134042e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 11459 members 
Mstep: Class 3 contains 6618 members 
Mstep: Class 4 contains 4399 members 
Mstep: Class 5 contains 79591 members 
Mstep: Class 6 contains 6718 members 
Mstep: Class 7 contains 89203 members 
Mstep: Class 8 contains 22579 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46597 members 
Mstep: Class 11 contains 13309 members 
Mstep: Class 12 contains 8622 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 3931 members 
Mstep: Class 15 contains 12952 members 
Mstep: Class 16 contains 12198 members 
Mstep: Class 17 contains 2618 members 
Mstep: Class 18 contains 11611 members 
Mstep: Class 19 contains 2364 members 
Mstep: Class 20 contains 5049 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340356.000000 Penalty: 45735.921875
Iteration 210Q: 23 clusters Score -2.134036e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 11460 members 
Mstep: Class 3 contains 6616 members 
Mstep: Class 4 contains 4397 members 
Mstep: Class 5 contains 79591 members 
Mstep: Class 6 contains 6718 members 
Mstep: Class 7 contains 89172 members 
Mstep: Class 8 contains 22579 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46643 members 
Mstep: Class 11 contains 13306 members 
Mstep: Class 12 contains 8619 members 
Mstep: Class 13 contains 10238 members 
Mstep: Class 14 contains 3931 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 12197 members 
Mstep: Class 17 contains 2618 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 2363 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340354.000000 Penalty: 45735.921875
Iteration 211Q: 23 clusters Score -2.134035e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 11459 members 
Mstep: Class 3 contains 6619 members 
Mstep: Class 4 contains 4398 members 
Mstep: Class 5 contains 79585 members 
Mstep: Class 6 contains 6717 members 
Mstep: Class 7 contains 89139 members 
Mstep: Class 8 contains 22577 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46687 members 
Mstep: Class 11 contains 13304 members 
Mstep: Class 12 contains 8619 members 
Mstep: Class 13 contains 10234 members 
Mstep: Class 14 contains 3931 members 
Mstep: Class 15 contains 12978 members 
Mstep: Class 16 contains 12197 members 
Mstep: Class 17 contains 2618 members 
Mstep: Class 18 contains 11581 members 
Mstep: Class 19 contains 2363 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340376.000000 Penalty: 45735.921875
Iteration 212Q: 23 clusters Score -2.134038e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 11459 members 
Mstep: Class 3 contains 6619 members 
Mstep: Class 4 contains 4398 members 
Mstep: Class 5 contains 79581 members 
Mstep: Class 6 contains 6717 members 
Mstep: Class 7 contains 89131 members 
Mstep: Class 8 contains 22575 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46713 members 
Mstep: Class 11 contains 13301 members 
Mstep: Class 12 contains 8617 members 
Mstep: Class 13 contains 10233 members 
Mstep: Class 14 contains 3931 members 
Mstep: Class 15 contains 12981 members 
Mstep: Class 16 contains 12195 members 
Mstep: Class 17 contains 2618 members 
Mstep: Class 18 contains 11573 members 
Mstep: Class 19 contains 2363 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340408.000000 Penalty: 45735.921875
Iteration 213Q: 23 clusters Score -2.134041e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 11460 members 
Mstep: Class 3 contains 6620 members 
Mstep: Class 4 contains 4399 members 
Mstep: Class 5 contains 79578 members 
Mstep: Class 6 contains 6717 members 
Mstep: Class 7 contains 89117 members 
Mstep: Class 8 contains 22574 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46731 members 
Mstep: Class 11 contains 13300 members 
Mstep: Class 12 contains 8613 members 
Mstep: Class 13 contains 10233 members 
Mstep: Class 14 contains 3932 members 
Mstep: Class 15 contains 12981 members 
Mstep: Class 16 contains 12196 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11575 members 
Mstep: Class 19 contains 2363 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 2455 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340396.000000 Penalty: 45735.921875
Iteration 214Q: 23 clusters Score -2.13404e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 11458 members 
Mstep: Class 3 contains 6620 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 79577 members 
Mstep: Class 6 contains 6717 members 
Mstep: Class 7 contains 89107 members 
Mstep: Class 8 contains 22574 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46753 members 
Mstep: Class 11 contains 13299 members 
Mstep: Class 12 contains 8613 members 
Mstep: Class 13 contains 10232 members 
Mstep: Class 14 contains 3933 members 
Mstep: Class 15 contains 12981 members 
Mstep: Class 16 contains 12196 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11571 members 
Mstep: Class 19 contains 2364 members 
Mstep: Class 20 contains 5046 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340354.000000 Penalty: 45735.921875
Iteration 215Q: 23 clusters Score -2.134035e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 11454 members 
Mstep: Class 3 contains 6620 members 
Mstep: Class 4 contains 4393 members 
Mstep: Class 5 contains 79583 members 
Mstep: Class 6 contains 6716 members 
Mstep: Class 7 contains 89081 members 
Mstep: Class 8 contains 22575 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46781 members 
Mstep: Class 11 contains 13299 members 
Mstep: Class 12 contains 8612 members 
Mstep: Class 13 contains 10228 members 
Mstep: Class 14 contains 3934 members 
Mstep: Class 15 contains 12985 members 
Mstep: Class 16 contains 12196 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11572 members 
Mstep: Class 19 contains 2364 members 
Mstep: Class 20 contains 5045 members 
Mstep: Class 21 contains 2458 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340356.000000 Penalty: 45735.921875
Iteration 216Q: 23 clusters Score -2.134036e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 11452 members 
Mstep: Class 3 contains 6620 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79589 members 
Mstep: Class 6 contains 6717 members 
Mstep: Class 7 contains 89065 members 
Mstep: Class 8 contains 22573 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46802 members 
Mstep: Class 11 contains 13298 members 
Mstep: Class 12 contains 8611 members 
Mstep: Class 13 contains 10226 members 
Mstep: Class 14 contains 3935 members 
Mstep: Class 15 contains 12984 members 
Mstep: Class 16 contains 12197 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11571 members 
Mstep: Class 19 contains 2364 members 
Mstep: Class 20 contains 5045 members 
Mstep: Class 21 contains 2458 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340416.000000 Penalty: 45735.921875
Iteration 217Q: 23 clusters Score -2.134042e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11450 members 
Mstep: Class 3 contains 6619 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79594 members 
Mstep: Class 6 contains 6716 members 
Mstep: Class 7 contains 89048 members 
Mstep: Class 8 contains 22575 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46825 members 
Mstep: Class 11 contains 13298 members 
Mstep: Class 12 contains 8611 members 
Mstep: Class 13 contains 10223 members 
Mstep: Class 14 contains 3936 members 
Mstep: Class 15 contains 12984 members 
Mstep: Class 16 contains 12198 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11565 members 
Mstep: Class 19 contains 2363 members 
Mstep: Class 20 contains 5045 members 
Mstep: Class 21 contains 2459 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340480.000000 Penalty: 45735.921875
Iteration 218Q: 23 clusters Score -2.134048e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11446 members 
Mstep: Class 3 contains 6617 members 
Mstep: Class 4 contains 4389 members 
Mstep: Class 5 contains 79595 members 
Mstep: Class 6 contains 6717 members 
Mstep: Class 7 contains 89025 members 
Mstep: Class 8 contains 22572 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46857 members 
Mstep: Class 11 contains 13298 members 
Mstep: Class 12 contains 8609 members 
Mstep: Class 13 contains 10221 members 
Mstep: Class 14 contains 3937 members 
Mstep: Class 15 contains 12989 members 
Mstep: Class 16 contains 12198 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11562 members 
Mstep: Class 19 contains 2363 members 
Mstep: Class 20 contains 5045 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340452.000000 Penalty: 45735.921875
Iteration 219Q: 23 clusters Score -2.134045e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11446 members 
Mstep: Class 3 contains 6617 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 79607 members 
Mstep: Class 6 contains 6717 members 
Mstep: Class 7 contains 88995 members 
Mstep: Class 8 contains 22571 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46877 members 
Mstep: Class 11 contains 13298 members 
Mstep: Class 12 contains 8609 members 
Mstep: Class 13 contains 10221 members 
Mstep: Class 14 contains 3938 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 12198 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11557 members 
Mstep: Class 19 contains 2362 members 
Mstep: Class 20 contains 5045 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340448.000000 Penalty: 45735.921875
Iteration 220F: 23 clusters Score -2.134045e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 11446 members 
Mstep: Class 3 contains 6617 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 79607 members 
Mstep: Class 6 contains 6718 members 
Mstep: Class 7 contains 88979 members 
Mstep: Class 8 contains 22571 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46900 members 
Mstep: Class 11 contains 13299 members 
Mstep: Class 12 contains 8608 members 
Mstep: Class 13 contains 10218 members 
Mstep: Class 14 contains 3939 members 
Mstep: Class 15 contains 12995 members 
Mstep: Class 16 contains 12198 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11550 members 
Mstep: Class 19 contains 2360 members 
Mstep: Class 20 contains 5046 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340400.000000 Penalty: 45735.921875
Iteration 221Q: 23 clusters Score -2.13404e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 11446 members 
Mstep: Class 3 contains 6618 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 79613 members 
Mstep: Class 6 contains 6719 members 
Mstep: Class 7 contains 88966 members 
Mstep: Class 8 contains 22569 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46923 members 
Mstep: Class 11 contains 13298 members 
Mstep: Class 12 contains 8605 members 
Mstep: Class 13 contains 10214 members 
Mstep: Class 14 contains 3940 members 
Mstep: Class 15 contains 12997 members 
Mstep: Class 16 contains 12196 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11544 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 5046 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340412.000000 Penalty: 45735.921875
Iteration 222Q: 23 clusters Score -2.134041e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 11445 members 
Mstep: Class 3 contains 6618 members 
Mstep: Class 4 contains 4389 members 
Mstep: Class 5 contains 79624 members 
Mstep: Class 6 contains 6721 members 
Mstep: Class 7 contains 88942 members 
Mstep: Class 8 contains 22566 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46942 members 
Mstep: Class 11 contains 13296 members 
Mstep: Class 12 contains 8604 members 
Mstep: Class 13 contains 10213 members 
Mstep: Class 14 contains 3942 members 
Mstep: Class 15 contains 12997 members 
Mstep: Class 16 contains 12194 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11544 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 5046 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340400.000000 Penalty: 45735.921875
Iteration 223Q: 23 clusters Score -2.13404e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 11445 members 
Mstep: Class 3 contains 6617 members 
Mstep: Class 4 contains 4389 members 
Mstep: Class 5 contains 79636 members 
Mstep: Class 6 contains 6722 members 
Mstep: Class 7 contains 88925 members 
Mstep: Class 8 contains 22565 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46958 members 
Mstep: Class 11 contains 13296 members 
Mstep: Class 12 contains 8604 members 
Mstep: Class 13 contains 10210 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 12995 members 
Mstep: Class 16 contains 12189 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11543 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 5046 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340416.000000 Penalty: 45735.921875
Iteration 224Q: 23 clusters Score -2.134042e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 11444 members 
Mstep: Class 3 contains 6616 members 
Mstep: Class 4 contains 4389 members 
Mstep: Class 5 contains 79644 members 
Mstep: Class 6 contains 6724 members 
Mstep: Class 7 contains 88912 members 
Mstep: Class 8 contains 22564 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46974 members 
Mstep: Class 11 contains 13296 members 
Mstep: Class 12 contains 8604 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 12988 members 
Mstep: Class 16 contains 12189 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11543 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 5046 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340414.000000 Penalty: 45735.921875
Iteration 225Q: 23 clusters Score -2.134041e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 11442 members 
Mstep: Class 3 contains 6616 members 
Mstep: Class 4 contains 4389 members 
Mstep: Class 5 contains 79645 members 
Mstep: Class 6 contains 6725 members 
Mstep: Class 7 contains 88903 members 
Mstep: Class 8 contains 22563 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 46990 members 
Mstep: Class 11 contains 13296 members 
Mstep: Class 12 contains 8603 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 12990 members 
Mstep: Class 16 contains 12189 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11537 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340396.000000 Penalty: 45735.921875
Iteration 226Q: 23 clusters Score -2.13404e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 11439 members 
Mstep: Class 3 contains 6616 members 
Mstep: Class 4 contains 4389 members 
Mstep: Class 5 contains 79643 members 
Mstep: Class 6 contains 6726 members 
Mstep: Class 7 contains 88891 members 
Mstep: Class 8 contains 22564 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47008 members 
Mstep: Class 11 contains 13296 members 
Mstep: Class 12 contains 8601 members 
Mstep: Class 13 contains 10204 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 12189 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11535 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340414.000000 Penalty: 45735.921875
Iteration 227Q: 23 clusters Score -2.134041e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 11435 members 
Mstep: Class 3 contains 6616 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 79643 members 
Mstep: Class 6 contains 6728 members 
Mstep: Class 7 contains 88882 members 
Mstep: Class 8 contains 22563 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47021 members 
Mstep: Class 11 contains 13296 members 
Mstep: Class 12 contains 8601 members 
Mstep: Class 13 contains 10203 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 12993 members 
Mstep: Class 16 contains 12189 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11533 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340436.000000 Penalty: 45735.921875
Iteration 228Q: 23 clusters Score -2.134044e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 11435 members 
Mstep: Class 3 contains 6616 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 79642 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 88870 members 
Mstep: Class 8 contains 22563 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47031 members 
Mstep: Class 11 contains 13296 members 
Mstep: Class 12 contains 8602 members 
Mstep: Class 13 contains 10203 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 12997 members 
Mstep: Class 16 contains 12189 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11529 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340416.000000 Penalty: 45735.921875
Iteration 229Q: 23 clusters Score -2.134042e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 11435 members 
Mstep: Class 3 contains 6616 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 79637 members 
Mstep: Class 6 contains 6731 members 
Mstep: Class 7 contains 88858 members 
Mstep: Class 8 contains 22563 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47045 members 
Mstep: Class 11 contains 13296 members 
Mstep: Class 12 contains 8601 members 
Mstep: Class 13 contains 10204 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 13000 members 
Mstep: Class 16 contains 12189 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11527 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340424.000000 Penalty: 45735.921875
Iteration 230Q: 23 clusters Score -2.134042e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 11434 members 
Mstep: Class 3 contains 6616 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 79635 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88852 members 
Mstep: Class 8 contains 22562 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47059 members 
Mstep: Class 11 contains 13296 members 
Mstep: Class 12 contains 8600 members 
Mstep: Class 13 contains 10204 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 12999 members 
Mstep: Class 16 contains 12189 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340460.000000 Penalty: 45735.921875
Iteration 231Q: 23 clusters Score -2.134046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 11434 members 
Mstep: Class 3 contains 6616 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 79635 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88850 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47065 members 
Mstep: Class 11 contains 13296 members 
Mstep: Class 12 contains 8600 members 
Mstep: Class 13 contains 10204 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 12996 members 
Mstep: Class 16 contains 12189 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340456.000000 Penalty: 45735.921875
Iteration 232Q: 23 clusters Score -2.134046e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 11435 members 
Mstep: Class 3 contains 6615 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 79641 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88843 members 
Mstep: Class 8 contains 22562 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47069 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 8600 members 
Mstep: Class 13 contains 10204 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 12994 members 
Mstep: Class 16 contains 12188 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340448.000000 Penalty: 45735.921875
Iteration 233Q: 23 clusters Score -2.134045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11435 members 
Mstep: Class 3 contains 6615 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 79645 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88839 members 
Mstep: Class 8 contains 22562 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47071 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 8600 members 
Mstep: Class 13 contains 10203 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 12993 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340446.000000 Penalty: 45735.921875
Iteration 234Q: 23 clusters Score -2.134045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11435 members 
Mstep: Class 3 contains 6615 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 79644 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88837 members 
Mstep: Class 8 contains 22562 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47074 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 8601 members 
Mstep: Class 13 contains 10203 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340422.000000 Penalty: 45735.921875
Iteration 235Q: 23 clusters Score -2.134042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11434 members 
Mstep: Class 3 contains 6615 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 79646 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88833 members 
Mstep: Class 8 contains 22562 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47077 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 8601 members 
Mstep: Class 13 contains 10203 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340432.000000 Penalty: 45735.921875
Iteration 236Q: 23 clusters Score -2.134043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11434 members 
Mstep: Class 3 contains 6614 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 79646 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88831 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47081 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 8601 members 
Mstep: Class 13 contains 10203 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340430.000000 Penalty: 45735.921875
Iteration 237Q: 23 clusters Score -2.134043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6613 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 79645 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88831 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47085 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 8601 members 
Mstep: Class 13 contains 10203 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340436.000000 Penalty: 45735.921875
Iteration 238Q: 23 clusters Score -2.134044e+07 nChanged 8
Entering ConstructFrom: 
Score: -21340436.000000 Penalty: 45735.921875
Entering ConstructFrom: 
Trying to split cluster 1 (5941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Entering Unmasked Estep 
Score: -350529.531250 Penalty: 1412.065308
	Iteration 0F: 2 clusters Score -350529.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -345937.718750 Penalty: 2824.130615
	Iteration 0F: 3 clusters Score -345937.7 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -347295.625000 Penalty: 2824.130615
	Iteration 1F: 3 clusters Score -347295.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -347522.812500 Penalty: 2824.130615
	Iteration 2F: 3 clusters Score -347522.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -347730.093750 Penalty: 2824.130615
	Iteration 3F: 3 clusters Score -347730.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -347949.687500 Penalty: 2824.130615
	Iteration 4F: 3 clusters Score -347949.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -348148.906250 Penalty: 2824.130615
	Iteration 5Q: 3 clusters Score -348148.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -348364.156250 Penalty: 2824.130615
	Iteration 6Q: 3 clusters Score -348364.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -348583.937500 Penalty: 2824.130615
	Iteration 7F: 3 clusters Score -348583.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -348767.593750 Penalty: 2824.130615
	Iteration 8Q: 3 clusters Score -348767.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -348947.375000 Penalty: 2824.130615
	Iteration 9Q: 3 clusters Score -348947.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -349080.312500 Penalty: 2824.130615
	Iteration 10Q: 3 clusters Score -349080.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -349183.406250 Penalty: 2824.130615
	Iteration 11Q: 3 clusters Score -349183.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -349258.343750 Penalty: 2824.130615
	Iteration 12Q: 3 clusters Score -349258.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -349319.093750 Penalty: 2824.130615
	Iteration 13Q: 3 clusters Score -349319.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -349381.843750 Penalty: 2824.130615
	Iteration 14Q: 3 clusters Score -349381.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -349466.312500 Penalty: 2824.130615
	Iteration 15Q: 3 clusters Score -349466.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -349602.468750 Penalty: 2824.130615
	Iteration 16Q: 3 clusters Score -349602.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -349829.843750 Penalty: 2824.130615
	Iteration 17Q: 3 clusters Score -349829.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -350081.468750 Penalty: 2824.130615
	Iteration 18Q: 3 clusters Score -350081.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -350315.406250 Penalty: 2824.130615
	Iteration 19Q: 3 clusters Score -350315.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -350470.343750 Penalty: 2824.130615
	Iteration 20F: 3 clusters Score -350470.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -350557.468750 Penalty: 2824.130615
	Iteration 21Q: 3 clusters Score -350557.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -350613.093750 Penalty: 2824.130615
	Iteration 22Q: 3 clusters Score -350613.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -350646.031250 Penalty: 2824.130615
	Iteration 23Q: 3 clusters Score -350646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -350662.218750 Penalty: 2824.130615
	Iteration 24Q: 3 clusters Score -350662.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -350672.625000 Penalty: 2824.130615
	Iteration 25Q: 3 clusters Score -350672.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -350676.468750 Penalty: 2824.130615
	Iteration 26Q: 3 clusters Score -350676.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -350678.312500 Penalty: 2824.130615
	Iteration 27Q: 3 clusters Score -350678.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -350680.593750 Penalty: 2824.130615
	Iteration 28Q: 3 clusters Score -350680.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -350682.000000 Penalty: 2824.130615
	Iteration 29Q: 3 clusters Score -350682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -350682.468750 Penalty: 2824.130615
	Iteration 30Q: 3 clusters Score -350682.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -350682.812500 Penalty: 2824.130615
	Iteration 31Q: 3 clusters Score -350682.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -350684.156250 Penalty: 2824.130615
	Iteration 32Q: 3 clusters Score -350684.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -350684.968750 Penalty: 2824.130615
	Iteration 33Q: 3 clusters Score -350685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -350685.031250 Penalty: 2824.130615
	Iteration 34Q: 3 clusters Score -350685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -350685.875000 Penalty: 2824.130615
	Iteration 35Q: 3 clusters Score -350685.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -350686.187500 Penalty: 2824.130615
	Iteration 36Q: 3 clusters Score -350686.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -350686.187500 Penalty: 2824.130615
	Iteration 37F: 3 clusters Score -350686.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 11432 members 
Mstep: Class 3 contains 6611 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 79643 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88832 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47090 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 8601 members 
Mstep: Class 13 contains 10203 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2356 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Mstep: Class 23 contains 2240 members 
Entering Unmasked Estep 
Score: -21339938.000000 Penalty: 47814.824219
Splitting cluster 1 changes total score from -21340436.000000 to -21339938.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (11432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Entering Unmasked Estep 
Score: -708414.500000 Penalty: 1518.427856
	Iteration 0F: 2 clusters Score -708414.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -700280.875000 Penalty: 3036.855713
	Iteration 0F: 3 clusters Score -700280.9 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -702976.062500 Penalty: 3036.855713
	Iteration 1F: 3 clusters Score -702976.1 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -703252.187500 Penalty: 3036.855713
	Iteration 2F: 3 clusters Score -703252.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -703451.187500 Penalty: 3036.855713
	Iteration 3Q: 3 clusters Score -703451.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -703652.125000 Penalty: 3036.855713
	Iteration 4Q: 3 clusters Score -703652.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -703864.750000 Penalty: 3036.855713
	Iteration 5Q: 3 clusters Score -703864.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -704114.625000 Penalty: 3036.855713
	Iteration 6Q: 3 clusters Score -704114.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -704389.937500 Penalty: 3036.855713
	Iteration 7Q: 3 clusters Score -704389.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -704689.125000 Penalty: 3036.855713
	Iteration 8Q: 3 clusters Score -704689.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -705004.062500 Penalty: 3036.855713
	Iteration 9Q: 3 clusters Score -705004.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -705291.000000 Penalty: 3036.855713
	Iteration 10Q: 3 clusters Score -705291 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -705575.000000 Penalty: 3036.855713
	Iteration 11Q: 3 clusters Score -705575 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -705788.250000 Penalty: 3036.855713
	Iteration 12Q: 3 clusters Score -705788.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -705913.125000 Penalty: 3036.855713
	Iteration 13Q: 3 clusters Score -705913.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -705992.687500 Penalty: 3036.855713
	Iteration 14Q: 3 clusters Score -705992.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -706062.500000 Penalty: 3036.855713
	Iteration 15Q: 3 clusters Score -706062.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -706139.625000 Penalty: 3036.855713
	Iteration 16Q: 3 clusters Score -706139.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -706205.750000 Penalty: 3036.855713
	Iteration 17Q: 3 clusters Score -706205.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -706270.375000 Penalty: 3036.855713
	Iteration 18Q: 3 clusters Score -706270.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -706338.187500 Penalty: 3036.855713
	Iteration 19Q: 3 clusters Score -706338.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -706409.125000 Penalty: 3036.855713
	Iteration 20F: 3 clusters Score -706409.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -706472.000000 Penalty: 3036.855713
	Iteration 21Q: 3 clusters Score -706472 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -706537.062500 Penalty: 3036.855713
	Iteration 22Q: 3 clusters Score -706537.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -706612.750000 Penalty: 3036.855713
	Iteration 23Q: 3 clusters Score -706612.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -706676.687500 Penalty: 3036.855713
	Iteration 24Q: 3 clusters Score -706676.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -706712.187500 Penalty: 3036.855713
	Iteration 25Q: 3 clusters Score -706712.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -706748.687500 Penalty: 3036.855713
	Iteration 26Q: 3 clusters Score -706748.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -706778.312500 Penalty: 3036.855713
	Iteration 27Q: 3 clusters Score -706778.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -706802.125000 Penalty: 3036.855713
	Iteration 28Q: 3 clusters Score -706802.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -706821.312500 Penalty: 3036.855713
	Iteration 29Q: 3 clusters Score -706821.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -706836.875000 Penalty: 3036.855713
	Iteration 30Q: 3 clusters Score -706836.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -706850.625000 Penalty: 3036.855713
	Iteration 31Q: 3 clusters Score -706850.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -706858.187500 Penalty: 3036.855713
	Iteration 32Q: 3 clusters Score -706858.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -706860.375000 Penalty: 3036.855713
	Iteration 33Q: 3 clusters Score -706860.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -706867.812500 Penalty: 3036.855713
	Iteration 34Q: 3 clusters Score -706867.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -706871.312500 Penalty: 3036.855713
	Iteration 35Q: 3 clusters Score -706871.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -706875.687500 Penalty: 3036.855713
	Iteration 36Q: 3 clusters Score -706875.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -706879.937500 Penalty: 3036.855713
	Iteration 37Q: 3 clusters Score -706879.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -706884.500000 Penalty: 3036.855713
	Iteration 38Q: 3 clusters Score -706884.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -706887.375000 Penalty: 3036.855713
	Iteration 39Q: 3 clusters Score -706887.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -706887.687500 Penalty: 3036.855713
	Iteration 40F: 3 clusters Score -706887.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -706890.687500 Penalty: 3036.855713
	Iteration 41Q: 3 clusters Score -706890.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -706889.625000 Penalty: 3036.855713
	Iteration 42Q: 3 clusters Score -706889.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -706889.312500 Penalty: 3036.855713
	Iteration 43Q: 3 clusters Score -706889.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -706891.687500 Penalty: 3036.855713
	Iteration 44Q: 3 clusters Score -706891.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -706894.125000 Penalty: 3036.855713
	Iteration 45Q: 3 clusters Score -706894.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -706892.875000 Penalty: 3036.855713
	Iteration 46Q: 3 clusters Score -706892.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -706893.750000 Penalty: 3036.855713
	Iteration 47Q: 3 clusters Score -706893.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -706893.875000 Penalty: 3036.855713
	Iteration 48Q: 3 clusters Score -706893.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -706894.062500 Penalty: 3036.855713
	Iteration 49Q: 3 clusters Score -706894.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -706893.187500 Penalty: 3036.855713
	Iteration 50Q: 3 clusters Score -706893.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -706893.687500 Penalty: 3036.855713
	Iteration 51Q: 3 clusters Score -706893.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -706896.312500 Penalty: 3036.855713
	Iteration 52Q: 3 clusters Score -706896.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -706897.000000 Penalty: 3036.855713
	Iteration 53Q: 3 clusters Score -706897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -706899.125000 Penalty: 3036.855713
	Iteration 54Q: 3 clusters Score -706899.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -706896.875000 Penalty: 3036.855713
	Iteration 55Q: 3 clusters Score -706896.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -706897.000000 Penalty: 3036.855713
	Iteration 56Q: 3 clusters Score -706897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -706897.000000 Penalty: 3036.855713
	Iteration 57F: 3 clusters Score -706897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Entering Unmasked Estep 
Score: -413348.093750 Penalty: 1429.429688
	Iteration 0F: 2 clusters Score -413348.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -408367.218750 Penalty: 2858.859375
	Iteration 0F: 3 clusters Score -408367.2 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -409828.625000 Penalty: 2858.859375
	Iteration 1F: 3 clusters Score -409828.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -410009.156250 Penalty: 2858.859375
	Iteration 2F: 3 clusters Score -410009.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -410141.031250 Penalty: 2858.859375
	Iteration 3Q: 3 clusters Score -410141 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -410249.906250 Penalty: 2858.859375
	Iteration 4Q: 3 clusters Score -410249.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -410332.156250 Penalty: 2858.859375
	Iteration 5Q: 3 clusters Score -410332.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -410388.812500 Penalty: 2858.859375
	Iteration 6Q: 3 clusters Score -410388.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -410433.625000 Penalty: 2858.859375
	Iteration 7Q: 3 clusters Score -410433.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -410475.000000 Penalty: 2858.859375
	Iteration 8Q: 3 clusters Score -410475 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -410520.375000 Penalty: 2858.859375
	Iteration 9Q: 3 clusters Score -410520.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -410568.312500 Penalty: 2858.859375
	Iteration 10Q: 3 clusters Score -410568.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -410624.656250 Penalty: 2858.859375
	Iteration 11Q: 3 clusters Score -410624.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -410680.593750 Penalty: 2858.859375
	Iteration 12Q: 3 clusters Score -410680.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -410751.500000 Penalty: 2858.859375
	Iteration 13Q: 3 clusters Score -410751.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -410836.562500 Penalty: 2858.859375
	Iteration 14Q: 3 clusters Score -410836.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -410951.750000 Penalty: 2858.859375
	Iteration 15Q: 3 clusters Score -410951.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -411073.062500 Penalty: 2858.859375
	Iteration 16Q: 3 clusters Score -411073.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -411194.437500 Penalty: 2858.859375
	Iteration 17Q: 3 clusters Score -411194.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -411326.156250 Penalty: 2858.859375
	Iteration 18Q: 3 clusters Score -411326.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -411455.531250 Penalty: 2858.859375
	Iteration 19Q: 3 clusters Score -411455.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -411580.437500 Penalty: 2858.859375
	Iteration 20F: 3 clusters Score -411580.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -411679.281250 Penalty: 2858.859375
	Iteration 21Q: 3 clusters Score -411679.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -411748.406250 Penalty: 2858.859375
	Iteration 22Q: 3 clusters Score -411748.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -411797.562500 Penalty: 2858.859375
	Iteration 23Q: 3 clusters Score -411797.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -411837.875000 Penalty: 2858.859375
	Iteration 24Q: 3 clusters Score -411837.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -411868.000000 Penalty: 2858.859375
	Iteration 25Q: 3 clusters Score -411868 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -411895.625000 Penalty: 2858.859375
	Iteration 26Q: 3 clusters Score -411895.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -411923.062500 Penalty: 2858.859375
	Iteration 27Q: 3 clusters Score -411923.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -411957.437500 Penalty: 2858.859375
	Iteration 28Q: 3 clusters Score -411957.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -411990.937500 Penalty: 2858.859375
	Iteration 29Q: 3 clusters Score -411990.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -412017.406250 Penalty: 2858.859375
	Iteration 30Q: 3 clusters Score -412017.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -412038.406250 Penalty: 2858.859375
	Iteration 31Q: 3 clusters Score -412038.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -412060.875000 Penalty: 2858.859375
	Iteration 32Q: 3 clusters Score -412060.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -412072.031250 Penalty: 2858.859375
	Iteration 33Q: 3 clusters Score -412072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -412078.875000 Penalty: 2858.859375
	Iteration 34Q: 3 clusters Score -412078.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -412084.343750 Penalty: 2858.859375
	Iteration 35Q: 3 clusters Score -412084.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -412090.000000 Penalty: 2858.859375
	Iteration 36Q: 3 clusters Score -412090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -412097.093750 Penalty: 2858.859375
	Iteration 37Q: 3 clusters Score -412097.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -412100.156250 Penalty: 2858.859375
	Iteration 38Q: 3 clusters Score -412100.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -412104.656250 Penalty: 2858.859375
	Iteration 39Q: 3 clusters Score -412104.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -412107.562500 Penalty: 2858.859375
	Iteration 40F: 3 clusters Score -412107.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -412111.375000 Penalty: 2858.859375
	Iteration 41Q: 3 clusters Score -412111.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -412112.718750 Penalty: 2858.859375
	Iteration 42Q: 3 clusters Score -412112.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -412114.281250 Penalty: 2858.859375
	Iteration 43Q: 3 clusters Score -412114.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -412119.093750 Penalty: 2858.859375
	Iteration 44Q: 3 clusters Score -412119.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -412122.312500 Penalty: 2858.859375
	Iteration 45Q: 3 clusters Score -412122.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -412126.562500 Penalty: 2858.859375
	Iteration 46Q: 3 clusters Score -412126.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -412129.031250 Penalty: 2858.859375
	Iteration 47Q: 3 clusters Score -412129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -412129.718750 Penalty: 2858.859375
	Iteration 48Q: 3 clusters Score -412129.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -412131.750000 Penalty: 2858.859375
	Iteration 49Q: 3 clusters Score -412131.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -412131.750000 Penalty: 2858.859375
	Iteration 50F: 3 clusters Score -412131.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Entering Unmasked Estep 
Score: -220646.937500 Penalty: 1362.901367
	Iteration 0F: 2 clusters Score -220646.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -216957.484375 Penalty: 2725.802734
	Iteration 0F: 3 clusters Score -216957.5 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -218013.281250 Penalty: 2725.802734
	Iteration 1F: 3 clusters Score -218013.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -218280.578125 Penalty: 2725.802734
	Iteration 2F: 3 clusters Score -218280.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -218497.031250 Penalty: 2725.802734
	Iteration 3F: 3 clusters Score -218497 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -218642.609375 Penalty: 2725.802734
	Iteration 4F: 3 clusters Score -218642.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -218751.203125 Penalty: 2725.802734
	Iteration 5Q: 3 clusters Score -218751.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -218835.062500 Penalty: 2725.802734
	Iteration 6Q: 3 clusters Score -218835.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -218890.859375 Penalty: 2725.802734
	Iteration 7Q: 3 clusters Score -218890.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -218933.203125 Penalty: 2725.802734
	Iteration 8Q: 3 clusters Score -218933.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -218980.656250 Penalty: 2725.802734
	Iteration 9Q: 3 clusters Score -218980.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -219042.453125 Penalty: 2725.802734
	Iteration 10Q: 3 clusters Score -219042.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -219108.703125 Penalty: 2725.802734
	Iteration 11Q: 3 clusters Score -219108.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -219169.125000 Penalty: 2725.802734
	Iteration 12Q: 3 clusters Score -219169.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -219223.187500 Penalty: 2725.802734
	Iteration 13Q: 3 clusters Score -219223.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -219273.703125 Penalty: 2725.802734
	Iteration 14Q: 3 clusters Score -219273.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -219317.703125 Penalty: 2725.802734
	Iteration 15Q: 3 clusters Score -219317.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -219357.328125 Penalty: 2725.802734
	Iteration 16Q: 3 clusters Score -219357.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -219408.703125 Penalty: 2725.802734
	Iteration 17Q: 3 clusters Score -219408.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -219471.250000 Penalty: 2725.802734
	Iteration 18Q: 3 clusters Score -219471.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -219516.625000 Penalty: 2725.802734
	Iteration 19Q: 3 clusters Score -219516.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -219548.109375 Penalty: 2725.802734
	Iteration 20F: 3 clusters Score -219548.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -219572.859375 Penalty: 2725.802734
	Iteration 21Q: 3 clusters Score -219572.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -219589.218750 Penalty: 2725.802734
	Iteration 22Q: 3 clusters Score -219589.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -219597.062500 Penalty: 2725.802734
	Iteration 23Q: 3 clusters Score -219597.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -219603.468750 Penalty: 2725.802734
	Iteration 24Q: 3 clusters Score -219603.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -219609.125000 Penalty: 2725.802734
	Iteration 25Q: 3 clusters Score -219609.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -219616.015625 Penalty: 2725.802734
	Iteration 26Q: 3 clusters Score -219616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -219619.875000 Penalty: 2725.802734
	Iteration 27Q: 3 clusters Score -219619.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -219623.515625 Penalty: 2725.802734
	Iteration 28Q: 3 clusters Score -219623.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -219627.062500 Penalty: 2725.802734
	Iteration 29Q: 3 clusters Score -219627.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -219632.406250 Penalty: 2725.802734
	Iteration 30Q: 3 clusters Score -219632.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -219638.156250 Penalty: 2725.802734
	Iteration 31Q: 3 clusters Score -219638.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -219643.828125 Penalty: 2725.802734
	Iteration 32Q: 3 clusters Score -219643.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -219647.046875 Penalty: 2725.802734
	Iteration 33Q: 3 clusters Score -219647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -219648.828125 Penalty: 2725.802734
	Iteration 34Q: 3 clusters Score -219648.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -219650.687500 Penalty: 2725.802734
	Iteration 35Q: 3 clusters Score -219650.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -219652.734375 Penalty: 2725.802734
	Iteration 36Q: 3 clusters Score -219652.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -219654.937500 Penalty: 2725.802734
	Iteration 37Q: 3 clusters Score -219654.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -219656.796875 Penalty: 2725.802734
	Iteration 38Q: 3 clusters Score -219656.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -219663.906250 Penalty: 2725.802734
	Iteration 39Q: 3 clusters Score -219663.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -219666.640625 Penalty: 2725.802734
	Iteration 40F: 3 clusters Score -219666.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -219669.843750 Penalty: 2725.802734
	Iteration 41Q: 3 clusters Score -219669.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -219673.953125 Penalty: 2725.802734
	Iteration 42Q: 3 clusters Score -219674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -219675.484375 Penalty: 2725.802734
	Iteration 43Q: 3 clusters Score -219675.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -219676.531250 Penalty: 2725.802734
	Iteration 44Q: 3 clusters Score -219676.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -219677.687500 Penalty: 2725.802734
	Iteration 45Q: 3 clusters Score -219677.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -219680.031250 Penalty: 2725.802734
	Iteration 46Q: 3 clusters Score -219680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -219684.343750 Penalty: 2725.802734
	Iteration 47Q: 3 clusters Score -219684.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -219686.765625 Penalty: 2725.802734
	Iteration 48Q: 3 clusters Score -219686.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -219689.109375 Penalty: 2725.802734
	Iteration 49Q: 3 clusters Score -219689.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -219689.828125 Penalty: 2725.802734
	Iteration 50Q: 3 clusters Score -219689.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -219690.437500 Penalty: 2725.802734
	Iteration 51Q: 3 clusters Score -219690.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -219691.093750 Penalty: 2725.802734
	Iteration 52Q: 3 clusters Score -219691.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -219691.562500 Penalty: 2725.802734
	Iteration 53Q: 3 clusters Score -219691.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -219691.562500 Penalty: 2725.802734
	Iteration 54F: 3 clusters Score -219691.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (79643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79643 members 
Entering Unmasked Estep 
Score: -5092731.500000 Penalty: 1833.862793
	Iteration 0F: 2 clusters Score -5092732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -5039539.000000 Penalty: 3667.725586
	Iteration 0F: 3 clusters Score -5039539 nChanged 38061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -5061626.000000 Penalty: 3667.725586
	Iteration 1F: 3 clusters Score -5061626 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -5062449.500000 Penalty: 3667.725586
	Iteration 2Q: 3 clusters Score -5062450 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -5063559.500000 Penalty: 3667.725586
	Iteration 3Q: 3 clusters Score -5063560 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -5065213.000000 Penalty: 3667.725586
	Iteration 4Q: 3 clusters Score -5065213 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -5067758.500000 Penalty: 3667.725586
	Iteration 5F: 3 clusters Score -5067758 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 55591 members 
Entering Unmasked Estep 
Score: -5071261.000000 Penalty: 3667.725586
	Iteration 6F: 3 clusters Score -5071261 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
Score: -5075800.000000 Penalty: 3667.725586
	Iteration 7F: 3 clusters Score -5075800 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 66509 members 
Entering Unmasked Estep 
Score: -5080746.000000 Penalty: 3667.725586
	Iteration 8F: 3 clusters Score -5080746 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 71128 members 
Entering Unmasked Estep 
Score: -5084893.500000 Penalty: 3667.725586
	Iteration 9F: 3 clusters Score -5084894 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 74213 members 
Entering Unmasked Estep 
Score: -5087621.000000 Penalty: 3667.725586
	Iteration 10Q: 3 clusters Score -5087621 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 76043 members 
Entering Unmasked Estep 
Score: -5089103.000000 Penalty: 3667.725586
	Iteration 11Q: 3 clusters Score -5089103 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 77074 members 
Entering Unmasked Estep 
Score: -5090028.500000 Penalty: 3667.725586
	Iteration 12Q: 3 clusters Score -5090028 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 77600 members 
Entering Unmasked Estep 
Score: -5090545.000000 Penalty: 3667.725586
	Iteration 13Q: 3 clusters Score -5090545 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 77910 members 
Entering Unmasked Estep 
Score: -5090833.000000 Penalty: 3667.725586
	Iteration 14Q: 3 clusters Score -5090833 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 78107 members 
Entering Unmasked Estep 
Score: -5090992.500000 Penalty: 3667.725586
	Iteration 15Q: 3 clusters Score -5090992 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 78264 members 
Entering Unmasked Estep 
Score: -5091069.500000 Penalty: 3667.725586
	Iteration 16Q: 3 clusters Score -5091070 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 78368 members 
Entering Unmasked Estep 
Score: -5091129.500000 Penalty: 3667.725586
	Iteration 17Q: 3 clusters Score -5091130 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 78440 members 
Entering Unmasked Estep 
Score: -5091162.500000 Penalty: 3667.725586
	Iteration 18Q: 3 clusters Score -5091162 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 78507 members 
Entering Unmasked Estep 
Score: -5091184.500000 Penalty: 3667.725586
	Iteration 19Q: 3 clusters Score -5091184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 78562 members 
Entering Unmasked Estep 
Score: -5091209.500000 Penalty: 3667.725586
	Iteration 20F: 3 clusters Score -5091210 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 78603 members 
Entering Unmasked Estep 
Score: -5091230.000000 Penalty: 3667.725586
	Iteration 21Q: 3 clusters Score -5091230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 78634 members 
Entering Unmasked Estep 
Score: -5091242.000000 Penalty: 3667.725586
	Iteration 22Q: 3 clusters Score -5091242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 78654 members 
Entering Unmasked Estep 
Score: -5091254.000000 Penalty: 3667.725586
	Iteration 23Q: 3 clusters Score -5091254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 78668 members 
Entering Unmasked Estep 
Score: -5091254.000000 Penalty: 3667.725586
	Iteration 24Q: 3 clusters Score -5091254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 78685 members 
Entering Unmasked Estep 
Score: -5091268.000000 Penalty: 3667.725586
	Iteration 25Q: 3 clusters Score -5091268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 78696 members 
Entering Unmasked Estep 
Score: -5091270.500000 Penalty: 3667.725586
	Iteration 26Q: 3 clusters Score -5091270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 78703 members 
Entering Unmasked Estep 
Score: -5091271.500000 Penalty: 3667.725586
	Iteration 27Q: 3 clusters Score -5091272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 78709 members 
Entering Unmasked Estep 
Score: -5091268.500000 Penalty: 3667.725586
	Iteration 28Q: 3 clusters Score -5091268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 78712 members 
Entering Unmasked Estep 
Score: -5091271.500000 Penalty: 3667.725586
	Iteration 29Q: 3 clusters Score -5091272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 78712 members 
Entering Unmasked Estep 
Score: -5091271.500000 Penalty: 3667.725586
	Iteration 30F: 3 clusters Score -5091272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Entering Unmasked Estep 
Score: -447640.531250 Penalty: 1432.376953
	Iteration 0F: 2 clusters Score -447640.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -442586.781250 Penalty: 2864.753906
	Iteration 0F: 3 clusters Score -442586.8 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -444130.781250 Penalty: 2864.753906
	Iteration 1F: 3 clusters Score -444130.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -444432.562500 Penalty: 2864.753906
	Iteration 2F: 3 clusters Score -444432.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -444692.093750 Penalty: 2864.753906
	Iteration 3F: 3 clusters Score -444692.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -444934.375000 Penalty: 2864.753906
	Iteration 4F: 3 clusters Score -444934.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -445206.406250 Penalty: 2864.753906
	Iteration 5F: 3 clusters Score -445206.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -445518.468750 Penalty: 2864.753906
	Iteration 6F: 3 clusters Score -445518.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -445806.406250 Penalty: 2864.753906
	Iteration 7F: 3 clusters Score -445806.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -446014.125000 Penalty: 2864.753906
	Iteration 8Q: 3 clusters Score -446014.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -446181.531250 Penalty: 2864.753906
	Iteration 9Q: 3 clusters Score -446181.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -446316.687500 Penalty: 2864.753906
	Iteration 10Q: 3 clusters Score -446316.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -446412.468750 Penalty: 2864.753906
	Iteration 11Q: 3 clusters Score -446412.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -446482.250000 Penalty: 2864.753906
	Iteration 12Q: 3 clusters Score -446482.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -446530.812500 Penalty: 2864.753906
	Iteration 13Q: 3 clusters Score -446530.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -446559.000000 Penalty: 2864.753906
	Iteration 14Q: 3 clusters Score -446559 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -446580.000000 Penalty: 2864.753906
	Iteration 15Q: 3 clusters Score -446580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -446596.218750 Penalty: 2864.753906
	Iteration 16Q: 3 clusters Score -446596.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -446608.906250 Penalty: 2864.753906
	Iteration 17Q: 3 clusters Score -446608.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -446620.031250 Penalty: 2864.753906
	Iteration 18Q: 3 clusters Score -446620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -446627.187500 Penalty: 2864.753906
	Iteration 19Q: 3 clusters Score -446627.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -446635.468750 Penalty: 2864.753906
	Iteration 20F: 3 clusters Score -446635.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -446642.062500 Penalty: 2864.753906
	Iteration 21Q: 3 clusters Score -446642.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -446650.031250 Penalty: 2864.753906
	Iteration 22Q: 3 clusters Score -446650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -446654.656250 Penalty: 2864.753906
	Iteration 23Q: 3 clusters Score -446654.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -446659.906250 Penalty: 2864.753906
	Iteration 24Q: 3 clusters Score -446659.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -446661.343750 Penalty: 2864.753906
	Iteration 25Q: 3 clusters Score -446661.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -446662.031250 Penalty: 2864.753906
	Iteration 26Q: 3 clusters Score -446662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -446662.031250 Penalty: 2864.753906
	Iteration 27F: 3 clusters Score -446662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (88832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88832 members 
Entering Unmasked Estep 
Score: -5436180.500000 Penalty: 1851.606689
	Iteration 0F: 2 clusters Score -5436180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -5376653.000000 Penalty: 3703.213379
	Iteration 0F: 3 clusters Score -5376653 nChanged 42485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -5401427.500000 Penalty: 3703.213379
	Iteration 1F: 3 clusters Score -5401428 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -5402167.000000 Penalty: 3703.213379
	Iteration 2Q: 3 clusters Score -5402167 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -5403096.000000 Penalty: 3703.213379
	Iteration 3Q: 3 clusters Score -5403096 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -5404302.000000 Penalty: 3703.213379
	Iteration 4Q: 3 clusters Score -5404302 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -5406102.500000 Penalty: 3703.213379
	Iteration 5Q: 3 clusters Score -5406102 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -5408840.500000 Penalty: 3703.213379
	Iteration 6F: 3 clusters Score -5408840 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 52423 members 
Entering Unmasked Estep 
Score: -5412863.000000 Penalty: 3703.213379
	Iteration 7F: 3 clusters Score -5412863 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -5417129.500000 Penalty: 3703.213379
	Iteration 8F: 3 clusters Score -5417130 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -5420067.500000 Penalty: 3703.213379
	Iteration 9F: 3 clusters Score -5420068 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 56703 members 
Entering Unmasked Estep 
Score: -5421387.000000 Penalty: 3703.213379
	Iteration 10Q: 3 clusters Score -5421387 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
Score: -5422069.500000 Penalty: 3703.213379
	Iteration 11Q: 3 clusters Score -5422070 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 58702 members 
Entering Unmasked Estep 
Score: -5422569.000000 Penalty: 3703.213379
	Iteration 12Q: 3 clusters Score -5422569 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -5423077.500000 Penalty: 3703.213379
	Iteration 13Q: 3 clusters Score -5423078 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 60584 members 
Entering Unmasked Estep 
Score: -5423605.500000 Penalty: 3703.213379
	Iteration 14Q: 3 clusters Score -5423606 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -5424139.000000 Penalty: 3703.213379
	Iteration 15Q: 3 clusters Score -5424139 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 62359 members 
Entering Unmasked Estep 
Score: -5424657.000000 Penalty: 3703.213379
	Iteration 16Q: 3 clusters Score -5424657 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -5425111.500000 Penalty: 3703.213379
	Iteration 17Q: 3 clusters Score -5425112 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 63841 members 
Entering Unmasked Estep 
Score: -5425574.500000 Penalty: 3703.213379
	Iteration 18Q: 3 clusters Score -5425574 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 64446 members 
Entering Unmasked Estep 
Score: -5425962.500000 Penalty: 3703.213379
	Iteration 19Q: 3 clusters Score -5425962 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 64998 members 
Entering Unmasked Estep 
Score: -5426369.000000 Penalty: 3703.213379
	Iteration 20F: 3 clusters Score -5426369 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 65502 members 
Entering Unmasked Estep 
Score: -5426731.000000 Penalty: 3703.213379
	Iteration 21Q: 3 clusters Score -5426731 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 65961 members 
Entering Unmasked Estep 
Score: -5427057.000000 Penalty: 3703.213379
	Iteration 22Q: 3 clusters Score -5427057 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -5427414.000000 Penalty: 3703.213379
	Iteration 23Q: 3 clusters Score -5427414 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 66706 members 
Entering Unmasked Estep 
Score: -5427683.000000 Penalty: 3703.213379
	Iteration 24Q: 3 clusters Score -5427683 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 66997 members 
Entering Unmasked Estep 
Score: -5427930.500000 Penalty: 3703.213379
	Iteration 25Q: 3 clusters Score -5427930 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 67261 members 
Entering Unmasked Estep 
Score: -5428149.500000 Penalty: 3703.213379
	Iteration 26Q: 3 clusters Score -5428150 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 67443 members 
Entering Unmasked Estep 
Score: -5428317.500000 Penalty: 3703.213379
	Iteration 27Q: 3 clusters Score -5428318 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 67580 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5428461 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 67656 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5428572 nChanged 617
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 67691 members 
Entering Unmasked Estep 
Score: -5428701.500000 Penalty: 3703.213379
	Iteration 30Q: 3 clusters Score -5428702 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 67703 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5428786 nChanged 499
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 67700 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5428854 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 67713 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5428902 nChanged 356
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 67711 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5428942 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 67702 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5428970 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 67698 members 
Entering Unmasked Estep 
Score: -5429007.000000 Penalty: 3703.213379
	Iteration 36Q: 3 clusters Score -5429007 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 67682 members 
Entering Unmasked Estep 
Score: -5429023.500000 Penalty: 3703.213379
	Iteration 37Q: 3 clusters Score -5429024 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 67666 members 
Entering Unmasked Estep 
Score: -5429046.000000 Penalty: 3703.213379
	Iteration 38Q: 3 clusters Score -5429046 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 67655 members 
Entering Unmasked Estep 
Score: -5429044.500000 Penalty: 3703.213379
	Iteration 39Q: 3 clusters Score -5429044 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 67637 members 
Entering Unmasked Estep 
Score: -5429040.500000 Penalty: 3703.213379
	Iteration 40F: 3 clusters Score -5429040 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 67613 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5429038 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 67587 members 
Entering Unmasked Estep 
Score: -5429026.000000 Penalty: 3703.213379
	Iteration 42Q: 3 clusters Score -5429026 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 67553 members 
Entering Unmasked Estep 
Score: -5429022.500000 Penalty: 3703.213379
	Iteration 43Q: 3 clusters Score -5429022 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 67521 members 
Entering Unmasked Estep 
Score: -5429035.000000 Penalty: 3703.213379
	Iteration 44Q: 3 clusters Score -5429035 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 67483 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5429050 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 67441 members 
Entering Unmasked Estep 
Score: -5429055.000000 Penalty: 3703.213379
	Iteration 46Q: 3 clusters Score -5429055 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 67405 members 
Entering Unmasked Estep 
Score: -5429063.000000 Penalty: 3703.213379
	Iteration 47Q: 3 clusters Score -5429063 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 67363 members 
Entering Unmasked Estep 
Score: -5429076.500000 Penalty: 3703.213379
	Iteration 48Q: 3 clusters Score -5429076 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 67323 members 
Entering Unmasked Estep 
Score: -5429089.000000 Penalty: 3703.213379
	Iteration 49Q: 3 clusters Score -5429089 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 67296 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5429090 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 67261 members 
Entering Unmasked Estep 
Score: -5429102.500000 Penalty: 3703.213379
	Iteration 51Q: 3 clusters Score -5429102 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 67219 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5429106 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 67192 members 
Entering Unmasked Estep 
Score: -5429098.500000 Penalty: 3703.213379
	Iteration 53Q: 3 clusters Score -5429098 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 67175 members 
Entering Unmasked Estep 
Score: -5429094.000000 Penalty: 3703.213379
	Iteration 54Q: 3 clusters Score -5429094 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 67158 members 
Entering Unmasked Estep 
Score: -5429099.000000 Penalty: 3703.213379
	Iteration 55Q: 3 clusters Score -5429099 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 67128 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5429098 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 67087 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5429102 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 67028 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5429096 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 66981 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5429100 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 66920 members 
Entering Unmasked Estep 
Score: -5429110.500000 Penalty: 3703.213379
	Iteration 60F: 3 clusters Score -5429110 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 66854 members 
Entering Unmasked Estep 
Score: -5429120.500000 Penalty: 3703.213379
	Iteration 61Q: 3 clusters Score -5429120 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 66776 members 
Entering Unmasked Estep 
Score: -5429106.500000 Penalty: 3703.213379
	Iteration 62Q: 3 clusters Score -5429106 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5429097 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 66609 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5429101 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 66538 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5429104 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5429110 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 66390 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5429119 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 66320 members 
Entering Unmasked Estep 
Score: -5429135.500000 Penalty: 3703.213379
	Iteration 68Q: 3 clusters Score -5429136 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 66248 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5429140 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 66184 members 
Entering Unmasked Estep 
Score: -5429143.500000 Penalty: 3703.213379
	Iteration 70Q: 3 clusters Score -5429144 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 66125 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5429132 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 66072 members 
Entering Unmasked Estep 
Score: -5429147.500000 Penalty: 3703.213379
	Iteration 72Q: 3 clusters Score -5429148 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 66011 members 
Entering Unmasked Estep 
Score: -5429152.500000 Penalty: 3703.213379
	Iteration 73Q: 3 clusters Score -5429152 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 65948 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5429170 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 65878 members 
Entering Unmasked Estep 
Score: -5429162.500000 Penalty: 3703.213379
	Iteration 75Q: 3 clusters Score -5429162 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5429168 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 65745 members 
Entering Unmasked Estep 
Score: -5429175.500000 Penalty: 3703.213379
	Iteration 77Q: 3 clusters Score -5429176 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Score: -5429196.000000 Penalty: 3703.213379
	Iteration 78Q: 3 clusters Score -5429196 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
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Entering Unmasked Estep 
Score: -5429179.000000 Penalty: 3703.213379
	Iteration 79Q: 3 clusters Score -5429179 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23287 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5429192 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 65489 members 
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	Iteration 81Q: 3 clusters Score -5429190 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 2 contains 65433 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5429184 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 65377 members 
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	Iteration 83Q: 3 clusters Score -5429196 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23516 members 
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	Iteration 84Q: 3 clusters Score -5429194 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -5429201.000000 Penalty: 3703.213379
	Iteration 85Q: 3 clusters Score -5429201 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23640 members 
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	Iteration 86Q: 3 clusters Score -5429206 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 65135 members 
Entering Unmasked Estep 
Score: -5429221.500000 Penalty: 3703.213379
	Iteration 87Q: 3 clusters Score -5429222 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 65071 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5429208 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 65007 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5429198 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 64936 members 
Entering Unmasked Estep 
Score: -5429202.500000 Penalty: 3703.213379
	Iteration 90Q: 3 clusters Score -5429202 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5429194 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 64777 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5429206 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 64685 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5429201 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 64589 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5429218 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 64483 members 
Entering Unmasked Estep 
Score: -5429223.500000 Penalty: 3703.213379
	Iteration 95Q: 3 clusters Score -5429224 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 64373 members 
Entering Unmasked Estep 
Score: -5429233.000000 Penalty: 3703.213379
	Iteration 96Q: 3 clusters Score -5429233 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 64258 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5429230 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 64128 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5429230 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 64000 members 
Entering Unmasked Estep 
Score: -5429243.500000 Penalty: 3703.213379
	Iteration 99Q: 3 clusters Score -5429244 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 63867 members 
Entering Unmasked Estep 
Score: -5429247.500000 Penalty: 3703.213379
	Iteration 100F: 3 clusters Score -5429248 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 63727 members 
Entering Unmasked Estep 
Score: -5429261.000000 Penalty: 3703.213379
	Iteration 101Q: 3 clusters Score -5429261 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 63587 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5429276 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 63424 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5429278 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 63246 members 
Entering Unmasked Estep 
Score: -5429318.500000 Penalty: 3703.213379
	Iteration 104Q: 3 clusters Score -5429318 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -5429332.500000 Penalty: 3703.213379
	Iteration 105Q: 3 clusters Score -5429332 nChanged 225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 62812 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5429372 nChanged 227
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Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 62585 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5429372 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 62336 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5429372 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5429400 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 61856 members 
Entering Unmasked Estep 
Score: -5429421.500000 Penalty: 3703.213379
	Iteration 110Q: 3 clusters Score -5429422 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 61611 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5429450 nChanged 231
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Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 61380 members 
Entering Unmasked Estep 
Score: -5429471.500000 Penalty: 3703.213379
	Iteration 112Q: 3 clusters Score -5429472 nChanged 238
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Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 61142 members 
Entering Unmasked Estep 
Score: -5429476.000000 Penalty: 3703.213379
	Iteration 113Q: 3 clusters Score -5429476 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5429472 nChanged 279
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Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 60612 members 
Entering Unmasked Estep 
Score: -5429496.500000 Penalty: 3703.213379
	Iteration 115Q: 3 clusters Score -5429496 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5429498 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 59999 members 
Entering Unmasked Estep 
Score: -5429507.500000 Penalty: 3703.213379
	Iteration 117Q: 3 clusters Score -5429508 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 59655 members 
Entering Unmasked Estep 
Score: -5429523.500000 Penalty: 3703.213379
	Iteration 118Q: 3 clusters Score -5429524 nChanged 356
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 59299 members 
Entering Unmasked Estep 
Score: -5429596.000000 Penalty: 3703.213379
	Iteration 119Q: 3 clusters Score -5429596 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 58906 members 
Entering Unmasked Estep 
Score: -5429655.500000 Penalty: 3703.213379
	Iteration 120F: 3 clusters Score -5429656 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 58507 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5429673 nChanged 386
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Mstep: Class 2 contains 57740 members 
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Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 57298 members 
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	Iteration 126Q: 3 clusters Score -5429950 nChanged 489
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	Iteration 138Q: 3 clusters Score -5430610 nChanged 443
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	Iteration 140F: 3 clusters Score -5430694 nChanged 436
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	Iteration 160F: 3 clusters Score -5431356 nChanged 257
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	Iteration 163Q: 3 clusters Score -5431428 nChanged 271
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	Iteration 164Q: 3 clusters Score -5431469 nChanged 253
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	Iteration 165Q: 3 clusters Score -5431507 nChanged 239
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	Iteration 170Q: 3 clusters Score -5431598 nChanged 167
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	Iteration 171Q: 3 clusters Score -5431603 nChanged 137
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	Iteration 172Q: 3 clusters Score -5431602 nChanged 141
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	Iteration 173Q: 3 clusters Score -5431603 nChanged 139
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	Iteration 174Q: 3 clusters Score -5431610 nChanged 102
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	Iteration 175Q: 3 clusters Score -5431629 nChanged 83
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	Iteration 176Q: 3 clusters Score -5431640 nChanged 87
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	Iteration 177Q: 3 clusters Score -5431642 nChanged 86
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	Iteration 178Q: 3 clusters Score -5431648 nChanged 96
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	Iteration 179Q: 3 clusters Score -5431642 nChanged 90
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	Iteration 180F: 3 clusters Score -5431650 nChanged 71
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	Iteration 181Q: 3 clusters Score -5431644 nChanged 61
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	Iteration 182Q: 3 clusters Score -5431651 nChanged 66
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	Iteration 183Q: 3 clusters Score -5431662 nChanged 50
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	Iteration 184Q: 3 clusters Score -5431671 nChanged 55
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	Iteration 185Q: 3 clusters Score -5431686 nChanged 45
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	Iteration 186Q: 3 clusters Score -5431700 nChanged 37
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	Iteration 187Q: 3 clusters Score -5431699 nChanged 23
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	Iteration 188Q: 3 clusters Score -5431704 nChanged 16
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	Iteration 189Q: 3 clusters Score -5431704 nChanged 16
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	Iteration 190Q: 3 clusters Score -5431698 nChanged 17
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	Iteration 191Q: 3 clusters Score -5431715 nChanged 23
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	Iteration 192Q: 3 clusters Score -5431715 nChanged 28
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	Iteration 193Q: 3 clusters Score -5431718 nChanged 39
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	Iteration 194Q: 3 clusters Score -5431704 nChanged 31
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	Iteration 195Q: 3 clusters Score -5431718 nChanged 29
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	Iteration 196Q: 3 clusters Score -5431708 nChanged 19
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	Iteration 197Q: 3 clusters Score -5431707 nChanged 17
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	Iteration 198Q: 3 clusters Score -5431698 nChanged 15
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	Iteration 199Q: 3 clusters Score -5431700 nChanged 11
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	Iteration 200F: 3 clusters Score -5431702 nChanged 13
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	Iteration 201Q: 3 clusters Score -5431690 nChanged 14
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	Iteration 202Q: 3 clusters Score -5431694 nChanged 8
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	Iteration 203Q: 3 clusters Score -5431696 nChanged 9
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	Iteration 204Q: 3 clusters Score -5431698 nChanged 9
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	Iteration 205Q: 3 clusters Score -5431696 nChanged 7
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	Iteration 206Q: 3 clusters Score -5431699 nChanged 7
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	Iteration 207Q: 3 clusters Score -5431704 nChanged 6
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	Iteration 208Q: 3 clusters Score -5431702 nChanged 8
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	Iteration 209Q: 3 clusters Score -5431692 nChanged 5
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	Iteration 210Q: 3 clusters Score -5431698 nChanged 3
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	Iteration 211Q: 3 clusters Score -5431703 nChanged 3
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	Iteration 212Q: 3 clusters Score -5431702 nChanged 4
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	Iteration 213Q: 3 clusters Score -5431706 nChanged 1
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	Iteration 214Q: 3 clusters Score -5431704 nChanged 0
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	Iteration 215F: 3 clusters Score -5431704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Entering Unmasked Estep 
Score: -1406716.375000 Penalty: 1628.896484
	Iteration 0F: 2 clusters Score -1406716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1391503.875000 Penalty: 3257.792969
	Iteration 0F: 3 clusters Score -1391504 nChanged 10213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1396937.625000 Penalty: 3257.792969
	Iteration 1F: 3 clusters Score -1396938 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1397212.625000 Penalty: 3257.792969
	Iteration 2Q: 3 clusters Score -1397213 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1397448.500000 Penalty: 3257.792969
	Iteration 3Q: 3 clusters Score -1397448 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1397666.875000 Penalty: 3257.792969
	Iteration 4Q: 3 clusters Score -1397667 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1397899.500000 Penalty: 3257.792969
	Iteration 5Q: 3 clusters Score -1397900 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1398114.250000 Penalty: 3257.792969
	Iteration 6Q: 3 clusters Score -1398114 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1398336.250000 Penalty: 3257.792969
	Iteration 7Q: 3 clusters Score -1398336 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1398584.875000 Penalty: 3257.792969
	Iteration 8Q: 3 clusters Score -1398585 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1398840.750000 Penalty: 3257.792969
	Iteration 9Q: 3 clusters Score -1398841 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1399147.250000 Penalty: 3257.792969
	Iteration 10Q: 3 clusters Score -1399147 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1399502.625000 Penalty: 3257.792969
	Iteration 11Q: 3 clusters Score -1399503 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1399912.500000 Penalty: 3257.792969
	Iteration 12Q: 3 clusters Score -1399912 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1400423.500000 Penalty: 3257.792969
	Iteration 13Q: 3 clusters Score -1400424 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1400956.625000 Penalty: 3257.792969
	Iteration 14Q: 3 clusters Score -1400957 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1401488.000000 Penalty: 3257.792969
	Iteration 15Q: 3 clusters Score -1401488 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -1401958.000000 Penalty: 3257.792969
	Iteration 16Q: 3 clusters Score -1401958 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -1402391.375000 Penalty: 3257.792969
	Iteration 17Q: 3 clusters Score -1402391 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -1402757.750000 Penalty: 3257.792969
	Iteration 18Q: 3 clusters Score -1402758 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -1403077.250000 Penalty: 3257.792969
	Iteration 19Q: 3 clusters Score -1403077 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -1403373.250000 Penalty: 3257.792969
	Iteration 20F: 3 clusters Score -1403373 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -1403626.125000 Penalty: 3257.792969
	Iteration 21Q: 3 clusters Score -1403626 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -1403857.625000 Penalty: 3257.792969
	Iteration 22Q: 3 clusters Score -1403858 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -1404084.125000 Penalty: 3257.792969
	Iteration 23Q: 3 clusters Score -1404084 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -1404292.250000 Penalty: 3257.792969
	Iteration 24Q: 3 clusters Score -1404292 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -1404502.500000 Penalty: 3257.792969
	Iteration 25Q: 3 clusters Score -1404502 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -1404709.000000 Penalty: 3257.792969
	Iteration 26Q: 3 clusters Score -1404709 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -1404862.500000 Penalty: 3257.792969
	Iteration 27Q: 3 clusters Score -1404862 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -1404984.750000 Penalty: 3257.792969
	Iteration 28Q: 3 clusters Score -1404985 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -1405082.750000 Penalty: 3257.792969
	Iteration 29Q: 3 clusters Score -1405083 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -1405171.875000 Penalty: 3257.792969
	Iteration 30Q: 3 clusters Score -1405172 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -1405239.125000 Penalty: 3257.792969
	Iteration 31Q: 3 clusters Score -1405239 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -1405289.000000 Penalty: 3257.792969
	Iteration 32Q: 3 clusters Score -1405289 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -1405321.250000 Penalty: 3257.792969
	Iteration 33Q: 3 clusters Score -1405321 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -1405347.625000 Penalty: 3257.792969
	Iteration 34Q: 3 clusters Score -1405348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -1405375.500000 Penalty: 3257.792969
	Iteration 35Q: 3 clusters Score -1405376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -1405392.625000 Penalty: 3257.792969
	Iteration 36Q: 3 clusters Score -1405393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -1405398.750000 Penalty: 3257.792969
	Iteration 37Q: 3 clusters Score -1405399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -1405401.750000 Penalty: 3257.792969
	Iteration 38Q: 3 clusters Score -1405402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -1405410.250000 Penalty: 3257.792969
	Iteration 39Q: 3 clusters Score -1405410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -1405410.750000 Penalty: 3257.792969
	Iteration 40F: 3 clusters Score -1405411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -1405417.000000 Penalty: 3257.792969
	Iteration 41Q: 3 clusters Score -1405417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -1405421.500000 Penalty: 3257.792969
	Iteration 42Q: 3 clusters Score -1405422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -1405428.000000 Penalty: 3257.792969
	Iteration 43Q: 3 clusters Score -1405428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -1405435.125000 Penalty: 3257.792969
	Iteration 44Q: 3 clusters Score -1405435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -1405435.125000 Penalty: 3257.792969
	Iteration 45Q: 3 clusters Score -1405435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -1405438.375000 Penalty: 3257.792969
	Iteration 46Q: 3 clusters Score -1405438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -1405438.875000 Penalty: 3257.792969
	Iteration 47Q: 3 clusters Score -1405439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -1405442.125000 Penalty: 3257.792969
	Iteration 48Q: 3 clusters Score -1405442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -1405442.125000 Penalty: 3257.792969
	Iteration 49F: 3 clusters Score -1405442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -7558.670898 Penalty: 823.696960
	Iteration 0F: 2 clusters Score -7558.671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6911.541992 Penalty: 1647.393921
	Iteration 0F: 3 clusters Score -6911.542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6970.389648 Penalty: 1647.393921
	Iteration 1F: 3 clusters Score -6970.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6986.503418 Penalty: 1647.393921
	Iteration 2Q: 3 clusters Score -6986.503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6994.596191 Penalty: 1647.393921
	Iteration 3Q: 3 clusters Score -6994.596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6994.596191 Penalty: 1647.393921
	Iteration 4F: 3 clusters Score -6994.596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Entering Unmasked Estep 
Score: -2898064.500000 Penalty: 1748.470093
	Iteration 0F: 2 clusters Score -2898064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -2866633.750000 Penalty: 3496.940186
	Iteration 0F: 3 clusters Score -2866634 nChanged 22055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -2879696.750000 Penalty: 3496.940186
	Iteration 1F: 3 clusters Score -2879697 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -2880425.000000 Penalty: 3496.940186
	Iteration 2Q: 3 clusters Score -2880425 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -2881222.500000 Penalty: 3496.940186
	Iteration 3Q: 3 clusters Score -2881222 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -2882188.000000 Penalty: 3496.940186
	Iteration 4Q: 3 clusters Score -2882188 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -2883520.250000 Penalty: 3496.940186
	Iteration 5F: 3 clusters Score -2883520 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -2885267.250000 Penalty: 3496.940186
	Iteration 6F: 3 clusters Score -2885267 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -2887807.500000 Penalty: 3496.940186
	Iteration 7F: 3 clusters Score -2887808 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -2890645.250000 Penalty: 3496.940186
	Iteration 8F: 3 clusters Score -2890645 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -2892863.000000 Penalty: 3496.940186
	Iteration 9F: 3 clusters Score -2892863 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -2894043.750000 Penalty: 3496.940186
	Iteration 10Q: 3 clusters Score -2894044 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -2894691.500000 Penalty: 3496.940186
	Iteration 11Q: 3 clusters Score -2894692 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -2895069.750000 Penalty: 3496.940186
	Iteration 12Q: 3 clusters Score -2895070 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -2895353.500000 Penalty: 3496.940186
	Iteration 13Q: 3 clusters Score -2895354 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -2895554.000000 Penalty: 3496.940186
	Iteration 14Q: 3 clusters Score -2895554 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -2895712.250000 Penalty: 3496.940186
	Iteration 15Q: 3 clusters Score -2895712 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -2895811.750000 Penalty: 3496.940186
	Iteration 16Q: 3 clusters Score -2895812 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -2895903.750000 Penalty: 3496.940186
	Iteration 17Q: 3 clusters Score -2895904 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -2895991.250000 Penalty: 3496.940186
	Iteration 18Q: 3 clusters Score -2895991 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -2896069.000000 Penalty: 3496.940186
	Iteration 19Q: 3 clusters Score -2896069 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -2896145.500000 Penalty: 3496.940186
	Iteration 20F: 3 clusters Score -2896146 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -2896210.750000 Penalty: 3496.940186
	Iteration 21Q: 3 clusters Score -2896211 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -2896290.000000 Penalty: 3496.940186
	Iteration 22Q: 3 clusters Score -2896290 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -2896361.250000 Penalty: 3496.940186
	Iteration 23Q: 3 clusters Score -2896361 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -2896443.250000 Penalty: 3496.940186
	Iteration 24Q: 3 clusters Score -2896443 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -2896543.000000 Penalty: 3496.940186
	Iteration 25Q: 3 clusters Score -2896543 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -2896629.500000 Penalty: 3496.940186
	Iteration 26Q: 3 clusters Score -2896630 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -2896712.000000 Penalty: 3496.940186
	Iteration 27Q: 3 clusters Score -2896712 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -2896792.250000 Penalty: 3496.940186
	Iteration 28Q: 3 clusters Score -2896792 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -2896867.750000 Penalty: 3496.940186
	Iteration 29Q: 3 clusters Score -2896868 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -2896916.250000 Penalty: 3496.940186
	Iteration 30Q: 3 clusters Score -2896916 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -2896966.750000 Penalty: 3496.940186
	Iteration 31Q: 3 clusters Score -2896967 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -2897023.000000 Penalty: 3496.940186
	Iteration 32Q: 3 clusters Score -2897023 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -2897055.250000 Penalty: 3496.940186
	Iteration 33Q: 3 clusters Score -2897055 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -2897084.750000 Penalty: 3496.940186
	Iteration 34Q: 3 clusters Score -2897085 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -2897102.250000 Penalty: 3496.940186
	Iteration 35Q: 3 clusters Score -2897102 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -2897121.000000 Penalty: 3496.940186
	Iteration 36Q: 3 clusters Score -2897121 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -2897134.000000 Penalty: 3496.940186
	Iteration 37Q: 3 clusters Score -2897134 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -2897154.250000 Penalty: 3496.940186
	Iteration 38Q: 3 clusters Score -2897154 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -2897166.500000 Penalty: 3496.940186
	Iteration 39Q: 3 clusters Score -2897166 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -2897180.500000 Penalty: 3496.940186
	Iteration 40F: 3 clusters Score -2897180 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -2897196.750000 Penalty: 3496.940186
	Iteration 41Q: 3 clusters Score -2897197 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -2897202.000000 Penalty: 3496.940186
	Iteration 42Q: 3 clusters Score -2897202 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -2897213.000000 Penalty: 3496.940186
	Iteration 43Q: 3 clusters Score -2897213 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -2897216.000000 Penalty: 3496.940186
	Iteration 44Q: 3 clusters Score -2897216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -2897218.000000 Penalty: 3496.940186
	Iteration 45Q: 3 clusters Score -2897218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -2897228.750000 Penalty: 3496.940186
	Iteration 46Q: 3 clusters Score -2897229 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -2897231.750000 Penalty: 3496.940186
	Iteration 47Q: 3 clusters Score -2897232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -2897238.250000 Penalty: 3496.940186
	Iteration 48Q: 3 clusters Score -2897238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -2897240.500000 Penalty: 3496.940186
	Iteration 49Q: 3 clusters Score -2897240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -2897240.500000 Penalty: 3496.940186
	Iteration 50Q: 3 clusters Score -2897240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -2897236.750000 Penalty: 3496.940186
	Iteration 51Q: 3 clusters Score -2897237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -2897246.250000 Penalty: 3496.940186
	Iteration 52Q: 3 clusters Score -2897246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -2897246.750000 Penalty: 3496.940186
	Iteration 53Q: 3 clusters Score -2897247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -2897248.250000 Penalty: 3496.940186
	Iteration 54Q: 3 clusters Score -2897248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -2897247.250000 Penalty: 3496.940186
	Iteration 55Q: 3 clusters Score -2897247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -2897249.000000 Penalty: 3496.940186
	Iteration 56Q: 3 clusters Score -2897249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -2897247.000000 Penalty: 3496.940186
	Iteration 57Q: 3 clusters Score -2897247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -2897247.000000 Penalty: 3496.940186
	Iteration 58Q: 3 clusters Score -2897247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -2897251.000000 Penalty: 3496.940186
	Iteration 59Q: 3 clusters Score -2897251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -2897249.500000 Penalty: 3496.940186
	Iteration 60F: 3 clusters Score -2897250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -2897251.750000 Penalty: 3496.940186
	Iteration 61Q: 3 clusters Score -2897252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -2897251.750000 Penalty: 3496.940186
	Iteration 62Q: 3 clusters Score -2897252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -2897250.750000 Penalty: 3496.940186
	Iteration 63Q: 3 clusters Score -2897251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -2897251.000000 Penalty: 3496.940186
	Iteration 64Q: 3 clusters Score -2897251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -2897253.000000 Penalty: 3496.940186
	Iteration 65Q: 3 clusters Score -2897253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -2897252.500000 Penalty: 3496.940186
	Iteration 66Q: 3 clusters Score -2897252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -2897252.000000 Penalty: 3496.940186
	Iteration 67Q: 3 clusters Score -2897252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -2897255.750000 Penalty: 3496.940186
	Iteration 68Q: 3 clusters Score -2897256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -2897254.250000 Penalty: 3496.940186
	Iteration 69Q: 3 clusters Score -2897254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -2897254.250000 Penalty: 3496.940186
	Iteration 70Q: 3 clusters Score -2897254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -2897253.000000 Penalty: 3496.940186
	Iteration 71Q: 3 clusters Score -2897253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -2897253.750000 Penalty: 3496.940186
	Iteration 72Q: 3 clusters Score -2897254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -2897249.750000 Penalty: 3496.940186
	Iteration 73Q: 3 clusters Score -2897250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -2897249.750000 Penalty: 3496.940186
	Iteration 74F: 3 clusters Score -2897250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Entering Unmasked Estep 
Score: -799327.062500 Penalty: 1542.960693
	Iteration 0F: 2 clusters Score -799327.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -790069.562500 Penalty: 3085.921387
	Iteration 0F: 3 clusters Score -790069.6 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -793174.562500 Penalty: 3085.921387
	Iteration 1F: 3 clusters Score -793174.6 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -793515.187500 Penalty: 3085.921387
	Iteration 2F: 3 clusters Score -793515.2 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -793858.812500 Penalty: 3085.921387
	Iteration 3F: 3 clusters Score -793858.8 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -794179.875000 Penalty: 3085.921387
	Iteration 4Q: 3 clusters Score -794179.9 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -794530.750000 Penalty: 3085.921387
	Iteration 5Q: 3 clusters Score -794530.8 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -794976.312500 Penalty: 3085.921387
	Iteration 6F: 3 clusters Score -794976.3 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -795483.875000 Penalty: 3085.921387
	Iteration 7F: 3 clusters Score -795483.9 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -796028.875000 Penalty: 3085.921387
	Iteration 8F: 3 clusters Score -796028.9 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -796565.062500 Penalty: 3085.921387
	Iteration 9Q: 3 clusters Score -796565.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -797072.687500 Penalty: 3085.921387
	Iteration 10Q: 3 clusters Score -797072.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -797551.875000 Penalty: 3085.921387
	Iteration 11Q: 3 clusters Score -797551.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -797942.500000 Penalty: 3085.921387
	Iteration 12Q: 3 clusters Score -797942.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -798190.812500 Penalty: 3085.921387
	Iteration 13Q: 3 clusters Score -798190.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -798357.125000 Penalty: 3085.921387
	Iteration 14Q: 3 clusters Score -798357.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -798456.937500 Penalty: 3085.921387
	Iteration 15Q: 3 clusters Score -798456.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -798524.250000 Penalty: 3085.921387
	Iteration 16Q: 3 clusters Score -798524.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -798574.375000 Penalty: 3085.921387
	Iteration 17Q: 3 clusters Score -798574.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -798603.000000 Penalty: 3085.921387
	Iteration 18Q: 3 clusters Score -798603 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -798626.812500 Penalty: 3085.921387
	Iteration 19Q: 3 clusters Score -798626.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -798641.687500 Penalty: 3085.921387
	Iteration 20F: 3 clusters Score -798641.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -798652.312500 Penalty: 3085.921387
	Iteration 21Q: 3 clusters Score -798652.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -798655.500000 Penalty: 3085.921387
	Iteration 22Q: 3 clusters Score -798655.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -798660.937500 Penalty: 3085.921387
	Iteration 23Q: 3 clusters Score -798660.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -798662.187500 Penalty: 3085.921387
	Iteration 24Q: 3 clusters Score -798662.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -798668.812500 Penalty: 3085.921387
	Iteration 25Q: 3 clusters Score -798668.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -798669.312500 Penalty: 3085.921387
	Iteration 26Q: 3 clusters Score -798669.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -798671.312500 Penalty: 3085.921387
	Iteration 27Q: 3 clusters Score -798671.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -798672.750000 Penalty: 3085.921387
	Iteration 28Q: 3 clusters Score -798672.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -798673.187500 Penalty: 3085.921387
	Iteration 29Q: 3 clusters Score -798673.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -798674.000000 Penalty: 3085.921387
	Iteration 30Q: 3 clusters Score -798674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -798673.875000 Penalty: 3085.921387
	Iteration 31Q: 3 clusters Score -798673.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -798674.437500 Penalty: 3085.921387
	Iteration 32Q: 3 clusters Score -798674.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -798675.250000 Penalty: 3085.921387
	Iteration 33Q: 3 clusters Score -798675.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -798676.375000 Penalty: 3085.921387
	Iteration 34Q: 3 clusters Score -798676.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -798677.750000 Penalty: 3085.921387
	Iteration 35Q: 3 clusters Score -798677.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -798678.187500 Penalty: 3085.921387
	Iteration 36Q: 3 clusters Score -798678.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -798678.437500 Penalty: 3085.921387
	Iteration 37Q: 3 clusters Score -798678.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -798680.062500 Penalty: 3085.921387
	Iteration 38Q: 3 clusters Score -798680.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -798680.187500 Penalty: 3085.921387
	Iteration 39Q: 3 clusters Score -798680.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -798681.000000 Penalty: 3085.921387
	Iteration 40F: 3 clusters Score -798681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -798682.625000 Penalty: 3085.921387
	Iteration 41Q: 3 clusters Score -798682.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -798684.312500 Penalty: 3085.921387
	Iteration 42Q: 3 clusters Score -798684.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -798682.625000 Penalty: 3085.921387
	Iteration 43Q: 3 clusters Score -798682.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -798684.937500 Penalty: 3085.921387
	Iteration 44Q: 3 clusters Score -798684.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -798684.562500 Penalty: 3085.921387
	Iteration 45Q: 3 clusters Score -798684.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -798686.000000 Penalty: 3085.921387
	Iteration 46Q: 3 clusters Score -798686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -798686.750000 Penalty: 3085.921387
	Iteration 47Q: 3 clusters Score -798686.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -798685.687500 Penalty: 3085.921387
	Iteration 48Q: 3 clusters Score -798685.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -798686.125000 Penalty: 3085.921387
	Iteration 49Q: 3 clusters Score -798686.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -798686.937500 Penalty: 3085.921387
	Iteration 50Q: 3 clusters Score -798686.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -798686.937500 Penalty: 3085.921387
	Iteration 51F: 3 clusters Score -798686.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Entering Unmasked Estep 
Score: -507622.906250 Penalty: 1472.190552
	Iteration 0F: 2 clusters Score -507622.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -501420.875000 Penalty: 2944.381104
	Iteration 0F: 3 clusters Score -501420.9 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -503446.250000 Penalty: 2944.381104
	Iteration 1F: 3 clusters Score -503446.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -503727.625000 Penalty: 2944.381104
	Iteration 2F: 3 clusters Score -503727.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -504060.906250 Penalty: 2944.381104
	Iteration 3F: 3 clusters Score -504060.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -504528.062500 Penalty: 2944.381104
	Iteration 4F: 3 clusters Score -504528.1 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -505147.750000 Penalty: 2944.381104
	Iteration 5F: 3 clusters Score -505147.8 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -505840.968750 Penalty: 2944.381104
	Iteration 6F: 3 clusters Score -505841 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -506277.218750 Penalty: 2944.381104
	Iteration 7F: 3 clusters Score -506277.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -506537.406250 Penalty: 2944.381104
	Iteration 8Q: 3 clusters Score -506537.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -506724.281250 Penalty: 2944.381104
	Iteration 9Q: 3 clusters Score -506724.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -506865.812500 Penalty: 2944.381104
	Iteration 10Q: 3 clusters Score -506865.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -506977.593750 Penalty: 2944.381104
	Iteration 11Q: 3 clusters Score -506977.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -507063.281250 Penalty: 2944.381104
	Iteration 12Q: 3 clusters Score -507063.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -507117.843750 Penalty: 2944.381104
	Iteration 13Q: 3 clusters Score -507117.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -507172.906250 Penalty: 2944.381104
	Iteration 14Q: 3 clusters Score -507172.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -507225.062500 Penalty: 2944.381104
	Iteration 15Q: 3 clusters Score -507225.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -507261.375000 Penalty: 2944.381104
	Iteration 16Q: 3 clusters Score -507261.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -507294.562500 Penalty: 2944.381104
	Iteration 17Q: 3 clusters Score -507294.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -507323.531250 Penalty: 2944.381104
	Iteration 18Q: 3 clusters Score -507323.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -507338.250000 Penalty: 2944.381104
	Iteration 19Q: 3 clusters Score -507338.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -507349.437500 Penalty: 2944.381104
	Iteration 20F: 3 clusters Score -507349.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -507359.750000 Penalty: 2944.381104
	Iteration 21Q: 3 clusters Score -507359.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -507367.812500 Penalty: 2944.381104
	Iteration 22Q: 3 clusters Score -507367.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -507372.593750 Penalty: 2944.381104
	Iteration 23Q: 3 clusters Score -507372.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -507376.187500 Penalty: 2944.381104
	Iteration 24Q: 3 clusters Score -507376.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -507379.937500 Penalty: 2944.381104
	Iteration 25Q: 3 clusters Score -507379.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -507384.375000 Penalty: 2944.381104
	Iteration 26Q: 3 clusters Score -507384.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -507389.468750 Penalty: 2944.381104
	Iteration 27Q: 3 clusters Score -507389.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -507391.250000 Penalty: 2944.381104
	Iteration 28Q: 3 clusters Score -507391.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -507391.843750 Penalty: 2944.381104
	Iteration 29Q: 3 clusters Score -507391.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -507392.937500 Penalty: 2944.381104
	Iteration 30Q: 3 clusters Score -507392.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -507393.343750 Penalty: 2944.381104
	Iteration 31Q: 3 clusters Score -507393.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -507394.093750 Penalty: 2944.381104
	Iteration 32Q: 3 clusters Score -507394.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -507394.062500 Penalty: 2944.381104
	Iteration 33Q: 3 clusters Score -507394.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -507394.343750 Penalty: 2944.381104
	Iteration 34Q: 3 clusters Score -507394.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -507394.343750 Penalty: 2944.381104
	Iteration 35F: 3 clusters Score -507394.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Entering Unmasked Estep 
Score: -611740.875000 Penalty: 1499.946045
	Iteration 0F: 2 clusters Score -611740.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -604443.312500 Penalty: 2999.892090
	Iteration 0F: 3 clusters Score -604443.3 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -606916.312500 Penalty: 2999.892090
	Iteration 1F: 3 clusters Score -606916.3 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -607297.000000 Penalty: 2999.892090
	Iteration 2F: 3 clusters Score -607297 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -607628.562500 Penalty: 2999.892090
	Iteration 3F: 3 clusters Score -607628.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -607982.125000 Penalty: 2999.892090
	Iteration 4F: 3 clusters Score -607982.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -608384.687500 Penalty: 2999.892090
	Iteration 5F: 3 clusters Score -608384.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -608820.812500 Penalty: 2999.892090
	Iteration 6F: 3 clusters Score -608820.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -609289.062500 Penalty: 2999.892090
	Iteration 7F: 3 clusters Score -609289.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -609671.875000 Penalty: 2999.892090
	Iteration 8Q: 3 clusters Score -609671.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -609936.625000 Penalty: 2999.892090
	Iteration 9Q: 3 clusters Score -609936.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -610089.062500 Penalty: 2999.892090
	Iteration 10Q: 3 clusters Score -610089.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -610200.312500 Penalty: 2999.892090
	Iteration 11Q: 3 clusters Score -610200.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -610269.750000 Penalty: 2999.892090
	Iteration 12Q: 3 clusters Score -610269.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -610323.125000 Penalty: 2999.892090
	Iteration 13Q: 3 clusters Score -610323.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -610371.937500 Penalty: 2999.892090
	Iteration 14Q: 3 clusters Score -610371.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -610412.687500 Penalty: 2999.892090
	Iteration 15Q: 3 clusters Score -610412.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -610438.250000 Penalty: 2999.892090
	Iteration 16Q: 3 clusters Score -610438.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -610457.812500 Penalty: 2999.892090
	Iteration 17Q: 3 clusters Score -610457.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -610473.250000 Penalty: 2999.892090
	Iteration 18Q: 3 clusters Score -610473.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -610483.125000 Penalty: 2999.892090
	Iteration 19Q: 3 clusters Score -610483.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -610489.312500 Penalty: 2999.892090
	Iteration 20F: 3 clusters Score -610489.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -610494.875000 Penalty: 2999.892090
	Iteration 21Q: 3 clusters Score -610494.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -610496.875000 Penalty: 2999.892090
	Iteration 22Q: 3 clusters Score -610496.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -610500.125000 Penalty: 2999.892090
	Iteration 23Q: 3 clusters Score -610500.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -610504.125000 Penalty: 2999.892090
	Iteration 24Q: 3 clusters Score -610504.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -610508.062500 Penalty: 2999.892090
	Iteration 25Q: 3 clusters Score -610508.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -610513.375000 Penalty: 2999.892090
	Iteration 26Q: 3 clusters Score -610513.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -610518.062500 Penalty: 2999.892090
	Iteration 27Q: 3 clusters Score -610518.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -610523.000000 Penalty: 2999.892090
	Iteration 28Q: 3 clusters Score -610523 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -610530.500000 Penalty: 2999.892090
	Iteration 29Q: 3 clusters Score -610530.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -610533.687500 Penalty: 2999.892090
	Iteration 30Q: 3 clusters Score -610533.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -610540.625000 Penalty: 2999.892090
	Iteration 31Q: 3 clusters Score -610540.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -610547.812500 Penalty: 2999.892090
	Iteration 32Q: 3 clusters Score -610547.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -610551.187500 Penalty: 2999.892090
	Iteration 33Q: 3 clusters Score -610551.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -610553.875000 Penalty: 2999.892090
	Iteration 34Q: 3 clusters Score -610553.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -610557.375000 Penalty: 2999.892090
	Iteration 35Q: 3 clusters Score -610557.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -610560.375000 Penalty: 2999.892090
	Iteration 36Q: 3 clusters Score -610560.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -610563.875000 Penalty: 2999.892090
	Iteration 37Q: 3 clusters Score -610563.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -610566.250000 Penalty: 2999.892090
	Iteration 38Q: 3 clusters Score -610566.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -610568.312500 Penalty: 2999.892090
	Iteration 39Q: 3 clusters Score -610568.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -610575.875000 Penalty: 2999.892090
	Iteration 40F: 3 clusters Score -610575.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -610579.687500 Penalty: 2999.892090
	Iteration 41Q: 3 clusters Score -610579.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -610585.500000 Penalty: 2999.892090
	Iteration 42Q: 3 clusters Score -610585.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -610588.500000 Penalty: 2999.892090
	Iteration 43Q: 3 clusters Score -610588.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -610592.625000 Penalty: 2999.892090
	Iteration 44Q: 3 clusters Score -610592.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -610598.437500 Penalty: 2999.892090
	Iteration 45Q: 3 clusters Score -610598.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -610603.375000 Penalty: 2999.892090
	Iteration 46Q: 3 clusters Score -610603.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -610607.000000 Penalty: 2999.892090
	Iteration 47Q: 3 clusters Score -610607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -610609.375000 Penalty: 2999.892090
	Iteration 48Q: 3 clusters Score -610609.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -610612.375000 Penalty: 2999.892090
	Iteration 49Q: 3 clusters Score -610612.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -610614.125000 Penalty: 2999.892090
	Iteration 50Q: 3 clusters Score -610614.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -610617.750000 Penalty: 2999.892090
	Iteration 51Q: 3 clusters Score -610617.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -610619.687500 Penalty: 2999.892090
	Iteration 52Q: 3 clusters Score -610619.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -610620.062500 Penalty: 2999.892090
	Iteration 53Q: 3 clusters Score -610620.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -610621.250000 Penalty: 2999.892090
	Iteration 54Q: 3 clusters Score -610621.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -610621.562500 Penalty: 2999.892090
	Iteration 55Q: 3 clusters Score -610621.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -610620.937500 Penalty: 2999.892090
	Iteration 56Q: 3 clusters Score -610620.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -610620.937500 Penalty: 2999.892090
	Iteration 57F: 3 clusters Score -610620.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -226099.843750 Penalty: 1345.492065
	Iteration 0F: 2 clusters Score -226099.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -222775.812500 Penalty: 2690.984131
	Iteration 0F: 3 clusters Score -222775.8 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -223783.312500 Penalty: 2690.984131
	Iteration 1F: 3 clusters Score -223783.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -224096.546875 Penalty: 2690.984131
	Iteration 2F: 3 clusters Score -224096.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -224285.062500 Penalty: 2690.984131
	Iteration 3F: 3 clusters Score -224285.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -224434.093750 Penalty: 2690.984131
	Iteration 4F: 3 clusters Score -224434.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -224562.890625 Penalty: 2690.984131
	Iteration 5Q: 3 clusters Score -224562.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -224677.265625 Penalty: 2690.984131
	Iteration 6Q: 3 clusters Score -224677.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -224765.750000 Penalty: 2690.984131
	Iteration 7Q: 3 clusters Score -224765.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -224829.062500 Penalty: 2690.984131
	Iteration 8Q: 3 clusters Score -224829.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -224881.078125 Penalty: 2690.984131
	Iteration 9Q: 3 clusters Score -224881.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -224928.281250 Penalty: 2690.984131
	Iteration 10Q: 3 clusters Score -224928.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -224969.546875 Penalty: 2690.984131
	Iteration 11Q: 3 clusters Score -224969.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -224999.500000 Penalty: 2690.984131
	Iteration 12Q: 3 clusters Score -224999.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -225019.125000 Penalty: 2690.984131
	Iteration 13Q: 3 clusters Score -225019.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -225044.515625 Penalty: 2690.984131
	Iteration 14Q: 3 clusters Score -225044.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -225071.093750 Penalty: 2690.984131
	Iteration 15Q: 3 clusters Score -225071.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -225096.656250 Penalty: 2690.984131
	Iteration 16Q: 3 clusters Score -225096.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -225118.421875 Penalty: 2690.984131
	Iteration 17Q: 3 clusters Score -225118.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -225137.437500 Penalty: 2690.984131
	Iteration 18Q: 3 clusters Score -225137.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -225155.187500 Penalty: 2690.984131
	Iteration 19Q: 3 clusters Score -225155.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -225177.765625 Penalty: 2690.984131
	Iteration 20F: 3 clusters Score -225177.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -225204.234375 Penalty: 2690.984131
	Iteration 21Q: 3 clusters Score -225204.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -225226.703125 Penalty: 2690.984131
	Iteration 22Q: 3 clusters Score -225226.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -225247.406250 Penalty: 2690.984131
	Iteration 23Q: 3 clusters Score -225247.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -225277.062500 Penalty: 2690.984131
	Iteration 24Q: 3 clusters Score -225277.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -225304.359375 Penalty: 2690.984131
	Iteration 25Q: 3 clusters Score -225304.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -225326.875000 Penalty: 2690.984131
	Iteration 26Q: 3 clusters Score -225326.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -225349.812500 Penalty: 2690.984131
	Iteration 27Q: 3 clusters Score -225349.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -225361.859375 Penalty: 2690.984131
	Iteration 28Q: 3 clusters Score -225361.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -225370.562500 Penalty: 2690.984131
	Iteration 29Q: 3 clusters Score -225370.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -225373.546875 Penalty: 2690.984131
	Iteration 30Q: 3 clusters Score -225373.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -225375.968750 Penalty: 2690.984131
	Iteration 31Q: 3 clusters Score -225376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -225377.390625 Penalty: 2690.984131
	Iteration 32Q: 3 clusters Score -225377.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -225379.218750 Penalty: 2690.984131
	Iteration 33Q: 3 clusters Score -225379.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -225380.125000 Penalty: 2690.984131
	Iteration 34Q: 3 clusters Score -225380.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -225381.437500 Penalty: 2690.984131
	Iteration 35Q: 3 clusters Score -225381.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -225382.640625 Penalty: 2690.984131
	Iteration 36Q: 3 clusters Score -225382.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -225382.546875 Penalty: 2690.984131
	Iteration 37Q: 3 clusters Score -225382.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -225383.140625 Penalty: 2690.984131
	Iteration 38Q: 3 clusters Score -225383.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -225384.109375 Penalty: 2690.984131
	Iteration 39Q: 3 clusters Score -225384.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -225383.687500 Penalty: 2690.984131
	Iteration 40F: 3 clusters Score -225383.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Entering Unmasked Estep 
Score: -856602.687500 Penalty: 1539.214478
	Iteration 0F: 2 clusters Score -856602.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -847428.187500 Penalty: 3078.428955
	Iteration 0F: 3 clusters Score -847428.2 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -850448.625000 Penalty: 3078.428955
	Iteration 1F: 3 clusters Score -850448.6 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -850695.062500 Penalty: 3078.428955
	Iteration 2F: 3 clusters Score -850695.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -850881.875000 Penalty: 3078.428955
	Iteration 3Q: 3 clusters Score -850881.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -851031.562500 Penalty: 3078.428955
	Iteration 4Q: 3 clusters Score -851031.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -851173.812500 Penalty: 3078.428955
	Iteration 5Q: 3 clusters Score -851173.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -851315.250000 Penalty: 3078.428955
	Iteration 6Q: 3 clusters Score -851315.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -851443.750000 Penalty: 3078.428955
	Iteration 7Q: 3 clusters Score -851443.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -851591.437500 Penalty: 3078.428955
	Iteration 8Q: 3 clusters Score -851591.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -851761.625000 Penalty: 3078.428955
	Iteration 9Q: 3 clusters Score -851761.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -851961.500000 Penalty: 3078.428955
	Iteration 10Q: 3 clusters Score -851961.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -852209.750000 Penalty: 3078.428955
	Iteration 11Q: 3 clusters Score -852209.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -852503.312500 Penalty: 3078.428955
	Iteration 12Q: 3 clusters Score -852503.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -852755.312500 Penalty: 3078.428955
	Iteration 13Q: 3 clusters Score -852755.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -852994.812500 Penalty: 3078.428955
	Iteration 14Q: 3 clusters Score -852994.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -853206.500000 Penalty: 3078.428955
	Iteration 15Q: 3 clusters Score -853206.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -853372.562500 Penalty: 3078.428955
	Iteration 16Q: 3 clusters Score -853372.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -853489.687500 Penalty: 3078.428955
	Iteration 17Q: 3 clusters Score -853489.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -853547.750000 Penalty: 3078.428955
	Iteration 18Q: 3 clusters Score -853547.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -853589.562500 Penalty: 3078.428955
	Iteration 19Q: 3 clusters Score -853589.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -853628.062500 Penalty: 3078.428955
	Iteration 20F: 3 clusters Score -853628.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -853672.312500 Penalty: 3078.428955
	Iteration 21Q: 3 clusters Score -853672.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -853711.562500 Penalty: 3078.428955
	Iteration 22Q: 3 clusters Score -853711.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -853746.500000 Penalty: 3078.428955
	Iteration 23Q: 3 clusters Score -853746.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -853783.937500 Penalty: 3078.428955
	Iteration 24Q: 3 clusters Score -853783.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -853823.500000 Penalty: 3078.428955
	Iteration 25Q: 3 clusters Score -853823.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -853861.375000 Penalty: 3078.428955
	Iteration 26Q: 3 clusters Score -853861.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -853885.875000 Penalty: 3078.428955
	Iteration 27Q: 3 clusters Score -853885.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -853918.500000 Penalty: 3078.428955
	Iteration 28Q: 3 clusters Score -853918.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -853952.750000 Penalty: 3078.428955
	Iteration 29Q: 3 clusters Score -853952.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -853985.937500 Penalty: 3078.428955
	Iteration 30Q: 3 clusters Score -853985.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -854018.187500 Penalty: 3078.428955
	Iteration 31Q: 3 clusters Score -854018.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -854058.250000 Penalty: 3078.428955
	Iteration 32Q: 3 clusters Score -854058.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -854091.250000 Penalty: 3078.428955
	Iteration 33Q: 3 clusters Score -854091.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -854126.625000 Penalty: 3078.428955
	Iteration 34Q: 3 clusters Score -854126.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -854164.687500 Penalty: 3078.428955
	Iteration 35Q: 3 clusters Score -854164.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -854211.812500 Penalty: 3078.428955
	Iteration 36Q: 3 clusters Score -854211.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -854261.437500 Penalty: 3078.428955
	Iteration 37Q: 3 clusters Score -854261.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -854318.750000 Penalty: 3078.428955
	Iteration 38Q: 3 clusters Score -854318.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -854387.250000 Penalty: 3078.428955
	Iteration 39Q: 3 clusters Score -854387.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -854457.500000 Penalty: 3078.428955
	Iteration 40F: 3 clusters Score -854457.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -854554.687500 Penalty: 3078.428955
	Iteration 41Q: 3 clusters Score -854554.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -854631.937500 Penalty: 3078.428955
	Iteration 42Q: 3 clusters Score -854631.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -854693.937500 Penalty: 3078.428955
	Iteration 43Q: 3 clusters Score -854693.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -854764.000000 Penalty: 3078.428955
	Iteration 44Q: 3 clusters Score -854764 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -854837.875000 Penalty: 3078.428955
	Iteration 45Q: 3 clusters Score -854837.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -854899.375000 Penalty: 3078.428955
	Iteration 46Q: 3 clusters Score -854899.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -854947.375000 Penalty: 3078.428955
	Iteration 47Q: 3 clusters Score -854947.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -854982.187500 Penalty: 3078.428955
	Iteration 48Q: 3 clusters Score -854982.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -855018.625000 Penalty: 3078.428955
	Iteration 49Q: 3 clusters Score -855018.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -855050.125000 Penalty: 3078.428955
	Iteration 50Q: 3 clusters Score -855050.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -855086.437500 Penalty: 3078.428955
	Iteration 51Q: 3 clusters Score -855086.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -855109.875000 Penalty: 3078.428955
	Iteration 52Q: 3 clusters Score -855109.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -855123.875000 Penalty: 3078.428955
	Iteration 53Q: 3 clusters Score -855123.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -855144.875000 Penalty: 3078.428955
	Iteration 54Q: 3 clusters Score -855144.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -855174.062500 Penalty: 3078.428955
	Iteration 55Q: 3 clusters Score -855174.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -855187.812500 Penalty: 3078.428955
	Iteration 56Q: 3 clusters Score -855187.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -855206.312500 Penalty: 3078.428955
	Iteration 57Q: 3 clusters Score -855206.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -855217.500000 Penalty: 3078.428955
	Iteration 58Q: 3 clusters Score -855217.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -855223.250000 Penalty: 3078.428955
	Iteration 59Q: 3 clusters Score -855223.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -855225.125000 Penalty: 3078.428955
	Iteration 60F: 3 clusters Score -855225.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -855226.875000 Penalty: 3078.428955
	Iteration 61Q: 3 clusters Score -855226.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -855227.187500 Penalty: 3078.428955
	Iteration 62Q: 3 clusters Score -855227.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -855228.250000 Penalty: 3078.428955
	Iteration 63Q: 3 clusters Score -855228.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -855231.000000 Penalty: 3078.428955
	Iteration 64Q: 3 clusters Score -855231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -855232.875000 Penalty: 3078.428955
	Iteration 65Q: 3 clusters Score -855232.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -855235.562500 Penalty: 3078.428955
	Iteration 66Q: 3 clusters Score -855235.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -855239.187500 Penalty: 3078.428955
	Iteration 67Q: 3 clusters Score -855239.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -855246.437500 Penalty: 3078.428955
	Iteration 68Q: 3 clusters Score -855246.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -855252.812500 Penalty: 3078.428955
	Iteration 69Q: 3 clusters Score -855252.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -855257.250000 Penalty: 3078.428955
	Iteration 70Q: 3 clusters Score -855257.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -855266.437500 Penalty: 3078.428955
	Iteration 71Q: 3 clusters Score -855266.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -855272.875000 Penalty: 3078.428955
	Iteration 72Q: 3 clusters Score -855272.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -855277.187500 Penalty: 3078.428955
	Iteration 73Q: 3 clusters Score -855277.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -855281.812500 Penalty: 3078.428955
	Iteration 74Q: 3 clusters Score -855281.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -855286.812500 Penalty: 3078.428955
	Iteration 75Q: 3 clusters Score -855286.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -855291.062500 Penalty: 3078.428955
	Iteration 76Q: 3 clusters Score -855291.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -855294.437500 Penalty: 3078.428955
	Iteration 77Q: 3 clusters Score -855294.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -855300.187500 Penalty: 3078.428955
	Iteration 78Q: 3 clusters Score -855300.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -855306.312500 Penalty: 3078.428955
	Iteration 79Q: 3 clusters Score -855306.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -855311.125000 Penalty: 3078.428955
	Iteration 80F: 3 clusters Score -855311.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -855314.625000 Penalty: 3078.428955
	Iteration 81Q: 3 clusters Score -855314.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -855318.687500 Penalty: 3078.428955
	Iteration 82Q: 3 clusters Score -855318.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -855322.625000 Penalty: 3078.428955
	Iteration 83Q: 3 clusters Score -855322.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -855325.250000 Penalty: 3078.428955
	Iteration 84Q: 3 clusters Score -855325.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -855326.812500 Penalty: 3078.428955
	Iteration 85Q: 3 clusters Score -855326.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -855329.500000 Penalty: 3078.428955
	Iteration 86Q: 3 clusters Score -855329.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -855329.500000 Penalty: 3078.428955
	Iteration 87F: 3 clusters Score -855329.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Entering Unmasked Estep 
Score: -731494.375000 Penalty: 1528.820312
	Iteration 0F: 2 clusters Score -731494.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -723043.937500 Penalty: 3057.640625
	Iteration 0F: 3 clusters Score -723043.9 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -725875.750000 Penalty: 3057.640625
	Iteration 1F: 3 clusters Score -725875.8 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -726214.875000 Penalty: 3057.640625
	Iteration 2F: 3 clusters Score -726214.9 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -726542.937500 Penalty: 3057.640625
	Iteration 3F: 3 clusters Score -726542.9 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -726945.000000 Penalty: 3057.640625
	Iteration 4F: 3 clusters Score -726945 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -727424.875000 Penalty: 3057.640625
	Iteration 5Q: 3 clusters Score -727424.9 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -727824.625000 Penalty: 3057.640625
	Iteration 6F: 3 clusters Score -727824.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -728125.687500 Penalty: 3057.640625
	Iteration 7Q: 3 clusters Score -728125.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -728342.875000 Penalty: 3057.640625
	Iteration 8Q: 3 clusters Score -728342.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -728535.812500 Penalty: 3057.640625
	Iteration 9Q: 3 clusters Score -728535.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -728704.187500 Penalty: 3057.640625
	Iteration 10Q: 3 clusters Score -728704.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -728861.437500 Penalty: 3057.640625
	Iteration 11Q: 3 clusters Score -728861.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -729008.687500 Penalty: 3057.640625
	Iteration 12Q: 3 clusters Score -729008.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -729176.250000 Penalty: 3057.640625
	Iteration 13Q: 3 clusters Score -729176.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -729369.562500 Penalty: 3057.640625
	Iteration 14Q: 3 clusters Score -729369.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -729574.937500 Penalty: 3057.640625
	Iteration 15Q: 3 clusters Score -729574.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -729814.812500 Penalty: 3057.640625
	Iteration 16Q: 3 clusters Score -729814.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -730009.437500 Penalty: 3057.640625
	Iteration 17Q: 3 clusters Score -730009.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -730143.062500 Penalty: 3057.640625
	Iteration 18Q: 3 clusters Score -730143.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -730230.625000 Penalty: 3057.640625
	Iteration 19Q: 3 clusters Score -730230.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -730296.875000 Penalty: 3057.640625
	Iteration 20F: 3 clusters Score -730296.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -730337.625000 Penalty: 3057.640625
	Iteration 21Q: 3 clusters Score -730337.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -730369.812500 Penalty: 3057.640625
	Iteration 22Q: 3 clusters Score -730369.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -730389.687500 Penalty: 3057.640625
	Iteration 23Q: 3 clusters Score -730389.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -730401.750000 Penalty: 3057.640625
	Iteration 24Q: 3 clusters Score -730401.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -730408.062500 Penalty: 3057.640625
	Iteration 25Q: 3 clusters Score -730408.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -730414.562500 Penalty: 3057.640625
	Iteration 26Q: 3 clusters Score -730414.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -730418.937500 Penalty: 3057.640625
	Iteration 27Q: 3 clusters Score -730418.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -730421.562500 Penalty: 3057.640625
	Iteration 28Q: 3 clusters Score -730421.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -730425.937500 Penalty: 3057.640625
	Iteration 29Q: 3 clusters Score -730425.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -730433.875000 Penalty: 3057.640625
	Iteration 30Q: 3 clusters Score -730433.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -730438.812500 Penalty: 3057.640625
	Iteration 31Q: 3 clusters Score -730438.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -730439.750000 Penalty: 3057.640625
	Iteration 32Q: 3 clusters Score -730439.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -730439.687500 Penalty: 3057.640625
	Iteration 33Q: 3 clusters Score -730439.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -730441.375000 Penalty: 3057.640625
	Iteration 34Q: 3 clusters Score -730441.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -730441.937500 Penalty: 3057.640625
	Iteration 35Q: 3 clusters Score -730441.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -730443.500000 Penalty: 3057.640625
	Iteration 36Q: 3 clusters Score -730443.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -730445.437500 Penalty: 3057.640625
	Iteration 37Q: 3 clusters Score -730445.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -730446.562500 Penalty: 3057.640625
	Iteration 38Q: 3 clusters Score -730446.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -730445.062500 Penalty: 3057.640625
	Iteration 39Q: 3 clusters Score -730445.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -730447.187500 Penalty: 3057.640625
	Iteration 40F: 3 clusters Score -730447.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Entering Unmasked Estep 
Score: -142842.875000 Penalty: 1278.777832
	Iteration 0F: 2 clusters Score -142842.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -140374.140625 Penalty: 2557.555664
	Iteration 0F: 3 clusters Score -140374.1 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -141023.687500 Penalty: 2557.555664
	Iteration 1F: 3 clusters Score -141023.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -141232.843750 Penalty: 2557.555664
	Iteration 2F: 3 clusters Score -141232.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -141454.671875 Penalty: 2557.555664
	Iteration 3F: 3 clusters Score -141454.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -141724.203125 Penalty: 2557.555664
	Iteration 4F: 3 clusters Score -141724.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -141988.875000 Penalty: 2557.555664
	Iteration 5F: 3 clusters Score -141988.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -142186.703125 Penalty: 2557.555664
	Iteration 6F: 3 clusters Score -142186.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -142319.046875 Penalty: 2557.555664
	Iteration 7Q: 3 clusters Score -142319 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -142399.343750 Penalty: 2557.555664
	Iteration 8Q: 3 clusters Score -142399.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -142456.671875 Penalty: 2557.555664
	Iteration 9Q: 3 clusters Score -142456.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -142475.921875 Penalty: 2557.555664
	Iteration 10Q: 3 clusters Score -142475.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -142501.046875 Penalty: 2557.555664
	Iteration 11Q: 3 clusters Score -142501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -142516.890625 Penalty: 2557.555664
	Iteration 12Q: 3 clusters Score -142516.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -142531.578125 Penalty: 2557.555664
	Iteration 13Q: 3 clusters Score -142531.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -142540.203125 Penalty: 2557.555664
	Iteration 14Q: 3 clusters Score -142540.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -142546.062500 Penalty: 2557.555664
	Iteration 15Q: 3 clusters Score -142546.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -142549.687500 Penalty: 2557.555664
	Iteration 16Q: 3 clusters Score -142549.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -142552.515625 Penalty: 2557.555664
	Iteration 17Q: 3 clusters Score -142552.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -142556.000000 Penalty: 2557.555664
	Iteration 18Q: 3 clusters Score -142556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -142556.656250 Penalty: 2557.555664
	Iteration 19Q: 3 clusters Score -142556.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -142557.000000 Penalty: 2557.555664
	Iteration 20F: 3 clusters Score -142557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -142557.343750 Penalty: 2557.555664
	Iteration 21Q: 3 clusters Score -142557.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -142557.343750 Penalty: 2557.555664
	Iteration 22F: 3 clusters Score -142557.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Entering Unmasked Estep 
Score: -706285.312500 Penalty: 1519.730469
	Iteration 0F: 2 clusters Score -706285.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -698093.125000 Penalty: 3039.460938
	Iteration 0F: 3 clusters Score -698093.1 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -700842.500000 Penalty: 3039.460938
	Iteration 1F: 3 clusters Score -700842.5 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -701105.312500 Penalty: 3039.460938
	Iteration 2F: 3 clusters Score -701105.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -701316.312500 Penalty: 3039.460938
	Iteration 3Q: 3 clusters Score -701316.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -701488.125000 Penalty: 3039.460938
	Iteration 4Q: 3 clusters Score -701488.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -701656.812500 Penalty: 3039.460938
	Iteration 5Q: 3 clusters Score -701656.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -701824.062500 Penalty: 3039.460938
	Iteration 6Q: 3 clusters Score -701824.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -702011.875000 Penalty: 3039.460938
	Iteration 7Q: 3 clusters Score -702011.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -702216.000000 Penalty: 3039.460938
	Iteration 8Q: 3 clusters Score -702216 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -702447.000000 Penalty: 3039.460938
	Iteration 9Q: 3 clusters Score -702447 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -702710.875000 Penalty: 3039.460938
	Iteration 10Q: 3 clusters Score -702710.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -703025.875000 Penalty: 3039.460938
	Iteration 11Q: 3 clusters Score -703025.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -703354.062500 Penalty: 3039.460938
	Iteration 12Q: 3 clusters Score -703354.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -703663.187500 Penalty: 3039.460938
	Iteration 13Q: 3 clusters Score -703663.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -703939.062500 Penalty: 3039.460938
	Iteration 14Q: 3 clusters Score -703939.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -704188.562500 Penalty: 3039.460938
	Iteration 15Q: 3 clusters Score -704188.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -704375.125000 Penalty: 3039.460938
	Iteration 16Q: 3 clusters Score -704375.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -704511.750000 Penalty: 3039.460938
	Iteration 17Q: 3 clusters Score -704511.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -704593.187500 Penalty: 3039.460938
	Iteration 18Q: 3 clusters Score -704593.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -704660.687500 Penalty: 3039.460938
	Iteration 19Q: 3 clusters Score -704660.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -704725.562500 Penalty: 3039.460938
	Iteration 20F: 3 clusters Score -704725.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -704786.062500 Penalty: 3039.460938
	Iteration 21Q: 3 clusters Score -704786.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -704820.125000 Penalty: 3039.460938
	Iteration 22Q: 3 clusters Score -704820.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -704851.625000 Penalty: 3039.460938
	Iteration 23Q: 3 clusters Score -704851.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -704871.437500 Penalty: 3039.460938
	Iteration 24Q: 3 clusters Score -704871.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -704886.250000 Penalty: 3039.460938
	Iteration 25Q: 3 clusters Score -704886.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -704902.187500 Penalty: 3039.460938
	Iteration 26Q: 3 clusters Score -704902.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -704907.750000 Penalty: 3039.460938
	Iteration 27Q: 3 clusters Score -704907.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -704914.937500 Penalty: 3039.460938
	Iteration 28Q: 3 clusters Score -704914.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -704918.375000 Penalty: 3039.460938
	Iteration 29Q: 3 clusters Score -704918.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -704921.875000 Penalty: 3039.460938
	Iteration 30Q: 3 clusters Score -704921.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -704929.125000 Penalty: 3039.460938
	Iteration 31Q: 3 clusters Score -704929.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -704933.625000 Penalty: 3039.460938
	Iteration 32Q: 3 clusters Score -704933.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -704939.937500 Penalty: 3039.460938
	Iteration 33Q: 3 clusters Score -704939.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -704943.250000 Penalty: 3039.460938
	Iteration 34Q: 3 clusters Score -704943.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -704945.187500 Penalty: 3039.460938
	Iteration 35Q: 3 clusters Score -704945.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -704949.562500 Penalty: 3039.460938
	Iteration 36Q: 3 clusters Score -704949.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -704953.562500 Penalty: 3039.460938
	Iteration 37Q: 3 clusters Score -704953.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -704954.187500 Penalty: 3039.460938
	Iteration 38Q: 3 clusters Score -704954.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -704959.437500 Penalty: 3039.460938
	Iteration 39Q: 3 clusters Score -704959.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -704962.125000 Penalty: 3039.460938
	Iteration 40F: 3 clusters Score -704962.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -704964.187500 Penalty: 3039.460938
	Iteration 41Q: 3 clusters Score -704964.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -704966.687500 Penalty: 3039.460938
	Iteration 42Q: 3 clusters Score -704966.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -704969.437500 Penalty: 3039.460938
	Iteration 43Q: 3 clusters Score -704969.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -704973.312500 Penalty: 3039.460938
	Iteration 44Q: 3 clusters Score -704973.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -704976.562500 Penalty: 3039.460938
	Iteration 45Q: 3 clusters Score -704976.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -704979.125000 Penalty: 3039.460938
	Iteration 46Q: 3 clusters Score -704979.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -704982.437500 Penalty: 3039.460938
	Iteration 47Q: 3 clusters Score -704982.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -704985.312500 Penalty: 3039.460938
	Iteration 48Q: 3 clusters Score -704985.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -704987.687500 Penalty: 3039.460938
	Iteration 49Q: 3 clusters Score -704987.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -704988.437500 Penalty: 3039.460938
	Iteration 50Q: 3 clusters Score -704988.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -704989.000000 Penalty: 3039.460938
	Iteration 51Q: 3 clusters Score -704989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -704989.875000 Penalty: 3039.460938
	Iteration 52Q: 3 clusters Score -704989.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -704989.250000 Penalty: 3039.460938
	Iteration 53Q: 3 clusters Score -704989.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -704989.250000 Penalty: 3039.460938
	Iteration 54F: 3 clusters Score -704989.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Entering Unmasked Estep 
Score: -136539.000000 Penalty: 1261.767090
	Iteration 0F: 2 clusters Score -136539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -134231.062500 Penalty: 2523.534180
	Iteration 0F: 3 clusters Score -134231.1 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -134847.250000 Penalty: 2523.534180
	Iteration 1F: 3 clusters Score -134847.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -135024.859375 Penalty: 2523.534180
	Iteration 2F: 3 clusters Score -135024.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -135152.484375 Penalty: 2523.534180
	Iteration 3F: 3 clusters Score -135152.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -135223.265625 Penalty: 2523.534180
	Iteration 4Q: 3 clusters Score -135223.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -135268.343750 Penalty: 2523.534180
	Iteration 5Q: 3 clusters Score -135268.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -135301.453125 Penalty: 2523.534180
	Iteration 6Q: 3 clusters Score -135301.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -135315.484375 Penalty: 2523.534180
	Iteration 7Q: 3 clusters Score -135315.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -135325.953125 Penalty: 2523.534180
	Iteration 8Q: 3 clusters Score -135326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -135335.656250 Penalty: 2523.534180
	Iteration 9Q: 3 clusters Score -135335.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -135344.687500 Penalty: 2523.534180
	Iteration 10Q: 3 clusters Score -135344.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -135354.812500 Penalty: 2523.534180
	Iteration 11Q: 3 clusters Score -135354.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -135363.125000 Penalty: 2523.534180
	Iteration 12Q: 3 clusters Score -135363.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -135377.078125 Penalty: 2523.534180
	Iteration 13Q: 3 clusters Score -135377.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -135390.718750 Penalty: 2523.534180
	Iteration 14Q: 3 clusters Score -135390.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -135407.140625 Penalty: 2523.534180
	Iteration 15Q: 3 clusters Score -135407.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -135423.140625 Penalty: 2523.534180
	Iteration 16Q: 3 clusters Score -135423.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -135439.234375 Penalty: 2523.534180
	Iteration 17Q: 3 clusters Score -135439.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -135452.875000 Penalty: 2523.534180
	Iteration 18Q: 3 clusters Score -135452.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -135465.218750 Penalty: 2523.534180
	Iteration 19Q: 3 clusters Score -135465.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -135471.640625 Penalty: 2523.534180
	Iteration 20F: 3 clusters Score -135471.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -135475.765625 Penalty: 2523.534180
	Iteration 21Q: 3 clusters Score -135475.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -135481.890625 Penalty: 2523.534180
	Iteration 22Q: 3 clusters Score -135481.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -135486.375000 Penalty: 2523.534180
	Iteration 23Q: 3 clusters Score -135486.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -135491.265625 Penalty: 2523.534180
	Iteration 24Q: 3 clusters Score -135491.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -135496.328125 Penalty: 2523.534180
	Iteration 25Q: 3 clusters Score -135496.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -135501.093750 Penalty: 2523.534180
	Iteration 26Q: 3 clusters Score -135501.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -135505.562500 Penalty: 2523.534180
	Iteration 27Q: 3 clusters Score -135505.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -135510.359375 Penalty: 2523.534180
	Iteration 28Q: 3 clusters Score -135510.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -135513.343750 Penalty: 2523.534180
	Iteration 29Q: 3 clusters Score -135513.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -135514.921875 Penalty: 2523.534180
	Iteration 30Q: 3 clusters Score -135514.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -135517.234375 Penalty: 2523.534180
	Iteration 31Q: 3 clusters Score -135517.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -135520.625000 Penalty: 2523.534180
	Iteration 32Q: 3 clusters Score -135520.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -135525.546875 Penalty: 2523.534180
	Iteration 33Q: 3 clusters Score -135525.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -135531.734375 Penalty: 2523.534180
	Iteration 34Q: 3 clusters Score -135531.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -135537.218750 Penalty: 2523.534180
	Iteration 35Q: 3 clusters Score -135537.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -135545.437500 Penalty: 2523.534180
	Iteration 36Q: 3 clusters Score -135545.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -135550.375000 Penalty: 2523.534180
	Iteration 37Q: 3 clusters Score -135550.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -135558.734375 Penalty: 2523.534180
	Iteration 38Q: 3 clusters Score -135558.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -135564.468750 Penalty: 2523.534180
	Iteration 39Q: 3 clusters Score -135564.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -135568.406250 Penalty: 2523.534180
	Iteration 40F: 3 clusters Score -135568.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -135572.265625 Penalty: 2523.534180
	Iteration 41Q: 3 clusters Score -135572.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -135576.453125 Penalty: 2523.534180
	Iteration 42Q: 3 clusters Score -135576.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -135580.093750 Penalty: 2523.534180
	Iteration 43Q: 3 clusters Score -135580.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -135586.078125 Penalty: 2523.534180
	Iteration 44Q: 3 clusters Score -135586.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -135593.250000 Penalty: 2523.534180
	Iteration 45Q: 3 clusters Score -135593.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -135597.140625 Penalty: 2523.534180
	Iteration 46Q: 3 clusters Score -135597.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -135601.781250 Penalty: 2523.534180
	Iteration 47Q: 3 clusters Score -135601.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -135606.281250 Penalty: 2523.534180
	Iteration 48Q: 3 clusters Score -135606.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -135608.843750 Penalty: 2523.534180
	Iteration 49Q: 3 clusters Score -135608.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -135610.593750 Penalty: 2523.534180
	Iteration 50Q: 3 clusters Score -135610.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -135614.671875 Penalty: 2523.534180
	Iteration 51Q: 3 clusters Score -135614.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -135620.375000 Penalty: 2523.534180
	Iteration 52Q: 3 clusters Score -135620.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -135625.796875 Penalty: 2523.534180
	Iteration 53Q: 3 clusters Score -135625.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -135630.562500 Penalty: 2523.534180
	Iteration 54Q: 3 clusters Score -135630.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -135633.031250 Penalty: 2523.534180
	Iteration 55Q: 3 clusters Score -135633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -135637.062500 Penalty: 2523.534180
	Iteration 56Q: 3 clusters Score -135637.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -135641.765625 Penalty: 2523.534180
	Iteration 57Q: 3 clusters Score -135641.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -135647.390625 Penalty: 2523.534180
	Iteration 58Q: 3 clusters Score -135647.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -135655.359375 Penalty: 2523.534180
	Iteration 59Q: 3 clusters Score -135655.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -135661.312500 Penalty: 2523.534180
	Iteration 60F: 3 clusters Score -135661.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -135665.265625 Penalty: 2523.534180
	Iteration 61Q: 3 clusters Score -135665.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -135670.875000 Penalty: 2523.534180
	Iteration 62Q: 3 clusters Score -135670.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -135674.687500 Penalty: 2523.534180
	Iteration 63Q: 3 clusters Score -135674.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -135676.718750 Penalty: 2523.534180
	Iteration 64Q: 3 clusters Score -135676.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -135679.750000 Penalty: 2523.534180
	Iteration 65Q: 3 clusters Score -135679.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -135682.406250 Penalty: 2523.534180
	Iteration 66Q: 3 clusters Score -135682.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -135686.453125 Penalty: 2523.534180
	Iteration 67Q: 3 clusters Score -135686.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -135690.281250 Penalty: 2523.534180
	Iteration 68Q: 3 clusters Score -135690.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -135691.687500 Penalty: 2523.534180
	Iteration 69Q: 3 clusters Score -135691.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -135691.953125 Penalty: 2523.534180
	Iteration 70Q: 3 clusters Score -135692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -135691.953125 Penalty: 2523.534180
	Iteration 71F: 3 clusters Score -135692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Entering Unmasked Estep 
Score: -295894.281250 Penalty: 1385.564209
	Iteration 0F: 2 clusters Score -295894.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -291863.562500 Penalty: 2771.128418
	Iteration 0F: 3 clusters Score -291863.6 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -292957.031250 Penalty: 2771.128418
	Iteration 1F: 3 clusters Score -292957 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -293161.125000 Penalty: 2771.128418
	Iteration 2F: 3 clusters Score -293161.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -293330.750000 Penalty: 2771.128418
	Iteration 3F: 3 clusters Score -293330.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -293487.812500 Penalty: 2771.128418
	Iteration 4Q: 3 clusters Score -293487.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -293638.687500 Penalty: 2771.128418
	Iteration 5Q: 3 clusters Score -293638.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -293809.718750 Penalty: 2771.128418
	Iteration 6Q: 3 clusters Score -293809.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -294014.031250 Penalty: 2771.128418
	Iteration 7Q: 3 clusters Score -294014 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -294211.375000 Penalty: 2771.128418
	Iteration 8Q: 3 clusters Score -294211.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -294426.500000 Penalty: 2771.128418
	Iteration 9Q: 3 clusters Score -294426.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -294654.750000 Penalty: 2771.128418
	Iteration 10Q: 3 clusters Score -294654.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -294823.343750 Penalty: 2771.128418
	Iteration 11Q: 3 clusters Score -294823.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -294927.156250 Penalty: 2771.128418
	Iteration 12Q: 3 clusters Score -294927.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -294998.125000 Penalty: 2771.128418
	Iteration 13Q: 3 clusters Score -294998.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -295041.843750 Penalty: 2771.128418
	Iteration 14Q: 3 clusters Score -295041.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -295077.156250 Penalty: 2771.128418
	Iteration 15Q: 3 clusters Score -295077.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -295117.468750 Penalty: 2771.128418
	Iteration 16Q: 3 clusters Score -295117.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -295144.781250 Penalty: 2771.128418
	Iteration 17Q: 3 clusters Score -295144.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -295164.906250 Penalty: 2771.128418
	Iteration 18Q: 3 clusters Score -295164.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -295181.656250 Penalty: 2771.128418
	Iteration 19Q: 3 clusters Score -295181.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -295195.343750 Penalty: 2771.128418
	Iteration 20F: 3 clusters Score -295195.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -295208.156250 Penalty: 2771.128418
	Iteration 21Q: 3 clusters Score -295208.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -295215.468750 Penalty: 2771.128418
	Iteration 22Q: 3 clusters Score -295215.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -295218.687500 Penalty: 2771.128418
	Iteration 23Q: 3 clusters Score -295218.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -295218.656250 Penalty: 2771.128418
	Iteration 24Q: 3 clusters Score -295218.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -295218.656250 Penalty: 2771.128418
	Iteration 25F: 3 clusters Score -295218.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Entering Unmasked Estep 
Score: -145988.875000 Penalty: 1268.786499
	Iteration 0F: 2 clusters Score -145988.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -143636.984375 Penalty: 2537.572998
	Iteration 0F: 3 clusters Score -143637 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -144236.250000 Penalty: 2537.572998
	Iteration 1F: 3 clusters Score -144236.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -144407.546875 Penalty: 2537.572998
	Iteration 2F: 3 clusters Score -144407.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -144537.281250 Penalty: 2537.572998
	Iteration 3F: 3 clusters Score -144537.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -144649.531250 Penalty: 2537.572998
	Iteration 4Q: 3 clusters Score -144649.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -144726.156250 Penalty: 2537.572998
	Iteration 5Q: 3 clusters Score -144726.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -144779.875000 Penalty: 2537.572998
	Iteration 6Q: 3 clusters Score -144779.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -144828.328125 Penalty: 2537.572998
	Iteration 7Q: 3 clusters Score -144828.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -144877.203125 Penalty: 2537.572998
	Iteration 8Q: 3 clusters Score -144877.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -144937.015625 Penalty: 2537.572998
	Iteration 9Q: 3 clusters Score -144937 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -145017.984375 Penalty: 2537.572998
	Iteration 10Q: 3 clusters Score -145018 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -145084.015625 Penalty: 2537.572998
	Iteration 11Q: 3 clusters Score -145084 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -145143.125000 Penalty: 2537.572998
	Iteration 12Q: 3 clusters Score -145143.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -145194.625000 Penalty: 2537.572998
	Iteration 13Q: 3 clusters Score -145194.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -145239.750000 Penalty: 2537.572998
	Iteration 14Q: 3 clusters Score -145239.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -145275.984375 Penalty: 2537.572998
	Iteration 15Q: 3 clusters Score -145276 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -145306.515625 Penalty: 2537.572998
	Iteration 16Q: 3 clusters Score -145306.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -145336.656250 Penalty: 2537.572998
	Iteration 17Q: 3 clusters Score -145336.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -145368.000000 Penalty: 2537.572998
	Iteration 18Q: 3 clusters Score -145368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -145397.281250 Penalty: 2537.572998
	Iteration 19Q: 3 clusters Score -145397.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -145420.781250 Penalty: 2537.572998
	Iteration 20F: 3 clusters Score -145420.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -145453.703125 Penalty: 2537.572998
	Iteration 21Q: 3 clusters Score -145453.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -145487.984375 Penalty: 2537.572998
	Iteration 22Q: 3 clusters Score -145488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -145530.062500 Penalty: 2537.572998
	Iteration 23Q: 3 clusters Score -145530.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -145566.062500 Penalty: 2537.572998
	Iteration 24Q: 3 clusters Score -145566.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -145591.703125 Penalty: 2537.572998
	Iteration 25Q: 3 clusters Score -145591.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -145611.703125 Penalty: 2537.572998
	Iteration 26Q: 3 clusters Score -145611.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -145621.843750 Penalty: 2537.572998
	Iteration 27Q: 3 clusters Score -145621.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -145630.468750 Penalty: 2537.572998
	Iteration 28Q: 3 clusters Score -145630.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -145634.984375 Penalty: 2537.572998
	Iteration 29Q: 3 clusters Score -145635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -145636.750000 Penalty: 2537.572998
	Iteration 30Q: 3 clusters Score -145636.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -145637.812500 Penalty: 2537.572998
	Iteration 31Q: 3 clusters Score -145637.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -145638.343750 Penalty: 2537.572998
	Iteration 32Q: 3 clusters Score -145638.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -145639.781250 Penalty: 2537.572998
	Iteration 33Q: 3 clusters Score -145639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -145643.484375 Penalty: 2537.572998
	Iteration 34Q: 3 clusters Score -145643.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -145646.250000 Penalty: 2537.572998
	Iteration 35Q: 3 clusters Score -145646.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -145646.687500 Penalty: 2537.572998
	Iteration 36Q: 3 clusters Score -145646.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -145647.187500 Penalty: 2537.572998
	Iteration 37Q: 3 clusters Score -145647.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -145647.187500 Penalty: 2537.572998
	Iteration 38F: 3 clusters Score -145647.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Entering Unmasked Estep 
Score: -71769.031250 Penalty: 1147.466919
	Iteration 0F: 2 clusters Score -71769.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -70214.554688 Penalty: 2294.933838
	Iteration 0F: 3 clusters Score -70214.55 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -70478.070312 Penalty: 2294.933838
	Iteration 1F: 3 clusters Score -70478.07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -70557.195312 Penalty: 2294.933838
	Iteration 2F: 3 clusters Score -70557.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -70604.570312 Penalty: 2294.933838
	Iteration 3Q: 3 clusters Score -70604.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -70625.015625 Penalty: 2294.933838
	Iteration 4Q: 3 clusters Score -70625.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -70631.632812 Penalty: 2294.933838
	Iteration 5Q: 3 clusters Score -70631.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -70638.625000 Penalty: 2294.933838
	Iteration 6Q: 3 clusters Score -70638.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -70643.062500 Penalty: 2294.933838
	Iteration 7Q: 3 clusters Score -70643.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -70646.312500 Penalty: 2294.933838
	Iteration 8Q: 3 clusters Score -70646.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -70649.062500 Penalty: 2294.933838
	Iteration 9Q: 3 clusters Score -70649.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -70650.179688 Penalty: 2294.933838
	Iteration 10Q: 3 clusters Score -70650.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -70650.500000 Penalty: 2294.933838
	Iteration 11Q: 3 clusters Score -70650.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -70650.679688 Penalty: 2294.933838
	Iteration 12Q: 3 clusters Score -70650.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -70650.679688 Penalty: 2294.933838
	Iteration 13F: 3 clusters Score -70650.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11432 members 
Mstep: Class 3 contains 6611 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 79643 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88832 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47090 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 8601 members 
Mstep: Class 13 contains 10203 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2356 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340444.000000 Penalty: 45735.921875
Iteration 239Q: 23 clusters Score -2.134044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11431 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 79644 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88831 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47092 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 8601 members 
Mstep: Class 13 contains 10204 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2355 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340440.000000 Penalty: 45735.921875
Iteration 240F: 23 clusters Score -2.134044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11432 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 79644 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88830 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47092 members 
Mstep: Class 11 contains 13294 members 
Mstep: Class 12 contains 8601 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3944 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2354 members 
Mstep: Class 20 contains 5049 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340440.000000 Penalty: 45735.921875
Iteration 241Q: 23 clusters Score -2.134044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11432 members 
Mstep: Class 3 contains 6607 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 79644 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88829 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47092 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 8601 members 
Mstep: Class 13 contains 10204 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2354 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340446.000000 Penalty: 45735.921875
Iteration 242Q: 23 clusters Score -2.134045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11432 members 
Mstep: Class 3 contains 6608 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 79643 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88829 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47092 members 
Mstep: Class 11 contains 13296 members 
Mstep: Class 12 contains 8601 members 
Mstep: Class 13 contains 10204 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340446.000000 Penalty: 45735.921875
Iteration 243Q: 23 clusters Score -2.134045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11432 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4389 members 
Mstep: Class 5 contains 79642 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88829 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47092 members 
Mstep: Class 11 contains 13297 members 
Mstep: Class 12 contains 8601 members 
Mstep: Class 13 contains 10204 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340446.000000 Penalty: 45735.921875
Iteration 244Q: 23 clusters Score -2.134045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11432 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4389 members 
Mstep: Class 5 contains 79642 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88829 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47092 members 
Mstep: Class 11 contains 13296 members 
Mstep: Class 12 contains 8600 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3946 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340446.000000 Penalty: 45735.921875
Iteration 245Q: 23 clusters Score -2.134045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11432 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79642 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88829 members 
Mstep: Class 8 contains 22560 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47092 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 8599 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3947 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340446.000000 Penalty: 45735.921875
Iteration 246Q: 23 clusters Score -2.134045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11432 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79644 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88829 members 
Mstep: Class 8 contains 22559 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47093 members 
Mstep: Class 11 contains 13293 members 
Mstep: Class 12 contains 8598 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3947 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340450.000000 Penalty: 45735.921875
Iteration 247Q: 23 clusters Score -2.134045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11432 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79648 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88827 members 
Mstep: Class 8 contains 22559 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47095 members 
Mstep: Class 11 contains 13290 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3947 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340444.000000 Penalty: 45735.921875
Iteration 248Q: 23 clusters Score -2.134044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79647 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88825 members 
Mstep: Class 8 contains 22559 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47098 members 
Mstep: Class 11 contains 13289 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3947 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340432.000000 Penalty: 45735.921875
Iteration 249Q: 23 clusters Score -2.134043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79647 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88824 members 
Mstep: Class 8 contains 22559 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47099 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340426.000000 Penalty: 45735.921875
Iteration 250Q: 23 clusters Score -2.134043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79644 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88824 members 
Mstep: Class 8 contains 22559 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47102 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340436.000000 Penalty: 45735.921875
Iteration 251Q: 23 clusters Score -2.134044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79643 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88823 members 
Mstep: Class 8 contains 22559 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47104 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340444.000000 Penalty: 45735.921875
Iteration 252Q: 23 clusters Score -2.134044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79643 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88821 members 
Mstep: Class 8 contains 22559 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47106 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340452.000000 Penalty: 45735.921875
Iteration 253Q: 23 clusters Score -2.134045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79643 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88818 members 
Mstep: Class 8 contains 22559 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47108 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12993 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340444.000000 Penalty: 45735.921875
Iteration 254Q: 23 clusters Score -2.134044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79645 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88816 members 
Mstep: Class 8 contains 22559 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47109 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340440.000000 Penalty: 45735.921875
Iteration 255Q: 23 clusters Score -2.134044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79646 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88812 members 
Mstep: Class 8 contains 22559 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47112 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340430.000000 Penalty: 45735.921875
Iteration 256Q: 23 clusters Score -2.134043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79648 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88812 members 
Mstep: Class 8 contains 22559 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47113 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12990 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11523 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340452.000000 Penalty: 45735.921875
Iteration 257Q: 23 clusters Score -2.134045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79650 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88811 members 
Mstep: Class 8 contains 22559 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47113 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12991 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340458.000000 Penalty: 45735.921875
Iteration 258Q: 23 clusters Score -2.134046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79653 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88810 members 
Mstep: Class 8 contains 22559 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47113 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12989 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340456.000000 Penalty: 45735.921875
Iteration 259Q: 23 clusters Score -2.134046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79661 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88805 members 
Mstep: Class 8 contains 22559 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47113 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12986 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340442.000000 Penalty: 45735.921875
Iteration 260F: 23 clusters Score -2.134044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79665 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88803 members 
Mstep: Class 8 contains 22559 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47114 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12983 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340466.000000 Penalty: 45735.921875
Iteration 261Q: 23 clusters Score -2.134047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79669 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88802 members 
Mstep: Class 8 contains 22559 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47116 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12980 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11519 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340450.000000 Penalty: 45735.921875
Iteration 262Q: 23 clusters Score -2.134045e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79675 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88799 members 
Mstep: Class 8 contains 22559 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47119 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12972 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340460.000000 Penalty: 45735.921875
Iteration 263Q: 23 clusters Score -2.134046e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79672 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88797 members 
Mstep: Class 8 contains 22559 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47122 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12975 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11520 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340450.000000 Penalty: 45735.921875
Iteration 264Q: 23 clusters Score -2.134045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79673 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88797 members 
Mstep: Class 8 contains 22558 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47126 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12972 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11520 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340466.000000 Penalty: 45735.921875
Iteration 265Q: 23 clusters Score -2.134047e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79670 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88796 members 
Mstep: Class 8 contains 22558 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47132 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12970 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11520 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340478.000000 Penalty: 45735.921875
Iteration 266Q: 23 clusters Score -2.134048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79671 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88794 members 
Mstep: Class 8 contains 22559 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47134 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11520 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340484.000000 Penalty: 45735.921875
Iteration 267Q: 23 clusters Score -2.134048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79671 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88791 members 
Mstep: Class 8 contains 22560 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47134 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12969 members 
Mstep: Class 16 contains 12188 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11520 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340474.000000 Penalty: 45735.921875
Iteration 268Q: 23 clusters Score -2.134047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79671 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88789 members 
Mstep: Class 8 contains 22560 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47134 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12972 members 
Mstep: Class 16 contains 12188 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11519 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340476.000000 Penalty: 45735.921875
Iteration 269Q: 23 clusters Score -2.134048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79671 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88787 members 
Mstep: Class 8 contains 22560 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47134 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12974 members 
Mstep: Class 16 contains 12188 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11519 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340484.000000 Penalty: 45735.921875
Iteration 270Q: 23 clusters Score -2.134048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79672 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88786 members 
Mstep: Class 8 contains 22560 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47134 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12974 members 
Mstep: Class 16 contains 12188 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11519 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340486.000000 Penalty: 45735.921875
Iteration 271Q: 23 clusters Score -2.134049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 79674 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88783 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47134 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12974 members 
Mstep: Class 16 contains 12188 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11519 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340496.000000 Penalty: 45735.921875
Iteration 272Q: 23 clusters Score -2.13405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4392 members 
Mstep: Class 5 contains 79677 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88780 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47134 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12973 members 
Mstep: Class 16 contains 12188 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11519 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340494.000000 Penalty: 45735.921875
Iteration 273Q: 23 clusters Score -2.134049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4392 members 
Mstep: Class 5 contains 79679 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88780 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47134 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12971 members 
Mstep: Class 16 contains 12188 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11519 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340494.000000 Penalty: 45735.921875
Iteration 274Q: 23 clusters Score -2.134049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4392 members 
Mstep: Class 5 contains 79680 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88779 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47135 members 
Mstep: Class 11 contains 13287 members 
Mstep: Class 12 contains 8597 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12971 members 
Mstep: Class 16 contains 12188 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11519 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340498.000000 Penalty: 45735.921875
Iteration 275Q: 23 clusters Score -2.13405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4392 members 
Mstep: Class 5 contains 79681 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88777 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47136 members 
Mstep: Class 11 contains 13286 members 
Mstep: Class 12 contains 8598 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12971 members 
Mstep: Class 16 contains 12188 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11519 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340486.000000 Penalty: 45735.921875
Iteration 276Q: 23 clusters Score -2.134049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11432 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4392 members 
Mstep: Class 5 contains 79681 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88775 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47139 members 
Mstep: Class 11 contains 13286 members 
Mstep: Class 12 contains 8598 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12971 members 
Mstep: Class 16 contains 12188 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11519 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340480.000000 Penalty: 45735.921875
Iteration 277Q: 23 clusters Score -2.134048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11431 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4392 members 
Mstep: Class 5 contains 79681 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 88773 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47142 members 
Mstep: Class 11 contains 13286 members 
Mstep: Class 12 contains 8598 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12971 members 
Mstep: Class 16 contains 12188 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11519 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340478.000000 Penalty: 45735.921875
Iteration 278Q: 23 clusters Score -2.134048e+07 nChanged 12
Entering ConstructFrom: 
Score: -21340478.000000 Penalty: 45735.921875
Entering ConstructFrom: 
Trying to split cluster 1 (5941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Entering Unmasked Estep 
Score: -350529.531250 Penalty: 1412.065308
	Iteration 0F: 2 clusters Score -350529.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -345951.031250 Penalty: 2824.130615
	Iteration 0F: 3 clusters Score -345951 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -347427.250000 Penalty: 2824.130615
	Iteration 1F: 3 clusters Score -347427.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -347768.937500 Penalty: 2824.130615
	Iteration 2F: 3 clusters Score -347768.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -348121.562500 Penalty: 2824.130615
	Iteration 3F: 3 clusters Score -348121.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -348450.906250 Penalty: 2824.130615
	Iteration 4F: 3 clusters Score -348450.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -348776.281250 Penalty: 2824.130615
	Iteration 5F: 3 clusters Score -348776.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -349074.187500 Penalty: 2824.130615
	Iteration 6F: 3 clusters Score -349074.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -349322.531250 Penalty: 2824.130615
	Iteration 7F: 3 clusters Score -349322.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -349510.375000 Penalty: 2824.130615
	Iteration 8Q: 3 clusters Score -349510.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -349634.031250 Penalty: 2824.130615
	Iteration 9Q: 3 clusters Score -349634 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -349719.750000 Penalty: 2824.130615
	Iteration 10Q: 3 clusters Score -349719.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -349790.000000 Penalty: 2824.130615
	Iteration 11Q: 3 clusters Score -349790 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -349847.718750 Penalty: 2824.130615
	Iteration 12Q: 3 clusters Score -349847.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -349909.593750 Penalty: 2824.130615
	Iteration 13Q: 3 clusters Score -349909.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -349959.375000 Penalty: 2824.130615
	Iteration 14Q: 3 clusters Score -349959.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -350011.593750 Penalty: 2824.130615
	Iteration 15Q: 3 clusters Score -350011.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -350060.343750 Penalty: 2824.130615
	Iteration 16Q: 3 clusters Score -350060.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -350111.375000 Penalty: 2824.130615
	Iteration 17Q: 3 clusters Score -350111.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -350163.750000 Penalty: 2824.130615
	Iteration 18Q: 3 clusters Score -350163.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -350203.468750 Penalty: 2824.130615
	Iteration 19Q: 3 clusters Score -350203.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -350231.125000 Penalty: 2824.130615
	Iteration 20F: 3 clusters Score -350231.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -350250.093750 Penalty: 2824.130615
	Iteration 21Q: 3 clusters Score -350250.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -350266.156250 Penalty: 2824.130615
	Iteration 22Q: 3 clusters Score -350266.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -350277.375000 Penalty: 2824.130615
	Iteration 23Q: 3 clusters Score -350277.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -350283.593750 Penalty: 2824.130615
	Iteration 24Q: 3 clusters Score -350283.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -350289.281250 Penalty: 2824.130615
	Iteration 25Q: 3 clusters Score -350289.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -350292.218750 Penalty: 2824.130615
	Iteration 26Q: 3 clusters Score -350292.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -350294.156250 Penalty: 2824.130615
	Iteration 27Q: 3 clusters Score -350294.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -350294.343750 Penalty: 2824.130615
	Iteration 28Q: 3 clusters Score -350294.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -350295.031250 Penalty: 2824.130615
	Iteration 29Q: 3 clusters Score -350295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -350294.937500 Penalty: 2824.130615
	Iteration 30Q: 3 clusters Score -350294.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -350294.937500 Penalty: 2824.130615
	Iteration 31F: 3 clusters Score -350294.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Entering Unmasked Estep 
Score: -708338.125000 Penalty: 1518.413574
	Iteration 0F: 2 clusters Score -708338.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -700246.687500 Penalty: 3036.827148
	Iteration 0F: 3 clusters Score -700246.7 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -703000.062500 Penalty: 3036.827148
	Iteration 1F: 3 clusters Score -703000.1 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -703359.312500 Penalty: 3036.827148
	Iteration 2F: 3 clusters Score -703359.3 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -703657.437500 Penalty: 3036.827148
	Iteration 3F: 3 clusters Score -703657.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -703911.687500 Penalty: 3036.827148
	Iteration 4Q: 3 clusters Score -703911.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -704166.562500 Penalty: 3036.827148
	Iteration 5Q: 3 clusters Score -704166.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -704454.250000 Penalty: 3036.827148
	Iteration 6Q: 3 clusters Score -704454.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -704773.062500 Penalty: 3036.827148
	Iteration 7Q: 3 clusters Score -704773.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -705132.500000 Penalty: 3036.827148
	Iteration 8Q: 3 clusters Score -705132.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -705505.562500 Penalty: 3036.827148
	Iteration 9Q: 3 clusters Score -705505.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -705852.937500 Penalty: 3036.827148
	Iteration 10Q: 3 clusters Score -705852.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -706165.125000 Penalty: 3036.827148
	Iteration 11Q: 3 clusters Score -706165.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -706370.750000 Penalty: 3036.827148
	Iteration 12Q: 3 clusters Score -706370.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -706522.312500 Penalty: 3036.827148
	Iteration 13Q: 3 clusters Score -706522.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -706642.812500 Penalty: 3036.827148
	Iteration 14Q: 3 clusters Score -706642.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -706749.375000 Penalty: 3036.827148
	Iteration 15Q: 3 clusters Score -706749.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -706818.937500 Penalty: 3036.827148
	Iteration 16Q: 3 clusters Score -706818.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -706887.812500 Penalty: 3036.827148
	Iteration 17Q: 3 clusters Score -706887.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -706927.562500 Penalty: 3036.827148
	Iteration 18Q: 3 clusters Score -706927.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -706953.375000 Penalty: 3036.827148
	Iteration 19Q: 3 clusters Score -706953.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -706970.625000 Penalty: 3036.827148
	Iteration 20F: 3 clusters Score -706970.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -706981.750000 Penalty: 3036.827148
	Iteration 21Q: 3 clusters Score -706981.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -706990.000000 Penalty: 3036.827148
	Iteration 22Q: 3 clusters Score -706990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -706992.875000 Penalty: 3036.827148
	Iteration 23Q: 3 clusters Score -706992.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -706997.937500 Penalty: 3036.827148
	Iteration 24Q: 3 clusters Score -706997.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -707005.250000 Penalty: 3036.827148
	Iteration 25Q: 3 clusters Score -707005.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -707006.937500 Penalty: 3036.827148
	Iteration 26Q: 3 clusters Score -707006.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -707009.125000 Penalty: 3036.827148
	Iteration 27Q: 3 clusters Score -707009.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -707015.125000 Penalty: 3036.827148
	Iteration 28Q: 3 clusters Score -707015.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -707019.375000 Penalty: 3036.827148
	Iteration 29Q: 3 clusters Score -707019.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -707023.437500 Penalty: 3036.827148
	Iteration 30Q: 3 clusters Score -707023.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -707025.375000 Penalty: 3036.827148
	Iteration 31Q: 3 clusters Score -707025.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -707030.125000 Penalty: 3036.827148
	Iteration 32Q: 3 clusters Score -707030.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -707035.937500 Penalty: 3036.827148
	Iteration 33Q: 3 clusters Score -707035.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -707039.812500 Penalty: 3036.827148
	Iteration 34Q: 3 clusters Score -707039.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -707043.250000 Penalty: 3036.827148
	Iteration 35Q: 3 clusters Score -707043.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -707048.500000 Penalty: 3036.827148
	Iteration 36Q: 3 clusters Score -707048.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -707048.125000 Penalty: 3036.827148
	Iteration 37Q: 3 clusters Score -707048.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -707049.812500 Penalty: 3036.827148
	Iteration 38Q: 3 clusters Score -707049.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -707049.812500 Penalty: 3036.827148
	Iteration 39F: 3 clusters Score -707049.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Entering Unmasked Estep 
Score: -413246.593750 Penalty: 1429.380493
	Iteration 0F: 2 clusters Score -413246.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -408268.906250 Penalty: 2858.760986
	Iteration 0F: 3 clusters Score -408268.9 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -409701.375000 Penalty: 2858.760986
	Iteration 1F: 3 clusters Score -409701.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -409852.406250 Penalty: 2858.760986
	Iteration 2F: 3 clusters Score -409852.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -409962.656250 Penalty: 2858.760986
	Iteration 3Q: 3 clusters Score -409962.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -410052.906250 Penalty: 2858.760986
	Iteration 4Q: 3 clusters Score -410052.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -410126.406250 Penalty: 2858.760986
	Iteration 5Q: 3 clusters Score -410126.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -410185.093750 Penalty: 2858.760986
	Iteration 6Q: 3 clusters Score -410185.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -410234.343750 Penalty: 2858.760986
	Iteration 7Q: 3 clusters Score -410234.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -410283.125000 Penalty: 2858.760986
	Iteration 8Q: 3 clusters Score -410283.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -410329.156250 Penalty: 2858.760986
	Iteration 9Q: 3 clusters Score -410329.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -410367.875000 Penalty: 2858.760986
	Iteration 10Q: 3 clusters Score -410367.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -410405.531250 Penalty: 2858.760986
	Iteration 11Q: 3 clusters Score -410405.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -410448.375000 Penalty: 2858.760986
	Iteration 12Q: 3 clusters Score -410448.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -410501.187500 Penalty: 2858.760986
	Iteration 13Q: 3 clusters Score -410501.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -410555.718750 Penalty: 2858.760986
	Iteration 14Q: 3 clusters Score -410555.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -410594.375000 Penalty: 2858.760986
	Iteration 15Q: 3 clusters Score -410594.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -410638.437500 Penalty: 2858.760986
	Iteration 16Q: 3 clusters Score -410638.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -410688.437500 Penalty: 2858.760986
	Iteration 17Q: 3 clusters Score -410688.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -410737.093750 Penalty: 2858.760986
	Iteration 18Q: 3 clusters Score -410737.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -410780.593750 Penalty: 2858.760986
	Iteration 19Q: 3 clusters Score -410780.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -410817.593750 Penalty: 2858.760986
	Iteration 20F: 3 clusters Score -410817.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -410846.343750 Penalty: 2858.760986
	Iteration 21Q: 3 clusters Score -410846.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -410862.500000 Penalty: 2858.760986
	Iteration 22Q: 3 clusters Score -410862.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -410885.281250 Penalty: 2858.760986
	Iteration 23Q: 3 clusters Score -410885.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -410906.718750 Penalty: 2858.760986
	Iteration 24Q: 3 clusters Score -410906.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -410932.906250 Penalty: 2858.760986
	Iteration 25Q: 3 clusters Score -410932.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -410961.156250 Penalty: 2858.760986
	Iteration 26Q: 3 clusters Score -410961.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -410990.406250 Penalty: 2858.760986
	Iteration 27Q: 3 clusters Score -410990.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -411014.062500 Penalty: 2858.760986
	Iteration 28Q: 3 clusters Score -411014.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -411034.375000 Penalty: 2858.760986
	Iteration 29Q: 3 clusters Score -411034.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -411059.312500 Penalty: 2858.760986
	Iteration 30Q: 3 clusters Score -411059.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -411088.562500 Penalty: 2858.760986
	Iteration 31Q: 3 clusters Score -411088.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -411114.875000 Penalty: 2858.760986
	Iteration 32Q: 3 clusters Score -411114.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -411136.468750 Penalty: 2858.760986
	Iteration 33Q: 3 clusters Score -411136.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -411156.875000 Penalty: 2858.760986
	Iteration 34Q: 3 clusters Score -411156.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -411182.437500 Penalty: 2858.760986
	Iteration 35Q: 3 clusters Score -411182.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -411206.750000 Penalty: 2858.760986
	Iteration 36Q: 3 clusters Score -411206.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -411233.906250 Penalty: 2858.760986
	Iteration 37Q: 3 clusters Score -411233.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -411265.468750 Penalty: 2858.760986
	Iteration 38Q: 3 clusters Score -411265.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -411304.156250 Penalty: 2858.760986
	Iteration 39Q: 3 clusters Score -411304.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -411351.250000 Penalty: 2858.760986
	Iteration 40F: 3 clusters Score -411351.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -411406.750000 Penalty: 2858.760986
	Iteration 41Q: 3 clusters Score -411406.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -411470.968750 Penalty: 2858.760986
	Iteration 42Q: 3 clusters Score -411471 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -411525.781250 Penalty: 2858.760986
	Iteration 43Q: 3 clusters Score -411525.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -411581.437500 Penalty: 2858.760986
	Iteration 44Q: 3 clusters Score -411581.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -411631.312500 Penalty: 2858.760986
	Iteration 45Q: 3 clusters Score -411631.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -411670.531250 Penalty: 2858.760986
	Iteration 46Q: 3 clusters Score -411670.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -411716.562500 Penalty: 2858.760986
	Iteration 47Q: 3 clusters Score -411716.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -411750.937500 Penalty: 2858.760986
	Iteration 48Q: 3 clusters Score -411750.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -411782.250000 Penalty: 2858.760986
	Iteration 49Q: 3 clusters Score -411782.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -411804.937500 Penalty: 2858.760986
	Iteration 50Q: 3 clusters Score -411804.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -411828.437500 Penalty: 2858.760986
	Iteration 51Q: 3 clusters Score -411828.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -411846.500000 Penalty: 2858.760986
	Iteration 52Q: 3 clusters Score -411846.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -411859.531250 Penalty: 2858.760986
	Iteration 53Q: 3 clusters Score -411859.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -411872.687500 Penalty: 2858.760986
	Iteration 54Q: 3 clusters Score -411872.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -411883.906250 Penalty: 2858.760986
	Iteration 55Q: 3 clusters Score -411883.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -411894.750000 Penalty: 2858.760986
	Iteration 56Q: 3 clusters Score -411894.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -411903.218750 Penalty: 2858.760986
	Iteration 57Q: 3 clusters Score -411903.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -411911.250000 Penalty: 2858.760986
	Iteration 58Q: 3 clusters Score -411911.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -411920.656250 Penalty: 2858.760986
	Iteration 59Q: 3 clusters Score -411920.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -411925.875000 Penalty: 2858.760986
	Iteration 60F: 3 clusters Score -411925.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -411930.531250 Penalty: 2858.760986
	Iteration 61Q: 3 clusters Score -411930.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -411932.593750 Penalty: 2858.760986
	Iteration 62Q: 3 clusters Score -411932.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -411934.187500 Penalty: 2858.760986
	Iteration 63Q: 3 clusters Score -411934.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -411935.250000 Penalty: 2858.760986
	Iteration 64Q: 3 clusters Score -411935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -411936.625000 Penalty: 2858.760986
	Iteration 65Q: 3 clusters Score -411936.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -411937.937500 Penalty: 2858.760986
	Iteration 66Q: 3 clusters Score -411937.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -411940.125000 Penalty: 2858.760986
	Iteration 67Q: 3 clusters Score -411940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -411942.875000 Penalty: 2858.760986
	Iteration 68Q: 3 clusters Score -411942.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -411946.843750 Penalty: 2858.760986
	Iteration 69Q: 3 clusters Score -411946.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -411951.656250 Penalty: 2858.760986
	Iteration 70Q: 3 clusters Score -411951.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -411954.625000 Penalty: 2858.760986
	Iteration 71Q: 3 clusters Score -411954.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -411956.750000 Penalty: 2858.760986
	Iteration 72Q: 3 clusters Score -411956.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -411956.750000 Penalty: 2858.760986
	Iteration 73F: 3 clusters Score -411956.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Entering Unmasked Estep 
Score: -220766.281250 Penalty: 1362.975220
	Iteration 0F: 2 clusters Score -220766.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -217152.546875 Penalty: 2725.950439
	Iteration 0F: 3 clusters Score -217152.5 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -218276.984375 Penalty: 2725.950439
	Iteration 1F: 3 clusters Score -218277 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -218611.718750 Penalty: 2725.950439
	Iteration 2F: 3 clusters Score -218611.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -218904.234375 Penalty: 2725.950439
	Iteration 3F: 3 clusters Score -218904.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -219181.468750 Penalty: 2725.950439
	Iteration 4F: 3 clusters Score -219181.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -219397.921875 Penalty: 2725.950439
	Iteration 5F: 3 clusters Score -219397.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -219583.593750 Penalty: 2725.950439
	Iteration 6Q: 3 clusters Score -219583.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -219701.171875 Penalty: 2725.950439
	Iteration 7Q: 3 clusters Score -219701.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -219790.593750 Penalty: 2725.950439
	Iteration 8Q: 3 clusters Score -219790.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -219848.437500 Penalty: 2725.950439
	Iteration 9Q: 3 clusters Score -219848.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -219889.156250 Penalty: 2725.950439
	Iteration 10Q: 3 clusters Score -219889.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -219918.484375 Penalty: 2725.950439
	Iteration 11Q: 3 clusters Score -219918.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -219947.796875 Penalty: 2725.950439
	Iteration 12Q: 3 clusters Score -219947.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -219965.093750 Penalty: 2725.950439
	Iteration 13Q: 3 clusters Score -219965.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -219978.843750 Penalty: 2725.950439
	Iteration 14Q: 3 clusters Score -219978.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -219989.890625 Penalty: 2725.950439
	Iteration 15Q: 3 clusters Score -219989.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -219998.703125 Penalty: 2725.950439
	Iteration 16Q: 3 clusters Score -219998.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -220001.828125 Penalty: 2725.950439
	Iteration 17Q: 3 clusters Score -220001.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -220003.703125 Penalty: 2725.950439
	Iteration 18Q: 3 clusters Score -220003.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -220006.421875 Penalty: 2725.950439
	Iteration 19Q: 3 clusters Score -220006.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -220012.484375 Penalty: 2725.950439
	Iteration 20F: 3 clusters Score -220012.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -220016.000000 Penalty: 2725.950439
	Iteration 21Q: 3 clusters Score -220016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -220018.250000 Penalty: 2725.950439
	Iteration 22Q: 3 clusters Score -220018.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -220019.718750 Penalty: 2725.950439
	Iteration 23Q: 3 clusters Score -220019.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -220020.515625 Penalty: 2725.950439
	Iteration 24Q: 3 clusters Score -220020.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -220020.843750 Penalty: 2725.950439
	Iteration 25Q: 3 clusters Score -220020.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -220020.843750 Penalty: 2725.950439
	Iteration 26F: 3 clusters Score -220020.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (79676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79676 members 
Entering Unmasked Estep 
Score: -5094775.500000 Penalty: 1833.930054
	Iteration 0F: 2 clusters Score -5094776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -5041767.000000 Penalty: 3667.860107
	Iteration 0F: 3 clusters Score -5041767 nChanged 37852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -5063619.500000 Penalty: 3667.860107
	Iteration 1F: 3 clusters Score -5063620 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -5064240.000000 Penalty: 3667.860107
	Iteration 2Q: 3 clusters Score -5064240 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -5065017.500000 Penalty: 3667.860107
	Iteration 3Q: 3 clusters Score -5065018 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -5066111.000000 Penalty: 3667.860107
	Iteration 4Q: 3 clusters Score -5066111 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -5067736.500000 Penalty: 3667.860107
	Iteration 5Q: 3 clusters Score -5067736 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 53357 members 
Entering Unmasked Estep 
Score: -5070415.000000 Penalty: 3667.860107
	Iteration 6F: 3 clusters Score -5070415 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 58853 members 
Entering Unmasked Estep 
Score: -5074539.500000 Penalty: 3667.860107
	Iteration 7F: 3 clusters Score -5074540 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 64900 members 
Entering Unmasked Estep 
Score: -5079761.500000 Penalty: 3667.860107
	Iteration 8F: 3 clusters Score -5079762 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 70520 members 
Entering Unmasked Estep 
Score: -5085025.500000 Penalty: 3667.860107
	Iteration 9F: 3 clusters Score -5085026 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 74677 members 
Entering Unmasked Estep 
Score: -5088896.000000 Penalty: 3667.860107
	Iteration 10F: 3 clusters Score -5088896 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 77114 members 
Entering Unmasked Estep 
Score: -5091135.500000 Penalty: 3667.860107
	Iteration 11Q: 3 clusters Score -5091136 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 78322 members 
Entering Unmasked Estep 
Score: -5092143.500000 Penalty: 3667.860107
	Iteration 12Q: 3 clusters Score -5092144 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 78937 members 
Entering Unmasked Estep 
Score: -5092680.000000 Penalty: 3667.860107
	Iteration 13Q: 3 clusters Score -5092680 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 79190 members 
Entering Unmasked Estep 
Score: -5092901.000000 Penalty: 3667.860107
	Iteration 14Q: 3 clusters Score -5092901 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 79307 members 
Entering Unmasked Estep 
Score: -5093014.500000 Penalty: 3667.860107
	Iteration 15Q: 3 clusters Score -5093014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 79356 members 
Entering Unmasked Estep 
Score: -5093074.500000 Penalty: 3667.860107
	Iteration 16Q: 3 clusters Score -5093074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 79388 members 
Entering Unmasked Estep 
Score: -5093123.000000 Penalty: 3667.860107
	Iteration 17Q: 3 clusters Score -5093123 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 79406 members 
Entering Unmasked Estep 
Score: -5093146.000000 Penalty: 3667.860107
	Iteration 18Q: 3 clusters Score -5093146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 79413 members 
Entering Unmasked Estep 
Score: -5093157.500000 Penalty: 3667.860107
	Iteration 19Q: 3 clusters Score -5093158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 79415 members 
Entering Unmasked Estep 
Score: -5093164.000000 Penalty: 3667.860107
	Iteration 20F: 3 clusters Score -5093164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 79418 members 
Entering Unmasked Estep 
Score: -5093165.500000 Penalty: 3667.860107
	Iteration 21Q: 3 clusters Score -5093166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 79422 members 
Entering Unmasked Estep 
Score: -5093175.500000 Penalty: 3667.860107
	Iteration 22Q: 3 clusters Score -5093176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 79426 members 
Entering Unmasked Estep 
Score: -5093182.500000 Penalty: 3667.860107
	Iteration 23Q: 3 clusters Score -5093182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 79431 members 
Entering Unmasked Estep 
Score: -5093188.000000 Penalty: 3667.860107
	Iteration 24Q: 3 clusters Score -5093188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 79434 members 
Entering Unmasked Estep 
Score: -5093194.000000 Penalty: 3667.860107
	Iteration 25Q: 3 clusters Score -5093194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 79437 members 
Entering Unmasked Estep 
Score: -5093202.000000 Penalty: 3667.860107
	Iteration 26Q: 3 clusters Score -5093202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 79437 members 
Entering Unmasked Estep 
Score: -5093204.500000 Penalty: 3667.860107
	Iteration 27Q: 3 clusters Score -5093204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 79438 members 
Entering Unmasked Estep 
Score: -5093204.000000 Penalty: 3667.860107
	Iteration 28Q: 3 clusters Score -5093204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 79438 members 
Entering Unmasked Estep 
Score: -5093202.000000 Penalty: 3667.860107
	Iteration 29Q: 3 clusters Score -5093202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 79438 members 
Entering Unmasked Estep 
Score: -5093202.000000 Penalty: 3667.860107
	Iteration 30F: 3 clusters Score -5093202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Entering Unmasked Estep 
Score: -447707.781250 Penalty: 1432.401123
	Iteration 0F: 2 clusters Score -447707.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -442652.062500 Penalty: 2864.802246
	Iteration 0F: 3 clusters Score -442652.1 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -444107.281250 Penalty: 2864.802246
	Iteration 1F: 3 clusters Score -444107.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -444329.218750 Penalty: 2864.802246
	Iteration 2F: 3 clusters Score -444329.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -444479.718750 Penalty: 2864.802246
	Iteration 3F: 3 clusters Score -444479.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -444604.000000 Penalty: 2864.802246
	Iteration 4Q: 3 clusters Score -444604 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -444727.718750 Penalty: 2864.802246
	Iteration 5Q: 3 clusters Score -444727.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -444879.750000 Penalty: 2864.802246
	Iteration 6Q: 3 clusters Score -444879.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -445038.937500 Penalty: 2864.802246
	Iteration 7Q: 3 clusters Score -445038.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -445215.750000 Penalty: 2864.802246
	Iteration 8Q: 3 clusters Score -445215.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -445440.843750 Penalty: 2864.802246
	Iteration 9Q: 3 clusters Score -445440.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -445690.843750 Penalty: 2864.802246
	Iteration 10Q: 3 clusters Score -445690.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -445906.750000 Penalty: 2864.802246
	Iteration 11Q: 3 clusters Score -445906.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -446082.625000 Penalty: 2864.802246
	Iteration 12Q: 3 clusters Score -446082.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -446192.781250 Penalty: 2864.802246
	Iteration 13Q: 3 clusters Score -446192.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -446277.250000 Penalty: 2864.802246
	Iteration 14Q: 3 clusters Score -446277.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -446325.750000 Penalty: 2864.802246
	Iteration 15Q: 3 clusters Score -446325.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -446360.437500 Penalty: 2864.802246
	Iteration 16Q: 3 clusters Score -446360.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -446388.250000 Penalty: 2864.802246
	Iteration 17Q: 3 clusters Score -446388.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -446406.906250 Penalty: 2864.802246
	Iteration 18Q: 3 clusters Score -446406.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -446421.562500 Penalty: 2864.802246
	Iteration 19Q: 3 clusters Score -446421.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -446428.156250 Penalty: 2864.802246
	Iteration 20F: 3 clusters Score -446428.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -446433.250000 Penalty: 2864.802246
	Iteration 21Q: 3 clusters Score -446433.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -446441.218750 Penalty: 2864.802246
	Iteration 22Q: 3 clusters Score -446441.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -446445.687500 Penalty: 2864.802246
	Iteration 23Q: 3 clusters Score -446445.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -446451.625000 Penalty: 2864.802246
	Iteration 24Q: 3 clusters Score -446451.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -446454.187500 Penalty: 2864.802246
	Iteration 25Q: 3 clusters Score -446454.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -446454.687500 Penalty: 2864.802246
	Iteration 26Q: 3 clusters Score -446454.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -446455.718750 Penalty: 2864.802246
	Iteration 27Q: 3 clusters Score -446455.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -446459.218750 Penalty: 2864.802246
	Iteration 28Q: 3 clusters Score -446459.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -446461.968750 Penalty: 2864.802246
	Iteration 29Q: 3 clusters Score -446462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -446463.531250 Penalty: 2864.802246
	Iteration 30Q: 3 clusters Score -446463.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -446465.500000 Penalty: 2864.802246
	Iteration 31Q: 3 clusters Score -446465.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -446466.062500 Penalty: 2864.802246
	Iteration 32Q: 3 clusters Score -446466.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -446466.062500 Penalty: 2864.802246
	Iteration 33F: 3 clusters Score -446466.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (88770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88770 members 
Entering Unmasked Estep 
Score: -5432440.000000 Penalty: 1851.493042
	Iteration 0F: 2 clusters Score -5432440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -5372730.000000 Penalty: 3702.986084
	Iteration 0F: 3 clusters Score -5372730 nChanged 42528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -5397042.000000 Penalty: 3702.986084
	Iteration 1F: 3 clusters Score -5397042 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 50972 members 
Entering Unmasked Estep 
Score: -5398101.500000 Penalty: 3702.986084
	Iteration 2Q: 3 clusters Score -5398102 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 55032 members 
Entering Unmasked Estep 
Score: -5399976.500000 Penalty: 3702.986084
	Iteration 3Q: 3 clusters Score -5399976 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 61104 members 
Entering Unmasked Estep 
Score: -5403888.500000 Penalty: 3702.986084
	Iteration 4F: 3 clusters Score -5403888 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 69314 members 
Entering Unmasked Estep 
Score: -5410918.000000 Penalty: 3702.986084
	Iteration 5F: 3 clusters Score -5410918 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 78256 members 
Entering Unmasked Estep 
Score: -5420063.500000 Penalty: 3702.986084
	Iteration 6F: 3 clusters Score -5420064 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 84798 members 
Entering Unmasked Estep 
Score: -5426951.500000 Penalty: 3702.986084
	Iteration 7F: 3 clusters Score -5426952 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 87562 members 
Entering Unmasked Estep 
Score: -5429628.500000 Penalty: 3702.986084
	Iteration 8Q: 3 clusters Score -5429628 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 88357 members 
Entering Unmasked Estep 
Score: -5430400.000000 Penalty: 3702.986084
	Iteration 9Q: 3 clusters Score -5430400 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 88539 members 
Entering Unmasked Estep 
Score: -5430608.000000 Penalty: 3702.986084
	Iteration 10Q: 3 clusters Score -5430608 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 88592 members 
Entering Unmasked Estep 
Score: -5430678.500000 Penalty: 3702.986084
	Iteration 11Q: 3 clusters Score -5430678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 88600 members 
Entering Unmasked Estep 
Score: -5430707.000000 Penalty: 3702.986084
	Iteration 12Q: 3 clusters Score -5430707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 88610 members 
Entering Unmasked Estep 
Score: -5430732.000000 Penalty: 3702.986084
	Iteration 13Q: 3 clusters Score -5430732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 88617 members 
Entering Unmasked Estep 
Score: -5430734.000000 Penalty: 3702.986084
	Iteration 14Q: 3 clusters Score -5430734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 88619 members 
Entering Unmasked Estep 
Score: -5430749.500000 Penalty: 3702.986084
	Iteration 15Q: 3 clusters Score -5430750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 88622 members 
Entering Unmasked Estep 
Score: -5430749.500000 Penalty: 3702.986084
	Iteration 16Q: 3 clusters Score -5430750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 88623 members 
Entering Unmasked Estep 
Score: -5430750.500000 Penalty: 3702.986084
	Iteration 17Q: 3 clusters Score -5430750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 88623 members 
Entering Unmasked Estep 
Score: -5430750.500000 Penalty: 3702.986084
	Iteration 18F: 3 clusters Score -5430750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Entering Unmasked Estep 
Score: -1406720.250000 Penalty: 1628.896484
	Iteration 0F: 2 clusters Score -1406720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1391340.375000 Penalty: 3257.792969
	Iteration 0F: 3 clusters Score -1391340 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1397116.250000 Penalty: 3257.792969
	Iteration 1F: 3 clusters Score -1397116 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1397672.750000 Penalty: 3257.792969
	Iteration 2F: 3 clusters Score -1397673 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1398398.875000 Penalty: 3257.792969
	Iteration 3F: 3 clusters Score -1398399 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -1399433.375000 Penalty: 3257.792969
	Iteration 4F: 3 clusters Score -1399433 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -1400845.750000 Penalty: 3257.792969
	Iteration 5F: 3 clusters Score -1400846 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -1402386.625000 Penalty: 3257.792969
	Iteration 6F: 3 clusters Score -1402387 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -1403743.750000 Penalty: 3257.792969
	Iteration 7F: 3 clusters Score -1403744 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -1404558.125000 Penalty: 3257.792969
	Iteration 8Q: 3 clusters Score -1404558 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -1404930.625000 Penalty: 3257.792969
	Iteration 9Q: 3 clusters Score -1404931 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -1405100.375000 Penalty: 3257.792969
	Iteration 10Q: 3 clusters Score -1405100 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -1405181.125000 Penalty: 3257.792969
	Iteration 11Q: 3 clusters Score -1405181 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -1405208.375000 Penalty: 3257.792969
	Iteration 12Q: 3 clusters Score -1405208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -1405232.000000 Penalty: 3257.792969
	Iteration 13Q: 3 clusters Score -1405232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -1405244.125000 Penalty: 3257.792969
	Iteration 14Q: 3 clusters Score -1405244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -1405257.000000 Penalty: 3257.792969
	Iteration 15Q: 3 clusters Score -1405257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -1405262.125000 Penalty: 3257.792969
	Iteration 16Q: 3 clusters Score -1405262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -1405268.875000 Penalty: 3257.792969
	Iteration 17Q: 3 clusters Score -1405269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -1405274.000000 Penalty: 3257.792969
	Iteration 18Q: 3 clusters Score -1405274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -1405274.000000 Penalty: 3257.792969
	Iteration 19F: 3 clusters Score -1405274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -7558.670898 Penalty: 823.696960
	Iteration 0F: 2 clusters Score -7558.671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6829.077148 Penalty: 1647.393921
	Iteration 0F: 3 clusters Score -6829.077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6879.474121 Penalty: 1647.393921
	Iteration 1F: 3 clusters Score -6879.474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6896.499512 Penalty: 1647.393921
	Iteration 2Q: 3 clusters Score -6896.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6903.255371 Penalty: 1647.393921
	Iteration 3Q: 3 clusters Score -6903.255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6903.255371 Penalty: 1647.393921
	Iteration 4F: 3 clusters Score -6903.255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Entering Unmasked Estep 
Score: -2901600.250000 Penalty: 1748.670166
	Iteration 0F: 2 clusters Score -2901600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -2870144.500000 Penalty: 3497.340332
	Iteration 0F: 3 clusters Score -2870144 nChanged 22013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -2882624.000000 Penalty: 3497.340332
	Iteration 1F: 3 clusters Score -2882624 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -2883145.750000 Penalty: 3497.340332
	Iteration 2Q: 3 clusters Score -2883146 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -2883638.750000 Penalty: 3497.340332
	Iteration 3Q: 3 clusters Score -2883639 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -2884242.750000 Penalty: 3497.340332
	Iteration 4Q: 3 clusters Score -2884243 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -2884944.250000 Penalty: 3497.340332
	Iteration 5Q: 3 clusters Score -2884944 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -2885880.000000 Penalty: 3497.340332
	Iteration 6Q: 3 clusters Score -2885880 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2887197.500000 Penalty: 3497.340332
	Iteration 7Q: 3 clusters Score -2887198 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2889012.500000 Penalty: 3497.340332
	Iteration 8F: 3 clusters Score -2889012 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2891164.500000 Penalty: 3497.340332
	Iteration 9F: 3 clusters Score -2891164 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2893295.000000 Penalty: 3497.340332
	Iteration 10F: 3 clusters Score -2893295 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2894802.750000 Penalty: 3497.340332
	Iteration 11Q: 3 clusters Score -2894803 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2895858.750000 Penalty: 3497.340332
	Iteration 12Q: 3 clusters Score -2895859 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2896628.500000 Penalty: 3497.340332
	Iteration 13Q: 3 clusters Score -2896628 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2897368.250000 Penalty: 3497.340332
	Iteration 14Q: 3 clusters Score -2897368 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2898071.750000 Penalty: 3497.340332
	Iteration 15Q: 3 clusters Score -2898072 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2898665.500000 Penalty: 3497.340332
	Iteration 16Q: 3 clusters Score -2898666 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2899093.500000 Penalty: 3497.340332
	Iteration 17Q: 3 clusters Score -2899094 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2899418.000000 Penalty: 3497.340332
	Iteration 18Q: 3 clusters Score -2899418 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2899621.000000 Penalty: 3497.340332
	Iteration 19Q: 3 clusters Score -2899621 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2899774.250000 Penalty: 3497.340332
	Iteration 20F: 3 clusters Score -2899774 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2899902.500000 Penalty: 3497.340332
	Iteration 21Q: 3 clusters Score -2899902 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2899992.750000 Penalty: 3497.340332
	Iteration 22Q: 3 clusters Score -2899993 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2900116.750000 Penalty: 3497.340332
	Iteration 23Q: 3 clusters Score -2900117 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2900222.000000 Penalty: 3497.340332
	Iteration 24Q: 3 clusters Score -2900222 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2900292.250000 Penalty: 3497.340332
	Iteration 25Q: 3 clusters Score -2900292 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2900386.500000 Penalty: 3497.340332
	Iteration 26Q: 3 clusters Score -2900386 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2900440.250000 Penalty: 3497.340332
	Iteration 27Q: 3 clusters Score -2900440 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2900499.250000 Penalty: 3497.340332
	Iteration 28Q: 3 clusters Score -2900499 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2900553.500000 Penalty: 3497.340332
	Iteration 29Q: 3 clusters Score -2900554 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2900587.500000 Penalty: 3497.340332
	Iteration 30Q: 3 clusters Score -2900588 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2900612.250000 Penalty: 3497.340332
	Iteration 31Q: 3 clusters Score -2900612 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2900633.500000 Penalty: 3497.340332
	Iteration 32Q: 3 clusters Score -2900634 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2900649.250000 Penalty: 3497.340332
	Iteration 33Q: 3 clusters Score -2900649 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2900665.500000 Penalty: 3497.340332
	Iteration 34Q: 3 clusters Score -2900666 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2900672.000000 Penalty: 3497.340332
	Iteration 35Q: 3 clusters Score -2900672 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2900685.500000 Penalty: 3497.340332
	Iteration 36Q: 3 clusters Score -2900686 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2900704.500000 Penalty: 3497.340332
	Iteration 37Q: 3 clusters Score -2900704 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2900717.000000 Penalty: 3497.340332
	Iteration 38Q: 3 clusters Score -2900717 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2900730.000000 Penalty: 3497.340332
	Iteration 39Q: 3 clusters Score -2900730 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2900739.750000 Penalty: 3497.340332
	Iteration 40F: 3 clusters Score -2900740 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2900750.250000 Penalty: 3497.340332
	Iteration 41Q: 3 clusters Score -2900750 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2900756.250000 Penalty: 3497.340332
	Iteration 42Q: 3 clusters Score -2900756 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2900765.500000 Penalty: 3497.340332
	Iteration 43Q: 3 clusters Score -2900766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2900765.750000 Penalty: 3497.340332
	Iteration 44Q: 3 clusters Score -2900766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2900765.750000 Penalty: 3497.340332
	Iteration 45Q: 3 clusters Score -2900766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2900771.000000 Penalty: 3497.340332
	Iteration 46Q: 3 clusters Score -2900771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2900770.250000 Penalty: 3497.340332
	Iteration 47Q: 3 clusters Score -2900770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2900780.250000 Penalty: 3497.340332
	Iteration 48Q: 3 clusters Score -2900780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2900778.500000 Penalty: 3497.340332
	Iteration 49Q: 3 clusters Score -2900778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2900779.250000 Penalty: 3497.340332
	Iteration 50Q: 3 clusters Score -2900779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2900779.000000 Penalty: 3497.340332
	Iteration 51Q: 3 clusters Score -2900779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2900781.000000 Penalty: 3497.340332
	Iteration 52Q: 3 clusters Score -2900781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2900783.250000 Penalty: 3497.340332
	Iteration 53Q: 3 clusters Score -2900783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2900784.250000 Penalty: 3497.340332
	Iteration 54Q: 3 clusters Score -2900784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2900781.500000 Penalty: 3497.340332
	Iteration 55Q: 3 clusters Score -2900782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2900789.250000 Penalty: 3497.340332
	Iteration 56Q: 3 clusters Score -2900789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2900791.000000 Penalty: 3497.340332
	Iteration 57Q: 3 clusters Score -2900791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2900789.000000 Penalty: 3497.340332
	Iteration 58Q: 3 clusters Score -2900789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2900789.500000 Penalty: 3497.340332
	Iteration 59Q: 3 clusters Score -2900790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2900795.500000 Penalty: 3497.340332
	Iteration 60F: 3 clusters Score -2900796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2900793.250000 Penalty: 3497.340332
	Iteration 61Q: 3 clusters Score -2900793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2900787.500000 Penalty: 3497.340332
	Iteration 62Q: 3 clusters Score -2900788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2900794.000000 Penalty: 3497.340332
	Iteration 63Q: 3 clusters Score -2900794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2900791.500000 Penalty: 3497.340332
	Iteration 64Q: 3 clusters Score -2900792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2900794.250000 Penalty: 3497.340332
	Iteration 65Q: 3 clusters Score -2900794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2900793.250000 Penalty: 3497.340332
	Iteration 66Q: 3 clusters Score -2900793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2900797.500000 Penalty: 3497.340332
	Iteration 67Q: 3 clusters Score -2900798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2900798.500000 Penalty: 3497.340332
	Iteration 68Q: 3 clusters Score -2900798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2900799.000000 Penalty: 3497.340332
	Iteration 69Q: 3 clusters Score -2900799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2900802.500000 Penalty: 3497.340332
	Iteration 70Q: 3 clusters Score -2900802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2900800.500000 Penalty: 3497.340332
	Iteration 71Q: 3 clusters Score -2900800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2900804.000000 Penalty: 3497.340332
	Iteration 72Q: 3 clusters Score -2900804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2900803.750000 Penalty: 3497.340332
	Iteration 73Q: 3 clusters Score -2900804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2900801.250000 Penalty: 3497.340332
	Iteration 74Q: 3 clusters Score -2900801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2900799.750000 Penalty: 3497.340332
	Iteration 75Q: 3 clusters Score -2900800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2900803.750000 Penalty: 3497.340332
	Iteration 76Q: 3 clusters Score -2900804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2900803.750000 Penalty: 3497.340332
	Iteration 77Q: 3 clusters Score -2900804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2900806.500000 Penalty: 3497.340332
	Iteration 78Q: 3 clusters Score -2900806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2900807.500000 Penalty: 3497.340332
	Iteration 79Q: 3 clusters Score -2900808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2900807.500000 Penalty: 3497.340332
	Iteration 80F: 3 clusters Score -2900808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2900803.500000 Penalty: 3497.340332
	Iteration 81Q: 3 clusters Score -2900804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2900804.750000 Penalty: 3497.340332
	Iteration 82Q: 3 clusters Score -2900805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2900807.000000 Penalty: 3497.340332
	Iteration 83Q: 3 clusters Score -2900807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2900806.000000 Penalty: 3497.340332
	Iteration 84Q: 3 clusters Score -2900806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2900806.750000 Penalty: 3497.340332
	Iteration 85Q: 3 clusters Score -2900807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2900806.000000 Penalty: 3497.340332
	Iteration 86Q: 3 clusters Score -2900806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2900811.750000 Penalty: 3497.340332
	Iteration 87Q: 3 clusters Score -2900812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2900811.250000 Penalty: 3497.340332
	Iteration 88Q: 3 clusters Score -2900811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2900810.000000 Penalty: 3497.340332
	Iteration 89Q: 3 clusters Score -2900810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2900811.000000 Penalty: 3497.340332
	Iteration 90Q: 3 clusters Score -2900811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2900813.500000 Penalty: 3497.340332
	Iteration 91Q: 3 clusters Score -2900814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2900815.250000 Penalty: 3497.340332
	Iteration 92Q: 3 clusters Score -2900815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2900817.000000 Penalty: 3497.340332
	Iteration 93Q: 3 clusters Score -2900817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2900815.750000 Penalty: 3497.340332
	Iteration 94Q: 3 clusters Score -2900816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2900814.500000 Penalty: 3497.340332
	Iteration 95Q: 3 clusters Score -2900814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2900814.500000 Penalty: 3497.340332
	Iteration 96F: 3 clusters Score -2900814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -798783.875000 Penalty: 1542.850708
	Iteration 0F: 2 clusters Score -798783.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -789499.437500 Penalty: 3085.701416
	Iteration 0F: 3 clusters Score -789499.4 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -792921.000000 Penalty: 3085.701416
	Iteration 1F: 3 clusters Score -792921 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -793592.312500 Penalty: 3085.701416
	Iteration 2F: 3 clusters Score -793592.3 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -794328.812500 Penalty: 3085.701416
	Iteration 3F: 3 clusters Score -794328.8 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -795115.062500 Penalty: 3085.701416
	Iteration 4F: 3 clusters Score -795115.1 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -795856.375000 Penalty: 3085.701416
	Iteration 5F: 3 clusters Score -795856.4 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -796423.312500 Penalty: 3085.701416
	Iteration 6F: 3 clusters Score -796423.3 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -796748.937500 Penalty: 3085.701416
	Iteration 7Q: 3 clusters Score -796748.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -796930.375000 Penalty: 3085.701416
	Iteration 8Q: 3 clusters Score -796930.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -797047.187500 Penalty: 3085.701416
	Iteration 9Q: 3 clusters Score -797047.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -797128.437500 Penalty: 3085.701416
	Iteration 10Q: 3 clusters Score -797128.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -797174.562500 Penalty: 3085.701416
	Iteration 11Q: 3 clusters Score -797174.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -797206.250000 Penalty: 3085.701416
	Iteration 12Q: 3 clusters Score -797206.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -797235.812500 Penalty: 3085.701416
	Iteration 13Q: 3 clusters Score -797235.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -797258.125000 Penalty: 3085.701416
	Iteration 14Q: 3 clusters Score -797258.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -797269.562500 Penalty: 3085.701416
	Iteration 15Q: 3 clusters Score -797269.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -797284.500000 Penalty: 3085.701416
	Iteration 16Q: 3 clusters Score -797284.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -797298.000000 Penalty: 3085.701416
	Iteration 17Q: 3 clusters Score -797298 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -797307.562500 Penalty: 3085.701416
	Iteration 18Q: 3 clusters Score -797307.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -797311.812500 Penalty: 3085.701416
	Iteration 19Q: 3 clusters Score -797311.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -797315.437500 Penalty: 3085.701416
	Iteration 20F: 3 clusters Score -797315.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -797320.562500 Penalty: 3085.701416
	Iteration 21Q: 3 clusters Score -797320.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -797321.750000 Penalty: 3085.701416
	Iteration 22Q: 3 clusters Score -797321.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -797322.875000 Penalty: 3085.701416
	Iteration 23Q: 3 clusters Score -797322.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -797325.312500 Penalty: 3085.701416
	Iteration 24Q: 3 clusters Score -797325.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -797324.562500 Penalty: 3085.701416
	Iteration 25Q: 3 clusters Score -797324.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -797326.062500 Penalty: 3085.701416
	Iteration 26Q: 3 clusters Score -797326.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -797328.000000 Penalty: 3085.701416
	Iteration 27Q: 3 clusters Score -797328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -797328.187500 Penalty: 3085.701416
	Iteration 28Q: 3 clusters Score -797328.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -797328.250000 Penalty: 3085.701416
	Iteration 29Q: 3 clusters Score -797328.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -797330.062500 Penalty: 3085.701416
	Iteration 30Q: 3 clusters Score -797330.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -797329.062500 Penalty: 3085.701416
	Iteration 31Q: 3 clusters Score -797329.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -797329.437500 Penalty: 3085.701416
	Iteration 32Q: 3 clusters Score -797329.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -797331.500000 Penalty: 3085.701416
	Iteration 33Q: 3 clusters Score -797331.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -797329.750000 Penalty: 3085.701416
	Iteration 34Q: 3 clusters Score -797329.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -797329.250000 Penalty: 3085.701416
	Iteration 35Q: 3 clusters Score -797329.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -797328.687500 Penalty: 3085.701416
	Iteration 36Q: 3 clusters Score -797328.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -797328.312500 Penalty: 3085.701416
	Iteration 37Q: 3 clusters Score -797328.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -797329.062500 Penalty: 3085.701416
	Iteration 38Q: 3 clusters Score -797329.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -797328.812500 Penalty: 3085.701416
	Iteration 39Q: 3 clusters Score -797328.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -797329.312500 Penalty: 3085.701416
	Iteration 40F: 3 clusters Score -797329.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -797329.250000 Penalty: 3085.701416
	Iteration 41Q: 3 clusters Score -797329.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -797329.250000 Penalty: 3085.701416
	Iteration 42F: 3 clusters Score -797329.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Entering Unmasked Estep 
Score: -507584.718750 Penalty: 1472.171631
	Iteration 0F: 2 clusters Score -507584.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -501313.406250 Penalty: 2944.343262
	Iteration 0F: 3 clusters Score -501313.4 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -503399.375000 Penalty: 2944.343262
	Iteration 1F: 3 clusters Score -503399.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -503825.812500 Penalty: 2944.343262
	Iteration 2F: 3 clusters Score -503825.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -504312.031250 Penalty: 2944.343262
	Iteration 3F: 3 clusters Score -504312 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -504923.968750 Penalty: 2944.343262
	Iteration 4F: 3 clusters Score -504924 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -505513.625000 Penalty: 2944.343262
	Iteration 5F: 3 clusters Score -505513.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -506019.875000 Penalty: 2944.343262
	Iteration 6F: 3 clusters Score -506019.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -506316.062500 Penalty: 2944.343262
	Iteration 7F: 3 clusters Score -506316.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -506503.000000 Penalty: 2944.343262
	Iteration 8Q: 3 clusters Score -506503 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -506580.906250 Penalty: 2944.343262
	Iteration 9Q: 3 clusters Score -506580.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -506625.718750 Penalty: 2944.343262
	Iteration 10Q: 3 clusters Score -506625.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -506666.156250 Penalty: 2944.343262
	Iteration 11Q: 3 clusters Score -506666.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -506699.000000 Penalty: 2944.343262
	Iteration 12Q: 3 clusters Score -506699 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -506732.781250 Penalty: 2944.343262
	Iteration 13Q: 3 clusters Score -506732.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -506766.968750 Penalty: 2944.343262
	Iteration 14Q: 3 clusters Score -506767 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -506789.375000 Penalty: 2944.343262
	Iteration 15Q: 3 clusters Score -506789.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -506812.093750 Penalty: 2944.343262
	Iteration 16Q: 3 clusters Score -506812.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -506831.562500 Penalty: 2944.343262
	Iteration 17Q: 3 clusters Score -506831.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -506851.281250 Penalty: 2944.343262
	Iteration 18Q: 3 clusters Score -506851.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -506871.562500 Penalty: 2944.343262
	Iteration 19Q: 3 clusters Score -506871.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -506890.531250 Penalty: 2944.343262
	Iteration 20F: 3 clusters Score -506890.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -506910.656250 Penalty: 2944.343262
	Iteration 21Q: 3 clusters Score -506910.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -506928.718750 Penalty: 2944.343262
	Iteration 22Q: 3 clusters Score -506928.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -506940.250000 Penalty: 2944.343262
	Iteration 23Q: 3 clusters Score -506940.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -506950.750000 Penalty: 2944.343262
	Iteration 24Q: 3 clusters Score -506950.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -506959.406250 Penalty: 2944.343262
	Iteration 25Q: 3 clusters Score -506959.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -506967.062500 Penalty: 2944.343262
	Iteration 26Q: 3 clusters Score -506967.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -506971.875000 Penalty: 2944.343262
	Iteration 27Q: 3 clusters Score -506971.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -506976.187500 Penalty: 2944.343262
	Iteration 28Q: 3 clusters Score -506976.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -506982.281250 Penalty: 2944.343262
	Iteration 29Q: 3 clusters Score -506982.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -506987.218750 Penalty: 2944.343262
	Iteration 30Q: 3 clusters Score -506987.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -506988.312500 Penalty: 2944.343262
	Iteration 31Q: 3 clusters Score -506988.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -506990.156250 Penalty: 2944.343262
	Iteration 32Q: 3 clusters Score -506990.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -506992.812500 Penalty: 2944.343262
	Iteration 33Q: 3 clusters Score -506992.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -506995.031250 Penalty: 2944.343262
	Iteration 34Q: 3 clusters Score -506995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -506996.562500 Penalty: 2944.343262
	Iteration 35Q: 3 clusters Score -506996.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -506998.250000 Penalty: 2944.343262
	Iteration 36Q: 3 clusters Score -506998.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -507000.406250 Penalty: 2944.343262
	Iteration 37Q: 3 clusters Score -507000.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -507001.500000 Penalty: 2944.343262
	Iteration 38Q: 3 clusters Score -507001.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -507003.562500 Penalty: 2944.343262
	Iteration 39Q: 3 clusters Score -507003.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -507005.781250 Penalty: 2944.343262
	Iteration 40F: 3 clusters Score -507005.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -507007.125000 Penalty: 2944.343262
	Iteration 41Q: 3 clusters Score -507007.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -507008.250000 Penalty: 2944.343262
	Iteration 42Q: 3 clusters Score -507008.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -507009.406250 Penalty: 2944.343262
	Iteration 43Q: 3 clusters Score -507009.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -507010.062500 Penalty: 2944.343262
	Iteration 44Q: 3 clusters Score -507010.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -507011.625000 Penalty: 2944.343262
	Iteration 45Q: 3 clusters Score -507011.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -507012.093750 Penalty: 2944.343262
	Iteration 46Q: 3 clusters Score -507012.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -507013.031250 Penalty: 2944.343262
	Iteration 47Q: 3 clusters Score -507013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -507013.812500 Penalty: 2944.343262
	Iteration 48Q: 3 clusters Score -507013.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -507015.718750 Penalty: 2944.343262
	Iteration 49Q: 3 clusters Score -507015.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -507017.093750 Penalty: 2944.343262
	Iteration 50Q: 3 clusters Score -507017.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -507019.531250 Penalty: 2944.343262
	Iteration 51Q: 3 clusters Score -507019.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -507018.875000 Penalty: 2944.343262
	Iteration 52Q: 3 clusters Score -507018.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -507021.312500 Penalty: 2944.343262
	Iteration 53Q: 3 clusters Score -507021.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -507023.000000 Penalty: 2944.343262
	Iteration 54Q: 3 clusters Score -507023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -507024.781250 Penalty: 2944.343262
	Iteration 55Q: 3 clusters Score -507024.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -507024.625000 Penalty: 2944.343262
	Iteration 56Q: 3 clusters Score -507024.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -507028.062500 Penalty: 2944.343262
	Iteration 57Q: 3 clusters Score -507028.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -507029.875000 Penalty: 2944.343262
	Iteration 58Q: 3 clusters Score -507029.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -507030.781250 Penalty: 2944.343262
	Iteration 59Q: 3 clusters Score -507030.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -507031.687500 Penalty: 2944.343262
	Iteration 60F: 3 clusters Score -507031.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -507031.781250 Penalty: 2944.343262
	Iteration 61Q: 3 clusters Score -507031.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -507032.343750 Penalty: 2944.343262
	Iteration 62Q: 3 clusters Score -507032.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -507031.531250 Penalty: 2944.343262
	Iteration 63Q: 3 clusters Score -507031.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -507032.343750 Penalty: 2944.343262
	Iteration 64Q: 3 clusters Score -507032.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -507031.812500 Penalty: 2944.343262
	Iteration 65Q: 3 clusters Score -507031.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -507031.812500 Penalty: 2944.343262
	Iteration 66F: 3 clusters Score -507031.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Entering Unmasked Estep 
Score: -611850.187500 Penalty: 1499.977783
	Iteration 0F: 2 clusters Score -611850.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -604556.125000 Penalty: 2999.955566
	Iteration 0F: 3 clusters Score -604556.1 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -606965.750000 Penalty: 2999.955566
	Iteration 1F: 3 clusters Score -606965.8 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -607333.937500 Penalty: 2999.955566
	Iteration 2F: 3 clusters Score -607333.9 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -607711.687500 Penalty: 2999.955566
	Iteration 3F: 3 clusters Score -607711.7 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -608139.812500 Penalty: 2999.955566
	Iteration 4F: 3 clusters Score -608139.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -608572.187500 Penalty: 2999.955566
	Iteration 5F: 3 clusters Score -608572.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -608981.187500 Penalty: 2999.955566
	Iteration 6F: 3 clusters Score -608981.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -609282.250000 Penalty: 2999.955566
	Iteration 7F: 3 clusters Score -609282.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -609539.875000 Penalty: 2999.955566
	Iteration 8Q: 3 clusters Score -609539.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -609751.625000 Penalty: 2999.955566
	Iteration 9Q: 3 clusters Score -609751.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -609931.187500 Penalty: 2999.955566
	Iteration 10Q: 3 clusters Score -609931.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -610075.625000 Penalty: 2999.955566
	Iteration 11Q: 3 clusters Score -610075.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -610218.000000 Penalty: 2999.955566
	Iteration 12Q: 3 clusters Score -610218 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -610366.312500 Penalty: 2999.955566
	Iteration 13Q: 3 clusters Score -610366.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -610498.312500 Penalty: 2999.955566
	Iteration 14Q: 3 clusters Score -610498.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -610623.687500 Penalty: 2999.955566
	Iteration 15Q: 3 clusters Score -610623.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -610753.687500 Penalty: 2999.955566
	Iteration 16Q: 3 clusters Score -610753.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -610862.375000 Penalty: 2999.955566
	Iteration 17Q: 3 clusters Score -610862.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -610955.250000 Penalty: 2999.955566
	Iteration 18Q: 3 clusters Score -610955.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -611022.125000 Penalty: 2999.955566
	Iteration 19Q: 3 clusters Score -611022.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -611061.250000 Penalty: 2999.955566
	Iteration 20F: 3 clusters Score -611061.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -611093.625000 Penalty: 2999.955566
	Iteration 21Q: 3 clusters Score -611093.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -611113.125000 Penalty: 2999.955566
	Iteration 22Q: 3 clusters Score -611113.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -611124.062500 Penalty: 2999.955566
	Iteration 23Q: 3 clusters Score -611124.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -611133.687500 Penalty: 2999.955566
	Iteration 24Q: 3 clusters Score -611133.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -611138.750000 Penalty: 2999.955566
	Iteration 25Q: 3 clusters Score -611138.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -611144.375000 Penalty: 2999.955566
	Iteration 26Q: 3 clusters Score -611144.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -611146.625000 Penalty: 2999.955566
	Iteration 27Q: 3 clusters Score -611146.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -611147.187500 Penalty: 2999.955566
	Iteration 28Q: 3 clusters Score -611147.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -611148.625000 Penalty: 2999.955566
	Iteration 29Q: 3 clusters Score -611148.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -611151.750000 Penalty: 2999.955566
	Iteration 30Q: 3 clusters Score -611151.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -611154.500000 Penalty: 2999.955566
	Iteration 31Q: 3 clusters Score -611154.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -611155.687500 Penalty: 2999.955566
	Iteration 32Q: 3 clusters Score -611155.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -611158.062500 Penalty: 2999.955566
	Iteration 33Q: 3 clusters Score -611158.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -611160.562500 Penalty: 2999.955566
	Iteration 34Q: 3 clusters Score -611160.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -611162.062500 Penalty: 2999.955566
	Iteration 35Q: 3 clusters Score -611162.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -611161.625000 Penalty: 2999.955566
	Iteration 36Q: 3 clusters Score -611161.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -611162.375000 Penalty: 2999.955566
	Iteration 37Q: 3 clusters Score -611162.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -611162.125000 Penalty: 2999.955566
	Iteration 38Q: 3 clusters Score -611162.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -611163.000000 Penalty: 2999.955566
	Iteration 39Q: 3 clusters Score -611163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -611162.687500 Penalty: 2999.955566
	Iteration 40F: 3 clusters Score -611162.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -611162.937500 Penalty: 2999.955566
	Iteration 41Q: 3 clusters Score -611162.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -611162.625000 Penalty: 2999.955566
	Iteration 42Q: 3 clusters Score -611162.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -611164.125000 Penalty: 2999.955566
	Iteration 43Q: 3 clusters Score -611164.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -611163.625000 Penalty: 2999.955566
	Iteration 44Q: 3 clusters Score -611163.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -611165.000000 Penalty: 2999.955566
	Iteration 45Q: 3 clusters Score -611165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -611166.812500 Penalty: 2999.955566
	Iteration 46Q: 3 clusters Score -611166.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -611168.000000 Penalty: 2999.955566
	Iteration 47Q: 3 clusters Score -611168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -611168.312500 Penalty: 2999.955566
	Iteration 48Q: 3 clusters Score -611168.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -611169.937500 Penalty: 2999.955566
	Iteration 49Q: 3 clusters Score -611169.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -611170.625000 Penalty: 2999.955566
	Iteration 50Q: 3 clusters Score -611170.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -611171.937500 Penalty: 2999.955566
	Iteration 51Q: 3 clusters Score -611171.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -611173.750000 Penalty: 2999.955566
	Iteration 52Q: 3 clusters Score -611173.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -611174.375000 Penalty: 2999.955566
	Iteration 53Q: 3 clusters Score -611174.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -611174.687500 Penalty: 2999.955566
	Iteration 54Q: 3 clusters Score -611174.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -611173.625000 Penalty: 2999.955566
	Iteration 55Q: 3 clusters Score -611173.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -611175.937500 Penalty: 2999.955566
	Iteration 56Q: 3 clusters Score -611175.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -611177.250000 Penalty: 2999.955566
	Iteration 57Q: 3 clusters Score -611177.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -611178.375000 Penalty: 2999.955566
	Iteration 58Q: 3 clusters Score -611178.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -611178.062500 Penalty: 2999.955566
	Iteration 59Q: 3 clusters Score -611178.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -611179.437500 Penalty: 2999.955566
	Iteration 60F: 3 clusters Score -611179.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -611181.437500 Penalty: 2999.955566
	Iteration 61Q: 3 clusters Score -611181.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -611182.687500 Penalty: 2999.955566
	Iteration 62Q: 3 clusters Score -611182.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -611183.500000 Penalty: 2999.955566
	Iteration 63Q: 3 clusters Score -611183.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -611184.750000 Penalty: 2999.955566
	Iteration 64Q: 3 clusters Score -611184.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -611184.812500 Penalty: 2999.955566
	Iteration 65Q: 3 clusters Score -611184.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -611185.625000 Penalty: 2999.955566
	Iteration 66Q: 3 clusters Score -611185.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -611186.812500 Penalty: 2999.955566
	Iteration 67Q: 3 clusters Score -611186.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -611186.000000 Penalty: 2999.955566
	Iteration 68Q: 3 clusters Score -611186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -611187.437500 Penalty: 2999.955566
	Iteration 69Q: 3 clusters Score -611187.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -611187.125000 Penalty: 2999.955566
	Iteration 70Q: 3 clusters Score -611187.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -611188.125000 Penalty: 2999.955566
	Iteration 71Q: 3 clusters Score -611188.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -611188.687500 Penalty: 2999.955566
	Iteration 72Q: 3 clusters Score -611188.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -611191.062500 Penalty: 2999.955566
	Iteration 73Q: 3 clusters Score -611191.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -611191.625000 Penalty: 2999.955566
	Iteration 74Q: 3 clusters Score -611191.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -611193.812500 Penalty: 2999.955566
	Iteration 75Q: 3 clusters Score -611193.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -611194.687500 Penalty: 2999.955566
	Iteration 76Q: 3 clusters Score -611194.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -611193.812500 Penalty: 2999.955566
	Iteration 77Q: 3 clusters Score -611193.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -611192.687500 Penalty: 2999.955566
	Iteration 78Q: 3 clusters Score -611192.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -611191.937500 Penalty: 2999.955566
	Iteration 79Q: 3 clusters Score -611191.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -611191.937500 Penalty: 2999.955566
	Iteration 80F: 3 clusters Score -611191.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Entering Unmasked Estep 
Score: -226324.859375 Penalty: 1345.656738
	Iteration 0F: 2 clusters Score -226324.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -223028.062500 Penalty: 2691.313477
	Iteration 0F: 3 clusters Score -223028.1 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -223970.718750 Penalty: 2691.313477
	Iteration 1F: 3 clusters Score -223970.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -224216.640625 Penalty: 2691.313477
	Iteration 2F: 3 clusters Score -224216.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -224438.890625 Penalty: 2691.313477
	Iteration 3F: 3 clusters Score -224438.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -224695.578125 Penalty: 2691.313477
	Iteration 4F: 3 clusters Score -224695.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -224929.250000 Penalty: 2691.313477
	Iteration 5F: 3 clusters Score -224929.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -225131.031250 Penalty: 2691.313477
	Iteration 6F: 3 clusters Score -225131 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -225286.109375 Penalty: 2691.313477
	Iteration 7Q: 3 clusters Score -225286.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -225389.390625 Penalty: 2691.313477
	Iteration 8Q: 3 clusters Score -225389.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -225447.078125 Penalty: 2691.313477
	Iteration 9Q: 3 clusters Score -225447.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -225489.187500 Penalty: 2691.313477
	Iteration 10Q: 3 clusters Score -225489.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -225518.281250 Penalty: 2691.313477
	Iteration 11Q: 3 clusters Score -225518.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -225535.937500 Penalty: 2691.313477
	Iteration 12Q: 3 clusters Score -225535.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -225542.421875 Penalty: 2691.313477
	Iteration 13Q: 3 clusters Score -225542.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -225551.937500 Penalty: 2691.313477
	Iteration 14Q: 3 clusters Score -225551.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -225556.546875 Penalty: 2691.313477
	Iteration 15Q: 3 clusters Score -225556.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -225561.562500 Penalty: 2691.313477
	Iteration 16Q: 3 clusters Score -225561.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -225568.031250 Penalty: 2691.313477
	Iteration 17Q: 3 clusters Score -225568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -225573.625000 Penalty: 2691.313477
	Iteration 18Q: 3 clusters Score -225573.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -225576.859375 Penalty: 2691.313477
	Iteration 19Q: 3 clusters Score -225576.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -225577.968750 Penalty: 2691.313477
	Iteration 20F: 3 clusters Score -225578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -225578.812500 Penalty: 2691.313477
	Iteration 21Q: 3 clusters Score -225578.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -225579.750000 Penalty: 2691.313477
	Iteration 22Q: 3 clusters Score -225579.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -225579.656250 Penalty: 2691.313477
	Iteration 23Q: 3 clusters Score -225579.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -225579.656250 Penalty: 2691.313477
	Iteration 24F: 3 clusters Score -225579.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Entering Unmasked Estep 
Score: -855215.625000 Penalty: 1538.939087
	Iteration 0F: 2 clusters Score -855215.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -846163.812500 Penalty: 3077.878174
	Iteration 0F: 3 clusters Score -846163.8 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -849276.500000 Penalty: 3077.878174
	Iteration 1F: 3 clusters Score -849276.5 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -849507.562500 Penalty: 3077.878174
	Iteration 2F: 3 clusters Score -849507.6 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -849712.125000 Penalty: 3077.878174
	Iteration 3Q: 3 clusters Score -849712.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -849925.687500 Penalty: 3077.878174
	Iteration 4Q: 3 clusters Score -849925.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -850159.312500 Penalty: 3077.878174
	Iteration 5Q: 3 clusters Score -850159.3 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -850439.750000 Penalty: 3077.878174
	Iteration 6Q: 3 clusters Score -850439.8 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -850833.687500 Penalty: 3077.878174
	Iteration 7F: 3 clusters Score -850833.7 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -851349.500000 Penalty: 3077.878174
	Iteration 8F: 3 clusters Score -851349.5 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -851965.750000 Penalty: 3077.878174
	Iteration 9F: 3 clusters Score -851965.8 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -852540.062500 Penalty: 3077.878174
	Iteration 10F: 3 clusters Score -852540.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -852998.625000 Penalty: 3077.878174
	Iteration 11Q: 3 clusters Score -852998.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -853351.625000 Penalty: 3077.878174
	Iteration 12Q: 3 clusters Score -853351.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -853575.062500 Penalty: 3077.878174
	Iteration 13Q: 3 clusters Score -853575.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -853678.937500 Penalty: 3077.878174
	Iteration 14Q: 3 clusters Score -853678.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -853733.750000 Penalty: 3077.878174
	Iteration 15Q: 3 clusters Score -853733.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -853770.312500 Penalty: 3077.878174
	Iteration 16Q: 3 clusters Score -853770.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -853799.000000 Penalty: 3077.878174
	Iteration 17Q: 3 clusters Score -853799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -853829.875000 Penalty: 3077.878174
	Iteration 18Q: 3 clusters Score -853829.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -853861.812500 Penalty: 3077.878174
	Iteration 19Q: 3 clusters Score -853861.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -853871.500000 Penalty: 3077.878174
	Iteration 20F: 3 clusters Score -853871.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -853879.937500 Penalty: 3077.878174
	Iteration 21Q: 3 clusters Score -853879.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -853886.687500 Penalty: 3077.878174
	Iteration 22Q: 3 clusters Score -853886.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -853891.062500 Penalty: 3077.878174
	Iteration 23Q: 3 clusters Score -853891.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -853897.937500 Penalty: 3077.878174
	Iteration 24Q: 3 clusters Score -853897.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -853901.312500 Penalty: 3077.878174
	Iteration 25Q: 3 clusters Score -853901.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -853902.812500 Penalty: 3077.878174
	Iteration 26Q: 3 clusters Score -853902.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -853902.062500 Penalty: 3077.878174
	Iteration 27Q: 3 clusters Score -853902.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -853902.750000 Penalty: 3077.878174
	Iteration 28Q: 3 clusters Score -853902.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -853903.375000 Penalty: 3077.878174
	Iteration 29Q: 3 clusters Score -853903.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -853903.375000 Penalty: 3077.878174
	Iteration 30F: 3 clusters Score -853903.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Entering Unmasked Estep 
Score: -731557.250000 Penalty: 1528.833618
	Iteration 0F: 2 clusters Score -731557.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -722938.125000 Penalty: 3057.667236
	Iteration 0F: 3 clusters Score -722938.1 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -726178.125000 Penalty: 3057.667236
	Iteration 1F: 3 clusters Score -726178.1 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -726706.187500 Penalty: 3057.667236
	Iteration 2F: 3 clusters Score -726706.2 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -727353.375000 Penalty: 3057.667236
	Iteration 3F: 3 clusters Score -727353.4 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -728055.000000 Penalty: 3057.667236
	Iteration 4F: 3 clusters Score -728055 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -728696.937500 Penalty: 3057.667236
	Iteration 5F: 3 clusters Score -728696.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -729188.125000 Penalty: 3057.667236
	Iteration 6Q: 3 clusters Score -729188.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -729530.625000 Penalty: 3057.667236
	Iteration 7Q: 3 clusters Score -729530.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -729769.937500 Penalty: 3057.667236
	Iteration 8Q: 3 clusters Score -729769.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -729907.062500 Penalty: 3057.667236
	Iteration 9Q: 3 clusters Score -729907.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -730071.125000 Penalty: 3057.667236
	Iteration 10Q: 3 clusters Score -730071.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -730284.437500 Penalty: 3057.667236
	Iteration 11Q: 3 clusters Score -730284.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -730380.937500 Penalty: 3057.667236
	Iteration 12Q: 3 clusters Score -730380.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -730425.625000 Penalty: 3057.667236
	Iteration 13Q: 3 clusters Score -730425.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -730445.875000 Penalty: 3057.667236
	Iteration 14Q: 3 clusters Score -730445.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -730468.937500 Penalty: 3057.667236
	Iteration 15Q: 3 clusters Score -730468.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -730483.750000 Penalty: 3057.667236
	Iteration 16Q: 3 clusters Score -730483.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -730489.750000 Penalty: 3057.667236
	Iteration 17Q: 3 clusters Score -730489.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -730495.687500 Penalty: 3057.667236
	Iteration 18Q: 3 clusters Score -730495.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -730497.062500 Penalty: 3057.667236
	Iteration 19Q: 3 clusters Score -730497.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -730497.750000 Penalty: 3057.667236
	Iteration 20F: 3 clusters Score -730497.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -730501.375000 Penalty: 3057.667236
	Iteration 21Q: 3 clusters Score -730501.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -730500.750000 Penalty: 3057.667236
	Iteration 22Q: 3 clusters Score -730500.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -730502.250000 Penalty: 3057.667236
	Iteration 23Q: 3 clusters Score -730502.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -730503.187500 Penalty: 3057.667236
	Iteration 24Q: 3 clusters Score -730503.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -730501.937500 Penalty: 3057.667236
	Iteration 25Q: 3 clusters Score -730501.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -730502.875000 Penalty: 3057.667236
	Iteration 26Q: 3 clusters Score -730502.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -730505.375000 Penalty: 3057.667236
	Iteration 27Q: 3 clusters Score -730505.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -730505.375000 Penalty: 3057.667236
	Iteration 28Q: 3 clusters Score -730505.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -730504.625000 Penalty: 3057.667236
	Iteration 29Q: 3 clusters Score -730504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -730505.687500 Penalty: 3057.667236
	Iteration 30Q: 3 clusters Score -730505.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -730505.125000 Penalty: 3057.667236
	Iteration 31Q: 3 clusters Score -730505.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -730504.812500 Penalty: 3057.667236
	Iteration 32Q: 3 clusters Score -730504.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -730504.812500 Penalty: 3057.667236
	Iteration 33F: 3 clusters Score -730504.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Entering Unmasked Estep 
Score: -142901.609375 Penalty: 1278.839844
	Iteration 0F: 2 clusters Score -142901.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -140439.156250 Penalty: 2557.679688
	Iteration 0F: 3 clusters Score -140439.2 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -141026.265625 Penalty: 2557.679688
	Iteration 1F: 3 clusters Score -141026.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -141222.953125 Penalty: 2557.679688
	Iteration 2F: 3 clusters Score -141223 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -141383.546875 Penalty: 2557.679688
	Iteration 3F: 3 clusters Score -141383.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -141542.000000 Penalty: 2557.679688
	Iteration 4F: 3 clusters Score -141542 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -141684.187500 Penalty: 2557.679688
	Iteration 5Q: 3 clusters Score -141684.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -141810.796875 Penalty: 2557.679688
	Iteration 6Q: 3 clusters Score -141810.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -141934.625000 Penalty: 2557.679688
	Iteration 7Q: 3 clusters Score -141934.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -142031.218750 Penalty: 2557.679688
	Iteration 8Q: 3 clusters Score -142031.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -142123.875000 Penalty: 2557.679688
	Iteration 9Q: 3 clusters Score -142123.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -142225.968750 Penalty: 2557.679688
	Iteration 10Q: 3 clusters Score -142226 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -142301.843750 Penalty: 2557.679688
	Iteration 11Q: 3 clusters Score -142301.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -142358.531250 Penalty: 2557.679688
	Iteration 12Q: 3 clusters Score -142358.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -142384.531250 Penalty: 2557.679688
	Iteration 13Q: 3 clusters Score -142384.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -142403.406250 Penalty: 2557.679688
	Iteration 14Q: 3 clusters Score -142403.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -142415.359375 Penalty: 2557.679688
	Iteration 15Q: 3 clusters Score -142415.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -142421.687500 Penalty: 2557.679688
	Iteration 16Q: 3 clusters Score -142421.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -142425.515625 Penalty: 2557.679688
	Iteration 17Q: 3 clusters Score -142425.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -142427.515625 Penalty: 2557.679688
	Iteration 18Q: 3 clusters Score -142427.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -142430.234375 Penalty: 2557.679688
	Iteration 19Q: 3 clusters Score -142430.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -142433.359375 Penalty: 2557.679688
	Iteration 20F: 3 clusters Score -142433.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -142435.343750 Penalty: 2557.679688
	Iteration 21Q: 3 clusters Score -142435.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -142435.359375 Penalty: 2557.679688
	Iteration 22Q: 3 clusters Score -142435.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -142435.359375 Penalty: 2557.679688
	Iteration 23F: 3 clusters Score -142435.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Entering Unmasked Estep 
Score: -705943.687500 Penalty: 1519.659912
	Iteration 0F: 2 clusters Score -705943.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -697828.812500 Penalty: 3039.319824
	Iteration 0F: 3 clusters Score -697828.8 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -700357.437500 Penalty: 3039.319824
	Iteration 1F: 3 clusters Score -700357.4 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -700619.937500 Penalty: 3039.319824
	Iteration 2F: 3 clusters Score -700619.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -700829.375000 Penalty: 3039.319824
	Iteration 3Q: 3 clusters Score -700829.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -701044.625000 Penalty: 3039.319824
	Iteration 4Q: 3 clusters Score -701044.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -701274.000000 Penalty: 3039.319824
	Iteration 5Q: 3 clusters Score -701274 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -701590.937500 Penalty: 3039.319824
	Iteration 6F: 3 clusters Score -701590.9 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -702003.375000 Penalty: 3039.319824
	Iteration 7F: 3 clusters Score -702003.4 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -702500.500000 Penalty: 3039.319824
	Iteration 8F: 3 clusters Score -702500.5 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -703044.125000 Penalty: 3039.319824
	Iteration 9F: 3 clusters Score -703044.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -703567.500000 Penalty: 3039.319824
	Iteration 10F: 3 clusters Score -703567.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -703980.500000 Penalty: 3039.319824
	Iteration 11Q: 3 clusters Score -703980.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -704255.687500 Penalty: 3039.319824
	Iteration 12Q: 3 clusters Score -704255.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -704424.812500 Penalty: 3039.319824
	Iteration 13Q: 3 clusters Score -704424.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -704528.187500 Penalty: 3039.319824
	Iteration 14Q: 3 clusters Score -704528.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -704584.687500 Penalty: 3039.319824
	Iteration 15Q: 3 clusters Score -704584.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -704628.187500 Penalty: 3039.319824
	Iteration 16Q: 3 clusters Score -704628.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -704656.937500 Penalty: 3039.319824
	Iteration 17Q: 3 clusters Score -704656.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -704672.000000 Penalty: 3039.319824
	Iteration 18Q: 3 clusters Score -704672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -704680.375000 Penalty: 3039.319824
	Iteration 19Q: 3 clusters Score -704680.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -704685.875000 Penalty: 3039.319824
	Iteration 20F: 3 clusters Score -704685.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -704687.000000 Penalty: 3039.319824
	Iteration 21Q: 3 clusters Score -704687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -704694.687500 Penalty: 3039.319824
	Iteration 22Q: 3 clusters Score -704694.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -704697.687500 Penalty: 3039.319824
	Iteration 23Q: 3 clusters Score -704697.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -704700.625000 Penalty: 3039.319824
	Iteration 24Q: 3 clusters Score -704700.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -704703.625000 Penalty: 3039.319824
	Iteration 25Q: 3 clusters Score -704703.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -704703.812500 Penalty: 3039.319824
	Iteration 26Q: 3 clusters Score -704703.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -704705.125000 Penalty: 3039.319824
	Iteration 27Q: 3 clusters Score -704705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -704706.625000 Penalty: 3039.319824
	Iteration 28Q: 3 clusters Score -704706.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -704707.312500 Penalty: 3039.319824
	Iteration 29Q: 3 clusters Score -704707.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -704708.875000 Penalty: 3039.319824
	Iteration 30Q: 3 clusters Score -704708.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -704710.875000 Penalty: 3039.319824
	Iteration 31Q: 3 clusters Score -704710.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -704711.562500 Penalty: 3039.319824
	Iteration 32Q: 3 clusters Score -704711.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -704711.750000 Penalty: 3039.319824
	Iteration 33Q: 3 clusters Score -704711.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -704711.312500 Penalty: 3039.319824
	Iteration 34Q: 3 clusters Score -704711.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -704711.312500 Penalty: 3039.319824
	Iteration 35F: 3 clusters Score -704711.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Entering Unmasked Estep 
Score: -136351.609375 Penalty: 1261.560059
	Iteration 0F: 2 clusters Score -136351.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -134033.203125 Penalty: 2523.120117
	Iteration 0F: 3 clusters Score -134033.2 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -134531.218750 Penalty: 2523.120117
	Iteration 1F: 3 clusters Score -134531.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -134651.875000 Penalty: 2523.120117
	Iteration 2F: 3 clusters Score -134651.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -134725.796875 Penalty: 2523.120117
	Iteration 3Q: 3 clusters Score -134725.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -134772.640625 Penalty: 2523.120117
	Iteration 4Q: 3 clusters Score -134772.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -134808.343750 Penalty: 2523.120117
	Iteration 5Q: 3 clusters Score -134808.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -134836.609375 Penalty: 2523.120117
	Iteration 6Q: 3 clusters Score -134836.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -134853.718750 Penalty: 2523.120117
	Iteration 7Q: 3 clusters Score -134853.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -134870.578125 Penalty: 2523.120117
	Iteration 8Q: 3 clusters Score -134870.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -134882.734375 Penalty: 2523.120117
	Iteration 9Q: 3 clusters Score -134882.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -134897.375000 Penalty: 2523.120117
	Iteration 10Q: 3 clusters Score -134897.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -134909.078125 Penalty: 2523.120117
	Iteration 11Q: 3 clusters Score -134909.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -134916.953125 Penalty: 2523.120117
	Iteration 12Q: 3 clusters Score -134917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -134925.500000 Penalty: 2523.120117
	Iteration 13Q: 3 clusters Score -134925.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -134937.015625 Penalty: 2523.120117
	Iteration 14Q: 3 clusters Score -134937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -134951.640625 Penalty: 2523.120117
	Iteration 15Q: 3 clusters Score -134951.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -134966.046875 Penalty: 2523.120117
	Iteration 16Q: 3 clusters Score -134966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -134986.203125 Penalty: 2523.120117
	Iteration 17Q: 3 clusters Score -134986.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -135000.609375 Penalty: 2523.120117
	Iteration 18Q: 3 clusters Score -135000.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -135014.531250 Penalty: 2523.120117
	Iteration 19Q: 3 clusters Score -135014.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -135030.000000 Penalty: 2523.120117
	Iteration 20F: 3 clusters Score -135030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -135053.937500 Penalty: 2523.120117
	Iteration 21Q: 3 clusters Score -135053.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -135076.687500 Penalty: 2523.120117
	Iteration 22Q: 3 clusters Score -135076.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -135094.593750 Penalty: 2523.120117
	Iteration 23Q: 3 clusters Score -135094.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -135103.890625 Penalty: 2523.120117
	Iteration 24Q: 3 clusters Score -135103.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -135113.640625 Penalty: 2523.120117
	Iteration 25Q: 3 clusters Score -135113.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -135121.765625 Penalty: 2523.120117
	Iteration 26Q: 3 clusters Score -135121.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -135128.468750 Penalty: 2523.120117
	Iteration 27Q: 3 clusters Score -135128.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -135132.531250 Penalty: 2523.120117
	Iteration 28Q: 3 clusters Score -135132.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -135134.828125 Penalty: 2523.120117
	Iteration 29Q: 3 clusters Score -135134.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -135137.109375 Penalty: 2523.120117
	Iteration 30Q: 3 clusters Score -135137.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -135138.953125 Penalty: 2523.120117
	Iteration 31Q: 3 clusters Score -135139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -135139.687500 Penalty: 2523.120117
	Iteration 32Q: 3 clusters Score -135139.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -135139.890625 Penalty: 2523.120117
	Iteration 33Q: 3 clusters Score -135139.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -135141.984375 Penalty: 2523.120117
	Iteration 34Q: 3 clusters Score -135142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -135143.875000 Penalty: 2523.120117
	Iteration 35Q: 3 clusters Score -135143.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -135145.265625 Penalty: 2523.120117
	Iteration 36Q: 3 clusters Score -135145.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -135145.953125 Penalty: 2523.120117
	Iteration 37Q: 3 clusters Score -135146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -135146.625000 Penalty: 2523.120117
	Iteration 38Q: 3 clusters Score -135146.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -135147.203125 Penalty: 2523.120117
	Iteration 39Q: 3 clusters Score -135147.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -135147.968750 Penalty: 2523.120117
	Iteration 40F: 3 clusters Score -135148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -135148.750000 Penalty: 2523.120117
	Iteration 41Q: 3 clusters Score -135148.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -135149.546875 Penalty: 2523.120117
	Iteration 42Q: 3 clusters Score -135149.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -135150.000000 Penalty: 2523.120117
	Iteration 43Q: 3 clusters Score -135150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -135150.031250 Penalty: 2523.120117
	Iteration 44Q: 3 clusters Score -135150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -135151.015625 Penalty: 2523.120117
	Iteration 45Q: 3 clusters Score -135151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -135151.250000 Penalty: 2523.120117
	Iteration 46Q: 3 clusters Score -135151.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -135152.109375 Penalty: 2523.120117
	Iteration 47Q: 3 clusters Score -135152.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -135152.859375 Penalty: 2523.120117
	Iteration 48Q: 3 clusters Score -135152.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -135154.078125 Penalty: 2523.120117
	Iteration 49Q: 3 clusters Score -135154.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -135155.578125 Penalty: 2523.120117
	Iteration 50Q: 3 clusters Score -135155.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -135158.140625 Penalty: 2523.120117
	Iteration 51Q: 3 clusters Score -135158.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -135159.921875 Penalty: 2523.120117
	Iteration 52Q: 3 clusters Score -135159.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -135160.906250 Penalty: 2523.120117
	Iteration 53Q: 3 clusters Score -135160.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -135162.781250 Penalty: 2523.120117
	Iteration 54Q: 3 clusters Score -135162.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -135165.890625 Penalty: 2523.120117
	Iteration 55Q: 3 clusters Score -135165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -135167.046875 Penalty: 2523.120117
	Iteration 56Q: 3 clusters Score -135167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -135168.453125 Penalty: 2523.120117
	Iteration 57Q: 3 clusters Score -135168.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -135169.843750 Penalty: 2523.120117
	Iteration 58Q: 3 clusters Score -135169.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -135171.015625 Penalty: 2523.120117
	Iteration 59Q: 3 clusters Score -135171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -135173.250000 Penalty: 2523.120117
	Iteration 60F: 3 clusters Score -135173.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -135177.046875 Penalty: 2523.120117
	Iteration 61Q: 3 clusters Score -135177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -135180.468750 Penalty: 2523.120117
	Iteration 62Q: 3 clusters Score -135180.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -135183.171875 Penalty: 2523.120117
	Iteration 63Q: 3 clusters Score -135183.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -135186.953125 Penalty: 2523.120117
	Iteration 64Q: 3 clusters Score -135187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -135190.250000 Penalty: 2523.120117
	Iteration 65Q: 3 clusters Score -135190.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -135197.578125 Penalty: 2523.120117
	Iteration 66Q: 3 clusters Score -135197.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -135206.750000 Penalty: 2523.120117
	Iteration 67Q: 3 clusters Score -135206.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -135218.546875 Penalty: 2523.120117
	Iteration 68Q: 3 clusters Score -135218.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -135228.250000 Penalty: 2523.120117
	Iteration 69Q: 3 clusters Score -135228.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -135233.671875 Penalty: 2523.120117
	Iteration 70Q: 3 clusters Score -135233.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -135237.156250 Penalty: 2523.120117
	Iteration 71Q: 3 clusters Score -135237.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -135244.187500 Penalty: 2523.120117
	Iteration 72Q: 3 clusters Score -135244.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -135249.781250 Penalty: 2523.120117
	Iteration 73Q: 3 clusters Score -135249.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -135255.406250 Penalty: 2523.120117
	Iteration 74Q: 3 clusters Score -135255.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -135260.734375 Penalty: 2523.120117
	Iteration 75Q: 3 clusters Score -135260.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -135265.375000 Penalty: 2523.120117
	Iteration 76Q: 3 clusters Score -135265.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -135270.203125 Penalty: 2523.120117
	Iteration 77Q: 3 clusters Score -135270.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -135274.359375 Penalty: 2523.120117
	Iteration 78Q: 3 clusters Score -135274.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -135283.250000 Penalty: 2523.120117
	Iteration 79Q: 3 clusters Score -135283.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -135286.593750 Penalty: 2523.120117
	Iteration 80F: 3 clusters Score -135286.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -135289.890625 Penalty: 2523.120117
	Iteration 81Q: 3 clusters Score -135289.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -135292.687500 Penalty: 2523.120117
	Iteration 82Q: 3 clusters Score -135292.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -135295.265625 Penalty: 2523.120117
	Iteration 83Q: 3 clusters Score -135295.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -135295.859375 Penalty: 2523.120117
	Iteration 84Q: 3 clusters Score -135295.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -135296.031250 Penalty: 2523.120117
	Iteration 85Q: 3 clusters Score -135296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -135296.031250 Penalty: 2523.120117
	Iteration 86F: 3 clusters Score -135296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Entering Unmasked Estep 
Score: -296083.718750 Penalty: 1385.660767
	Iteration 0F: 2 clusters Score -296083.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -292019.062500 Penalty: 2771.321533
	Iteration 0F: 3 clusters Score -292019.1 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -293273.062500 Penalty: 2771.321533
	Iteration 1F: 3 clusters Score -293273.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -293683.343750 Penalty: 2771.321533
	Iteration 2F: 3 clusters Score -293683.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -294049.875000 Penalty: 2771.321533
	Iteration 3F: 3 clusters Score -294049.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -294351.531250 Penalty: 2771.321533
	Iteration 4F: 3 clusters Score -294351.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -294619.343750 Penalty: 2771.321533
	Iteration 5F: 3 clusters Score -294619.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -294816.875000 Penalty: 2771.321533
	Iteration 6F: 3 clusters Score -294816.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -294986.062500 Penalty: 2771.321533
	Iteration 7Q: 3 clusters Score -294986.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -295086.968750 Penalty: 2771.321533
	Iteration 8Q: 3 clusters Score -295087 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -295136.843750 Penalty: 2771.321533
	Iteration 9Q: 3 clusters Score -295136.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -295165.781250 Penalty: 2771.321533
	Iteration 10Q: 3 clusters Score -295165.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -295181.125000 Penalty: 2771.321533
	Iteration 11Q: 3 clusters Score -295181.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -295193.343750 Penalty: 2771.321533
	Iteration 12Q: 3 clusters Score -295193.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -295206.187500 Penalty: 2771.321533
	Iteration 13Q: 3 clusters Score -295206.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -295217.125000 Penalty: 2771.321533
	Iteration 14Q: 3 clusters Score -295217.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -295223.125000 Penalty: 2771.321533
	Iteration 15Q: 3 clusters Score -295223.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -295227.718750 Penalty: 2771.321533
	Iteration 16Q: 3 clusters Score -295227.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -295230.500000 Penalty: 2771.321533
	Iteration 17Q: 3 clusters Score -295230.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -295232.968750 Penalty: 2771.321533
	Iteration 18Q: 3 clusters Score -295233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -295233.937500 Penalty: 2771.321533
	Iteration 19Q: 3 clusters Score -295233.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -295234.562500 Penalty: 2771.321533
	Iteration 20F: 3 clusters Score -295234.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -295235.718750 Penalty: 2771.321533
	Iteration 21Q: 3 clusters Score -295235.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -295235.093750 Penalty: 2771.321533
	Iteration 22Q: 3 clusters Score -295235.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -295235.843750 Penalty: 2771.321533
	Iteration 23Q: 3 clusters Score -295235.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -295235.843750 Penalty: 2771.321533
	Iteration 24F: 3 clusters Score -295235.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Entering Unmasked Estep 
Score: -145988.875000 Penalty: 1268.786499
	Iteration 0F: 2 clusters Score -145988.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -143602.375000 Penalty: 2537.572998
	Iteration 0F: 3 clusters Score -143602.4 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -144154.187500 Penalty: 2537.572998
	Iteration 1F: 3 clusters Score -144154.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -144281.718750 Penalty: 2537.572998
	Iteration 2F: 3 clusters Score -144281.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -144346.921875 Penalty: 2537.572998
	Iteration 3Q: 3 clusters Score -144346.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -144391.390625 Penalty: 2537.572998
	Iteration 4Q: 3 clusters Score -144391.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -144424.890625 Penalty: 2537.572998
	Iteration 5Q: 3 clusters Score -144424.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -144453.593750 Penalty: 2537.572998
	Iteration 6Q: 3 clusters Score -144453.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -144485.703125 Penalty: 2537.572998
	Iteration 7Q: 3 clusters Score -144485.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -144517.468750 Penalty: 2537.572998
	Iteration 8Q: 3 clusters Score -144517.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -144538.906250 Penalty: 2537.572998
	Iteration 9Q: 3 clusters Score -144538.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -144556.859375 Penalty: 2537.572998
	Iteration 10Q: 3 clusters Score -144556.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -144576.828125 Penalty: 2537.572998
	Iteration 11Q: 3 clusters Score -144576.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -144590.671875 Penalty: 2537.572998
	Iteration 12Q: 3 clusters Score -144590.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -144601.187500 Penalty: 2537.572998
	Iteration 13Q: 3 clusters Score -144601.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -144610.156250 Penalty: 2537.572998
	Iteration 14Q: 3 clusters Score -144610.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -144617.609375 Penalty: 2537.572998
	Iteration 15Q: 3 clusters Score -144617.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -144625.468750 Penalty: 2537.572998
	Iteration 16Q: 3 clusters Score -144625.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -144631.156250 Penalty: 2537.572998
	Iteration 17Q: 3 clusters Score -144631.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -144637.187500 Penalty: 2537.572998
	Iteration 18Q: 3 clusters Score -144637.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -144645.109375 Penalty: 2537.572998
	Iteration 19Q: 3 clusters Score -144645.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -144652.281250 Penalty: 2537.572998
	Iteration 20F: 3 clusters Score -144652.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -144658.953125 Penalty: 2537.572998
	Iteration 21Q: 3 clusters Score -144659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -144664.140625 Penalty: 2537.572998
	Iteration 22Q: 3 clusters Score -144664.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -144667.484375 Penalty: 2537.572998
	Iteration 23Q: 3 clusters Score -144667.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -144673.984375 Penalty: 2537.572998
	Iteration 24Q: 3 clusters Score -144674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -144679.734375 Penalty: 2537.572998
	Iteration 25Q: 3 clusters Score -144679.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -144684.343750 Penalty: 2537.572998
	Iteration 26Q: 3 clusters Score -144684.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -144689.718750 Penalty: 2537.572998
	Iteration 27Q: 3 clusters Score -144689.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -144694.625000 Penalty: 2537.572998
	Iteration 28Q: 3 clusters Score -144694.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -144701.125000 Penalty: 2537.572998
	Iteration 29Q: 3 clusters Score -144701.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -144708.500000 Penalty: 2537.572998
	Iteration 30Q: 3 clusters Score -144708.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -144716.453125 Penalty: 2537.572998
	Iteration 31Q: 3 clusters Score -144716.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -144732.625000 Penalty: 2537.572998
	Iteration 32Q: 3 clusters Score -144732.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -144752.578125 Penalty: 2537.572998
	Iteration 33Q: 3 clusters Score -144752.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -144779.921875 Penalty: 2537.572998
	Iteration 34Q: 3 clusters Score -144779.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -144811.937500 Penalty: 2537.572998
	Iteration 35Q: 3 clusters Score -144811.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -144859.656250 Penalty: 2537.572998
	Iteration 36Q: 3 clusters Score -144859.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -144950.140625 Penalty: 2537.572998
	Iteration 37Q: 3 clusters Score -144950.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -145077.562500 Penalty: 2537.572998
	Iteration 38Q: 3 clusters Score -145077.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -145203.703125 Penalty: 2537.572998
	Iteration 39Q: 3 clusters Score -145203.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -145298.265625 Penalty: 2537.572998
	Iteration 40F: 3 clusters Score -145298.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -145356.625000 Penalty: 2537.572998
	Iteration 41Q: 3 clusters Score -145356.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -145394.937500 Penalty: 2537.572998
	Iteration 42Q: 3 clusters Score -145394.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -145423.281250 Penalty: 2537.572998
	Iteration 43Q: 3 clusters Score -145423.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -145435.687500 Penalty: 2537.572998
	Iteration 44Q: 3 clusters Score -145435.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -145445.375000 Penalty: 2537.572998
	Iteration 45Q: 3 clusters Score -145445.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -145451.281250 Penalty: 2537.572998
	Iteration 46Q: 3 clusters Score -145451.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -145454.453125 Penalty: 2537.572998
	Iteration 47Q: 3 clusters Score -145454.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -145459.015625 Penalty: 2537.572998
	Iteration 48Q: 3 clusters Score -145459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -145462.781250 Penalty: 2537.572998
	Iteration 49Q: 3 clusters Score -145462.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -145464.515625 Penalty: 2537.572998
	Iteration 50Q: 3 clusters Score -145464.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -145466.296875 Penalty: 2537.572998
	Iteration 51Q: 3 clusters Score -145466.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -145469.500000 Penalty: 2537.572998
	Iteration 52Q: 3 clusters Score -145469.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -145473.546875 Penalty: 2537.572998
	Iteration 53Q: 3 clusters Score -145473.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -145477.453125 Penalty: 2537.572998
	Iteration 54Q: 3 clusters Score -145477.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -145478.828125 Penalty: 2537.572998
	Iteration 55Q: 3 clusters Score -145478.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -145479.578125 Penalty: 2537.572998
	Iteration 56Q: 3 clusters Score -145479.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -145482.296875 Penalty: 2537.572998
	Iteration 57Q: 3 clusters Score -145482.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -145485.890625 Penalty: 2537.572998
	Iteration 58Q: 3 clusters Score -145485.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -145494.171875 Penalty: 2537.572998
	Iteration 59Q: 3 clusters Score -145494.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -145502.671875 Penalty: 2537.572998
	Iteration 60F: 3 clusters Score -145502.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -145510.546875 Penalty: 2537.572998
	Iteration 61Q: 3 clusters Score -145510.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -145516.921875 Penalty: 2537.572998
	Iteration 62Q: 3 clusters Score -145516.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -145521.593750 Penalty: 2537.572998
	Iteration 63Q: 3 clusters Score -145521.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -145525.796875 Penalty: 2537.572998
	Iteration 64Q: 3 clusters Score -145525.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -145532.140625 Penalty: 2537.572998
	Iteration 65Q: 3 clusters Score -145532.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -145537.937500 Penalty: 2537.572998
	Iteration 66Q: 3 clusters Score -145537.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -145541.406250 Penalty: 2537.572998
	Iteration 67Q: 3 clusters Score -145541.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -145545.718750 Penalty: 2537.572998
	Iteration 68Q: 3 clusters Score -145545.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -145549.625000 Penalty: 2537.572998
	Iteration 69Q: 3 clusters Score -145549.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -145554.093750 Penalty: 2537.572998
	Iteration 70Q: 3 clusters Score -145554.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -145555.734375 Penalty: 2537.572998
	Iteration 71Q: 3 clusters Score -145555.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -145556.000000 Penalty: 2537.572998
	Iteration 72Q: 3 clusters Score -145556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -145556.687500 Penalty: 2537.572998
	Iteration 73Q: 3 clusters Score -145556.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -145558.015625 Penalty: 2537.572998
	Iteration 74Q: 3 clusters Score -145558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -145560.218750 Penalty: 2537.572998
	Iteration 75Q: 3 clusters Score -145560.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -145567.656250 Penalty: 2537.572998
	Iteration 76Q: 3 clusters Score -145567.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -145581.656250 Penalty: 2537.572998
	Iteration 77Q: 3 clusters Score -145581.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -145594.921875 Penalty: 2537.572998
	Iteration 78Q: 3 clusters Score -145594.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -145605.062500 Penalty: 2537.572998
	Iteration 79Q: 3 clusters Score -145605.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -145611.671875 Penalty: 2537.572998
	Iteration 80F: 3 clusters Score -145611.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -145620.671875 Penalty: 2537.572998
	Iteration 81Q: 3 clusters Score -145620.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -145628.421875 Penalty: 2537.572998
	Iteration 82Q: 3 clusters Score -145628.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -145630.265625 Penalty: 2537.572998
	Iteration 83Q: 3 clusters Score -145630.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -145630.390625 Penalty: 2537.572998
	Iteration 84Q: 3 clusters Score -145630.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -145630.953125 Penalty: 2537.572998
	Iteration 85Q: 3 clusters Score -145631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -145631.406250 Penalty: 2537.572998
	Iteration 86Q: 3 clusters Score -145631.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -145632.187500 Penalty: 2537.572998
	Iteration 87Q: 3 clusters Score -145632.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -145632.328125 Penalty: 2537.572998
	Iteration 88Q: 3 clusters Score -145632.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -145632.328125 Penalty: 2537.572998
	Iteration 89F: 3 clusters Score -145632.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Entering Unmasked Estep 
Score: -71769.031250 Penalty: 1147.466919
	Iteration 0F: 2 clusters Score -71769.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -70189.343750 Penalty: 2294.933838
	Iteration 0F: 3 clusters Score -70189.34 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -70500.984375 Penalty: 2294.933838
	Iteration 1F: 3 clusters Score -70500.98 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -70579.562500 Penalty: 2294.933838
	Iteration 2F: 3 clusters Score -70579.56 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -70624.445312 Penalty: 2294.933838
	Iteration 3Q: 3 clusters Score -70624.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -70660.757812 Penalty: 2294.933838
	Iteration 4Q: 3 clusters Score -70660.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -70697.796875 Penalty: 2294.933838
	Iteration 5Q: 3 clusters Score -70697.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -70719.890625 Penalty: 2294.933838
	Iteration 6Q: 3 clusters Score -70719.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -70732.085938 Penalty: 2294.933838
	Iteration 7Q: 3 clusters Score -70732.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -70746.218750 Penalty: 2294.933838
	Iteration 8Q: 3 clusters Score -70746.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -70761.335938 Penalty: 2294.933838
	Iteration 9Q: 3 clusters Score -70761.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -70766.664062 Penalty: 2294.933838
	Iteration 10Q: 3 clusters Score -70766.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -70770.812500 Penalty: 2294.933838
	Iteration 11Q: 3 clusters Score -70770.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -70776.742188 Penalty: 2294.933838
	Iteration 12Q: 3 clusters Score -70776.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -70779.968750 Penalty: 2294.933838
	Iteration 13Q: 3 clusters Score -70779.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -70784.234375 Penalty: 2294.933838
	Iteration 14Q: 3 clusters Score -70784.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -70790.820312 Penalty: 2294.933838
	Iteration 15Q: 3 clusters Score -70790.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70795.953125 Penalty: 2294.933838
	Iteration 16Q: 3 clusters Score -70795.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -70798.218750 Penalty: 2294.933838
	Iteration 17Q: 3 clusters Score -70798.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -70802.601562 Penalty: 2294.933838
	Iteration 18Q: 3 clusters Score -70802.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -70806.007812 Penalty: 2294.933838
	Iteration 19Q: 3 clusters Score -70806.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -70807.453125 Penalty: 2294.933838
	Iteration 20F: 3 clusters Score -70807.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70807.851562 Penalty: 2294.933838
	Iteration 21Q: 3 clusters Score -70807.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70807.851562 Penalty: 2294.933838
	Iteration 22F: 3 clusters Score -70807.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11431 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4392 members 
Mstep: Class 5 contains 79676 members 
Mstep: Class 6 contains 6733 members 
Mstep: Class 7 contains 88770 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47148 members 
Mstep: Class 11 contains 13286 members 
Mstep: Class 12 contains 8600 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12970 members 
Mstep: Class 16 contains 12188 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11519 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340476.000000 Penalty: 45735.921875
Iteration 279Q: 23 clusters Score -2.134048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11431 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4392 members 
Mstep: Class 5 contains 79676 members 
Mstep: Class 6 contains 6733 members 
Mstep: Class 7 contains 88768 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47151 members 
Mstep: Class 11 contains 13286 members 
Mstep: Class 12 contains 8600 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12969 members 
Mstep: Class 16 contains 12188 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11519 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340482.000000 Penalty: 45735.921875
Iteration 280F: 23 clusters Score -2.134048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11431 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4392 members 
Mstep: Class 5 contains 79674 members 
Mstep: Class 6 contains 6733 members 
Mstep: Class 7 contains 88767 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47154 members 
Mstep: Class 11 contains 13286 members 
Mstep: Class 12 contains 8600 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12969 members 
Mstep: Class 16 contains 12188 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11519 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340486.000000 Penalty: 45735.921875
Iteration 281Q: 23 clusters Score -2.134049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11431 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4392 members 
Mstep: Class 5 contains 79673 members 
Mstep: Class 6 contains 6733 members 
Mstep: Class 7 contains 88766 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47155 members 
Mstep: Class 11 contains 13286 members 
Mstep: Class 12 contains 8600 members 
Mstep: Class 13 contains 10206 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12969 members 
Mstep: Class 16 contains 12188 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11519 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340476.000000 Penalty: 45735.921875
Iteration 282Q: 23 clusters Score -2.134048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11431 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4392 members 
Mstep: Class 5 contains 79674 members 
Mstep: Class 6 contains 6733 members 
Mstep: Class 7 contains 88765 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47155 members 
Mstep: Class 11 contains 13286 members 
Mstep: Class 12 contains 8600 members 
Mstep: Class 13 contains 10206 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12969 members 
Mstep: Class 16 contains 12188 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11519 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340476.000000 Penalty: 45735.921875
Iteration 283Q: 23 clusters Score -2.134048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11431 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 4392 members 
Mstep: Class 5 contains 79674 members 
Mstep: Class 6 contains 6733 members 
Mstep: Class 7 contains 88765 members 
Mstep: Class 8 contains 22561 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 10 contains 47155 members 
Mstep: Class 11 contains 13286 members 
Mstep: Class 12 contains 8600 members 
Mstep: Class 13 contains 10206 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 12969 members 
Mstep: Class 16 contains 12188 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 11519 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21340476.000000 Penalty: 45735.921875
Iteration 284F: 23 clusters Score -2.134048e+07 nChanged 0
Entering ConstructFrom: 
Score: -21340476.000000 Penalty: 45735.921875
Entering ConstructFrom: 
Trying to split cluster 1 (5941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Entering Unmasked Estep 
Score: -350529.531250 Penalty: 1412.065308
	Iteration 0F: 2 clusters Score -350529.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -345885.437500 Penalty: 2824.130615
	Iteration 0F: 3 clusters Score -345885.4 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -347217.906250 Penalty: 2824.130615
	Iteration 1F: 3 clusters Score -347217.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -347479.875000 Penalty: 2824.130615
	Iteration 2F: 3 clusters Score -347479.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -347682.187500 Penalty: 2824.130615
	Iteration 3F: 3 clusters Score -347682.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -347854.093750 Penalty: 2824.130615
	Iteration 4F: 3 clusters Score -347854.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -347970.187500 Penalty: 2824.130615
	Iteration 5Q: 3 clusters Score -347970.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -348045.781250 Penalty: 2824.130615
	Iteration 6Q: 3 clusters Score -348045.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -348103.000000 Penalty: 2824.130615
	Iteration 7Q: 3 clusters Score -348103 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -348160.218750 Penalty: 2824.130615
	Iteration 8Q: 3 clusters Score -348160.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -348214.031250 Penalty: 2824.130615
	Iteration 9Q: 3 clusters Score -348214 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -348267.406250 Penalty: 2824.130615
	Iteration 10Q: 3 clusters Score -348267.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -348324.531250 Penalty: 2824.130615
	Iteration 11Q: 3 clusters Score -348324.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -348387.031250 Penalty: 2824.130615
	Iteration 12Q: 3 clusters Score -348387 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -348466.000000 Penalty: 2824.130615
	Iteration 13Q: 3 clusters Score -348466 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -348554.062500 Penalty: 2824.130615
	Iteration 14Q: 3 clusters Score -348554.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -348643.000000 Penalty: 2824.130615
	Iteration 15Q: 3 clusters Score -348643 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -348740.500000 Penalty: 2824.130615
	Iteration 16Q: 3 clusters Score -348740.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -348847.687500 Penalty: 2824.130615
	Iteration 17Q: 3 clusters Score -348847.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -348956.750000 Penalty: 2824.130615
	Iteration 18Q: 3 clusters Score -348956.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -349057.812500 Penalty: 2824.130615
	Iteration 19Q: 3 clusters Score -349057.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -349159.531250 Penalty: 2824.130615
	Iteration 20F: 3 clusters Score -349159.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -349269.625000 Penalty: 2824.130615
	Iteration 21Q: 3 clusters Score -349269.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -349390.187500 Penalty: 2824.130615
	Iteration 22Q: 3 clusters Score -349390.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -349514.781250 Penalty: 2824.130615
	Iteration 23Q: 3 clusters Score -349514.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -349651.656250 Penalty: 2824.130615
	Iteration 24Q: 3 clusters Score -349651.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -349779.406250 Penalty: 2824.130615
	Iteration 25Q: 3 clusters Score -349779.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -349858.875000 Penalty: 2824.130615
	Iteration 26Q: 3 clusters Score -349858.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -349913.718750 Penalty: 2824.130615
	Iteration 27Q: 3 clusters Score -349913.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -349953.843750 Penalty: 2824.130615
	Iteration 28Q: 3 clusters Score -349953.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -349975.343750 Penalty: 2824.130615
	Iteration 29Q: 3 clusters Score -349975.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -349999.843750 Penalty: 2824.130615
	Iteration 30Q: 3 clusters Score -349999.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -350031.531250 Penalty: 2824.130615
	Iteration 31Q: 3 clusters Score -350031.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -350093.750000 Penalty: 2824.130615
	Iteration 32Q: 3 clusters Score -350093.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -350174.968750 Penalty: 2824.130615
	Iteration 33Q: 3 clusters Score -350175 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -350217.406250 Penalty: 2824.130615
	Iteration 34Q: 3 clusters Score -350217.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -350238.125000 Penalty: 2824.130615
	Iteration 35Q: 3 clusters Score -350238.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -350251.406250 Penalty: 2824.130615
	Iteration 36Q: 3 clusters Score -350251.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -350258.281250 Penalty: 2824.130615
	Iteration 37Q: 3 clusters Score -350258.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -350260.562500 Penalty: 2824.130615
	Iteration 38Q: 3 clusters Score -350260.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -350260.906250 Penalty: 2824.130615
	Iteration 39Q: 3 clusters Score -350260.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -350260.906250 Penalty: 2824.130615
	Iteration 40F: 3 clusters Score -350260.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Entering Unmasked Estep 
Score: -708338.125000 Penalty: 1518.413574
	Iteration 0F: 2 clusters Score -708338.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -700241.812500 Penalty: 3036.827148
	Iteration 0F: 3 clusters Score -700241.8 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -702976.437500 Penalty: 3036.827148
	Iteration 1F: 3 clusters Score -702976.4 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -703237.875000 Penalty: 3036.827148
	Iteration 2F: 3 clusters Score -703237.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -703418.062500 Penalty: 3036.827148
	Iteration 3Q: 3 clusters Score -703418.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -703555.562500 Penalty: 3036.827148
	Iteration 4Q: 3 clusters Score -703555.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -703695.375000 Penalty: 3036.827148
	Iteration 5Q: 3 clusters Score -703695.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -703856.187500 Penalty: 3036.827148
	Iteration 6Q: 3 clusters Score -703856.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -704039.187500 Penalty: 3036.827148
	Iteration 7Q: 3 clusters Score -704039.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -704245.812500 Penalty: 3036.827148
	Iteration 8Q: 3 clusters Score -704245.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -704560.750000 Penalty: 3036.827148
	Iteration 9Q: 3 clusters Score -704560.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -704905.187500 Penalty: 3036.827148
	Iteration 10Q: 3 clusters Score -704905.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -705311.437500 Penalty: 3036.827148
	Iteration 11Q: 3 clusters Score -705311.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -705750.125000 Penalty: 3036.827148
	Iteration 12Q: 3 clusters Score -705750.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -706133.875000 Penalty: 3036.827148
	Iteration 13Q: 3 clusters Score -706133.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -706413.625000 Penalty: 3036.827148
	Iteration 14Q: 3 clusters Score -706413.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -706623.062500 Penalty: 3036.827148
	Iteration 15Q: 3 clusters Score -706623.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -706748.937500 Penalty: 3036.827148
	Iteration 16Q: 3 clusters Score -706748.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -706831.187500 Penalty: 3036.827148
	Iteration 17Q: 3 clusters Score -706831.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -706890.937500 Penalty: 3036.827148
	Iteration 18Q: 3 clusters Score -706890.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -706917.937500 Penalty: 3036.827148
	Iteration 19Q: 3 clusters Score -706917.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -706943.937500 Penalty: 3036.827148
	Iteration 20F: 3 clusters Score -706943.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -706971.000000 Penalty: 3036.827148
	Iteration 21Q: 3 clusters Score -706971 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -706996.187500 Penalty: 3036.827148
	Iteration 22Q: 3 clusters Score -706996.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -707009.625000 Penalty: 3036.827148
	Iteration 23Q: 3 clusters Score -707009.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -707029.625000 Penalty: 3036.827148
	Iteration 24Q: 3 clusters Score -707029.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -707045.312500 Penalty: 3036.827148
	Iteration 25Q: 3 clusters Score -707045.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -707058.937500 Penalty: 3036.827148
	Iteration 26Q: 3 clusters Score -707058.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -707066.625000 Penalty: 3036.827148
	Iteration 27Q: 3 clusters Score -707066.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -707072.875000 Penalty: 3036.827148
	Iteration 28Q: 3 clusters Score -707072.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -707080.437500 Penalty: 3036.827148
	Iteration 29Q: 3 clusters Score -707080.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -707089.000000 Penalty: 3036.827148
	Iteration 30Q: 3 clusters Score -707089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -707099.062500 Penalty: 3036.827148
	Iteration 31Q: 3 clusters Score -707099.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -707111.125000 Penalty: 3036.827148
	Iteration 32Q: 3 clusters Score -707111.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -707118.937500 Penalty: 3036.827148
	Iteration 33Q: 3 clusters Score -707118.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -707124.937500 Penalty: 3036.827148
	Iteration 34Q: 3 clusters Score -707124.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -707126.687500 Penalty: 3036.827148
	Iteration 35Q: 3 clusters Score -707126.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -707131.000000 Penalty: 3036.827148
	Iteration 36Q: 3 clusters Score -707131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -707136.312500 Penalty: 3036.827148
	Iteration 37Q: 3 clusters Score -707136.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -707138.250000 Penalty: 3036.827148
	Iteration 38Q: 3 clusters Score -707138.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -707141.500000 Penalty: 3036.827148
	Iteration 39Q: 3 clusters Score -707141.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -707145.187500 Penalty: 3036.827148
	Iteration 40F: 3 clusters Score -707145.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -707147.125000 Penalty: 3036.827148
	Iteration 41Q: 3 clusters Score -707147.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -707149.937500 Penalty: 3036.827148
	Iteration 42Q: 3 clusters Score -707149.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -707149.937500 Penalty: 3036.827148
	Iteration 43F: 3 clusters Score -707149.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Entering Unmasked Estep 
Score: -413246.593750 Penalty: 1429.380493
	Iteration 0F: 2 clusters Score -413246.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -408255.718750 Penalty: 2858.760986
	Iteration 0F: 3 clusters Score -408255.7 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -409662.781250 Penalty: 2858.760986
	Iteration 1F: 3 clusters Score -409662.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -409838.625000 Penalty: 2858.760986
	Iteration 2F: 3 clusters Score -409838.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -409974.125000 Penalty: 2858.760986
	Iteration 3Q: 3 clusters Score -409974.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -410110.625000 Penalty: 2858.760986
	Iteration 4Q: 3 clusters Score -410110.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -410223.687500 Penalty: 2858.760986
	Iteration 5Q: 3 clusters Score -410223.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -410315.250000 Penalty: 2858.760986
	Iteration 6Q: 3 clusters Score -410315.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -410409.281250 Penalty: 2858.760986
	Iteration 7Q: 3 clusters Score -410409.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -410505.000000 Penalty: 2858.760986
	Iteration 8Q: 3 clusters Score -410505 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -410634.687500 Penalty: 2858.760986
	Iteration 9Q: 3 clusters Score -410634.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -410800.312500 Penalty: 2858.760986
	Iteration 10Q: 3 clusters Score -410800.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -411013.687500 Penalty: 2858.760986
	Iteration 11Q: 3 clusters Score -411013.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -411252.093750 Penalty: 2858.760986
	Iteration 12Q: 3 clusters Score -411252.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -411463.812500 Penalty: 2858.760986
	Iteration 13Q: 3 clusters Score -411463.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -411626.625000 Penalty: 2858.760986
	Iteration 14Q: 3 clusters Score -411626.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -411769.812500 Penalty: 2858.760986
	Iteration 15Q: 3 clusters Score -411769.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -411859.093750 Penalty: 2858.760986
	Iteration 16Q: 3 clusters Score -411859.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -411904.750000 Penalty: 2858.760986
	Iteration 17Q: 3 clusters Score -411904.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -411940.218750 Penalty: 2858.760986
	Iteration 18Q: 3 clusters Score -411940.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -411959.718750 Penalty: 2858.760986
	Iteration 19Q: 3 clusters Score -411959.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -411980.593750 Penalty: 2858.760986
	Iteration 20F: 3 clusters Score -411980.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -411986.093750 Penalty: 2858.760986
	Iteration 21Q: 3 clusters Score -411986.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -411992.718750 Penalty: 2858.760986
	Iteration 22Q: 3 clusters Score -411992.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -411997.000000 Penalty: 2858.760986
	Iteration 23Q: 3 clusters Score -411997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -411998.375000 Penalty: 2858.760986
	Iteration 24Q: 3 clusters Score -411998.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -412003.375000 Penalty: 2858.760986
	Iteration 25Q: 3 clusters Score -412003.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -412003.906250 Penalty: 2858.760986
	Iteration 26Q: 3 clusters Score -412003.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -412005.500000 Penalty: 2858.760986
	Iteration 27Q: 3 clusters Score -412005.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -412008.531250 Penalty: 2858.760986
	Iteration 28Q: 3 clusters Score -412008.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -412011.875000 Penalty: 2858.760986
	Iteration 29Q: 3 clusters Score -412011.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -412013.156250 Penalty: 2858.760986
	Iteration 30Q: 3 clusters Score -412013.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -412015.187500 Penalty: 2858.760986
	Iteration 31Q: 3 clusters Score -412015.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -412015.187500 Penalty: 2858.760986
	Iteration 32F: 3 clusters Score -412015.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Entering Unmasked Estep 
Score: -220766.281250 Penalty: 1362.975220
	Iteration 0F: 2 clusters Score -220766.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -217167.984375 Penalty: 2725.950439
	Iteration 0F: 3 clusters Score -217168 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -218180.187500 Penalty: 2725.950439
	Iteration 1F: 3 clusters Score -218180.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -218394.468750 Penalty: 2725.950439
	Iteration 2F: 3 clusters Score -218394.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -218560.390625 Penalty: 2725.950439
	Iteration 3F: 3 clusters Score -218560.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -218709.281250 Penalty: 2725.950439
	Iteration 4F: 3 clusters Score -218709.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -218852.546875 Penalty: 2725.950439
	Iteration 5F: 3 clusters Score -218852.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -218970.984375 Penalty: 2725.950439
	Iteration 6Q: 3 clusters Score -218971 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -219069.875000 Penalty: 2725.950439
	Iteration 7Q: 3 clusters Score -219069.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -219148.312500 Penalty: 2725.950439
	Iteration 8Q: 3 clusters Score -219148.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -219207.562500 Penalty: 2725.950439
	Iteration 9Q: 3 clusters Score -219207.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -219251.156250 Penalty: 2725.950439
	Iteration 10Q: 3 clusters Score -219251.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -219279.921875 Penalty: 2725.950439
	Iteration 11Q: 3 clusters Score -219279.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -219303.656250 Penalty: 2725.950439
	Iteration 12Q: 3 clusters Score -219303.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -219323.343750 Penalty: 2725.950439
	Iteration 13Q: 3 clusters Score -219323.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -219334.968750 Penalty: 2725.950439
	Iteration 14Q: 3 clusters Score -219335 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -219346.500000 Penalty: 2725.950439
	Iteration 15Q: 3 clusters Score -219346.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -219364.984375 Penalty: 2725.950439
	Iteration 16Q: 3 clusters Score -219365 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -219379.187500 Penalty: 2725.950439
	Iteration 17Q: 3 clusters Score -219379.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -219393.500000 Penalty: 2725.950439
	Iteration 18Q: 3 clusters Score -219393.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -219412.359375 Penalty: 2725.950439
	Iteration 19Q: 3 clusters Score -219412.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -219437.406250 Penalty: 2725.950439
	Iteration 20F: 3 clusters Score -219437.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -219464.984375 Penalty: 2725.950439
	Iteration 21Q: 3 clusters Score -219465 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -219490.437500 Penalty: 2725.950439
	Iteration 22Q: 3 clusters Score -219490.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -219511.296875 Penalty: 2725.950439
	Iteration 23Q: 3 clusters Score -219511.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -219534.718750 Penalty: 2725.950439
	Iteration 24Q: 3 clusters Score -219534.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -219552.953125 Penalty: 2725.950439
	Iteration 25Q: 3 clusters Score -219553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -219563.437500 Penalty: 2725.950439
	Iteration 26Q: 3 clusters Score -219563.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -219573.296875 Penalty: 2725.950439
	Iteration 27Q: 3 clusters Score -219573.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -219580.234375 Penalty: 2725.950439
	Iteration 28Q: 3 clusters Score -219580.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -219585.718750 Penalty: 2725.950439
	Iteration 29Q: 3 clusters Score -219585.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -219591.234375 Penalty: 2725.950439
	Iteration 30Q: 3 clusters Score -219591.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -219596.875000 Penalty: 2725.950439
	Iteration 31Q: 3 clusters Score -219596.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -219602.437500 Penalty: 2725.950439
	Iteration 32Q: 3 clusters Score -219602.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -219608.281250 Penalty: 2725.950439
	Iteration 33Q: 3 clusters Score -219608.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -219614.234375 Penalty: 2725.950439
	Iteration 34Q: 3 clusters Score -219614.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -219618.015625 Penalty: 2725.950439
	Iteration 35Q: 3 clusters Score -219618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -219620.140625 Penalty: 2725.950439
	Iteration 36Q: 3 clusters Score -219620.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -219623.750000 Penalty: 2725.950439
	Iteration 37Q: 3 clusters Score -219623.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -219628.093750 Penalty: 2725.950439
	Iteration 38Q: 3 clusters Score -219628.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -219630.562500 Penalty: 2725.950439
	Iteration 39Q: 3 clusters Score -219630.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -219633.593750 Penalty: 2725.950439
	Iteration 40F: 3 clusters Score -219633.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -219636.718750 Penalty: 2725.950439
	Iteration 41Q: 3 clusters Score -219636.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -219639.265625 Penalty: 2725.950439
	Iteration 42Q: 3 clusters Score -219639.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -219643.296875 Penalty: 2725.950439
	Iteration 43Q: 3 clusters Score -219643.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -219648.187500 Penalty: 2725.950439
	Iteration 44Q: 3 clusters Score -219648.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -219650.875000 Penalty: 2725.950439
	Iteration 45Q: 3 clusters Score -219650.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -219653.734375 Penalty: 2725.950439
	Iteration 46Q: 3 clusters Score -219653.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -219654.921875 Penalty: 2725.950439
	Iteration 47Q: 3 clusters Score -219654.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -219655.968750 Penalty: 2725.950439
	Iteration 48Q: 3 clusters Score -219656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -219656.656250 Penalty: 2725.950439
	Iteration 49Q: 3 clusters Score -219656.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -219656.562500 Penalty: 2725.950439
	Iteration 50Q: 3 clusters Score -219656.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -219656.812500 Penalty: 2725.950439
	Iteration 51Q: 3 clusters Score -219656.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -219656.812500 Penalty: 2725.950439
	Iteration 52F: 3 clusters Score -219656.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (79674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79674 members 
Entering Unmasked Estep 
Score: -5094666.500000 Penalty: 1833.926025
	Iteration 0F: 2 clusters Score -5094666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -5041454.500000 Penalty: 3667.852051
	Iteration 0F: 3 clusters Score -5041454 nChanged 37757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -5063323.000000 Penalty: 3667.852051
	Iteration 1F: 3 clusters Score -5063323 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -5063919.000000 Penalty: 3667.852051
	Iteration 2Q: 3 clusters Score -5063919 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -5064531.000000 Penalty: 3667.852051
	Iteration 3Q: 3 clusters Score -5064531 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -5065207.500000 Penalty: 3667.852051
	Iteration 4Q: 3 clusters Score -5065208 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -5065920.000000 Penalty: 3667.852051
	Iteration 5Q: 3 clusters Score -5065920 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -5066881.000000 Penalty: 3667.852051
	Iteration 6Q: 3 clusters Score -5066881 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -5068197.500000 Penalty: 3667.852051
	Iteration 7Q: 3 clusters Score -5068198 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -5070068.500000 Penalty: 3667.852051
	Iteration 8Q: 3 clusters Score -5070068 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -5073044.500000 Penalty: 3667.852051
	Iteration 9F: 3 clusters Score -5073044 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -5076587.000000 Penalty: 3667.852051
	Iteration 10F: 3 clusters Score -5076587 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -5079555.500000 Penalty: 3667.852051
	Iteration 11F: 3 clusters Score -5079556 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -5080894.500000 Penalty: 3667.852051
	Iteration 12Q: 3 clusters Score -5080894 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -5081436.000000 Penalty: 3667.852051
	Iteration 13Q: 3 clusters Score -5081436 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -5081719.500000 Penalty: 3667.852051
	Iteration 14Q: 3 clusters Score -5081720 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -5081898.000000 Penalty: 3667.852051
	Iteration 15Q: 3 clusters Score -5081898 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -5082055.500000 Penalty: 3667.852051
	Iteration 16Q: 3 clusters Score -5082056 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -5082248.500000 Penalty: 3667.852051
	Iteration 17Q: 3 clusters Score -5082248 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54482 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -5082341.500000 Penalty: 3667.852051
	Iteration 18Q: 3 clusters Score -5082342 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -5082488.000000 Penalty: 3667.852051
	Iteration 19Q: 3 clusters Score -5082488 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56135 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -5082666.000000 Penalty: 3667.852051
	Iteration 20F: 3 clusters Score -5082666 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56977 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -5082814.000000 Penalty: 3667.852051
	Iteration 21Q: 3 clusters Score -5082814 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57907 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -5083015.500000 Penalty: 3667.852051
	Iteration 22Q: 3 clusters Score -5083016 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58863 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -5083292.000000 Penalty: 3667.852051
	Iteration 23Q: 3 clusters Score -5083292 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59940 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -5083591.500000 Penalty: 3667.852051
	Iteration 24Q: 3 clusters Score -5083592 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61090 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -5083969.500000 Penalty: 3667.852051
	Iteration 25Q: 3 clusters Score -5083970 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62301 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -5084337.000000 Penalty: 3667.852051
	Iteration 26Q: 3 clusters Score -5084337 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63578 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -5084753.000000 Penalty: 3667.852051
	Iteration 27Q: 3 clusters Score -5084753 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64892 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -5085245.000000 Penalty: 3667.852051
	Iteration 28Q: 3 clusters Score -5085245 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66256 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -5085783.000000 Penalty: 3667.852051
	Iteration 29Q: 3 clusters Score -5085783 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67648 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -5086384.000000 Penalty: 3667.852051
	Iteration 30Q: 3 clusters Score -5086384 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69037 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -5087106.500000 Penalty: 3667.852051
	Iteration 31Q: 3 clusters Score -5087106 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70410 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -5087748.000000 Penalty: 3667.852051
	Iteration 32Q: 3 clusters Score -5087748 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71740 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -5088462.000000 Penalty: 3667.852051
	Iteration 33Q: 3 clusters Score -5088462 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73042 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -5089224.000000 Penalty: 3667.852051
	Iteration 34Q: 3 clusters Score -5089224 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -5090022.500000 Penalty: 3667.852051
	Iteration 35Q: 3 clusters Score -5090022 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75381 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -5090762.500000 Penalty: 3667.852051
	Iteration 36Q: 3 clusters Score -5090762 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76291 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -5091423.500000 Penalty: 3667.852051
	Iteration 37Q: 3 clusters Score -5091424 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77008 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -5091989.500000 Penalty: 3667.852051
	Iteration 38Q: 3 clusters Score -5091990 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77555 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5092427.000000 Penalty: 3667.852051
	Iteration 39Q: 3 clusters Score -5092427 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77945 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5092715.500000 Penalty: 3667.852051
	Iteration 40F: 3 clusters Score -5092716 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78194 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5092890.000000 Penalty: 3667.852051
	Iteration 41Q: 3 clusters Score -5092890 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78364 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5093002.000000 Penalty: 3667.852051
	Iteration 42Q: 3 clusters Score -5093002 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78473 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5093072.500000 Penalty: 3667.852051
	Iteration 43Q: 3 clusters Score -5093072 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78557 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5093133.500000 Penalty: 3667.852051
	Iteration 44Q: 3 clusters Score -5093134 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78619 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5093166.500000 Penalty: 3667.852051
	Iteration 45Q: 3 clusters Score -5093166 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78664 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5093199.500000 Penalty: 3667.852051
	Iteration 46Q: 3 clusters Score -5093200 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78701 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5093216.500000 Penalty: 3667.852051
	Iteration 47Q: 3 clusters Score -5093216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78738 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5093242.500000 Penalty: 3667.852051
	Iteration 48Q: 3 clusters Score -5093242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78764 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5093262.000000 Penalty: 3667.852051
	Iteration 49Q: 3 clusters Score -5093262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78791 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5093282.000000 Penalty: 3667.852051
	Iteration 50Q: 3 clusters Score -5093282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5093300.500000 Penalty: 3667.852051
	Iteration 51Q: 3 clusters Score -5093300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78840 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5093313.500000 Penalty: 3667.852051
	Iteration 52Q: 3 clusters Score -5093314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78862 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5093325.000000 Penalty: 3667.852051
	Iteration 53Q: 3 clusters Score -5093325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78876 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5093320.000000 Penalty: 3667.852051
	Iteration 54Q: 3 clusters Score -5093320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78888 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5093340.000000 Penalty: 3667.852051
	Iteration 55Q: 3 clusters Score -5093340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78899 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5093330.500000 Penalty: 3667.852051
	Iteration 56Q: 3 clusters Score -5093330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5093337.500000 Penalty: 3667.852051
	Iteration 57Q: 3 clusters Score -5093338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78918 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5093349.000000 Penalty: 3667.852051
	Iteration 58Q: 3 clusters Score -5093349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78925 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5093356.000000 Penalty: 3667.852051
	Iteration 59Q: 3 clusters Score -5093356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78932 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5093349.000000 Penalty: 3667.852051
	Iteration 60F: 3 clusters Score -5093349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78934 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5093351.500000 Penalty: 3667.852051
	Iteration 61Q: 3 clusters Score -5093352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78935 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5093349.000000 Penalty: 3667.852051
	Iteration 62Q: 3 clusters Score -5093349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78935 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5093349.000000 Penalty: 3667.852051
	Iteration 63F: 3 clusters Score -5093349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Entering Unmasked Estep 
Score: -447707.781250 Penalty: 1432.401123
	Iteration 0F: 2 clusters Score -447707.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -442667.812500 Penalty: 2864.802246
	Iteration 0F: 3 clusters Score -442667.8 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -444087.187500 Penalty: 2864.802246
	Iteration 1F: 3 clusters Score -444087.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -444266.718750 Penalty: 2864.802246
	Iteration 2F: 3 clusters Score -444266.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -444395.375000 Penalty: 2864.802246
	Iteration 3Q: 3 clusters Score -444395.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -444482.062500 Penalty: 2864.802246
	Iteration 4Q: 3 clusters Score -444482.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -444556.218750 Penalty: 2864.802246
	Iteration 5Q: 3 clusters Score -444556.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -444633.562500 Penalty: 2864.802246
	Iteration 6Q: 3 clusters Score -444633.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -444714.656250 Penalty: 2864.802246
	Iteration 7Q: 3 clusters Score -444714.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -444800.875000 Penalty: 2864.802246
	Iteration 8Q: 3 clusters Score -444800.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -444901.531250 Penalty: 2864.802246
	Iteration 9Q: 3 clusters Score -444901.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -445002.656250 Penalty: 2864.802246
	Iteration 10Q: 3 clusters Score -445002.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -445109.187500 Penalty: 2864.802246
	Iteration 11Q: 3 clusters Score -445109.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -445242.687500 Penalty: 2864.802246
	Iteration 12Q: 3 clusters Score -445242.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -445383.093750 Penalty: 2864.802246
	Iteration 13Q: 3 clusters Score -445383.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -445526.062500 Penalty: 2864.802246
	Iteration 14Q: 3 clusters Score -445526.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -445686.906250 Penalty: 2864.802246
	Iteration 15Q: 3 clusters Score -445686.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -445823.843750 Penalty: 2864.802246
	Iteration 16Q: 3 clusters Score -445823.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -445962.406250 Penalty: 2864.802246
	Iteration 17Q: 3 clusters Score -445962.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -446086.656250 Penalty: 2864.802246
	Iteration 18Q: 3 clusters Score -446086.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -446184.468750 Penalty: 2864.802246
	Iteration 19Q: 3 clusters Score -446184.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -446259.656250 Penalty: 2864.802246
	Iteration 20F: 3 clusters Score -446259.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -446300.750000 Penalty: 2864.802246
	Iteration 21Q: 3 clusters Score -446300.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -446334.468750 Penalty: 2864.802246
	Iteration 22Q: 3 clusters Score -446334.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -446355.125000 Penalty: 2864.802246
	Iteration 23Q: 3 clusters Score -446355.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -446379.125000 Penalty: 2864.802246
	Iteration 24Q: 3 clusters Score -446379.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -446399.187500 Penalty: 2864.802246
	Iteration 25Q: 3 clusters Score -446399.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -446416.062500 Penalty: 2864.802246
	Iteration 26Q: 3 clusters Score -446416.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -446431.156250 Penalty: 2864.802246
	Iteration 27Q: 3 clusters Score -446431.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -446438.062500 Penalty: 2864.802246
	Iteration 28Q: 3 clusters Score -446438.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -446444.000000 Penalty: 2864.802246
	Iteration 29Q: 3 clusters Score -446444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -446450.531250 Penalty: 2864.802246
	Iteration 30Q: 3 clusters Score -446450.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -446458.531250 Penalty: 2864.802246
	Iteration 31Q: 3 clusters Score -446458.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -446465.281250 Penalty: 2864.802246
	Iteration 32Q: 3 clusters Score -446465.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -446469.562500 Penalty: 2864.802246
	Iteration 33Q: 3 clusters Score -446469.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -446472.531250 Penalty: 2864.802246
	Iteration 34Q: 3 clusters Score -446472.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -446475.062500 Penalty: 2864.802246
	Iteration 35Q: 3 clusters Score -446475.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -446479.312500 Penalty: 2864.802246
	Iteration 36Q: 3 clusters Score -446479.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -446485.375000 Penalty: 2864.802246
	Iteration 37Q: 3 clusters Score -446485.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -446486.843750 Penalty: 2864.802246
	Iteration 38Q: 3 clusters Score -446486.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -446487.125000 Penalty: 2864.802246
	Iteration 39Q: 3 clusters Score -446487.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -446487.593750 Penalty: 2864.802246
	Iteration 40F: 3 clusters Score -446487.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (88765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88765 members 
Entering Unmasked Estep 
Score: -5432145.000000 Penalty: 1851.483887
	Iteration 0F: 2 clusters Score -5432145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -5372668.000000 Penalty: 3702.967773
	Iteration 0F: 3 clusters Score -5372668 nChanged 42465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -5397814.000000 Penalty: 3702.967773
	Iteration 1F: 3 clusters Score -5397814 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -5399256.500000 Penalty: 3702.967773
	Iteration 2Q: 3 clusters Score -5399256 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57000 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -5401640.500000 Penalty: 3702.967773
	Iteration 3F: 3 clusters Score -5401640 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63307 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -5406167.500000 Penalty: 3702.967773
	Iteration 4F: 3 clusters Score -5406168 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71281 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -5413250.000000 Penalty: 3702.967773
	Iteration 5F: 3 clusters Score -5413250 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79215 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -5421117.000000 Penalty: 3702.967773
	Iteration 6F: 3 clusters Score -5421117 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84774 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -5426819.500000 Penalty: 3702.967773
	Iteration 7F: 3 clusters Score -5426820 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87304 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5429328.000000 Penalty: 3702.967773
	Iteration 8Q: 3 clusters Score -5429328 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88131 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5430129.000000 Penalty: 3702.967773
	Iteration 9Q: 3 clusters Score -5430129 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88357 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5430394.000000 Penalty: 3702.967773
	Iteration 10Q: 3 clusters Score -5430394 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88427 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5430509.500000 Penalty: 3702.967773
	Iteration 11Q: 3 clusters Score -5430510 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88454 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5430580.000000 Penalty: 3702.967773
	Iteration 12Q: 3 clusters Score -5430580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88467 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5430643.500000 Penalty: 3702.967773
	Iteration 13Q: 3 clusters Score -5430644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88470 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5430675.000000 Penalty: 3702.967773
	Iteration 14Q: 3 clusters Score -5430675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88473 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5430703.000000 Penalty: 3702.967773
	Iteration 15Q: 3 clusters Score -5430703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88475 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5430724.000000 Penalty: 3702.967773
	Iteration 16Q: 3 clusters Score -5430724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88473 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5430727.000000 Penalty: 3702.967773
	Iteration 17Q: 3 clusters Score -5430727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88474 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5430732.500000 Penalty: 3702.967773
	Iteration 18Q: 3 clusters Score -5430732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88475 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5430731.500000 Penalty: 3702.967773
	Iteration 19Q: 3 clusters Score -5430732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88474 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5430733.000000 Penalty: 3702.967773
	Iteration 20F: 3 clusters Score -5430733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Entering Unmasked Estep 
Score: -1406720.250000 Penalty: 1628.896484
	Iteration 0F: 2 clusters Score -1406720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1391500.625000 Penalty: 3257.792969
	Iteration 0F: 3 clusters Score -1391501 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1397089.125000 Penalty: 3257.792969
	Iteration 1F: 3 clusters Score -1397089 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1397505.375000 Penalty: 3257.792969
	Iteration 2F: 3 clusters Score -1397505 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1397968.250000 Penalty: 3257.792969
	Iteration 3F: 3 clusters Score -1397968 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1398506.125000 Penalty: 3257.792969
	Iteration 4F: 3 clusters Score -1398506 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1399155.125000 Penalty: 3257.792969
	Iteration 5F: 3 clusters Score -1399155 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1399983.625000 Penalty: 3257.792969
	Iteration 6F: 3 clusters Score -1399984 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -1400936.250000 Penalty: 3257.792969
	Iteration 7F: 3 clusters Score -1400936 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -1401906.375000 Penalty: 3257.792969
	Iteration 8F: 3 clusters Score -1401906 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -1402716.500000 Penalty: 3257.792969
	Iteration 9Q: 3 clusters Score -1402716 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -1403334.625000 Penalty: 3257.792969
	Iteration 10Q: 3 clusters Score -1403335 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -1403777.125000 Penalty: 3257.792969
	Iteration 11Q: 3 clusters Score -1403777 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -1404144.750000 Penalty: 3257.792969
	Iteration 12Q: 3 clusters Score -1404145 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -1404418.125000 Penalty: 3257.792969
	Iteration 13Q: 3 clusters Score -1404418 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -1404623.000000 Penalty: 3257.792969
	Iteration 14Q: 3 clusters Score -1404623 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -1404781.875000 Penalty: 3257.792969
	Iteration 15Q: 3 clusters Score -1404782 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -1404906.250000 Penalty: 3257.792969
	Iteration 16Q: 3 clusters Score -1404906 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -1405023.375000 Penalty: 3257.792969
	Iteration 17Q: 3 clusters Score -1405023 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -1405104.500000 Penalty: 3257.792969
	Iteration 18Q: 3 clusters Score -1405104 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -1405177.750000 Penalty: 3257.792969
	Iteration 19Q: 3 clusters Score -1405178 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -1405238.250000 Penalty: 3257.792969
	Iteration 20F: 3 clusters Score -1405238 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -1405277.500000 Penalty: 3257.792969
	Iteration 21Q: 3 clusters Score -1405278 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -1405315.250000 Penalty: 3257.792969
	Iteration 22Q: 3 clusters Score -1405315 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -1405337.000000 Penalty: 3257.792969
	Iteration 23Q: 3 clusters Score -1405337 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -1405352.875000 Penalty: 3257.792969
	Iteration 24Q: 3 clusters Score -1405353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -1405374.375000 Penalty: 3257.792969
	Iteration 25Q: 3 clusters Score -1405374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -1405386.500000 Penalty: 3257.792969
	Iteration 26Q: 3 clusters Score -1405386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -1405403.750000 Penalty: 3257.792969
	Iteration 27Q: 3 clusters Score -1405404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -1405416.250000 Penalty: 3257.792969
	Iteration 28Q: 3 clusters Score -1405416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -1405426.875000 Penalty: 3257.792969
	Iteration 29Q: 3 clusters Score -1405427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -1405434.375000 Penalty: 3257.792969
	Iteration 30Q: 3 clusters Score -1405434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -1405435.625000 Penalty: 3257.792969
	Iteration 31Q: 3 clusters Score -1405436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -1405437.625000 Penalty: 3257.792969
	Iteration 32Q: 3 clusters Score -1405438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -1405440.500000 Penalty: 3257.792969
	Iteration 33Q: 3 clusters Score -1405440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -1405442.875000 Penalty: 3257.792969
	Iteration 34Q: 3 clusters Score -1405443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -1405441.875000 Penalty: 3257.792969
	Iteration 35Q: 3 clusters Score -1405442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -1405445.750000 Penalty: 3257.792969
	Iteration 36Q: 3 clusters Score -1405446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -1405446.875000 Penalty: 3257.792969
	Iteration 37Q: 3 clusters Score -1405447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -1405446.875000 Penalty: 3257.792969
	Iteration 38F: 3 clusters Score -1405447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -7558.670898 Penalty: 823.696960
	Iteration 0F: 2 clusters Score -7558.671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6888.781738 Penalty: 1647.393921
	Iteration 0F: 3 clusters Score -6888.782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6946.623535 Penalty: 1647.393921
	Iteration 1F: 3 clusters Score -6946.624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6949.638184 Penalty: 1647.393921
	Iteration 2Q: 3 clusters Score -6949.638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6949.638184 Penalty: 1647.393921
	Iteration 3F: 3 clusters Score -6949.638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Entering Unmasked Estep 
Score: -2902012.500000 Penalty: 1748.694214
	Iteration 0F: 2 clusters Score -2902012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -2870248.500000 Penalty: 3497.388428
	Iteration 0F: 3 clusters Score -2870248 nChanged 22157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2882812.000000 Penalty: 3497.388428
	Iteration 1F: 3 clusters Score -2882812 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -2883246.250000 Penalty: 3497.388428
	Iteration 2Q: 3 clusters Score -2883246 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -2883685.750000 Penalty: 3497.388428
	Iteration 3Q: 3 clusters Score -2883686 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -2884204.750000 Penalty: 3497.388428
	Iteration 4Q: 3 clusters Score -2884205 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2884875.000000 Penalty: 3497.388428
	Iteration 5Q: 3 clusters Score -2884875 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -2885744.500000 Penalty: 3497.388428
	Iteration 6Q: 3 clusters Score -2885744 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -2886873.500000 Penalty: 3497.388428
	Iteration 7Q: 3 clusters Score -2886874 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2888341.250000 Penalty: 3497.388428
	Iteration 8F: 3 clusters Score -2888341 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2890126.250000 Penalty: 3497.388428
	Iteration 9F: 3 clusters Score -2890126 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2891838.250000 Penalty: 3497.388428
	Iteration 10F: 3 clusters Score -2891838 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2893121.250000 Penalty: 3497.388428
	Iteration 11Q: 3 clusters Score -2893121 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2893840.000000 Penalty: 3497.388428
	Iteration 12Q: 3 clusters Score -2893840 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2894289.750000 Penalty: 3497.388428
	Iteration 13Q: 3 clusters Score -2894290 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2894635.500000 Penalty: 3497.388428
	Iteration 14Q: 3 clusters Score -2894636 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2894957.000000 Penalty: 3497.388428
	Iteration 15Q: 3 clusters Score -2894957 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2895307.750000 Penalty: 3497.388428
	Iteration 16Q: 3 clusters Score -2895308 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2895698.250000 Penalty: 3497.388428
	Iteration 17Q: 3 clusters Score -2895698 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2896146.250000 Penalty: 3497.388428
	Iteration 18Q: 3 clusters Score -2896146 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2896640.250000 Penalty: 3497.388428
	Iteration 19Q: 3 clusters Score -2896640 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2897148.500000 Penalty: 3497.388428
	Iteration 20F: 3 clusters Score -2897148 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2897673.750000 Penalty: 3497.388428
	Iteration 21Q: 3 clusters Score -2897674 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2898219.500000 Penalty: 3497.388428
	Iteration 22Q: 3 clusters Score -2898220 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2898747.250000 Penalty: 3497.388428
	Iteration 23Q: 3 clusters Score -2898747 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2899168.750000 Penalty: 3497.388428
	Iteration 24Q: 3 clusters Score -2899169 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2899465.000000 Penalty: 3497.388428
	Iteration 25Q: 3 clusters Score -2899465 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2899685.250000 Penalty: 3497.388428
	Iteration 26Q: 3 clusters Score -2899685 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2899855.250000 Penalty: 3497.388428
	Iteration 27Q: 3 clusters Score -2899855 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2900003.000000 Penalty: 3497.388428
	Iteration 28Q: 3 clusters Score -2900003 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2900095.750000 Penalty: 3497.388428
	Iteration 29Q: 3 clusters Score -2900096 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2900184.250000 Penalty: 3497.388428
	Iteration 30Q: 3 clusters Score -2900184 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2900248.250000 Penalty: 3497.388428
	Iteration 31Q: 3 clusters Score -2900248 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2900332.750000 Penalty: 3497.388428
	Iteration 32Q: 3 clusters Score -2900333 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2900421.250000 Penalty: 3497.388428
	Iteration 33Q: 3 clusters Score -2900421 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2900487.250000 Penalty: 3497.388428
	Iteration 34Q: 3 clusters Score -2900487 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2900588.750000 Penalty: 3497.388428
	Iteration 35Q: 3 clusters Score -2900589 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2900669.750000 Penalty: 3497.388428
	Iteration 36Q: 3 clusters Score -2900670 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2900755.750000 Penalty: 3497.388428
	Iteration 37Q: 3 clusters Score -2900756 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2900840.500000 Penalty: 3497.388428
	Iteration 38Q: 3 clusters Score -2900840 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2900890.000000 Penalty: 3497.388428
	Iteration 39Q: 3 clusters Score -2900890 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2900942.000000 Penalty: 3497.388428
	Iteration 40F: 3 clusters Score -2900942 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2900999.250000 Penalty: 3497.388428
	Iteration 41Q: 3 clusters Score -2900999 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2901018.750000 Penalty: 3497.388428
	Iteration 42Q: 3 clusters Score -2901019 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2901039.750000 Penalty: 3497.388428
	Iteration 43Q: 3 clusters Score -2901040 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2901053.750000 Penalty: 3497.388428
	Iteration 44Q: 3 clusters Score -2901054 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2901065.500000 Penalty: 3497.388428
	Iteration 45Q: 3 clusters Score -2901066 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2901083.750000 Penalty: 3497.388428
	Iteration 46Q: 3 clusters Score -2901084 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2901101.250000 Penalty: 3497.388428
	Iteration 47Q: 3 clusters Score -2901101 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2901117.750000 Penalty: 3497.388428
	Iteration 48Q: 3 clusters Score -2901118 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2901129.250000 Penalty: 3497.388428
	Iteration 49Q: 3 clusters Score -2901129 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2901137.500000 Penalty: 3497.388428
	Iteration 50Q: 3 clusters Score -2901138 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2901147.500000 Penalty: 3497.388428
	Iteration 51Q: 3 clusters Score -2901148 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2901155.500000 Penalty: 3497.388428
	Iteration 52Q: 3 clusters Score -2901156 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2901163.000000 Penalty: 3497.388428
	Iteration 53Q: 3 clusters Score -2901163 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2901167.250000 Penalty: 3497.388428
	Iteration 54Q: 3 clusters Score -2901167 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2901177.250000 Penalty: 3497.388428
	Iteration 55Q: 3 clusters Score -2901177 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2901175.500000 Penalty: 3497.388428
	Iteration 56Q: 3 clusters Score -2901176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2901179.000000 Penalty: 3497.388428
	Iteration 57Q: 3 clusters Score -2901179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2901182.750000 Penalty: 3497.388428
	Iteration 58Q: 3 clusters Score -2901183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2901182.000000 Penalty: 3497.388428
	Iteration 59Q: 3 clusters Score -2901182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2901180.500000 Penalty: 3497.388428
	Iteration 60F: 3 clusters Score -2901180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2901179.750000 Penalty: 3497.388428
	Iteration 61Q: 3 clusters Score -2901180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2901185.000000 Penalty: 3497.388428
	Iteration 62Q: 3 clusters Score -2901185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2901186.250000 Penalty: 3497.388428
	Iteration 63Q: 3 clusters Score -2901186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2901186.250000 Penalty: 3497.388428
	Iteration 64Q: 3 clusters Score -2901186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2901189.250000 Penalty: 3497.388428
	Iteration 65Q: 3 clusters Score -2901189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2901187.250000 Penalty: 3497.388428
	Iteration 66Q: 3 clusters Score -2901187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2901188.750000 Penalty: 3497.388428
	Iteration 67Q: 3 clusters Score -2901189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2901193.250000 Penalty: 3497.388428
	Iteration 68Q: 3 clusters Score -2901193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2901192.250000 Penalty: 3497.388428
	Iteration 69Q: 3 clusters Score -2901192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2901192.500000 Penalty: 3497.388428
	Iteration 70Q: 3 clusters Score -2901192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2901195.000000 Penalty: 3497.388428
	Iteration 71Q: 3 clusters Score -2901195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2901195.250000 Penalty: 3497.388428
	Iteration 72Q: 3 clusters Score -2901195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2901194.750000 Penalty: 3497.388428
	Iteration 73Q: 3 clusters Score -2901195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2901197.250000 Penalty: 3497.388428
	Iteration 74Q: 3 clusters Score -2901197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2901196.250000 Penalty: 3497.388428
	Iteration 75Q: 3 clusters Score -2901196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2901196.000000 Penalty: 3497.388428
	Iteration 76Q: 3 clusters Score -2901196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2901196.000000 Penalty: 3497.388428
	Iteration 77Q: 3 clusters Score -2901196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2901193.750000 Penalty: 3497.388428
	Iteration 78Q: 3 clusters Score -2901194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2901196.750000 Penalty: 3497.388428
	Iteration 79Q: 3 clusters Score -2901197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2901196.250000 Penalty: 3497.388428
	Iteration 80F: 3 clusters Score -2901196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -798783.875000 Penalty: 1542.850708
	Iteration 0F: 2 clusters Score -798783.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -789493.750000 Penalty: 3085.701416
	Iteration 0F: 3 clusters Score -789493.8 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -792672.437500 Penalty: 3085.701416
	Iteration 1F: 3 clusters Score -792672.4 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -793111.937500 Penalty: 3085.701416
	Iteration 2F: 3 clusters Score -793111.9 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -793560.687500 Penalty: 3085.701416
	Iteration 3F: 3 clusters Score -793560.7 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -794054.000000 Penalty: 3085.701416
	Iteration 4F: 3 clusters Score -794054 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -794637.812500 Penalty: 3085.701416
	Iteration 5F: 3 clusters Score -794637.8 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -795254.000000 Penalty: 3085.701416
	Iteration 6F: 3 clusters Score -795254 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -795869.312500 Penalty: 3085.701416
	Iteration 7F: 3 clusters Score -795869.3 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -796385.875000 Penalty: 3085.701416
	Iteration 8Q: 3 clusters Score -796385.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -796768.812500 Penalty: 3085.701416
	Iteration 9Q: 3 clusters Score -796768.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -797079.937500 Penalty: 3085.701416
	Iteration 10Q: 3 clusters Score -797079.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -797276.562500 Penalty: 3085.701416
	Iteration 11Q: 3 clusters Score -797276.6 nChanged 167
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: -797427.500000 Penalty: 3085.701416
	Iteration 12Q: 3 clusters Score -797427.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -797512.750000 Penalty: 3085.701416
	Iteration 13Q: 3 clusters Score -797512.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -797558.687500 Penalty: 3085.701416
	Iteration 14Q: 3 clusters Score -797558.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -797591.937500 Penalty: 3085.701416
	Iteration 15Q: 3 clusters Score -797591.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -797614.000000 Penalty: 3085.701416
	Iteration 16Q: 3 clusters Score -797614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -797639.250000 Penalty: 3085.701416
	Iteration 17Q: 3 clusters Score -797639.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -797659.437500 Penalty: 3085.701416
	Iteration 18Q: 3 clusters Score -797659.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -797685.125000 Penalty: 3085.701416
	Iteration 19Q: 3 clusters Score -797685.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -797704.687500 Penalty: 3085.701416
	Iteration 20F: 3 clusters Score -797704.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -797725.125000 Penalty: 3085.701416
	Iteration 21Q: 3 clusters Score -797725.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -797738.500000 Penalty: 3085.701416
	Iteration 22Q: 3 clusters Score -797738.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -797743.500000 Penalty: 3085.701416
	Iteration 23Q: 3 clusters Score -797743.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -797747.500000 Penalty: 3085.701416
	Iteration 24Q: 3 clusters Score -797747.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -797754.125000 Penalty: 3085.701416
	Iteration 25Q: 3 clusters Score -797754.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -797758.687500 Penalty: 3085.701416
	Iteration 26Q: 3 clusters Score -797758.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -797762.312500 Penalty: 3085.701416
	Iteration 27Q: 3 clusters Score -797762.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -797764.125000 Penalty: 3085.701416
	Iteration 28Q: 3 clusters Score -797764.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -797767.875000 Penalty: 3085.701416
	Iteration 29Q: 3 clusters Score -797767.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -797769.062500 Penalty: 3085.701416
	Iteration 30Q: 3 clusters Score -797769.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -797770.750000 Penalty: 3085.701416
	Iteration 31Q: 3 clusters Score -797770.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -797771.750000 Penalty: 3085.701416
	Iteration 32Q: 3 clusters Score -797771.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -797771.750000 Penalty: 3085.701416
	Iteration 33F: 3 clusters Score -797771.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Entering Unmasked Estep 
Score: -507584.718750 Penalty: 1472.171631
	Iteration 0F: 2 clusters Score -507584.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -501292.281250 Penalty: 2944.343262
	Iteration 0F: 3 clusters Score -501292.3 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -503497.343750 Penalty: 2944.343262
	Iteration 1F: 3 clusters Score -503497.3 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -504167.781250 Penalty: 2944.343262
	Iteration 2F: 3 clusters Score -504167.8 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -504776.468750 Penalty: 2944.343262
	Iteration 3F: 3 clusters Score -504776.5 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -505197.656250 Penalty: 2944.343262
	Iteration 4F: 3 clusters Score -505197.7 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -505566.968750 Penalty: 2944.343262
	Iteration 5F: 3 clusters Score -505567 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -505919.500000 Penalty: 2944.343262
	Iteration 6F: 3 clusters Score -505919.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -506225.000000 Penalty: 2944.343262
	Iteration 7F: 3 clusters Score -506225 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -506506.187500 Penalty: 2944.343262
	Iteration 8Q: 3 clusters Score -506506.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -506735.562500 Penalty: 2944.343262
	Iteration 9Q: 3 clusters Score -506735.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -506891.781250 Penalty: 2944.343262
	Iteration 10Q: 3 clusters Score -506891.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -506997.718750 Penalty: 2944.343262
	Iteration 11Q: 3 clusters Score -506997.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -507073.562500 Penalty: 2944.343262
	Iteration 12Q: 3 clusters Score -507073.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -507124.343750 Penalty: 2944.343262
	Iteration 13Q: 3 clusters Score -507124.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -507179.125000 Penalty: 2944.343262
	Iteration 14Q: 3 clusters Score -507179.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -507221.500000 Penalty: 2944.343262
	Iteration 15Q: 3 clusters Score -507221.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -507270.062500 Penalty: 2944.343262
	Iteration 16Q: 3 clusters Score -507270.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -507305.750000 Penalty: 2944.343262
	Iteration 17Q: 3 clusters Score -507305.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -507334.000000 Penalty: 2944.343262
	Iteration 18Q: 3 clusters Score -507334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -507354.218750 Penalty: 2944.343262
	Iteration 19Q: 3 clusters Score -507354.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -507364.968750 Penalty: 2944.343262
	Iteration 20F: 3 clusters Score -507365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -507369.062500 Penalty: 2944.343262
	Iteration 21Q: 3 clusters Score -507369.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -507374.187500 Penalty: 2944.343262
	Iteration 22Q: 3 clusters Score -507374.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -507374.750000 Penalty: 2944.343262
	Iteration 23Q: 3 clusters Score -507374.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -507376.000000 Penalty: 2944.343262
	Iteration 24Q: 3 clusters Score -507376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -507376.375000 Penalty: 2944.343262
	Iteration 25Q: 3 clusters Score -507376.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -507376.375000 Penalty: 2944.343262
	Iteration 26F: 3 clusters Score -507376.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Entering Unmasked Estep 
Score: -611903.687500 Penalty: 1499.993774
	Iteration 0F: 2 clusters Score -611903.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -604592.750000 Penalty: 2999.987549
	Iteration 0F: 3 clusters Score -604592.8 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -606987.875000 Penalty: 2999.987549
	Iteration 1F: 3 clusters Score -606987.9 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -607422.812500 Penalty: 2999.987549
	Iteration 2F: 3 clusters Score -607422.8 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -607864.375000 Penalty: 2999.987549
	Iteration 3F: 3 clusters Score -607864.4 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -608285.000000 Penalty: 2999.987549
	Iteration 4F: 3 clusters Score -608285 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -608660.312500 Penalty: 2999.987549
	Iteration 5F: 3 clusters Score -608660.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -608986.687500 Penalty: 2999.987549
	Iteration 6F: 3 clusters Score -608986.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -609230.937500 Penalty: 2999.987549
	Iteration 7Q: 3 clusters Score -609230.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -609439.500000 Penalty: 2999.987549
	Iteration 8Q: 3 clusters Score -609439.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -609612.875000 Penalty: 2999.987549
	Iteration 9Q: 3 clusters Score -609612.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -609762.000000 Penalty: 2999.987549
	Iteration 10Q: 3 clusters Score -609762 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -609908.937500 Penalty: 2999.987549
	Iteration 11Q: 3 clusters Score -609908.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -610057.562500 Penalty: 2999.987549
	Iteration 12Q: 3 clusters Score -610057.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -610212.312500 Penalty: 2999.987549
	Iteration 13Q: 3 clusters Score -610212.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -610313.625000 Penalty: 2999.987549
	Iteration 14Q: 3 clusters Score -610313.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -610382.250000 Penalty: 2999.987549
	Iteration 15Q: 3 clusters Score -610382.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -610429.312500 Penalty: 2999.987549
	Iteration 16Q: 3 clusters Score -610429.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -610465.187500 Penalty: 2999.987549
	Iteration 17Q: 3 clusters Score -610465.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -610501.937500 Penalty: 2999.987549
	Iteration 18Q: 3 clusters Score -610501.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -610537.500000 Penalty: 2999.987549
	Iteration 19Q: 3 clusters Score -610537.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -610568.500000 Penalty: 2999.987549
	Iteration 20F: 3 clusters Score -610568.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -610588.875000 Penalty: 2999.987549
	Iteration 21Q: 3 clusters Score -610588.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -610609.687500 Penalty: 2999.987549
	Iteration 22Q: 3 clusters Score -610609.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -610628.812500 Penalty: 2999.987549
	Iteration 23Q: 3 clusters Score -610628.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -610650.937500 Penalty: 2999.987549
	Iteration 24Q: 3 clusters Score -610650.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -610669.250000 Penalty: 2999.987549
	Iteration 25Q: 3 clusters Score -610669.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -610687.687500 Penalty: 2999.987549
	Iteration 26Q: 3 clusters Score -610687.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -610709.375000 Penalty: 2999.987549
	Iteration 27Q: 3 clusters Score -610709.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -610732.312500 Penalty: 2999.987549
	Iteration 28Q: 3 clusters Score -610732.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -610752.250000 Penalty: 2999.987549
	Iteration 29Q: 3 clusters Score -610752.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -610768.937500 Penalty: 2999.987549
	Iteration 30Q: 3 clusters Score -610768.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -610780.687500 Penalty: 2999.987549
	Iteration 31Q: 3 clusters Score -610780.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -610793.812500 Penalty: 2999.987549
	Iteration 32Q: 3 clusters Score -610793.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -610802.312500 Penalty: 2999.987549
	Iteration 33Q: 3 clusters Score -610802.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -610808.875000 Penalty: 2999.987549
	Iteration 34Q: 3 clusters Score -610808.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -610815.875000 Penalty: 2999.987549
	Iteration 35Q: 3 clusters Score -610815.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -610822.000000 Penalty: 2999.987549
	Iteration 36Q: 3 clusters Score -610822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -610824.625000 Penalty: 2999.987549
	Iteration 37Q: 3 clusters Score -610824.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -610830.187500 Penalty: 2999.987549
	Iteration 38Q: 3 clusters Score -610830.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -610831.125000 Penalty: 2999.987549
	Iteration 39Q: 3 clusters Score -610831.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -610834.062500 Penalty: 2999.987549
	Iteration 40F: 3 clusters Score -610834.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -610832.562500 Penalty: 2999.987549
	Iteration 41Q: 3 clusters Score -610832.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -610833.500000 Penalty: 2999.987549
	Iteration 42Q: 3 clusters Score -610833.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -610834.687500 Penalty: 2999.987549
	Iteration 43Q: 3 clusters Score -610834.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -610834.812500 Penalty: 2999.987549
	Iteration 44Q: 3 clusters Score -610834.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -610836.000000 Penalty: 2999.987549
	Iteration 45Q: 3 clusters Score -610836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -610838.187500 Penalty: 2999.987549
	Iteration 46Q: 3 clusters Score -610838.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -610838.937500 Penalty: 2999.987549
	Iteration 47Q: 3 clusters Score -610838.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -610839.562500 Penalty: 2999.987549
	Iteration 48Q: 3 clusters Score -610839.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -610839.562500 Penalty: 2999.987549
	Iteration 49Q: 3 clusters Score -610839.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -610841.000000 Penalty: 2999.987549
	Iteration 50Q: 3 clusters Score -610841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -610840.562500 Penalty: 2999.987549
	Iteration 51Q: 3 clusters Score -610840.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -610840.625000 Penalty: 2999.987549
	Iteration 52Q: 3 clusters Score -610840.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -610841.375000 Penalty: 2999.987549
	Iteration 53Q: 3 clusters Score -610841.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -610843.187500 Penalty: 2999.987549
	Iteration 54Q: 3 clusters Score -610843.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -610844.875000 Penalty: 2999.987549
	Iteration 55Q: 3 clusters Score -610844.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -610844.750000 Penalty: 2999.987549
	Iteration 56Q: 3 clusters Score -610844.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -610846.187500 Penalty: 2999.987549
	Iteration 57Q: 3 clusters Score -610846.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -610846.375000 Penalty: 2999.987549
	Iteration 58Q: 3 clusters Score -610846.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -610846.812500 Penalty: 2999.987549
	Iteration 59Q: 3 clusters Score -610846.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -610847.250000 Penalty: 2999.987549
	Iteration 60F: 3 clusters Score -610847.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -610848.500000 Penalty: 2999.987549
	Iteration 61Q: 3 clusters Score -610848.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -610848.250000 Penalty: 2999.987549
	Iteration 62Q: 3 clusters Score -610848.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -610848.250000 Penalty: 2999.987549
	Iteration 63F: 3 clusters Score -610848.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Entering Unmasked Estep 
Score: -226324.859375 Penalty: 1345.656738
	Iteration 0F: 2 clusters Score -226324.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -223037.093750 Penalty: 2691.313477
	Iteration 0F: 3 clusters Score -223037.1 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -223840.578125 Penalty: 2691.313477
	Iteration 1F: 3 clusters Score -223840.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -224037.343750 Penalty: 2691.313477
	Iteration 2F: 3 clusters Score -224037.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -224170.859375 Penalty: 2691.313477
	Iteration 3F: 3 clusters Score -224170.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -224273.812500 Penalty: 2691.313477
	Iteration 4Q: 3 clusters Score -224273.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -224360.171875 Penalty: 2691.313477
	Iteration 5Q: 3 clusters Score -224360.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -224428.734375 Penalty: 2691.313477
	Iteration 6Q: 3 clusters Score -224428.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -224480.703125 Penalty: 2691.313477
	Iteration 7Q: 3 clusters Score -224480.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -224529.375000 Penalty: 2691.313477
	Iteration 8Q: 3 clusters Score -224529.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -224575.593750 Penalty: 2691.313477
	Iteration 9Q: 3 clusters Score -224575.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -224620.500000 Penalty: 2691.313477
	Iteration 10Q: 3 clusters Score -224620.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -224651.921875 Penalty: 2691.313477
	Iteration 11Q: 3 clusters Score -224651.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -224683.078125 Penalty: 2691.313477
	Iteration 12Q: 3 clusters Score -224683.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -224715.750000 Penalty: 2691.313477
	Iteration 13Q: 3 clusters Score -224715.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -224754.500000 Penalty: 2691.313477
	Iteration 14Q: 3 clusters Score -224754.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -224795.843750 Penalty: 2691.313477
	Iteration 15Q: 3 clusters Score -224795.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -224832.156250 Penalty: 2691.313477
	Iteration 16Q: 3 clusters Score -224832.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -224862.984375 Penalty: 2691.313477
	Iteration 17Q: 3 clusters Score -224863 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -224885.203125 Penalty: 2691.313477
	Iteration 18Q: 3 clusters Score -224885.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -224912.312500 Penalty: 2691.313477
	Iteration 19Q: 3 clusters Score -224912.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -224942.359375 Penalty: 2691.313477
	Iteration 20F: 3 clusters Score -224942.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -224970.343750 Penalty: 2691.313477
	Iteration 21Q: 3 clusters Score -224970.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -225000.468750 Penalty: 2691.313477
	Iteration 22Q: 3 clusters Score -225000.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -225023.171875 Penalty: 2691.313477
	Iteration 23Q: 3 clusters Score -225023.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -225041.468750 Penalty: 2691.313477
	Iteration 24Q: 3 clusters Score -225041.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -225066.187500 Penalty: 2691.313477
	Iteration 25Q: 3 clusters Score -225066.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -225083.343750 Penalty: 2691.313477
	Iteration 26Q: 3 clusters Score -225083.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -225100.109375 Penalty: 2691.313477
	Iteration 27Q: 3 clusters Score -225100.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -225121.203125 Penalty: 2691.313477
	Iteration 28Q: 3 clusters Score -225121.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -225134.000000 Penalty: 2691.313477
	Iteration 29Q: 3 clusters Score -225134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -225144.828125 Penalty: 2691.313477
	Iteration 30Q: 3 clusters Score -225144.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -225153.968750 Penalty: 2691.313477
	Iteration 31Q: 3 clusters Score -225154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -225160.390625 Penalty: 2691.313477
	Iteration 32Q: 3 clusters Score -225160.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -225167.093750 Penalty: 2691.313477
	Iteration 33Q: 3 clusters Score -225167.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -225170.281250 Penalty: 2691.313477
	Iteration 34Q: 3 clusters Score -225170.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -225172.593750 Penalty: 2691.313477
	Iteration 35Q: 3 clusters Score -225172.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -225176.093750 Penalty: 2691.313477
	Iteration 36Q: 3 clusters Score -225176.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -225181.062500 Penalty: 2691.313477
	Iteration 37Q: 3 clusters Score -225181.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -225183.359375 Penalty: 2691.313477
	Iteration 38Q: 3 clusters Score -225183.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -225187.093750 Penalty: 2691.313477
	Iteration 39Q: 3 clusters Score -225187.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -225190.500000 Penalty: 2691.313477
	Iteration 40F: 3 clusters Score -225190.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -225195.140625 Penalty: 2691.313477
	Iteration 41Q: 3 clusters Score -225195.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -225198.578125 Penalty: 2691.313477
	Iteration 42Q: 3 clusters Score -225198.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -225207.890625 Penalty: 2691.313477
	Iteration 43Q: 3 clusters Score -225207.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -225217.359375 Penalty: 2691.313477
	Iteration 44Q: 3 clusters Score -225217.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -225228.125000 Penalty: 2691.313477
	Iteration 45Q: 3 clusters Score -225228.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -225242.968750 Penalty: 2691.313477
	Iteration 46Q: 3 clusters Score -225243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -225264.484375 Penalty: 2691.313477
	Iteration 47Q: 3 clusters Score -225264.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -225279.218750 Penalty: 2691.313477
	Iteration 48Q: 3 clusters Score -225279.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -225292.906250 Penalty: 2691.313477
	Iteration 49Q: 3 clusters Score -225292.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -225299.484375 Penalty: 2691.313477
	Iteration 50Q: 3 clusters Score -225299.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -225312.078125 Penalty: 2691.313477
	Iteration 51Q: 3 clusters Score -225312.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -225324.828125 Penalty: 2691.313477
	Iteration 52Q: 3 clusters Score -225324.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -225335.843750 Penalty: 2691.313477
	Iteration 53Q: 3 clusters Score -225335.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -225348.203125 Penalty: 2691.313477
	Iteration 54Q: 3 clusters Score -225348.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -225373.078125 Penalty: 2691.313477
	Iteration 55Q: 3 clusters Score -225373.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -225406.890625 Penalty: 2691.313477
	Iteration 56Q: 3 clusters Score -225406.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -225435.515625 Penalty: 2691.313477
	Iteration 57Q: 3 clusters Score -225435.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -225454.578125 Penalty: 2691.313477
	Iteration 58Q: 3 clusters Score -225454.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -225471.515625 Penalty: 2691.313477
	Iteration 59Q: 3 clusters Score -225471.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -225483.203125 Penalty: 2691.313477
	Iteration 60F: 3 clusters Score -225483.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -225492.234375 Penalty: 2691.313477
	Iteration 61Q: 3 clusters Score -225492.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -225499.562500 Penalty: 2691.313477
	Iteration 62Q: 3 clusters Score -225499.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -225510.343750 Penalty: 2691.313477
	Iteration 63Q: 3 clusters Score -225510.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -225518.937500 Penalty: 2691.313477
	Iteration 64Q: 3 clusters Score -225518.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -225525.875000 Penalty: 2691.313477
	Iteration 65Q: 3 clusters Score -225525.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -225530.359375 Penalty: 2691.313477
	Iteration 66Q: 3 clusters Score -225530.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -225537.750000 Penalty: 2691.313477
	Iteration 67Q: 3 clusters Score -225537.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -225544.046875 Penalty: 2691.313477
	Iteration 68Q: 3 clusters Score -225544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -225555.421875 Penalty: 2691.313477
	Iteration 69Q: 3 clusters Score -225555.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -225560.437500 Penalty: 2691.313477
	Iteration 70Q: 3 clusters Score -225560.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -225567.359375 Penalty: 2691.313477
	Iteration 71Q: 3 clusters Score -225567.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -225573.375000 Penalty: 2691.313477
	Iteration 72Q: 3 clusters Score -225573.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -225580.390625 Penalty: 2691.313477
	Iteration 73Q: 3 clusters Score -225580.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -225588.671875 Penalty: 2691.313477
	Iteration 74Q: 3 clusters Score -225588.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -225595.437500 Penalty: 2691.313477
	Iteration 75Q: 3 clusters Score -225595.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -225598.171875 Penalty: 2691.313477
	Iteration 76Q: 3 clusters Score -225598.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -225600.859375 Penalty: 2691.313477
	Iteration 77Q: 3 clusters Score -225600.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -225603.203125 Penalty: 2691.313477
	Iteration 78Q: 3 clusters Score -225603.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -225604.968750 Penalty: 2691.313477
	Iteration 79Q: 3 clusters Score -225605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -225606.593750 Penalty: 2691.313477
	Iteration 80F: 3 clusters Score -225606.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -225607.937500 Penalty: 2691.313477
	Iteration 81Q: 3 clusters Score -225607.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -225609.109375 Penalty: 2691.313477
	Iteration 82Q: 3 clusters Score -225609.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -225609.109375 Penalty: 2691.313477
	Iteration 83F: 3 clusters Score -225609.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Entering Unmasked Estep 
Score: -855155.812500 Penalty: 1538.926514
	Iteration 0F: 2 clusters Score -855155.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -846105.187500 Penalty: 3077.853027
	Iteration 0F: 3 clusters Score -846105.2 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -849247.000000 Penalty: 3077.853027
	Iteration 1F: 3 clusters Score -849247 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -849572.187500 Penalty: 3077.853027
	Iteration 2F: 3 clusters Score -849572.2 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -849854.187500 Penalty: 3077.853027
	Iteration 3F: 3 clusters Score -849854.2 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -850109.562500 Penalty: 3077.853027
	Iteration 4Q: 3 clusters Score -850109.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -850368.187500 Penalty: 3077.853027
	Iteration 5Q: 3 clusters Score -850368.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -850605.062500 Penalty: 3077.853027
	Iteration 6Q: 3 clusters Score -850605.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -850850.437500 Penalty: 3077.853027
	Iteration 7Q: 3 clusters Score -850850.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -851073.625000 Penalty: 3077.853027
	Iteration 8Q: 3 clusters Score -851073.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -851285.000000 Penalty: 3077.853027
	Iteration 9Q: 3 clusters Score -851285 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -851522.187500 Penalty: 3077.853027
	Iteration 10Q: 3 clusters Score -851522.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -851787.000000 Penalty: 3077.853027
	Iteration 11Q: 3 clusters Score -851787 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -852048.812500 Penalty: 3077.853027
	Iteration 12Q: 3 clusters Score -852048.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -852328.375000 Penalty: 3077.853027
	Iteration 13Q: 3 clusters Score -852328.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -852635.562500 Penalty: 3077.853027
	Iteration 14Q: 3 clusters Score -852635.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -852915.375000 Penalty: 3077.853027
	Iteration 15Q: 3 clusters Score -852915.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -853160.875000 Penalty: 3077.853027
	Iteration 16Q: 3 clusters Score -853160.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -853354.250000 Penalty: 3077.853027
	Iteration 17Q: 3 clusters Score -853354.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -853496.875000 Penalty: 3077.853027
	Iteration 18Q: 3 clusters Score -853496.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -853603.562500 Penalty: 3077.853027
	Iteration 19Q: 3 clusters Score -853603.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -853662.875000 Penalty: 3077.853027
	Iteration 20F: 3 clusters Score -853662.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -853716.750000 Penalty: 3077.853027
	Iteration 21Q: 3 clusters Score -853716.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -853751.687500 Penalty: 3077.853027
	Iteration 22Q: 3 clusters Score -853751.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -853775.562500 Penalty: 3077.853027
	Iteration 23Q: 3 clusters Score -853775.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -853792.562500 Penalty: 3077.853027
	Iteration 24Q: 3 clusters Score -853792.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -853806.625000 Penalty: 3077.853027
	Iteration 25Q: 3 clusters Score -853806.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -853814.562500 Penalty: 3077.853027
	Iteration 26Q: 3 clusters Score -853814.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -853821.812500 Penalty: 3077.853027
	Iteration 27Q: 3 clusters Score -853821.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -853825.687500 Penalty: 3077.853027
	Iteration 28Q: 3 clusters Score -853825.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -853836.875000 Penalty: 3077.853027
	Iteration 29Q: 3 clusters Score -853836.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -853845.750000 Penalty: 3077.853027
	Iteration 30Q: 3 clusters Score -853845.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -853848.625000 Penalty: 3077.853027
	Iteration 31Q: 3 clusters Score -853848.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -853852.125000 Penalty: 3077.853027
	Iteration 32Q: 3 clusters Score -853852.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -853856.562500 Penalty: 3077.853027
	Iteration 33Q: 3 clusters Score -853856.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -853859.375000 Penalty: 3077.853027
	Iteration 34Q: 3 clusters Score -853859.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -853860.125000 Penalty: 3077.853027
	Iteration 35Q: 3 clusters Score -853860.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -853866.125000 Penalty: 3077.853027
	Iteration 36Q: 3 clusters Score -853866.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -853866.937500 Penalty: 3077.853027
	Iteration 37Q: 3 clusters Score -853866.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -853868.750000 Penalty: 3077.853027
	Iteration 38Q: 3 clusters Score -853868.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -853867.937500 Penalty: 3077.853027
	Iteration 39Q: 3 clusters Score -853867.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -853867.937500 Penalty: 3077.853027
	Iteration 40F: 3 clusters Score -853867.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Entering Unmasked Estep 
Score: -731557.250000 Penalty: 1528.833618
	Iteration 0F: 2 clusters Score -731557.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -723035.312500 Penalty: 3057.667236
	Iteration 0F: 3 clusters Score -723035.3 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -725841.500000 Penalty: 3057.667236
	Iteration 1F: 3 clusters Score -725841.5 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -726144.437500 Penalty: 3057.667236
	Iteration 2F: 3 clusters Score -726144.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -726411.375000 Penalty: 3057.667236
	Iteration 3F: 3 clusters Score -726411.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -726699.875000 Penalty: 3057.667236
	Iteration 4Q: 3 clusters Score -726699.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -727039.250000 Penalty: 3057.667236
	Iteration 5Q: 3 clusters Score -727039.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -727420.062500 Penalty: 3057.667236
	Iteration 6Q: 3 clusters Score -727420.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -727810.062500 Penalty: 3057.667236
	Iteration 7Q: 3 clusters Score -727810.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -728163.625000 Penalty: 3057.667236
	Iteration 8Q: 3 clusters Score -728163.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -728504.375000 Penalty: 3057.667236
	Iteration 9Q: 3 clusters Score -728504.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -728848.875000 Penalty: 3057.667236
	Iteration 10Q: 3 clusters Score -728848.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -729171.312500 Penalty: 3057.667236
	Iteration 11Q: 3 clusters Score -729171.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -729443.687500 Penalty: 3057.667236
	Iteration 12Q: 3 clusters Score -729443.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -729642.687500 Penalty: 3057.667236
	Iteration 13Q: 3 clusters Score -729642.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -729802.187500 Penalty: 3057.667236
	Iteration 14Q: 3 clusters Score -729802.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -729901.937500 Penalty: 3057.667236
	Iteration 15Q: 3 clusters Score -729901.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -729970.187500 Penalty: 3057.667236
	Iteration 16Q: 3 clusters Score -729970.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -730007.000000 Penalty: 3057.667236
	Iteration 17Q: 3 clusters Score -730007 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -730026.375000 Penalty: 3057.667236
	Iteration 18Q: 3 clusters Score -730026.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -730038.062500 Penalty: 3057.667236
	Iteration 19Q: 3 clusters Score -730038.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -730045.562500 Penalty: 3057.667236
	Iteration 20F: 3 clusters Score -730045.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -730053.812500 Penalty: 3057.667236
	Iteration 21Q: 3 clusters Score -730053.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -730057.125000 Penalty: 3057.667236
	Iteration 22Q: 3 clusters Score -730057.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -730062.812500 Penalty: 3057.667236
	Iteration 23Q: 3 clusters Score -730062.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -730063.125000 Penalty: 3057.667236
	Iteration 24Q: 3 clusters Score -730063.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -730067.125000 Penalty: 3057.667236
	Iteration 25Q: 3 clusters Score -730067.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -730066.812500 Penalty: 3057.667236
	Iteration 26Q: 3 clusters Score -730066.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -730068.375000 Penalty: 3057.667236
	Iteration 27Q: 3 clusters Score -730068.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -730068.250000 Penalty: 3057.667236
	Iteration 28Q: 3 clusters Score -730068.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -730069.812500 Penalty: 3057.667236
	Iteration 29Q: 3 clusters Score -730069.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -730070.125000 Penalty: 3057.667236
	Iteration 30Q: 3 clusters Score -730070.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -730071.625000 Penalty: 3057.667236
	Iteration 31Q: 3 clusters Score -730071.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -730072.437500 Penalty: 3057.667236
	Iteration 32Q: 3 clusters Score -730072.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -730072.937500 Penalty: 3057.667236
	Iteration 33Q: 3 clusters Score -730072.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -730071.250000 Penalty: 3057.667236
	Iteration 34Q: 3 clusters Score -730071.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -730072.875000 Penalty: 3057.667236
	Iteration 35Q: 3 clusters Score -730072.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -730072.312500 Penalty: 3057.667236
	Iteration 36Q: 3 clusters Score -730072.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -730072.312500 Penalty: 3057.667236
	Iteration 37F: 3 clusters Score -730072.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Entering Unmasked Estep 
Score: -142901.609375 Penalty: 1278.839844
	Iteration 0F: 2 clusters Score -142901.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -140435.578125 Penalty: 2557.679688
	Iteration 0F: 3 clusters Score -140435.6 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -141093.453125 Penalty: 2557.679688
	Iteration 1F: 3 clusters Score -141093.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -141324.390625 Penalty: 2557.679688
	Iteration 2F: 3 clusters Score -141324.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -141499.093750 Penalty: 2557.679688
	Iteration 3F: 3 clusters Score -141499.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -141682.765625 Penalty: 2557.679688
	Iteration 4F: 3 clusters Score -141682.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -141889.406250 Penalty: 2557.679688
	Iteration 5F: 3 clusters Score -141889.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -142069.359375 Penalty: 2557.679688
	Iteration 6F: 3 clusters Score -142069.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -142198.984375 Penalty: 2557.679688
	Iteration 7Q: 3 clusters Score -142199 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -142266.140625 Penalty: 2557.679688
	Iteration 8Q: 3 clusters Score -142266.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -142300.703125 Penalty: 2557.679688
	Iteration 9Q: 3 clusters Score -142300.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -142319.593750 Penalty: 2557.679688
	Iteration 10Q: 3 clusters Score -142319.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -142331.968750 Penalty: 2557.679688
	Iteration 11Q: 3 clusters Score -142332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -142343.500000 Penalty: 2557.679688
	Iteration 12Q: 3 clusters Score -142343.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -142350.156250 Penalty: 2557.679688
	Iteration 13Q: 3 clusters Score -142350.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -142356.093750 Penalty: 2557.679688
	Iteration 14Q: 3 clusters Score -142356.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -142358.031250 Penalty: 2557.679688
	Iteration 15Q: 3 clusters Score -142358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -142358.953125 Penalty: 2557.679688
	Iteration 16Q: 3 clusters Score -142359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -142359.375000 Penalty: 2557.679688
	Iteration 17Q: 3 clusters Score -142359.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -142359.953125 Penalty: 2557.679688
	Iteration 18Q: 3 clusters Score -142360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -142363.109375 Penalty: 2557.679688
	Iteration 19Q: 3 clusters Score -142363.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -142363.937500 Penalty: 2557.679688
	Iteration 20F: 3 clusters Score -142363.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -142365.031250 Penalty: 2557.679688
	Iteration 21Q: 3 clusters Score -142365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -142366.796875 Penalty: 2557.679688
	Iteration 22Q: 3 clusters Score -142366.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -142370.328125 Penalty: 2557.679688
	Iteration 23Q: 3 clusters Score -142370.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -142371.718750 Penalty: 2557.679688
	Iteration 24Q: 3 clusters Score -142371.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -142372.718750 Penalty: 2557.679688
	Iteration 25Q: 3 clusters Score -142372.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -142373.000000 Penalty: 2557.679688
	Iteration 26Q: 3 clusters Score -142373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -142373.359375 Penalty: 2557.679688
	Iteration 27Q: 3 clusters Score -142373.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -142374.421875 Penalty: 2557.679688
	Iteration 28Q: 3 clusters Score -142374.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -142375.437500 Penalty: 2557.679688
	Iteration 29Q: 3 clusters Score -142375.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -142375.437500 Penalty: 2557.679688
	Iteration 30F: 3 clusters Score -142375.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Entering Unmasked Estep 
Score: -705943.687500 Penalty: 1519.659912
	Iteration 0F: 2 clusters Score -705943.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -697747.875000 Penalty: 3039.319824
	Iteration 0F: 3 clusters Score -697747.9 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -700540.562500 Penalty: 3039.319824
	Iteration 1F: 3 clusters Score -700540.6 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -700798.687500 Penalty: 3039.319824
	Iteration 2F: 3 clusters Score -700798.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -700983.125000 Penalty: 3039.319824
	Iteration 3Q: 3 clusters Score -700983.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -701141.750000 Penalty: 3039.319824
	Iteration 4Q: 3 clusters Score -701141.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -701292.250000 Penalty: 3039.319824
	Iteration 5Q: 3 clusters Score -701292.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -701466.750000 Penalty: 3039.319824
	Iteration 6Q: 3 clusters Score -701466.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -701701.375000 Penalty: 3039.319824
	Iteration 7Q: 3 clusters Score -701701.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -702013.625000 Penalty: 3039.319824
	Iteration 8Q: 3 clusters Score -702013.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -702390.125000 Penalty: 3039.319824
	Iteration 9F: 3 clusters Score -702390.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -702762.937500 Penalty: 3039.319824
	Iteration 10F: 3 clusters Score -702762.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -703094.750000 Penalty: 3039.319824
	Iteration 11Q: 3 clusters Score -703094.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -703339.000000 Penalty: 3039.319824
	Iteration 12Q: 3 clusters Score -703339 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -703522.937500 Penalty: 3039.319824
	Iteration 13Q: 3 clusters Score -703522.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -703631.062500 Penalty: 3039.319824
	Iteration 14Q: 3 clusters Score -703631.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -703686.250000 Penalty: 3039.319824
	Iteration 15Q: 3 clusters Score -703686.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -703720.187500 Penalty: 3039.319824
	Iteration 16Q: 3 clusters Score -703720.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -703752.875000 Penalty: 3039.319824
	Iteration 17Q: 3 clusters Score -703752.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -703771.687500 Penalty: 3039.319824
	Iteration 18Q: 3 clusters Score -703771.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -703791.625000 Penalty: 3039.319824
	Iteration 19Q: 3 clusters Score -703791.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -703809.500000 Penalty: 3039.319824
	Iteration 20F: 3 clusters Score -703809.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -703828.187500 Penalty: 3039.319824
	Iteration 21Q: 3 clusters Score -703828.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -703845.312500 Penalty: 3039.319824
	Iteration 22Q: 3 clusters Score -703845.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -703855.625000 Penalty: 3039.319824
	Iteration 23Q: 3 clusters Score -703855.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -703867.062500 Penalty: 3039.319824
	Iteration 24Q: 3 clusters Score -703867.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -703875.687500 Penalty: 3039.319824
	Iteration 25Q: 3 clusters Score -703875.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -703888.250000 Penalty: 3039.319824
	Iteration 26Q: 3 clusters Score -703888.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -703904.062500 Penalty: 3039.319824
	Iteration 27Q: 3 clusters Score -703904.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -703919.750000 Penalty: 3039.319824
	Iteration 28Q: 3 clusters Score -703919.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -703934.812500 Penalty: 3039.319824
	Iteration 29Q: 3 clusters Score -703934.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -703950.500000 Penalty: 3039.319824
	Iteration 30Q: 3 clusters Score -703950.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -703965.812500 Penalty: 3039.319824
	Iteration 31Q: 3 clusters Score -703965.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -703978.375000 Penalty: 3039.319824
	Iteration 32Q: 3 clusters Score -703978.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -703994.875000 Penalty: 3039.319824
	Iteration 33Q: 3 clusters Score -703994.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -704004.062500 Penalty: 3039.319824
	Iteration 34Q: 3 clusters Score -704004.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -704014.875000 Penalty: 3039.319824
	Iteration 35Q: 3 clusters Score -704014.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -704020.437500 Penalty: 3039.319824
	Iteration 36Q: 3 clusters Score -704020.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -704030.125000 Penalty: 3039.319824
	Iteration 37Q: 3 clusters Score -704030.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -704037.937500 Penalty: 3039.319824
	Iteration 38Q: 3 clusters Score -704037.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -704047.875000 Penalty: 3039.319824
	Iteration 39Q: 3 clusters Score -704047.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -704056.312500 Penalty: 3039.319824
	Iteration 40F: 3 clusters Score -704056.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -704063.812500 Penalty: 3039.319824
	Iteration 41Q: 3 clusters Score -704063.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -704073.312500 Penalty: 3039.319824
	Iteration 42Q: 3 clusters Score -704073.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -704083.687500 Penalty: 3039.319824
	Iteration 43Q: 3 clusters Score -704083.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -704092.250000 Penalty: 3039.319824
	Iteration 44Q: 3 clusters Score -704092.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -704106.312500 Penalty: 3039.319824
	Iteration 45Q: 3 clusters Score -704106.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -704119.312500 Penalty: 3039.319824
	Iteration 46Q: 3 clusters Score -704119.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -704133.812500 Penalty: 3039.319824
	Iteration 47Q: 3 clusters Score -704133.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -704144.000000 Penalty: 3039.319824
	Iteration 48Q: 3 clusters Score -704144 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -704158.687500 Penalty: 3039.319824
	Iteration 49Q: 3 clusters Score -704158.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -704169.312500 Penalty: 3039.319824
	Iteration 50Q: 3 clusters Score -704169.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -704183.500000 Penalty: 3039.319824
	Iteration 51Q: 3 clusters Score -704183.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -704199.937500 Penalty: 3039.319824
	Iteration 52Q: 3 clusters Score -704199.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -704220.937500 Penalty: 3039.319824
	Iteration 53Q: 3 clusters Score -704220.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -704234.937500 Penalty: 3039.319824
	Iteration 54Q: 3 clusters Score -704234.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -704247.937500 Penalty: 3039.319824
	Iteration 55Q: 3 clusters Score -704247.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -704256.875000 Penalty: 3039.319824
	Iteration 56Q: 3 clusters Score -704256.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -704262.062500 Penalty: 3039.319824
	Iteration 57Q: 3 clusters Score -704262.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -704268.000000 Penalty: 3039.319824
	Iteration 58Q: 3 clusters Score -704268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -704274.375000 Penalty: 3039.319824
	Iteration 59Q: 3 clusters Score -704274.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -704278.812500 Penalty: 3039.319824
	Iteration 60F: 3 clusters Score -704278.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -704283.062500 Penalty: 3039.319824
	Iteration 61Q: 3 clusters Score -704283.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -704290.250000 Penalty: 3039.319824
	Iteration 62Q: 3 clusters Score -704290.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -704294.937500 Penalty: 3039.319824
	Iteration 63Q: 3 clusters Score -704294.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -704305.375000 Penalty: 3039.319824
	Iteration 64Q: 3 clusters Score -704305.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -704314.187500 Penalty: 3039.319824
	Iteration 65Q: 3 clusters Score -704314.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -704321.062500 Penalty: 3039.319824
	Iteration 66Q: 3 clusters Score -704321.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -704330.937500 Penalty: 3039.319824
	Iteration 67Q: 3 clusters Score -704330.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -704340.062500 Penalty: 3039.319824
	Iteration 68Q: 3 clusters Score -704340.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -704346.625000 Penalty: 3039.319824
	Iteration 69Q: 3 clusters Score -704346.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -704351.875000 Penalty: 3039.319824
	Iteration 70Q: 3 clusters Score -704351.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -704358.687500 Penalty: 3039.319824
	Iteration 71Q: 3 clusters Score -704358.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -704363.562500 Penalty: 3039.319824
	Iteration 72Q: 3 clusters Score -704363.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -704368.937500 Penalty: 3039.319824
	Iteration 73Q: 3 clusters Score -704368.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -704374.562500 Penalty: 3039.319824
	Iteration 74Q: 3 clusters Score -704374.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -704385.875000 Penalty: 3039.319824
	Iteration 75Q: 3 clusters Score -704385.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -704396.000000 Penalty: 3039.319824
	Iteration 76Q: 3 clusters Score -704396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -704402.437500 Penalty: 3039.319824
	Iteration 77Q: 3 clusters Score -704402.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -704408.250000 Penalty: 3039.319824
	Iteration 78Q: 3 clusters Score -704408.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -704412.812500 Penalty: 3039.319824
	Iteration 79Q: 3 clusters Score -704412.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -704414.062500 Penalty: 3039.319824
	Iteration 80F: 3 clusters Score -704414.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -704419.687500 Penalty: 3039.319824
	Iteration 81Q: 3 clusters Score -704419.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -704422.875000 Penalty: 3039.319824
	Iteration 82Q: 3 clusters Score -704422.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -704426.750000 Penalty: 3039.319824
	Iteration 83Q: 3 clusters Score -704426.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -704431.187500 Penalty: 3039.319824
	Iteration 84Q: 3 clusters Score -704431.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -704433.312500 Penalty: 3039.319824
	Iteration 85Q: 3 clusters Score -704433.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -704438.062500 Penalty: 3039.319824
	Iteration 86Q: 3 clusters Score -704438.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -704442.062500 Penalty: 3039.319824
	Iteration 87Q: 3 clusters Score -704442.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -704444.937500 Penalty: 3039.319824
	Iteration 88Q: 3 clusters Score -704444.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -704447.500000 Penalty: 3039.319824
	Iteration 89Q: 3 clusters Score -704447.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -704449.312500 Penalty: 3039.319824
	Iteration 90Q: 3 clusters Score -704449.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -704450.375000 Penalty: 3039.319824
	Iteration 91Q: 3 clusters Score -704450.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -704451.062500 Penalty: 3039.319824
	Iteration 92Q: 3 clusters Score -704451.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -704451.750000 Penalty: 3039.319824
	Iteration 93Q: 3 clusters Score -704451.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -704452.437500 Penalty: 3039.319824
	Iteration 94Q: 3 clusters Score -704452.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -704453.500000 Penalty: 3039.319824
	Iteration 95Q: 3 clusters Score -704453.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -704453.500000 Penalty: 3039.319824
	Iteration 96F: 3 clusters Score -704453.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Entering Unmasked Estep 
Score: -136351.609375 Penalty: 1261.560059
	Iteration 0F: 2 clusters Score -136351.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -134049.000000 Penalty: 2523.120117
	Iteration 0F: 3 clusters Score -134049 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -134555.703125 Penalty: 2523.120117
	Iteration 1F: 3 clusters Score -134555.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -134694.515625 Penalty: 2523.120117
	Iteration 2F: 3 clusters Score -134694.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -134770.687500 Penalty: 2523.120117
	Iteration 3Q: 3 clusters Score -134770.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -134846.671875 Penalty: 2523.120117
	Iteration 4Q: 3 clusters Score -134846.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -134888.109375 Penalty: 2523.120117
	Iteration 5Q: 3 clusters Score -134888.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -134914.312500 Penalty: 2523.120117
	Iteration 6Q: 3 clusters Score -134914.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -134938.781250 Penalty: 2523.120117
	Iteration 7Q: 3 clusters Score -134938.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -134955.125000 Penalty: 2523.120117
	Iteration 8Q: 3 clusters Score -134955.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -134968.281250 Penalty: 2523.120117
	Iteration 9Q: 3 clusters Score -134968.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -134988.375000 Penalty: 2523.120117
	Iteration 10Q: 3 clusters Score -134988.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -135009.000000 Penalty: 2523.120117
	Iteration 11Q: 3 clusters Score -135009 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -135027.140625 Penalty: 2523.120117
	Iteration 12Q: 3 clusters Score -135027.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -135038.125000 Penalty: 2523.120117
	Iteration 13Q: 3 clusters Score -135038.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -135046.234375 Penalty: 2523.120117
	Iteration 14Q: 3 clusters Score -135046.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -135052.921875 Penalty: 2523.120117
	Iteration 15Q: 3 clusters Score -135052.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -135060.109375 Penalty: 2523.120117
	Iteration 16Q: 3 clusters Score -135060.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -135067.687500 Penalty: 2523.120117
	Iteration 17Q: 3 clusters Score -135067.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -135073.656250 Penalty: 2523.120117
	Iteration 18Q: 3 clusters Score -135073.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -135079.640625 Penalty: 2523.120117
	Iteration 19Q: 3 clusters Score -135079.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -135087.562500 Penalty: 2523.120117
	Iteration 20F: 3 clusters Score -135087.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -135095.609375 Penalty: 2523.120117
	Iteration 21Q: 3 clusters Score -135095.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -135105.625000 Penalty: 2523.120117
	Iteration 22Q: 3 clusters Score -135105.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -135112.828125 Penalty: 2523.120117
	Iteration 23Q: 3 clusters Score -135112.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -135116.421875 Penalty: 2523.120117
	Iteration 24Q: 3 clusters Score -135116.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -135119.578125 Penalty: 2523.120117
	Iteration 25Q: 3 clusters Score -135119.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -135121.953125 Penalty: 2523.120117
	Iteration 26Q: 3 clusters Score -135122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -135122.437500 Penalty: 2523.120117
	Iteration 27Q: 3 clusters Score -135122.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -135123.078125 Penalty: 2523.120117
	Iteration 28Q: 3 clusters Score -135123.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -135123.484375 Penalty: 2523.120117
	Iteration 29Q: 3 clusters Score -135123.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -135123.843750 Penalty: 2523.120117
	Iteration 30Q: 3 clusters Score -135123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -135124.234375 Penalty: 2523.120117
	Iteration 31Q: 3 clusters Score -135124.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -135124.234375 Penalty: 2523.120117
	Iteration 32F: 3 clusters Score -135124.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Entering Unmasked Estep 
Score: -296083.718750 Penalty: 1385.660767
	Iteration 0F: 2 clusters Score -296083.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -292027.093750 Penalty: 2771.321533
	Iteration 0F: 3 clusters Score -292027.1 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -293186.562500 Penalty: 2771.321533
	Iteration 1F: 3 clusters Score -293186.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -293398.875000 Penalty: 2771.321533
	Iteration 2F: 3 clusters Score -293398.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -293613.968750 Penalty: 2771.321533
	Iteration 3F: 3 clusters Score -293614 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -293858.625000 Penalty: 2771.321533
	Iteration 4F: 3 clusters Score -293858.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -294111.031250 Penalty: 2771.321533
	Iteration 5F: 3 clusters Score -294111 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -294339.343750 Penalty: 2771.321533
	Iteration 6F: 3 clusters Score -294339.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -294495.500000 Penalty: 2771.321533
	Iteration 7Q: 3 clusters Score -294495.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -294606.500000 Penalty: 2771.321533
	Iteration 8Q: 3 clusters Score -294606.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -294676.781250 Penalty: 2771.321533
	Iteration 9Q: 3 clusters Score -294676.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -294729.437500 Penalty: 2771.321533
	Iteration 10Q: 3 clusters Score -294729.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -294769.343750 Penalty: 2771.321533
	Iteration 11Q: 3 clusters Score -294769.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -294798.937500 Penalty: 2771.321533
	Iteration 12Q: 3 clusters Score -294798.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -294821.843750 Penalty: 2771.321533
	Iteration 13Q: 3 clusters Score -294821.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -294838.062500 Penalty: 2771.321533
	Iteration 14Q: 3 clusters Score -294838.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -294850.031250 Penalty: 2771.321533
	Iteration 15Q: 3 clusters Score -294850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -294861.031250 Penalty: 2771.321533
	Iteration 16Q: 3 clusters Score -294861 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -294869.250000 Penalty: 2771.321533
	Iteration 17Q: 3 clusters Score -294869.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -294879.187500 Penalty: 2771.321533
	Iteration 18Q: 3 clusters Score -294879.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -294886.843750 Penalty: 2771.321533
	Iteration 19Q: 3 clusters Score -294886.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -294891.687500 Penalty: 2771.321533
	Iteration 20F: 3 clusters Score -294891.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -294895.843750 Penalty: 2771.321533
	Iteration 21Q: 3 clusters Score -294895.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -294899.312500 Penalty: 2771.321533
	Iteration 22Q: 3 clusters Score -294899.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -294901.187500 Penalty: 2771.321533
	Iteration 23Q: 3 clusters Score -294901.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -294905.281250 Penalty: 2771.321533
	Iteration 24Q: 3 clusters Score -294905.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -294908.250000 Penalty: 2771.321533
	Iteration 25Q: 3 clusters Score -294908.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -294912.781250 Penalty: 2771.321533
	Iteration 26Q: 3 clusters Score -294912.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -294916.218750 Penalty: 2771.321533
	Iteration 27Q: 3 clusters Score -294916.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -294918.218750 Penalty: 2771.321533
	Iteration 28Q: 3 clusters Score -294918.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -294922.562500 Penalty: 2771.321533
	Iteration 29Q: 3 clusters Score -294922.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -294927.312500 Penalty: 2771.321533
	Iteration 30Q: 3 clusters Score -294927.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -294929.343750 Penalty: 2771.321533
	Iteration 31Q: 3 clusters Score -294929.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -294930.593750 Penalty: 2771.321533
	Iteration 32Q: 3 clusters Score -294930.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -294932.875000 Penalty: 2771.321533
	Iteration 33Q: 3 clusters Score -294932.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -294936.875000 Penalty: 2771.321533
	Iteration 34Q: 3 clusters Score -294936.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -294943.156250 Penalty: 2771.321533
	Iteration 35Q: 3 clusters Score -294943.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -294947.500000 Penalty: 2771.321533
	Iteration 36Q: 3 clusters Score -294947.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -294950.937500 Penalty: 2771.321533
	Iteration 37Q: 3 clusters Score -294950.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -294954.250000 Penalty: 2771.321533
	Iteration 38Q: 3 clusters Score -294954.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -294956.906250 Penalty: 2771.321533
	Iteration 39Q: 3 clusters Score -294956.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -294959.031250 Penalty: 2771.321533
	Iteration 40F: 3 clusters Score -294959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -294962.125000 Penalty: 2771.321533
	Iteration 41Q: 3 clusters Score -294962.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -294965.937500 Penalty: 2771.321533
	Iteration 42Q: 3 clusters Score -294965.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -294967.375000 Penalty: 2771.321533
	Iteration 43Q: 3 clusters Score -294967.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -294968.656250 Penalty: 2771.321533
	Iteration 44Q: 3 clusters Score -294968.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -294970.250000 Penalty: 2771.321533
	Iteration 45Q: 3 clusters Score -294970.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -294971.718750 Penalty: 2771.321533
	Iteration 46Q: 3 clusters Score -294971.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -294973.750000 Penalty: 2771.321533
	Iteration 47Q: 3 clusters Score -294973.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -294976.968750 Penalty: 2771.321533
	Iteration 48Q: 3 clusters Score -294977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -294979.593750 Penalty: 2771.321533
	Iteration 49Q: 3 clusters Score -294979.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -294980.656250 Penalty: 2771.321533
	Iteration 50Q: 3 clusters Score -294980.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -294982.500000 Penalty: 2771.321533
	Iteration 51Q: 3 clusters Score -294982.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -294984.031250 Penalty: 2771.321533
	Iteration 52Q: 3 clusters Score -294984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -294985.437500 Penalty: 2771.321533
	Iteration 53Q: 3 clusters Score -294985.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -294986.437500 Penalty: 2771.321533
	Iteration 54Q: 3 clusters Score -294986.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -294986.562500 Penalty: 2771.321533
	Iteration 55Q: 3 clusters Score -294986.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -294986.656250 Penalty: 2771.321533
	Iteration 56Q: 3 clusters Score -294986.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -294986.656250 Penalty: 2771.321533
	Iteration 57F: 3 clusters Score -294986.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Entering Unmasked Estep 
Score: -145988.875000 Penalty: 1268.786499
	Iteration 0F: 2 clusters Score -145988.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -143632.625000 Penalty: 2537.572998
	Iteration 0F: 3 clusters Score -143632.6 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -144220.328125 Penalty: 2537.572998
	Iteration 1F: 3 clusters Score -144220.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -144362.953125 Penalty: 2537.572998
	Iteration 2F: 3 clusters Score -144363 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -144451.781250 Penalty: 2537.572998
	Iteration 3F: 3 clusters Score -144451.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -144512.203125 Penalty: 2537.572998
	Iteration 4Q: 3 clusters Score -144512.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -144557.828125 Penalty: 2537.572998
	Iteration 5Q: 3 clusters Score -144557.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -144598.750000 Penalty: 2537.572998
	Iteration 6Q: 3 clusters Score -144598.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -144638.500000 Penalty: 2537.572998
	Iteration 7Q: 3 clusters Score -144638.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -144677.781250 Penalty: 2537.572998
	Iteration 8Q: 3 clusters Score -144677.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -144711.578125 Penalty: 2537.572998
	Iteration 9Q: 3 clusters Score -144711.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -144746.718750 Penalty: 2537.572998
	Iteration 10Q: 3 clusters Score -144746.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -144783.140625 Penalty: 2537.572998
	Iteration 11Q: 3 clusters Score -144783.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -144808.312500 Penalty: 2537.572998
	Iteration 12Q: 3 clusters Score -144808.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -144839.968750 Penalty: 2537.572998
	Iteration 13Q: 3 clusters Score -144840 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -144889.734375 Penalty: 2537.572998
	Iteration 14Q: 3 clusters Score -144889.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -144951.484375 Penalty: 2537.572998
	Iteration 15Q: 3 clusters Score -144951.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -145023.250000 Penalty: 2537.572998
	Iteration 16Q: 3 clusters Score -145023.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -145078.421875 Penalty: 2537.572998
	Iteration 17Q: 3 clusters Score -145078.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -145121.750000 Penalty: 2537.572998
	Iteration 18Q: 3 clusters Score -145121.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -145151.500000 Penalty: 2537.572998
	Iteration 19Q: 3 clusters Score -145151.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -145170.359375 Penalty: 2537.572998
	Iteration 20F: 3 clusters Score -145170.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -145193.515625 Penalty: 2537.572998
	Iteration 21Q: 3 clusters Score -145193.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -145209.453125 Penalty: 2537.572998
	Iteration 22Q: 3 clusters Score -145209.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -145224.359375 Penalty: 2537.572998
	Iteration 23Q: 3 clusters Score -145224.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -145237.984375 Penalty: 2537.572998
	Iteration 24Q: 3 clusters Score -145238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -145254.578125 Penalty: 2537.572998
	Iteration 25Q: 3 clusters Score -145254.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -145267.156250 Penalty: 2537.572998
	Iteration 26Q: 3 clusters Score -145267.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -145280.859375 Penalty: 2537.572998
	Iteration 27Q: 3 clusters Score -145280.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -145294.140625 Penalty: 2537.572998
	Iteration 28Q: 3 clusters Score -145294.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -145307.062500 Penalty: 2537.572998
	Iteration 29Q: 3 clusters Score -145307.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -145320.562500 Penalty: 2537.572998
	Iteration 30Q: 3 clusters Score -145320.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -145337.500000 Penalty: 2537.572998
	Iteration 31Q: 3 clusters Score -145337.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -145349.531250 Penalty: 2537.572998
	Iteration 32Q: 3 clusters Score -145349.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -145359.031250 Penalty: 2537.572998
	Iteration 33Q: 3 clusters Score -145359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -145362.796875 Penalty: 2537.572998
	Iteration 34Q: 3 clusters Score -145362.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -145365.328125 Penalty: 2537.572998
	Iteration 35Q: 3 clusters Score -145365.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -145367.718750 Penalty: 2537.572998
	Iteration 36Q: 3 clusters Score -145367.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -145368.687500 Penalty: 2537.572998
	Iteration 37Q: 3 clusters Score -145368.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -145370.078125 Penalty: 2537.572998
	Iteration 38Q: 3 clusters Score -145370.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -145371.281250 Penalty: 2537.572998
	Iteration 39Q: 3 clusters Score -145371.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -145371.468750 Penalty: 2537.572998
	Iteration 40F: 3 clusters Score -145371.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Entering Unmasked Estep 
Score: -71769.031250 Penalty: 1147.466919
	Iteration 0F: 2 clusters Score -71769.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -70203.406250 Penalty: 2294.933838
	Iteration 0F: 3 clusters Score -70203.41 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -70495.937500 Penalty: 2294.933838
	Iteration 1F: 3 clusters Score -70495.94 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -70568.773438 Penalty: 2294.933838
	Iteration 2F: 3 clusters Score -70568.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -70619.953125 Penalty: 2294.933838
	Iteration 3Q: 3 clusters Score -70619.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -70667.234375 Penalty: 2294.933838
	Iteration 4Q: 3 clusters Score -70667.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -70700.750000 Penalty: 2294.933838
	Iteration 5Q: 3 clusters Score -70700.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -70720.570312 Penalty: 2294.933838
	Iteration 6Q: 3 clusters Score -70720.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -70733.398438 Penalty: 2294.933838
	Iteration 7Q: 3 clusters Score -70733.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -70741.015625 Penalty: 2294.933838
	Iteration 8Q: 3 clusters Score -70741.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -70748.445312 Penalty: 2294.933838
	Iteration 9Q: 3 clusters Score -70748.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -70755.382812 Penalty: 2294.933838
	Iteration 10Q: 3 clusters Score -70755.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -70760.484375 Penalty: 2294.933838
	Iteration 11Q: 3 clusters Score -70760.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -70765.335938 Penalty: 2294.933838
	Iteration 12Q: 3 clusters Score -70765.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -70769.609375 Penalty: 2294.933838
	Iteration 13Q: 3 clusters Score -70769.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -70771.414062 Penalty: 2294.933838
	Iteration 14Q: 3 clusters Score -70771.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -70775.148438 Penalty: 2294.933838
	Iteration 15Q: 3 clusters Score -70775.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -70778.031250 Penalty: 2294.933838
	Iteration 16Q: 3 clusters Score -70778.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -70782.664062 Penalty: 2294.933838
	Iteration 17Q: 3 clusters Score -70782.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -70787.507812 Penalty: 2294.933838
	Iteration 18Q: 3 clusters Score -70787.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -70789.195312 Penalty: 2294.933838
	Iteration 19Q: 3 clusters Score -70789.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -70789.765625 Penalty: 2294.933838
	Iteration 20F: 3 clusters Score -70789.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -70790.726562 Penalty: 2294.933838
	Iteration 21Q: 3 clusters Score -70790.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -70792.203125 Penalty: 2294.933838
	Iteration 22Q: 3 clusters Score -70792.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -70793.226562 Penalty: 2294.933838
	Iteration 23Q: 3 clusters Score -70793.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -70794.695312 Penalty: 2294.933838
	Iteration 24Q: 3 clusters Score -70794.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -70795.367188 Penalty: 2294.933838
	Iteration 25Q: 3 clusters Score -70795.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -70799.625000 Penalty: 2294.933838
	Iteration 26Q: 3 clusters Score -70799.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -70801.835938 Penalty: 2294.933838
	Iteration 27Q: 3 clusters Score -70801.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -70802.734375 Penalty: 2294.933838
	Iteration 28Q: 3 clusters Score -70802.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -70802.734375 Penalty: 2294.933838
	Iteration 29F: 3 clusters Score -70802.73 nChanged 0
--- Evaluating fit on full set of 1079358 points ---
Entering Unmasked Estep 
Score: -64061108.000000 Penalty: 49663.460938
22->23 Clusters: Score -64061108.000000, best is -64085968.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 359786 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 16180 members 
Mstep: Class 3 contains 16291 members 
Mstep: Class 4 contains 16354 members 
Mstep: Class 5 contains 16252 members 
Mstep: Class 6 contains 16159 members 
Mstep: Class 7 contains 16370 members 
Mstep: Class 8 contains 16314 members 
Mstep: Class 9 contains 16280 members 
Mstep: Class 10 contains 16448 members 
Mstep: Class 11 contains 16638 members 
Mstep: Class 12 contains 16636 members 
Mstep: Class 13 contains 16429 members 
Mstep: Class 14 contains 16228 members 
Mstep: Class 15 contains 16388 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 16252 members 
Mstep: Class 18 contains 16379 members 
Mstep: Class 19 contains 16607 members 
Mstep: Class 20 contains 16394 members 
Mstep: Class 21 contains 16347 members 
Mstep: Class 22 contains 16319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 352.325806 but Gain 2078.906250
Score: -19772986.000000 Penalty: 43657.015625
Iteration 0F: 22 clusters Score -1.977299e+07 nChanged 340185
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 16677 members 
Mstep: Class 4 contains 20366 members 
Mstep: Class 5 contains 12015 members 
Mstep: Class 6 contains 6691 members 
Mstep: Class 7 contains 15409 members 
Mstep: Class 8 contains 15713 members 
Mstep: Class 9 contains 29638 members 
Mstep: Class 10 contains 11235 members 
Mstep: Class 11 contains 17148 members 
Mstep: Class 12 contains 19947 members 
Mstep: Class 13 contains 13244 members 
Mstep: Class 14 contains 22353 members 
Mstep: Class 15 contains 10591 members 
Mstep: Class 16 contains 12417 members 
Mstep: Class 17 contains 11186 members 
Mstep: Class 18 contains 18978 members 
Mstep: Class 19 contains 49965 members 
Mstep: Class 20 contains 11930 members 
Mstep: Class 21 contains 17047 members 
Mstep: Class 22 contains 13862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20689708.000000 Penalty: 43657.015625
Iteration 1F: 22 clusters Score -2.068971e+07 nChanged 120102
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 4 contains 20712 members 
Mstep: Class 5 contains 11536 members 
Mstep: Class 6 contains 4975 members 
Mstep: Class 7 contains 10619 members 
Mstep: Class 8 contains 11081 members 
Mstep: Class 9 contains 31169 members 
Mstep: Class 10 contains 11202 members 
Mstep: Class 11 contains 17422 members 
Mstep: Class 12 contains 15928 members 
Mstep: Class 13 contains 12823 members 
Mstep: Class 14 contains 23824 members 
Mstep: Class 15 contains 9610 members 
Mstep: Class 16 contains 9371 members 
Mstep: Class 17 contains 7970 members 
Mstep: Class 18 contains 20371 members 
Mstep: Class 19 contains 72233 members 
Mstep: Class 20 contains 12713 members 
Mstep: Class 21 contains 18727 members 
Mstep: Class 22 contains 10523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20890214.000000 Penalty: 43657.015625
Iteration 2F: 22 clusters Score -2.089021e+07 nChanged 90724
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 11560 members 
Mstep: Class 4 contains 18473 members 
Mstep: Class 5 contains 11880 members 
Mstep: Class 6 contains 4728 members 
Mstep: Class 7 contains 6951 members 
Mstep: Class 8 contains 7269 members 
Mstep: Class 9 contains 31436 members 
Mstep: Class 10 contains 11548 members 
Mstep: Class 11 contains 16845 members 
Mstep: Class 12 contains 12301 members 
Mstep: Class 13 contains 13858 members 
Mstep: Class 14 contains 24647 members 
Mstep: Class 15 contains 8364 members 
Mstep: Class 16 contains 7805 members 
Mstep: Class 17 contains 5674 members 
Mstep: Class 18 contains 19202 members 
Mstep: Class 19 contains 90540 members 
Mstep: Class 20 contains 14756 members 
Mstep: Class 21 contains 19711 members 
Mstep: Class 22 contains 7927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21010102.000000 Penalty: 43657.015625
Iteration 3F: 22 clusters Score -2.10101e+07 nChanged 69056
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 8190 members 
Mstep: Class 4 contains 15715 members 
Mstep: Class 5 contains 12166 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 4898 members 
Mstep: Class 8 contains 4942 members 
Mstep: Class 9 contains 30887 members 
Mstep: Class 10 contains 11399 members 
Mstep: Class 11 contains 15463 members 
Mstep: Class 12 contains 10087 members 
Mstep: Class 13 contains 14663 members 
Mstep: Class 14 contains 24605 members 
Mstep: Class 15 contains 7828 members 
Mstep: Class 16 contains 7254 members 
Mstep: Class 17 contains 4303 members 
Mstep: Class 18 contains 16449 members 
Mstep: Class 19 contains 107044 members 
Mstep: Class 20 contains 16284 members 
Mstep: Class 21 contains 19024 members 
Mstep: Class 22 contains 5627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21087676.000000 Penalty: 43657.015625
Iteration 4F: 22 clusters Score -2.108768e+07 nChanged 54841
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 5783 members 
Mstep: Class 4 contains 13521 members 
Mstep: Class 5 contains 12412 members 
Mstep: Class 6 contains 4026 members 
Mstep: Class 7 contains 3873 members 
Mstep: Class 8 contains 3309 members 
Mstep: Class 9 contains 30888 members 
Mstep: Class 10 contains 10702 members 
Mstep: Class 11 contains 13887 members 
Mstep: Class 12 contains 8865 members 
Mstep: Class 13 contains 15080 members 
Mstep: Class 14 contains 24101 members 
Mstep: Class 15 contains 8175 members 
Mstep: Class 16 contains 6997 members 
Mstep: Class 17 contains 3419 members 
Mstep: Class 18 contains 13472 members 
Mstep: Class 19 contains 121425 members 
Mstep: Class 20 contains 16950 members 
Mstep: Class 21 contains 16779 members 
Mstep: Class 22 contains 3779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21144018.000000 Penalty: 43657.015625
Iteration 5F: 22 clusters Score -2.114402e+07 nChanged 44758
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 4064 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 12403 members 
Mstep: Class 6 contains 4021 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 2312 members 
Mstep: Class 9 contains 32076 members 
Mstep: Class 10 contains 9943 members 
Mstep: Class 11 contains 12346 members 
Mstep: Class 12 contains 8278 members 
Mstep: Class 13 contains 15103 members 
Mstep: Class 14 contains 23885 members 
Mstep: Class 15 contains 8726 members 
Mstep: Class 16 contains 6875 members 
Mstep: Class 17 contains 2775 members 
Mstep: Class 18 contains 11044 members 
Mstep: Class 19 contains 133046 members 
Mstep: Class 20 contains 16754 members 
Mstep: Class 21 contains 13592 members 
Mstep: Class 22 contains 2474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1629.061523 but Gain 2078.906250
Score: -21186136.000000 Penalty: 41578.109375
Iteration 6F: 21 clusters Score -2.118614e+07 nChanged 37765
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 2861 members 
Mstep: Class 4 contains 10579 members 
Mstep: Class 5 contains 12172 members 
Mstep: Class 6 contains 4208 members 
Mstep: Class 7 contains 3291 members 
Mstep: Class 8 contains 1723 members 
Mstep: Class 9 contains 33778 members 
Mstep: Class 10 contains 9289 members 
Mstep: Class 11 contains 11238 members 
Mstep: Class 12 contains 8079 members 
Mstep: Class 13 contains 15244 members 
Mstep: Class 14 contains 24229 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 6868 members 
Mstep: Class 17 contains 2302 members 
Mstep: Class 18 contains 9556 members 
Mstep: Class 19 contains 142419 members 
Mstep: Class 20 contains 16048 members 
Mstep: Class 21 contains 10511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21219060.000000 Penalty: 41578.109375
Iteration 7F: 21 clusters Score -2.121906e+07 nChanged 29212
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 2031 members 
Mstep: Class 4 contains 10073 members 
Mstep: Class 5 contains 11714 members 
Mstep: Class 6 contains 4391 members 
Mstep: Class 7 contains 3295 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 35084 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 10434 members 
Mstep: Class 12 contains 8121 members 
Mstep: Class 13 contains 15075 members 
Mstep: Class 14 contains 25162 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 6926 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 8849 members 
Mstep: Class 19 contains 147953 members 
Mstep: Class 20 contains 14836 members 
Mstep: Class 21 contains 7839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21241526.000000 Penalty: 41578.109375
Iteration 8F: 21 clusters Score -2.124153e+07 nChanged 23460
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 1569 members 
Mstep: Class 4 contains 10253 members 
Mstep: Class 5 contains 11304 members 
Mstep: Class 6 contains 4510 members 
Mstep: Class 7 contains 3294 members 
Mstep: Class 8 contains 1240 members 
Mstep: Class 9 contains 35756 members 
Mstep: Class 10 contains 8201 members 
Mstep: Class 11 contains 9994 members 
Mstep: Class 12 contains 8190 members 
Mstep: Class 13 contains 14919 members 
Mstep: Class 14 contains 26570 members 
Mstep: Class 15 contains 8258 members 
Mstep: Class 16 contains 7029 members 
Mstep: Class 17 contains 1651 members 
Mstep: Class 18 contains 8725 members 
Mstep: Class 19 contains 150896 members 
Mstep: Class 20 contains 13662 members 
Mstep: Class 21 contains 6007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21257120.000000 Penalty: 41578.109375
Iteration 9F: 21 clusters Score -2.125712e+07 nChanged 18840
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 4 contains 10715 members 
Mstep: Class 5 contains 10952 members 
Mstep: Class 6 contains 4608 members 
Mstep: Class 7 contains 3271 members 
Mstep: Class 8 contains 1233 members 
Mstep: Class 9 contains 35794 members 
Mstep: Class 10 contains 7763 members 
Mstep: Class 11 contains 9679 members 
Mstep: Class 12 contains 8274 members 
Mstep: Class 13 contains 14832 members 
Mstep: Class 14 contains 28273 members 
Mstep: Class 15 contains 7616 members 
Mstep: Class 16 contains 7139 members 
Mstep: Class 17 contains 1505 members 
Mstep: Class 18 contains 8766 members 
Mstep: Class 19 contains 152355 members 
Mstep: Class 20 contains 12706 members 
Mstep: Class 21 contains 4910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21267082.000000 Penalty: 41578.109375
Iteration 10F: 21 clusters Score -2.126708e+07 nChanged 15163
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 4 contains 11225 members 
Mstep: Class 5 contains 10718 members 
Mstep: Class 6 contains 4717 members 
Mstep: Class 7 contains 3293 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 35420 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 9443 members 
Mstep: Class 12 contains 8417 members 
Mstep: Class 13 contains 14805 members 
Mstep: Class 14 contains 29953 members 
Mstep: Class 15 contains 6999 members 
Mstep: Class 16 contains 7199 members 
Mstep: Class 17 contains 1415 members 
Mstep: Class 18 contains 8853 members 
Mstep: Class 19 contains 152985 members 
Mstep: Class 20 contains 12004 members 
Mstep: Class 21 contains 4211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21274066.000000 Penalty: 41578.109375
Iteration 11Q: 21 clusters Score -2.127407e+07 nChanged 12620
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 10522 members 
Mstep: Class 6 contains 4810 members 
Mstep: Class 7 contains 3391 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 34863 members 
Mstep: Class 10 contains 7289 members 
Mstep: Class 11 contains 9363 members 
Mstep: Class 12 contains 8512 members 
Mstep: Class 13 contains 14779 members 
Mstep: Class 14 contains 31575 members 
Mstep: Class 15 contains 6507 members 
Mstep: Class 16 contains 7242 members 
Mstep: Class 17 contains 1375 members 
Mstep: Class 18 contains 8858 members 
Mstep: Class 19 contains 153152 members 
Mstep: Class 20 contains 11436 members 
Mstep: Class 21 contains 3783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21279550.000000 Penalty: 41578.109375
Iteration 12Q: 21 clusters Score -2.127955e+07 nChanged 10705
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 1357 members 
Mstep: Class 4 contains 12212 members 
Mstep: Class 5 contains 10354 members 
Mstep: Class 6 contains 4891 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 9 contains 34123 members 
Mstep: Class 10 contains 7180 members 
Mstep: Class 11 contains 9411 members 
Mstep: Class 12 contains 8566 members 
Mstep: Class 13 contains 14789 members 
Mstep: Class 14 contains 33166 members 
Mstep: Class 15 contains 6121 members 
Mstep: Class 16 contains 7286 members 
Mstep: Class 17 contains 1359 members 
Mstep: Class 18 contains 8696 members 
Mstep: Class 19 contains 153161 members 
Mstep: Class 20 contains 10962 members 
Mstep: Class 21 contains 3504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21283848.000000 Penalty: 41578.109375
Iteration 13Q: 21 clusters Score -2.128385e+07 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 1346 members 
Mstep: Class 4 contains 12662 members 
Mstep: Class 5 contains 10226 members 
Mstep: Class 6 contains 4970 members 
Mstep: Class 7 contains 3866 members 
Mstep: Class 8 contains 1534 members 
Mstep: Class 9 contains 33217 members 
Mstep: Class 10 contains 7116 members 
Mstep: Class 11 contains 9514 members 
Mstep: Class 12 contains 8646 members 
Mstep: Class 13 contains 14822 members 
Mstep: Class 14 contains 34754 members 
Mstep: Class 15 contains 5817 members 
Mstep: Class 16 contains 7327 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 8481 members 
Mstep: Class 19 contains 153051 members 
Mstep: Class 20 contains 10572 members 
Mstep: Class 21 contains 3310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21287816.000000 Penalty: 41578.109375
Iteration 14Q: 21 clusters Score -2.128782e+07 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 1339 members 
Mstep: Class 4 contains 13084 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 5025 members 
Mstep: Class 7 contains 4126 members 
Mstep: Class 8 contains 1596 members 
Mstep: Class 9 contains 32286 members 
Mstep: Class 10 contains 7040 members 
Mstep: Class 11 contains 9653 members 
Mstep: Class 12 contains 8693 members 
Mstep: Class 13 contains 14858 members 
Mstep: Class 14 contains 36198 members 
Mstep: Class 15 contains 5582 members 
Mstep: Class 16 contains 7390 members 
Mstep: Class 17 contains 1375 members 
Mstep: Class 18 contains 8516 members 
Mstep: Class 19 contains 152846 members 
Mstep: Class 20 contains 10246 members 
Mstep: Class 21 contains 3189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21291006.000000 Penalty: 41578.109375
Iteration 15Q: 21 clusters Score -2.129101e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 1333 members 
Mstep: Class 4 contains 13460 members 
Mstep: Class 5 contains 10009 members 
Mstep: Class 6 contains 5038 members 
Mstep: Class 7 contains 4344 members 
Mstep: Class 8 contains 1668 members 
Mstep: Class 9 contains 31293 members 
Mstep: Class 10 contains 6976 members 
Mstep: Class 11 contains 9767 members 
Mstep: Class 12 contains 8795 members 
Mstep: Class 13 contains 14894 members 
Mstep: Class 14 contains 37498 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 7438 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 8733 members 
Mstep: Class 19 contains 152716 members 
Mstep: Class 20 contains 9979 members 
Mstep: Class 21 contains 3080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21292950.000000 Penalty: 41578.109375
Iteration 16Q: 21 clusters Score -2.129295e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 1322 members 
Mstep: Class 4 contains 13841 members 
Mstep: Class 5 contains 9937 members 
Mstep: Class 6 contains 5044 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 1723 members 
Mstep: Class 9 contains 30329 members 
Mstep: Class 10 contains 6907 members 
Mstep: Class 11 contains 9868 members 
Mstep: Class 12 contains 8877 members 
Mstep: Class 13 contains 14931 members 
Mstep: Class 14 contains 38743 members 
Mstep: Class 15 contains 5197 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 1458 members 
Mstep: Class 18 contains 8925 members 
Mstep: Class 19 contains 152584 members 
Mstep: Class 20 contains 9761 members 
Mstep: Class 21 contains 2996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21294680.000000 Penalty: 41578.109375
Iteration 17Q: 21 clusters Score -2.129468e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 1310 members 
Mstep: Class 4 contains 14163 members 
Mstep: Class 5 contains 9864 members 
Mstep: Class 6 contains 5056 members 
Mstep: Class 7 contains 4637 members 
Mstep: Class 8 contains 1774 members 
Mstep: Class 9 contains 29368 members 
Mstep: Class 10 contains 6869 members 
Mstep: Class 11 contains 9963 members 
Mstep: Class 12 contains 8954 members 
Mstep: Class 13 contains 14940 members 
Mstep: Class 14 contains 39999 members 
Mstep: Class 15 contains 5025 members 
Mstep: Class 16 contains 7466 members 
Mstep: Class 17 contains 1540 members 
Mstep: Class 18 contains 9083 members 
Mstep: Class 19 contains 152399 members 
Mstep: Class 20 contains 9584 members 
Mstep: Class 21 contains 2943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21296166.000000 Penalty: 41578.109375
Iteration 18Q: 21 clusters Score -2.129617e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 4 contains 14449 members 
Mstep: Class 5 contains 9820 members 
Mstep: Class 6 contains 5044 members 
Mstep: Class 7 contains 4757 members 
Mstep: Class 8 contains 1816 members 
Mstep: Class 9 contains 28490 members 
Mstep: Class 10 contains 6813 members 
Mstep: Class 11 contains 10090 members 
Mstep: Class 12 contains 9031 members 
Mstep: Class 13 contains 14944 members 
Mstep: Class 14 contains 41236 members 
Mstep: Class 15 contains 4873 members 
Mstep: Class 16 contains 7456 members 
Mstep: Class 17 contains 1638 members 
Mstep: Class 18 contains 9171 members 
Mstep: Class 19 contains 152221 members 
Mstep: Class 20 contains 9429 members 
Mstep: Class 21 contains 2886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21297178.000000 Penalty: 41578.109375
Iteration 19Q: 21 clusters Score -2.129718e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 1265 members 
Mstep: Class 4 contains 14692 members 
Mstep: Class 5 contains 9764 members 
Mstep: Class 6 contains 5011 members 
Mstep: Class 7 contains 4870 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 27601 members 
Mstep: Class 10 contains 6762 members 
Mstep: Class 11 contains 10206 members 
Mstep: Class 12 contains 9119 members 
Mstep: Class 13 contains 14962 members 
Mstep: Class 14 contains 42479 members 
Mstep: Class 15 contains 4728 members 
Mstep: Class 16 contains 7450 members 
Mstep: Class 17 contains 1738 members 
Mstep: Class 18 contains 9235 members 
Mstep: Class 19 contains 152098 members 
Mstep: Class 20 contains 9308 members 
Mstep: Class 21 contains 2837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21298342.000000 Penalty: 41578.109375
Iteration 20F: 21 clusters Score -2.129834e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 1250 members 
Mstep: Class 4 contains 14914 members 
Mstep: Class 5 contains 9721 members 
Mstep: Class 6 contains 5003 members 
Mstep: Class 7 contains 4979 members 
Mstep: Class 8 contains 1906 members 
Mstep: Class 9 contains 26713 members 
Mstep: Class 10 contains 6701 members 
Mstep: Class 11 contains 10386 members 
Mstep: Class 12 contains 9182 members 
Mstep: Class 13 contains 14988 members 
Mstep: Class 14 contains 43637 members 
Mstep: Class 15 contains 4579 members 
Mstep: Class 16 contains 7437 members 
Mstep: Class 17 contains 1867 members 
Mstep: Class 18 contains 9289 members 
Mstep: Class 19 contains 151949 members 
Mstep: Class 20 contains 9220 members 
Mstep: Class 21 contains 2787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21298992.000000 Penalty: 41578.109375
Iteration 21Q: 21 clusters Score -2.129899e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 1233 members 
Mstep: Class 4 contains 15128 members 
Mstep: Class 5 contains 9700 members 
Mstep: Class 6 contains 4976 members 
Mstep: Class 7 contains 5111 members 
Mstep: Class 8 contains 1951 members 
Mstep: Class 9 contains 25923 members 
Mstep: Class 10 contains 6633 members 
Mstep: Class 11 contains 10598 members 
Mstep: Class 12 contains 9242 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 44783 members 
Mstep: Class 15 contains 4434 members 
Mstep: Class 16 contains 7428 members 
Mstep: Class 17 contains 1963 members 
Mstep: Class 18 contains 9338 members 
Mstep: Class 19 contains 151722 members 
Mstep: Class 20 contains 9150 members 
Mstep: Class 21 contains 2753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21299802.000000 Penalty: 41578.109375
Iteration 22Q: 21 clusters Score -2.12998e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 1214 members 
Mstep: Class 4 contains 15335 members 
Mstep: Class 5 contains 9670 members 
Mstep: Class 6 contains 4953 members 
Mstep: Class 7 contains 5229 members 
Mstep: Class 8 contains 1975 members 
Mstep: Class 9 contains 25189 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 10840 members 
Mstep: Class 12 contains 9260 members 
Mstep: Class 13 contains 15013 members 
Mstep: Class 14 contains 45849 members 
Mstep: Class 15 contains 4275 members 
Mstep: Class 16 contains 7413 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 9365 members 
Mstep: Class 19 contains 151551 members 
Mstep: Class 20 contains 9091 members 
Mstep: Class 21 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21300710.000000 Penalty: 41578.109375
Iteration 23Q: 21 clusters Score -2.130071e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 4 contains 15515 members 
Mstep: Class 5 contains 9662 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 5339 members 
Mstep: Class 8 contains 1997 members 
Mstep: Class 9 contains 24545 members 
Mstep: Class 10 contains 6472 members 
Mstep: Class 11 contains 11094 members 
Mstep: Class 12 contains 9214 members 
Mstep: Class 13 contains 15040 members 
Mstep: Class 14 contains 46902 members 
Mstep: Class 15 contains 4130 members 
Mstep: Class 16 contains 7401 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 9369 members 
Mstep: Class 19 contains 151394 members 
Mstep: Class 20 contains 9026 members 
Mstep: Class 21 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21301658.000000 Penalty: 41578.109375
Iteration 24Q: 21 clusters Score -2.130166e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 4 contains 15668 members 
Mstep: Class 5 contains 9654 members 
Mstep: Class 6 contains 4901 members 
Mstep: Class 7 contains 5448 members 
Mstep: Class 8 contains 2024 members 
Mstep: Class 9 contains 23899 members 
Mstep: Class 10 contains 6397 members 
Mstep: Class 11 contains 11373 members 
Mstep: Class 12 contains 9146 members 
Mstep: Class 13 contains 15084 members 
Mstep: Class 14 contains 47979 members 
Mstep: Class 15 contains 3993 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 2290 members 
Mstep: Class 18 contains 9343 members 
Mstep: Class 19 contains 151222 members 
Mstep: Class 20 contains 8978 members 
Mstep: Class 21 contains 2680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21302916.000000 Penalty: 41578.109375
Iteration 25Q: 21 clusters Score -2.130292e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 4 contains 15803 members 
Mstep: Class 5 contains 9640 members 
Mstep: Class 6 contains 4892 members 
Mstep: Class 7 contains 5533 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 9 contains 23312 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 11695 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 15131 members 
Mstep: Class 14 contains 49014 members 
Mstep: Class 15 contains 3869 members 
Mstep: Class 16 contains 7390 members 
Mstep: Class 17 contains 2392 members 
Mstep: Class 18 contains 9309 members 
Mstep: Class 19 contains 151003 members 
Mstep: Class 20 contains 8930 members 
Mstep: Class 21 contains 2674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21304012.000000 Penalty: 41578.109375
Iteration 26Q: 21 clusters Score -2.130401e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 4 contains 15939 members 
Mstep: Class 5 contains 9632 members 
Mstep: Class 6 contains 4879 members 
Mstep: Class 7 contains 5598 members 
Mstep: Class 8 contains 2047 members 
Mstep: Class 9 contains 22785 members 
Mstep: Class 10 contains 6305 members 
Mstep: Class 11 contains 12112 members 
Mstep: Class 12 contains 8921 members 
Mstep: Class 13 contains 15158 members 
Mstep: Class 14 contains 50033 members 
Mstep: Class 15 contains 3717 members 
Mstep: Class 16 contains 7385 members 
Mstep: Class 17 contains 2504 members 
Mstep: Class 18 contains 9272 members 
Mstep: Class 19 contains 150718 members 
Mstep: Class 20 contains 8881 members 
Mstep: Class 21 contains 2673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21305054.000000 Penalty: 41578.109375
Iteration 27Q: 21 clusters Score -2.130505e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 1117 members 
Mstep: Class 4 contains 16062 members 
Mstep: Class 5 contains 9609 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 5658 members 
Mstep: Class 8 contains 2061 members 
Mstep: Class 9 contains 22318 members 
Mstep: Class 10 contains 6267 members 
Mstep: Class 11 contains 12596 members 
Mstep: Class 12 contains 8786 members 
Mstep: Class 13 contains 15171 members 
Mstep: Class 14 contains 51054 members 
Mstep: Class 15 contains 3540 members 
Mstep: Class 16 contains 7373 members 
Mstep: Class 17 contains 2661 members 
Mstep: Class 18 contains 9213 members 
Mstep: Class 19 contains 150319 members 
Mstep: Class 20 contains 8855 members 
Mstep: Class 21 contains 2689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21305990.000000 Penalty: 41578.109375
Iteration 28Q: 21 clusters Score -2.130599e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 1091 members 
Mstep: Class 4 contains 16164 members 
Mstep: Class 5 contains 9603 members 
Mstep: Class 6 contains 4836 members 
Mstep: Class 7 contains 5687 members 
Mstep: Class 8 contains 2077 members 
Mstep: Class 9 contains 21912 members 
Mstep: Class 10 contains 6252 members 
Mstep: Class 11 contains 13136 members 
Mstep: Class 12 contains 8610 members 
Mstep: Class 13 contains 15179 members 
Mstep: Class 14 contains 52026 members 
Mstep: Class 15 contains 3349 members 
Mstep: Class 16 contains 7367 members 
Mstep: Class 17 contains 2839 members 
Mstep: Class 18 contains 9158 members 
Mstep: Class 19 contains 149841 members 
Mstep: Class 20 contains 8811 members 
Mstep: Class 21 contains 2720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21307034.000000 Penalty: 41578.109375
Iteration 29Q: 21 clusters Score -2.130703e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 1052 members 
Mstep: Class 4 contains 16262 members 
Mstep: Class 5 contains 9604 members 
Mstep: Class 6 contains 4836 members 
Mstep: Class 7 contains 5722 members 
Mstep: Class 8 contains 2094 members 
Mstep: Class 9 contains 21565 members 
Mstep: Class 10 contains 6249 members 
Mstep: Class 11 contains 13652 members 
Mstep: Class 12 contains 8447 members 
Mstep: Class 13 contains 15191 members 
Mstep: Class 14 contains 52891 members 
Mstep: Class 15 contains 3166 members 
Mstep: Class 16 contains 7359 members 
Mstep: Class 17 contains 3038 members 
Mstep: Class 18 contains 9096 members 
Mstep: Class 19 contains 149326 members 
Mstep: Class 20 contains 8769 members 
Mstep: Class 21 contains 2792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21307932.000000 Penalty: 41578.109375
Iteration 30Q: 21 clusters Score -2.130793e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 1020 members 
Mstep: Class 4 contains 16351 members 
Mstep: Class 5 contains 9609 members 
Mstep: Class 6 contains 4833 members 
Mstep: Class 7 contains 5728 members 
Mstep: Class 8 contains 2103 members 
Mstep: Class 9 contains 21298 members 
Mstep: Class 10 contains 6258 members 
Mstep: Class 11 contains 14169 members 
Mstep: Class 12 contains 8287 members 
Mstep: Class 13 contains 15210 members 
Mstep: Class 14 contains 53763 members 
Mstep: Class 15 contains 2973 members 
Mstep: Class 16 contains 7340 members 
Mstep: Class 17 contains 3252 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 148758 members 
Mstep: Class 20 contains 8708 members 
Mstep: Class 21 contains 2859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21308938.000000 Penalty: 41578.109375
Iteration 31Q: 21 clusters Score -2.130894e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 998 members 
Mstep: Class 4 contains 16436 members 
Mstep: Class 5 contains 9601 members 
Mstep: Class 6 contains 4821 members 
Mstep: Class 7 contains 5716 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 21096 members 
Mstep: Class 10 contains 6247 members 
Mstep: Class 11 contains 14645 members 
Mstep: Class 12 contains 8126 members 
Mstep: Class 13 contains 15242 members 
Mstep: Class 14 contains 54627 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 7322 members 
Mstep: Class 17 contains 3477 members 
Mstep: Class 18 contains 8942 members 
Mstep: Class 19 contains 148127 members 
Mstep: Class 20 contains 8650 members 
Mstep: Class 21 contains 2952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21309694.000000 Penalty: 41578.109375
Iteration 32Q: 21 clusters Score -2.130969e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 4 contains 16517 members 
Mstep: Class 5 contains 9587 members 
Mstep: Class 6 contains 4806 members 
Mstep: Class 7 contains 5732 members 
Mstep: Class 8 contains 2118 members 
Mstep: Class 9 contains 20978 members 
Mstep: Class 10 contains 6219 members 
Mstep: Class 11 contains 15090 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 15285 members 
Mstep: Class 14 contains 55394 members 
Mstep: Class 15 contains 2645 members 
Mstep: Class 16 contains 7299 members 
Mstep: Class 17 contains 3684 members 
Mstep: Class 18 contains 8852 members 
Mstep: Class 19 contains 147498 members 
Mstep: Class 20 contains 8586 members 
Mstep: Class 21 contains 3024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21310502.000000 Penalty: 41578.109375
Iteration 33Q: 21 clusters Score -2.13105e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 4 contains 16640 members 
Mstep: Class 5 contains 9575 members 
Mstep: Class 6 contains 4792 members 
Mstep: Class 7 contains 5759 members 
Mstep: Class 8 contains 2116 members 
Mstep: Class 9 contains 20959 members 
Mstep: Class 10 contains 6200 members 
Mstep: Class 11 contains 15483 members 
Mstep: Class 12 contains 7838 members 
Mstep: Class 13 contains 15328 members 
Mstep: Class 14 contains 56087 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 146781 members 
Mstep: Class 20 contains 8517 members 
Mstep: Class 21 contains 3129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21311308.000000 Penalty: 41578.109375
Iteration 34Q: 21 clusters Score -2.131131e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 4 contains 16758 members 
Mstep: Class 5 contains 9568 members 
Mstep: Class 6 contains 4784 members 
Mstep: Class 7 contains 5787 members 
Mstep: Class 8 contains 2112 members 
Mstep: Class 9 contains 21007 members 
Mstep: Class 10 contains 6178 members 
Mstep: Class 11 contains 15860 members 
Mstep: Class 12 contains 7698 members 
Mstep: Class 13 contains 15374 members 
Mstep: Class 14 contains 56747 members 
Mstep: Class 15 contains 2456 members 
Mstep: Class 16 contains 7232 members 
Mstep: Class 17 contains 4023 members 
Mstep: Class 18 contains 8706 members 
Mstep: Class 19 contains 145974 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21311956.000000 Penalty: 41578.109375
Iteration 35Q: 21 clusters Score -2.131196e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 4 contains 16911 members 
Mstep: Class 5 contains 9565 members 
Mstep: Class 6 contains 4771 members 
Mstep: Class 7 contains 5796 members 
Mstep: Class 8 contains 2103 members 
Mstep: Class 9 contains 21153 members 
Mstep: Class 10 contains 6157 members 
Mstep: Class 11 contains 16214 members 
Mstep: Class 12 contains 7523 members 
Mstep: Class 13 contains 15403 members 
Mstep: Class 14 contains 57387 members 
Mstep: Class 15 contains 2405 members 
Mstep: Class 16 contains 7210 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 8616 members 
Mstep: Class 19 contains 145125 members 
Mstep: Class 20 contains 8419 members 
Mstep: Class 21 contains 3266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21312602.000000 Penalty: 41578.109375
Iteration 36Q: 21 clusters Score -2.13126e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 4 contains 17052 members 
Mstep: Class 5 contains 9561 members 
Mstep: Class 6 contains 4769 members 
Mstep: Class 7 contains 5799 members 
Mstep: Class 8 contains 2098 members 
Mstep: Class 9 contains 21422 members 
Mstep: Class 10 contains 6133 members 
Mstep: Class 11 contains 16560 members 
Mstep: Class 12 contains 7351 members 
Mstep: Class 13 contains 15433 members 
Mstep: Class 14 contains 57989 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 7191 members 
Mstep: Class 17 contains 4313 members 
Mstep: Class 18 contains 8544 members 
Mstep: Class 19 contains 144170 members 
Mstep: Class 20 contains 8383 members 
Mstep: Class 21 contains 3312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21313366.000000 Penalty: 41578.109375
Iteration 37Q: 21 clusters Score -2.131337e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 4 contains 17189 members 
Mstep: Class 5 contains 9546 members 
Mstep: Class 6 contains 4765 members 
Mstep: Class 7 contains 5797 members 
Mstep: Class 8 contains 2099 members 
Mstep: Class 9 contains 21798 members 
Mstep: Class 10 contains 6106 members 
Mstep: Class 11 contains 16885 members 
Mstep: Class 12 contains 7150 members 
Mstep: Class 13 contains 15483 members 
Mstep: Class 14 contains 58516 members 
Mstep: Class 15 contains 2353 members 
Mstep: Class 16 contains 7159 members 
Mstep: Class 17 contains 4415 members 
Mstep: Class 18 contains 8481 members 
Mstep: Class 19 contains 143238 members 
Mstep: Class 20 contains 8352 members 
Mstep: Class 21 contains 3346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21313958.000000 Penalty: 41578.109375
Iteration 38Q: 21 clusters Score -2.131396e+07 nChanged 2967
Entering ConstructFrom: 
Score: -21313958.000000 Penalty: 41578.109375
Entering ConstructFrom: 
Trying to split cluster 1 (15943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Entering Unmasked Estep 
Score: -919236.312500 Penalty: 1572.475952
	Iteration 0F: 2 clusters Score -919236.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -908194.500000 Penalty: 3144.951904
	Iteration 0F: 3 clusters Score -908194.5 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -912495.375000 Penalty: 3144.951904
	Iteration 1F: 3 clusters Score -912495.4 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -913245.812500 Penalty: 3144.951904
	Iteration 2F: 3 clusters Score -913245.8 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -914005.437500 Penalty: 3144.951904
	Iteration 3F: 3 clusters Score -914005.4 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -914672.812500 Penalty: 3144.951904
	Iteration 4F: 3 clusters Score -914672.8 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -915181.687500 Penalty: 3144.951904
	Iteration 5F: 3 clusters Score -915181.7 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -915620.812500 Penalty: 3144.951904
	Iteration 6Q: 3 clusters Score -915620.8 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -916021.312500 Penalty: 3144.951904
	Iteration 7Q: 3 clusters Score -916021.3 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -916363.562500 Penalty: 3144.951904
	Iteration 8Q: 3 clusters Score -916363.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -916696.125000 Penalty: 3144.951904
	Iteration 9Q: 3 clusters Score -916696.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -917004.937500 Penalty: 3144.951904
	Iteration 10Q: 3 clusters Score -917004.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -917266.875000 Penalty: 3144.951904
	Iteration 11Q: 3 clusters Score -917266.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -917479.687500 Penalty: 3144.951904
	Iteration 12Q: 3 clusters Score -917479.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -917689.375000 Penalty: 3144.951904
	Iteration 13Q: 3 clusters Score -917689.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -917861.687500 Penalty: 3144.951904
	Iteration 14Q: 3 clusters Score -917861.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -918016.250000 Penalty: 3144.951904
	Iteration 15Q: 3 clusters Score -918016.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -918140.312500 Penalty: 3144.951904
	Iteration 16Q: 3 clusters Score -918140.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -918235.562500 Penalty: 3144.951904
	Iteration 17Q: 3 clusters Score -918235.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -918326.437500 Penalty: 3144.951904
	Iteration 18Q: 3 clusters Score -918326.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -918421.875000 Penalty: 3144.951904
	Iteration 19Q: 3 clusters Score -918421.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -918529.062500 Penalty: 3144.951904
	Iteration 20F: 3 clusters Score -918529.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -918618.812500 Penalty: 3144.951904
	Iteration 21Q: 3 clusters Score -918618.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -918709.312500 Penalty: 3144.951904
	Iteration 22Q: 3 clusters Score -918709.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -918796.375000 Penalty: 3144.951904
	Iteration 23Q: 3 clusters Score -918796.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -918887.937500 Penalty: 3144.951904
	Iteration 24Q: 3 clusters Score -918887.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -918973.062500 Penalty: 3144.951904
	Iteration 25Q: 3 clusters Score -918973.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -919047.625000 Penalty: 3144.951904
	Iteration 26Q: 3 clusters Score -919047.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -919097.812500 Penalty: 3144.951904
	Iteration 27Q: 3 clusters Score -919097.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -919130.437500 Penalty: 3144.951904
	Iteration 28Q: 3 clusters Score -919130.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -919143.375000 Penalty: 3144.951904
	Iteration 29Q: 3 clusters Score -919143.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -919154.750000 Penalty: 3144.951904
	Iteration 30Q: 3 clusters Score -919154.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -919159.437500 Penalty: 3144.951904
	Iteration 31Q: 3 clusters Score -919159.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -919164.625000 Penalty: 3144.951904
	Iteration 32Q: 3 clusters Score -919164.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -919166.312500 Penalty: 3144.951904
	Iteration 33Q: 3 clusters Score -919166.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -919168.125000 Penalty: 3144.951904
	Iteration 34Q: 3 clusters Score -919168.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -919169.125000 Penalty: 3144.951904
	Iteration 35Q: 3 clusters Score -919169.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -919173.125000 Penalty: 3144.951904
	Iteration 36Q: 3 clusters Score -919173.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -919174.875000 Penalty: 3144.951904
	Iteration 37Q: 3 clusters Score -919174.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -919176.250000 Penalty: 3144.951904
	Iteration 38Q: 3 clusters Score -919176.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -919177.437500 Penalty: 3144.951904
	Iteration 39Q: 3 clusters Score -919177.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -919183.687500 Penalty: 3144.951904
	Iteration 40F: 3 clusters Score -919183.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -919189.187500 Penalty: 3144.951904
	Iteration 41Q: 3 clusters Score -919189.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -919190.250000 Penalty: 3144.951904
	Iteration 42Q: 3 clusters Score -919190.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -919192.312500 Penalty: 3144.951904
	Iteration 43Q: 3 clusters Score -919192.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -919194.937500 Penalty: 3144.951904
	Iteration 44Q: 3 clusters Score -919194.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -919198.437500 Penalty: 3144.951904
	Iteration 45Q: 3 clusters Score -919198.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -919199.937500 Penalty: 3144.951904
	Iteration 46Q: 3 clusters Score -919199.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -919201.687500 Penalty: 3144.951904
	Iteration 47Q: 3 clusters Score -919201.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -919204.187500 Penalty: 3144.951904
	Iteration 48Q: 3 clusters Score -919204.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -919203.875000 Penalty: 3144.951904
	Iteration 49Q: 3 clusters Score -919203.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -919203.687500 Penalty: 3144.951904
	Iteration 50Q: 3 clusters Score -919203.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -919203.625000 Penalty: 3144.951904
	Iteration 51Q: 3 clusters Score -919203.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -919203.625000 Penalty: 3144.951904
	Iteration 52F: 3 clusters Score -919203.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Entering Unmasked Estep 
Score: -48245.546875 Penalty: 1109.841553
	Iteration 0F: 2 clusters Score -48245.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -46904.527344 Penalty: 2219.683105
	Iteration 0F: 3 clusters Score -46904.53 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -47355.062500 Penalty: 2219.683105
	Iteration 1F: 3 clusters Score -47355.06 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -47617.613281 Penalty: 2219.683105
	Iteration 2F: 3 clusters Score -47617.61 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -47889.542969 Penalty: 2219.683105
	Iteration 3F: 3 clusters Score -47889.54 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -48167.230469 Penalty: 2219.683105
	Iteration 4F: 3 clusters Score -48167.23 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -48409.042969 Penalty: 2219.683105
	Iteration 5F: 3 clusters Score -48409.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -48552.031250 Penalty: 2219.683105
	Iteration 6Q: 3 clusters Score -48552.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -48613.390625 Penalty: 2219.683105
	Iteration 7Q: 3 clusters Score -48613.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -48639.187500 Penalty: 2219.683105
	Iteration 8Q: 3 clusters Score -48639.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -48655.851562 Penalty: 2219.683105
	Iteration 9Q: 3 clusters Score -48655.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -48663.113281 Penalty: 2219.683105
	Iteration 10Q: 3 clusters Score -48663.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -48668.781250 Penalty: 2219.683105
	Iteration 11Q: 3 clusters Score -48668.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -48669.902344 Penalty: 2219.683105
	Iteration 12Q: 3 clusters Score -48669.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -48677.324219 Penalty: 2219.683105
	Iteration 13F: 3 clusters Score -48677.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -48691.445312 Penalty: 2219.683105
	Iteration 14Q: 3 clusters Score -48691.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -48695.648438 Penalty: 2219.683105
	Iteration 15Q: 3 clusters Score -48695.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -48698.855469 Penalty: 2219.683105
	Iteration 16Q: 3 clusters Score -48698.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -48698.855469 Penalty: 2219.683105
	Iteration 17F: 3 clusters Score -48698.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 17324 members 
Mstep: Class 5 contains 9550 members 
Mstep: Class 6 contains 4766 members 
Mstep: Class 7 contains 5791 members 
Mstep: Class 8 contains 2094 members 
Mstep: Class 9 contains 22143 members 
Mstep: Class 10 contains 6086 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 6965 members 
Mstep: Class 13 contains 15529 members 
Mstep: Class 14 contains 59002 members 
Mstep: Class 15 contains 2359 members 
Mstep: Class 16 contains 7149 members 
Mstep: Class 17 contains 4533 members 
Mstep: Class 18 contains 8413 members 
Mstep: Class 19 contains 142300 members 
Mstep: Class 20 contains 8330 members 
Mstep: Class 21 contains 3375 members 
Entering Unmasked Estep 
Score: -21313678.000000 Penalty: 43657.015625
Splitting cluster 2 changes total score from -21313958.000000 to -21313678.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (17324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Entering Unmasked Estep 
Score: -1054148.375000 Penalty: 1585.975220
	Iteration 0F: 2 clusters Score -1054148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1042272.625000 Penalty: 3171.950439
	Iteration 0F: 3 clusters Score -1042273 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1046919.062500 Penalty: 3171.950439
	Iteration 1F: 3 clusters Score -1046919 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1048554.312500 Penalty: 3171.950439
	Iteration 2F: 3 clusters Score -1048554 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1050804.625000 Penalty: 3171.950439
	Iteration 3F: 3 clusters Score -1050805 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1053160.875000 Penalty: 3171.950439
	Iteration 4F: 3 clusters Score -1053161 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1054676.250000 Penalty: 3171.950439
	Iteration 5F: 3 clusters Score -1054676 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1055388.375000 Penalty: 3171.950439
	Iteration 6F: 3 clusters Score -1055388 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1055671.250000 Penalty: 3171.950439
	Iteration 7Q: 3 clusters Score -1055671 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1055793.000000 Penalty: 3171.950439
	Iteration 8Q: 3 clusters Score -1055793 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1055865.625000 Penalty: 3171.950439
	Iteration 9Q: 3 clusters Score -1055866 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1055939.625000 Penalty: 3171.950439
	Iteration 10Q: 3 clusters Score -1055940 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1055994.125000 Penalty: 3171.950439
	Iteration 11Q: 3 clusters Score -1055994 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1056038.875000 Penalty: 3171.950439
	Iteration 12Q: 3 clusters Score -1056039 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1056080.375000 Penalty: 3171.950439
	Iteration 13Q: 3 clusters Score -1056080 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1056107.125000 Penalty: 3171.950439
	Iteration 14Q: 3 clusters Score -1056107 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1056128.625000 Penalty: 3171.950439
	Iteration 15Q: 3 clusters Score -1056129 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1056137.875000 Penalty: 3171.950439
	Iteration 16Q: 3 clusters Score -1056138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1056152.000000 Penalty: 3171.950439
	Iteration 17Q: 3 clusters Score -1056152 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1056170.750000 Penalty: 3171.950439
	Iteration 18Q: 3 clusters Score -1056171 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1056195.500000 Penalty: 3171.950439
	Iteration 19Q: 3 clusters Score -1056196 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1056286.000000 Penalty: 3171.950439
	Iteration 20F: 3 clusters Score -1056286 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1056427.625000 Penalty: 3171.950439
	Iteration 21Q: 3 clusters Score -1056428 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1056488.000000 Penalty: 3171.950439
	Iteration 22Q: 3 clusters Score -1056488 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1056512.250000 Penalty: 3171.950439
	Iteration 23Q: 3 clusters Score -1056512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1056522.750000 Penalty: 3171.950439
	Iteration 24Q: 3 clusters Score -1056523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1056524.875000 Penalty: 3171.950439
	Iteration 25Q: 3 clusters Score -1056525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1056527.500000 Penalty: 3171.950439
	Iteration 26Q: 3 clusters Score -1056528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1056529.125000 Penalty: 3171.950439
	Iteration 27Q: 3 clusters Score -1056529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1056527.875000 Penalty: 3171.950439
	Iteration 28Q: 3 clusters Score -1056528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1056527.625000 Penalty: 3171.950439
	Iteration 29Q: 3 clusters Score -1056528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1056527.125000 Penalty: 3171.950439
	Iteration 30Q: 3 clusters Score -1056527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1056527.875000 Penalty: 3171.950439
	Iteration 31Q: 3 clusters Score -1056528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1056527.875000 Penalty: 3171.950439
	Iteration 32F: 3 clusters Score -1056528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 925 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 15107 members 
Mstep: Class 5 contains 9550 members 
Mstep: Class 6 contains 4766 members 
Mstep: Class 7 contains 5791 members 
Mstep: Class 8 contains 2094 members 
Mstep: Class 9 contains 22143 members 
Mstep: Class 10 contains 6086 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 6965 members 
Mstep: Class 13 contains 15529 members 
Mstep: Class 14 contains 59002 members 
Mstep: Class 15 contains 2359 members 
Mstep: Class 16 contains 7149 members 
Mstep: Class 17 contains 4533 members 
Mstep: Class 18 contains 8413 members 
Mstep: Class 19 contains 142300 members 
Mstep: Class 20 contains 8330 members 
Mstep: Class 21 contains 3375 members 
Entering Unmasked Estep 
Score: -21316102.000000 Penalty: 43657.015625
Splitting cluster 4 changes total score from -21313958.000000 to -21316102.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 5 (9550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Entering Unmasked Estep 
Score: -561394.750000 Penalty: 1489.198120
	Iteration 0F: 2 clusters Score -561394.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -554505.250000 Penalty: 2978.396240
	Iteration 0F: 3 clusters Score -554505.2 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -556859.312500 Penalty: 2978.396240
	Iteration 1F: 3 clusters Score -556859.3 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -557361.000000 Penalty: 2978.396240
	Iteration 2F: 3 clusters Score -557361 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -557893.437500 Penalty: 2978.396240
	Iteration 3F: 3 clusters Score -557893.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -558353.187500 Penalty: 2978.396240
	Iteration 4F: 3 clusters Score -558353.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -558729.875000 Penalty: 2978.396240
	Iteration 5F: 3 clusters Score -558729.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -559049.250000 Penalty: 2978.396240
	Iteration 6F: 3 clusters Score -559049.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -559373.437500 Penalty: 2978.396240
	Iteration 7F: 3 clusters Score -559373.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -559628.625000 Penalty: 2978.396240
	Iteration 8Q: 3 clusters Score -559628.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -559794.437500 Penalty: 2978.396240
	Iteration 9Q: 3 clusters Score -559794.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -559907.750000 Penalty: 2978.396240
	Iteration 10Q: 3 clusters Score -559907.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -559982.500000 Penalty: 2978.396240
	Iteration 11Q: 3 clusters Score -559982.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -560046.125000 Penalty: 2978.396240
	Iteration 12Q: 3 clusters Score -560046.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -560088.062500 Penalty: 2978.396240
	Iteration 13Q: 3 clusters Score -560088.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -560119.250000 Penalty: 2978.396240
	Iteration 14Q: 3 clusters Score -560119.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -560151.687500 Penalty: 2978.396240
	Iteration 15Q: 3 clusters Score -560151.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -560178.750000 Penalty: 2978.396240
	Iteration 16Q: 3 clusters Score -560178.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -560205.562500 Penalty: 2978.396240
	Iteration 17Q: 3 clusters Score -560205.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -560231.062500 Penalty: 2978.396240
	Iteration 18Q: 3 clusters Score -560231.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -560256.875000 Penalty: 2978.396240
	Iteration 19Q: 3 clusters Score -560256.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -560286.187500 Penalty: 2978.396240
	Iteration 20F: 3 clusters Score -560286.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -560318.812500 Penalty: 2978.396240
	Iteration 21Q: 3 clusters Score -560318.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -560349.312500 Penalty: 2978.396240
	Iteration 22Q: 3 clusters Score -560349.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -560379.125000 Penalty: 2978.396240
	Iteration 23Q: 3 clusters Score -560379.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -560403.500000 Penalty: 2978.396240
	Iteration 24Q: 3 clusters Score -560403.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -560424.875000 Penalty: 2978.396240
	Iteration 25Q: 3 clusters Score -560424.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -560443.187500 Penalty: 2978.396240
	Iteration 26Q: 3 clusters Score -560443.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -560459.687500 Penalty: 2978.396240
	Iteration 27Q: 3 clusters Score -560459.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -560479.750000 Penalty: 2978.396240
	Iteration 28Q: 3 clusters Score -560479.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -560498.312500 Penalty: 2978.396240
	Iteration 29Q: 3 clusters Score -560498.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -560512.000000 Penalty: 2978.396240
	Iteration 30Q: 3 clusters Score -560512 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -560527.000000 Penalty: 2978.396240
	Iteration 31Q: 3 clusters Score -560527 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -560542.250000 Penalty: 2978.396240
	Iteration 32Q: 3 clusters Score -560542.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -560560.687500 Penalty: 2978.396240
	Iteration 33Q: 3 clusters Score -560560.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -560585.500000 Penalty: 2978.396240
	Iteration 34Q: 3 clusters Score -560585.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -560616.687500 Penalty: 2978.396240
	Iteration 35Q: 3 clusters Score -560616.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -560662.250000 Penalty: 2978.396240
	Iteration 36Q: 3 clusters Score -560662.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -560719.375000 Penalty: 2978.396240
	Iteration 37Q: 3 clusters Score -560719.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -560790.125000 Penalty: 2978.396240
	Iteration 38Q: 3 clusters Score -560790.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -560888.875000 Penalty: 2978.396240
	Iteration 39Q: 3 clusters Score -560888.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -561019.687500 Penalty: 2978.396240
	Iteration 40F: 3 clusters Score -561019.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -561140.500000 Penalty: 2978.396240
	Iteration 41Q: 3 clusters Score -561140.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -561271.437500 Penalty: 2978.396240
	Iteration 42Q: 3 clusters Score -561271.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -561395.500000 Penalty: 2978.396240
	Iteration 43Q: 3 clusters Score -561395.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -561496.000000 Penalty: 2978.396240
	Iteration 44Q: 3 clusters Score -561496 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -561580.437500 Penalty: 2978.396240
	Iteration 45Q: 3 clusters Score -561580.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -561631.750000 Penalty: 2978.396240
	Iteration 46Q: 3 clusters Score -561631.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -561662.562500 Penalty: 2978.396240
	Iteration 47Q: 3 clusters Score -561662.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -561676.437500 Penalty: 2978.396240
	Iteration 48Q: 3 clusters Score -561676.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -561681.812500 Penalty: 2978.396240
	Iteration 49Q: 3 clusters Score -561681.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -561684.562500 Penalty: 2978.396240
	Iteration 50Q: 3 clusters Score -561684.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -561686.312500 Penalty: 2978.396240
	Iteration 51Q: 3 clusters Score -561686.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -561689.000000 Penalty: 2978.396240
	Iteration 52Q: 3 clusters Score -561689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -561689.437500 Penalty: 2978.396240
	Iteration 53Q: 3 clusters Score -561689.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -561691.937500 Penalty: 2978.396240
	Iteration 54Q: 3 clusters Score -561691.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -561692.812500 Penalty: 2978.396240
	Iteration 55Q: 3 clusters Score -561692.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -561693.375000 Penalty: 2978.396240
	Iteration 56Q: 3 clusters Score -561693.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -561694.062500 Penalty: 2978.396240
	Iteration 57Q: 3 clusters Score -561694.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -561694.062500 Penalty: 2978.396240
	Iteration 58F: 3 clusters Score -561694.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 925 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 15107 members 
Mstep: Class 5 contains 777 members 
Mstep: Class 6 contains 4766 members 
Mstep: Class 7 contains 5791 members 
Mstep: Class 8 contains 2094 members 
Mstep: Class 9 contains 22143 members 
Mstep: Class 10 contains 6086 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 6965 members 
Mstep: Class 13 contains 15529 members 
Mstep: Class 14 contains 59002 members 
Mstep: Class 15 contains 2359 members 
Mstep: Class 16 contains 7149 members 
Mstep: Class 17 contains 4533 members 
Mstep: Class 18 contains 8413 members 
Mstep: Class 19 contains 142300 members 
Mstep: Class 20 contains 8330 members 
Mstep: Class 21 contains 3375 members 
Mstep: Class 22 contains 8773 members 
Entering Unmasked Estep 
Score: -21315736.000000 Penalty: 45735.921875
Splitting cluster 5 changes total score from -21313958.000000 to -21315736.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (4766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Entering Unmasked Estep 
Score: -236615.046875 Penalty: 1376.255249
	Iteration 0F: 2 clusters Score -236615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -232834.843750 Penalty: 2752.510498
	Iteration 0F: 3 clusters Score -232834.8 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -234241.453125 Penalty: 2752.510498
	Iteration 1F: 3 clusters Score -234241.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -234726.500000 Penalty: 2752.510498
	Iteration 2F: 3 clusters Score -234726.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -235113.671875 Penalty: 2752.510498
	Iteration 3F: 3 clusters Score -235113.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -235383.421875 Penalty: 2752.510498
	Iteration 4F: 3 clusters Score -235383.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -235582.796875 Penalty: 2752.510498
	Iteration 5F: 3 clusters Score -235582.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -235726.828125 Penalty: 2752.510498
	Iteration 6Q: 3 clusters Score -235726.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -235868.343750 Penalty: 2752.510498
	Iteration 7Q: 3 clusters Score -235868.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -235987.406250 Penalty: 2752.510498
	Iteration 8Q: 3 clusters Score -235987.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -236052.515625 Penalty: 2752.510498
	Iteration 9Q: 3 clusters Score -236052.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -236078.984375 Penalty: 2752.510498
	Iteration 10Q: 3 clusters Score -236079 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -236095.515625 Penalty: 2752.510498
	Iteration 11Q: 3 clusters Score -236095.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -236110.359375 Penalty: 2752.510498
	Iteration 12Q: 3 clusters Score -236110.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -236122.484375 Penalty: 2752.510498
	Iteration 13Q: 3 clusters Score -236122.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -236130.437500 Penalty: 2752.510498
	Iteration 14Q: 3 clusters Score -236130.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -236134.078125 Penalty: 2752.510498
	Iteration 15Q: 3 clusters Score -236134.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -236135.359375 Penalty: 2752.510498
	Iteration 16Q: 3 clusters Score -236135.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -236137.484375 Penalty: 2752.510498
	Iteration 17Q: 3 clusters Score -236137.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -236137.640625 Penalty: 2752.510498
	Iteration 18Q: 3 clusters Score -236137.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -236138.437500 Penalty: 2752.510498
	Iteration 19Q: 3 clusters Score -236138.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -236138.703125 Penalty: 2752.510498
	Iteration 20F: 3 clusters Score -236138.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Entering Unmasked Estep 
Score: -363833.906250 Penalty: 1407.909790
	Iteration 0F: 2 clusters Score -363833.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -359339.875000 Penalty: 2815.819580
	Iteration 0F: 3 clusters Score -359339.9 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -360656.812500 Penalty: 2815.819580
	Iteration 1F: 3 clusters Score -360656.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -360881.968750 Penalty: 2815.819580
	Iteration 2F: 3 clusters Score -360882 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -361069.312500 Penalty: 2815.819580
	Iteration 3F: 3 clusters Score -361069.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -361223.562500 Penalty: 2815.819580
	Iteration 4Q: 3 clusters Score -361223.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -361367.031250 Penalty: 2815.819580
	Iteration 5Q: 3 clusters Score -361367 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -361504.125000 Penalty: 2815.819580
	Iteration 6Q: 3 clusters Score -361504.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -361652.156250 Penalty: 2815.819580
	Iteration 7Q: 3 clusters Score -361652.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -361813.531250 Penalty: 2815.819580
	Iteration 8Q: 3 clusters Score -361813.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -361979.437500 Penalty: 2815.819580
	Iteration 9Q: 3 clusters Score -361979.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -362109.125000 Penalty: 2815.819580
	Iteration 10Q: 3 clusters Score -362109.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -362243.562500 Penalty: 2815.819580
	Iteration 11Q: 3 clusters Score -362243.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -362336.562500 Penalty: 2815.819580
	Iteration 12Q: 3 clusters Score -362336.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -362419.125000 Penalty: 2815.819580
	Iteration 13Q: 3 clusters Score -362419.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -362491.625000 Penalty: 2815.819580
	Iteration 14Q: 3 clusters Score -362491.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -362561.843750 Penalty: 2815.819580
	Iteration 15Q: 3 clusters Score -362561.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -362624.843750 Penalty: 2815.819580
	Iteration 16Q: 3 clusters Score -362624.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -362673.625000 Penalty: 2815.819580
	Iteration 17Q: 3 clusters Score -362673.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -362710.906250 Penalty: 2815.819580
	Iteration 18Q: 3 clusters Score -362710.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -362735.406250 Penalty: 2815.819580
	Iteration 19Q: 3 clusters Score -362735.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -362757.562500 Penalty: 2815.819580
	Iteration 20F: 3 clusters Score -362757.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -362776.531250 Penalty: 2815.819580
	Iteration 21Q: 3 clusters Score -362776.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -362788.000000 Penalty: 2815.819580
	Iteration 22Q: 3 clusters Score -362788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -362794.187500 Penalty: 2815.819580
	Iteration 23Q: 3 clusters Score -362794.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -362802.718750 Penalty: 2815.819580
	Iteration 24Q: 3 clusters Score -362802.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -362810.968750 Penalty: 2815.819580
	Iteration 25Q: 3 clusters Score -362811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -362817.968750 Penalty: 2815.819580
	Iteration 26Q: 3 clusters Score -362818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -362821.343750 Penalty: 2815.819580
	Iteration 27Q: 3 clusters Score -362821.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -362824.187500 Penalty: 2815.819580
	Iteration 28Q: 3 clusters Score -362824.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -362826.156250 Penalty: 2815.819580
	Iteration 29Q: 3 clusters Score -362826.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -362827.437500 Penalty: 2815.819580
	Iteration 30Q: 3 clusters Score -362827.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -362827.937500 Penalty: 2815.819580
	Iteration 31Q: 3 clusters Score -362827.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -362827.937500 Penalty: 2815.819580
	Iteration 32F: 3 clusters Score -362827.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Entering Unmasked Estep 
Score: -123557.265625 Penalty: 1242.610107
	Iteration 0F: 2 clusters Score -123557.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -121419.187500 Penalty: 2485.220215
	Iteration 0F: 3 clusters Score -121419.2 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -121895.898438 Penalty: 2485.220215
	Iteration 1F: 3 clusters Score -121895.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -121999.289062 Penalty: 2485.220215
	Iteration 2F: 3 clusters Score -121999.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -122054.914062 Penalty: 2485.220215
	Iteration 3Q: 3 clusters Score -122054.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -122100.351562 Penalty: 2485.220215
	Iteration 4Q: 3 clusters Score -122100.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -122125.703125 Penalty: 2485.220215
	Iteration 5Q: 3 clusters Score -122125.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -122146.820312 Penalty: 2485.220215
	Iteration 6Q: 3 clusters Score -122146.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -122162.406250 Penalty: 2485.220215
	Iteration 7Q: 3 clusters Score -122162.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -122174.835938 Penalty: 2485.220215
	Iteration 8Q: 3 clusters Score -122174.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -122186.398438 Penalty: 2485.220215
	Iteration 9Q: 3 clusters Score -122186.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -122192.765625 Penalty: 2485.220215
	Iteration 10Q: 3 clusters Score -122192.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -122198.945312 Penalty: 2485.220215
	Iteration 11Q: 3 clusters Score -122198.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -122210.046875 Penalty: 2485.220215
	Iteration 12Q: 3 clusters Score -122210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -122221.546875 Penalty: 2485.220215
	Iteration 13Q: 3 clusters Score -122221.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -122231.164062 Penalty: 2485.220215
	Iteration 14Q: 3 clusters Score -122231.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -122239.320312 Penalty: 2485.220215
	Iteration 15Q: 3 clusters Score -122239.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -122247.882812 Penalty: 2485.220215
	Iteration 16Q: 3 clusters Score -122247.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -122253.765625 Penalty: 2485.220215
	Iteration 17Q: 3 clusters Score -122253.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -122257.648438 Penalty: 2485.220215
	Iteration 18Q: 3 clusters Score -122257.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -122263.492188 Penalty: 2485.220215
	Iteration 19Q: 3 clusters Score -122263.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -122267.085938 Penalty: 2485.220215
	Iteration 20F: 3 clusters Score -122267.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -122273.171875 Penalty: 2485.220215
	Iteration 21Q: 3 clusters Score -122273.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -122279.812500 Penalty: 2485.220215
	Iteration 22Q: 3 clusters Score -122279.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -122286.929688 Penalty: 2485.220215
	Iteration 23Q: 3 clusters Score -122286.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -122290.273438 Penalty: 2485.220215
	Iteration 24Q: 3 clusters Score -122290.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -122298.828125 Penalty: 2485.220215
	Iteration 25Q: 3 clusters Score -122298.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -122306.703125 Penalty: 2485.220215
	Iteration 26Q: 3 clusters Score -122306.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -122312.515625 Penalty: 2485.220215
	Iteration 27Q: 3 clusters Score -122312.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -122319.187500 Penalty: 2485.220215
	Iteration 28Q: 3 clusters Score -122319.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -122326.640625 Penalty: 2485.220215
	Iteration 29Q: 3 clusters Score -122326.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -122333.320312 Penalty: 2485.220215
	Iteration 30Q: 3 clusters Score -122333.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -122342.101562 Penalty: 2485.220215
	Iteration 31Q: 3 clusters Score -122342.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -122350.960938 Penalty: 2485.220215
	Iteration 32Q: 3 clusters Score -122351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -122359.054688 Penalty: 2485.220215
	Iteration 33Q: 3 clusters Score -122359.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -122371.164062 Penalty: 2485.220215
	Iteration 34Q: 3 clusters Score -122371.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -122384.875000 Penalty: 2485.220215
	Iteration 35Q: 3 clusters Score -122384.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -122399.687500 Penalty: 2485.220215
	Iteration 36Q: 3 clusters Score -122399.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -122419.507812 Penalty: 2485.220215
	Iteration 37Q: 3 clusters Score -122419.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -122446.945312 Penalty: 2485.220215
	Iteration 38Q: 3 clusters Score -122446.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -122478.812500 Penalty: 2485.220215
	Iteration 39Q: 3 clusters Score -122478.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -122522.546875 Penalty: 2485.220215
	Iteration 40F: 3 clusters Score -122522.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -122583.570312 Penalty: 2485.220215
	Iteration 41Q: 3 clusters Score -122583.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -122677.101562 Penalty: 2485.220215
	Iteration 42Q: 3 clusters Score -122677.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -122743.359375 Penalty: 2485.220215
	Iteration 43Q: 3 clusters Score -122743.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -122804.859375 Penalty: 2485.220215
	Iteration 44Q: 3 clusters Score -122804.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -122867.765625 Penalty: 2485.220215
	Iteration 45Q: 3 clusters Score -122867.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -122931.617188 Penalty: 2485.220215
	Iteration 46Q: 3 clusters Score -122931.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -122978.796875 Penalty: 2485.220215
	Iteration 47Q: 3 clusters Score -122978.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -123022.406250 Penalty: 2485.220215
	Iteration 48Q: 3 clusters Score -123022.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -123068.257812 Penalty: 2485.220215
	Iteration 49Q: 3 clusters Score -123068.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -123120.992188 Penalty: 2485.220215
	Iteration 50Q: 3 clusters Score -123121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -123174.429688 Penalty: 2485.220215
	Iteration 51Q: 3 clusters Score -123174.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -123220.500000 Penalty: 2485.220215
	Iteration 52Q: 3 clusters Score -123220.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -123252.453125 Penalty: 2485.220215
	Iteration 53Q: 3 clusters Score -123252.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -123265.617188 Penalty: 2485.220215
	Iteration 54Q: 3 clusters Score -123265.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -123267.187500 Penalty: 2485.220215
	Iteration 55Q: 3 clusters Score -123267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -123268.882812 Penalty: 2485.220215
	Iteration 56Q: 3 clusters Score -123268.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -123272.937500 Penalty: 2485.220215
	Iteration 57Q: 3 clusters Score -123272.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -123280.046875 Penalty: 2485.220215
	Iteration 58Q: 3 clusters Score -123280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -123284.757812 Penalty: 2485.220215
	Iteration 59Q: 3 clusters Score -123284.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -123294.460938 Penalty: 2485.220215
	Iteration 60F: 3 clusters Score -123294.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -123295.453125 Penalty: 2485.220215
	Iteration 61Q: 3 clusters Score -123295.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -123295.929688 Penalty: 2485.220215
	Iteration 62Q: 3 clusters Score -123295.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -123296.960938 Penalty: 2485.220215
	Iteration 63Q: 3 clusters Score -123297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -123297.187500 Penalty: 2485.220215
	Iteration 64Q: 3 clusters Score -123297.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -123297.187500 Penalty: 2485.220215
	Iteration 65F: 3 clusters Score -123297.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Entering Unmasked Estep 
Score: -1457290.500000 Penalty: 1625.857422
	Iteration 0F: 2 clusters Score -1457290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1442070.750000 Penalty: 3251.714844
	Iteration 0F: 3 clusters Score -1442071 nChanged 10127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1447869.375000 Penalty: 3251.714844
	Iteration 1F: 3 clusters Score -1447869 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1448210.000000 Penalty: 3251.714844
	Iteration 2Q: 3 clusters Score -1448210 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1448548.375000 Penalty: 3251.714844
	Iteration 3Q: 3 clusters Score -1448548 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1448952.625000 Penalty: 3251.714844
	Iteration 4Q: 3 clusters Score -1448953 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1449487.750000 Penalty: 3251.714844
	Iteration 5Q: 3 clusters Score -1449488 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1450236.000000 Penalty: 3251.714844
	Iteration 6F: 3 clusters Score -1450236 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1451262.750000 Penalty: 3251.714844
	Iteration 7F: 3 clusters Score -1451263 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1452472.125000 Penalty: 3251.714844
	Iteration 8F: 3 clusters Score -1452472 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1453651.875000 Penalty: 3251.714844
	Iteration 9F: 3 clusters Score -1453652 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1454594.625000 Penalty: 3251.714844
	Iteration 10Q: 3 clusters Score -1454595 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1455227.000000 Penalty: 3251.714844
	Iteration 11Q: 3 clusters Score -1455227 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1455529.500000 Penalty: 3251.714844
	Iteration 12Q: 3 clusters Score -1455530 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1455693.875000 Penalty: 3251.714844
	Iteration 13Q: 3 clusters Score -1455694 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1455766.125000 Penalty: 3251.714844
	Iteration 14Q: 3 clusters Score -1455766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1455804.875000 Penalty: 3251.714844
	Iteration 15Q: 3 clusters Score -1455805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1455839.375000 Penalty: 3251.714844
	Iteration 16Q: 3 clusters Score -1455839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1455859.250000 Penalty: 3251.714844
	Iteration 17Q: 3 clusters Score -1455859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1455878.625000 Penalty: 3251.714844
	Iteration 18Q: 3 clusters Score -1455879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1455897.125000 Penalty: 3251.714844
	Iteration 19Q: 3 clusters Score -1455897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1455906.875000 Penalty: 3251.714844
	Iteration 20F: 3 clusters Score -1455907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1455912.375000 Penalty: 3251.714844
	Iteration 21Q: 3 clusters Score -1455912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1455912.375000 Penalty: 3251.714844
	Iteration 22F: 3 clusters Score -1455912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Entering Unmasked Estep 
Score: -368531.343750 Penalty: 1415.983765
	Iteration 0F: 2 clusters Score -368531.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -363910.718750 Penalty: 2831.967529
	Iteration 0F: 3 clusters Score -363910.7 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -365215.500000 Penalty: 2831.967529
	Iteration 1F: 3 clusters Score -365215.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -365431.593750 Penalty: 2831.967529
	Iteration 2F: 3 clusters Score -365431.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -365568.718750 Penalty: 2831.967529
	Iteration 3Q: 3 clusters Score -365568.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -365664.593750 Penalty: 2831.967529
	Iteration 4Q: 3 clusters Score -365664.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -365723.968750 Penalty: 2831.967529
	Iteration 5Q: 3 clusters Score -365724 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -365760.687500 Penalty: 2831.967529
	Iteration 6Q: 3 clusters Score -365760.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -365788.468750 Penalty: 2831.967529
	Iteration 7Q: 3 clusters Score -365788.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -365816.093750 Penalty: 2831.967529
	Iteration 8Q: 3 clusters Score -365816.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -365839.625000 Penalty: 2831.967529
	Iteration 9Q: 3 clusters Score -365839.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -365861.500000 Penalty: 2831.967529
	Iteration 10Q: 3 clusters Score -365861.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -365887.156250 Penalty: 2831.967529
	Iteration 11Q: 3 clusters Score -365887.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -365910.250000 Penalty: 2831.967529
	Iteration 12Q: 3 clusters Score -365910.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -365937.062500 Penalty: 2831.967529
	Iteration 13Q: 3 clusters Score -365937.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -365968.875000 Penalty: 2831.967529
	Iteration 14Q: 3 clusters Score -365968.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -365999.031250 Penalty: 2831.967529
	Iteration 15Q: 3 clusters Score -365999 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -366022.906250 Penalty: 2831.967529
	Iteration 16Q: 3 clusters Score -366022.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -366037.656250 Penalty: 2831.967529
	Iteration 17Q: 3 clusters Score -366037.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -366052.625000 Penalty: 2831.967529
	Iteration 18Q: 3 clusters Score -366052.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -366069.468750 Penalty: 2831.967529
	Iteration 19Q: 3 clusters Score -366069.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -366088.343750 Penalty: 2831.967529
	Iteration 20F: 3 clusters Score -366088.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -366108.875000 Penalty: 2831.967529
	Iteration 21Q: 3 clusters Score -366108.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -366135.437500 Penalty: 2831.967529
	Iteration 22Q: 3 clusters Score -366135.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -366173.062500 Penalty: 2831.967529
	Iteration 23Q: 3 clusters Score -366173.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -366221.437500 Penalty: 2831.967529
	Iteration 24Q: 3 clusters Score -366221.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -366284.187500 Penalty: 2831.967529
	Iteration 25Q: 3 clusters Score -366284.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -366376.000000 Penalty: 2831.967529
	Iteration 26Q: 3 clusters Score -366376 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -366498.375000 Penalty: 2831.967529
	Iteration 27Q: 3 clusters Score -366498.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -366617.562500 Penalty: 2831.967529
	Iteration 28Q: 3 clusters Score -366617.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -366713.343750 Penalty: 2831.967529
	Iteration 29Q: 3 clusters Score -366713.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -366781.750000 Penalty: 2831.967529
	Iteration 30Q: 3 clusters Score -366781.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -366833.281250 Penalty: 2831.967529
	Iteration 31Q: 3 clusters Score -366833.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -366870.718750 Penalty: 2831.967529
	Iteration 32Q: 3 clusters Score -366870.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -366896.937500 Penalty: 2831.967529
	Iteration 33Q: 3 clusters Score -366896.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -366915.781250 Penalty: 2831.967529
	Iteration 34Q: 3 clusters Score -366915.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -366933.656250 Penalty: 2831.967529
	Iteration 35Q: 3 clusters Score -366933.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -366950.093750 Penalty: 2831.967529
	Iteration 36Q: 3 clusters Score -366950.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -366966.125000 Penalty: 2831.967529
	Iteration 37Q: 3 clusters Score -366966.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -366973.781250 Penalty: 2831.967529
	Iteration 38Q: 3 clusters Score -366973.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -366978.343750 Penalty: 2831.967529
	Iteration 39Q: 3 clusters Score -366978.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -366983.718750 Penalty: 2831.967529
	Iteration 40F: 3 clusters Score -366983.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -366989.937500 Penalty: 2831.967529
	Iteration 41Q: 3 clusters Score -366989.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -366996.812500 Penalty: 2831.967529
	Iteration 42Q: 3 clusters Score -366996.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -367004.500000 Penalty: 2831.967529
	Iteration 43Q: 3 clusters Score -367004.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -367014.343750 Penalty: 2831.967529
	Iteration 44Q: 3 clusters Score -367014.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -367022.093750 Penalty: 2831.967529
	Iteration 45Q: 3 clusters Score -367022.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -367027.000000 Penalty: 2831.967529
	Iteration 46Q: 3 clusters Score -367027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -367033.937500 Penalty: 2831.967529
	Iteration 47Q: 3 clusters Score -367033.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -367040.687500 Penalty: 2831.967529
	Iteration 48Q: 3 clusters Score -367040.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -367052.218750 Penalty: 2831.967529
	Iteration 49Q: 3 clusters Score -367052.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -367063.875000 Penalty: 2831.967529
	Iteration 50Q: 3 clusters Score -367063.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -367077.500000 Penalty: 2831.967529
	Iteration 51Q: 3 clusters Score -367077.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -367088.562500 Penalty: 2831.967529
	Iteration 52Q: 3 clusters Score -367088.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -367100.343750 Penalty: 2831.967529
	Iteration 53Q: 3 clusters Score -367100.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -367109.375000 Penalty: 2831.967529
	Iteration 54Q: 3 clusters Score -367109.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -367116.937500 Penalty: 2831.967529
	Iteration 55Q: 3 clusters Score -367116.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -367123.937500 Penalty: 2831.967529
	Iteration 56Q: 3 clusters Score -367123.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -367128.718750 Penalty: 2831.967529
	Iteration 57Q: 3 clusters Score -367128.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -367132.968750 Penalty: 2831.967529
	Iteration 58Q: 3 clusters Score -367133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -367137.687500 Penalty: 2831.967529
	Iteration 59Q: 3 clusters Score -367137.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -367142.156250 Penalty: 2831.967529
	Iteration 60F: 3 clusters Score -367142.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -367146.562500 Penalty: 2831.967529
	Iteration 61Q: 3 clusters Score -367146.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -367150.093750 Penalty: 2831.967529
	Iteration 62Q: 3 clusters Score -367150.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -367153.593750 Penalty: 2831.967529
	Iteration 63Q: 3 clusters Score -367153.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -367156.343750 Penalty: 2831.967529
	Iteration 64Q: 3 clusters Score -367156.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -367159.406250 Penalty: 2831.967529
	Iteration 65Q: 3 clusters Score -367159.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -367163.687500 Penalty: 2831.967529
	Iteration 66Q: 3 clusters Score -367163.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -367167.031250 Penalty: 2831.967529
	Iteration 67Q: 3 clusters Score -367167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -367170.375000 Penalty: 2831.967529
	Iteration 68Q: 3 clusters Score -367170.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -367175.343750 Penalty: 2831.967529
	Iteration 69Q: 3 clusters Score -367175.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -367179.406250 Penalty: 2831.967529
	Iteration 70Q: 3 clusters Score -367179.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -367181.343750 Penalty: 2831.967529
	Iteration 71Q: 3 clusters Score -367181.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -367185.593750 Penalty: 2831.967529
	Iteration 72Q: 3 clusters Score -367185.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -367186.687500 Penalty: 2831.967529
	Iteration 73Q: 3 clusters Score -367186.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -367188.531250 Penalty: 2831.967529
	Iteration 74Q: 3 clusters Score -367188.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -367191.281250 Penalty: 2831.967529
	Iteration 75Q: 3 clusters Score -367191.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -367192.593750 Penalty: 2831.967529
	Iteration 76Q: 3 clusters Score -367192.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -367195.000000 Penalty: 2831.967529
	Iteration 77Q: 3 clusters Score -367195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -367196.562500 Penalty: 2831.967529
	Iteration 78Q: 3 clusters Score -367196.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -367197.593750 Penalty: 2831.967529
	Iteration 79Q: 3 clusters Score -367197.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -367198.812500 Penalty: 2831.967529
	Iteration 80F: 3 clusters Score -367198.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -367199.625000 Penalty: 2831.967529
	Iteration 81Q: 3 clusters Score -367199.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -367200.875000 Penalty: 2831.967529
	Iteration 82Q: 3 clusters Score -367200.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -367201.906250 Penalty: 2831.967529
	Iteration 83Q: 3 clusters Score -367201.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -367202.968750 Penalty: 2831.967529
	Iteration 84Q: 3 clusters Score -367203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -367206.062500 Penalty: 2831.967529
	Iteration 85Q: 3 clusters Score -367206.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -367209.187500 Penalty: 2831.967529
	Iteration 86Q: 3 clusters Score -367209.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -367214.218750 Penalty: 2831.967529
	Iteration 87Q: 3 clusters Score -367214.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -367220.843750 Penalty: 2831.967529
	Iteration 88Q: 3 clusters Score -367220.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -367229.750000 Penalty: 2831.967529
	Iteration 89Q: 3 clusters Score -367229.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -367240.250000 Penalty: 2831.967529
	Iteration 90Q: 3 clusters Score -367240.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -367247.125000 Penalty: 2831.967529
	Iteration 91Q: 3 clusters Score -367247.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -367253.250000 Penalty: 2831.967529
	Iteration 92Q: 3 clusters Score -367253.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -367258.437500 Penalty: 2831.967529
	Iteration 93Q: 3 clusters Score -367258.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -367261.843750 Penalty: 2831.967529
	Iteration 94Q: 3 clusters Score -367261.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -367264.937500 Penalty: 2831.967529
	Iteration 95Q: 3 clusters Score -367264.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -367269.093750 Penalty: 2831.967529
	Iteration 96Q: 3 clusters Score -367269.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -367272.500000 Penalty: 2831.967529
	Iteration 97Q: 3 clusters Score -367272.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -367276.687500 Penalty: 2831.967529
	Iteration 98Q: 3 clusters Score -367276.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -367280.500000 Penalty: 2831.967529
	Iteration 99Q: 3 clusters Score -367280.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -367286.125000 Penalty: 2831.967529
	Iteration 100F: 3 clusters Score -367286.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -367290.718750 Penalty: 2831.967529
	Iteration 101Q: 3 clusters Score -367290.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -367296.093750 Penalty: 2831.967529
	Iteration 102Q: 3 clusters Score -367296.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -367298.812500 Penalty: 2831.967529
	Iteration 103Q: 3 clusters Score -367298.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -367301.031250 Penalty: 2831.967529
	Iteration 104Q: 3 clusters Score -367301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -367308.156250 Penalty: 2831.967529
	Iteration 105Q: 3 clusters Score -367308.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -367315.125000 Penalty: 2831.967529
	Iteration 106Q: 3 clusters Score -367315.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -367322.781250 Penalty: 2831.967529
	Iteration 107Q: 3 clusters Score -367322.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -367336.437500 Penalty: 2831.967529
	Iteration 108Q: 3 clusters Score -367336.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -367355.968750 Penalty: 2831.967529
	Iteration 109Q: 3 clusters Score -367356 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -367375.093750 Penalty: 2831.967529
	Iteration 110Q: 3 clusters Score -367375.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -367396.375000 Penalty: 2831.967529
	Iteration 111Q: 3 clusters Score -367396.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -367414.875000 Penalty: 2831.967529
	Iteration 112Q: 3 clusters Score -367414.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -367431.593750 Penalty: 2831.967529
	Iteration 113Q: 3 clusters Score -367431.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -367447.531250 Penalty: 2831.967529
	Iteration 114Q: 3 clusters Score -367447.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -367462.625000 Penalty: 2831.967529
	Iteration 115Q: 3 clusters Score -367462.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -367474.781250 Penalty: 2831.967529
	Iteration 116Q: 3 clusters Score -367474.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -367484.812500 Penalty: 2831.967529
	Iteration 117Q: 3 clusters Score -367484.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -367491.968750 Penalty: 2831.967529
	Iteration 118Q: 3 clusters Score -367492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -367497.031250 Penalty: 2831.967529
	Iteration 119Q: 3 clusters Score -367497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -367501.218750 Penalty: 2831.967529
	Iteration 120F: 3 clusters Score -367501.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -367504.875000 Penalty: 2831.967529
	Iteration 121Q: 3 clusters Score -367504.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -367506.593750 Penalty: 2831.967529
	Iteration 122Q: 3 clusters Score -367506.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -367511.000000 Penalty: 2831.967529
	Iteration 123Q: 3 clusters Score -367511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -367512.468750 Penalty: 2831.967529
	Iteration 124Q: 3 clusters Score -367512.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -367513.500000 Penalty: 2831.967529
	Iteration 125Q: 3 clusters Score -367513.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -367513.187500 Penalty: 2831.967529
	Iteration 126Q: 3 clusters Score -367513.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -367514.343750 Penalty: 2831.967529
	Iteration 127Q: 3 clusters Score -367514.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -367515.593750 Penalty: 2831.967529
	Iteration 128Q: 3 clusters Score -367515.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -367514.812500 Penalty: 2831.967529
	Iteration 129Q: 3 clusters Score -367514.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -367515.031250 Penalty: 2831.967529
	Iteration 130Q: 3 clusters Score -367515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -367515.531250 Penalty: 2831.967529
	Iteration 131Q: 3 clusters Score -367515.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -367516.937500 Penalty: 2831.967529
	Iteration 132Q: 3 clusters Score -367516.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -367516.937500 Penalty: 2831.967529
	Iteration 133Q: 3 clusters Score -367516.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -367516.906250 Penalty: 2831.967529
	Iteration 134Q: 3 clusters Score -367516.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -367516.875000 Penalty: 2831.967529
	Iteration 135Q: 3 clusters Score -367516.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -367516.875000 Penalty: 2831.967529
	Iteration 136F: 3 clusters Score -367516.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Entering Unmasked Estep 
Score: -1084931.250000 Penalty: 1584.789062
	Iteration 0F: 2 clusters Score -1084931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1073100.625000 Penalty: 3169.578125
	Iteration 0F: 3 clusters Score -1073101 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1077180.375000 Penalty: 3169.578125
	Iteration 1F: 3 clusters Score -1077180 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1077485.750000 Penalty: 3169.578125
	Iteration 2Q: 3 clusters Score -1077486 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1077751.500000 Penalty: 3169.578125
	Iteration 3Q: 3 clusters Score -1077752 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1077986.375000 Penalty: 3169.578125
	Iteration 4Q: 3 clusters Score -1077986 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1078204.625000 Penalty: 3169.578125
	Iteration 5Q: 3 clusters Score -1078205 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1078427.750000 Penalty: 3169.578125
	Iteration 6Q: 3 clusters Score -1078428 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1078656.750000 Penalty: 3169.578125
	Iteration 7Q: 3 clusters Score -1078657 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1078938.500000 Penalty: 3169.578125
	Iteration 8Q: 3 clusters Score -1078938 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1079327.250000 Penalty: 3169.578125
	Iteration 9Q: 3 clusters Score -1079327 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1079798.250000 Penalty: 3169.578125
	Iteration 10Q: 3 clusters Score -1079798 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1080331.875000 Penalty: 3169.578125
	Iteration 11Q: 3 clusters Score -1080332 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1080925.375000 Penalty: 3169.578125
	Iteration 12Q: 3 clusters Score -1080925 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1081481.125000 Penalty: 3169.578125
	Iteration 13Q: 3 clusters Score -1081481 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1082012.000000 Penalty: 3169.578125
	Iteration 14Q: 3 clusters Score -1082012 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1082455.875000 Penalty: 3169.578125
	Iteration 15Q: 3 clusters Score -1082456 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1082803.500000 Penalty: 3169.578125
	Iteration 16Q: 3 clusters Score -1082804 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1083063.875000 Penalty: 3169.578125
	Iteration 17Q: 3 clusters Score -1083064 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1083224.500000 Penalty: 3169.578125
	Iteration 18Q: 3 clusters Score -1083224 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -1083320.750000 Penalty: 3169.578125
	Iteration 19Q: 3 clusters Score -1083321 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -1083386.250000 Penalty: 3169.578125
	Iteration 20F: 3 clusters Score -1083386 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -1083437.500000 Penalty: 3169.578125
	Iteration 21Q: 3 clusters Score -1083438 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -1083472.375000 Penalty: 3169.578125
	Iteration 22Q: 3 clusters Score -1083472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1083498.500000 Penalty: 3169.578125
	Iteration 23Q: 3 clusters Score -1083498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1083519.125000 Penalty: 3169.578125
	Iteration 24Q: 3 clusters Score -1083519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -1083528.125000 Penalty: 3169.578125
	Iteration 25Q: 3 clusters Score -1083528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -1083539.750000 Penalty: 3169.578125
	Iteration 26Q: 3 clusters Score -1083540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -1083551.375000 Penalty: 3169.578125
	Iteration 27Q: 3 clusters Score -1083551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -1083555.500000 Penalty: 3169.578125
	Iteration 28Q: 3 clusters Score -1083556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -1083557.750000 Penalty: 3169.578125
	Iteration 29Q: 3 clusters Score -1083558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -1083562.750000 Penalty: 3169.578125
	Iteration 30Q: 3 clusters Score -1083563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -1083564.250000 Penalty: 3169.578125
	Iteration 31Q: 3 clusters Score -1083564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -1083565.750000 Penalty: 3169.578125
	Iteration 32Q: 3 clusters Score -1083566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -1083567.000000 Penalty: 3169.578125
	Iteration 33Q: 3 clusters Score -1083567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -1083568.125000 Penalty: 3169.578125
	Iteration 34Q: 3 clusters Score -1083568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -1083570.750000 Penalty: 3169.578125
	Iteration 35Q: 3 clusters Score -1083571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -1083572.250000 Penalty: 3169.578125
	Iteration 36Q: 3 clusters Score -1083572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -1083572.500000 Penalty: 3169.578125
	Iteration 37Q: 3 clusters Score -1083572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -1083572.500000 Penalty: 3169.578125
	Iteration 38F: 3 clusters Score -1083572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Entering Unmasked Estep 
Score: -412337.781250 Penalty: 1437.906128
	Iteration 0F: 2 clusters Score -412337.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -407133.875000 Penalty: 2875.812256
	Iteration 0F: 3 clusters Score -407133.9 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -408793.062500 Penalty: 2875.812256
	Iteration 1F: 3 clusters Score -408793.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -409090.406250 Penalty: 2875.812256
	Iteration 2F: 3 clusters Score -409090.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -409442.843750 Penalty: 2875.812256
	Iteration 3F: 3 clusters Score -409442.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -409907.531250 Penalty: 2875.812256
	Iteration 4F: 3 clusters Score -409907.5 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -410539.937500 Penalty: 2875.812256
	Iteration 5F: 3 clusters Score -410539.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -411167.656250 Penalty: 2875.812256
	Iteration 6F: 3 clusters Score -411167.7 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -411672.125000 Penalty: 2875.812256
	Iteration 7F: 3 clusters Score -411672.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -411989.000000 Penalty: 2875.812256
	Iteration 8Q: 3 clusters Score -411989 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -412170.531250 Penalty: 2875.812256
	Iteration 9Q: 3 clusters Score -412170.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -412266.218750 Penalty: 2875.812256
	Iteration 10Q: 3 clusters Score -412266.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -412305.937500 Penalty: 2875.812256
	Iteration 11Q: 3 clusters Score -412305.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -412331.531250 Penalty: 2875.812256
	Iteration 12Q: 3 clusters Score -412331.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -412344.375000 Penalty: 2875.812256
	Iteration 13Q: 3 clusters Score -412344.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -412355.375000 Penalty: 2875.812256
	Iteration 14Q: 3 clusters Score -412355.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -412363.125000 Penalty: 2875.812256
	Iteration 15Q: 3 clusters Score -412363.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -412368.687500 Penalty: 2875.812256
	Iteration 16Q: 3 clusters Score -412368.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -412371.562500 Penalty: 2875.812256
	Iteration 17Q: 3 clusters Score -412371.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -412377.062500 Penalty: 2875.812256
	Iteration 18Q: 3 clusters Score -412377.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -412378.156250 Penalty: 2875.812256
	Iteration 19Q: 3 clusters Score -412378.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -412380.125000 Penalty: 2875.812256
	Iteration 20F: 3 clusters Score -412380.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -412381.156250 Penalty: 2875.812256
	Iteration 21Q: 3 clusters Score -412381.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -412382.125000 Penalty: 2875.812256
	Iteration 22Q: 3 clusters Score -412382.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -412385.781250 Penalty: 2875.812256
	Iteration 23Q: 3 clusters Score -412385.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -412388.812500 Penalty: 2875.812256
	Iteration 24Q: 3 clusters Score -412388.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -412391.968750 Penalty: 2875.812256
	Iteration 25Q: 3 clusters Score -412392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -412392.093750 Penalty: 2875.812256
	Iteration 26Q: 3 clusters Score -412392.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -412394.156250 Penalty: 2875.812256
	Iteration 27Q: 3 clusters Score -412394.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -412394.718750 Penalty: 2875.812256
	Iteration 28Q: 3 clusters Score -412394.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -412395.687500 Penalty: 2875.812256
	Iteration 29Q: 3 clusters Score -412395.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -412396.125000 Penalty: 2875.812256
	Iteration 30Q: 3 clusters Score -412396.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -412397.281250 Penalty: 2875.812256
	Iteration 31Q: 3 clusters Score -412397.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -412398.031250 Penalty: 2875.812256
	Iteration 32Q: 3 clusters Score -412398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -412399.093750 Penalty: 2875.812256
	Iteration 33Q: 3 clusters Score -412399.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -412398.937500 Penalty: 2875.812256
	Iteration 34Q: 3 clusters Score -412398.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -412400.125000 Penalty: 2875.812256
	Iteration 35Q: 3 clusters Score -412400.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -412400.718750 Penalty: 2875.812256
	Iteration 36Q: 3 clusters Score -412400.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -412401.187500 Penalty: 2875.812256
	Iteration 37Q: 3 clusters Score -412401.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -412401.406250 Penalty: 2875.812256
	Iteration 38Q: 3 clusters Score -412401.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -412401.406250 Penalty: 2875.812256
	Iteration 39F: 3 clusters Score -412401.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 925 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 15107 members 
Mstep: Class 5 contains 777 members 
Mstep: Class 6 contains 4766 members 
Mstep: Class 7 contains 5791 members 
Mstep: Class 8 contains 2094 members 
Mstep: Class 9 contains 22143 members 
Mstep: Class 10 contains 6086 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 1353 members 
Mstep: Class 13 contains 15529 members 
Mstep: Class 14 contains 59002 members 
Mstep: Class 15 contains 2359 members 
Mstep: Class 16 contains 7149 members 
Mstep: Class 17 contains 4533 members 
Mstep: Class 18 contains 8413 members 
Mstep: Class 19 contains 142300 members 
Mstep: Class 20 contains 8330 members 
Mstep: Class 21 contains 3375 members 
Mstep: Class 22 contains 8773 members 
Mstep: Class 23 contains 5612 members 
Entering Unmasked Estep 
Score: -21315196.000000 Penalty: 47814.824219
Splitting cluster 12 changes total score from -21313958.000000 to -21315196.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (15529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Entering Unmasked Estep 
Score: -927882.187500 Penalty: 1568.200439
	Iteration 0F: 2 clusters Score -927882.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -917162.000000 Penalty: 3136.400879
	Iteration 0F: 3 clusters Score -917162 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -921628.937500 Penalty: 3136.400879
	Iteration 1F: 3 clusters Score -921628.9 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -922816.875000 Penalty: 3136.400879
	Iteration 2F: 3 clusters Score -922816.9 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -924075.312500 Penalty: 3136.400879
	Iteration 3F: 3 clusters Score -924075.3 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -925318.250000 Penalty: 3136.400879
	Iteration 4F: 3 clusters Score -925318.2 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -926284.437500 Penalty: 3136.400879
	Iteration 5F: 3 clusters Score -926284.4 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -926967.187500 Penalty: 3136.400879
	Iteration 6F: 3 clusters Score -926967.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -927427.750000 Penalty: 3136.400879
	Iteration 7Q: 3 clusters Score -927427.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -927746.000000 Penalty: 3136.400879
	Iteration 8Q: 3 clusters Score -927746 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -927962.437500 Penalty: 3136.400879
	Iteration 9Q: 3 clusters Score -927962.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -928099.000000 Penalty: 3136.400879
	Iteration 10Q: 3 clusters Score -928099 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -928175.500000 Penalty: 3136.400879
	Iteration 11Q: 3 clusters Score -928175.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -928222.250000 Penalty: 3136.400879
	Iteration 12Q: 3 clusters Score -928222.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -928256.062500 Penalty: 3136.400879
	Iteration 13Q: 3 clusters Score -928256.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -928279.875000 Penalty: 3136.400879
	Iteration 14Q: 3 clusters Score -928279.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -928303.125000 Penalty: 3136.400879
	Iteration 15Q: 3 clusters Score -928303.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -928320.562500 Penalty: 3136.400879
	Iteration 16Q: 3 clusters Score -928320.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -928332.625000 Penalty: 3136.400879
	Iteration 17Q: 3 clusters Score -928332.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -928346.562500 Penalty: 3136.400879
	Iteration 18Q: 3 clusters Score -928346.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -928354.375000 Penalty: 3136.400879
	Iteration 19Q: 3 clusters Score -928354.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -928361.062500 Penalty: 3136.400879
	Iteration 20F: 3 clusters Score -928361.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -928363.500000 Penalty: 3136.400879
	Iteration 21Q: 3 clusters Score -928363.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -928364.625000 Penalty: 3136.400879
	Iteration 22Q: 3 clusters Score -928364.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -928368.312500 Penalty: 3136.400879
	Iteration 23Q: 3 clusters Score -928368.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -928373.687500 Penalty: 3136.400879
	Iteration 24Q: 3 clusters Score -928373.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -928373.750000 Penalty: 3136.400879
	Iteration 25Q: 3 clusters Score -928373.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -928378.187500 Penalty: 3136.400879
	Iteration 26Q: 3 clusters Score -928378.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -928382.562500 Penalty: 3136.400879
	Iteration 27Q: 3 clusters Score -928382.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -928385.750000 Penalty: 3136.400879
	Iteration 28Q: 3 clusters Score -928385.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -928386.562500 Penalty: 3136.400879
	Iteration 29Q: 3 clusters Score -928386.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -928388.875000 Penalty: 3136.400879
	Iteration 30Q: 3 clusters Score -928388.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -928390.500000 Penalty: 3136.400879
	Iteration 31Q: 3 clusters Score -928390.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -928392.687500 Penalty: 3136.400879
	Iteration 32Q: 3 clusters Score -928392.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -928392.437500 Penalty: 3136.400879
	Iteration 33Q: 3 clusters Score -928392.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -928392.687500 Penalty: 3136.400879
	Iteration 34Q: 3 clusters Score -928392.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -928392.375000 Penalty: 3136.400879
	Iteration 35Q: 3 clusters Score -928392.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -928392.937500 Penalty: 3136.400879
	Iteration 36Q: 3 clusters Score -928392.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -928393.000000 Penalty: 3136.400879
	Iteration 37Q: 3 clusters Score -928393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -928392.937500 Penalty: 3136.400879
	Iteration 38Q: 3 clusters Score -928392.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -928393.187500 Penalty: 3136.400879
	Iteration 39Q: 3 clusters Score -928393.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -928393.875000 Penalty: 3136.400879
	Iteration 40F: 3 clusters Score -928393.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -928393.062500 Penalty: 3136.400879
	Iteration 41Q: 3 clusters Score -928393.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -928393.125000 Penalty: 3136.400879
	Iteration 42Q: 3 clusters Score -928393.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -928393.687500 Penalty: 3136.400879
	Iteration 43Q: 3 clusters Score -928393.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -928392.250000 Penalty: 3136.400879
	Iteration 44Q: 3 clusters Score -928392.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -928392.250000 Penalty: 3136.400879
	Iteration 45F: 3 clusters Score -928392.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 925 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 15107 members 
Mstep: Class 5 contains 777 members 
Mstep: Class 6 contains 4766 members 
Mstep: Class 7 contains 5791 members 
Mstep: Class 8 contains 2094 members 
Mstep: Class 9 contains 22143 members 
Mstep: Class 10 contains 6086 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 1353 members 
Mstep: Class 13 contains 13806 members 
Mstep: Class 14 contains 59002 members 
Mstep: Class 15 contains 2359 members 
Mstep: Class 16 contains 7149 members 
Mstep: Class 17 contains 4533 members 
Mstep: Class 18 contains 8413 members 
Mstep: Class 19 contains 142300 members 
Mstep: Class 20 contains 8330 members 
Mstep: Class 21 contains 3375 members 
Mstep: Class 22 contains 8773 members 
Mstep: Class 23 contains 5612 members 
Mstep: Class 24 contains 1723 members 
Entering Unmasked Estep 
Score: -21315180.000000 Penalty: 49893.730469
Splitting cluster 13 changes total score from -21313958.000000 to -21315180.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (59002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Entering Unmasked Estep 
Score: -3797167.500000 Penalty: 1785.115601
	Iteration 0F: 2 clusters Score -3797168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -3757628.250000 Penalty: 3570.231201
	Iteration 0F: 3 clusters Score -3757628 nChanged 28093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -3773783.500000 Penalty: 3570.231201
	Iteration 1F: 3 clusters Score -3773784 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -3774390.500000 Penalty: 3570.231201
	Iteration 2Q: 3 clusters Score -3774390 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -3775186.500000 Penalty: 3570.231201
	Iteration 3Q: 3 clusters Score -3775186 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -3776097.000000 Penalty: 3570.231201
	Iteration 4Q: 3 clusters Score -3776097 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -3777304.500000 Penalty: 3570.231201
	Iteration 5Q: 3 clusters Score -3777304 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -3778946.250000 Penalty: 3570.231201
	Iteration 6F: 3 clusters Score -3778946 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -3781026.500000 Penalty: 3570.231201
	Iteration 7F: 3 clusters Score -3781026 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -3783462.500000 Penalty: 3570.231201
	Iteration 8F: 3 clusters Score -3783462 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -3785803.250000 Penalty: 3570.231201
	Iteration 9F: 3 clusters Score -3785803 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -3787316.750000 Penalty: 3570.231201
	Iteration 10Q: 3 clusters Score -3787317 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -3788101.750000 Penalty: 3570.231201
	Iteration 11Q: 3 clusters Score -3788102 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -3788459.500000 Penalty: 3570.231201
	Iteration 12Q: 3 clusters Score -3788460 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -3788759.000000 Penalty: 3570.231201
	Iteration 13Q: 3 clusters Score -3788759 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -3789078.000000 Penalty: 3570.231201
	Iteration 14Q: 3 clusters Score -3789078 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -3789417.000000 Penalty: 3570.231201
	Iteration 15Q: 3 clusters Score -3789417 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3789795.000000 Penalty: 3570.231201
	Iteration 16Q: 3 clusters Score -3789795 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -3790168.750000 Penalty: 3570.231201
	Iteration 17Q: 3 clusters Score -3790169 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3790586.750000 Penalty: 3570.231201
	Iteration 18Q: 3 clusters Score -3790587 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -3791020.000000 Penalty: 3570.231201
	Iteration 19Q: 3 clusters Score -3791020 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -3791499.750000 Penalty: 3570.231201
	Iteration 20F: 3 clusters Score -3791500 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -3792007.000000 Penalty: 3570.231201
	Iteration 21Q: 3 clusters Score -3792007 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49503 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -3792530.750000 Penalty: 3570.231201
	Iteration 22Q: 3 clusters Score -3792531 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -3793055.000000 Penalty: 3570.231201
	Iteration 23Q: 3 clusters Score -3793055 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -3793611.750000 Penalty: 3570.231201
	Iteration 24Q: 3 clusters Score -3793612 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -3794097.000000 Penalty: 3570.231201
	Iteration 25Q: 3 clusters Score -3794097 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52928 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -3794544.000000 Penalty: 3570.231201
	Iteration 26Q: 3 clusters Score -3794544 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -3794892.000000 Penalty: 3570.231201
	Iteration 27Q: 3 clusters Score -3794892 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -3795133.750000 Penalty: 3570.231201
	Iteration 28Q: 3 clusters Score -3795134 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -3795315.500000 Penalty: 3570.231201
	Iteration 29Q: 3 clusters Score -3795316 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54912 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -3795461.500000 Penalty: 3570.231201
	Iteration 30Q: 3 clusters Score -3795462 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -3795583.500000 Penalty: 3570.231201
	Iteration 31Q: 3 clusters Score -3795584 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3795661.000000 Penalty: 3570.231201
	Iteration 32Q: 3 clusters Score -3795661 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3795734.500000 Penalty: 3570.231201
	Iteration 33Q: 3 clusters Score -3795734 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55893 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3795786.000000 Penalty: 3570.231201
	Iteration 34Q: 3 clusters Score -3795786 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56039 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -3795818.500000 Penalty: 3570.231201
	Iteration 35Q: 3 clusters Score -3795818 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56172 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3795851.500000 Penalty: 3570.231201
	Iteration 36Q: 3 clusters Score -3795852 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56276 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3795869.250000 Penalty: 3570.231201
	Iteration 37Q: 3 clusters Score -3795869 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3795884.250000 Penalty: 3570.231201
	Iteration 38Q: 3 clusters Score -3795884 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56426 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -3795901.500000 Penalty: 3570.231201
	Iteration 39Q: 3 clusters Score -3795902 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56487 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3795918.000000 Penalty: 3570.231201
	Iteration 40F: 3 clusters Score -3795918 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56539 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3795913.250000 Penalty: 3570.231201
	Iteration 41Q: 3 clusters Score -3795913 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3795937.000000 Penalty: 3570.231201
	Iteration 42Q: 3 clusters Score -3795937 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3795947.500000 Penalty: 3570.231201
	Iteration 43Q: 3 clusters Score -3795948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3795953.000000 Penalty: 3570.231201
	Iteration 44Q: 3 clusters Score -3795953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3795964.250000 Penalty: 3570.231201
	Iteration 45Q: 3 clusters Score -3795964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56713 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3795966.750000 Penalty: 3570.231201
	Iteration 46Q: 3 clusters Score -3795967 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3795973.750000 Penalty: 3570.231201
	Iteration 47Q: 3 clusters Score -3795974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56789 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3795983.000000 Penalty: 3570.231201
	Iteration 48Q: 3 clusters Score -3795983 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56818 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3795981.750000 Penalty: 3570.231201
	Iteration 49Q: 3 clusters Score -3795982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3795994.000000 Penalty: 3570.231201
	Iteration 50Q: 3 clusters Score -3795994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56861 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3796001.000000 Penalty: 3570.231201
	Iteration 51Q: 3 clusters Score -3796001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56879 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3796005.250000 Penalty: 3570.231201
	Iteration 52Q: 3 clusters Score -3796005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3796006.000000 Penalty: 3570.231201
	Iteration 53Q: 3 clusters Score -3796006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3796005.500000 Penalty: 3570.231201
	Iteration 54Q: 3 clusters Score -3796006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3796007.750000 Penalty: 3570.231201
	Iteration 55Q: 3 clusters Score -3796008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56933 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3796006.750000 Penalty: 3570.231201
	Iteration 56Q: 3 clusters Score -3796007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56945 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3796006.500000 Penalty: 3570.231201
	Iteration 57Q: 3 clusters Score -3796006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3796013.750000 Penalty: 3570.231201
	Iteration 58Q: 3 clusters Score -3796014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56966 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3796019.750000 Penalty: 3570.231201
	Iteration 59Q: 3 clusters Score -3796020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56978 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3796018.750000 Penalty: 3570.231201
	Iteration 60F: 3 clusters Score -3796019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56989 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3796019.750000 Penalty: 3570.231201
	Iteration 61Q: 3 clusters Score -3796020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3796018.750000 Penalty: 3570.231201
	Iteration 62Q: 3 clusters Score -3796019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3796025.750000 Penalty: 3570.231201
	Iteration 63Q: 3 clusters Score -3796026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57030 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3796026.250000 Penalty: 3570.231201
	Iteration 64Q: 3 clusters Score -3796026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57044 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3796028.500000 Penalty: 3570.231201
	Iteration 65Q: 3 clusters Score -3796028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57053 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3796026.500000 Penalty: 3570.231201
	Iteration 66Q: 3 clusters Score -3796026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57060 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3796029.500000 Penalty: 3570.231201
	Iteration 67Q: 3 clusters Score -3796030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57067 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3796025.500000 Penalty: 3570.231201
	Iteration 68Q: 3 clusters Score -3796026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3796022.750000 Penalty: 3570.231201
	Iteration 69Q: 3 clusters Score -3796023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57083 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3796027.250000 Penalty: 3570.231201
	Iteration 70Q: 3 clusters Score -3796027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57090 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3796022.250000 Penalty: 3570.231201
	Iteration 71Q: 3 clusters Score -3796022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57093 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3796023.750000 Penalty: 3570.231201
	Iteration 72Q: 3 clusters Score -3796024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57096 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3796022.000000 Penalty: 3570.231201
	Iteration 73Q: 3 clusters Score -3796022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57099 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3796025.250000 Penalty: 3570.231201
	Iteration 74Q: 3 clusters Score -3796025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3796027.500000 Penalty: 3570.231201
	Iteration 75Q: 3 clusters Score -3796028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57110 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3796025.000000 Penalty: 3570.231201
	Iteration 76Q: 3 clusters Score -3796025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3796027.250000 Penalty: 3570.231201
	Iteration 77Q: 3 clusters Score -3796027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57123 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3796030.250000 Penalty: 3570.231201
	Iteration 78Q: 3 clusters Score -3796030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57125 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3796030.750000 Penalty: 3570.231201
	Iteration 79Q: 3 clusters Score -3796031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57130 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3796032.250000 Penalty: 3570.231201
	Iteration 80F: 3 clusters Score -3796032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57136 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3796028.250000 Penalty: 3570.231201
	Iteration 81Q: 3 clusters Score -3796028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3796028.750000 Penalty: 3570.231201
	Iteration 82Q: 3 clusters Score -3796029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57141 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3796030.250000 Penalty: 3570.231201
	Iteration 83Q: 3 clusters Score -3796030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57142 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3796030.000000 Penalty: 3570.231201
	Iteration 84Q: 3 clusters Score -3796030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57143 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3796032.000000 Penalty: 3570.231201
	Iteration 85Q: 3 clusters Score -3796032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3796032.500000 Penalty: 3570.231201
	Iteration 86Q: 3 clusters Score -3796032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3796032.500000 Penalty: 3570.231201
	Iteration 87F: 3 clusters Score -3796032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Entering Unmasked Estep 
Score: -145583.937500 Penalty: 1261.973877
	Iteration 0F: 2 clusters Score -145583.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -143260.109375 Penalty: 2523.947754
	Iteration 0F: 3 clusters Score -143260.1 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -143777.515625 Penalty: 2523.947754
	Iteration 1F: 3 clusters Score -143777.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -143887.296875 Penalty: 2523.947754
	Iteration 2F: 3 clusters Score -143887.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -143944.781250 Penalty: 2523.947754
	Iteration 3Q: 3 clusters Score -143944.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -143989.859375 Penalty: 2523.947754
	Iteration 4Q: 3 clusters Score -143989.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -144020.171875 Penalty: 2523.947754
	Iteration 5Q: 3 clusters Score -144020.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -144047.062500 Penalty: 2523.947754
	Iteration 6Q: 3 clusters Score -144047.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -144063.781250 Penalty: 2523.947754
	Iteration 7Q: 3 clusters Score -144063.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -144078.468750 Penalty: 2523.947754
	Iteration 8Q: 3 clusters Score -144078.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -144091.218750 Penalty: 2523.947754
	Iteration 9Q: 3 clusters Score -144091.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -144100.234375 Penalty: 2523.947754
	Iteration 10Q: 3 clusters Score -144100.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -144106.843750 Penalty: 2523.947754
	Iteration 11Q: 3 clusters Score -144106.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -144120.000000 Penalty: 2523.947754
	Iteration 12Q: 3 clusters Score -144120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -144136.281250 Penalty: 2523.947754
	Iteration 13Q: 3 clusters Score -144136.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -144151.359375 Penalty: 2523.947754
	Iteration 14Q: 3 clusters Score -144151.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -144166.281250 Penalty: 2523.947754
	Iteration 15Q: 3 clusters Score -144166.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -144182.218750 Penalty: 2523.947754
	Iteration 16Q: 3 clusters Score -144182.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -144193.125000 Penalty: 2523.947754
	Iteration 17Q: 3 clusters Score -144193.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -144201.281250 Penalty: 2523.947754
	Iteration 18Q: 3 clusters Score -144201.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -144212.890625 Penalty: 2523.947754
	Iteration 19Q: 3 clusters Score -144212.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -144230.593750 Penalty: 2523.947754
	Iteration 20F: 3 clusters Score -144230.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -144261.562500 Penalty: 2523.947754
	Iteration 21Q: 3 clusters Score -144261.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -144293.421875 Penalty: 2523.947754
	Iteration 22Q: 3 clusters Score -144293.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -144319.718750 Penalty: 2523.947754
	Iteration 23Q: 3 clusters Score -144319.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -144342.250000 Penalty: 2523.947754
	Iteration 24Q: 3 clusters Score -144342.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -144364.140625 Penalty: 2523.947754
	Iteration 25Q: 3 clusters Score -144364.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -144378.984375 Penalty: 2523.947754
	Iteration 26Q: 3 clusters Score -144379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -144392.421875 Penalty: 2523.947754
	Iteration 27Q: 3 clusters Score -144392.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -144405.281250 Penalty: 2523.947754
	Iteration 28Q: 3 clusters Score -144405.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -144417.046875 Penalty: 2523.947754
	Iteration 29Q: 3 clusters Score -144417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -144423.906250 Penalty: 2523.947754
	Iteration 30Q: 3 clusters Score -144423.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -144430.328125 Penalty: 2523.947754
	Iteration 31Q: 3 clusters Score -144430.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -144433.687500 Penalty: 2523.947754
	Iteration 32Q: 3 clusters Score -144433.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -144434.609375 Penalty: 2523.947754
	Iteration 33Q: 3 clusters Score -144434.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -144435.234375 Penalty: 2523.947754
	Iteration 34Q: 3 clusters Score -144435.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -144435.281250 Penalty: 2523.947754
	Iteration 35Q: 3 clusters Score -144435.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -144435.281250 Penalty: 2523.947754
	Iteration 36F: 3 clusters Score -144435.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Entering Unmasked Estep 
Score: -421662.343750 Penalty: 1442.143311
	Iteration 0F: 2 clusters Score -421662.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -416368.781250 Penalty: 2884.286621
	Iteration 0F: 3 clusters Score -416368.8 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -417946.687500 Penalty: 2884.286621
	Iteration 1F: 3 clusters Score -417946.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -418191.843750 Penalty: 2884.286621
	Iteration 2F: 3 clusters Score -418191.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -418408.093750 Penalty: 2884.286621
	Iteration 3F: 3 clusters Score -418408.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -418671.375000 Penalty: 2884.286621
	Iteration 4Q: 3 clusters Score -418671.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -418964.187500 Penalty: 2884.286621
	Iteration 5F: 3 clusters Score -418964.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -419218.156250 Penalty: 2884.286621
	Iteration 6F: 3 clusters Score -419218.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -419416.687500 Penalty: 2884.286621
	Iteration 7Q: 3 clusters Score -419416.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -419636.375000 Penalty: 2884.286621
	Iteration 8F: 3 clusters Score -419636.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -419872.500000 Penalty: 2884.286621
	Iteration 9Q: 3 clusters Score -419872.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -420080.875000 Penalty: 2884.286621
	Iteration 10Q: 3 clusters Score -420080.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -420289.187500 Penalty: 2884.286621
	Iteration 11Q: 3 clusters Score -420289.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -420478.906250 Penalty: 2884.286621
	Iteration 12Q: 3 clusters Score -420478.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -420623.468750 Penalty: 2884.286621
	Iteration 13Q: 3 clusters Score -420623.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -420742.406250 Penalty: 2884.286621
	Iteration 14Q: 3 clusters Score -420742.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -420850.156250 Penalty: 2884.286621
	Iteration 15Q: 3 clusters Score -420850.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -420937.562500 Penalty: 2884.286621
	Iteration 16Q: 3 clusters Score -420937.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -421010.406250 Penalty: 2884.286621
	Iteration 17Q: 3 clusters Score -421010.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -421077.125000 Penalty: 2884.286621
	Iteration 18Q: 3 clusters Score -421077.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -421137.968750 Penalty: 2884.286621
	Iteration 19Q: 3 clusters Score -421138 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -421182.437500 Penalty: 2884.286621
	Iteration 20F: 3 clusters Score -421182.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -421213.593750 Penalty: 2884.286621
	Iteration 21Q: 3 clusters Score -421213.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -421235.500000 Penalty: 2884.286621
	Iteration 22Q: 3 clusters Score -421235.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -421244.281250 Penalty: 2884.286621
	Iteration 23Q: 3 clusters Score -421244.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -421251.093750 Penalty: 2884.286621
	Iteration 24Q: 3 clusters Score -421251.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -421257.687500 Penalty: 2884.286621
	Iteration 25Q: 3 clusters Score -421257.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -421260.125000 Penalty: 2884.286621
	Iteration 26Q: 3 clusters Score -421260.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -421262.531250 Penalty: 2884.286621
	Iteration 27Q: 3 clusters Score -421262.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -421263.906250 Penalty: 2884.286621
	Iteration 28Q: 3 clusters Score -421263.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -421265.312500 Penalty: 2884.286621
	Iteration 29Q: 3 clusters Score -421265.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -421265.312500 Penalty: 2884.286621
	Iteration 30F: 3 clusters Score -421265.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Entering Unmasked Estep 
Score: -289091.656250 Penalty: 1368.110107
	Iteration 0F: 2 clusters Score -289091.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -285387.000000 Penalty: 2736.220215
	Iteration 0F: 3 clusters Score -285387 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -286408.781250 Penalty: 2736.220215
	Iteration 1F: 3 clusters Score -286408.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -286592.656250 Penalty: 2736.220215
	Iteration 2F: 3 clusters Score -286592.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -286729.562500 Penalty: 2736.220215
	Iteration 3F: 3 clusters Score -286729.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -286827.968750 Penalty: 2736.220215
	Iteration 4Q: 3 clusters Score -286828 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -286948.593750 Penalty: 2736.220215
	Iteration 5Q: 3 clusters Score -286948.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -287093.062500 Penalty: 2736.220215
	Iteration 6Q: 3 clusters Score -287093.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -287219.281250 Penalty: 2736.220215
	Iteration 7Q: 3 clusters Score -287219.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -287337.875000 Penalty: 2736.220215
	Iteration 8Q: 3 clusters Score -287337.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -287463.531250 Penalty: 2736.220215
	Iteration 9Q: 3 clusters Score -287463.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -287571.843750 Penalty: 2736.220215
	Iteration 10Q: 3 clusters Score -287571.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -287658.906250 Penalty: 2736.220215
	Iteration 11Q: 3 clusters Score -287658.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -287736.281250 Penalty: 2736.220215
	Iteration 12Q: 3 clusters Score -287736.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -287803.187500 Penalty: 2736.220215
	Iteration 13Q: 3 clusters Score -287803.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -287868.500000 Penalty: 2736.220215
	Iteration 14Q: 3 clusters Score -287868.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -287908.343750 Penalty: 2736.220215
	Iteration 15Q: 3 clusters Score -287908.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -287941.093750 Penalty: 2736.220215
	Iteration 16Q: 3 clusters Score -287941.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -287973.937500 Penalty: 2736.220215
	Iteration 17Q: 3 clusters Score -287973.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -287997.343750 Penalty: 2736.220215
	Iteration 18Q: 3 clusters Score -287997.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -288016.718750 Penalty: 2736.220215
	Iteration 19Q: 3 clusters Score -288016.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -288031.250000 Penalty: 2736.220215
	Iteration 20F: 3 clusters Score -288031.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -288045.218750 Penalty: 2736.220215
	Iteration 21Q: 3 clusters Score -288045.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -288051.656250 Penalty: 2736.220215
	Iteration 22Q: 3 clusters Score -288051.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -288057.718750 Penalty: 2736.220215
	Iteration 23Q: 3 clusters Score -288057.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -288058.218750 Penalty: 2736.220215
	Iteration 24Q: 3 clusters Score -288058.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -288058.500000 Penalty: 2736.220215
	Iteration 25Q: 3 clusters Score -288058.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -288058.500000 Penalty: 2736.220215
	Iteration 26F: 3 clusters Score -288058.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Entering Unmasked Estep 
Score: -555753.875000 Penalty: 1468.599243
	Iteration 0F: 2 clusters Score -555753.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -549564.562500 Penalty: 2937.198486
	Iteration 0F: 3 clusters Score -549564.6 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -551520.750000 Penalty: 2937.198486
	Iteration 1F: 3 clusters Score -551520.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -551744.062500 Penalty: 2937.198486
	Iteration 2F: 3 clusters Score -551744.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -551933.562500 Penalty: 2937.198486
	Iteration 3Q: 3 clusters Score -551933.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -552120.812500 Penalty: 2937.198486
	Iteration 4Q: 3 clusters Score -552120.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -552306.062500 Penalty: 2937.198486
	Iteration 5Q: 3 clusters Score -552306.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -552504.812500 Penalty: 2937.198486
	Iteration 6Q: 3 clusters Score -552504.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -552711.250000 Penalty: 2937.198486
	Iteration 7Q: 3 clusters Score -552711.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -552917.375000 Penalty: 2937.198486
	Iteration 8Q: 3 clusters Score -552917.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -553143.500000 Penalty: 2937.198486
	Iteration 9Q: 3 clusters Score -553143.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -553391.000000 Penalty: 2937.198486
	Iteration 10Q: 3 clusters Score -553391 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -553649.062500 Penalty: 2937.198486
	Iteration 11Q: 3 clusters Score -553649.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -553867.062500 Penalty: 2937.198486
	Iteration 12Q: 3 clusters Score -553867.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -554026.687500 Penalty: 2937.198486
	Iteration 13Q: 3 clusters Score -554026.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -554160.625000 Penalty: 2937.198486
	Iteration 14Q: 3 clusters Score -554160.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -554265.062500 Penalty: 2937.198486
	Iteration 15Q: 3 clusters Score -554265.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -554333.062500 Penalty: 2937.198486
	Iteration 16Q: 3 clusters Score -554333.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -554384.812500 Penalty: 2937.198486
	Iteration 17Q: 3 clusters Score -554384.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -554438.687500 Penalty: 2937.198486
	Iteration 18Q: 3 clusters Score -554438.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -554484.000000 Penalty: 2937.198486
	Iteration 19Q: 3 clusters Score -554484 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -554515.000000 Penalty: 2937.198486
	Iteration 20F: 3 clusters Score -554515 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -554538.625000 Penalty: 2937.198486
	Iteration 21Q: 3 clusters Score -554538.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -554568.375000 Penalty: 2937.198486
	Iteration 22Q: 3 clusters Score -554568.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -554596.437500 Penalty: 2937.198486
	Iteration 23Q: 3 clusters Score -554596.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -554619.875000 Penalty: 2937.198486
	Iteration 24Q: 3 clusters Score -554619.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -554643.000000 Penalty: 2937.198486
	Iteration 25Q: 3 clusters Score -554643 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -554655.750000 Penalty: 2937.198486
	Iteration 26Q: 3 clusters Score -554655.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -554672.875000 Penalty: 2937.198486
	Iteration 27Q: 3 clusters Score -554672.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -554687.000000 Penalty: 2937.198486
	Iteration 28Q: 3 clusters Score -554687 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -554702.750000 Penalty: 2937.198486
	Iteration 29Q: 3 clusters Score -554702.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -554720.812500 Penalty: 2937.198486
	Iteration 30Q: 3 clusters Score -554720.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -554736.500000 Penalty: 2937.198486
	Iteration 31Q: 3 clusters Score -554736.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -554752.875000 Penalty: 2937.198486
	Iteration 32Q: 3 clusters Score -554752.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -554763.187500 Penalty: 2937.198486
	Iteration 33Q: 3 clusters Score -554763.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -554774.750000 Penalty: 2937.198486
	Iteration 34Q: 3 clusters Score -554774.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -554794.000000 Penalty: 2937.198486
	Iteration 35Q: 3 clusters Score -554794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -554812.125000 Penalty: 2937.198486
	Iteration 36Q: 3 clusters Score -554812.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -554825.062500 Penalty: 2937.198486
	Iteration 37Q: 3 clusters Score -554825.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -554834.500000 Penalty: 2937.198486
	Iteration 38Q: 3 clusters Score -554834.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -554842.062500 Penalty: 2937.198486
	Iteration 39Q: 3 clusters Score -554842.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -554847.937500 Penalty: 2937.198486
	Iteration 40F: 3 clusters Score -554847.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -554853.250000 Penalty: 2937.198486
	Iteration 41Q: 3 clusters Score -554853.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -554856.625000 Penalty: 2937.198486
	Iteration 42Q: 3 clusters Score -554856.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -554857.812500 Penalty: 2937.198486
	Iteration 43Q: 3 clusters Score -554857.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -554859.187500 Penalty: 2937.198486
	Iteration 44Q: 3 clusters Score -554859.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -554861.250000 Penalty: 2937.198486
	Iteration 45Q: 3 clusters Score -554861.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -554865.062500 Penalty: 2937.198486
	Iteration 46Q: 3 clusters Score -554865.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -554867.562500 Penalty: 2937.198486
	Iteration 47Q: 3 clusters Score -554867.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -554868.062500 Penalty: 2937.198486
	Iteration 48Q: 3 clusters Score -554868.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -554871.187500 Penalty: 2937.198486
	Iteration 49Q: 3 clusters Score -554871.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -554872.500000 Penalty: 2937.198486
	Iteration 50Q: 3 clusters Score -554872.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -554873.562500 Penalty: 2937.198486
	Iteration 51Q: 3 clusters Score -554873.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -554873.750000 Penalty: 2937.198486
	Iteration 52Q: 3 clusters Score -554873.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -554872.750000 Penalty: 2937.198486
	Iteration 53Q: 3 clusters Score -554872.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -554873.625000 Penalty: 2937.198486
	Iteration 54Q: 3 clusters Score -554873.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -554873.812500 Penalty: 2937.198486
	Iteration 55Q: 3 clusters Score -554873.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -554874.750000 Penalty: 2937.198486
	Iteration 56Q: 3 clusters Score -554874.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -554876.000000 Penalty: 2937.198486
	Iteration 57Q: 3 clusters Score -554876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -554880.437500 Penalty: 2937.198486
	Iteration 58Q: 3 clusters Score -554880.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -554880.562500 Penalty: 2937.198486
	Iteration 59Q: 3 clusters Score -554880.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -554881.875000 Penalty: 2937.198486
	Iteration 60F: 3 clusters Score -554881.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -554883.500000 Penalty: 2937.198486
	Iteration 61Q: 3 clusters Score -554883.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -554884.000000 Penalty: 2937.198486
	Iteration 62Q: 3 clusters Score -554884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -554886.062500 Penalty: 2937.198486
	Iteration 63Q: 3 clusters Score -554886.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -554888.875000 Penalty: 2937.198486
	Iteration 64Q: 3 clusters Score -554888.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -554892.625000 Penalty: 2937.198486
	Iteration 65Q: 3 clusters Score -554892.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -554894.250000 Penalty: 2937.198486
	Iteration 66Q: 3 clusters Score -554894.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -554896.000000 Penalty: 2937.198486
	Iteration 67Q: 3 clusters Score -554896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -554896.875000 Penalty: 2937.198486
	Iteration 68Q: 3 clusters Score -554896.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -554900.562500 Penalty: 2937.198486
	Iteration 69Q: 3 clusters Score -554900.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -554904.812500 Penalty: 2937.198486
	Iteration 70Q: 3 clusters Score -554904.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -554909.625000 Penalty: 2937.198486
	Iteration 71Q: 3 clusters Score -554909.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -554914.437500 Penalty: 2937.198486
	Iteration 72Q: 3 clusters Score -554914.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -554918.562500 Penalty: 2937.198486
	Iteration 73Q: 3 clusters Score -554918.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -554920.750000 Penalty: 2937.198486
	Iteration 74Q: 3 clusters Score -554920.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -554925.625000 Penalty: 2937.198486
	Iteration 75Q: 3 clusters Score -554925.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -554930.000000 Penalty: 2937.198486
	Iteration 76Q: 3 clusters Score -554930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -554931.187500 Penalty: 2937.198486
	Iteration 77Q: 3 clusters Score -554931.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -554932.250000 Penalty: 2937.198486
	Iteration 78Q: 3 clusters Score -554932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -554933.500000 Penalty: 2937.198486
	Iteration 79Q: 3 clusters Score -554933.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -554933.250000 Penalty: 2937.198486
	Iteration 80F: 3 clusters Score -554933.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (142300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142300 members 
Entering Unmasked Estep 
Score: -8623234.000000 Penalty: 1928.175171
	Iteration 0F: 2 clusters Score -8623234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71139 members 
Mstep: Class 2 contains 71161 members 
Entering Unmasked Estep 
Score: -8527891.000000 Penalty: 3856.350342
	Iteration 0F: 3 clusters Score -8527891 nChanged 68412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71891 members 
Mstep: Class 2 contains 70409 members 
Entering Unmasked Estep 
Score: -8568572.000000 Penalty: 3856.350342
	Iteration 1F: 3 clusters Score -8568572 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72711 members 
Mstep: Class 2 contains 69589 members 
Entering Unmasked Estep 
Score: -8569756.000000 Penalty: 3856.350342
	Iteration 2Q: 3 clusters Score -8569756 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73803 members 
Mstep: Class 2 contains 68497 members 
Entering Unmasked Estep 
Score: -8571225.000000 Penalty: 3856.350342
	Iteration 3Q: 3 clusters Score -8571225 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75214 members 
Mstep: Class 2 contains 67086 members 
Entering Unmasked Estep 
Score: -8572963.000000 Penalty: 3856.350342
	Iteration 4Q: 3 clusters Score -8572963 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76885 members 
Mstep: Class 2 contains 65415 members 
Entering Unmasked Estep 
Score: -8575065.000000 Penalty: 3856.350342
	Iteration 5Q: 3 clusters Score -8575065 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78824 members 
Mstep: Class 2 contains 63476 members 
Entering Unmasked Estep 
Score: -8577881.000000 Penalty: 3856.350342
	Iteration 6Q: 3 clusters Score -8577881 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81141 members 
Mstep: Class 2 contains 61159 members 
Entering Unmasked Estep 
Score: -8581306.000000 Penalty: 3856.350342
	Iteration 7Q: 3 clusters Score -8581306 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83682 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
Score: -8585955.000000 Penalty: 3856.350342
	Iteration 8F: 3 clusters Score -8585955 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86121 members 
Mstep: Class 2 contains 56179 members 
Entering Unmasked Estep 
Score: -8591427.000000 Penalty: 3856.350342
	Iteration 9F: 3 clusters Score -8591427 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88065 members 
Mstep: Class 2 contains 54235 members 
Entering Unmasked Estep 
Score: -8596302.000000 Penalty: 3856.350342
	Iteration 10F: 3 clusters Score -8596302 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89641 members 
Mstep: Class 2 contains 52659 members 
Entering Unmasked Estep 
Score: -8599123.000000 Penalty: 3856.350342
	Iteration 11Q: 3 clusters Score -8599123 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91241 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -8600502.000000 Penalty: 3856.350342
	Iteration 12Q: 3 clusters Score -8600502 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92945 members 
Mstep: Class 2 contains 49355 members 
Entering Unmasked Estep 
Score: -8601465.000000 Penalty: 3856.350342
	Iteration 13Q: 3 clusters Score -8601465 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94772 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -8602493.000000 Penalty: 3856.350342
	Iteration 14Q: 3 clusters Score -8602493 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96719 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -8603626.000000 Penalty: 3856.350342
	Iteration 15Q: 3 clusters Score -8603626 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98608 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -8604863.000000 Penalty: 3856.350342
	Iteration 16Q: 3 clusters Score -8604863 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100498 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -8606054.000000 Penalty: 3856.350342
	Iteration 17Q: 3 clusters Score -8606054 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102332 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -8607461.000000 Penalty: 3856.350342
	Iteration 18Q: 3 clusters Score -8607461 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104098 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -8608897.000000 Penalty: 3856.350342
	Iteration 19Q: 3 clusters Score -8608897 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105779 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -8610291.000000 Penalty: 3856.350342
	Iteration 20F: 3 clusters Score -8610291 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107239 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -8611626.000000 Penalty: 3856.350342
	Iteration 21Q: 3 clusters Score -8611626 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108562 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -8613025.000000 Penalty: 3856.350342
	Iteration 22Q: 3 clusters Score -8613025 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109673 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -8614178.000000 Penalty: 3856.350342
	Iteration 23Q: 3 clusters Score -8614178 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110578 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -8615066.000000 Penalty: 3856.350342
	Iteration 24Q: 3 clusters Score -8615066 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111322 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -8615757.000000 Penalty: 3856.350342
	Iteration 25Q: 3 clusters Score -8615757 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111937 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -8616304.000000 Penalty: 3856.350342
	Iteration 26Q: 3 clusters Score -8616304 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112446 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -8616585.000000 Penalty: 3856.350342
	Iteration 27Q: 3 clusters Score -8616585 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112832 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -8616775.000000 Penalty: 3856.350342
	Iteration 28Q: 3 clusters Score -8616775 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113166 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -8616814.000000 Penalty: 3856.350342
	Iteration 29Q: 3 clusters Score -8616814 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113439 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -8616910.000000 Penalty: 3856.350342
	Iteration 30Q: 3 clusters Score -8616910 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113669 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -8616964.000000 Penalty: 3856.350342
	Iteration 31Q: 3 clusters Score -8616964 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113924 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -8616990.000000 Penalty: 3856.350342
	Iteration 32Q: 3 clusters Score -8616990 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114175 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -8617024.000000 Penalty: 3856.350342
	Iteration 33Q: 3 clusters Score -8617024 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114413 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -8616990.000000 Penalty: 3856.350342
	Iteration 34Q: 3 clusters Score -8616990 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114644 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -8617020.000000 Penalty: 3856.350342
	Iteration 35Q: 3 clusters Score -8617020 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114872 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -8617037.000000 Penalty: 3856.350342
	Iteration 36Q: 3 clusters Score -8617037 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115083 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -8617035.000000 Penalty: 3856.350342
	Iteration 37Q: 3 clusters Score -8617035 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115328 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -8617062.000000 Penalty: 3856.350342
	Iteration 38Q: 3 clusters Score -8617062 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115587 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -8617038.000000 Penalty: 3856.350342
	Iteration 39Q: 3 clusters Score -8617038 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115844 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -8617042.000000 Penalty: 3856.350342
	Iteration 40F: 3 clusters Score -8617042 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116117 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -8617085.000000 Penalty: 3856.350342
	Iteration 41Q: 3 clusters Score -8617085 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116401 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -8617111.000000 Penalty: 3856.350342
	Iteration 42Q: 3 clusters Score -8617111 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116686 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -8617120.000000 Penalty: 3856.350342
	Iteration 43Q: 3 clusters Score -8617120 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116965 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -8617145.000000 Penalty: 3856.350342
	Iteration 44Q: 3 clusters Score -8617145 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117255 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -8617200.000000 Penalty: 3856.350342
	Iteration 45Q: 3 clusters Score -8617200 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117556 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -8617227.000000 Penalty: 3856.350342
	Iteration 46Q: 3 clusters Score -8617227 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117873 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -8617265.000000 Penalty: 3856.350342
	Iteration 47Q: 3 clusters Score -8617265 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118214 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -8617278.000000 Penalty: 3856.350342
	Iteration 48Q: 3 clusters Score -8617278 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118561 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -8617264.000000 Penalty: 3856.350342
	Iteration 49Q: 3 clusters Score -8617264 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118911 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -8617304.000000 Penalty: 3856.350342
	Iteration 50Q: 3 clusters Score -8617304 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119268 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -8617328.000000 Penalty: 3856.350342
	Iteration 51Q: 3 clusters Score -8617328 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119651 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -8617356.000000 Penalty: 3856.350342
	Iteration 52Q: 3 clusters Score -8617356 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120035 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -8617413.000000 Penalty: 3856.350342
	Iteration 53Q: 3 clusters Score -8617413 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120458 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -8617456.000000 Penalty: 3856.350342
	Iteration 54Q: 3 clusters Score -8617456 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120928 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -8617502.000000 Penalty: 3856.350342
	Iteration 55Q: 3 clusters Score -8617502 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121474 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -8617597.000000 Penalty: 3856.350342
	Iteration 56Q: 3 clusters Score -8617597 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122075 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -8617689.000000 Penalty: 3856.350342
	Iteration 57Q: 3 clusters Score -8617689 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122677 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -8617765.000000 Penalty: 3856.350342
	Iteration 58Q: 3 clusters Score -8617765 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123287 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -8617857.000000 Penalty: 3856.350342
	Iteration 59Q: 3 clusters Score -8617857 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123914 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -8617985.000000 Penalty: 3856.350342
	Iteration 60F: 3 clusters Score -8617985 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124525 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -8618118.000000 Penalty: 3856.350342
	Iteration 61Q: 3 clusters Score -8618118 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125210 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -8618241.000000 Penalty: 3856.350342
	Iteration 62Q: 3 clusters Score -8618241 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125939 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -8618374.000000 Penalty: 3856.350342
	Iteration 63Q: 3 clusters Score -8618374 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126740 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -8618526.000000 Penalty: 3856.350342
	Iteration 64Q: 3 clusters Score -8618526 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127549 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -8618697.000000 Penalty: 3856.350342
	Iteration 65Q: 3 clusters Score -8618697 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128396 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -8618899.000000 Penalty: 3856.350342
	Iteration 66Q: 3 clusters Score -8618899 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129229 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -8619108.000000 Penalty: 3856.350342
	Iteration 67Q: 3 clusters Score -8619108 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130050 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -8619265.000000 Penalty: 3856.350342
	Iteration 68Q: 3 clusters Score -8619265 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130862 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -8619486.000000 Penalty: 3856.350342
	Iteration 69Q: 3 clusters Score -8619486 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131674 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -8619715.000000 Penalty: 3856.350342
	Iteration 70Q: 3 clusters Score -8619715 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132457 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -8619907.000000 Penalty: 3856.350342
	Iteration 71Q: 3 clusters Score -8619907 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133208 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -8620085.000000 Penalty: 3856.350342
	Iteration 72Q: 3 clusters Score -8620085 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133933 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -8620296.000000 Penalty: 3856.350342
	Iteration 73Q: 3 clusters Score -8620296 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134609 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -8620483.000000 Penalty: 3856.350342
	Iteration 74Q: 3 clusters Score -8620483 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135241 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -8620644.000000 Penalty: 3856.350342
	Iteration 75Q: 3 clusters Score -8620644 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135783 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -8620756.000000 Penalty: 3856.350342
	Iteration 76Q: 3 clusters Score -8620756 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136278 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -8620875.000000 Penalty: 3856.350342
	Iteration 77Q: 3 clusters Score -8620875 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136726 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -8621019.000000 Penalty: 3856.350342
	Iteration 78Q: 3 clusters Score -8621019 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137124 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -8621079.000000 Penalty: 3856.350342
	Iteration 79Q: 3 clusters Score -8621079 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137486 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -8621172.000000 Penalty: 3856.350342
	Iteration 80F: 3 clusters Score -8621172 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137797 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -8621234.000000 Penalty: 3856.350342
	Iteration 81Q: 3 clusters Score -8621234 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138078 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -8621292.000000 Penalty: 3856.350342
	Iteration 82Q: 3 clusters Score -8621292 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138309 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -8621353.000000 Penalty: 3856.350342
	Iteration 83Q: 3 clusters Score -8621353 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138504 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -8621389.000000 Penalty: 3856.350342
	Iteration 84Q: 3 clusters Score -8621389 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138681 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -8621444.000000 Penalty: 3856.350342
	Iteration 85Q: 3 clusters Score -8621444 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138830 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -8621440.000000 Penalty: 3856.350342
	Iteration 86Q: 3 clusters Score -8621440 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138955 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -8621451.000000 Penalty: 3856.350342
	Iteration 87Q: 3 clusters Score -8621451 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139074 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -8621467.000000 Penalty: 3856.350342
	Iteration 88Q: 3 clusters Score -8621467 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139164 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -8621491.000000 Penalty: 3856.350342
	Iteration 89Q: 3 clusters Score -8621491 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139253 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -8621527.000000 Penalty: 3856.350342
	Iteration 90Q: 3 clusters Score -8621527 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139336 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -8621529.000000 Penalty: 3856.350342
	Iteration 91Q: 3 clusters Score -8621529 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139412 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -8621545.000000 Penalty: 3856.350342
	Iteration 92Q: 3 clusters Score -8621545 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139496 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -8621563.000000 Penalty: 3856.350342
	Iteration 93Q: 3 clusters Score -8621563 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139554 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -8621570.000000 Penalty: 3856.350342
	Iteration 94Q: 3 clusters Score -8621570 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139616 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -8621586.000000 Penalty: 3856.350342
	Iteration 95Q: 3 clusters Score -8621586 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139685 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -8621612.000000 Penalty: 3856.350342
	Iteration 96Q: 3 clusters Score -8621612 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139757 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -8621616.000000 Penalty: 3856.350342
	Iteration 97Q: 3 clusters Score -8621616 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139822 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -8621631.000000 Penalty: 3856.350342
	Iteration 98Q: 3 clusters Score -8621631 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139870 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -8621658.000000 Penalty: 3856.350342
	Iteration 99Q: 3 clusters Score -8621658 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139923 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -8621665.000000 Penalty: 3856.350342
	Iteration 100F: 3 clusters Score -8621665 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139977 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -8621681.000000 Penalty: 3856.350342
	Iteration 101Q: 3 clusters Score -8621681 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140030 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -8621687.000000 Penalty: 3856.350342
	Iteration 102Q: 3 clusters Score -8621687 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140068 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -8621691.000000 Penalty: 3856.350342
	Iteration 103Q: 3 clusters Score -8621691 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140106 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -8621695.000000 Penalty: 3856.350342
	Iteration 104Q: 3 clusters Score -8621695 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140142 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -8621709.000000 Penalty: 3856.350342
	Iteration 105Q: 3 clusters Score -8621709 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140169 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -8621731.000000 Penalty: 3856.350342
	Iteration 106Q: 3 clusters Score -8621731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140191 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -8621740.000000 Penalty: 3856.350342
	Iteration 107Q: 3 clusters Score -8621740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140221 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -8621737.000000 Penalty: 3856.350342
	Iteration 108Q: 3 clusters Score -8621737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140240 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8621743.000000 Penalty: 3856.350342
	Iteration 109Q: 3 clusters Score -8621743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140256 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -8621744.000000 Penalty: 3856.350342
	Iteration 110Q: 3 clusters Score -8621744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140264 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -8621748.000000 Penalty: 3856.350342
	Iteration 111Q: 3 clusters Score -8621748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140287 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -8621754.000000 Penalty: 3856.350342
	Iteration 112Q: 3 clusters Score -8621754 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140312 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -8621750.000000 Penalty: 3856.350342
	Iteration 113Q: 3 clusters Score -8621750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140342 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -8621766.000000 Penalty: 3856.350342
	Iteration 114Q: 3 clusters Score -8621766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140363 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8621771.000000 Penalty: 3856.350342
	Iteration 115Q: 3 clusters Score -8621771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140383 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8621789.000000 Penalty: 3856.350342
	Iteration 116Q: 3 clusters Score -8621789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140396 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -8621791.000000 Penalty: 3856.350342
	Iteration 117Q: 3 clusters Score -8621791 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140416 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -8621800.000000 Penalty: 3856.350342
	Iteration 118Q: 3 clusters Score -8621800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140434 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8621805.000000 Penalty: 3856.350342
	Iteration 119Q: 3 clusters Score -8621805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140446 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -8621806.000000 Penalty: 3856.350342
	Iteration 120F: 3 clusters Score -8621806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140454 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -8621809.000000 Penalty: 3856.350342
	Iteration 121Q: 3 clusters Score -8621809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140468 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -8621812.000000 Penalty: 3856.350342
	Iteration 122Q: 3 clusters Score -8621812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140476 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -8621812.000000 Penalty: 3856.350342
	Iteration 123Q: 3 clusters Score -8621812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140481 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -8621816.000000 Penalty: 3856.350342
	Iteration 124Q: 3 clusters Score -8621816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140484 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -8621818.000000 Penalty: 3856.350342
	Iteration 125Q: 3 clusters Score -8621818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140485 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -8621807.000000 Penalty: 3856.350342
	Iteration 126Q: 3 clusters Score -8621807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140492 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8621818.000000 Penalty: 3856.350342
	Iteration 127Q: 3 clusters Score -8621818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140495 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -8621823.000000 Penalty: 3856.350342
	Iteration 128Q: 3 clusters Score -8621823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140500 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -8621824.000000 Penalty: 3856.350342
	Iteration 129Q: 3 clusters Score -8621824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140503 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -8621820.000000 Penalty: 3856.350342
	Iteration 130Q: 3 clusters Score -8621820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140506 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -8621819.000000 Penalty: 3856.350342
	Iteration 131Q: 3 clusters Score -8621819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140506 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -8621818.000000 Penalty: 3856.350342
	Iteration 132Q: 3 clusters Score -8621818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140508 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -8621817.000000 Penalty: 3856.350342
	Iteration 133Q: 3 clusters Score -8621817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140509 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -8621821.000000 Penalty: 3856.350342
	Iteration 134Q: 3 clusters Score -8621821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140513 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -8621823.000000 Penalty: 3856.350342
	Iteration 135Q: 3 clusters Score -8621823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140517 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -8621819.000000 Penalty: 3856.350342
	Iteration 136Q: 3 clusters Score -8621819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140517 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -8621819.000000 Penalty: 3856.350342
	Iteration 137F: 3 clusters Score -8621819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Entering Unmasked Estep 
Score: -507400.500000 Penalty: 1466.988037
	Iteration 0F: 2 clusters Score -507400.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -501313.750000 Penalty: 2933.976074
	Iteration 0F: 3 clusters Score -501313.8 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -503287.218750 Penalty: 2933.976074
	Iteration 1F: 3 clusters Score -503287.2 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -503653.781250 Penalty: 2933.976074
	Iteration 2F: 3 clusters Score -503653.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -504021.281250 Penalty: 2933.976074
	Iteration 3F: 3 clusters Score -504021.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -504439.656250 Penalty: 2933.976074
	Iteration 4F: 3 clusters Score -504439.7 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -504914.781250 Penalty: 2933.976074
	Iteration 5F: 3 clusters Score -504914.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -505401.656250 Penalty: 2933.976074
	Iteration 6F: 3 clusters Score -505401.7 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -505821.218750 Penalty: 2933.976074
	Iteration 7F: 3 clusters Score -505821.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -506158.000000 Penalty: 2933.976074
	Iteration 8Q: 3 clusters Score -506158 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -506420.906250 Penalty: 2933.976074
	Iteration 9Q: 3 clusters Score -506420.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -506569.406250 Penalty: 2933.976074
	Iteration 10Q: 3 clusters Score -506569.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -506648.031250 Penalty: 2933.976074
	Iteration 11Q: 3 clusters Score -506648 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -506698.343750 Penalty: 2933.976074
	Iteration 12Q: 3 clusters Score -506698.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -506726.218750 Penalty: 2933.976074
	Iteration 13Q: 3 clusters Score -506726.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -506752.750000 Penalty: 2933.976074
	Iteration 14Q: 3 clusters Score -506752.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -506775.687500 Penalty: 2933.976074
	Iteration 15Q: 3 clusters Score -506775.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -506787.781250 Penalty: 2933.976074
	Iteration 16Q: 3 clusters Score -506787.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -506797.312500 Penalty: 2933.976074
	Iteration 17Q: 3 clusters Score -506797.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -506808.156250 Penalty: 2933.976074
	Iteration 18Q: 3 clusters Score -506808.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -506816.562500 Penalty: 2933.976074
	Iteration 19Q: 3 clusters Score -506816.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -506820.156250 Penalty: 2933.976074
	Iteration 20F: 3 clusters Score -506820.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -506825.531250 Penalty: 2933.976074
	Iteration 21Q: 3 clusters Score -506825.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -506831.437500 Penalty: 2933.976074
	Iteration 22Q: 3 clusters Score -506831.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -506838.593750 Penalty: 2933.976074
	Iteration 23Q: 3 clusters Score -506838.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -506843.625000 Penalty: 2933.976074
	Iteration 24Q: 3 clusters Score -506843.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -506846.937500 Penalty: 2933.976074
	Iteration 25Q: 3 clusters Score -506846.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -506852.406250 Penalty: 2933.976074
	Iteration 26Q: 3 clusters Score -506852.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -506855.781250 Penalty: 2933.976074
	Iteration 27Q: 3 clusters Score -506855.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -506859.281250 Penalty: 2933.976074
	Iteration 28Q: 3 clusters Score -506859.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -506862.312500 Penalty: 2933.976074
	Iteration 29Q: 3 clusters Score -506862.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -506866.531250 Penalty: 2933.976074
	Iteration 30Q: 3 clusters Score -506866.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -506870.343750 Penalty: 2933.976074
	Iteration 31Q: 3 clusters Score -506870.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -506872.500000 Penalty: 2933.976074
	Iteration 32Q: 3 clusters Score -506872.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -506876.187500 Penalty: 2933.976074
	Iteration 33Q: 3 clusters Score -506876.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -506877.125000 Penalty: 2933.976074
	Iteration 34Q: 3 clusters Score -506877.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -506876.375000 Penalty: 2933.976074
	Iteration 35Q: 3 clusters Score -506876.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -506877.125000 Penalty: 2933.976074
	Iteration 36Q: 3 clusters Score -506877.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -506877.062500 Penalty: 2933.976074
	Iteration 37Q: 3 clusters Score -506877.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -506876.968750 Penalty: 2933.976074
	Iteration 38Q: 3 clusters Score -506877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -506878.375000 Penalty: 2933.976074
	Iteration 39Q: 3 clusters Score -506878.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -506879.156250 Penalty: 2933.976074
	Iteration 40F: 3 clusters Score -506879.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -506881.687500 Penalty: 2933.976074
	Iteration 41Q: 3 clusters Score -506881.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -506882.187500 Penalty: 2933.976074
	Iteration 42Q: 3 clusters Score -506882.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -506882.593750 Penalty: 2933.976074
	Iteration 43Q: 3 clusters Score -506882.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -506882.875000 Penalty: 2933.976074
	Iteration 44Q: 3 clusters Score -506882.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -506884.031250 Penalty: 2933.976074
	Iteration 45Q: 3 clusters Score -506884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -506883.750000 Penalty: 2933.976074
	Iteration 46Q: 3 clusters Score -506883.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -506884.000000 Penalty: 2933.976074
	Iteration 47Q: 3 clusters Score -506884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -506884.031250 Penalty: 2933.976074
	Iteration 48Q: 3 clusters Score -506884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -506883.593750 Penalty: 2933.976074
	Iteration 49Q: 3 clusters Score -506883.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -506883.593750 Penalty: 2933.976074
	Iteration 50F: 3 clusters Score -506883.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -218610.937500 Penalty: 1320.174438
	Iteration 0F: 2 clusters Score -218610.9 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 1671 members 
Entering Unmasked Estep 
Score: -215688.625000 Penalty: 2640.348877
	Iteration 0F: 3 clusters Score -215688.6 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -216371.796875 Penalty: 2640.348877
	Iteration 1F: 3 clusters Score -216371.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -216495.375000 Penalty: 2640.348877
	Iteration 2F: 3 clusters Score -216495.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -216548.406250 Penalty: 2640.348877
	Iteration 3Q: 3 clusters Score -216548.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -216581.812500 Penalty: 2640.348877
	Iteration 4Q: 3 clusters Score -216581.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -216607.765625 Penalty: 2640.348877
	Iteration 5Q: 3 clusters Score -216607.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -216628.671875 Penalty: 2640.348877
	Iteration 6Q: 3 clusters Score -216628.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -216644.312500 Penalty: 2640.348877
	Iteration 7Q: 3 clusters Score -216644.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -216656.281250 Penalty: 2640.348877
	Iteration 8Q: 3 clusters Score -216656.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -216671.406250 Penalty: 2640.348877
	Iteration 9Q: 3 clusters Score -216671.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -216686.578125 Penalty: 2640.348877
	Iteration 10Q: 3 clusters Score -216686.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -216700.359375 Penalty: 2640.348877
	Iteration 11Q: 3 clusters Score -216700.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -216712.375000 Penalty: 2640.348877
	Iteration 12Q: 3 clusters Score -216712.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -216723.625000 Penalty: 2640.348877
	Iteration 13Q: 3 clusters Score -216723.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -216732.234375 Penalty: 2640.348877
	Iteration 14Q: 3 clusters Score -216732.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -216738.984375 Penalty: 2640.348877
	Iteration 15Q: 3 clusters Score -216739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -216746.281250 Penalty: 2640.348877
	Iteration 16Q: 3 clusters Score -216746.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -216751.265625 Penalty: 2640.348877
	Iteration 17Q: 3 clusters Score -216751.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -216758.625000 Penalty: 2640.348877
	Iteration 18Q: 3 clusters Score -216758.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -216764.500000 Penalty: 2640.348877
	Iteration 19Q: 3 clusters Score -216764.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -216769.406250 Penalty: 2640.348877
	Iteration 20F: 3 clusters Score -216769.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -216776.250000 Penalty: 2640.348877
	Iteration 21Q: 3 clusters Score -216776.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -216780.015625 Penalty: 2640.348877
	Iteration 22Q: 3 clusters Score -216780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -216785.593750 Penalty: 2640.348877
	Iteration 23Q: 3 clusters Score -216785.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -216792.937500 Penalty: 2640.348877
	Iteration 24Q: 3 clusters Score -216792.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -216799.656250 Penalty: 2640.348877
	Iteration 25Q: 3 clusters Score -216799.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -216809.796875 Penalty: 2640.348877
	Iteration 26Q: 3 clusters Score -216809.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -216822.609375 Penalty: 2640.348877
	Iteration 27Q: 3 clusters Score -216822.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -216834.312500 Penalty: 2640.348877
	Iteration 28Q: 3 clusters Score -216834.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -216845.187500 Penalty: 2640.348877
	Iteration 29Q: 3 clusters Score -216845.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -216855.640625 Penalty: 2640.348877
	Iteration 30Q: 3 clusters Score -216855.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -216866.890625 Penalty: 2640.348877
	Iteration 31Q: 3 clusters Score -216866.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -216874.812500 Penalty: 2640.348877
	Iteration 32Q: 3 clusters Score -216874.8 nChanged 18
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: -216880.468750 Penalty: 2640.348877
	Iteration 33Q: 3 clusters Score -216880.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -216886.687500 Penalty: 2640.348877
	Iteration 34Q: 3 clusters Score -216886.7 nChanged 23
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: -216893.968750 Penalty: 2640.348877
	Iteration 35Q: 3 clusters Score -216894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -216904.593750 Penalty: 2640.348877
	Iteration 36Q: 3 clusters Score -216904.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -216913.515625 Penalty: 2640.348877
	Iteration 37Q: 3 clusters Score -216913.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -216928.000000 Penalty: 2640.348877
	Iteration 38Q: 3 clusters Score -216928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -216942.343750 Penalty: 2640.348877
	Iteration 39Q: 3 clusters Score -216942.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -216954.984375 Penalty: 2640.348877
	Iteration 40F: 3 clusters Score -216955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -216973.968750 Penalty: 2640.348877
	Iteration 41Q: 3 clusters Score -216974 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -216991.140625 Penalty: 2640.348877
	Iteration 42Q: 3 clusters Score -216991.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -217011.453125 Penalty: 2640.348877
	Iteration 43Q: 3 clusters Score -217011.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -217025.625000 Penalty: 2640.348877
	Iteration 44Q: 3 clusters Score -217025.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -217044.578125 Penalty: 2640.348877
	Iteration 45Q: 3 clusters Score -217044.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -217064.828125 Penalty: 2640.348877
	Iteration 46Q: 3 clusters Score -217064.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -217087.484375 Penalty: 2640.348877
	Iteration 47Q: 3 clusters Score -217087.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -217123.687500 Penalty: 2640.348877
	Iteration 48Q: 3 clusters Score -217123.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -217154.453125 Penalty: 2640.348877
	Iteration 49Q: 3 clusters Score -217154.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -217179.718750 Penalty: 2640.348877
	Iteration 50Q: 3 clusters Score -217179.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -217206.296875 Penalty: 2640.348877
	Iteration 51Q: 3 clusters Score -217206.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -217227.296875 Penalty: 2640.348877
	Iteration 52Q: 3 clusters Score -217227.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -217247.906250 Penalty: 2640.348877
	Iteration 53Q: 3 clusters Score -217247.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -217276.250000 Penalty: 2640.348877
	Iteration 54Q: 3 clusters Score -217276.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -217298.906250 Penalty: 2640.348877
	Iteration 55Q: 3 clusters Score -217298.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -217320.984375 Penalty: 2640.348877
	Iteration 56Q: 3 clusters Score -217321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -217346.671875 Penalty: 2640.348877
	Iteration 57Q: 3 clusters Score -217346.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -217375.046875 Penalty: 2640.348877
	Iteration 58Q: 3 clusters Score -217375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -217400.953125 Penalty: 2640.348877
	Iteration 59Q: 3 clusters Score -217401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -217420.546875 Penalty: 2640.348877
	Iteration 60F: 3 clusters Score -217420.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -217438.515625 Penalty: 2640.348877
	Iteration 61Q: 3 clusters Score -217438.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -217447.375000 Penalty: 2640.348877
	Iteration 62Q: 3 clusters Score -217447.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -217451.281250 Penalty: 2640.348877
	Iteration 63Q: 3 clusters Score -217451.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -217454.375000 Penalty: 2640.348877
	Iteration 64Q: 3 clusters Score -217454.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -217456.031250 Penalty: 2640.348877
	Iteration 65Q: 3 clusters Score -217456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -217458.781250 Penalty: 2640.348877
	Iteration 66Q: 3 clusters Score -217458.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -217461.703125 Penalty: 2640.348877
	Iteration 67Q: 3 clusters Score -217461.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -217464.875000 Penalty: 2640.348877
	Iteration 68Q: 3 clusters Score -217464.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -217467.359375 Penalty: 2640.348877
	Iteration 69Q: 3 clusters Score -217467.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -217469.156250 Penalty: 2640.348877
	Iteration 70Q: 3 clusters Score -217469.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -217473.500000 Penalty: 2640.348877
	Iteration 71Q: 3 clusters Score -217473.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -217476.453125 Penalty: 2640.348877
	Iteration 72Q: 3 clusters Score -217476.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -217477.046875 Penalty: 2640.348877
	Iteration 73Q: 3 clusters Score -217477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -217477.046875 Penalty: 2640.348877
	Iteration 74F: 3 clusters Score -217477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 925 members 
Mstep: Class 4 contains 15107 members 
Mstep: Class 5 contains 777 members 
Mstep: Class 6 contains 4766 members 
Mstep: Class 7 contains 5791 members 
Mstep: Class 8 contains 2094 members 
Mstep: Class 9 contains 22143 members 
Mstep: Class 10 contains 6086 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 1353 members 
Mstep: Class 13 contains 13806 members 
Mstep: Class 14 contains 59002 members 
Mstep: Class 15 contains 2359 members 
Mstep: Class 16 contains 7149 members 
Mstep: Class 17 contains 4533 members 
Mstep: Class 18 contains 8413 members 
Mstep: Class 19 contains 142300 members 
Mstep: Class 20 contains 8330 members 
Mstep: Class 21 contains 3375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21317112.000000 Penalty: 49893.730469
Iteration 39Q: 25 clusters Score -2.131711e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 2229 members 
Mstep: Class 4 contains 15746 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 4775 members 
Mstep: Class 7 contains 5784 members 
Mstep: Class 8 contains 2095 members 
Mstep: Class 9 contains 22351 members 
Mstep: Class 10 contains 6067 members 
Mstep: Class 11 contains 17366 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 13957 members 
Mstep: Class 14 contains 59428 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 7177 members 
Mstep: Class 17 contains 4637 members 
Mstep: Class 18 contains 8339 members 
Mstep: Class 19 contains 141109 members 
Mstep: Class 20 contains 8303 members 
Mstep: Class 21 contains 3389 members 
Mstep: Class 22 contains 8607 members 
Mstep: Class 23 contains 5390 members 
Mstep: Class 24 contains 1712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21320312.000000 Penalty: 49893.730469
Iteration 40F: 25 clusters Score -2.132031e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 905 members 
Mstep: Class 3 contains 2395 members 
Mstep: Class 4 contains 16103 members 
Mstep: Class 5 contains 848 members 
Mstep: Class 6 contains 4556 members 
Mstep: Class 7 contains 5824 members 
Mstep: Class 8 contains 2086 members 
Mstep: Class 9 contains 22824 members 
Mstep: Class 10 contains 6035 members 
Mstep: Class 11 contains 17515 members 
Mstep: Class 12 contains 1767 members 
Mstep: Class 13 contains 13856 members 
Mstep: Class 14 contains 59807 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 7205 members 
Mstep: Class 17 contains 4913 members 
Mstep: Class 18 contains 8223 members 
Mstep: Class 19 contains 139626 members 
Mstep: Class 20 contains 8272 members 
Mstep: Class 21 contains 3422 members 
Mstep: Class 22 contains 8705 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 1819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21322518.000000 Penalty: 49893.730469
Iteration 41Q: 25 clusters Score -2.132252e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 890 members 
Mstep: Class 3 contains 2466 members 
Mstep: Class 4 contains 16398 members 
Mstep: Class 5 contains 862 members 
Mstep: Class 6 contains 4542 members 
Mstep: Class 7 contains 5823 members 
Mstep: Class 8 contains 2050 members 
Mstep: Class 9 contains 23259 members 
Mstep: Class 10 contains 5988 members 
Mstep: Class 11 contains 17671 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 13782 members 
Mstep: Class 14 contains 60179 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 7241 members 
Mstep: Class 17 contains 5100 members 
Mstep: Class 18 contains 8115 members 
Mstep: Class 19 contains 138444 members 
Mstep: Class 20 contains 8227 members 
Mstep: Class 21 contains 3428 members 
Mstep: Class 22 contains 8722 members 
Mstep: Class 23 contains 5653 members 
Mstep: Class 24 contains 1870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21324164.000000 Penalty: 49893.730469
Iteration 42Q: 25 clusters Score -2.132416e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 882 members 
Mstep: Class 3 contains 2513 members 
Mstep: Class 4 contains 16625 members 
Mstep: Class 5 contains 870 members 
Mstep: Class 6 contains 4558 members 
Mstep: Class 7 contains 5793 members 
Mstep: Class 8 contains 2020 members 
Mstep: Class 9 contains 23711 members 
Mstep: Class 10 contains 5933 members 
Mstep: Class 11 contains 17814 members 
Mstep: Class 12 contains 2351 members 
Mstep: Class 13 contains 13692 members 
Mstep: Class 14 contains 60519 members 
Mstep: Class 15 contains 2339 members 
Mstep: Class 16 contains 7241 members 
Mstep: Class 17 contains 5247 members 
Mstep: Class 18 contains 7998 members 
Mstep: Class 19 contains 137435 members 
Mstep: Class 20 contains 8178 members 
Mstep: Class 21 contains 3443 members 
Mstep: Class 22 contains 8716 members 
Mstep: Class 23 contains 5723 members 
Mstep: Class 24 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21325190.000000 Penalty: 49893.730469
Iteration 43Q: 25 clusters Score -2.132519e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 879 members 
Mstep: Class 3 contains 2545 members 
Mstep: Class 4 contains 16821 members 
Mstep: Class 5 contains 876 members 
Mstep: Class 6 contains 4589 members 
Mstep: Class 7 contains 5788 members 
Mstep: Class 8 contains 1992 members 
Mstep: Class 9 contains 24057 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 17939 members 
Mstep: Class 12 contains 2518 members 
Mstep: Class 13 contains 13600 members 
Mstep: Class 14 contains 60879 members 
Mstep: Class 15 contains 2411 members 
Mstep: Class 16 contains 7237 members 
Mstep: Class 17 contains 5380 members 
Mstep: Class 18 contains 7864 members 
Mstep: Class 19 contains 136549 members 
Mstep: Class 20 contains 8143 members 
Mstep: Class 21 contains 3449 members 
Mstep: Class 22 contains 8701 members 
Mstep: Class 23 contains 5776 members 
Mstep: Class 24 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21325910.000000 Penalty: 49893.730469
Iteration 44Q: 25 clusters Score -2.132591e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 875 members 
Mstep: Class 3 contains 2564 members 
Mstep: Class 4 contains 17030 members 
Mstep: Class 5 contains 877 members 
Mstep: Class 6 contains 4611 members 
Mstep: Class 7 contains 5772 members 
Mstep: Class 8 contains 1963 members 
Mstep: Class 9 contains 24382 members 
Mstep: Class 10 contains 5830 members 
Mstep: Class 11 contains 18077 members 
Mstep: Class 12 contains 2620 members 
Mstep: Class 13 contains 13511 members 
Mstep: Class 14 contains 61209 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 7235 members 
Mstep: Class 17 contains 5518 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 135713 members 
Mstep: Class 20 contains 8114 members 
Mstep: Class 21 contains 3456 members 
Mstep: Class 22 contains 8686 members 
Mstep: Class 23 contains 5830 members 
Mstep: Class 24 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21326294.000000 Penalty: 49893.730469
Iteration 45Q: 25 clusters Score -2.132629e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 867 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 17220 members 
Mstep: Class 5 contains 883 members 
Mstep: Class 6 contains 4629 members 
Mstep: Class 7 contains 5730 members 
Mstep: Class 8 contains 1936 members 
Mstep: Class 9 contains 24682 members 
Mstep: Class 10 contains 5791 members 
Mstep: Class 11 contains 18198 members 
Mstep: Class 12 contains 2717 members 
Mstep: Class 13 contains 13428 members 
Mstep: Class 14 contains 61489 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 7216 members 
Mstep: Class 17 contains 5658 members 
Mstep: Class 18 contains 7571 members 
Mstep: Class 19 contains 134997 members 
Mstep: Class 20 contains 8100 members 
Mstep: Class 21 contains 3452 members 
Mstep: Class 22 contains 8681 members 
Mstep: Class 23 contains 5888 members 
Mstep: Class 24 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21326752.000000 Penalty: 49893.730469
Iteration 46Q: 25 clusters Score -2.132675e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 862 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 17405 members 
Mstep: Class 5 contains 888 members 
Mstep: Class 6 contains 4643 members 
Mstep: Class 7 contains 5708 members 
Mstep: Class 8 contains 1913 members 
Mstep: Class 9 contains 24943 members 
Mstep: Class 10 contains 5754 members 
Mstep: Class 11 contains 18299 members 
Mstep: Class 12 contains 2824 members 
Mstep: Class 13 contains 13351 members 
Mstep: Class 14 contains 61761 members 
Mstep: Class 15 contains 2559 members 
Mstep: Class 16 contains 7207 members 
Mstep: Class 17 contains 5788 members 
Mstep: Class 18 contains 7436 members 
Mstep: Class 19 contains 134344 members 
Mstep: Class 20 contains 8071 members 
Mstep: Class 21 contains 3443 members 
Mstep: Class 22 contains 8685 members 
Mstep: Class 23 contains 5931 members 
Mstep: Class 24 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21327088.000000 Penalty: 49893.730469
Iteration 47Q: 25 clusters Score -2.132709e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 855 members 
Mstep: Class 3 contains 2620 members 
Mstep: Class 4 contains 17551 members 
Mstep: Class 5 contains 890 members 
Mstep: Class 6 contains 4658 members 
Mstep: Class 7 contains 5700 members 
Mstep: Class 8 contains 1896 members 
Mstep: Class 9 contains 25179 members 
Mstep: Class 10 contains 5711 members 
Mstep: Class 11 contains 18397 members 
Mstep: Class 12 contains 2908 members 
Mstep: Class 13 contains 13283 members 
Mstep: Class 14 contains 62011 members 
Mstep: Class 15 contains 2598 members 
Mstep: Class 16 contains 7206 members 
Mstep: Class 17 contains 5901 members 
Mstep: Class 18 contains 7292 members 
Mstep: Class 19 contains 133772 members 
Mstep: Class 20 contains 8055 members 
Mstep: Class 21 contains 3434 members 
Mstep: Class 22 contains 8699 members 
Mstep: Class 23 contains 5965 members 
Mstep: Class 24 contains 2008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21327456.000000 Penalty: 49893.730469
Iteration 48Q: 25 clusters Score -2.132746e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 845 members 
Mstep: Class 3 contains 2639 members 
Mstep: Class 4 contains 17713 members 
Mstep: Class 5 contains 891 members 
Mstep: Class 6 contains 4668 members 
Mstep: Class 7 contains 5673 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 25405 members 
Mstep: Class 10 contains 5667 members 
Mstep: Class 11 contains 18508 members 
Mstep: Class 12 contains 2981 members 
Mstep: Class 13 contains 13225 members 
Mstep: Class 14 contains 62250 members 
Mstep: Class 15 contains 2633 members 
Mstep: Class 16 contains 7192 members 
Mstep: Class 17 contains 6013 members 
Mstep: Class 18 contains 7142 members 
Mstep: Class 19 contains 133216 members 
Mstep: Class 20 contains 8047 members 
Mstep: Class 21 contains 3427 members 
Mstep: Class 22 contains 8710 members 
Mstep: Class 23 contains 5995 members 
Mstep: Class 24 contains 2017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21327734.000000 Penalty: 49893.730469
Iteration 49Q: 25 clusters Score -2.132773e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 2646 members 
Mstep: Class 4 contains 17865 members 
Mstep: Class 5 contains 893 members 
Mstep: Class 6 contains 4672 members 
Mstep: Class 7 contains 5647 members 
Mstep: Class 8 contains 1880 members 
Mstep: Class 9 contains 25606 members 
Mstep: Class 10 contains 5639 members 
Mstep: Class 11 contains 18634 members 
Mstep: Class 12 contains 3039 members 
Mstep: Class 13 contains 13184 members 
Mstep: Class 14 contains 62481 members 
Mstep: Class 15 contains 2671 members 
Mstep: Class 16 contains 7172 members 
Mstep: Class 17 contains 6094 members 
Mstep: Class 18 contains 7012 members 
Mstep: Class 19 contains 132722 members 
Mstep: Class 20 contains 8026 members 
Mstep: Class 21 contains 3421 members 
Mstep: Class 22 contains 8714 members 
Mstep: Class 23 contains 6028 members 
Mstep: Class 24 contains 2024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21327820.000000 Penalty: 49893.730469
Iteration 50Q: 25 clusters Score -2.132782e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 819 members 
Mstep: Class 3 contains 2659 members 
Mstep: Class 4 contains 17997 members 
Mstep: Class 5 contains 896 members 
Mstep: Class 6 contains 4677 members 
Mstep: Class 7 contains 5604 members 
Mstep: Class 8 contains 1869 members 
Mstep: Class 9 contains 25786 members 
Mstep: Class 10 contains 5610 members 
Mstep: Class 11 contains 18772 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 13135 members 
Mstep: Class 14 contains 62705 members 
Mstep: Class 15 contains 2698 members 
Mstep: Class 16 contains 7150 members 
Mstep: Class 17 contains 6171 members 
Mstep: Class 18 contains 6877 members 
Mstep: Class 19 contains 132276 members 
Mstep: Class 20 contains 8018 members 
Mstep: Class 21 contains 3411 members 
Mstep: Class 22 contains 8708 members 
Mstep: Class 23 contains 6067 members 
Mstep: Class 24 contains 2036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21327974.000000 Penalty: 49893.730469
Iteration 51Q: 25 clusters Score -2.132797e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 807 members 
Mstep: Class 3 contains 2671 members 
Mstep: Class 4 contains 18106 members 
Mstep: Class 5 contains 898 members 
Mstep: Class 6 contains 4680 members 
Mstep: Class 7 contains 5576 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 25961 members 
Mstep: Class 10 contains 5588 members 
Mstep: Class 11 contains 18859 members 
Mstep: Class 12 contains 3162 members 
Mstep: Class 13 contains 13079 members 
Mstep: Class 14 contains 62902 members 
Mstep: Class 15 contains 2711 members 
Mstep: Class 16 contains 7139 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 6768 members 
Mstep: Class 19 contains 131879 members 
Mstep: Class 20 contains 8004 members 
Mstep: Class 21 contains 3400 members 
Mstep: Class 22 contains 8698 members 
Mstep: Class 23 contains 6115 members 
Mstep: Class 24 contains 2053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21328046.000000 Penalty: 49893.730469
Iteration 52Q: 25 clusters Score -2.132805e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 800 members 
Mstep: Class 3 contains 2684 members 
Mstep: Class 4 contains 18189 members 
Mstep: Class 5 contains 901 members 
Mstep: Class 6 contains 4696 members 
Mstep: Class 7 contains 5554 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 26131 members 
Mstep: Class 10 contains 5559 members 
Mstep: Class 11 contains 18925 members 
Mstep: Class 12 contains 3233 members 
Mstep: Class 13 contains 13040 members 
Mstep: Class 14 contains 63083 members 
Mstep: Class 15 contains 2723 members 
Mstep: Class 16 contains 7126 members 
Mstep: Class 17 contains 6313 members 
Mstep: Class 18 contains 6664 members 
Mstep: Class 19 contains 131537 members 
Mstep: Class 20 contains 7990 members 
Mstep: Class 21 contains 3386 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 6159 members 
Mstep: Class 24 contains 2065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21328160.000000 Penalty: 49893.730469
Iteration 53Q: 25 clusters Score -2.132816e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 795 members 
Mstep: Class 3 contains 2692 members 
Mstep: Class 4 contains 18290 members 
Mstep: Class 5 contains 908 members 
Mstep: Class 6 contains 4707 members 
Mstep: Class 7 contains 5556 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 26292 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 18992 members 
Mstep: Class 12 contains 3297 members 
Mstep: Class 13 contains 13005 members 
Mstep: Class 14 contains 63249 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 7116 members 
Mstep: Class 17 contains 6391 members 
Mstep: Class 18 contains 6562 members 
Mstep: Class 19 contains 131195 members 
Mstep: Class 20 contains 7974 members 
Mstep: Class 21 contains 3364 members 
Mstep: Class 22 contains 8657 members 
Mstep: Class 23 contains 6180 members 
Mstep: Class 24 contains 2075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21328372.000000 Penalty: 49893.730469
Iteration 54Q: 25 clusters Score -2.132837e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 787 members 
Mstep: Class 3 contains 2706 members 
Mstep: Class 4 contains 18380 members 
Mstep: Class 5 contains 918 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 5574 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 26450 members 
Mstep: Class 10 contains 5492 members 
Mstep: Class 11 contains 19051 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 12961 members 
Mstep: Class 14 contains 63396 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 16 contains 7106 members 
Mstep: Class 17 contains 6479 members 
Mstep: Class 18 contains 6459 members 
Mstep: Class 19 contains 130857 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 3349 members 
Mstep: Class 22 contains 8656 members 
Mstep: Class 23 contains 6202 members 
Mstep: Class 24 contains 2078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21328634.000000 Penalty: 49893.730469
Iteration 55Q: 25 clusters Score -2.132863e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 781 members 
Mstep: Class 3 contains 2716 members 
Mstep: Class 4 contains 18456 members 
Mstep: Class 5 contains 924 members 
Mstep: Class 6 contains 4738 members 
Mstep: Class 7 contains 5574 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 26589 members 
Mstep: Class 10 contains 5463 members 
Mstep: Class 11 contains 19135 members 
Mstep: Class 12 contains 3425 members 
Mstep: Class 13 contains 12903 members 
Mstep: Class 14 contains 63550 members 
Mstep: Class 15 contains 2759 members 
Mstep: Class 16 contains 7090 members 
Mstep: Class 17 contains 6584 members 
Mstep: Class 18 contains 6336 members 
Mstep: Class 19 contains 130546 members 
Mstep: Class 20 contains 7960 members 
Mstep: Class 21 contains 3337 members 
Mstep: Class 22 contains 8653 members 
Mstep: Class 23 contains 6213 members 
Mstep: Class 24 contains 2089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21328804.000000 Penalty: 49893.730469
Iteration 56Q: 25 clusters Score -2.13288e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 772 members 
Mstep: Class 3 contains 2726 members 
Mstep: Class 4 contains 18529 members 
Mstep: Class 5 contains 926 members 
Mstep: Class 6 contains 4755 members 
Mstep: Class 7 contains 5579 members 
Mstep: Class 8 contains 1827 members 
Mstep: Class 9 contains 26726 members 
Mstep: Class 10 contains 5431 members 
Mstep: Class 11 contains 19197 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 12858 members 
Mstep: Class 14 contains 63671 members 
Mstep: Class 15 contains 2775 members 
Mstep: Class 16 contains 7077 members 
Mstep: Class 17 contains 6690 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 130242 members 
Mstep: Class 20 contains 7953 members 
Mstep: Class 21 contains 3327 members 
Mstep: Class 22 contains 8658 members 
Mstep: Class 23 contains 6236 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 25 clusters Score -2.132901e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 767 members 
Mstep: Class 3 contains 2737 members 
Mstep: Class 4 contains 18584 members 
Mstep: Class 5 contains 931 members 
Mstep: Class 6 contains 4775 members 
Mstep: Class 7 contains 5578 members 
Mstep: Class 8 contains 1822 members 
Mstep: Class 9 contains 26866 members 
Mstep: Class 10 contains 5404 members 
Mstep: Class 11 contains 19251 members 
Mstep: Class 12 contains 3545 members 
Mstep: Class 13 contains 12796 members 
Mstep: Class 14 contains 63791 members 
Mstep: Class 15 contains 2788 members 
Mstep: Class 16 contains 7066 members 
Mstep: Class 17 contains 6813 members 
Mstep: Class 18 contains 6106 members 
Mstep: Class 19 contains 129932 members 
Mstep: Class 20 contains 7935 members 
Mstep: Class 21 contains 3319 members 
Mstep: Class 22 contains 8656 members 
Mstep: Class 23 contains 6282 members 
Mstep: Class 24 contains 2119 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 25 clusters Score -2.132919e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 763 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 18632 members 
Mstep: Class 5 contains 937 members 
Mstep: Class 6 contains 4791 members 
Mstep: Class 7 contains 5589 members 
Mstep: Class 8 contains 1814 members 
Mstep: Class 9 contains 26974 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 3613 members 
Mstep: Class 13 contains 12728 members 
Mstep: Class 14 contains 63910 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 7056 members 
Mstep: Class 17 contains 6920 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 129652 members 
Mstep: Class 20 contains 7914 members 
Mstep: Class 21 contains 3309 members 
Mstep: Class 22 contains 8654 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 2134 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 25 clusters Score -2.132926e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 758 members 
Mstep: Class 3 contains 2753 members 
Mstep: Class 4 contains 18685 members 
Mstep: Class 5 contains 947 members 
Mstep: Class 6 contains 4810 members 
Mstep: Class 7 contains 5584 members 
Mstep: Class 8 contains 1809 members 
Mstep: Class 9 contains 27081 members 
Mstep: Class 10 contains 5367 members 
Mstep: Class 11 contains 19374 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 12656 members 
Mstep: Class 14 contains 64037 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 7046 members 
Mstep: Class 17 contains 7015 members 
Mstep: Class 18 contains 5917 members 
Mstep: Class 19 contains 129388 members 
Mstep: Class 20 contains 7903 members 
Mstep: Class 21 contains 3301 members 
Mstep: Class 22 contains 8641 members 
Mstep: Class 23 contains 6403 members 
Mstep: Class 24 contains 2143 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 25 clusters Score -2.132966e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 754 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 18734 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 4826 members 
Mstep: Class 7 contains 5591 members 
Mstep: Class 8 contains 1806 members 
Mstep: Class 9 contains 27180 members 
Mstep: Class 10 contains 5360 members 
Mstep: Class 11 contains 19411 members 
Mstep: Class 12 contains 3855 members 
Mstep: Class 13 contains 12589 members 
Mstep: Class 14 contains 64175 members 
Mstep: Class 15 contains 2817 members 
Mstep: Class 16 contains 7034 members 
Mstep: Class 17 contains 7108 members 
Mstep: Class 18 contains 5818 members 
Mstep: Class 19 contains 129110 members 
Mstep: Class 20 contains 7890 members 
Mstep: Class 21 contains 3299 members 
Mstep: Class 22 contains 8621 members 
Mstep: Class 23 contains 6462 members 
Mstep: Class 24 contains 2153 members 
Entering Unmasked Estep 
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Iteration 61Q: 25 clusters Score -2.133013e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 2767 members 
Mstep: Class 4 contains 18767 members 
Mstep: Class 5 contains 966 members 
Mstep: Class 6 contains 4851 members 
Mstep: Class 7 contains 5598 members 
Mstep: Class 8 contains 1798 members 
Mstep: Class 9 contains 27278 members 
Mstep: Class 10 contains 5348 members 
Mstep: Class 11 contains 19453 members 
Mstep: Class 12 contains 4033 members 
Mstep: Class 13 contains 12512 members 
Mstep: Class 14 contains 64314 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 7034 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 5704 members 
Mstep: Class 19 contains 128872 members 
Mstep: Class 20 contains 7869 members 
Mstep: Class 21 contains 3290 members 
Mstep: Class 22 contains 8607 members 
Mstep: Class 23 contains 6522 members 
Mstep: Class 24 contains 2162 members 
Entering Unmasked Estep 
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Iteration 62Q: 25 clusters Score -2.133049e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 749 members 
Mstep: Class 3 contains 2773 members 
Mstep: Class 4 contains 18796 members 
Mstep: Class 5 contains 973 members 
Mstep: Class 6 contains 4862 members 
Mstep: Class 7 contains 5603 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 27369 members 
Mstep: Class 10 contains 5337 members 
Mstep: Class 11 contains 19474 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 12433 members 
Mstep: Class 14 contains 64445 members 
Mstep: Class 15 contains 2848 members 
Mstep: Class 16 contains 7030 members 
Mstep: Class 17 contains 7265 members 
Mstep: Class 18 contains 5597 members 
Mstep: Class 19 contains 128654 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 3286 members 
Mstep: Class 22 contains 8595 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 2166 members 
Entering Unmasked Estep 
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Iteration 63Q: 25 clusters Score -2.133073e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 747 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 18822 members 
Mstep: Class 5 contains 985 members 
Mstep: Class 6 contains 4875 members 
Mstep: Class 7 contains 5592 members 
Mstep: Class 8 contains 1767 members 
Mstep: Class 9 contains 27470 members 
Mstep: Class 10 contains 5323 members 
Mstep: Class 11 contains 19463 members 
Mstep: Class 12 contains 4303 members 
Mstep: Class 13 contains 12352 members 
Mstep: Class 14 contains 64554 members 
Mstep: Class 15 contains 2855 members 
Mstep: Class 16 contains 7030 members 
Mstep: Class 17 contains 7329 members 
Mstep: Class 18 contains 5510 members 
Mstep: Class 19 contains 128453 members 
Mstep: Class 20 contains 7857 members 
Mstep: Class 21 contains 3279 members 
Mstep: Class 22 contains 8571 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21330908.000000 Penalty: 49893.730469
Iteration 64Q: 25 clusters Score -2.133091e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 743 members 
Mstep: Class 3 contains 2776 members 
Mstep: Class 4 contains 18860 members 
Mstep: Class 5 contains 994 members 
Mstep: Class 6 contains 4889 members 
Mstep: Class 7 contains 5582 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 27548 members 
Mstep: Class 10 contains 5313 members 
Mstep: Class 11 contains 19443 members 
Mstep: Class 12 contains 4408 members 
Mstep: Class 13 contains 12278 members 
Mstep: Class 14 contains 64658 members 
Mstep: Class 15 contains 2868 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 7392 members 
Mstep: Class 18 contains 5432 members 
Mstep: Class 19 contains 128259 members 
Mstep: Class 20 contains 7854 members 
Mstep: Class 21 contains 3279 members 
Mstep: Class 22 contains 8551 members 
Mstep: Class 23 contains 6858 members 
Mstep: Class 24 contains 2182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21331052.000000 Penalty: 49893.730469
Iteration 65Q: 25 clusters Score -2.133105e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 2777 members 
Mstep: Class 4 contains 18901 members 
Mstep: Class 5 contains 1012 members 
Mstep: Class 6 contains 4897 members 
Mstep: Class 7 contains 5566 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 27620 members 
Mstep: Class 10 contains 5303 members 
Mstep: Class 11 contains 19431 members 
Mstep: Class 12 contains 4503 members 
Mstep: Class 13 contains 12201 members 
Mstep: Class 14 contains 64745 members 
Mstep: Class 15 contains 2863 members 
Mstep: Class 16 contains 7011 members 
Mstep: Class 17 contains 7457 members 
Mstep: Class 18 contains 5357 members 
Mstep: Class 19 contains 128070 members 
Mstep: Class 20 contains 7850 members 
Mstep: Class 21 contains 3285 members 
Mstep: Class 22 contains 8526 members 
Mstep: Class 23 contains 6972 members 
Mstep: Class 24 contains 2190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21331230.000000 Penalty: 49893.730469
Iteration 66Q: 25 clusters Score -2.133123e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 733 members 
Mstep: Class 3 contains 2780 members 
Mstep: Class 4 contains 18959 members 
Mstep: Class 5 contains 1032 members 
Mstep: Class 6 contains 4907 members 
Mstep: Class 7 contains 5547 members 
Mstep: Class 8 contains 1752 members 
Mstep: Class 9 contains 27688 members 
Mstep: Class 10 contains 5299 members 
Mstep: Class 11 contains 19415 members 
Mstep: Class 12 contains 4586 members 
Mstep: Class 13 contains 12092 members 
Mstep: Class 14 contains 64816 members 
Mstep: Class 15 contains 2865 members 
Mstep: Class 16 contains 7001 members 
Mstep: Class 17 contains 7513 members 
Mstep: Class 18 contains 5296 members 
Mstep: Class 19 contains 127888 members 
Mstep: Class 20 contains 7842 members 
Mstep: Class 21 contains 3278 members 
Mstep: Class 22 contains 8502 members 
Mstep: Class 23 contains 7114 members 
Mstep: Class 24 contains 2201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21331346.000000 Penalty: 49893.730469
Iteration 67Q: 25 clusters Score -2.133135e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 2784 members 
Mstep: Class 4 contains 18999 members 
Mstep: Class 5 contains 1049 members 
Mstep: Class 6 contains 4920 members 
Mstep: Class 7 contains 5527 members 
Mstep: Class 8 contains 1748 members 
Mstep: Class 9 contains 27745 members 
Mstep: Class 10 contains 5292 members 
Mstep: Class 11 contains 19405 members 
Mstep: Class 12 contains 4654 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 64887 members 
Mstep: Class 15 contains 2865 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 7560 members 
Mstep: Class 18 contains 5240 members 
Mstep: Class 19 contains 127727 members 
Mstep: Class 20 contains 7834 members 
Mstep: Class 21 contains 3279 members 
Mstep: Class 22 contains 8483 members 
Mstep: Class 23 contains 7260 members 
Mstep: Class 24 contains 2208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21331438.000000 Penalty: 49893.730469
Iteration 68Q: 25 clusters Score -2.133144e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 2788 members 
Mstep: Class 4 contains 19040 members 
Mstep: Class 5 contains 1065 members 
Mstep: Class 6 contains 4941 members 
Mstep: Class 7 contains 5499 members 
Mstep: Class 8 contains 1745 members 
Mstep: Class 9 contains 27791 members 
Mstep: Class 10 contains 5279 members 
Mstep: Class 11 contains 19395 members 
Mstep: Class 12 contains 4713 members 
Mstep: Class 13 contains 11870 members 
Mstep: Class 14 contains 64970 members 
Mstep: Class 15 contains 2865 members 
Mstep: Class 16 contains 6996 members 
Mstep: Class 17 contains 7590 members 
Mstep: Class 18 contains 5193 members 
Mstep: Class 19 contains 127589 members 
Mstep: Class 20 contains 7825 members 
Mstep: Class 21 contains 3273 members 
Mstep: Class 22 contains 8467 members 
Mstep: Class 23 contains 7410 members 
Mstep: Class 24 contains 2213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21331604.000000 Penalty: 49893.730469
Iteration 69Q: 25 clusters Score -2.13316e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 19067 members 
Mstep: Class 5 contains 1072 members 
Mstep: Class 6 contains 4947 members 
Mstep: Class 7 contains 5495 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 27834 members 
Mstep: Class 10 contains 5272 members 
Mstep: Class 11 contains 19392 members 
Mstep: Class 12 contains 4763 members 
Mstep: Class 13 contains 11759 members 
Mstep: Class 14 contains 65041 members 
Mstep: Class 15 contains 2866 members 
Mstep: Class 16 contains 6995 members 
Mstep: Class 17 contains 7622 members 
Mstep: Class 18 contains 5150 members 
Mstep: Class 19 contains 127439 members 
Mstep: Class 20 contains 7821 members 
Mstep: Class 21 contains 3267 members 
Mstep: Class 22 contains 8455 members 
Mstep: Class 23 contains 7554 members 
Mstep: Class 24 contains 2223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21331722.000000 Penalty: 49893.730469
Iteration 70Q: 25 clusters Score -2.133172e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 2791 members 
Mstep: Class 4 contains 19087 members 
Mstep: Class 5 contains 1085 members 
Mstep: Class 6 contains 4964 members 
Mstep: Class 7 contains 5479 members 
Mstep: Class 8 contains 1729 members 
Mstep: Class 9 contains 27873 members 
Mstep: Class 10 contains 5265 members 
Mstep: Class 11 contains 19392 members 
Mstep: Class 12 contains 4808 members 
Mstep: Class 13 contains 11636 members 
Mstep: Class 14 contains 65129 members 
Mstep: Class 15 contains 2870 members 
Mstep: Class 16 contains 6992 members 
Mstep: Class 17 contains 7663 members 
Mstep: Class 18 contains 5104 members 
Mstep: Class 19 contains 127297 members 
Mstep: Class 20 contains 7817 members 
Mstep: Class 21 contains 3258 members 
Mstep: Class 22 contains 8435 members 
Mstep: Class 23 contains 7685 members 
Mstep: Class 24 contains 2233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21331790.000000 Penalty: 49893.730469
Iteration 71Q: 25 clusters Score -2.133179e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 731 members 
Mstep: Class 3 contains 2791 members 
Mstep: Class 4 contains 19111 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 4963 members 
Mstep: Class 7 contains 5475 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 27904 members 
Mstep: Class 10 contains 5257 members 
Mstep: Class 11 contains 19414 members 
Mstep: Class 12 contains 4844 members 
Mstep: Class 13 contains 11517 members 
Mstep: Class 14 contains 65183 members 
Mstep: Class 15 contains 2869 members 
Mstep: Class 16 contains 6986 members 
Mstep: Class 17 contains 7701 members 
Mstep: Class 18 contains 5071 members 
Mstep: Class 19 contains 127191 members 
Mstep: Class 20 contains 7810 members 
Mstep: Class 21 contains 3259 members 
Mstep: Class 22 contains 8409 members 
Mstep: Class 23 contains 7819 members 
Mstep: Class 24 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21331854.000000 Penalty: 49893.730469
Iteration 72Q: 25 clusters Score -2.133185e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 19136 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 4972 members 
Mstep: Class 7 contains 5479 members 
Mstep: Class 8 contains 1721 members 
Mstep: Class 9 contains 27931 members 
Mstep: Class 10 contains 5253 members 
Mstep: Class 11 contains 19423 members 
Mstep: Class 12 contains 4883 members 
Mstep: Class 13 contains 11406 members 
Mstep: Class 14 contains 65241 members 
Mstep: Class 15 contains 2868 members 
Mstep: Class 16 contains 6992 members 
Mstep: Class 17 contains 7749 members 
Mstep: Class 18 contains 5028 members 
Mstep: Class 19 contains 127053 members 
Mstep: Class 20 contains 7810 members 
Mstep: Class 21 contains 3251 members 
Mstep: Class 22 contains 8375 members 
Mstep: Class 23 contains 7950 members 
Mstep: Class 24 contains 2251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21331866.000000 Penalty: 49893.730469
Iteration 73Q: 25 clusters Score -2.133187e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 727 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 19163 members 
Mstep: Class 5 contains 1130 members 
Mstep: Class 6 contains 4976 members 
Mstep: Class 7 contains 5479 members 
Mstep: Class 8 contains 1715 members 
Mstep: Class 9 contains 27962 members 
Mstep: Class 10 contains 5251 members 
Mstep: Class 11 contains 19424 members 
Mstep: Class 12 contains 4912 members 
Mstep: Class 13 contains 11330 members 
Mstep: Class 14 contains 65293 members 
Mstep: Class 15 contains 2868 members 
Mstep: Class 16 contains 6992 members 
Mstep: Class 17 contains 7793 members 
Mstep: Class 18 contains 4989 members 
Mstep: Class 19 contains 126915 members 
Mstep: Class 20 contains 7805 members 
Mstep: Class 21 contains 3242 members 
Mstep: Class 22 contains 8337 members 
Mstep: Class 23 contains 8078 members 
Mstep: Class 24 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21331970.000000 Penalty: 49893.730469
Iteration 74Q: 25 clusters Score -2.133197e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 2792 members 
Mstep: Class 4 contains 19183 members 
Mstep: Class 5 contains 1141 members 
Mstep: Class 6 contains 4985 members 
Mstep: Class 7 contains 5467 members 
Mstep: Class 8 contains 1705 members 
Mstep: Class 9 contains 27987 members 
Mstep: Class 10 contains 5246 members 
Mstep: Class 11 contains 19422 members 
Mstep: Class 12 contains 4931 members 
Mstep: Class 13 contains 11241 members 
Mstep: Class 14 contains 65337 members 
Mstep: Class 15 contains 2869 members 
Mstep: Class 16 contains 6999 members 
Mstep: Class 17 contains 7835 members 
Mstep: Class 18 contains 4949 members 
Mstep: Class 19 contains 126783 members 
Mstep: Class 20 contains 7803 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 8316 members 
Mstep: Class 23 contains 8215 members 
Mstep: Class 24 contains 2273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21332116.000000 Penalty: 49893.730469
Iteration 75Q: 25 clusters Score -2.133212e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 2794 members 
Mstep: Class 4 contains 19196 members 
Mstep: Class 5 contains 1149 members 
Mstep: Class 6 contains 4996 members 
Mstep: Class 7 contains 5459 members 
Mstep: Class 8 contains 1704 members 
Mstep: Class 9 contains 28011 members 
Mstep: Class 10 contains 5242 members 
Mstep: Class 11 contains 19418 members 
Mstep: Class 12 contains 4951 members 
Mstep: Class 13 contains 11159 members 
Mstep: Class 14 contains 65373 members 
Mstep: Class 15 contains 2873 members 
Mstep: Class 16 contains 7001 members 
Mstep: Class 17 contains 7870 members 
Mstep: Class 18 contains 4915 members 
Mstep: Class 19 contains 126678 members 
Mstep: Class 20 contains 7797 members 
Mstep: Class 21 contains 3235 members 
Mstep: Class 22 contains 8296 members 
Mstep: Class 23 contains 8340 members 
Mstep: Class 24 contains 2282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21332204.000000 Penalty: 49893.730469
Iteration 76Q: 25 clusters Score -2.13322e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 2796 members 
Mstep: Class 4 contains 19205 members 
Mstep: Class 5 contains 1158 members 
Mstep: Class 6 contains 4999 members 
Mstep: Class 7 contains 5452 members 
Mstep: Class 8 contains 1705 members 
Mstep: Class 9 contains 28040 members 
Mstep: Class 10 contains 5235 members 
Mstep: Class 11 contains 19407 members 
Mstep: Class 12 contains 4975 members 
Mstep: Class 13 contains 11106 members 
Mstep: Class 14 contains 65427 members 
Mstep: Class 15 contains 2875 members 
Mstep: Class 16 contains 7002 members 
Mstep: Class 17 contains 7908 members 
Mstep: Class 18 contains 4873 members 
Mstep: Class 19 contains 126578 members 
Mstep: Class 20 contains 7795 members 
Mstep: Class 21 contains 3228 members 
Mstep: Class 22 contains 8256 members 
Mstep: Class 23 contains 8451 members 
Mstep: Class 24 contains 2287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21332238.000000 Penalty: 49893.730469
Iteration 77Q: 25 clusters Score -2.133224e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 2798 members 
Mstep: Class 4 contains 19216 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 5449 members 
Mstep: Class 8 contains 1704 members 
Mstep: Class 9 contains 28053 members 
Mstep: Class 10 contains 5232 members 
Mstep: Class 11 contains 19381 members 
Mstep: Class 12 contains 5002 members 
Mstep: Class 13 contains 11068 members 
Mstep: Class 14 contains 65484 members 
Mstep: Class 15 contains 2881 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 7928 members 
Mstep: Class 18 contains 4833 members 
Mstep: Class 19 contains 126503 members 
Mstep: Class 20 contains 7788 members 
Mstep: Class 21 contains 3220 members 
Mstep: Class 22 contains 8221 members 
Mstep: Class 23 contains 8562 members 
Mstep: Class 24 contains 2291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21332302.000000 Penalty: 49893.730469
Iteration 78Q: 25 clusters Score -2.13323e+07 nChanged 461
Entering ConstructFrom: 
Score: -21332302.000000 Penalty: 49893.730469
Entering ConstructFrom: 
Trying to split cluster 1 (10287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Entering Unmasked Estep 
Score: -607441.625000 Penalty: 1501.278320
	Iteration 0F: 2 clusters Score -607441.6 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 5117 members 
Entering Unmasked Estep 
Score: -600000.062500 Penalty: 3002.556641
	Iteration 0F: 3 clusters Score -600000.1 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -602359.812500 Penalty: 3002.556641
	Iteration 1F: 3 clusters Score -602359.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -602610.187500 Penalty: 3002.556641
	Iteration 2F: 3 clusters Score -602610.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -602852.562500 Penalty: 3002.556641
	Iteration 3F: 3 clusters Score -602852.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -603077.750000 Penalty: 3002.556641
	Iteration 4Q: 3 clusters Score -603077.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -603278.375000 Penalty: 3002.556641
	Iteration 5Q: 3 clusters Score -603278.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -603467.750000 Penalty: 3002.556641
	Iteration 6Q: 3 clusters Score -603467.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -603676.875000 Penalty: 3002.556641
	Iteration 7Q: 3 clusters Score -603676.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -603922.187500 Penalty: 3002.556641
	Iteration 8Q: 3 clusters Score -603922.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -604129.875000 Penalty: 3002.556641
	Iteration 9Q: 3 clusters Score -604129.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -604313.250000 Penalty: 3002.556641
	Iteration 10Q: 3 clusters Score -604313.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -604458.750000 Penalty: 3002.556641
	Iteration 11Q: 3 clusters Score -604458.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -604591.687500 Penalty: 3002.556641
	Iteration 12Q: 3 clusters Score -604591.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -604735.187500 Penalty: 3002.556641
	Iteration 13Q: 3 clusters Score -604735.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -604879.875000 Penalty: 3002.556641
	Iteration 14Q: 3 clusters Score -604879.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -605041.375000 Penalty: 3002.556641
	Iteration 15Q: 3 clusters Score -605041.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -605214.937500 Penalty: 3002.556641
	Iteration 16Q: 3 clusters Score -605214.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -605382.375000 Penalty: 3002.556641
	Iteration 17Q: 3 clusters Score -605382.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -605544.375000 Penalty: 3002.556641
	Iteration 18Q: 3 clusters Score -605544.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -605702.000000 Penalty: 3002.556641
	Iteration 19Q: 3 clusters Score -605702 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -605852.062500 Penalty: 3002.556641
	Iteration 20F: 3 clusters Score -605852.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -606005.500000 Penalty: 3002.556641
	Iteration 21Q: 3 clusters Score -606005.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -606146.687500 Penalty: 3002.556641
	Iteration 22Q: 3 clusters Score -606146.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -606265.000000 Penalty: 3002.556641
	Iteration 23Q: 3 clusters Score -606265 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -606341.375000 Penalty: 3002.556641
	Iteration 24Q: 3 clusters Score -606341.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -606396.625000 Penalty: 3002.556641
	Iteration 25Q: 3 clusters Score -606396.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -606436.562500 Penalty: 3002.556641
	Iteration 26Q: 3 clusters Score -606436.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -606466.812500 Penalty: 3002.556641
	Iteration 27Q: 3 clusters Score -606466.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -606499.562500 Penalty: 3002.556641
	Iteration 28Q: 3 clusters Score -606499.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -606529.687500 Penalty: 3002.556641
	Iteration 29Q: 3 clusters Score -606529.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -606555.500000 Penalty: 3002.556641
	Iteration 30Q: 3 clusters Score -606555.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -606574.625000 Penalty: 3002.556641
	Iteration 31Q: 3 clusters Score -606574.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -606590.437500 Penalty: 3002.556641
	Iteration 32Q: 3 clusters Score -606590.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -606603.937500 Penalty: 3002.556641
	Iteration 33Q: 3 clusters Score -606603.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -606611.312500 Penalty: 3002.556641
	Iteration 34Q: 3 clusters Score -606611.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -606617.125000 Penalty: 3002.556641
	Iteration 35Q: 3 clusters Score -606617.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -606624.812500 Penalty: 3002.556641
	Iteration 36Q: 3 clusters Score -606624.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -606629.625000 Penalty: 3002.556641
	Iteration 37Q: 3 clusters Score -606629.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -606636.250000 Penalty: 3002.556641
	Iteration 38Q: 3 clusters Score -606636.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -606642.375000 Penalty: 3002.556641
	Iteration 39Q: 3 clusters Score -606642.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -606651.062500 Penalty: 3002.556641
	Iteration 40F: 3 clusters Score -606651.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -606657.437500 Penalty: 3002.556641
	Iteration 41Q: 3 clusters Score -606657.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -606662.937500 Penalty: 3002.556641
	Iteration 42Q: 3 clusters Score -606662.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -606670.812500 Penalty: 3002.556641
	Iteration 43Q: 3 clusters Score -606670.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -606678.250000 Penalty: 3002.556641
	Iteration 44Q: 3 clusters Score -606678.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -606684.875000 Penalty: 3002.556641
	Iteration 45Q: 3 clusters Score -606684.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -606692.062500 Penalty: 3002.556641
	Iteration 46Q: 3 clusters Score -606692.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -606699.000000 Penalty: 3002.556641
	Iteration 47Q: 3 clusters Score -606699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -606708.437500 Penalty: 3002.556641
	Iteration 48Q: 3 clusters Score -606708.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -606714.312500 Penalty: 3002.556641
	Iteration 49Q: 3 clusters Score -606714.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -606720.062500 Penalty: 3002.556641
	Iteration 50Q: 3 clusters Score -606720.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -606727.687500 Penalty: 3002.556641
	Iteration 51Q: 3 clusters Score -606727.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -606728.187500 Penalty: 3002.556641
	Iteration 52Q: 3 clusters Score -606728.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -606730.250000 Penalty: 3002.556641
	Iteration 53Q: 3 clusters Score -606730.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -606729.312500 Penalty: 3002.556641
	Iteration 54Q: 3 clusters Score -606729.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -606731.187500 Penalty: 3002.556641
	Iteration 55Q: 3 clusters Score -606731.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -606731.000000 Penalty: 3002.556641
	Iteration 56Q: 3 clusters Score -606731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -606731.812500 Penalty: 3002.556641
	Iteration 57Q: 3 clusters Score -606731.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -606733.312500 Penalty: 3002.556641
	Iteration 58Q: 3 clusters Score -606733.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -606735.875000 Penalty: 3002.556641
	Iteration 59Q: 3 clusters Score -606735.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -606736.250000 Penalty: 3002.556641
	Iteration 60F: 3 clusters Score -606736.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -606737.562500 Penalty: 3002.556641
	Iteration 61Q: 3 clusters Score -606737.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -606737.812500 Penalty: 3002.556641
	Iteration 62Q: 3 clusters Score -606737.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -606738.875000 Penalty: 3002.556641
	Iteration 63Q: 3 clusters Score -606738.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -606738.875000 Penalty: 3002.556641
	Iteration 64F: 3 clusters Score -606738.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -37153.890625 Penalty: 1070.252930
	Iteration 0F: 2 clusters Score -37153.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -35972.238281 Penalty: 2140.505859
	Iteration 0F: 3 clusters Score -35972.24 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -36476.460938 Penalty: 2140.505859
	Iteration 1F: 3 clusters Score -36476.46 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -36875.476562 Penalty: 2140.505859
	Iteration 2F: 3 clusters Score -36875.48 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -37139.371094 Penalty: 2140.505859
	Iteration 3F: 3 clusters Score -37139.37 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -37270.117188 Penalty: 2140.505859
	Iteration 4F: 3 clusters Score -37270.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -37347.136719 Penalty: 2140.505859
	Iteration 5Q: 3 clusters Score -37347.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -37390.351562 Penalty: 2140.505859
	Iteration 6Q: 3 clusters Score -37390.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -37397.660156 Penalty: 2140.505859
	Iteration 7Q: 3 clusters Score -37397.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -37399.328125 Penalty: 2140.505859
	Iteration 8Q: 3 clusters Score -37399.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -37401.378906 Penalty: 2140.505859
	Iteration 9Q: 3 clusters Score -37401.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -37405.019531 Penalty: 2140.505859
	Iteration 10Q: 3 clusters Score -37405.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -37405.019531 Penalty: 2140.505859
	Iteration 11F: 3 clusters Score -37405.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 186 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 19227 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 4989 members 
Mstep: Class 7 contains 5440 members 
Mstep: Class 8 contains 1705 members 
Mstep: Class 9 contains 28072 members 
Mstep: Class 10 contains 5232 members 
Mstep: Class 11 contains 19366 members 
Mstep: Class 12 contains 5016 members 
Mstep: Class 13 contains 11031 members 
Mstep: Class 14 contains 65532 members 
Mstep: Class 15 contains 2882 members 
Mstep: Class 16 contains 6998 members 
Mstep: Class 17 contains 7950 members 
Mstep: Class 18 contains 4806 members 
Mstep: Class 19 contains 126408 members 
Mstep: Class 20 contains 7780 members 
Mstep: Class 21 contains 3215 members 
Mstep: Class 22 contains 8198 members 
Mstep: Class 23 contains 8659 members 
Mstep: Class 24 contains 2292 members 
Mstep: Class 25 contains 539 members 
Entering Unmasked Estep 
Score: -21331660.000000 Penalty: 51972.636719
Splitting cluster 2 changes total score from -21332302.000000 to -21331660.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Entering Unmasked Estep 
Score: -165882.921875 Penalty: 1289.823364
	Iteration 0F: 2 clusters Score -165882.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -163330.921875 Penalty: 2579.646729
	Iteration 0F: 3 clusters Score -163330.9 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -164192.125000 Penalty: 2579.646729
	Iteration 1F: 3 clusters Score -164192.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -164545.687500 Penalty: 2579.646729
	Iteration 2F: 3 clusters Score -164545.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -164760.796875 Penalty: 2579.646729
	Iteration 3F: 3 clusters Score -164760.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -164876.671875 Penalty: 2579.646729
	Iteration 4F: 3 clusters Score -164876.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -164957.218750 Penalty: 2579.646729
	Iteration 5Q: 3 clusters Score -164957.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -165015.531250 Penalty: 2579.646729
	Iteration 6Q: 3 clusters Score -165015.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -165067.000000 Penalty: 2579.646729
	Iteration 7Q: 3 clusters Score -165067 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -165108.140625 Penalty: 2579.646729
	Iteration 8Q: 3 clusters Score -165108.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -165140.500000 Penalty: 2579.646729
	Iteration 9Q: 3 clusters Score -165140.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -165168.875000 Penalty: 2579.646729
	Iteration 10Q: 3 clusters Score -165168.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -165193.265625 Penalty: 2579.646729
	Iteration 11Q: 3 clusters Score -165193.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -165212.187500 Penalty: 2579.646729
	Iteration 12Q: 3 clusters Score -165212.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -165230.125000 Penalty: 2579.646729
	Iteration 13Q: 3 clusters Score -165230.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -165246.718750 Penalty: 2579.646729
	Iteration 14Q: 3 clusters Score -165246.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -165260.593750 Penalty: 2579.646729
	Iteration 15Q: 3 clusters Score -165260.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -165282.312500 Penalty: 2579.646729
	Iteration 16Q: 3 clusters Score -165282.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -165303.421875 Penalty: 2579.646729
	Iteration 17Q: 3 clusters Score -165303.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -165323.500000 Penalty: 2579.646729
	Iteration 18Q: 3 clusters Score -165323.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -165338.906250 Penalty: 2579.646729
	Iteration 19Q: 3 clusters Score -165338.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -165350.906250 Penalty: 2579.646729
	Iteration 20F: 3 clusters Score -165350.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -165360.015625 Penalty: 2579.646729
	Iteration 21Q: 3 clusters Score -165360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -165366.656250 Penalty: 2579.646729
	Iteration 22Q: 3 clusters Score -165366.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -165374.671875 Penalty: 2579.646729
	Iteration 23Q: 3 clusters Score -165374.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -165380.812500 Penalty: 2579.646729
	Iteration 24Q: 3 clusters Score -165380.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -165386.421875 Penalty: 2579.646729
	Iteration 25Q: 3 clusters Score -165386.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -165388.046875 Penalty: 2579.646729
	Iteration 26Q: 3 clusters Score -165388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -165389.546875 Penalty: 2579.646729
	Iteration 27Q: 3 clusters Score -165389.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -165391.437500 Penalty: 2579.646729
	Iteration 28Q: 3 clusters Score -165391.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -165392.781250 Penalty: 2579.646729
	Iteration 29Q: 3 clusters Score -165392.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -165394.828125 Penalty: 2579.646729
	Iteration 30Q: 3 clusters Score -165394.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -165396.125000 Penalty: 2579.646729
	Iteration 31Q: 3 clusters Score -165396.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -165397.265625 Penalty: 2579.646729
	Iteration 32Q: 3 clusters Score -165397.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -165401.250000 Penalty: 2579.646729
	Iteration 33Q: 3 clusters Score -165401.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -165404.546875 Penalty: 2579.646729
	Iteration 34Q: 3 clusters Score -165404.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -165406.750000 Penalty: 2579.646729
	Iteration 35Q: 3 clusters Score -165406.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -165408.375000 Penalty: 2579.646729
	Iteration 36Q: 3 clusters Score -165408.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -165409.328125 Penalty: 2579.646729
	Iteration 37Q: 3 clusters Score -165409.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -165411.312500 Penalty: 2579.646729
	Iteration 38Q: 3 clusters Score -165411.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -165413.421875 Penalty: 2579.646729
	Iteration 39Q: 3 clusters Score -165413.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -165415.265625 Penalty: 2579.646729
	Iteration 40F: 3 clusters Score -165415.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -165418.500000 Penalty: 2579.646729
	Iteration 41Q: 3 clusters Score -165418.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -165420.328125 Penalty: 2579.646729
	Iteration 42Q: 3 clusters Score -165420.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -165423.078125 Penalty: 2579.646729
	Iteration 43Q: 3 clusters Score -165423.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -165425.140625 Penalty: 2579.646729
	Iteration 44Q: 3 clusters Score -165425.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -165427.765625 Penalty: 2579.646729
	Iteration 45Q: 3 clusters Score -165427.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -165428.828125 Penalty: 2579.646729
	Iteration 46Q: 3 clusters Score -165428.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -165429.281250 Penalty: 2579.646729
	Iteration 47Q: 3 clusters Score -165429.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -165430.187500 Penalty: 2579.646729
	Iteration 48Q: 3 clusters Score -165430.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -165431.000000 Penalty: 2579.646729
	Iteration 49Q: 3 clusters Score -165431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -165432.031250 Penalty: 2579.646729
	Iteration 50Q: 3 clusters Score -165432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -165432.000000 Penalty: 2579.646729
	Iteration 51Q: 3 clusters Score -165432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -165433.046875 Penalty: 2579.646729
	Iteration 52Q: 3 clusters Score -165433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -165433.578125 Penalty: 2579.646729
	Iteration 53Q: 3 clusters Score -165433.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -165434.093750 Penalty: 2579.646729
	Iteration 54Q: 3 clusters Score -165434.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -165434.625000 Penalty: 2579.646729
	Iteration 55Q: 3 clusters Score -165434.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -165434.625000 Penalty: 2579.646729
	Iteration 56F: 3 clusters Score -165434.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Entering Unmasked Estep 
Score: -1183438.125000 Penalty: 1602.911499
	Iteration 0F: 2 clusters Score -1183438 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 9627 members 
Entering Unmasked Estep 
Score: -1170288.000000 Penalty: 3205.822998
	Iteration 0F: 3 clusters Score -1170288 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1175022.500000 Penalty: 3205.822998
	Iteration 1F: 3 clusters Score -1175022 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1175403.875000 Penalty: 3205.822998
	Iteration 2F: 3 clusters Score -1175404 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1175766.875000 Penalty: 3205.822998
	Iteration 3Q: 3 clusters Score -1175767 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1176166.250000 Penalty: 3205.822998
	Iteration 4Q: 3 clusters Score -1176166 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1176631.625000 Penalty: 3205.822998
	Iteration 5F: 3 clusters Score -1176632 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1177181.250000 Penalty: 3205.822998
	Iteration 6F: 3 clusters Score -1177181 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1177872.000000 Penalty: 3205.822998
	Iteration 7F: 3 clusters Score -1177872 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1178631.000000 Penalty: 3205.822998
	Iteration 8F: 3 clusters Score -1178631 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1179461.625000 Penalty: 3205.822998
	Iteration 9F: 3 clusters Score -1179462 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1180283.125000 Penalty: 3205.822998
	Iteration 10Q: 3 clusters Score -1180283 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1181055.625000 Penalty: 3205.822998
	Iteration 11Q: 3 clusters Score -1181056 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1181554.250000 Penalty: 3205.822998
	Iteration 12Q: 3 clusters Score -1181554 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1181764.375000 Penalty: 3205.822998
	Iteration 13Q: 3 clusters Score -1181764 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1181870.125000 Penalty: 3205.822998
	Iteration 14Q: 3 clusters Score -1181870 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1181922.750000 Penalty: 3205.822998
	Iteration 15Q: 3 clusters Score -1181923 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1181959.625000 Penalty: 3205.822998
	Iteration 16Q: 3 clusters Score -1181960 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1181990.500000 Penalty: 3205.822998
	Iteration 17Q: 3 clusters Score -1181990 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1182025.375000 Penalty: 3205.822998
	Iteration 18Q: 3 clusters Score -1182025 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1182048.500000 Penalty: 3205.822998
	Iteration 19Q: 3 clusters Score -1182048 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1182066.125000 Penalty: 3205.822998
	Iteration 20F: 3 clusters Score -1182066 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1182086.500000 Penalty: 3205.822998
	Iteration 21Q: 3 clusters Score -1182086 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1182099.250000 Penalty: 3205.822998
	Iteration 22Q: 3 clusters Score -1182099 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1182110.500000 Penalty: 3205.822998
	Iteration 23Q: 3 clusters Score -1182110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1182118.875000 Penalty: 3205.822998
	Iteration 24Q: 3 clusters Score -1182119 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1182125.125000 Penalty: 3205.822998
	Iteration 25Q: 3 clusters Score -1182125 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1182129.500000 Penalty: 3205.822998
	Iteration 26Q: 3 clusters Score -1182130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1182134.250000 Penalty: 3205.822998
	Iteration 27Q: 3 clusters Score -1182134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1182141.500000 Penalty: 3205.822998
	Iteration 28Q: 3 clusters Score -1182142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1182148.125000 Penalty: 3205.822998
	Iteration 29Q: 3 clusters Score -1182148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1182151.500000 Penalty: 3205.822998
	Iteration 30Q: 3 clusters Score -1182152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1182155.250000 Penalty: 3205.822998
	Iteration 31Q: 3 clusters Score -1182155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1182163.000000 Penalty: 3205.822998
	Iteration 32Q: 3 clusters Score -1182163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1182166.750000 Penalty: 3205.822998
	Iteration 33Q: 3 clusters Score -1182167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1182169.625000 Penalty: 3205.822998
	Iteration 34Q: 3 clusters Score -1182170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1182171.875000 Penalty: 3205.822998
	Iteration 35Q: 3 clusters Score -1182172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1182170.250000 Penalty: 3205.822998
	Iteration 36Q: 3 clusters Score -1182170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1182174.000000 Penalty: 3205.822998
	Iteration 37Q: 3 clusters Score -1182174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1182177.375000 Penalty: 3205.822998
	Iteration 38Q: 3 clusters Score -1182177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1182180.500000 Penalty: 3205.822998
	Iteration 39Q: 3 clusters Score -1182180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1182183.375000 Penalty: 3205.822998
	Iteration 40F: 3 clusters Score -1182183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1182185.875000 Penalty: 3205.822998
	Iteration 41Q: 3 clusters Score -1182186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1182186.250000 Penalty: 3205.822998
	Iteration 42Q: 3 clusters Score -1182186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1182183.625000 Penalty: 3205.822998
	Iteration 43Q: 3 clusters Score -1182184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1182186.250000 Penalty: 3205.822998
	Iteration 44Q: 3 clusters Score -1182186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1182184.875000 Penalty: 3205.822998
	Iteration 45Q: 3 clusters Score -1182185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1182184.000000 Penalty: 3205.822998
	Iteration 46Q: 3 clusters Score -1182184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1182184.500000 Penalty: 3205.822998
	Iteration 47Q: 3 clusters Score -1182184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1182185.125000 Penalty: 3205.822998
	Iteration 48Q: 3 clusters Score -1182185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1182185.875000 Penalty: 3205.822998
	Iteration 49Q: 3 clusters Score -1182186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1182188.250000 Penalty: 3205.822998
	Iteration 50Q: 3 clusters Score -1182188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1182189.375000 Penalty: 3205.822998
	Iteration 51Q: 3 clusters Score -1182189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1182189.375000 Penalty: 3205.822998
	Iteration 52F: 3 clusters Score -1182189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -65236.722656 Penalty: 1147.606079
	Iteration 0F: 2 clusters Score -65236.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -63653.257812 Penalty: 2295.212158
	Iteration 0F: 3 clusters Score -63653.26 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -63916.648438 Penalty: 2295.212158
	Iteration 1F: 3 clusters Score -63916.65 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -64018.667969 Penalty: 2295.212158
	Iteration 2F: 3 clusters Score -64018.67 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -64082.320312 Penalty: 2295.212158
	Iteration 3F: 3 clusters Score -64082.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -64118.160156 Penalty: 2295.212158
	Iteration 4Q: 3 clusters Score -64118.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -64159.910156 Penalty: 2295.212158
	Iteration 5Q: 3 clusters Score -64159.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -64195.910156 Penalty: 2295.212158
	Iteration 6Q: 3 clusters Score -64195.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -64230.570312 Penalty: 2295.212158
	Iteration 7Q: 3 clusters Score -64230.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -64264.546875 Penalty: 2295.212158
	Iteration 8Q: 3 clusters Score -64264.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -64286.199219 Penalty: 2295.212158
	Iteration 9Q: 3 clusters Score -64286.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -64306.382812 Penalty: 2295.212158
	Iteration 10Q: 3 clusters Score -64306.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -64319.289062 Penalty: 2295.212158
	Iteration 11Q: 3 clusters Score -64319.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -64331.003906 Penalty: 2295.212158
	Iteration 12Q: 3 clusters Score -64331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -64339.917969 Penalty: 2295.212158
	Iteration 13Q: 3 clusters Score -64339.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -64347.125000 Penalty: 2295.212158
	Iteration 14Q: 3 clusters Score -64347.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -64354.457031 Penalty: 2295.212158
	Iteration 15Q: 3 clusters Score -64354.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -64363.304688 Penalty: 2295.212158
	Iteration 16Q: 3 clusters Score -64363.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -64379.941406 Penalty: 2295.212158
	Iteration 17Q: 3 clusters Score -64379.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -64391.582031 Penalty: 2295.212158
	Iteration 18Q: 3 clusters Score -64391.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -64404.187500 Penalty: 2295.212158
	Iteration 19Q: 3 clusters Score -64404.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -64413.605469 Penalty: 2295.212158
	Iteration 20F: 3 clusters Score -64413.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -64422.085938 Penalty: 2295.212158
	Iteration 21Q: 3 clusters Score -64422.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -64434.117188 Penalty: 2295.212158
	Iteration 22Q: 3 clusters Score -64434.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -64447.082031 Penalty: 2295.212158
	Iteration 23Q: 3 clusters Score -64447.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -64456.535156 Penalty: 2295.212158
	Iteration 24Q: 3 clusters Score -64456.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -64464.890625 Penalty: 2295.212158
	Iteration 25Q: 3 clusters Score -64464.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -64472.742188 Penalty: 2295.212158
	Iteration 26Q: 3 clusters Score -64472.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -64482.179688 Penalty: 2295.212158
	Iteration 27Q: 3 clusters Score -64482.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -64488.031250 Penalty: 2295.212158
	Iteration 28Q: 3 clusters Score -64488.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -64496.492188 Penalty: 2295.212158
	Iteration 29Q: 3 clusters Score -64496.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -64505.921875 Penalty: 2295.212158
	Iteration 30Q: 3 clusters Score -64505.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -64522.417969 Penalty: 2295.212158
	Iteration 31Q: 3 clusters Score -64522.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -64536.972656 Penalty: 2295.212158
	Iteration 32Q: 3 clusters Score -64536.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -64542.769531 Penalty: 2295.212158
	Iteration 33Q: 3 clusters Score -64542.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -64547.117188 Penalty: 2295.212158
	Iteration 34Q: 3 clusters Score -64547.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -64547.914062 Penalty: 2295.212158
	Iteration 35Q: 3 clusters Score -64547.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -64547.914062 Penalty: 2295.212158
	Iteration 36F: 3 clusters Score -64547.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Entering Unmasked Estep 
Score: -251504.984375 Penalty: 1383.686035
	Iteration 0F: 2 clusters Score -251505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -247560.000000 Penalty: 2767.372070
	Iteration 0F: 3 clusters Score -247560 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -248911.437500 Penalty: 2767.372070
	Iteration 1F: 3 clusters Score -248911.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -249329.500000 Penalty: 2767.372070
	Iteration 2F: 3 clusters Score -249329.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -249636.359375 Penalty: 2767.372070
	Iteration 3F: 3 clusters Score -249636.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -249851.312500 Penalty: 2767.372070
	Iteration 4F: 3 clusters Score -249851.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -250011.843750 Penalty: 2767.372070
	Iteration 5F: 3 clusters Score -250011.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -250139.203125 Penalty: 2767.372070
	Iteration 6Q: 3 clusters Score -250139.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -250256.312500 Penalty: 2767.372070
	Iteration 7Q: 3 clusters Score -250256.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -250336.750000 Penalty: 2767.372070
	Iteration 8Q: 3 clusters Score -250336.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -250391.531250 Penalty: 2767.372070
	Iteration 9Q: 3 clusters Score -250391.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -250434.296875 Penalty: 2767.372070
	Iteration 10Q: 3 clusters Score -250434.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -250465.734375 Penalty: 2767.372070
	Iteration 11Q: 3 clusters Score -250465.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -250489.828125 Penalty: 2767.372070
	Iteration 12Q: 3 clusters Score -250489.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -250509.609375 Penalty: 2767.372070
	Iteration 13Q: 3 clusters Score -250509.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -250528.953125 Penalty: 2767.372070
	Iteration 14Q: 3 clusters Score -250529 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -250537.718750 Penalty: 2767.372070
	Iteration 15Q: 3 clusters Score -250537.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -250547.218750 Penalty: 2767.372070
	Iteration 16Q: 3 clusters Score -250547.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -250552.437500 Penalty: 2767.372070
	Iteration 17Q: 3 clusters Score -250552.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -250557.390625 Penalty: 2767.372070
	Iteration 18Q: 3 clusters Score -250557.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -250559.734375 Penalty: 2767.372070
	Iteration 19Q: 3 clusters Score -250559.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -250560.781250 Penalty: 2767.372070
	Iteration 20F: 3 clusters Score -250560.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -250562.718750 Penalty: 2767.372070
	Iteration 21Q: 3 clusters Score -250562.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -250565.984375 Penalty: 2767.372070
	Iteration 22Q: 3 clusters Score -250566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -250567.593750 Penalty: 2767.372070
	Iteration 23Q: 3 clusters Score -250567.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -250569.046875 Penalty: 2767.372070
	Iteration 24Q: 3 clusters Score -250569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -250569.343750 Penalty: 2767.372070
	Iteration 25Q: 3 clusters Score -250569.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -250569.484375 Penalty: 2767.372070
	Iteration 26Q: 3 clusters Score -250569.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -250570.375000 Penalty: 2767.372070
	Iteration 27Q: 3 clusters Score -250570.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -250570.359375 Penalty: 2767.372070
	Iteration 28Q: 3 clusters Score -250570.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -250571.078125 Penalty: 2767.372070
	Iteration 29Q: 3 clusters Score -250571.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -250571.656250 Penalty: 2767.372070
	Iteration 30Q: 3 clusters Score -250571.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -250571.703125 Penalty: 2767.372070
	Iteration 31Q: 3 clusters Score -250571.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -250571.703125 Penalty: 2767.372070
	Iteration 32F: 3 clusters Score -250571.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Entering Unmasked Estep 
Score: -336278.781250 Penalty: 1397.749268
	Iteration 0F: 2 clusters Score -336278.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -332046.968750 Penalty: 2795.498535
	Iteration 0F: 3 clusters Score -332047 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -333291.437500 Penalty: 2795.498535
	Iteration 1F: 3 clusters Score -333291.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -333525.031250 Penalty: 2795.498535
	Iteration 2F: 3 clusters Score -333525 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -333678.718750 Penalty: 2795.498535
	Iteration 3F: 3 clusters Score -333678.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -333811.687500 Penalty: 2795.498535
	Iteration 4Q: 3 clusters Score -333811.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -333921.031250 Penalty: 2795.498535
	Iteration 5Q: 3 clusters Score -333921 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -334023.125000 Penalty: 2795.498535
	Iteration 6Q: 3 clusters Score -334023.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -334117.937500 Penalty: 2795.498535
	Iteration 7Q: 3 clusters Score -334117.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -334193.437500 Penalty: 2795.498535
	Iteration 8Q: 3 clusters Score -334193.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -334266.093750 Penalty: 2795.498535
	Iteration 9Q: 3 clusters Score -334266.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -334345.562500 Penalty: 2795.498535
	Iteration 10Q: 3 clusters Score -334345.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -334421.281250 Penalty: 2795.498535
	Iteration 11Q: 3 clusters Score -334421.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -334499.187500 Penalty: 2795.498535
	Iteration 12Q: 3 clusters Score -334499.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -334550.500000 Penalty: 2795.498535
	Iteration 13Q: 3 clusters Score -334550.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -334592.625000 Penalty: 2795.498535
	Iteration 14Q: 3 clusters Score -334592.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -334629.968750 Penalty: 2795.498535
	Iteration 15Q: 3 clusters Score -334630 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -334665.156250 Penalty: 2795.498535
	Iteration 16Q: 3 clusters Score -334665.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -334697.937500 Penalty: 2795.498535
	Iteration 17Q: 3 clusters Score -334697.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -334732.468750 Penalty: 2795.498535
	Iteration 18Q: 3 clusters Score -334732.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -334768.593750 Penalty: 2795.498535
	Iteration 19Q: 3 clusters Score -334768.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -334811.812500 Penalty: 2795.498535
	Iteration 20F: 3 clusters Score -334811.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -334840.375000 Penalty: 2795.498535
	Iteration 21Q: 3 clusters Score -334840.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -334866.968750 Penalty: 2795.498535
	Iteration 22Q: 3 clusters Score -334867 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -334888.468750 Penalty: 2795.498535
	Iteration 23Q: 3 clusters Score -334888.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -334905.812500 Penalty: 2795.498535
	Iteration 24Q: 3 clusters Score -334905.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -334920.843750 Penalty: 2795.498535
	Iteration 25Q: 3 clusters Score -334920.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -334936.781250 Penalty: 2795.498535
	Iteration 26Q: 3 clusters Score -334936.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -334951.468750 Penalty: 2795.498535
	Iteration 27Q: 3 clusters Score -334951.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -334965.031250 Penalty: 2795.498535
	Iteration 28Q: 3 clusters Score -334965 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -334982.375000 Penalty: 2795.498535
	Iteration 29Q: 3 clusters Score -334982.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -334993.750000 Penalty: 2795.498535
	Iteration 30Q: 3 clusters Score -334993.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -335000.375000 Penalty: 2795.498535
	Iteration 31Q: 3 clusters Score -335000.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -335008.906250 Penalty: 2795.498535
	Iteration 32Q: 3 clusters Score -335008.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -335015.718750 Penalty: 2795.498535
	Iteration 33Q: 3 clusters Score -335015.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -335021.843750 Penalty: 2795.498535
	Iteration 34Q: 3 clusters Score -335021.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -335028.250000 Penalty: 2795.498535
	Iteration 35Q: 3 clusters Score -335028.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -335031.250000 Penalty: 2795.498535
	Iteration 36Q: 3 clusters Score -335031.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -335037.281250 Penalty: 2795.498535
	Iteration 37Q: 3 clusters Score -335037.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -335044.843750 Penalty: 2795.498535
	Iteration 38Q: 3 clusters Score -335044.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -335057.250000 Penalty: 2795.498535
	Iteration 39Q: 3 clusters Score -335057.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -335073.375000 Penalty: 2795.498535
	Iteration 40F: 3 clusters Score -335073.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -335083.062500 Penalty: 2795.498535
	Iteration 41Q: 3 clusters Score -335083.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -335088.437500 Penalty: 2795.498535
	Iteration 42Q: 3 clusters Score -335088.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -335094.250000 Penalty: 2795.498535
	Iteration 43Q: 3 clusters Score -335094.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -335098.500000 Penalty: 2795.498535
	Iteration 44Q: 3 clusters Score -335098.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -335101.843750 Penalty: 2795.498535
	Iteration 45Q: 3 clusters Score -335101.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -335105.937500 Penalty: 2795.498535
	Iteration 46Q: 3 clusters Score -335105.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -335111.281250 Penalty: 2795.498535
	Iteration 47Q: 3 clusters Score -335111.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -335113.718750 Penalty: 2795.498535
	Iteration 48Q: 3 clusters Score -335113.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -335113.937500 Penalty: 2795.498535
	Iteration 49Q: 3 clusters Score -335113.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -335114.281250 Penalty: 2795.498535
	Iteration 50Q: 3 clusters Score -335114.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -335114.281250 Penalty: 2795.498535
	Iteration 51F: 3 clusters Score -335114.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Entering Unmasked Estep 
Score: -98977.273438 Penalty: 1209.214600
	Iteration 0F: 2 clusters Score -98977.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -97075.859375 Penalty: 2418.429199
	Iteration 0F: 3 clusters Score -97075.86 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -97457.445312 Penalty: 2418.429199
	Iteration 1F: 3 clusters Score -97457.45 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -97546.875000 Penalty: 2418.429199
	Iteration 2F: 3 clusters Score -97546.88 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -97601.914062 Penalty: 2418.429199
	Iteration 3Q: 3 clusters Score -97601.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -97639.601562 Penalty: 2418.429199
	Iteration 4Q: 3 clusters Score -97639.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -97665.710938 Penalty: 2418.429199
	Iteration 5Q: 3 clusters Score -97665.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -97685.468750 Penalty: 2418.429199
	Iteration 6Q: 3 clusters Score -97685.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -97696.859375 Penalty: 2418.429199
	Iteration 7Q: 3 clusters Score -97696.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -97704.078125 Penalty: 2418.429199
	Iteration 8Q: 3 clusters Score -97704.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -97708.398438 Penalty: 2418.429199
	Iteration 9Q: 3 clusters Score -97708.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -97708.429688 Penalty: 2418.429199
	Iteration 10Q: 3 clusters Score -97708.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -97708.429688 Penalty: 2418.429199
	Iteration 11F: 3 clusters Score -97708.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Entering Unmasked Estep 
Score: -1835026.000000 Penalty: 1664.410767
	Iteration 0F: 2 clusters Score -1835026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1816069.625000 Penalty: 3328.821533
	Iteration 0F: 3 clusters Score -1816070 nChanged 12855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1823121.875000 Penalty: 3328.821533
	Iteration 1F: 3 clusters Score -1823122 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1823407.000000 Penalty: 3328.821533
	Iteration 2Q: 3 clusters Score -1823407 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1823625.000000 Penalty: 3328.821533
	Iteration 3Q: 3 clusters Score -1823625 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1823855.125000 Penalty: 3328.821533
	Iteration 4Q: 3 clusters Score -1823855 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1824087.875000 Penalty: 3328.821533
	Iteration 5Q: 3 clusters Score -1824088 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1824400.125000 Penalty: 3328.821533
	Iteration 6Q: 3 clusters Score -1824400 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1824797.125000 Penalty: 3328.821533
	Iteration 7Q: 3 clusters Score -1824797 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1825417.375000 Penalty: 3328.821533
	Iteration 8Q: 3 clusters Score -1825417 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1826294.750000 Penalty: 3328.821533
	Iteration 9F: 3 clusters Score -1826295 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1827525.625000 Penalty: 3328.821533
	Iteration 10F: 3 clusters Score -1827526 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1828928.875000 Penalty: 3328.821533
	Iteration 11F: 3 clusters Score -1828929 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1830346.500000 Penalty: 3328.821533
	Iteration 12F: 3 clusters Score -1830346 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1831553.875000 Penalty: 3328.821533
	Iteration 13Q: 3 clusters Score -1831554 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1832435.000000 Penalty: 3328.821533
	Iteration 14Q: 3 clusters Score -1832435 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1832976.625000 Penalty: 3328.821533
	Iteration 15Q: 3 clusters Score -1832977 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1833258.250000 Penalty: 3328.821533
	Iteration 16Q: 3 clusters Score -1833258 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1833380.875000 Penalty: 3328.821533
	Iteration 17Q: 3 clusters Score -1833381 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1833456.500000 Penalty: 3328.821533
	Iteration 18Q: 3 clusters Score -1833456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1833493.875000 Penalty: 3328.821533
	Iteration 19Q: 3 clusters Score -1833494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1833517.250000 Penalty: 3328.821533
	Iteration 20F: 3 clusters Score -1833517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1833539.375000 Penalty: 3328.821533
	Iteration 21Q: 3 clusters Score -1833539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1833549.875000 Penalty: 3328.821533
	Iteration 22Q: 3 clusters Score -1833550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1833560.750000 Penalty: 3328.821533
	Iteration 23Q: 3 clusters Score -1833561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1833562.000000 Penalty: 3328.821533
	Iteration 24Q: 3 clusters Score -1833562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1833566.375000 Penalty: 3328.821533
	Iteration 25Q: 3 clusters Score -1833566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1833569.500000 Penalty: 3328.821533
	Iteration 26Q: 3 clusters Score -1833570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1833577.000000 Penalty: 3328.821533
	Iteration 27Q: 3 clusters Score -1833577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1833578.250000 Penalty: 3328.821533
	Iteration 28Q: 3 clusters Score -1833578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1833581.625000 Penalty: 3328.821533
	Iteration 29Q: 3 clusters Score -1833582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1833588.625000 Penalty: 3328.821533
	Iteration 30Q: 3 clusters Score -1833589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1833591.375000 Penalty: 3328.821533
	Iteration 31Q: 3 clusters Score -1833591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1833596.375000 Penalty: 3328.821533
	Iteration 32Q: 3 clusters Score -1833596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1833600.250000 Penalty: 3328.821533
	Iteration 33Q: 3 clusters Score -1833600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1833601.125000 Penalty: 3328.821533
	Iteration 34Q: 3 clusters Score -1833601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1833604.875000 Penalty: 3328.821533
	Iteration 35Q: 3 clusters Score -1833605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1833606.250000 Penalty: 3328.821533
	Iteration 36Q: 3 clusters Score -1833606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1833606.625000 Penalty: 3328.821533
	Iteration 37Q: 3 clusters Score -1833607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1833608.875000 Penalty: 3328.821533
	Iteration 38Q: 3 clusters Score -1833609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1833608.875000 Penalty: 3328.821533
	Iteration 39F: 3 clusters Score -1833609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Entering Unmasked Estep 
Score: -316647.187500 Penalty: 1391.414185
	Iteration 0F: 2 clusters Score -316647.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -312562.125000 Penalty: 2782.828369
	Iteration 0F: 3 clusters Score -312562.1 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -313713.812500 Penalty: 2782.828369
	Iteration 1F: 3 clusters Score -313713.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -313915.125000 Penalty: 2782.828369
	Iteration 2F: 3 clusters Score -313915.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -314046.937500 Penalty: 2782.828369
	Iteration 3F: 3 clusters Score -314046.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -314172.187500 Penalty: 2782.828369
	Iteration 4Q: 3 clusters Score -314172.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -314301.593750 Penalty: 2782.828369
	Iteration 5Q: 3 clusters Score -314301.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -314437.375000 Penalty: 2782.828369
	Iteration 6Q: 3 clusters Score -314437.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -314570.875000 Penalty: 2782.828369
	Iteration 7Q: 3 clusters Score -314570.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -314696.718750 Penalty: 2782.828369
	Iteration 8Q: 3 clusters Score -314696.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -314801.750000 Penalty: 2782.828369
	Iteration 9Q: 3 clusters Score -314801.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -314883.687500 Penalty: 2782.828369
	Iteration 10Q: 3 clusters Score -314883.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -314949.062500 Penalty: 2782.828369
	Iteration 11Q: 3 clusters Score -314949.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -315003.312500 Penalty: 2782.828369
	Iteration 12Q: 3 clusters Score -315003.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -315056.000000 Penalty: 2782.828369
	Iteration 13Q: 3 clusters Score -315056 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -315100.781250 Penalty: 2782.828369
	Iteration 14Q: 3 clusters Score -315100.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -315135.125000 Penalty: 2782.828369
	Iteration 15Q: 3 clusters Score -315135.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -315163.343750 Penalty: 2782.828369
	Iteration 16Q: 3 clusters Score -315163.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -315190.093750 Penalty: 2782.828369
	Iteration 17Q: 3 clusters Score -315190.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -315217.156250 Penalty: 2782.828369
	Iteration 18Q: 3 clusters Score -315217.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -315247.843750 Penalty: 2782.828369
	Iteration 19Q: 3 clusters Score -315247.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -315268.687500 Penalty: 2782.828369
	Iteration 20F: 3 clusters Score -315268.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -315286.000000 Penalty: 2782.828369
	Iteration 21Q: 3 clusters Score -315286 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -315300.843750 Penalty: 2782.828369
	Iteration 22Q: 3 clusters Score -315300.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -315313.875000 Penalty: 2782.828369
	Iteration 23Q: 3 clusters Score -315313.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -315324.968750 Penalty: 2782.828369
	Iteration 24Q: 3 clusters Score -315325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -315336.406250 Penalty: 2782.828369
	Iteration 25Q: 3 clusters Score -315336.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -315349.781250 Penalty: 2782.828369
	Iteration 26Q: 3 clusters Score -315349.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -315360.468750 Penalty: 2782.828369
	Iteration 27Q: 3 clusters Score -315360.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -315367.437500 Penalty: 2782.828369
	Iteration 28Q: 3 clusters Score -315367.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -315375.406250 Penalty: 2782.828369
	Iteration 29Q: 3 clusters Score -315375.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -315379.218750 Penalty: 2782.828369
	Iteration 30Q: 3 clusters Score -315379.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -315382.968750 Penalty: 2782.828369
	Iteration 31Q: 3 clusters Score -315383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -315384.468750 Penalty: 2782.828369
	Iteration 32Q: 3 clusters Score -315384.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -315387.343750 Penalty: 2782.828369
	Iteration 33Q: 3 clusters Score -315387.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -315388.718750 Penalty: 2782.828369
	Iteration 34Q: 3 clusters Score -315388.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -315390.250000 Penalty: 2782.828369
	Iteration 35Q: 3 clusters Score -315390.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -315391.000000 Penalty: 2782.828369
	Iteration 36Q: 3 clusters Score -315391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -315392.656250 Penalty: 2782.828369
	Iteration 37Q: 3 clusters Score -315392.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -315394.218750 Penalty: 2782.828369
	Iteration 38Q: 3 clusters Score -315394.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -315396.437500 Penalty: 2782.828369
	Iteration 39Q: 3 clusters Score -315396.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -315399.781250 Penalty: 2782.828369
	Iteration 40F: 3 clusters Score -315399.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -315402.343750 Penalty: 2782.828369
	Iteration 41Q: 3 clusters Score -315402.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -315403.218750 Penalty: 2782.828369
	Iteration 42Q: 3 clusters Score -315403.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -315403.687500 Penalty: 2782.828369
	Iteration 43Q: 3 clusters Score -315403.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -315403.750000 Penalty: 2782.828369
	Iteration 44Q: 3 clusters Score -315403.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -315403.968750 Penalty: 2782.828369
	Iteration 45Q: 3 clusters Score -315404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -315405.468750 Penalty: 2782.828369
	Iteration 46Q: 3 clusters Score -315405.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -315406.125000 Penalty: 2782.828369
	Iteration 47Q: 3 clusters Score -315406.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -315408.750000 Penalty: 2782.828369
	Iteration 48Q: 3 clusters Score -315408.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -315411.093750 Penalty: 2782.828369
	Iteration 49Q: 3 clusters Score -315411.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -315414.093750 Penalty: 2782.828369
	Iteration 50Q: 3 clusters Score -315414.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -315417.375000 Penalty: 2782.828369
	Iteration 51Q: 3 clusters Score -315417.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -315423.937500 Penalty: 2782.828369
	Iteration 52Q: 3 clusters Score -315423.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -315427.468750 Penalty: 2782.828369
	Iteration 53Q: 3 clusters Score -315427.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -315431.218750 Penalty: 2782.828369
	Iteration 54Q: 3 clusters Score -315431.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -315436.125000 Penalty: 2782.828369
	Iteration 55Q: 3 clusters Score -315436.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -315438.718750 Penalty: 2782.828369
	Iteration 56Q: 3 clusters Score -315438.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -315441.156250 Penalty: 2782.828369
	Iteration 57Q: 3 clusters Score -315441.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -315443.000000 Penalty: 2782.828369
	Iteration 58Q: 3 clusters Score -315443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -315444.656250 Penalty: 2782.828369
	Iteration 59Q: 3 clusters Score -315444.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -315446.531250 Penalty: 2782.828369
	Iteration 60F: 3 clusters Score -315446.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -315447.468750 Penalty: 2782.828369
	Iteration 61Q: 3 clusters Score -315447.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -315449.062500 Penalty: 2782.828369
	Iteration 62Q: 3 clusters Score -315449.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -315449.656250 Penalty: 2782.828369
	Iteration 63Q: 3 clusters Score -315449.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -315450.750000 Penalty: 2782.828369
	Iteration 64Q: 3 clusters Score -315450.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -315451.125000 Penalty: 2782.828369
	Iteration 65Q: 3 clusters Score -315451.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -315451.875000 Penalty: 2782.828369
	Iteration 66Q: 3 clusters Score -315451.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -315454.187500 Penalty: 2782.828369
	Iteration 67Q: 3 clusters Score -315454.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -315454.843750 Penalty: 2782.828369
	Iteration 68Q: 3 clusters Score -315454.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -315457.218750 Penalty: 2782.828369
	Iteration 69Q: 3 clusters Score -315457.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -315458.125000 Penalty: 2782.828369
	Iteration 70Q: 3 clusters Score -315458.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -315459.187500 Penalty: 2782.828369
	Iteration 71Q: 3 clusters Score -315459.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -315459.531250 Penalty: 2782.828369
	Iteration 72Q: 3 clusters Score -315459.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -315459.375000 Penalty: 2782.828369
	Iteration 73Q: 3 clusters Score -315459.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -315460.562500 Penalty: 2782.828369
	Iteration 74Q: 3 clusters Score -315460.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -315460.562500 Penalty: 2782.828369
	Iteration 75F: 3 clusters Score -315460.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Entering Unmasked Estep 
Score: -1211586.000000 Penalty: 1604.082031
	Iteration 0F: 2 clusters Score -1211586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1198200.375000 Penalty: 3208.164062
	Iteration 0F: 3 clusters Score -1198200 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1202975.500000 Penalty: 3208.164062
	Iteration 1F: 3 clusters Score -1202976 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1203245.500000 Penalty: 3208.164062
	Iteration 2Q: 3 clusters Score -1203246 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1203505.750000 Penalty: 3208.164062
	Iteration 3Q: 3 clusters Score -1203506 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1203726.500000 Penalty: 3208.164062
	Iteration 4Q: 3 clusters Score -1203726 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1203966.750000 Penalty: 3208.164062
	Iteration 5Q: 3 clusters Score -1203967 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1204288.500000 Penalty: 3208.164062
	Iteration 6Q: 3 clusters Score -1204288 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1204741.625000 Penalty: 3208.164062
	Iteration 7Q: 3 clusters Score -1204742 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1205357.250000 Penalty: 3208.164062
	Iteration 8F: 3 clusters Score -1205357 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1206253.125000 Penalty: 3208.164062
	Iteration 9F: 3 clusters Score -1206253 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1207368.875000 Penalty: 3208.164062
	Iteration 10F: 3 clusters Score -1207369 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -1208484.250000 Penalty: 3208.164062
	Iteration 11F: 3 clusters Score -1208484 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -1209335.250000 Penalty: 3208.164062
	Iteration 12Q: 3 clusters Score -1209335 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -1209771.000000 Penalty: 3208.164062
	Iteration 13Q: 3 clusters Score -1209771 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -1209979.000000 Penalty: 3208.164062
	Iteration 14Q: 3 clusters Score -1209979 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -1210071.750000 Penalty: 3208.164062
	Iteration 15Q: 3 clusters Score -1210072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -1210124.250000 Penalty: 3208.164062
	Iteration 16Q: 3 clusters Score -1210124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -1210150.375000 Penalty: 3208.164062
	Iteration 17Q: 3 clusters Score -1210150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -1210162.250000 Penalty: 3208.164062
	Iteration 18Q: 3 clusters Score -1210162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -1210169.750000 Penalty: 3208.164062
	Iteration 19Q: 3 clusters Score -1210170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -1210173.250000 Penalty: 3208.164062
	Iteration 20F: 3 clusters Score -1210173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -1210178.625000 Penalty: 3208.164062
	Iteration 21Q: 3 clusters Score -1210179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -1210182.875000 Penalty: 3208.164062
	Iteration 22Q: 3 clusters Score -1210183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -1210189.500000 Penalty: 3208.164062
	Iteration 23Q: 3 clusters Score -1210190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -1210194.125000 Penalty: 3208.164062
	Iteration 24Q: 3 clusters Score -1210194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -1210194.125000 Penalty: 3208.164062
	Iteration 25F: 3 clusters Score -1210194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Entering Unmasked Estep 
Score: -288820.687500 Penalty: 1384.562988
	Iteration 0F: 2 clusters Score -288820.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -284804.375000 Penalty: 2769.125977
	Iteration 0F: 3 clusters Score -284804.4 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -286015.406250 Penalty: 2769.125977
	Iteration 1F: 3 clusters Score -286015.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -286255.593750 Penalty: 2769.125977
	Iteration 2F: 3 clusters Score -286255.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -286475.812500 Penalty: 2769.125977
	Iteration 3F: 3 clusters Score -286475.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -286713.406250 Penalty: 2769.125977
	Iteration 4F: 3 clusters Score -286713.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -287038.625000 Penalty: 2769.125977
	Iteration 5F: 3 clusters Score -287038.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -287484.000000 Penalty: 2769.125977
	Iteration 6F: 3 clusters Score -287484 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -287982.000000 Penalty: 2769.125977
	Iteration 7F: 3 clusters Score -287982 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -288444.500000 Penalty: 2769.125977
	Iteration 8F: 3 clusters Score -288444.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -288859.000000 Penalty: 2769.125977
	Iteration 9F: 3 clusters Score -288859 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -289174.656250 Penalty: 2769.125977
	Iteration 10Q: 3 clusters Score -289174.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -289365.281250 Penalty: 2769.125977
	Iteration 11Q: 3 clusters Score -289365.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -289499.468750 Penalty: 2769.125977
	Iteration 12Q: 3 clusters Score -289499.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -289614.250000 Penalty: 2769.125977
	Iteration 13Q: 3 clusters Score -289614.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -289701.593750 Penalty: 2769.125977
	Iteration 14Q: 3 clusters Score -289701.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -289765.750000 Penalty: 2769.125977
	Iteration 15Q: 3 clusters Score -289765.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -289815.187500 Penalty: 2769.125977
	Iteration 16Q: 3 clusters Score -289815.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -289833.062500 Penalty: 2769.125977
	Iteration 17Q: 3 clusters Score -289833.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -289839.062500 Penalty: 2769.125977
	Iteration 18Q: 3 clusters Score -289839.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -289840.687500 Penalty: 2769.125977
	Iteration 19Q: 3 clusters Score -289840.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -289841.000000 Penalty: 2769.125977
	Iteration 20F: 3 clusters Score -289841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -289841.937500 Penalty: 2769.125977
	Iteration 21Q: 3 clusters Score -289841.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -289842.562500 Penalty: 2769.125977
	Iteration 22Q: 3 clusters Score -289842.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -289842.062500 Penalty: 2769.125977
	Iteration 23Q: 3 clusters Score -289842.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -289842.062500 Penalty: 2769.125977
	Iteration 24F: 3 clusters Score -289842.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 19227 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 4989 members 
Mstep: Class 7 contains 5440 members 
Mstep: Class 8 contains 1705 members 
Mstep: Class 9 contains 28072 members 
Mstep: Class 10 contains 5232 members 
Mstep: Class 11 contains 19366 members 
Mstep: Class 12 contains 1206 members 
Mstep: Class 13 contains 11031 members 
Mstep: Class 14 contains 65532 members 
Mstep: Class 15 contains 2882 members 
Mstep: Class 16 contains 6998 members 
Mstep: Class 17 contains 7950 members 
Mstep: Class 18 contains 4806 members 
Mstep: Class 19 contains 126408 members 
Mstep: Class 20 contains 7780 members 
Mstep: Class 21 contains 3215 members 
Mstep: Class 22 contains 8198 members 
Mstep: Class 23 contains 8659 members 
Mstep: Class 24 contains 2292 members 
Mstep: Class 25 contains 3810 members 
Entering Unmasked Estep 
Score: -21332742.000000 Penalty: 51972.636719
Splitting cluster 12 changes total score from -21332302.000000 to -21332742.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (11031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Entering Unmasked Estep 
Score: -670643.875000 Penalty: 1512.625610
	Iteration 0F: 2 clusters Score -670643.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -662709.875000 Penalty: 3025.251221
	Iteration 0F: 3 clusters Score -662709.9 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -665260.062500 Penalty: 3025.251221
	Iteration 1F: 3 clusters Score -665260.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -665543.875000 Penalty: 3025.251221
	Iteration 2F: 3 clusters Score -665543.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -665808.312500 Penalty: 3025.251221
	Iteration 3F: 3 clusters Score -665808.3 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -666069.062500 Penalty: 3025.251221
	Iteration 4Q: 3 clusters Score -666069.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -666348.250000 Penalty: 3025.251221
	Iteration 5Q: 3 clusters Score -666348.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -666678.750000 Penalty: 3025.251221
	Iteration 6Q: 3 clusters Score -666678.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -667056.125000 Penalty: 3025.251221
	Iteration 7F: 3 clusters Score -667056.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -667497.187500 Penalty: 3025.251221
	Iteration 8F: 3 clusters Score -667497.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -668049.250000 Penalty: 3025.251221
	Iteration 9F: 3 clusters Score -668049.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -668655.625000 Penalty: 3025.251221
	Iteration 10Q: 3 clusters Score -668655.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -669213.500000 Penalty: 3025.251221
	Iteration 11Q: 3 clusters Score -669213.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -669571.687500 Penalty: 3025.251221
	Iteration 12Q: 3 clusters Score -669571.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -669790.687500 Penalty: 3025.251221
	Iteration 13Q: 3 clusters Score -669790.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -669895.625000 Penalty: 3025.251221
	Iteration 14Q: 3 clusters Score -669895.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -669957.312500 Penalty: 3025.251221
	Iteration 15Q: 3 clusters Score -669957.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -669984.000000 Penalty: 3025.251221
	Iteration 16Q: 3 clusters Score -669984 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -670006.562500 Penalty: 3025.251221
	Iteration 17Q: 3 clusters Score -670006.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -670025.250000 Penalty: 3025.251221
	Iteration 18Q: 3 clusters Score -670025.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -670042.625000 Penalty: 3025.251221
	Iteration 19Q: 3 clusters Score -670042.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -670059.937500 Penalty: 3025.251221
	Iteration 20F: 3 clusters Score -670059.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -670070.812500 Penalty: 3025.251221
	Iteration 21Q: 3 clusters Score -670070.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -670078.250000 Penalty: 3025.251221
	Iteration 22Q: 3 clusters Score -670078.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -670083.125000 Penalty: 3025.251221
	Iteration 23Q: 3 clusters Score -670083.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -670085.812500 Penalty: 3025.251221
	Iteration 24Q: 3 clusters Score -670085.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -670089.937500 Penalty: 3025.251221
	Iteration 25Q: 3 clusters Score -670089.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -670096.750000 Penalty: 3025.251221
	Iteration 26Q: 3 clusters Score -670096.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -670101.562500 Penalty: 3025.251221
	Iteration 27Q: 3 clusters Score -670101.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -670104.937500 Penalty: 3025.251221
	Iteration 28Q: 3 clusters Score -670104.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -670112.937500 Penalty: 3025.251221
	Iteration 29Q: 3 clusters Score -670112.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -670115.500000 Penalty: 3025.251221
	Iteration 30Q: 3 clusters Score -670115.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -670120.000000 Penalty: 3025.251221
	Iteration 31Q: 3 clusters Score -670120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -670123.000000 Penalty: 3025.251221
	Iteration 32Q: 3 clusters Score -670123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -670124.000000 Penalty: 3025.251221
	Iteration 33Q: 3 clusters Score -670124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -670130.062500 Penalty: 3025.251221
	Iteration 34Q: 3 clusters Score -670130.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -670133.375000 Penalty: 3025.251221
	Iteration 35Q: 3 clusters Score -670133.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -670135.000000 Penalty: 3025.251221
	Iteration 36Q: 3 clusters Score -670135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -670138.250000 Penalty: 3025.251221
	Iteration 37Q: 3 clusters Score -670138.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -670141.312500 Penalty: 3025.251221
	Iteration 38Q: 3 clusters Score -670141.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -670145.000000 Penalty: 3025.251221
	Iteration 39Q: 3 clusters Score -670145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -670144.562500 Penalty: 3025.251221
	Iteration 40F: 3 clusters Score -670144.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -670145.750000 Penalty: 3025.251221
	Iteration 41Q: 3 clusters Score -670145.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -670145.125000 Penalty: 3025.251221
	Iteration 42Q: 3 clusters Score -670145.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -670145.937500 Penalty: 3025.251221
	Iteration 43Q: 3 clusters Score -670145.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -670146.250000 Penalty: 3025.251221
	Iteration 44Q: 3 clusters Score -670146.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -670146.125000 Penalty: 3025.251221
	Iteration 45Q: 3 clusters Score -670146.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -670146.937500 Penalty: 3025.251221
	Iteration 46Q: 3 clusters Score -670146.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -670147.125000 Penalty: 3025.251221
	Iteration 47Q: 3 clusters Score -670147.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -670147.125000 Penalty: 3025.251221
	Iteration 48F: 3 clusters Score -670147.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (65532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Entering Unmasked Estep 
Score: -4206539.500000 Penalty: 1802.172729
	Iteration 0F: 2 clusters Score -4206540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -4162740.750000 Penalty: 3604.345459
	Iteration 0F: 3 clusters Score -4162741 nChanged 30984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -4180932.500000 Penalty: 3604.345459
	Iteration 1F: 3 clusters Score -4180932 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -4182316.750000 Penalty: 3604.345459
	Iteration 2Q: 3 clusters Score -4182317 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -4184352.750000 Penalty: 3604.345459
	Iteration 3F: 3 clusters Score -4184353 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -4187451.750000 Penalty: 3604.345459
	Iteration 4F: 3 clusters Score -4187452 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -4191575.750000 Penalty: 3604.345459
	Iteration 5F: 3 clusters Score -4191576 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -4195761.000000 Penalty: 3604.345459
	Iteration 6F: 3 clusters Score -4195761 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
Score: -4199121.500000 Penalty: 3604.345459
	Iteration 7F: 3 clusters Score -4199122 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 61029 members 
Entering Unmasked Estep 
Score: -4201504.500000 Penalty: 3604.345459
	Iteration 8Q: 3 clusters Score -4201504 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 62746 members 
Entering Unmasked Estep 
Score: -4203042.000000 Penalty: 3604.345459
	Iteration 9Q: 3 clusters Score -4203042 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 63753 members 
Entering Unmasked Estep 
Score: -4203944.000000 Penalty: 3604.345459
	Iteration 10Q: 3 clusters Score -4203944 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 64298 members 
Entering Unmasked Estep 
Score: -4204435.500000 Penalty: 3604.345459
	Iteration 11Q: 3 clusters Score -4204436 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 64566 members 
Entering Unmasked Estep 
Score: -4204699.000000 Penalty: 3604.345459
	Iteration 12Q: 3 clusters Score -4204699 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 64704 members 
Entering Unmasked Estep 
Score: -4204849.500000 Penalty: 3604.345459
	Iteration 13Q: 3 clusters Score -4204850 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 64791 members 
Entering Unmasked Estep 
Score: -4204975.000000 Penalty: 3604.345459
	Iteration 14Q: 3 clusters Score -4204975 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 64854 members 
Entering Unmasked Estep 
Score: -4205067.000000 Penalty: 3604.345459
	Iteration 15Q: 3 clusters Score -4205067 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
Score: -4205105.000000 Penalty: 3604.345459
	Iteration 16Q: 3 clusters Score -4205105 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 64891 members 
Entering Unmasked Estep 
Score: -4205139.000000 Penalty: 3604.345459
	Iteration 17Q: 3 clusters Score -4205139 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 64886 members 
Entering Unmasked Estep 
Score: -4205154.500000 Penalty: 3604.345459
	Iteration 18Q: 3 clusters Score -4205154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -4205179.500000 Penalty: 3604.345459
	Iteration 19Q: 3 clusters Score -4205180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -4205202.500000 Penalty: 3604.345459
	Iteration 20F: 3 clusters Score -4205202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 64884 members 
Entering Unmasked Estep 
Score: -4205216.000000 Penalty: 3604.345459
	Iteration 21Q: 3 clusters Score -4205216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 64884 members 
Entering Unmasked Estep 
Score: -4205224.500000 Penalty: 3604.345459
	Iteration 22Q: 3 clusters Score -4205224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 64876 members 
Entering Unmasked Estep 
Score: -4205227.000000 Penalty: 3604.345459
	Iteration 23Q: 3 clusters Score -4205227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -4205238.000000 Penalty: 3604.345459
	Iteration 24Q: 3 clusters Score -4205238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -4205241.000000 Penalty: 3604.345459
	Iteration 25Q: 3 clusters Score -4205241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -4205248.500000 Penalty: 3604.345459
	Iteration 26Q: 3 clusters Score -4205248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -4205259.000000 Penalty: 3604.345459
	Iteration 27Q: 3 clusters Score -4205259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -4205272.500000 Penalty: 3604.345459
	Iteration 28Q: 3 clusters Score -4205272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 64869 members 
Entering Unmasked Estep 
Score: -4205283.500000 Penalty: 3604.345459
	Iteration 29Q: 3 clusters Score -4205284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 64864 members 
Entering Unmasked Estep 
Score: -4205288.500000 Penalty: 3604.345459
	Iteration 30Q: 3 clusters Score -4205288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 64860 members 
Entering Unmasked Estep 
Score: -4205294.000000 Penalty: 3604.345459
	Iteration 31Q: 3 clusters Score -4205294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -4205300.500000 Penalty: 3604.345459
	Iteration 32Q: 3 clusters Score -4205300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -4205300.500000 Penalty: 3604.345459
	Iteration 33Q: 3 clusters Score -4205300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 64856 members 
Entering Unmasked Estep 
Score: -4205298.000000 Penalty: 3604.345459
	Iteration 34Q: 3 clusters Score -4205298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 64855 members 
Entering Unmasked Estep 
Score: -4205301.000000 Penalty: 3604.345459
	Iteration 35Q: 3 clusters Score -4205301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 64856 members 
Entering Unmasked Estep 
Score: -4205303.500000 Penalty: 3604.345459
	Iteration 36Q: 3 clusters Score -4205304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 64855 members 
Entering Unmasked Estep 
Score: -4205308.000000 Penalty: 3604.345459
	Iteration 37Q: 3 clusters Score -4205308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 64854 members 
Entering Unmasked Estep 
Score: -4205306.000000 Penalty: 3604.345459
	Iteration 38Q: 3 clusters Score -4205306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 64854 members 
Entering Unmasked Estep 
Score: -4205306.000000 Penalty: 3604.345459
	Iteration 39F: 3 clusters Score -4205306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Entering Unmasked Estep 
Score: -175475.750000 Penalty: 1294.514038
	Iteration 0F: 2 clusters Score -175475.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -172819.671875 Penalty: 2589.028076
	Iteration 0F: 3 clusters Score -172819.7 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -173412.187500 Penalty: 2589.028076
	Iteration 1F: 3 clusters Score -173412.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -173540.546875 Penalty: 2589.028076
	Iteration 2F: 3 clusters Score -173540.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -173624.703125 Penalty: 2589.028076
	Iteration 3F: 3 clusters Score -173624.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -173672.515625 Penalty: 2589.028076
	Iteration 4Q: 3 clusters Score -173672.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -173705.187500 Penalty: 2589.028076
	Iteration 5Q: 3 clusters Score -173705.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -173724.406250 Penalty: 2589.028076
	Iteration 6Q: 3 clusters Score -173724.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -173755.578125 Penalty: 2589.028076
	Iteration 7Q: 3 clusters Score -173755.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -173785.187500 Penalty: 2589.028076
	Iteration 8Q: 3 clusters Score -173785.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -173802.437500 Penalty: 2589.028076
	Iteration 9Q: 3 clusters Score -173802.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -173819.609375 Penalty: 2589.028076
	Iteration 10Q: 3 clusters Score -173819.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -173836.437500 Penalty: 2589.028076
	Iteration 11Q: 3 clusters Score -173836.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -173861.140625 Penalty: 2589.028076
	Iteration 12Q: 3 clusters Score -173861.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -173885.187500 Penalty: 2589.028076
	Iteration 13Q: 3 clusters Score -173885.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -173909.234375 Penalty: 2589.028076
	Iteration 14Q: 3 clusters Score -173909.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -173924.375000 Penalty: 2589.028076
	Iteration 15Q: 3 clusters Score -173924.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -173943.765625 Penalty: 2589.028076
	Iteration 16Q: 3 clusters Score -173943.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -173959.109375 Penalty: 2589.028076
	Iteration 17Q: 3 clusters Score -173959.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -173971.140625 Penalty: 2589.028076
	Iteration 18Q: 3 clusters Score -173971.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -173989.140625 Penalty: 2589.028076
	Iteration 19Q: 3 clusters Score -173989.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -174007.515625 Penalty: 2589.028076
	Iteration 20F: 3 clusters Score -174007.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -174023.953125 Penalty: 2589.028076
	Iteration 21Q: 3 clusters Score -174024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -174039.578125 Penalty: 2589.028076
	Iteration 22Q: 3 clusters Score -174039.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -174061.468750 Penalty: 2589.028076
	Iteration 23Q: 3 clusters Score -174061.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -174081.656250 Penalty: 2589.028076
	Iteration 24Q: 3 clusters Score -174081.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -174102.859375 Penalty: 2589.028076
	Iteration 25Q: 3 clusters Score -174102.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -174115.546875 Penalty: 2589.028076
	Iteration 26Q: 3 clusters Score -174115.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -174125.265625 Penalty: 2589.028076
	Iteration 27Q: 3 clusters Score -174125.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -174132.125000 Penalty: 2589.028076
	Iteration 28Q: 3 clusters Score -174132.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -174139.765625 Penalty: 2589.028076
	Iteration 29Q: 3 clusters Score -174139.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -174147.546875 Penalty: 2589.028076
	Iteration 30Q: 3 clusters Score -174147.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -174153.171875 Penalty: 2589.028076
	Iteration 31Q: 3 clusters Score -174153.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -174159.093750 Penalty: 2589.028076
	Iteration 32Q: 3 clusters Score -174159.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -174167.625000 Penalty: 2589.028076
	Iteration 33Q: 3 clusters Score -174167.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -174172.890625 Penalty: 2589.028076
	Iteration 34Q: 3 clusters Score -174172.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -174180.781250 Penalty: 2589.028076
	Iteration 35Q: 3 clusters Score -174180.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -174186.765625 Penalty: 2589.028076
	Iteration 36Q: 3 clusters Score -174186.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -174195.187500 Penalty: 2589.028076
	Iteration 37Q: 3 clusters Score -174195.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -174201.140625 Penalty: 2589.028076
	Iteration 38Q: 3 clusters Score -174201.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -174206.453125 Penalty: 2589.028076
	Iteration 39Q: 3 clusters Score -174206.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -174207.921875 Penalty: 2589.028076
	Iteration 40F: 3 clusters Score -174207.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -174209.531250 Penalty: 2589.028076
	Iteration 41Q: 3 clusters Score -174209.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -174211.640625 Penalty: 2589.028076
	Iteration 42Q: 3 clusters Score -174211.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -174213.781250 Penalty: 2589.028076
	Iteration 43Q: 3 clusters Score -174213.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -174214.046875 Penalty: 2589.028076
	Iteration 44Q: 3 clusters Score -174214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -174214.218750 Penalty: 2589.028076
	Iteration 45Q: 3 clusters Score -174214.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -174215.015625 Penalty: 2589.028076
	Iteration 46Q: 3 clusters Score -174215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -174215.437500 Penalty: 2589.028076
	Iteration 47Q: 3 clusters Score -174215.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -174216.234375 Penalty: 2589.028076
	Iteration 48Q: 3 clusters Score -174216.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -174216.187500 Penalty: 2589.028076
	Iteration 49Q: 3 clusters Score -174216.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -174216.187500 Penalty: 2589.028076
	Iteration 50F: 3 clusters Score -174216.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Entering Unmasked Estep 
Score: -412366.531250 Penalty: 1438.674072
	Iteration 0F: 2 clusters Score -412366.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -407128.218750 Penalty: 2877.348145
	Iteration 0F: 3 clusters Score -407128.2 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -408813.625000 Penalty: 2877.348145
	Iteration 1F: 3 clusters Score -408813.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -409108.093750 Penalty: 2877.348145
	Iteration 2F: 3 clusters Score -409108.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -409477.531250 Penalty: 2877.348145
	Iteration 3F: 3 clusters Score -409477.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -409947.343750 Penalty: 2877.348145
	Iteration 4F: 3 clusters Score -409947.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -410422.250000 Penalty: 2877.348145
	Iteration 5F: 3 clusters Score -410422.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -410841.531250 Penalty: 2877.348145
	Iteration 6F: 3 clusters Score -410841.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -411180.093750 Penalty: 2877.348145
	Iteration 7F: 3 clusters Score -411180.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -411433.687500 Penalty: 2877.348145
	Iteration 8F: 3 clusters Score -411433.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -411608.343750 Penalty: 2877.348145
	Iteration 9Q: 3 clusters Score -411608.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -411723.781250 Penalty: 2877.348145
	Iteration 10Q: 3 clusters Score -411723.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -411793.906250 Penalty: 2877.348145
	Iteration 11Q: 3 clusters Score -411793.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -411842.562500 Penalty: 2877.348145
	Iteration 12Q: 3 clusters Score -411842.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -411874.062500 Penalty: 2877.348145
	Iteration 13Q: 3 clusters Score -411874.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -411899.156250 Penalty: 2877.348145
	Iteration 14Q: 3 clusters Score -411899.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -411930.906250 Penalty: 2877.348145
	Iteration 15Q: 3 clusters Score -411930.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -411961.875000 Penalty: 2877.348145
	Iteration 16Q: 3 clusters Score -411961.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -411988.718750 Penalty: 2877.348145
	Iteration 17Q: 3 clusters Score -411988.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -412009.156250 Penalty: 2877.348145
	Iteration 18Q: 3 clusters Score -412009.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -412019.437500 Penalty: 2877.348145
	Iteration 19Q: 3 clusters Score -412019.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -412024.031250 Penalty: 2877.348145
	Iteration 20F: 3 clusters Score -412024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -412029.562500 Penalty: 2877.348145
	Iteration 21Q: 3 clusters Score -412029.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -412030.812500 Penalty: 2877.348145
	Iteration 22Q: 3 clusters Score -412030.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -412032.125000 Penalty: 2877.348145
	Iteration 23Q: 3 clusters Score -412032.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -412034.906250 Penalty: 2877.348145
	Iteration 24Q: 3 clusters Score -412034.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -412036.531250 Penalty: 2877.348145
	Iteration 25Q: 3 clusters Score -412036.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -412038.718750 Penalty: 2877.348145
	Iteration 26Q: 3 clusters Score -412038.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -412041.156250 Penalty: 2877.348145
	Iteration 27Q: 3 clusters Score -412041.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -412042.937500 Penalty: 2877.348145
	Iteration 28Q: 3 clusters Score -412042.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -412044.593750 Penalty: 2877.348145
	Iteration 29Q: 3 clusters Score -412044.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -412045.562500 Penalty: 2877.348145
	Iteration 30Q: 3 clusters Score -412045.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -412046.531250 Penalty: 2877.348145
	Iteration 31Q: 3 clusters Score -412046.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -412046.875000 Penalty: 2877.348145
	Iteration 32Q: 3 clusters Score -412046.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -412047.468750 Penalty: 2877.348145
	Iteration 33Q: 3 clusters Score -412047.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -412048.968750 Penalty: 2877.348145
	Iteration 34Q: 3 clusters Score -412049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -412048.562500 Penalty: 2877.348145
	Iteration 35Q: 3 clusters Score -412048.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -412048.937500 Penalty: 2877.348145
	Iteration 36Q: 3 clusters Score -412048.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -412048.937500 Penalty: 2877.348145
	Iteration 37F: 3 clusters Score -412048.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Entering Unmasked Estep 
Score: -508016.437500 Penalty: 1459.400757
	Iteration 0F: 2 clusters Score -508016.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -502191.250000 Penalty: 2918.801514
	Iteration 0F: 3 clusters Score -502191.2 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -503992.343750 Penalty: 2918.801514
	Iteration 1F: 3 clusters Score -503992.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -504188.375000 Penalty: 2918.801514
	Iteration 2F: 3 clusters Score -504188.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -504317.187500 Penalty: 2918.801514
	Iteration 3Q: 3 clusters Score -504317.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -504421.656250 Penalty: 2918.801514
	Iteration 4Q: 3 clusters Score -504421.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -504531.125000 Penalty: 2918.801514
	Iteration 5Q: 3 clusters Score -504531.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -504666.937500 Penalty: 2918.801514
	Iteration 6Q: 3 clusters Score -504666.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -504804.312500 Penalty: 2918.801514
	Iteration 7Q: 3 clusters Score -504804.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -504946.781250 Penalty: 2918.801514
	Iteration 8Q: 3 clusters Score -504946.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -505079.281250 Penalty: 2918.801514
	Iteration 9Q: 3 clusters Score -505079.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -505234.156250 Penalty: 2918.801514
	Iteration 10Q: 3 clusters Score -505234.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -505380.156250 Penalty: 2918.801514
	Iteration 11Q: 3 clusters Score -505380.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -505549.625000 Penalty: 2918.801514
	Iteration 12Q: 3 clusters Score -505549.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -505733.718750 Penalty: 2918.801514
	Iteration 13Q: 3 clusters Score -505733.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -505901.875000 Penalty: 2918.801514
	Iteration 14Q: 3 clusters Score -505901.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -506037.968750 Penalty: 2918.801514
	Iteration 15Q: 3 clusters Score -506038 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -506146.718750 Penalty: 2918.801514
	Iteration 16Q: 3 clusters Score -506146.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -506219.406250 Penalty: 2918.801514
	Iteration 17Q: 3 clusters Score -506219.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -506260.843750 Penalty: 2918.801514
	Iteration 18Q: 3 clusters Score -506260.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -506294.125000 Penalty: 2918.801514
	Iteration 19Q: 3 clusters Score -506294.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -506323.125000 Penalty: 2918.801514
	Iteration 20F: 3 clusters Score -506323.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -506357.312500 Penalty: 2918.801514
	Iteration 21Q: 3 clusters Score -506357.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -506399.718750 Penalty: 2918.801514
	Iteration 22Q: 3 clusters Score -506399.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -506438.937500 Penalty: 2918.801514
	Iteration 23Q: 3 clusters Score -506438.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -506469.906250 Penalty: 2918.801514
	Iteration 24Q: 3 clusters Score -506469.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -506490.187500 Penalty: 2918.801514
	Iteration 25Q: 3 clusters Score -506490.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -506511.625000 Penalty: 2918.801514
	Iteration 26Q: 3 clusters Score -506511.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -506532.437500 Penalty: 2918.801514
	Iteration 27Q: 3 clusters Score -506532.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -506549.843750 Penalty: 2918.801514
	Iteration 28Q: 3 clusters Score -506549.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -506565.312500 Penalty: 2918.801514
	Iteration 29Q: 3 clusters Score -506565.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -506579.093750 Penalty: 2918.801514
	Iteration 30Q: 3 clusters Score -506579.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -506589.375000 Penalty: 2918.801514
	Iteration 31Q: 3 clusters Score -506589.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -506598.468750 Penalty: 2918.801514
	Iteration 32Q: 3 clusters Score -506598.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -506606.656250 Penalty: 2918.801514
	Iteration 33Q: 3 clusters Score -506606.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -506613.062500 Penalty: 2918.801514
	Iteration 34Q: 3 clusters Score -506613.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -506616.343750 Penalty: 2918.801514
	Iteration 35Q: 3 clusters Score -506616.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -506620.187500 Penalty: 2918.801514
	Iteration 36Q: 3 clusters Score -506620.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -506620.906250 Penalty: 2918.801514
	Iteration 37Q: 3 clusters Score -506620.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -506623.781250 Penalty: 2918.801514
	Iteration 38Q: 3 clusters Score -506623.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -506625.000000 Penalty: 2918.801514
	Iteration 39Q: 3 clusters Score -506625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -506628.937500 Penalty: 2918.801514
	Iteration 40F: 3 clusters Score -506628.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -506632.125000 Penalty: 2918.801514
	Iteration 41Q: 3 clusters Score -506632.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -506637.625000 Penalty: 2918.801514
	Iteration 42Q: 3 clusters Score -506637.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -506641.250000 Penalty: 2918.801514
	Iteration 43Q: 3 clusters Score -506641.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -506646.593750 Penalty: 2918.801514
	Iteration 44Q: 3 clusters Score -506646.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -506653.593750 Penalty: 2918.801514
	Iteration 45Q: 3 clusters Score -506653.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -506658.656250 Penalty: 2918.801514
	Iteration 46Q: 3 clusters Score -506658.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -506661.656250 Penalty: 2918.801514
	Iteration 47Q: 3 clusters Score -506661.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -506666.125000 Penalty: 2918.801514
	Iteration 48Q: 3 clusters Score -506666.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -506672.125000 Penalty: 2918.801514
	Iteration 49Q: 3 clusters Score -506672.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -506678.843750 Penalty: 2918.801514
	Iteration 50Q: 3 clusters Score -506678.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -506688.531250 Penalty: 2918.801514
	Iteration 51Q: 3 clusters Score -506688.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -506695.718750 Penalty: 2918.801514
	Iteration 52Q: 3 clusters Score -506695.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -506704.062500 Penalty: 2918.801514
	Iteration 53Q: 3 clusters Score -506704.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -506708.718750 Penalty: 2918.801514
	Iteration 54Q: 3 clusters Score -506708.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -506711.937500 Penalty: 2918.801514
	Iteration 55Q: 3 clusters Score -506711.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -506714.593750 Penalty: 2918.801514
	Iteration 56Q: 3 clusters Score -506714.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -506716.000000 Penalty: 2918.801514
	Iteration 57Q: 3 clusters Score -506716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -506718.093750 Penalty: 2918.801514
	Iteration 58Q: 3 clusters Score -506718.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -506719.281250 Penalty: 2918.801514
	Iteration 59Q: 3 clusters Score -506719.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -506721.843750 Penalty: 2918.801514
	Iteration 60F: 3 clusters Score -506721.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -506724.937500 Penalty: 2918.801514
	Iteration 61Q: 3 clusters Score -506724.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -506726.687500 Penalty: 2918.801514
	Iteration 62Q: 3 clusters Score -506726.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -506727.968750 Penalty: 2918.801514
	Iteration 63Q: 3 clusters Score -506728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -506728.375000 Penalty: 2918.801514
	Iteration 64Q: 3 clusters Score -506728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -506729.312500 Penalty: 2918.801514
	Iteration 65Q: 3 clusters Score -506729.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -506730.343750 Penalty: 2918.801514
	Iteration 66Q: 3 clusters Score -506730.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -506730.343750 Penalty: 2918.801514
	Iteration 67F: 3 clusters Score -506730.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Entering Unmasked Estep 
Score: -319288.812500 Penalty: 1377.613281
	Iteration 0F: 2 clusters Score -319288.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -315485.187500 Penalty: 2755.226562
	Iteration 0F: 3 clusters Score -315485.2 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -316523.468750 Penalty: 2755.226562
	Iteration 1F: 3 clusters Score -316523.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -316742.187500 Penalty: 2755.226562
	Iteration 2F: 3 clusters Score -316742.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -316929.062500 Penalty: 2755.226562
	Iteration 3F: 3 clusters Score -316929.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -317084.562500 Penalty: 2755.226562
	Iteration 4F: 3 clusters Score -317084.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -317223.750000 Penalty: 2755.226562
	Iteration 5Q: 3 clusters Score -317223.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -317355.437500 Penalty: 2755.226562
	Iteration 6Q: 3 clusters Score -317355.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -317476.812500 Penalty: 2755.226562
	Iteration 7Q: 3 clusters Score -317476.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -317598.093750 Penalty: 2755.226562
	Iteration 8Q: 3 clusters Score -317598.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -317702.656250 Penalty: 2755.226562
	Iteration 9Q: 3 clusters Score -317702.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -317772.750000 Penalty: 2755.226562
	Iteration 10Q: 3 clusters Score -317772.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -317830.625000 Penalty: 2755.226562
	Iteration 11Q: 3 clusters Score -317830.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -317902.937500 Penalty: 2755.226562
	Iteration 12Q: 3 clusters Score -317902.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -317964.718750 Penalty: 2755.226562
	Iteration 13Q: 3 clusters Score -317964.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -318018.375000 Penalty: 2755.226562
	Iteration 14Q: 3 clusters Score -318018.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -318064.531250 Penalty: 2755.226562
	Iteration 15Q: 3 clusters Score -318064.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -318106.875000 Penalty: 2755.226562
	Iteration 16Q: 3 clusters Score -318106.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -318147.375000 Penalty: 2755.226562
	Iteration 17Q: 3 clusters Score -318147.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -318186.031250 Penalty: 2755.226562
	Iteration 18Q: 3 clusters Score -318186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -318213.562500 Penalty: 2755.226562
	Iteration 19Q: 3 clusters Score -318213.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -318250.656250 Penalty: 2755.226562
	Iteration 20F: 3 clusters Score -318250.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -318273.875000 Penalty: 2755.226562
	Iteration 21Q: 3 clusters Score -318273.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -318293.812500 Penalty: 2755.226562
	Iteration 22Q: 3 clusters Score -318293.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -318304.343750 Penalty: 2755.226562
	Iteration 23Q: 3 clusters Score -318304.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -318308.875000 Penalty: 2755.226562
	Iteration 24Q: 3 clusters Score -318308.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -318313.281250 Penalty: 2755.226562
	Iteration 25Q: 3 clusters Score -318313.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -318315.937500 Penalty: 2755.226562
	Iteration 26Q: 3 clusters Score -318315.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -318316.312500 Penalty: 2755.226562
	Iteration 27Q: 3 clusters Score -318316.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -318316.312500 Penalty: 2755.226562
	Iteration 28F: 3 clusters Score -318316.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (126408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126408 members 
Entering Unmasked Estep 
Score: -7659244.500000 Penalty: 1908.931274
	Iteration 0F: 2 clusters Score -7659244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63073 members 
Mstep: Class 2 contains 63335 members 
Entering Unmasked Estep 
Score: -7574611.500000 Penalty: 3817.862549
	Iteration 0F: 3 clusters Score -7574612 nChanged 60742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62273 members 
Mstep: Class 2 contains 64135 members 
Entering Unmasked Estep 
Score: -7610710.000000 Penalty: 3817.862549
	Iteration 1F: 3 clusters Score -7610710 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61714 members 
Mstep: Class 2 contains 64694 members 
Entering Unmasked Estep 
Score: -7611818.500000 Penalty: 3817.862549
	Iteration 2Q: 3 clusters Score -7611818 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60785 members 
Mstep: Class 2 contains 65623 members 
Entering Unmasked Estep 
Score: -7613166.500000 Penalty: 3817.862549
	Iteration 3Q: 3 clusters Score -7613166 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 66991 members 
Entering Unmasked Estep 
Score: -7614809.000000 Penalty: 3817.862549
	Iteration 4Q: 3 clusters Score -7614809 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57434 members 
Mstep: Class 2 contains 68974 members 
Entering Unmasked Estep 
Score: -7617222.500000 Penalty: 3817.862549
	Iteration 5Q: 3 clusters Score -7617222 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 71777 members 
Entering Unmasked Estep 
Score: -7620684.000000 Penalty: 3817.862549
	Iteration 6F: 3 clusters Score -7620684 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 75052 members 
Entering Unmasked Estep 
Score: -7625689.000000 Penalty: 3817.862549
	Iteration 7F: 3 clusters Score -7625689 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 78098 members 
Entering Unmasked Estep 
Score: -7631712.500000 Penalty: 3817.862549
	Iteration 8F: 3 clusters Score -7631712 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 80439 members 
Entering Unmasked Estep 
Score: -7636820.000000 Penalty: 3817.862549
	Iteration 9F: 3 clusters Score -7636820 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 81965 members 
Entering Unmasked Estep 
Score: -7639641.500000 Penalty: 3817.862549
	Iteration 10Q: 3 clusters Score -7639642 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 83104 members 
Entering Unmasked Estep 
Score: -7640867.500000 Penalty: 3817.862549
	Iteration 11Q: 3 clusters Score -7640868 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 84079 members 
Entering Unmasked Estep 
Score: -7641393.500000 Penalty: 3817.862549
	Iteration 12Q: 3 clusters Score -7641394 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 85068 members 
Entering Unmasked Estep 
Score: -7641853.000000 Penalty: 3817.862549
	Iteration 13Q: 3 clusters Score -7641853 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 86048 members 
Entering Unmasked Estep 
Score: -7642166.000000 Penalty: 3817.862549
	Iteration 14Q: 3 clusters Score -7642166 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 87101 members 
Entering Unmasked Estep 
Score: -7642540.000000 Penalty: 3817.862549
	Iteration 15Q: 3 clusters Score -7642540 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 88151 members 
Entering Unmasked Estep 
Score: -7642892.000000 Penalty: 3817.862549
	Iteration 16Q: 3 clusters Score -7642892 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 89204 members 
Entering Unmasked Estep 
Score: -7643217.000000 Penalty: 3817.862549
	Iteration 17Q: 3 clusters Score -7643217 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 90289 members 
Entering Unmasked Estep 
Score: -7643568.000000 Penalty: 3817.862549
	Iteration 18Q: 3 clusters Score -7643568 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 91443 members 
Entering Unmasked Estep 
Score: -7643936.500000 Penalty: 3817.862549
	Iteration 19Q: 3 clusters Score -7643936 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 92672 members 
Entering Unmasked Estep 
Score: -7644338.000000 Penalty: 3817.862549
	Iteration 20F: 3 clusters Score -7644338 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 93943 members 
Entering Unmasked Estep 
Score: -7644745.500000 Penalty: 3817.862549
	Iteration 21Q: 3 clusters Score -7644746 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 95295 members 
Entering Unmasked Estep 
Score: -7645214.000000 Penalty: 3817.862549
	Iteration 22Q: 3 clusters Score -7645214 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 96729 members 
Entering Unmasked Estep 
Score: -7645713.500000 Penalty: 3817.862549
	Iteration 23Q: 3 clusters Score -7645714 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 98195 members 
Entering Unmasked Estep 
Score: -7646246.000000 Penalty: 3817.862549
	Iteration 24Q: 3 clusters Score -7646246 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 99659 members 
Entering Unmasked Estep 
Score: -7646783.000000 Penalty: 3817.862549
	Iteration 25Q: 3 clusters Score -7646783 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 101133 members 
Entering Unmasked Estep 
Score: -7647281.500000 Penalty: 3817.862549
	Iteration 26Q: 3 clusters Score -7647282 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 102647 members 
Entering Unmasked Estep 
Score: -7647875.500000 Penalty: 3817.862549
	Iteration 27Q: 3 clusters Score -7647876 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 104151 members 
Entering Unmasked Estep 
Score: -7648515.000000 Penalty: 3817.862549
	Iteration 28Q: 3 clusters Score -7648515 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 105656 members 
Entering Unmasked Estep 
Score: -7649213.000000 Penalty: 3817.862549
	Iteration 29Q: 3 clusters Score -7649213 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 107228 members 
Entering Unmasked Estep 
Score: -7649964.000000 Penalty: 3817.862549
	Iteration 30Q: 3 clusters Score -7649964 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 108838 members 
Entering Unmasked Estep 
Score: -7650707.500000 Penalty: 3817.862549
	Iteration 31Q: 3 clusters Score -7650708 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 110435 members 
Entering Unmasked Estep 
Score: -7651554.000000 Penalty: 3817.862549
	Iteration 32Q: 3 clusters Score -7651554 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 111925 members 
Entering Unmasked Estep 
Score: -7652364.500000 Penalty: 3817.862549
	Iteration 33Q: 3 clusters Score -7652364 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 113345 members 
Entering Unmasked Estep 
Score: -7653146.000000 Penalty: 3817.862549
	Iteration 34Q: 3 clusters Score -7653146 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 114676 members 
Entering Unmasked Estep 
Score: -7653824.000000 Penalty: 3817.862549
	Iteration 35Q: 3 clusters Score -7653824 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 115864 members 
Entering Unmasked Estep 
Score: -7654351.000000 Penalty: 3817.862549
	Iteration 36Q: 3 clusters Score -7654351 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 116983 members 
Entering Unmasked Estep 
Score: -7654890.000000 Penalty: 3817.862549
	Iteration 37Q: 3 clusters Score -7654890 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 118003 members 
Entering Unmasked Estep 
Score: -7655289.500000 Penalty: 3817.862549
	Iteration 38Q: 3 clusters Score -7655290 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 118940 members 
Entering Unmasked Estep 
Score: -7655709.000000 Penalty: 3817.862549
	Iteration 39Q: 3 clusters Score -7655709 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 119787 members 
Entering Unmasked Estep 
Score: -7656075.500000 Penalty: 3817.862549
	Iteration 40F: 3 clusters Score -7656076 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 120548 members 
Entering Unmasked Estep 
Score: -7656409.000000 Penalty: 3817.862549
	Iteration 41Q: 3 clusters Score -7656409 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 121160 members 
Entering Unmasked Estep 
Score: -7656696.000000 Penalty: 3817.862549
	Iteration 42Q: 3 clusters Score -7656696 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 121699 members 
Entering Unmasked Estep 
Score: -7656876.000000 Penalty: 3817.862549
	Iteration 43Q: 3 clusters Score -7656876 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 122163 members 
Entering Unmasked Estep 
Score: -7657069.500000 Penalty: 3817.862549
	Iteration 44Q: 3 clusters Score -7657070 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 122546 members 
Entering Unmasked Estep 
Score: -7657199.000000 Penalty: 3817.862549
	Iteration 45Q: 3 clusters Score -7657199 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 122870 members 
Entering Unmasked Estep 
Score: -7657306.500000 Penalty: 3817.862549
	Iteration 46Q: 3 clusters Score -7657306 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 123129 members 
Entering Unmasked Estep 
Score: -7657363.000000 Penalty: 3817.862549
	Iteration 47Q: 3 clusters Score -7657363 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 123345 members 
Entering Unmasked Estep 
Score: -7657445.000000 Penalty: 3817.862549
	Iteration 48Q: 3 clusters Score -7657445 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 123526 members 
Entering Unmasked Estep 
Score: -7657500.000000 Penalty: 3817.862549
	Iteration 49Q: 3 clusters Score -7657500 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 123696 members 
Entering Unmasked Estep 
Score: -7657546.500000 Penalty: 3817.862549
	Iteration 50Q: 3 clusters Score -7657546 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 123839 members 
Entering Unmasked Estep 
Score: -7657600.000000 Penalty: 3817.862549
	Iteration 51Q: 3 clusters Score -7657600 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 123960 members 
Entering Unmasked Estep 
Score: -7657641.000000 Penalty: 3817.862549
	Iteration 52Q: 3 clusters Score -7657641 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 124080 members 
Entering Unmasked Estep 
Score: -7657664.000000 Penalty: 3817.862549
	Iteration 53Q: 3 clusters Score -7657664 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 124170 members 
Entering Unmasked Estep 
Score: -7657690.000000 Penalty: 3817.862549
	Iteration 54Q: 3 clusters Score -7657690 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 124247 members 
Entering Unmasked Estep 
Score: -7657722.000000 Penalty: 3817.862549
	Iteration 55Q: 3 clusters Score -7657722 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 124322 members 
Entering Unmasked Estep 
Score: -7657726.000000 Penalty: 3817.862549
	Iteration 56Q: 3 clusters Score -7657726 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 124383 members 
Entering Unmasked Estep 
Score: -7657739.500000 Penalty: 3817.862549
	Iteration 57Q: 3 clusters Score -7657740 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 124445 members 
Entering Unmasked Estep 
Score: -7657757.000000 Penalty: 3817.862549
	Iteration 58Q: 3 clusters Score -7657757 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 124499 members 
Entering Unmasked Estep 
Score: -7657756.000000 Penalty: 3817.862549
	Iteration 59Q: 3 clusters Score -7657756 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 124557 members 
Entering Unmasked Estep 
Score: -7657766.500000 Penalty: 3817.862549
	Iteration 60F: 3 clusters Score -7657766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 124605 members 
Entering Unmasked Estep 
Score: -7657774.000000 Penalty: 3817.862549
	Iteration 61Q: 3 clusters Score -7657774 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 124645 members 
Entering Unmasked Estep 
Score: -7657797.000000 Penalty: 3817.862549
	Iteration 62Q: 3 clusters Score -7657797 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 124681 members 
Entering Unmasked Estep 
Score: -7657794.000000 Penalty: 3817.862549
	Iteration 63Q: 3 clusters Score -7657794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 124715 members 
Entering Unmasked Estep 
Score: -7657804.500000 Penalty: 3817.862549
	Iteration 64Q: 3 clusters Score -7657804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 124751 members 
Entering Unmasked Estep 
Score: -7657809.000000 Penalty: 3817.862549
	Iteration 65Q: 3 clusters Score -7657809 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 124778 members 
Entering Unmasked Estep 
Score: -7657817.500000 Penalty: 3817.862549
	Iteration 66Q: 3 clusters Score -7657818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 124790 members 
Entering Unmasked Estep 
Score: -7657839.500000 Penalty: 3817.862549
	Iteration 67Q: 3 clusters Score -7657840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 124799 members 
Entering Unmasked Estep 
Score: -7657837.000000 Penalty: 3817.862549
	Iteration 68Q: 3 clusters Score -7657837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 124811 members 
Entering Unmasked Estep 
Score: -7657834.500000 Penalty: 3817.862549
	Iteration 69Q: 3 clusters Score -7657834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 124823 members 
Entering Unmasked Estep 
Score: -7657845.500000 Penalty: 3817.862549
	Iteration 70Q: 3 clusters Score -7657846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 124835 members 
Entering Unmasked Estep 
Score: -7657846.000000 Penalty: 3817.862549
	Iteration 71Q: 3 clusters Score -7657846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 124838 members 
Entering Unmasked Estep 
Score: -7657851.000000 Penalty: 3817.862549
	Iteration 72Q: 3 clusters Score -7657851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 124839 members 
Entering Unmasked Estep 
Score: -7657852.500000 Penalty: 3817.862549
	Iteration 73Q: 3 clusters Score -7657852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 124845 members 
Entering Unmasked Estep 
Score: -7657852.500000 Penalty: 3817.862549
	Iteration 74Q: 3 clusters Score -7657852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 124853 members 
Entering Unmasked Estep 
Score: -7657854.500000 Penalty: 3817.862549
	Iteration 75Q: 3 clusters Score -7657854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 124854 members 
Entering Unmasked Estep 
Score: -7657850.000000 Penalty: 3817.862549
	Iteration 76Q: 3 clusters Score -7657850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 124857 members 
Entering Unmasked Estep 
Score: -7657853.000000 Penalty: 3817.862549
	Iteration 77Q: 3 clusters Score -7657853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 124862 members 
Entering Unmasked Estep 
Score: -7657850.000000 Penalty: 3817.862549
	Iteration 78Q: 3 clusters Score -7657850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 124865 members 
Entering Unmasked Estep 
Score: -7657846.500000 Penalty: 3817.862549
	Iteration 79Q: 3 clusters Score -7657846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 124869 members 
Entering Unmasked Estep 
Score: -7657849.500000 Penalty: 3817.862549
	Iteration 80F: 3 clusters Score -7657850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 124873 members 
Entering Unmasked Estep 
Score: -7657850.500000 Penalty: 3817.862549
	Iteration 81Q: 3 clusters Score -7657850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 124877 members 
Entering Unmasked Estep 
Score: -7657853.000000 Penalty: 3817.862549
	Iteration 82Q: 3 clusters Score -7657853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 124881 members 
Entering Unmasked Estep 
Score: -7657851.500000 Penalty: 3817.862549
	Iteration 83Q: 3 clusters Score -7657852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 124884 members 
Entering Unmasked Estep 
Score: -7657861.000000 Penalty: 3817.862549
	Iteration 84Q: 3 clusters Score -7657861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 124888 members 
Entering Unmasked Estep 
Score: -7657859.500000 Penalty: 3817.862549
	Iteration 85Q: 3 clusters Score -7657860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 124892 members 
Entering Unmasked Estep 
Score: -7657866.500000 Penalty: 3817.862549
	Iteration 86Q: 3 clusters Score -7657866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 124895 members 
Entering Unmasked Estep 
Score: -7657870.500000 Penalty: 3817.862549
	Iteration 87Q: 3 clusters Score -7657870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 124894 members 
Entering Unmasked Estep 
Score: -7657866.500000 Penalty: 3817.862549
	Iteration 88Q: 3 clusters Score -7657866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 124895 members 
Entering Unmasked Estep 
Score: -7657864.500000 Penalty: 3817.862549
	Iteration 89Q: 3 clusters Score -7657864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 124897 members 
Entering Unmasked Estep 
Score: -7657863.000000 Penalty: 3817.862549
	Iteration 90Q: 3 clusters Score -7657863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 124900 members 
Entering Unmasked Estep 
Score: -7657862.000000 Penalty: 3817.862549
	Iteration 91Q: 3 clusters Score -7657862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 124901 members 
Entering Unmasked Estep 
Score: -7657861.000000 Penalty: 3817.862549
	Iteration 92Q: 3 clusters Score -7657861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 124903 members 
Entering Unmasked Estep 
Score: -7657858.500000 Penalty: 3817.862549
	Iteration 93Q: 3 clusters Score -7657858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 124905 members 
Entering Unmasked Estep 
Score: -7657865.500000 Penalty: 3817.862549
	Iteration 94Q: 3 clusters Score -7657866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 124906 members 
Entering Unmasked Estep 
Score: -7657867.000000 Penalty: 3817.862549
	Iteration 95Q: 3 clusters Score -7657867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 124906 members 
Entering Unmasked Estep 
Score: -7657867.000000 Penalty: 3817.862549
	Iteration 96F: 3 clusters Score -7657867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Entering Unmasked Estep 
Score: -472409.531250 Penalty: 1455.888062
	Iteration 0F: 2 clusters Score -472409.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -466722.781250 Penalty: 2911.776123
	Iteration 0F: 3 clusters Score -466722.8 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -468444.437500 Penalty: 2911.776123
	Iteration 1F: 3 clusters Score -468444.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -468785.187500 Penalty: 2911.776123
	Iteration 2F: 3 clusters Score -468785.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -469254.562500 Penalty: 2911.776123
	Iteration 3F: 3 clusters Score -469254.6 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -469874.281250 Penalty: 2911.776123
	Iteration 4F: 3 clusters Score -469874.3 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -470509.843750 Penalty: 2911.776123
	Iteration 5F: 3 clusters Score -470509.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -471031.343750 Penalty: 2911.776123
	Iteration 6F: 3 clusters Score -471031.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -471386.625000 Penalty: 2911.776123
	Iteration 7F: 3 clusters Score -471386.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -471638.937500 Penalty: 2911.776123
	Iteration 8Q: 3 clusters Score -471638.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -471789.687500 Penalty: 2911.776123
	Iteration 9Q: 3 clusters Score -471789.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -471852.937500 Penalty: 2911.776123
	Iteration 10Q: 3 clusters Score -471852.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -471890.187500 Penalty: 2911.776123
	Iteration 11Q: 3 clusters Score -471890.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -471911.593750 Penalty: 2911.776123
	Iteration 12Q: 3 clusters Score -471911.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -471927.625000 Penalty: 2911.776123
	Iteration 13Q: 3 clusters Score -471927.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -471947.843750 Penalty: 2911.776123
	Iteration 14Q: 3 clusters Score -471947.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -471962.750000 Penalty: 2911.776123
	Iteration 15Q: 3 clusters Score -471962.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -471978.562500 Penalty: 2911.776123
	Iteration 16Q: 3 clusters Score -471978.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -471991.875000 Penalty: 2911.776123
	Iteration 17Q: 3 clusters Score -471991.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -472004.281250 Penalty: 2911.776123
	Iteration 18Q: 3 clusters Score -472004.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -472014.031250 Penalty: 2911.776123
	Iteration 19Q: 3 clusters Score -472014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -472016.781250 Penalty: 2911.776123
	Iteration 20F: 3 clusters Score -472016.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -472017.250000 Penalty: 2911.776123
	Iteration 21Q: 3 clusters Score -472017.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -472019.218750 Penalty: 2911.776123
	Iteration 22Q: 3 clusters Score -472019.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -472020.000000 Penalty: 2911.776123
	Iteration 23Q: 3 clusters Score -472020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -472022.000000 Penalty: 2911.776123
	Iteration 24Q: 3 clusters Score -472022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -472023.500000 Penalty: 2911.776123
	Iteration 25Q: 3 clusters Score -472023.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -472024.375000 Penalty: 2911.776123
	Iteration 26Q: 3 clusters Score -472024.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -472024.218750 Penalty: 2911.776123
	Iteration 27Q: 3 clusters Score -472024.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -472023.531250 Penalty: 2911.776123
	Iteration 28Q: 3 clusters Score -472023.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -472023.531250 Penalty: 2911.776123
	Iteration 29F: 3 clusters Score -472023.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Entering Unmasked Estep 
Score: -206522.562500 Penalty: 1312.282104
	Iteration 0F: 2 clusters Score -206522.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -203623.125000 Penalty: 2624.564209
	Iteration 0F: 3 clusters Score -203623.1 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -204288.015625 Penalty: 2624.564209
	Iteration 1F: 3 clusters Score -204288 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -204429.109375 Penalty: 2624.564209
	Iteration 2F: 3 clusters Score -204429.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -204524.265625 Penalty: 2624.564209
	Iteration 3F: 3 clusters Score -204524.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -204594.484375 Penalty: 2624.564209
	Iteration 4Q: 3 clusters Score -204594.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -204657.000000 Penalty: 2624.564209
	Iteration 5Q: 3 clusters Score -204657 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -204711.890625 Penalty: 2624.564209
	Iteration 6Q: 3 clusters Score -204711.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -204776.843750 Penalty: 2624.564209
	Iteration 7Q: 3 clusters Score -204776.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -204824.218750 Penalty: 2624.564209
	Iteration 8Q: 3 clusters Score -204824.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -204867.078125 Penalty: 2624.564209
	Iteration 9Q: 3 clusters Score -204867.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -204905.468750 Penalty: 2624.564209
	Iteration 10Q: 3 clusters Score -204905.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -204958.015625 Penalty: 2624.564209
	Iteration 11Q: 3 clusters Score -204958 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -205015.718750 Penalty: 2624.564209
	Iteration 12Q: 3 clusters Score -205015.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -205058.421875 Penalty: 2624.564209
	Iteration 13Q: 3 clusters Score -205058.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -205096.421875 Penalty: 2624.564209
	Iteration 14Q: 3 clusters Score -205096.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -205131.125000 Penalty: 2624.564209
	Iteration 15Q: 3 clusters Score -205131.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -205163.265625 Penalty: 2624.564209
	Iteration 16Q: 3 clusters Score -205163.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -205186.859375 Penalty: 2624.564209
	Iteration 17Q: 3 clusters Score -205186.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -205213.281250 Penalty: 2624.564209
	Iteration 18Q: 3 clusters Score -205213.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -205226.968750 Penalty: 2624.564209
	Iteration 19Q: 3 clusters Score -205227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -205235.734375 Penalty: 2624.564209
	Iteration 20F: 3 clusters Score -205235.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -205244.531250 Penalty: 2624.564209
	Iteration 21Q: 3 clusters Score -205244.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -205252.906250 Penalty: 2624.564209
	Iteration 22Q: 3 clusters Score -205252.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -205258.562500 Penalty: 2624.564209
	Iteration 23Q: 3 clusters Score -205258.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -205262.296875 Penalty: 2624.564209
	Iteration 24Q: 3 clusters Score -205262.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -205265.218750 Penalty: 2624.564209
	Iteration 25Q: 3 clusters Score -205265.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -205269.796875 Penalty: 2624.564209
	Iteration 26Q: 3 clusters Score -205269.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -205274.515625 Penalty: 2624.564209
	Iteration 27Q: 3 clusters Score -205274.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -205280.671875 Penalty: 2624.564209
	Iteration 28Q: 3 clusters Score -205280.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -205285.359375 Penalty: 2624.564209
	Iteration 29Q: 3 clusters Score -205285.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -205286.640625 Penalty: 2624.564209
	Iteration 30Q: 3 clusters Score -205286.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -205289.218750 Penalty: 2624.564209
	Iteration 31Q: 3 clusters Score -205289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -205291.796875 Penalty: 2624.564209
	Iteration 32Q: 3 clusters Score -205291.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -205294.578125 Penalty: 2624.564209
	Iteration 33Q: 3 clusters Score -205294.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -205295.656250 Penalty: 2624.564209
	Iteration 34Q: 3 clusters Score -205295.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -205296.046875 Penalty: 2624.564209
	Iteration 35Q: 3 clusters Score -205296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -205296.687500 Penalty: 2624.564209
	Iteration 36Q: 3 clusters Score -205296.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -205297.218750 Penalty: 2624.564209
	Iteration 37Q: 3 clusters Score -205297.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -205297.343750 Penalty: 2624.564209
	Iteration 38Q: 3 clusters Score -205297.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -205297.343750 Penalty: 2624.564209
	Iteration 39F: 3 clusters Score -205297.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Entering Unmasked Estep 
Score: -491842.875000 Penalty: 1464.392334
	Iteration 0F: 2 clusters Score -491842.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -485807.406250 Penalty: 2928.784668
	Iteration 0F: 3 clusters Score -485807.4 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -487611.187500 Penalty: 2928.784668
	Iteration 1F: 3 clusters Score -487611.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -487817.562500 Penalty: 2928.784668
	Iteration 2F: 3 clusters Score -487817.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -488009.406250 Penalty: 2928.784668
	Iteration 3F: 3 clusters Score -488009.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -488178.375000 Penalty: 2928.784668
	Iteration 4Q: 3 clusters Score -488178.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -488348.531250 Penalty: 2928.784668
	Iteration 5Q: 3 clusters Score -488348.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -488550.250000 Penalty: 2928.784668
	Iteration 6Q: 3 clusters Score -488550.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -488737.156250 Penalty: 2928.784668
	Iteration 7Q: 3 clusters Score -488737.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -488919.343750 Penalty: 2928.784668
	Iteration 8Q: 3 clusters Score -488919.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -489110.156250 Penalty: 2928.784668
	Iteration 9Q: 3 clusters Score -489110.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -489275.718750 Penalty: 2928.784668
	Iteration 10Q: 3 clusters Score -489275.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -489413.093750 Penalty: 2928.784668
	Iteration 11Q: 3 clusters Score -489413.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -489544.437500 Penalty: 2928.784668
	Iteration 12Q: 3 clusters Score -489544.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -489664.812500 Penalty: 2928.784668
	Iteration 13Q: 3 clusters Score -489664.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -489814.906250 Penalty: 2928.784668
	Iteration 14Q: 3 clusters Score -489814.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -489924.093750 Penalty: 2928.784668
	Iteration 15Q: 3 clusters Score -489924.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -490005.812500 Penalty: 2928.784668
	Iteration 16Q: 3 clusters Score -490005.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -490065.500000 Penalty: 2928.784668
	Iteration 17Q: 3 clusters Score -490065.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -490120.593750 Penalty: 2928.784668
	Iteration 18Q: 3 clusters Score -490120.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -490163.843750 Penalty: 2928.784668
	Iteration 19Q: 3 clusters Score -490163.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -490196.250000 Penalty: 2928.784668
	Iteration 20F: 3 clusters Score -490196.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -490213.968750 Penalty: 2928.784668
	Iteration 21Q: 3 clusters Score -490214 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -490233.812500 Penalty: 2928.784668
	Iteration 22Q: 3 clusters Score -490233.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -490253.562500 Penalty: 2928.784668
	Iteration 23Q: 3 clusters Score -490253.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -490267.687500 Penalty: 2928.784668
	Iteration 24Q: 3 clusters Score -490267.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -490278.125000 Penalty: 2928.784668
	Iteration 25Q: 3 clusters Score -490278.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -490287.875000 Penalty: 2928.784668
	Iteration 26Q: 3 clusters Score -490287.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -490292.468750 Penalty: 2928.784668
	Iteration 27Q: 3 clusters Score -490292.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -490297.500000 Penalty: 2928.784668
	Iteration 28Q: 3 clusters Score -490297.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -490299.906250 Penalty: 2928.784668
	Iteration 29Q: 3 clusters Score -490299.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -490302.437500 Penalty: 2928.784668
	Iteration 30Q: 3 clusters Score -490302.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -490302.843750 Penalty: 2928.784668
	Iteration 31Q: 3 clusters Score -490302.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -490304.750000 Penalty: 2928.784668
	Iteration 32Q: 3 clusters Score -490304.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -490306.406250 Penalty: 2928.784668
	Iteration 33Q: 3 clusters Score -490306.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -490306.031250 Penalty: 2928.784668
	Iteration 34Q: 3 clusters Score -490306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -490306.031250 Penalty: 2928.784668
	Iteration 35F: 3 clusters Score -490306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Entering Unmasked Estep 
Score: -535828.000000 Penalty: 1473.282593
	Iteration 0F: 2 clusters Score -535828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -529560.062500 Penalty: 2946.565186
	Iteration 0F: 3 clusters Score -529560.1 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -531503.625000 Penalty: 2946.565186
	Iteration 1F: 3 clusters Score -531503.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -531778.187500 Penalty: 2946.565186
	Iteration 2F: 3 clusters Score -531778.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -532018.625000 Penalty: 2946.565186
	Iteration 3F: 3 clusters Score -532018.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -532261.625000 Penalty: 2946.565186
	Iteration 4F: 3 clusters Score -532261.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -532524.687500 Penalty: 2946.565186
	Iteration 5Q: 3 clusters Score -532524.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -532905.750000 Penalty: 2946.565186
	Iteration 6F: 3 clusters Score -532905.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -533364.187500 Penalty: 2946.565186
	Iteration 7F: 3 clusters Score -533364.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -533770.875000 Penalty: 2946.565186
	Iteration 8F: 3 clusters Score -533770.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -534064.375000 Penalty: 2946.565186
	Iteration 9Q: 3 clusters Score -534064.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -534272.437500 Penalty: 2946.565186
	Iteration 10Q: 3 clusters Score -534272.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -534436.000000 Penalty: 2946.565186
	Iteration 11Q: 3 clusters Score -534436 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -534541.437500 Penalty: 2946.565186
	Iteration 12Q: 3 clusters Score -534541.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -534604.187500 Penalty: 2946.565186
	Iteration 13Q: 3 clusters Score -534604.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -534644.000000 Penalty: 2946.565186
	Iteration 14Q: 3 clusters Score -534644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -534669.250000 Penalty: 2946.565186
	Iteration 15Q: 3 clusters Score -534669.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -534685.312500 Penalty: 2946.565186
	Iteration 16Q: 3 clusters Score -534685.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -534696.187500 Penalty: 2946.565186
	Iteration 17Q: 3 clusters Score -534696.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -534706.875000 Penalty: 2946.565186
	Iteration 18Q: 3 clusters Score -534706.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -534720.375000 Penalty: 2946.565186
	Iteration 19Q: 3 clusters Score -534720.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -534726.250000 Penalty: 2946.565186
	Iteration 20F: 3 clusters Score -534726.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -534727.187500 Penalty: 2946.565186
	Iteration 21Q: 3 clusters Score -534727.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -534728.812500 Penalty: 2946.565186
	Iteration 22Q: 3 clusters Score -534728.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -534729.312500 Penalty: 2946.565186
	Iteration 23Q: 3 clusters Score -534729.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -534729.625000 Penalty: 2946.565186
	Iteration 24Q: 3 clusters Score -534729.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -534730.250000 Penalty: 2946.565186
	Iteration 25Q: 3 clusters Score -534730.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -534731.125000 Penalty: 2946.565186
	Iteration 26Q: 3 clusters Score -534731.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -534731.125000 Penalty: 2946.565186
	Iteration 27F: 3 clusters Score -534731.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Entering Unmasked Estep 
Score: -129249.828125 Penalty: 1257.291748
	Iteration 0F: 2 clusters Score -129249.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -126959.867188 Penalty: 2514.583496
	Iteration 0F: 3 clusters Score -126959.9 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -127506.835938 Penalty: 2514.583496
	Iteration 1F: 3 clusters Score -127506.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -127699.242188 Penalty: 2514.583496
	Iteration 2F: 3 clusters Score -127699.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -127823.742188 Penalty: 2514.583496
	Iteration 3F: 3 clusters Score -127823.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -127910.835938 Penalty: 2514.583496
	Iteration 4Q: 3 clusters Score -127910.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -127978.906250 Penalty: 2514.583496
	Iteration 5Q: 3 clusters Score -127978.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -128032.359375 Penalty: 2514.583496
	Iteration 6Q: 3 clusters Score -128032.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -128090.203125 Penalty: 2514.583496
	Iteration 7Q: 3 clusters Score -128090.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -128138.687500 Penalty: 2514.583496
	Iteration 8Q: 3 clusters Score -128138.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -128182.414062 Penalty: 2514.583496
	Iteration 9Q: 3 clusters Score -128182.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -128211.531250 Penalty: 2514.583496
	Iteration 10Q: 3 clusters Score -128211.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -128240.617188 Penalty: 2514.583496
	Iteration 11Q: 3 clusters Score -128240.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -128275.875000 Penalty: 2514.583496
	Iteration 12Q: 3 clusters Score -128275.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -128291.968750 Penalty: 2514.583496
	Iteration 13Q: 3 clusters Score -128292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -128307.078125 Penalty: 2514.583496
	Iteration 14Q: 3 clusters Score -128307.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -128319.992188 Penalty: 2514.583496
	Iteration 15Q: 3 clusters Score -128320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -128328.117188 Penalty: 2514.583496
	Iteration 16Q: 3 clusters Score -128328.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -128337.703125 Penalty: 2514.583496
	Iteration 17Q: 3 clusters Score -128337.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -128342.812500 Penalty: 2514.583496
	Iteration 18Q: 3 clusters Score -128342.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -128346.945312 Penalty: 2514.583496
	Iteration 19Q: 3 clusters Score -128346.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -128352.125000 Penalty: 2514.583496
	Iteration 20F: 3 clusters Score -128352.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -128354.476562 Penalty: 2514.583496
	Iteration 21Q: 3 clusters Score -128354.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -128356.484375 Penalty: 2514.583496
	Iteration 22Q: 3 clusters Score -128356.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -128359.421875 Penalty: 2514.583496
	Iteration 23Q: 3 clusters Score -128359.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -128362.984375 Penalty: 2514.583496
	Iteration 24Q: 3 clusters Score -128363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -128368.914062 Penalty: 2514.583496
	Iteration 25Q: 3 clusters Score -128368.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -128375.554688 Penalty: 2514.583496
	Iteration 26Q: 3 clusters Score -128375.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -128379.062500 Penalty: 2514.583496
	Iteration 27Q: 3 clusters Score -128379.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -128380.539062 Penalty: 2514.583496
	Iteration 28Q: 3 clusters Score -128380.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -128380.640625 Penalty: 2514.583496
	Iteration 29Q: 3 clusters Score -128380.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -128381.062500 Penalty: 2514.583496
	Iteration 30Q: 3 clusters Score -128381.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -128381.062500 Penalty: 2514.583496
	Iteration 31F: 3 clusters Score -128381.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 19227 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 4989 members 
Mstep: Class 7 contains 5440 members 
Mstep: Class 8 contains 1705 members 
Mstep: Class 9 contains 28072 members 
Mstep: Class 10 contains 5232 members 
Mstep: Class 11 contains 19366 members 
Mstep: Class 12 contains 1206 members 
Mstep: Class 13 contains 11031 members 
Mstep: Class 14 contains 65532 members 
Mstep: Class 15 contains 2882 members 
Mstep: Class 16 contains 6998 members 
Mstep: Class 17 contains 7950 members 
Mstep: Class 18 contains 4806 members 
Mstep: Class 19 contains 126408 members 
Mstep: Class 20 contains 7780 members 
Mstep: Class 21 contains 3215 members 
Mstep: Class 22 contains 8198 members 
Mstep: Class 23 contains 8659 members 
Mstep: Class 24 contains 2292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21332800.000000 Penalty: 51972.636719
Iteration 79Q: 26 clusters Score -2.13328e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 19237 members 
Mstep: Class 5 contains 1174 members 
Mstep: Class 6 contains 5008 members 
Mstep: Class 7 contains 5451 members 
Mstep: Class 8 contains 1705 members 
Mstep: Class 9 contains 28095 members 
Mstep: Class 10 contains 5232 members 
Mstep: Class 11 contains 19355 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 11008 members 
Mstep: Class 14 contains 65570 members 
Mstep: Class 15 contains 2881 members 
Mstep: Class 16 contains 6993 members 
Mstep: Class 17 contains 7966 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 126335 members 
Mstep: Class 20 contains 7770 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 8173 members 
Mstep: Class 23 contains 8758 members 
Mstep: Class 24 contains 2294 members 
Mstep: Class 25 contains 3734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21332910.000000 Penalty: 51972.636719
Iteration 80F: 26 clusters Score -2.133291e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 723 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 19255 members 
Mstep: Class 5 contains 1185 members 
Mstep: Class 6 contains 4984 members 
Mstep: Class 7 contains 5438 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 28110 members 
Mstep: Class 10 contains 5228 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 1228 members 
Mstep: Class 13 contains 10980 members 
Mstep: Class 14 contains 65615 members 
Mstep: Class 15 contains 2881 members 
Mstep: Class 16 contains 6988 members 
Mstep: Class 17 contains 7983 members 
Mstep: Class 18 contains 4750 members 
Mstep: Class 19 contains 126228 members 
Mstep: Class 20 contains 7769 members 
Mstep: Class 21 contains 3219 members 
Mstep: Class 22 contains 8139 members 
Mstep: Class 23 contains 8833 members 
Mstep: Class 24 contains 2297 members 
Mstep: Class 25 contains 3855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333046.000000 Penalty: 51972.636719
Iteration 81Q: 26 clusters Score -2.133305e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 19268 members 
Mstep: Class 5 contains 1188 members 
Mstep: Class 6 contains 4969 members 
Mstep: Class 7 contains 5432 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 28130 members 
Mstep: Class 10 contains 5226 members 
Mstep: Class 11 contains 19292 members 
Mstep: Class 12 contains 1228 members 
Mstep: Class 13 contains 10955 members 
Mstep: Class 14 contains 65645 members 
Mstep: Class 15 contains 2880 members 
Mstep: Class 16 contains 6984 members 
Mstep: Class 17 contains 7999 members 
Mstep: Class 18 contains 4729 members 
Mstep: Class 19 contains 126139 members 
Mstep: Class 20 contains 7771 members 
Mstep: Class 21 contains 3219 members 
Mstep: Class 22 contains 8109 members 
Mstep: Class 23 contains 8909 members 
Mstep: Class 24 contains 2304 members 
Mstep: Class 25 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333164.000000 Penalty: 51972.636719
Iteration 82Q: 26 clusters Score -2.133316e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 19282 members 
Mstep: Class 5 contains 1197 members 
Mstep: Class 6 contains 4969 members 
Mstep: Class 7 contains 5433 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 9 contains 28140 members 
Mstep: Class 10 contains 5223 members 
Mstep: Class 11 contains 19275 members 
Mstep: Class 12 contains 1231 members 
Mstep: Class 13 contains 10929 members 
Mstep: Class 14 contains 65681 members 
Mstep: Class 15 contains 2878 members 
Mstep: Class 16 contains 6983 members 
Mstep: Class 17 contains 8020 members 
Mstep: Class 18 contains 4703 members 
Mstep: Class 19 contains 126042 members 
Mstep: Class 20 contains 7768 members 
Mstep: Class 21 contains 3218 members 
Mstep: Class 22 contains 8091 members 
Mstep: Class 23 contains 8979 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 4027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333194.000000 Penalty: 51972.636719
Iteration 83Q: 26 clusters Score -2.133319e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 19297 members 
Mstep: Class 5 contains 1204 members 
Mstep: Class 6 contains 4960 members 
Mstep: Class 7 contains 5426 members 
Mstep: Class 8 contains 1696 members 
Mstep: Class 9 contains 28151 members 
Mstep: Class 10 contains 5217 members 
Mstep: Class 11 contains 19259 members 
Mstep: Class 12 contains 1232 members 
Mstep: Class 13 contains 10907 members 
Mstep: Class 14 contains 65722 members 
Mstep: Class 15 contains 2883 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 8029 members 
Mstep: Class 18 contains 4679 members 
Mstep: Class 19 contains 125964 members 
Mstep: Class 20 contains 7769 members 
Mstep: Class 21 contains 3220 members 
Mstep: Class 22 contains 8075 members 
Mstep: Class 23 contains 9043 members 
Mstep: Class 24 contains 2308 members 
Mstep: Class 25 contains 4096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333218.000000 Penalty: 51972.636719
Iteration 84Q: 26 clusters Score -2.133322e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 19310 members 
Mstep: Class 5 contains 1216 members 
Mstep: Class 6 contains 4957 members 
Mstep: Class 7 contains 5419 members 
Mstep: Class 8 contains 1696 members 
Mstep: Class 9 contains 28166 members 
Mstep: Class 10 contains 5212 members 
Mstep: Class 11 contains 19266 members 
Mstep: Class 12 contains 1233 members 
Mstep: Class 13 contains 10880 members 
Mstep: Class 14 contains 65755 members 
Mstep: Class 15 contains 2888 members 
Mstep: Class 16 contains 6973 members 
Mstep: Class 17 contains 8043 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 125888 members 
Mstep: Class 20 contains 7768 members 
Mstep: Class 21 contains 3222 members 
Mstep: Class 22 contains 8050 members 
Mstep: Class 23 contains 9100 members 
Mstep: Class 24 contains 2315 members 
Mstep: Class 25 contains 4157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333296.000000 Penalty: 51972.636719
Iteration 85Q: 26 clusters Score -2.13333e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 19320 members 
Mstep: Class 5 contains 1217 members 
Mstep: Class 6 contains 4953 members 
Mstep: Class 7 contains 5404 members 
Mstep: Class 8 contains 1696 members 
Mstep: Class 9 contains 28179 members 
Mstep: Class 10 contains 5209 members 
Mstep: Class 11 contains 19260 members 
Mstep: Class 12 contains 1233 members 
Mstep: Class 13 contains 10870 members 
Mstep: Class 14 contains 65776 members 
Mstep: Class 15 contains 2888 members 
Mstep: Class 16 contains 6977 members 
Mstep: Class 17 contains 8055 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 19 contains 125809 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 3224 members 
Mstep: Class 22 contains 8040 members 
Mstep: Class 23 contains 9170 members 
Mstep: Class 24 contains 2318 members 
Mstep: Class 25 contains 4207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333340.000000 Penalty: 51972.636719
Iteration 86Q: 26 clusters Score -2.133334e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 19334 members 
Mstep: Class 5 contains 1216 members 
Mstep: Class 6 contains 4946 members 
Mstep: Class 7 contains 5402 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28192 members 
Mstep: Class 10 contains 5204 members 
Mstep: Class 11 contains 19241 members 
Mstep: Class 12 contains 1235 members 
Mstep: Class 13 contains 10865 members 
Mstep: Class 14 contains 65796 members 
Mstep: Class 15 contains 2888 members 
Mstep: Class 16 contains 6972 members 
Mstep: Class 17 contains 8069 members 
Mstep: Class 18 contains 4594 members 
Mstep: Class 19 contains 125734 members 
Mstep: Class 20 contains 7763 members 
Mstep: Class 21 contains 3227 members 
Mstep: Class 22 contains 8031 members 
Mstep: Class 23 contains 9246 members 
Mstep: Class 24 contains 2322 members 
Mstep: Class 25 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333284.000000 Penalty: 51972.636719
Iteration 87Q: 26 clusters Score -2.133328e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 19341 members 
Mstep: Class 5 contains 1216 members 
Mstep: Class 6 contains 4958 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28197 members 
Mstep: Class 10 contains 5197 members 
Mstep: Class 11 contains 19209 members 
Mstep: Class 12 contains 1235 members 
Mstep: Class 13 contains 10845 members 
Mstep: Class 14 contains 65809 members 
Mstep: Class 15 contains 2897 members 
Mstep: Class 16 contains 6968 members 
Mstep: Class 17 contains 8088 members 
Mstep: Class 18 contains 4568 members 
Mstep: Class 19 contains 125662 members 
Mstep: Class 20 contains 7763 members 
Mstep: Class 21 contains 3231 members 
Mstep: Class 22 contains 8019 members 
Mstep: Class 23 contains 9335 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 4301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333398.000000 Penalty: 51972.636719
Iteration 88Q: 26 clusters Score -2.13334e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 717 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 19351 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 4956 members 
Mstep: Class 7 contains 5402 members 
Mstep: Class 8 contains 1701 members 
Mstep: Class 9 contains 28209 members 
Mstep: Class 10 contains 5189 members 
Mstep: Class 11 contains 19199 members 
Mstep: Class 12 contains 1235 members 
Mstep: Class 13 contains 10835 members 
Mstep: Class 14 contains 65829 members 
Mstep: Class 15 contains 2902 members 
Mstep: Class 16 contains 6964 members 
Mstep: Class 17 contains 8098 members 
Mstep: Class 18 contains 4549 members 
Mstep: Class 19 contains 125576 members 
Mstep: Class 20 contains 7763 members 
Mstep: Class 21 contains 3231 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 9411 members 
Mstep: Class 24 contains 2332 members 
Mstep: Class 25 contains 4361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333470.000000 Penalty: 51972.636719
Iteration 89Q: 26 clusters Score -2.133347e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 717 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 4 contains 19359 members 
Mstep: Class 5 contains 1221 members 
Mstep: Class 6 contains 4960 members 
Mstep: Class 7 contains 5404 members 
Mstep: Class 8 contains 1705 members 
Mstep: Class 9 contains 28220 members 
Mstep: Class 10 contains 5187 members 
Mstep: Class 11 contains 19190 members 
Mstep: Class 12 contains 1235 members 
Mstep: Class 13 contains 10841 members 
Mstep: Class 14 contains 65841 members 
Mstep: Class 15 contains 2904 members 
Mstep: Class 16 contains 6961 members 
Mstep: Class 17 contains 8106 members 
Mstep: Class 18 contains 4527 members 
Mstep: Class 19 contains 125489 members 
Mstep: Class 20 contains 7760 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7988 members 
Mstep: Class 23 contains 9478 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 4400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333450.000000 Penalty: 51972.636719
Iteration 90Q: 26 clusters Score -2.133345e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 716 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 4 contains 19370 members 
Mstep: Class 5 contains 1223 members 
Mstep: Class 6 contains 4958 members 
Mstep: Class 7 contains 5403 members 
Mstep: Class 8 contains 1710 members 
Mstep: Class 9 contains 28224 members 
Mstep: Class 10 contains 5184 members 
Mstep: Class 11 contains 19177 members 
Mstep: Class 12 contains 1236 members 
Mstep: Class 13 contains 10842 members 
Mstep: Class 14 contains 65873 members 
Mstep: Class 15 contains 2907 members 
Mstep: Class 16 contains 6958 members 
Mstep: Class 17 contains 8116 members 
Mstep: Class 18 contains 4508 members 
Mstep: Class 19 contains 125421 members 
Mstep: Class 20 contains 7753 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 9536 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 4443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333408.000000 Penalty: 51972.636719
Iteration 91Q: 26 clusters Score -2.133341e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 714 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 4 contains 19379 members 
Mstep: Class 5 contains 1225 members 
Mstep: Class 6 contains 4953 members 
Mstep: Class 7 contains 5403 members 
Mstep: Class 8 contains 1714 members 
Mstep: Class 9 contains 28233 members 
Mstep: Class 10 contains 5187 members 
Mstep: Class 11 contains 19170 members 
Mstep: Class 12 contains 1236 members 
Mstep: Class 13 contains 10833 members 
Mstep: Class 14 contains 65882 members 
Mstep: Class 15 contains 2910 members 
Mstep: Class 16 contains 6955 members 
Mstep: Class 17 contains 8128 members 
Mstep: Class 18 contains 4495 members 
Mstep: Class 19 contains 125347 members 
Mstep: Class 20 contains 7745 members 
Mstep: Class 21 contains 3234 members 
Mstep: Class 22 contains 7932 members 
Mstep: Class 23 contains 9602 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333548.000000 Penalty: 51972.636719
Iteration 92Q: 26 clusters Score -2.133355e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 713 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 4 contains 19387 members 
Mstep: Class 5 contains 1227 members 
Mstep: Class 6 contains 4956 members 
Mstep: Class 7 contains 5400 members 
Mstep: Class 8 contains 1716 members 
Mstep: Class 9 contains 28245 members 
Mstep: Class 10 contains 5188 members 
Mstep: Class 11 contains 19162 members 
Mstep: Class 12 contains 1236 members 
Mstep: Class 13 contains 10825 members 
Mstep: Class 14 contains 65902 members 
Mstep: Class 15 contains 2918 members 
Mstep: Class 16 contains 6951 members 
Mstep: Class 17 contains 8140 members 
Mstep: Class 18 contains 4478 members 
Mstep: Class 19 contains 125271 members 
Mstep: Class 20 contains 7739 members 
Mstep: Class 21 contains 3234 members 
Mstep: Class 22 contains 7901 members 
Mstep: Class 23 contains 9671 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 4527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333568.000000 Penalty: 51972.636719
Iteration 93Q: 26 clusters Score -2.133357e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 19393 members 
Mstep: Class 5 contains 1229 members 
Mstep: Class 6 contains 4955 members 
Mstep: Class 7 contains 5405 members 
Mstep: Class 8 contains 1715 members 
Mstep: Class 9 contains 28257 members 
Mstep: Class 10 contains 5188 members 
Mstep: Class 11 contains 19153 members 
Mstep: Class 12 contains 1236 members 
Mstep: Class 13 contains 10831 members 
Mstep: Class 14 contains 65911 members 
Mstep: Class 15 contains 2920 members 
Mstep: Class 16 contains 6948 members 
Mstep: Class 17 contains 8155 members 
Mstep: Class 18 contains 4457 members 
Mstep: Class 19 contains 125213 members 
Mstep: Class 20 contains 7738 members 
Mstep: Class 21 contains 3234 members 
Mstep: Class 22 contains 7868 members 
Mstep: Class 23 contains 9720 members 
Mstep: Class 24 contains 2356 members 
Mstep: Class 25 contains 4578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333672.000000 Penalty: 51972.636719
Iteration 94Q: 26 clusters Score -2.133367e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 19398 members 
Mstep: Class 5 contains 1229 members 
Mstep: Class 6 contains 4953 members 
Mstep: Class 7 contains 5411 members 
Mstep: Class 8 contains 1714 members 
Mstep: Class 9 contains 28264 members 
Mstep: Class 10 contains 5193 members 
Mstep: Class 11 contains 19145 members 
Mstep: Class 12 contains 1236 members 
Mstep: Class 13 contains 10834 members 
Mstep: Class 14 contains 65920 members 
Mstep: Class 15 contains 2920 members 
Mstep: Class 16 contains 6946 members 
Mstep: Class 17 contains 8170 members 
Mstep: Class 18 contains 4437 members 
Mstep: Class 19 contains 125169 members 
Mstep: Class 20 contains 7731 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7838 members 
Mstep: Class 23 contains 9772 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 4624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333666.000000 Penalty: 51972.636719
Iteration 95Q: 26 clusters Score -2.133367e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2806 members 
Mstep: Class 4 contains 19408 members 
Mstep: Class 5 contains 1229 members 
Mstep: Class 6 contains 4953 members 
Mstep: Class 7 contains 5417 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 28272 members 
Mstep: Class 10 contains 5194 members 
Mstep: Class 11 contains 19140 members 
Mstep: Class 12 contains 1236 members 
Mstep: Class 13 contains 10837 members 
Mstep: Class 14 contains 65937 members 
Mstep: Class 15 contains 2921 members 
Mstep: Class 16 contains 6939 members 
Mstep: Class 17 contains 8181 members 
Mstep: Class 18 contains 4420 members 
Mstep: Class 19 contains 125121 members 
Mstep: Class 20 contains 7725 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7813 members 
Mstep: Class 23 contains 9812 members 
Mstep: Class 24 contains 2366 members 
Mstep: Class 25 contains 4666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333676.000000 Penalty: 51972.636719
Iteration 96Q: 26 clusters Score -2.133368e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2808 members 
Mstep: Class 4 contains 19408 members 
Mstep: Class 5 contains 1227 members 
Mstep: Class 6 contains 4949 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 1714 members 
Mstep: Class 9 contains 28277 members 
Mstep: Class 10 contains 5194 members 
Mstep: Class 11 contains 19139 members 
Mstep: Class 12 contains 1236 members 
Mstep: Class 13 contains 10841 members 
Mstep: Class 14 contains 65959 members 
Mstep: Class 15 contains 2924 members 
Mstep: Class 16 contains 6937 members 
Mstep: Class 17 contains 8190 members 
Mstep: Class 18 contains 4408 members 
Mstep: Class 19 contains 125062 members 
Mstep: Class 20 contains 7724 members 
Mstep: Class 21 contains 3231 members 
Mstep: Class 22 contains 7801 members 
Mstep: Class 23 contains 9847 members 
Mstep: Class 24 contains 2371 members 
Mstep: Class 25 contains 4697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333722.000000 Penalty: 51972.636719
Iteration 97Q: 26 clusters Score -2.133372e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2809 members 
Mstep: Class 4 contains 19413 members 
Mstep: Class 5 contains 1229 members 
Mstep: Class 6 contains 4951 members 
Mstep: Class 7 contains 5415 members 
Mstep: Class 8 contains 1716 members 
Mstep: Class 9 contains 28285 members 
Mstep: Class 10 contains 5195 members 
Mstep: Class 11 contains 19140 members 
Mstep: Class 12 contains 1236 members 
Mstep: Class 13 contains 10838 members 
Mstep: Class 14 contains 65965 members 
Mstep: Class 15 contains 2928 members 
Mstep: Class 16 contains 6938 members 
Mstep: Class 17 contains 8204 members 
Mstep: Class 18 contains 4396 members 
Mstep: Class 19 contains 125001 members 
Mstep: Class 20 contains 7723 members 
Mstep: Class 21 contains 3231 members 
Mstep: Class 22 contains 7787 members 
Mstep: Class 23 contains 9886 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 4717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333762.000000 Penalty: 51972.636719
Iteration 98Q: 26 clusters Score -2.133376e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2809 members 
Mstep: Class 4 contains 19418 members 
Mstep: Class 5 contains 1231 members 
Mstep: Class 6 contains 4958 members 
Mstep: Class 7 contains 5398 members 
Mstep: Class 8 contains 1717 members 
Mstep: Class 9 contains 28293 members 
Mstep: Class 10 contains 5194 members 
Mstep: Class 11 contains 19137 members 
Mstep: Class 12 contains 1236 members 
Mstep: Class 13 contains 10835 members 
Mstep: Class 14 contains 65970 members 
Mstep: Class 15 contains 2927 members 
Mstep: Class 16 contains 6935 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 4386 members 
Mstep: Class 19 contains 124953 members 
Mstep: Class 20 contains 7721 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7772 members 
Mstep: Class 23 contains 9926 members 
Mstep: Class 24 contains 2380 members 
Mstep: Class 25 contains 4745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333800.000000 Penalty: 51972.636719
Iteration 99Q: 26 clusters Score -2.13338e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2809 members 
Mstep: Class 4 contains 19425 members 
Mstep: Class 5 contains 1231 members 
Mstep: Class 6 contains 4960 members 
Mstep: Class 7 contains 5384 members 
Mstep: Class 8 contains 1718 members 
Mstep: Class 9 contains 28301 members 
Mstep: Class 10 contains 5192 members 
Mstep: Class 11 contains 19129 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 10840 members 
Mstep: Class 14 contains 65986 members 
Mstep: Class 15 contains 2928 members 
Mstep: Class 16 contains 6934 members 
Mstep: Class 17 contains 8220 members 
Mstep: Class 18 contains 4375 members 
Mstep: Class 19 contains 124909 members 
Mstep: Class 20 contains 7717 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7753 members 
Mstep: Class 23 contains 9958 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 4778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333816.000000 Penalty: 51972.636719
Iteration 100F: 26 clusters Score -2.133382e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2809 members 
Mstep: Class 4 contains 19431 members 
Mstep: Class 5 contains 1232 members 
Mstep: Class 6 contains 4950 members 
Mstep: Class 7 contains 5377 members 
Mstep: Class 8 contains 1719 members 
Mstep: Class 9 contains 28304 members 
Mstep: Class 10 contains 5190 members 
Mstep: Class 11 contains 19133 members 
Mstep: Class 12 contains 1236 members 
Mstep: Class 13 contains 10843 members 
Mstep: Class 14 contains 65994 members 
Mstep: Class 15 contains 2928 members 
Mstep: Class 16 contains 6933 members 
Mstep: Class 17 contains 8229 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 124860 members 
Mstep: Class 20 contains 7719 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7742 members 
Mstep: Class 23 contains 9999 members 
Mstep: Class 24 contains 2395 members 
Mstep: Class 25 contains 4808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333854.000000 Penalty: 51972.636719
Iteration 101Q: 26 clusters Score -2.133385e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 19435 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 4952 members 
Mstep: Class 7 contains 5365 members 
Mstep: Class 8 contains 1717 members 
Mstep: Class 9 contains 28312 members 
Mstep: Class 10 contains 5186 members 
Mstep: Class 11 contains 19135 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 10845 members 
Mstep: Class 14 contains 66005 members 
Mstep: Class 15 contains 2929 members 
Mstep: Class 16 contains 6932 members 
Mstep: Class 17 contains 8235 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 124821 members 
Mstep: Class 20 contains 7718 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7730 members 
Mstep: Class 23 contains 10030 members 
Mstep: Class 24 contains 2398 members 
Mstep: Class 25 contains 4835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333826.000000 Penalty: 51972.636719
Iteration 102Q: 26 clusters Score -2.133383e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 19445 members 
Mstep: Class 5 contains 1234 members 
Mstep: Class 6 contains 4949 members 
Mstep: Class 7 contains 5357 members 
Mstep: Class 8 contains 1716 members 
Mstep: Class 9 contains 28315 members 
Mstep: Class 10 contains 5182 members 
Mstep: Class 11 contains 19141 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 10854 members 
Mstep: Class 14 contains 66012 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 16 contains 6932 members 
Mstep: Class 17 contains 8236 members 
Mstep: Class 18 contains 4344 members 
Mstep: Class 19 contains 124786 members 
Mstep: Class 20 contains 7719 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7715 members 
Mstep: Class 23 contains 10054 members 
Mstep: Class 24 contains 2399 members 
Mstep: Class 25 contains 4859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333822.000000 Penalty: 51972.636719
Iteration 103Q: 26 clusters Score -2.133382e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 19453 members 
Mstep: Class 5 contains 1235 members 
Mstep: Class 6 contains 4951 members 
Mstep: Class 7 contains 5351 members 
Mstep: Class 8 contains 1716 members 
Mstep: Class 9 contains 28320 members 
Mstep: Class 10 contains 5181 members 
Mstep: Class 11 contains 19141 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 13 contains 10872 members 
Mstep: Class 14 contains 66015 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 16 contains 6930 members 
Mstep: Class 17 contains 8237 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 124765 members 
Mstep: Class 20 contains 7719 members 
Mstep: Class 21 contains 3234 members 
Mstep: Class 22 contains 7701 members 
Mstep: Class 23 contains 10067 members 
Mstep: Class 24 contains 2398 members 
Mstep: Class 25 contains 4878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333782.000000 Penalty: 51972.636719
Iteration 104Q: 26 clusters Score -2.133378e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 19463 members 
Mstep: Class 5 contains 1236 members 
Mstep: Class 6 contains 4952 members 
Mstep: Class 7 contains 5344 members 
Mstep: Class 8 contains 1715 members 
Mstep: Class 9 contains 28325 members 
Mstep: Class 10 contains 5181 members 
Mstep: Class 11 contains 19138 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 10902 members 
Mstep: Class 14 contains 66019 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 16 contains 6929 members 
Mstep: Class 17 contains 8238 members 
Mstep: Class 18 contains 4341 members 
Mstep: Class 19 contains 124721 members 
Mstep: Class 20 contains 7720 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7683 members 
Mstep: Class 23 contains 10092 members 
Mstep: Class 24 contains 2398 members 
Mstep: Class 25 contains 4888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333800.000000 Penalty: 51972.636719
Iteration 105Q: 26 clusters Score -2.13338e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 1238 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5338 members 
Mstep: Class 8 contains 1715 members 
Mstep: Class 9 contains 28325 members 
Mstep: Class 10 contains 5181 members 
Mstep: Class 11 contains 19144 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 10916 members 
Mstep: Class 14 contains 66021 members 
Mstep: Class 15 contains 2936 members 
Mstep: Class 16 contains 6928 members 
Mstep: Class 17 contains 8242 members 
Mstep: Class 18 contains 4338 members 
Mstep: Class 19 contains 124702 members 
Mstep: Class 20 contains 7720 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 10099 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 4897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333844.000000 Penalty: 51972.636719
Iteration 106Q: 26 clusters Score -2.133384e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2811 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 1239 members 
Mstep: Class 6 contains 4961 members 
Mstep: Class 7 contains 5333 members 
Mstep: Class 8 contains 1713 members 
Mstep: Class 9 contains 28328 members 
Mstep: Class 10 contains 5180 members 
Mstep: Class 11 contains 19152 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 10928 members 
Mstep: Class 14 contains 66023 members 
Mstep: Class 15 contains 2936 members 
Mstep: Class 16 contains 6926 members 
Mstep: Class 17 contains 8246 members 
Mstep: Class 18 contains 4336 members 
Mstep: Class 19 contains 124679 members 
Mstep: Class 20 contains 7721 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7650 members 
Mstep: Class 23 contains 10108 members 
Mstep: Class 24 contains 2407 members 
Mstep: Class 25 contains 4910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333864.000000 Penalty: 51972.636719
Iteration 107Q: 26 clusters Score -2.133386e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2813 members 
Mstep: Class 4 contains 19469 members 
Mstep: Class 5 contains 1240 members 
Mstep: Class 6 contains 4961 members 
Mstep: Class 7 contains 5328 members 
Mstep: Class 8 contains 1713 members 
Mstep: Class 9 contains 28330 members 
Mstep: Class 10 contains 5181 members 
Mstep: Class 11 contains 19157 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 10932 members 
Mstep: Class 14 contains 66026 members 
Mstep: Class 15 contains 2940 members 
Mstep: Class 16 contains 6923 members 
Mstep: Class 17 contains 8248 members 
Mstep: Class 18 contains 4334 members 
Mstep: Class 19 contains 124658 members 
Mstep: Class 20 contains 7722 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 7648 members 
Mstep: Class 23 contains 10118 members 
Mstep: Class 24 contains 2409 members 
Mstep: Class 25 contains 4921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333836.000000 Penalty: 51972.636719
Iteration 108Q: 26 clusters Score -2.133384e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19472 members 
Mstep: Class 5 contains 1239 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 5316 members 
Mstep: Class 8 contains 1713 members 
Mstep: Class 9 contains 28331 members 
Mstep: Class 10 contains 5181 members 
Mstep: Class 11 contains 19162 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 10943 members 
Mstep: Class 14 contains 66028 members 
Mstep: Class 15 contains 2942 members 
Mstep: Class 16 contains 6921 members 
Mstep: Class 17 contains 8251 members 
Mstep: Class 18 contains 4331 members 
Mstep: Class 19 contains 124639 members 
Mstep: Class 20 contains 7722 members 
Mstep: Class 21 contains 3241 members 
Mstep: Class 22 contains 7643 members 
Mstep: Class 23 contains 10126 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 4932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333850.000000 Penalty: 51972.636719
Iteration 109Q: 26 clusters Score -2.133385e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19477 members 
Mstep: Class 5 contains 1240 members 
Mstep: Class 6 contains 4961 members 
Mstep: Class 7 contains 5311 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 28334 members 
Mstep: Class 10 contains 5181 members 
Mstep: Class 11 contains 19165 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 66027 members 
Mstep: Class 15 contains 2945 members 
Mstep: Class 16 contains 6921 members 
Mstep: Class 17 contains 8255 members 
Mstep: Class 18 contains 4323 members 
Mstep: Class 19 contains 124619 members 
Mstep: Class 20 contains 7722 members 
Mstep: Class 21 contains 3241 members 
Mstep: Class 22 contains 7629 members 
Mstep: Class 23 contains 10129 members 
Mstep: Class 24 contains 2416 members 
Mstep: Class 25 contains 4940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333854.000000 Penalty: 51972.636719
Iteration 110Q: 26 clusters Score -2.133385e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19480 members 
Mstep: Class 5 contains 1240 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 5304 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 28337 members 
Mstep: Class 10 contains 5181 members 
Mstep: Class 11 contains 19169 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 10974 members 
Mstep: Class 14 contains 66033 members 
Mstep: Class 15 contains 2949 members 
Mstep: Class 16 contains 6921 members 
Mstep: Class 17 contains 8258 members 
Mstep: Class 18 contains 4316 members 
Mstep: Class 19 contains 124608 members 
Mstep: Class 20 contains 7720 members 
Mstep: Class 21 contains 3241 members 
Mstep: Class 22 contains 7617 members 
Mstep: Class 23 contains 10132 members 
Mstep: Class 24 contains 2419 members 
Mstep: Class 25 contains 4945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333832.000000 Penalty: 51972.636719
Iteration 111Q: 26 clusters Score -2.133383e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19482 members 
Mstep: Class 5 contains 1240 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 5302 members 
Mstep: Class 8 contains 1711 members 
Mstep: Class 9 contains 28338 members 
Mstep: Class 10 contains 5180 members 
Mstep: Class 11 contains 19177 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 10981 members 
Mstep: Class 14 contains 66036 members 
Mstep: Class 15 contains 2949 members 
Mstep: Class 16 contains 6921 members 
Mstep: Class 17 contains 8261 members 
Mstep: Class 18 contains 4310 members 
Mstep: Class 19 contains 124593 members 
Mstep: Class 20 contains 7720 members 
Mstep: Class 21 contains 3241 members 
Mstep: Class 22 contains 7609 members 
Mstep: Class 23 contains 10141 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 4953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333778.000000 Penalty: 51972.636719
Iteration 112Q: 26 clusters Score -2.133378e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19486 members 
Mstep: Class 5 contains 1240 members 
Mstep: Class 6 contains 4955 members 
Mstep: Class 7 contains 5298 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 28340 members 
Mstep: Class 10 contains 5179 members 
Mstep: Class 11 contains 19183 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 10985 members 
Mstep: Class 14 contains 66041 members 
Mstep: Class 15 contains 2949 members 
Mstep: Class 16 contains 6920 members 
Mstep: Class 17 contains 8265 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 124578 members 
Mstep: Class 20 contains 7720 members 
Mstep: Class 21 contains 3241 members 
Mstep: Class 22 contains 7602 members 
Mstep: Class 23 contains 10144 members 
Mstep: Class 24 contains 2421 members 
Mstep: Class 25 contains 4962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333808.000000 Penalty: 51972.636719
Iteration 113Q: 26 clusters Score -2.133381e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19487 members 
Mstep: Class 5 contains 1241 members 
Mstep: Class 6 contains 4953 members 
Mstep: Class 7 contains 5294 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 28345 members 
Mstep: Class 10 contains 5178 members 
Mstep: Class 11 contains 19196 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 10994 members 
Mstep: Class 14 contains 66043 members 
Mstep: Class 15 contains 2950 members 
Mstep: Class 16 contains 6921 members 
Mstep: Class 17 contains 8267 members 
Mstep: Class 18 contains 4297 members 
Mstep: Class 19 contains 124560 members 
Mstep: Class 20 contains 7720 members 
Mstep: Class 21 contains 3241 members 
Mstep: Class 22 contains 7594 members 
Mstep: Class 23 contains 10143 members 
Mstep: Class 24 contains 2421 members 
Mstep: Class 25 contains 4969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333856.000000 Penalty: 51972.636719
Iteration 114Q: 26 clusters Score -2.133386e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19488 members 
Mstep: Class 5 contains 1241 members 
Mstep: Class 6 contains 4953 members 
Mstep: Class 7 contains 5292 members 
Mstep: Class 8 contains 1713 members 
Mstep: Class 9 contains 28347 members 
Mstep: Class 10 contains 5178 members 
Mstep: Class 11 contains 19200 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 11006 members 
Mstep: Class 14 contains 66044 members 
Mstep: Class 15 contains 2950 members 
Mstep: Class 16 contains 6921 members 
Mstep: Class 17 contains 8269 members 
Mstep: Class 18 contains 4290 members 
Mstep: Class 19 contains 124542 members 
Mstep: Class 20 contains 7719 members 
Mstep: Class 21 contains 3241 members 
Mstep: Class 22 contains 7587 members 
Mstep: Class 23 contains 10150 members 
Mstep: Class 24 contains 2425 members 
Mstep: Class 25 contains 4975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333854.000000 Penalty: 51972.636719
Iteration 115Q: 26 clusters Score -2.133385e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19490 members 
Mstep: Class 5 contains 1241 members 
Mstep: Class 6 contains 4952 members 
Mstep: Class 7 contains 5288 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 28351 members 
Mstep: Class 10 contains 5176 members 
Mstep: Class 11 contains 19209 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 11013 members 
Mstep: Class 14 contains 66052 members 
Mstep: Class 15 contains 2950 members 
Mstep: Class 16 contains 6923 members 
Mstep: Class 17 contains 8271 members 
Mstep: Class 18 contains 4283 members 
Mstep: Class 19 contains 124519 members 
Mstep: Class 20 contains 7717 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 7583 members 
Mstep: Class 23 contains 10158 members 
Mstep: Class 24 contains 2428 members 
Mstep: Class 25 contains 4976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333866.000000 Penalty: 51972.636719
Iteration 116Q: 26 clusters Score -2.133387e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19491 members 
Mstep: Class 5 contains 1241 members 
Mstep: Class 6 contains 4955 members 
Mstep: Class 7 contains 5287 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 28351 members 
Mstep: Class 10 contains 5175 members 
Mstep: Class 11 contains 19209 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 11020 members 
Mstep: Class 14 contains 66063 members 
Mstep: Class 15 contains 2947 members 
Mstep: Class 16 contains 6923 members 
Mstep: Class 17 contains 8273 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 124508 members 
Mstep: Class 20 contains 7717 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 7576 members 
Mstep: Class 23 contains 10166 members 
Mstep: Class 24 contains 2432 members 
Mstep: Class 25 contains 4976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333836.000000 Penalty: 51972.636719
Iteration 117Q: 26 clusters Score -2.133384e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19491 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 4953 members 
Mstep: Class 7 contains 5287 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 28352 members 
Mstep: Class 10 contains 5175 members 
Mstep: Class 11 contains 19212 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 11032 members 
Mstep: Class 14 contains 66071 members 
Mstep: Class 15 contains 2949 members 
Mstep: Class 16 contains 6923 members 
Mstep: Class 17 contains 8282 members 
Mstep: Class 18 contains 4259 members 
Mstep: Class 19 contains 124491 members 
Mstep: Class 20 contains 7717 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 7561 members 
Mstep: Class 23 contains 10173 members 
Mstep: Class 24 contains 2436 members 
Mstep: Class 25 contains 4977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333830.000000 Penalty: 51972.636719
Iteration 118Q: 26 clusters Score -2.133383e+07 nChanged 76
Entering ConstructFrom: 
Score: -21333830.000000 Penalty: 51972.636719
Entering ConstructFrom: 
Trying to split cluster 1 (9469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Entering Unmasked Estep 
Score: -563550.562500 Penalty: 1487.814087
	Iteration 0F: 2 clusters Score -563550.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -556636.125000 Penalty: 2975.628174
	Iteration 0F: 3 clusters Score -556636.1 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -558980.187500 Penalty: 2975.628174
	Iteration 1F: 3 clusters Score -558980.2 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -559358.937500 Penalty: 2975.628174
	Iteration 2F: 3 clusters Score -559358.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -559828.437500 Penalty: 2975.628174
	Iteration 3F: 3 clusters Score -559828.4 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -560464.812500 Penalty: 2975.628174
	Iteration 4F: 3 clusters Score -560464.8 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -561210.125000 Penalty: 2975.628174
	Iteration 5F: 3 clusters Score -561210.1 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -561784.875000 Penalty: 2975.628174
	Iteration 6F: 3 clusters Score -561784.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -562190.125000 Penalty: 2975.628174
	Iteration 7F: 3 clusters Score -562190.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -562510.750000 Penalty: 2975.628174
	Iteration 8Q: 3 clusters Score -562510.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -562758.937500 Penalty: 2975.628174
	Iteration 9Q: 3 clusters Score -562758.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -562949.937500 Penalty: 2975.628174
	Iteration 10Q: 3 clusters Score -562949.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -563078.000000 Penalty: 2975.628174
	Iteration 11Q: 3 clusters Score -563078 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -563148.875000 Penalty: 2975.628174
	Iteration 12Q: 3 clusters Score -563148.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -563195.437500 Penalty: 2975.628174
	Iteration 13Q: 3 clusters Score -563195.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -563227.875000 Penalty: 2975.628174
	Iteration 14Q: 3 clusters Score -563227.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -563249.125000 Penalty: 2975.628174
	Iteration 15Q: 3 clusters Score -563249.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -563263.375000 Penalty: 2975.628174
	Iteration 16Q: 3 clusters Score -563263.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -563269.812500 Penalty: 2975.628174
	Iteration 17Q: 3 clusters Score -563269.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -563275.562500 Penalty: 2975.628174
	Iteration 18Q: 3 clusters Score -563275.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -563281.687500 Penalty: 2975.628174
	Iteration 19Q: 3 clusters Score -563281.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -563286.937500 Penalty: 2975.628174
	Iteration 20F: 3 clusters Score -563286.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -563288.562500 Penalty: 2975.628174
	Iteration 21Q: 3 clusters Score -563288.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -563293.500000 Penalty: 2975.628174
	Iteration 22Q: 3 clusters Score -563293.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -563293.187500 Penalty: 2975.628174
	Iteration 23Q: 3 clusters Score -563293.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -563294.812500 Penalty: 2975.628174
	Iteration 24Q: 3 clusters Score -563294.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -563295.250000 Penalty: 2975.628174
	Iteration 25Q: 3 clusters Score -563295.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -563297.625000 Penalty: 2975.628174
	Iteration 26Q: 3 clusters Score -563297.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -563302.062500 Penalty: 2975.628174
	Iteration 27Q: 3 clusters Score -563302.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -563303.750000 Penalty: 2975.628174
	Iteration 28Q: 3 clusters Score -563303.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -563305.125000 Penalty: 2975.628174
	Iteration 29Q: 3 clusters Score -563305.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -563305.750000 Penalty: 2975.628174
	Iteration 30Q: 3 clusters Score -563305.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -563309.250000 Penalty: 2975.628174
	Iteration 31Q: 3 clusters Score -563309.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -563309.437500 Penalty: 2975.628174
	Iteration 32Q: 3 clusters Score -563309.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -563310.875000 Penalty: 2975.628174
	Iteration 33Q: 3 clusters Score -563310.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -563311.937500 Penalty: 2975.628174
	Iteration 34Q: 3 clusters Score -563311.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -563311.312500 Penalty: 2975.628174
	Iteration 35Q: 3 clusters Score -563311.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -563313.562500 Penalty: 2975.628174
	Iteration 36Q: 3 clusters Score -563313.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -563313.375000 Penalty: 2975.628174
	Iteration 37Q: 3 clusters Score -563313.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -563314.375000 Penalty: 2975.628174
	Iteration 38Q: 3 clusters Score -563314.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -563314.312500 Penalty: 2975.628174
	Iteration 39Q: 3 clusters Score -563314.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -563315.000000 Penalty: 2975.628174
	Iteration 40F: 3 clusters Score -563315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -563315.125000 Penalty: 2975.628174
	Iteration 41Q: 3 clusters Score -563315.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -563315.312500 Penalty: 2975.628174
	Iteration 42Q: 3 clusters Score -563315.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -563315.125000 Penalty: 2975.628174
	Iteration 43Q: 3 clusters Score -563315.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -563315.125000 Penalty: 2975.628174
	Iteration 44F: 3 clusters Score -563315.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -36384.156250 Penalty: 1066.855591
	Iteration 0F: 2 clusters Score -36384.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -35183.722656 Penalty: 2133.711182
	Iteration 0F: 3 clusters Score -35183.72 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -35660.207031 Penalty: 2133.711182
	Iteration 1F: 3 clusters Score -35660.21 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -36109.117188 Penalty: 2133.711182
	Iteration 2F: 3 clusters Score -36109.12 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -36366.039062 Penalty: 2133.711182
	Iteration 3F: 3 clusters Score -36366.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -36492.863281 Penalty: 2133.711182
	Iteration 4F: 3 clusters Score -36492.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -36564.710938 Penalty: 2133.711182
	Iteration 5Q: 3 clusters Score -36564.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -36613.851562 Penalty: 2133.711182
	Iteration 6Q: 3 clusters Score -36613.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -36631.179688 Penalty: 2133.711182
	Iteration 7Q: 3 clusters Score -36631.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -36697.371094 Penalty: 2133.711182
	Iteration 8Q: 3 clusters Score -36697.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -36716.656250 Penalty: 2133.711182
	Iteration 9Q: 3 clusters Score -36716.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -36741.968750 Penalty: 2133.711182
	Iteration 10Q: 3 clusters Score -36741.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -36772.359375 Penalty: 2133.711182
	Iteration 11Q: 3 clusters Score -36772.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -36787.703125 Penalty: 2133.711182
	Iteration 12Q: 3 clusters Score -36787.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -36787.703125 Penalty: 2133.711182
	Iteration 13F: 3 clusters Score -36787.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 152 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19491 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5286 members 
Mstep: Class 8 contains 1711 members 
Mstep: Class 9 contains 28353 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 19212 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 11055 members 
Mstep: Class 14 contains 66074 members 
Mstep: Class 15 contains 2952 members 
Mstep: Class 16 contains 6921 members 
Mstep: Class 17 contains 8288 members 
Mstep: Class 18 contains 4252 members 
Mstep: Class 19 contains 124476 members 
Mstep: Class 20 contains 7717 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 7543 members 
Mstep: Class 23 contains 10182 members 
Mstep: Class 24 contains 2437 members 
Mstep: Class 25 contains 4978 members 
Mstep: Class 26 contains 558 members 
Entering Unmasked Estep 
Score: -21333264.000000 Penalty: 54051.542969
Splitting cluster 2 changes total score from -21333830.000000 to -21333264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Entering Unmasked Estep 
Score: -166694.765625 Penalty: 1290.633911
	Iteration 0F: 2 clusters Score -166694.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -164094.453125 Penalty: 2581.267822
	Iteration 0F: 3 clusters Score -164094.5 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -164811.484375 Penalty: 2581.267822
	Iteration 1F: 3 clusters Score -164811.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -165060.234375 Penalty: 2581.267822
	Iteration 2F: 3 clusters Score -165060.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -165311.609375 Penalty: 2581.267822
	Iteration 3F: 3 clusters Score -165311.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -165544.578125 Penalty: 2581.267822
	Iteration 4F: 3 clusters Score -165544.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -165691.140625 Penalty: 2581.267822
	Iteration 5F: 3 clusters Score -165691.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -165823.640625 Penalty: 2581.267822
	Iteration 6Q: 3 clusters Score -165823.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -165951.031250 Penalty: 2581.267822
	Iteration 7Q: 3 clusters Score -165951 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -166062.234375 Penalty: 2581.267822
	Iteration 8Q: 3 clusters Score -166062.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -166134.046875 Penalty: 2581.267822
	Iteration 9Q: 3 clusters Score -166134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -166175.953125 Penalty: 2581.267822
	Iteration 10Q: 3 clusters Score -166176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -166203.312500 Penalty: 2581.267822
	Iteration 11Q: 3 clusters Score -166203.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -166220.515625 Penalty: 2581.267822
	Iteration 12Q: 3 clusters Score -166220.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -166228.046875 Penalty: 2581.267822
	Iteration 13Q: 3 clusters Score -166228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -166232.812500 Penalty: 2581.267822
	Iteration 14Q: 3 clusters Score -166232.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -166242.218750 Penalty: 2581.267822
	Iteration 15Q: 3 clusters Score -166242.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -166253.046875 Penalty: 2581.267822
	Iteration 16Q: 3 clusters Score -166253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -166267.906250 Penalty: 2581.267822
	Iteration 17Q: 3 clusters Score -166267.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -166276.109375 Penalty: 2581.267822
	Iteration 18Q: 3 clusters Score -166276.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -166283.984375 Penalty: 2581.267822
	Iteration 19Q: 3 clusters Score -166284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -166289.765625 Penalty: 2581.267822
	Iteration 20F: 3 clusters Score -166289.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -166293.343750 Penalty: 2581.267822
	Iteration 21Q: 3 clusters Score -166293.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -166296.640625 Penalty: 2581.267822
	Iteration 22Q: 3 clusters Score -166296.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -166301.781250 Penalty: 2581.267822
	Iteration 23Q: 3 clusters Score -166301.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -166304.046875 Penalty: 2581.267822
	Iteration 24Q: 3 clusters Score -166304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -166304.046875 Penalty: 2581.267822
	Iteration 25F: 3 clusters Score -166304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Entering Unmasked Estep 
Score: -1199516.750000 Penalty: 1605.127563
	Iteration 0F: 2 clusters Score -1199517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1186136.625000 Penalty: 3210.255127
	Iteration 0F: 3 clusters Score -1186137 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1190863.375000 Penalty: 3210.255127
	Iteration 1F: 3 clusters Score -1190863 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1191201.625000 Penalty: 3210.255127
	Iteration 2Q: 3 clusters Score -1191202 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1191556.500000 Penalty: 3210.255127
	Iteration 3Q: 3 clusters Score -1191556 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1191940.875000 Penalty: 3210.255127
	Iteration 4Q: 3 clusters Score -1191941 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1192425.250000 Penalty: 3210.255127
	Iteration 5Q: 3 clusters Score -1192425 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1193044.375000 Penalty: 3210.255127
	Iteration 6F: 3 clusters Score -1193044 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1193843.875000 Penalty: 3210.255127
	Iteration 7F: 3 clusters Score -1193844 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1194798.625000 Penalty: 3210.255127
	Iteration 8F: 3 clusters Score -1194799 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1195841.000000 Penalty: 3210.255127
	Iteration 9F: 3 clusters Score -1195841 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -1196691.500000 Penalty: 3210.255127
	Iteration 10F: 3 clusters Score -1196692 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -1197286.375000 Penalty: 3210.255127
	Iteration 11Q: 3 clusters Score -1197286 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1197658.250000 Penalty: 3210.255127
	Iteration 12Q: 3 clusters Score -1197658 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -1197877.250000 Penalty: 3210.255127
	Iteration 13Q: 3 clusters Score -1197877 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -1197980.750000 Penalty: 3210.255127
	Iteration 14Q: 3 clusters Score -1197981 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -1198056.750000 Penalty: 3210.255127
	Iteration 15Q: 3 clusters Score -1198057 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -1198108.250000 Penalty: 3210.255127
	Iteration 16Q: 3 clusters Score -1198108 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -1198140.625000 Penalty: 3210.255127
	Iteration 17Q: 3 clusters Score -1198141 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -1198167.625000 Penalty: 3210.255127
	Iteration 18Q: 3 clusters Score -1198168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -1198184.500000 Penalty: 3210.255127
	Iteration 19Q: 3 clusters Score -1198184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -1198190.500000 Penalty: 3210.255127
	Iteration 20F: 3 clusters Score -1198190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -1198199.750000 Penalty: 3210.255127
	Iteration 21Q: 3 clusters Score -1198200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -1198206.375000 Penalty: 3210.255127
	Iteration 22Q: 3 clusters Score -1198206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -1198208.875000 Penalty: 3210.255127
	Iteration 23Q: 3 clusters Score -1198209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -1198212.125000 Penalty: 3210.255127
	Iteration 24Q: 3 clusters Score -1198212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -1198211.375000 Penalty: 3210.255127
	Iteration 25Q: 3 clusters Score -1198211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -1198212.500000 Penalty: 3210.255127
	Iteration 26Q: 3 clusters Score -1198212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -1198212.500000 Penalty: 3210.255127
	Iteration 27F: 3 clusters Score -1198212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -69635.828125 Penalty: 1157.989136
	Iteration 0F: 2 clusters Score -69635.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -68015.781250 Penalty: 2315.978271
	Iteration 0F: 3 clusters Score -68015.78 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -68308.421875 Penalty: 2315.978271
	Iteration 1F: 3 clusters Score -68308.42 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -68402.671875 Penalty: 2315.978271
	Iteration 2F: 3 clusters Score -68402.67 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -68471.703125 Penalty: 2315.978271
	Iteration 3Q: 3 clusters Score -68471.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -68515.515625 Penalty: 2315.978271
	Iteration 4Q: 3 clusters Score -68515.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -68561.367188 Penalty: 2315.978271
	Iteration 5Q: 3 clusters Score -68561.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -68600.328125 Penalty: 2315.978271
	Iteration 6Q: 3 clusters Score -68600.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -68623.328125 Penalty: 2315.978271
	Iteration 7Q: 3 clusters Score -68623.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -68649.070312 Penalty: 2315.978271
	Iteration 8Q: 3 clusters Score -68649.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -68678.945312 Penalty: 2315.978271
	Iteration 9Q: 3 clusters Score -68678.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -68702.296875 Penalty: 2315.978271
	Iteration 10Q: 3 clusters Score -68702.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -68720.484375 Penalty: 2315.978271
	Iteration 11Q: 3 clusters Score -68720.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -68738.539062 Penalty: 2315.978271
	Iteration 12Q: 3 clusters Score -68738.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -68754.210938 Penalty: 2315.978271
	Iteration 13Q: 3 clusters Score -68754.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -68781.601562 Penalty: 2315.978271
	Iteration 14Q: 3 clusters Score -68781.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -68800.062500 Penalty: 2315.978271
	Iteration 15Q: 3 clusters Score -68800.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -68810.078125 Penalty: 2315.978271
	Iteration 16Q: 3 clusters Score -68810.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -68817.039062 Penalty: 2315.978271
	Iteration 17Q: 3 clusters Score -68817.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -68819.617188 Penalty: 2315.978271
	Iteration 18Q: 3 clusters Score -68819.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -68823.296875 Penalty: 2315.978271
	Iteration 19Q: 3 clusters Score -68823.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -68826.453125 Penalty: 2315.978271
	Iteration 20F: 3 clusters Score -68826.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -68829.273438 Penalty: 2315.978271
	Iteration 21Q: 3 clusters Score -68829.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -68833.671875 Penalty: 2315.978271
	Iteration 22Q: 3 clusters Score -68833.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -68844.257812 Penalty: 2315.978271
	Iteration 23Q: 3 clusters Score -68844.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -68854.679688 Penalty: 2315.978271
	Iteration 24Q: 3 clusters Score -68854.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -68863.609375 Penalty: 2315.978271
	Iteration 25Q: 3 clusters Score -68863.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -68880.679688 Penalty: 2315.978271
	Iteration 26Q: 3 clusters Score -68880.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -68897.031250 Penalty: 2315.978271
	Iteration 27Q: 3 clusters Score -68897.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -68913.937500 Penalty: 2315.978271
	Iteration 28Q: 3 clusters Score -68913.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -68929.039062 Penalty: 2315.978271
	Iteration 29Q: 3 clusters Score -68929.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -68939.382812 Penalty: 2315.978271
	Iteration 30Q: 3 clusters Score -68939.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -68947.109375 Penalty: 2315.978271
	Iteration 31Q: 3 clusters Score -68947.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -68951.945312 Penalty: 2315.978271
	Iteration 32Q: 3 clusters Score -68951.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -68955.875000 Penalty: 2315.978271
	Iteration 33Q: 3 clusters Score -68955.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -68962.593750 Penalty: 2315.978271
	Iteration 34Q: 3 clusters Score -68962.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -68967.906250 Penalty: 2315.978271
	Iteration 35Q: 3 clusters Score -68967.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -68975.320312 Penalty: 2315.978271
	Iteration 36Q: 3 clusters Score -68975.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -68978.375000 Penalty: 2315.978271
	Iteration 37Q: 3 clusters Score -68978.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -68989.695312 Penalty: 2315.978271
	Iteration 38Q: 3 clusters Score -68989.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -69011.226562 Penalty: 2315.978271
	Iteration 39Q: 3 clusters Score -69011.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -69027.679688 Penalty: 2315.978271
	Iteration 40F: 3 clusters Score -69027.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -69052.117188 Penalty: 2315.978271
	Iteration 41Q: 3 clusters Score -69052.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -69068.492188 Penalty: 2315.978271
	Iteration 42Q: 3 clusters Score -69068.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -69081.625000 Penalty: 2315.978271
	Iteration 43Q: 3 clusters Score -69081.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -69090.437500 Penalty: 2315.978271
	Iteration 44Q: 3 clusters Score -69090.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -69096.531250 Penalty: 2315.978271
	Iteration 45Q: 3 clusters Score -69096.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -69098.179688 Penalty: 2315.978271
	Iteration 46Q: 3 clusters Score -69098.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -69100.148438 Penalty: 2315.978271
	Iteration 47Q: 3 clusters Score -69100.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -69100.148438 Penalty: 2315.978271
	Iteration 48F: 3 clusters Score -69100.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Entering Unmasked Estep 
Score: -249792.562500 Penalty: 1382.541992
	Iteration 0F: 2 clusters Score -249792.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -245823.781250 Penalty: 2765.083984
	Iteration 0F: 3 clusters Score -245823.8 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -247077.765625 Penalty: 2765.083984
	Iteration 1F: 3 clusters Score -247077.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -247373.703125 Penalty: 2765.083984
	Iteration 2F: 3 clusters Score -247373.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -247551.921875 Penalty: 2765.083984
	Iteration 3F: 3 clusters Score -247551.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -247691.203125 Penalty: 2765.083984
	Iteration 4Q: 3 clusters Score -247691.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -247807.812500 Penalty: 2765.083984
	Iteration 5Q: 3 clusters Score -247807.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -247897.109375 Penalty: 2765.083984
	Iteration 6Q: 3 clusters Score -247897.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -247984.656250 Penalty: 2765.083984
	Iteration 7Q: 3 clusters Score -247984.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -248059.234375 Penalty: 2765.083984
	Iteration 8Q: 3 clusters Score -248059.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -248110.703125 Penalty: 2765.083984
	Iteration 9Q: 3 clusters Score -248110.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -248165.828125 Penalty: 2765.083984
	Iteration 10Q: 3 clusters Score -248165.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -248223.421875 Penalty: 2765.083984
	Iteration 11Q: 3 clusters Score -248223.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -248292.296875 Penalty: 2765.083984
	Iteration 12Q: 3 clusters Score -248292.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -248376.625000 Penalty: 2765.083984
	Iteration 13Q: 3 clusters Score -248376.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -248471.703125 Penalty: 2765.083984
	Iteration 14Q: 3 clusters Score -248471.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -248557.390625 Penalty: 2765.083984
	Iteration 15Q: 3 clusters Score -248557.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -248636.234375 Penalty: 2765.083984
	Iteration 16Q: 3 clusters Score -248636.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -248697.906250 Penalty: 2765.083984
	Iteration 17Q: 3 clusters Score -248697.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -248748.718750 Penalty: 2765.083984
	Iteration 18Q: 3 clusters Score -248748.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -248784.156250 Penalty: 2765.083984
	Iteration 19Q: 3 clusters Score -248784.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -248810.546875 Penalty: 2765.083984
	Iteration 20F: 3 clusters Score -248810.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -248834.625000 Penalty: 2765.083984
	Iteration 21Q: 3 clusters Score -248834.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -248846.796875 Penalty: 2765.083984
	Iteration 22Q: 3 clusters Score -248846.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -248854.187500 Penalty: 2765.083984
	Iteration 23Q: 3 clusters Score -248854.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -248860.468750 Penalty: 2765.083984
	Iteration 24Q: 3 clusters Score -248860.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -248867.187500 Penalty: 2765.083984
	Iteration 25Q: 3 clusters Score -248867.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -248873.312500 Penalty: 2765.083984
	Iteration 26Q: 3 clusters Score -248873.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -248874.781250 Penalty: 2765.083984
	Iteration 27Q: 3 clusters Score -248874.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -248877.718750 Penalty: 2765.083984
	Iteration 28Q: 3 clusters Score -248877.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -248881.078125 Penalty: 2765.083984
	Iteration 29Q: 3 clusters Score -248881.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -248882.500000 Penalty: 2765.083984
	Iteration 30Q: 3 clusters Score -248882.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -248883.218750 Penalty: 2765.083984
	Iteration 31Q: 3 clusters Score -248883.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -248882.953125 Penalty: 2765.083984
	Iteration 32Q: 3 clusters Score -248883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -248882.953125 Penalty: 2765.083984
	Iteration 33F: 3 clusters Score -248883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Entering Unmasked Estep 
Score: -326607.843750 Penalty: 1393.082764
	Iteration 0F: 2 clusters Score -326607.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -322442.343750 Penalty: 2786.165527
	Iteration 0F: 3 clusters Score -322442.3 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -323721.406250 Penalty: 2786.165527
	Iteration 1F: 3 clusters Score -323721.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -323925.062500 Penalty: 2786.165527
	Iteration 2F: 3 clusters Score -323925.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -324059.093750 Penalty: 2786.165527
	Iteration 3Q: 3 clusters Score -324059.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -324171.937500 Penalty: 2786.165527
	Iteration 4Q: 3 clusters Score -324171.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -324263.562500 Penalty: 2786.165527
	Iteration 5Q: 3 clusters Score -324263.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -324351.375000 Penalty: 2786.165527
	Iteration 6Q: 3 clusters Score -324351.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -324445.968750 Penalty: 2786.165527
	Iteration 7Q: 3 clusters Score -324446 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -324546.718750 Penalty: 2786.165527
	Iteration 8Q: 3 clusters Score -324546.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -324664.718750 Penalty: 2786.165527
	Iteration 9Q: 3 clusters Score -324664.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -324794.531250 Penalty: 2786.165527
	Iteration 10Q: 3 clusters Score -324794.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -324925.437500 Penalty: 2786.165527
	Iteration 11Q: 3 clusters Score -324925.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -325045.812500 Penalty: 2786.165527
	Iteration 12Q: 3 clusters Score -325045.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -325146.625000 Penalty: 2786.165527
	Iteration 13Q: 3 clusters Score -325146.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -325211.968750 Penalty: 2786.165527
	Iteration 14Q: 3 clusters Score -325212 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -325251.218750 Penalty: 2786.165527
	Iteration 15Q: 3 clusters Score -325251.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -325284.250000 Penalty: 2786.165527
	Iteration 16Q: 3 clusters Score -325284.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -325308.906250 Penalty: 2786.165527
	Iteration 17Q: 3 clusters Score -325308.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -325326.750000 Penalty: 2786.165527
	Iteration 18Q: 3 clusters Score -325326.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -325338.312500 Penalty: 2786.165527
	Iteration 19Q: 3 clusters Score -325338.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -325345.656250 Penalty: 2786.165527
	Iteration 20F: 3 clusters Score -325345.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -325349.593750 Penalty: 2786.165527
	Iteration 21Q: 3 clusters Score -325349.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -325354.625000 Penalty: 2786.165527
	Iteration 22Q: 3 clusters Score -325354.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -325357.687500 Penalty: 2786.165527
	Iteration 23Q: 3 clusters Score -325357.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -325358.625000 Penalty: 2786.165527
	Iteration 24Q: 3 clusters Score -325358.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -325360.750000 Penalty: 2786.165527
	Iteration 25Q: 3 clusters Score -325360.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -325361.656250 Penalty: 2786.165527
	Iteration 26Q: 3 clusters Score -325361.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -325362.125000 Penalty: 2786.165527
	Iteration 27Q: 3 clusters Score -325362.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -325362.781250 Penalty: 2786.165527
	Iteration 28Q: 3 clusters Score -325362.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -325363.843750 Penalty: 2786.165527
	Iteration 29Q: 3 clusters Score -325363.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -325365.187500 Penalty: 2786.165527
	Iteration 30Q: 3 clusters Score -325365.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -325365.312500 Penalty: 2786.165527
	Iteration 31Q: 3 clusters Score -325365.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -325365.500000 Penalty: 2786.165527
	Iteration 32Q: 3 clusters Score -325365.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -325367.843750 Penalty: 2786.165527
	Iteration 33Q: 3 clusters Score -325367.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -325369.250000 Penalty: 2786.165527
	Iteration 34Q: 3 clusters Score -325369.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -325369.781250 Penalty: 2786.165527
	Iteration 35Q: 3 clusters Score -325369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -325370.437500 Penalty: 2786.165527
	Iteration 36Q: 3 clusters Score -325370.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -325372.000000 Penalty: 2786.165527
	Iteration 37Q: 3 clusters Score -325372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -325371.968750 Penalty: 2786.165527
	Iteration 38Q: 3 clusters Score -325372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -325374.000000 Penalty: 2786.165527
	Iteration 39Q: 3 clusters Score -325374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -325376.156250 Penalty: 2786.165527
	Iteration 40F: 3 clusters Score -325376.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -325378.281250 Penalty: 2786.165527
	Iteration 41Q: 3 clusters Score -325378.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -325379.906250 Penalty: 2786.165527
	Iteration 42Q: 3 clusters Score -325379.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -325381.875000 Penalty: 2786.165527
	Iteration 43Q: 3 clusters Score -325381.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -325382.375000 Penalty: 2786.165527
	Iteration 44Q: 3 clusters Score -325382.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -325383.593750 Penalty: 2786.165527
	Iteration 45Q: 3 clusters Score -325383.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -325383.656250 Penalty: 2786.165527
	Iteration 46Q: 3 clusters Score -325383.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -325384.281250 Penalty: 2786.165527
	Iteration 47Q: 3 clusters Score -325384.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -325384.281250 Penalty: 2786.165527
	Iteration 48F: 3 clusters Score -325384.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Entering Unmasked Estep 
Score: -99220.875000 Penalty: 1209.785400
	Iteration 0F: 2 clusters Score -99220.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -97295.023438 Penalty: 2419.570801
	Iteration 0F: 3 clusters Score -97295.02 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -97691.093750 Penalty: 2419.570801
	Iteration 1F: 3 clusters Score -97691.09 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -97802.687500 Penalty: 2419.570801
	Iteration 2F: 3 clusters Score -97802.69 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -97864.640625 Penalty: 2419.570801
	Iteration 3Q: 3 clusters Score -97864.64 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -97891.843750 Penalty: 2419.570801
	Iteration 4Q: 3 clusters Score -97891.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -97904.976562 Penalty: 2419.570801
	Iteration 5Q: 3 clusters Score -97904.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -97915.289062 Penalty: 2419.570801
	Iteration 6Q: 3 clusters Score -97915.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -97920.632812 Penalty: 2419.570801
	Iteration 7Q: 3 clusters Score -97920.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -97925.781250 Penalty: 2419.570801
	Iteration 8Q: 3 clusters Score -97925.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -97933.617188 Penalty: 2419.570801
	Iteration 9Q: 3 clusters Score -97933.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -97941.914062 Penalty: 2419.570801
	Iteration 10Q: 3 clusters Score -97941.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -97951.593750 Penalty: 2419.570801
	Iteration 11Q: 3 clusters Score -97951.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -97964.171875 Penalty: 2419.570801
	Iteration 12Q: 3 clusters Score -97964.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -97972.882812 Penalty: 2419.570801
	Iteration 13Q: 3 clusters Score -97972.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -97981.078125 Penalty: 2419.570801
	Iteration 14Q: 3 clusters Score -97981.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -97992.476562 Penalty: 2419.570801
	Iteration 15Q: 3 clusters Score -97992.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -98003.703125 Penalty: 2419.570801
	Iteration 16Q: 3 clusters Score -98003.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -98012.250000 Penalty: 2419.570801
	Iteration 17Q: 3 clusters Score -98012.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -98025.890625 Penalty: 2419.570801
	Iteration 18Q: 3 clusters Score -98025.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -98040.796875 Penalty: 2419.570801
	Iteration 19Q: 3 clusters Score -98040.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -98053.539062 Penalty: 2419.570801
	Iteration 20F: 3 clusters Score -98053.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -98064.835938 Penalty: 2419.570801
	Iteration 21Q: 3 clusters Score -98064.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -98070.960938 Penalty: 2419.570801
	Iteration 22Q: 3 clusters Score -98070.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -98074.203125 Penalty: 2419.570801
	Iteration 23Q: 3 clusters Score -98074.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -98076.390625 Penalty: 2419.570801
	Iteration 24Q: 3 clusters Score -98076.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -98079.031250 Penalty: 2419.570801
	Iteration 25Q: 3 clusters Score -98079.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -98080.093750 Penalty: 2419.570801
	Iteration 26Q: 3 clusters Score -98080.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -98080.476562 Penalty: 2419.570801
	Iteration 27Q: 3 clusters Score -98080.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -98080.382812 Penalty: 2419.570801
	Iteration 28Q: 3 clusters Score -98080.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -98080.382812 Penalty: 2419.570801
	Iteration 29F: 3 clusters Score -98080.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Entering Unmasked Estep 
Score: -1852156.250000 Penalty: 1666.029297
	Iteration 0F: 2 clusters Score -1852156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1832897.625000 Penalty: 3332.058594
	Iteration 0F: 3 clusters Score -1832898 nChanged 13075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1840195.250000 Penalty: 3332.058594
	Iteration 1F: 3 clusters Score -1840195 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1840535.875000 Penalty: 3332.058594
	Iteration 2Q: 3 clusters Score -1840536 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1840833.750000 Penalty: 3332.058594
	Iteration 3Q: 3 clusters Score -1840834 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1841100.000000 Penalty: 3332.058594
	Iteration 4Q: 3 clusters Score -1841100 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1841421.375000 Penalty: 3332.058594
	Iteration 5Q: 3 clusters Score -1841421 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1841765.500000 Penalty: 3332.058594
	Iteration 6Q: 3 clusters Score -1841766 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -1842172.375000 Penalty: 3332.058594
	Iteration 7Q: 3 clusters Score -1842172 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1842706.250000 Penalty: 3332.058594
	Iteration 8Q: 3 clusters Score -1842706 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1843399.750000 Penalty: 3332.058594
	Iteration 9Q: 3 clusters Score -1843400 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1844292.000000 Penalty: 3332.058594
	Iteration 10Q: 3 clusters Score -1844292 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1845260.875000 Penalty: 3332.058594
	Iteration 11Q: 3 clusters Score -1845261 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1846024.000000 Penalty: 3332.058594
	Iteration 12Q: 3 clusters Score -1846024 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1846429.875000 Penalty: 3332.058594
	Iteration 13Q: 3 clusters Score -1846430 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1846660.875000 Penalty: 3332.058594
	Iteration 14Q: 3 clusters Score -1846661 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1846901.875000 Penalty: 3332.058594
	Iteration 15Q: 3 clusters Score -1846902 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -1847174.250000 Penalty: 3332.058594
	Iteration 16Q: 3 clusters Score -1847174 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1847509.500000 Penalty: 3332.058594
	Iteration 17Q: 3 clusters Score -1847510 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -1847967.250000 Penalty: 3332.058594
	Iteration 18Q: 3 clusters Score -1847967 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -1848546.750000 Penalty: 3332.058594
	Iteration 19Q: 3 clusters Score -1848547 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1849181.125000 Penalty: 3332.058594
	Iteration 20F: 3 clusters Score -1849181 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1849732.625000 Penalty: 3332.058594
	Iteration 21Q: 3 clusters Score -1849733 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -1850136.000000 Penalty: 3332.058594
	Iteration 22Q: 3 clusters Score -1850136 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -1850397.125000 Penalty: 3332.058594
	Iteration 23Q: 3 clusters Score -1850397 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -1850580.625000 Penalty: 3332.058594
	Iteration 24Q: 3 clusters Score -1850581 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1850699.375000 Penalty: 3332.058594
	Iteration 25Q: 3 clusters Score -1850699 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1850795.250000 Penalty: 3332.058594
	Iteration 26Q: 3 clusters Score -1850795 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -1850848.750000 Penalty: 3332.058594
	Iteration 27Q: 3 clusters Score -1850849 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -1850872.125000 Penalty: 3332.058594
	Iteration 28Q: 3 clusters Score -1850872 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1850890.625000 Penalty: 3332.058594
	Iteration 29Q: 3 clusters Score -1850891 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -1850899.250000 Penalty: 3332.058594
	Iteration 30Q: 3 clusters Score -1850899 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -1850906.750000 Penalty: 3332.058594
	Iteration 31Q: 3 clusters Score -1850907 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1850911.125000 Penalty: 3332.058594
	Iteration 32Q: 3 clusters Score -1850911 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -1850913.500000 Penalty: 3332.058594
	Iteration 33Q: 3 clusters Score -1850914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -1850919.125000 Penalty: 3332.058594
	Iteration 34Q: 3 clusters Score -1850919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -1850920.000000 Penalty: 3332.058594
	Iteration 35Q: 3 clusters Score -1850920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -1850923.250000 Penalty: 3332.058594
	Iteration 36Q: 3 clusters Score -1850923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -1850922.750000 Penalty: 3332.058594
	Iteration 37Q: 3 clusters Score -1850923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1850922.750000 Penalty: 3332.058594
	Iteration 38Q: 3 clusters Score -1850923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -1850920.875000 Penalty: 3332.058594
	Iteration 39Q: 3 clusters Score -1850921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1850920.375000 Penalty: 3332.058594
	Iteration 40F: 3 clusters Score -1850920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1850921.750000 Penalty: 3332.058594
	Iteration 41Q: 3 clusters Score -1850922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -1850921.875000 Penalty: 3332.058594
	Iteration 42Q: 3 clusters Score -1850922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1850921.125000 Penalty: 3332.058594
	Iteration 43Q: 3 clusters Score -1850921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1850921.125000 Penalty: 3332.058594
	Iteration 44F: 3 clusters Score -1850921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Entering Unmasked Estep 
Score: -312992.437500 Penalty: 1389.602661
	Iteration 0F: 2 clusters Score -312992.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -308954.218750 Penalty: 2779.205322
	Iteration 0F: 3 clusters Score -308954.2 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -310149.531250 Penalty: 2779.205322
	Iteration 1F: 3 clusters Score -310149.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -310368.156250 Penalty: 2779.205322
	Iteration 2F: 3 clusters Score -310368.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -310528.000000 Penalty: 2779.205322
	Iteration 3F: 3 clusters Score -310528 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -310677.937500 Penalty: 2779.205322
	Iteration 4Q: 3 clusters Score -310677.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -310814.062500 Penalty: 2779.205322
	Iteration 5Q: 3 clusters Score -310814.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -310947.406250 Penalty: 2779.205322
	Iteration 6Q: 3 clusters Score -310947.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -311081.843750 Penalty: 2779.205322
	Iteration 7Q: 3 clusters Score -311081.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -311202.562500 Penalty: 2779.205322
	Iteration 8Q: 3 clusters Score -311202.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -311308.812500 Penalty: 2779.205322
	Iteration 9Q: 3 clusters Score -311308.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -311370.218750 Penalty: 2779.205322
	Iteration 10Q: 3 clusters Score -311370.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -311423.437500 Penalty: 2779.205322
	Iteration 11Q: 3 clusters Score -311423.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -311456.625000 Penalty: 2779.205322
	Iteration 12Q: 3 clusters Score -311456.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -311477.156250 Penalty: 2779.205322
	Iteration 13Q: 3 clusters Score -311477.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -311494.593750 Penalty: 2779.205322
	Iteration 14Q: 3 clusters Score -311494.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -311508.656250 Penalty: 2779.205322
	Iteration 15Q: 3 clusters Score -311508.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -311525.781250 Penalty: 2779.205322
	Iteration 16Q: 3 clusters Score -311525.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -311544.187500 Penalty: 2779.205322
	Iteration 17Q: 3 clusters Score -311544.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -311561.531250 Penalty: 2779.205322
	Iteration 18Q: 3 clusters Score -311561.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -311584.218750 Penalty: 2779.205322
	Iteration 19Q: 3 clusters Score -311584.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -311602.781250 Penalty: 2779.205322
	Iteration 20F: 3 clusters Score -311602.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -311626.875000 Penalty: 2779.205322
	Iteration 21Q: 3 clusters Score -311626.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -311648.687500 Penalty: 2779.205322
	Iteration 22Q: 3 clusters Score -311648.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -311672.906250 Penalty: 2779.205322
	Iteration 23Q: 3 clusters Score -311672.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -311687.250000 Penalty: 2779.205322
	Iteration 24Q: 3 clusters Score -311687.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -311705.937500 Penalty: 2779.205322
	Iteration 25Q: 3 clusters Score -311705.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -311728.593750 Penalty: 2779.205322
	Iteration 26Q: 3 clusters Score -311728.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -311751.343750 Penalty: 2779.205322
	Iteration 27Q: 3 clusters Score -311751.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -311764.781250 Penalty: 2779.205322
	Iteration 28Q: 3 clusters Score -311764.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -311778.531250 Penalty: 2779.205322
	Iteration 29Q: 3 clusters Score -311778.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -311799.281250 Penalty: 2779.205322
	Iteration 30Q: 3 clusters Score -311799.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -311813.875000 Penalty: 2779.205322
	Iteration 31Q: 3 clusters Score -311813.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -311830.968750 Penalty: 2779.205322
	Iteration 32Q: 3 clusters Score -311831 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -311845.562500 Penalty: 2779.205322
	Iteration 33Q: 3 clusters Score -311845.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -311855.375000 Penalty: 2779.205322
	Iteration 34Q: 3 clusters Score -311855.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -311863.937500 Penalty: 2779.205322
	Iteration 35Q: 3 clusters Score -311863.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -311876.781250 Penalty: 2779.205322
	Iteration 36Q: 3 clusters Score -311876.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -311881.750000 Penalty: 2779.205322
	Iteration 37Q: 3 clusters Score -311881.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -311886.812500 Penalty: 2779.205322
	Iteration 38Q: 3 clusters Score -311886.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -311889.000000 Penalty: 2779.205322
	Iteration 39Q: 3 clusters Score -311889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -311891.000000 Penalty: 2779.205322
	Iteration 40F: 3 clusters Score -311891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -311891.812500 Penalty: 2779.205322
	Iteration 41Q: 3 clusters Score -311891.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -311892.343750 Penalty: 2779.205322
	Iteration 42Q: 3 clusters Score -311892.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -311892.156250 Penalty: 2779.205322
	Iteration 43Q: 3 clusters Score -311892.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -311892.968750 Penalty: 2779.205322
	Iteration 44Q: 3 clusters Score -311893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -311893.437500 Penalty: 2779.205322
	Iteration 45Q: 3 clusters Score -311893.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -311893.437500 Penalty: 2779.205322
	Iteration 46Q: 3 clusters Score -311893.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -311893.781250 Penalty: 2779.205322
	Iteration 47Q: 3 clusters Score -311893.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -311893.812500 Penalty: 2779.205322
	Iteration 48Q: 3 clusters Score -311893.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -311894.593750 Penalty: 2779.205322
	Iteration 49Q: 3 clusters Score -311894.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -311895.093750 Penalty: 2779.205322
	Iteration 50Q: 3 clusters Score -311895.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -311895.468750 Penalty: 2779.205322
	Iteration 51Q: 3 clusters Score -311895.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -311895.812500 Penalty: 2779.205322
	Iteration 52Q: 3 clusters Score -311895.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -311895.906250 Penalty: 2779.205322
	Iteration 53Q: 3 clusters Score -311895.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -311896.656250 Penalty: 2779.205322
	Iteration 54Q: 3 clusters Score -311896.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -311897.156250 Penalty: 2779.205322
	Iteration 55Q: 3 clusters Score -311897.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -311897.812500 Penalty: 2779.205322
	Iteration 56Q: 3 clusters Score -311897.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -311897.812500 Penalty: 2779.205322
	Iteration 57F: 3 clusters Score -311897.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Entering Unmasked Estep 
Score: -1202755.375000 Penalty: 1602.784790
	Iteration 0F: 2 clusters Score -1202755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1189643.875000 Penalty: 3205.569580
	Iteration 0F: 3 clusters Score -1189644 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1194236.250000 Penalty: 3205.569580
	Iteration 1F: 3 clusters Score -1194236 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1194545.750000 Penalty: 3205.569580
	Iteration 2F: 3 clusters Score -1194546 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1194785.625000 Penalty: 3205.569580
	Iteration 3Q: 3 clusters Score -1194786 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1195019.750000 Penalty: 3205.569580
	Iteration 4Q: 3 clusters Score -1195020 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1195240.125000 Penalty: 3205.569580
	Iteration 5Q: 3 clusters Score -1195240 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1195456.500000 Penalty: 3205.569580
	Iteration 6Q: 3 clusters Score -1195456 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1195742.125000 Penalty: 3205.569580
	Iteration 7Q: 3 clusters Score -1195742 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1196081.125000 Penalty: 3205.569580
	Iteration 8Q: 3 clusters Score -1196081 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1196495.000000 Penalty: 3205.569580
	Iteration 9Q: 3 clusters Score -1196495 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1197052.625000 Penalty: 3205.569580
	Iteration 10F: 3 clusters Score -1197053 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1197726.250000 Penalty: 3205.569580
	Iteration 11F: 3 clusters Score -1197726 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1198537.625000 Penalty: 3205.569580
	Iteration 12F: 3 clusters Score -1198538 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1199366.750000 Penalty: 3205.569580
	Iteration 13F: 3 clusters Score -1199367 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1200073.500000 Penalty: 3205.569580
	Iteration 14Q: 3 clusters Score -1200074 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1200546.000000 Penalty: 3205.569580
	Iteration 15Q: 3 clusters Score -1200546 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1200861.500000 Penalty: 3205.569580
	Iteration 16Q: 3 clusters Score -1200862 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1201054.750000 Penalty: 3205.569580
	Iteration 17Q: 3 clusters Score -1201055 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1201164.750000 Penalty: 3205.569580
	Iteration 18Q: 3 clusters Score -1201165 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1201225.250000 Penalty: 3205.569580
	Iteration 19Q: 3 clusters Score -1201225 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1201265.125000 Penalty: 3205.569580
	Iteration 20F: 3 clusters Score -1201265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1201297.000000 Penalty: 3205.569580
	Iteration 21Q: 3 clusters Score -1201297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1201315.500000 Penalty: 3205.569580
	Iteration 22Q: 3 clusters Score -1201316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1201326.750000 Penalty: 3205.569580
	Iteration 23Q: 3 clusters Score -1201327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1201338.000000 Penalty: 3205.569580
	Iteration 24Q: 3 clusters Score -1201338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1201342.625000 Penalty: 3205.569580
	Iteration 25Q: 3 clusters Score -1201343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1201350.500000 Penalty: 3205.569580
	Iteration 26Q: 3 clusters Score -1201350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1201359.250000 Penalty: 3205.569580
	Iteration 27Q: 3 clusters Score -1201359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1201360.750000 Penalty: 3205.569580
	Iteration 28Q: 3 clusters Score -1201361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1201360.750000 Penalty: 3205.569580
	Iteration 29F: 3 clusters Score -1201361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -76266.117188 Penalty: 1157.989136
	Iteration 0F: 2 clusters Score -76266.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -74643.687500 Penalty: 2315.978271
	Iteration 0F: 3 clusters Score -74643.69 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -74962.898438 Penalty: 2315.978271
	Iteration 1F: 3 clusters Score -74962.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -75028.343750 Penalty: 2315.978271
	Iteration 2F: 3 clusters Score -75028.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -75057.890625 Penalty: 2315.978271
	Iteration 3Q: 3 clusters Score -75057.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -75076.625000 Penalty: 2315.978271
	Iteration 4Q: 3 clusters Score -75076.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -75099.867188 Penalty: 2315.978271
	Iteration 5Q: 3 clusters Score -75099.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -75122.468750 Penalty: 2315.978271
	Iteration 6Q: 3 clusters Score -75122.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -75145.453125 Penalty: 2315.978271
	Iteration 7Q: 3 clusters Score -75145.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -75168.906250 Penalty: 2315.978271
	Iteration 8Q: 3 clusters Score -75168.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -75189.703125 Penalty: 2315.978271
	Iteration 9Q: 3 clusters Score -75189.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -75203.507812 Penalty: 2315.978271
	Iteration 10Q: 3 clusters Score -75203.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -75213.750000 Penalty: 2315.978271
	Iteration 11Q: 3 clusters Score -75213.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -75220.531250 Penalty: 2315.978271
	Iteration 12Q: 3 clusters Score -75220.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -75224.460938 Penalty: 2315.978271
	Iteration 13Q: 3 clusters Score -75224.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -75225.812500 Penalty: 2315.978271
	Iteration 14Q: 3 clusters Score -75225.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -75226.710938 Penalty: 2315.978271
	Iteration 15Q: 3 clusters Score -75226.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -75228.023438 Penalty: 2315.978271
	Iteration 16Q: 3 clusters Score -75228.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -75228.796875 Penalty: 2315.978271
	Iteration 17Q: 3 clusters Score -75228.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -75230.164062 Penalty: 2315.978271
	Iteration 18Q: 3 clusters Score -75230.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -75230.890625 Penalty: 2315.978271
	Iteration 19Q: 3 clusters Score -75230.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -75231.765625 Penalty: 2315.978271
	Iteration 20F: 3 clusters Score -75231.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -75233.625000 Penalty: 2315.978271
	Iteration 21Q: 3 clusters Score -75233.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -75237.023438 Penalty: 2315.978271
	Iteration 22Q: 3 clusters Score -75237.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -75239.335938 Penalty: 2315.978271
	Iteration 23Q: 3 clusters Score -75239.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -75240.132812 Penalty: 2315.978271
	Iteration 24Q: 3 clusters Score -75240.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -75240.132812 Penalty: 2315.978271
	Iteration 25F: 3 clusters Score -75240.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Entering Unmasked Estep 
Score: -672605.937500 Penalty: 1512.978760
	Iteration 0F: 2 clusters Score -672605.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -664788.125000 Penalty: 3025.957520
	Iteration 0F: 3 clusters Score -664788.1 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -667412.062500 Penalty: 3025.957520
	Iteration 1F: 3 clusters Score -667412.1 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -667743.187500 Penalty: 3025.957520
	Iteration 2F: 3 clusters Score -667743.2 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -668173.437500 Penalty: 3025.957520
	Iteration 3F: 3 clusters Score -668173.4 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -668700.187500 Penalty: 3025.957520
	Iteration 4F: 3 clusters Score -668700.2 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -669312.937500 Penalty: 3025.957520
	Iteration 5F: 3 clusters Score -669312.9 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -669933.187500 Penalty: 3025.957520
	Iteration 6F: 3 clusters Score -669933.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -670444.000000 Penalty: 3025.957520
	Iteration 7Q: 3 clusters Score -670444 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -670781.250000 Penalty: 3025.957520
	Iteration 8Q: 3 clusters Score -670781.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -670960.312500 Penalty: 3025.957520
	Iteration 9Q: 3 clusters Score -670960.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -671088.875000 Penalty: 3025.957520
	Iteration 10Q: 3 clusters Score -671088.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -671179.937500 Penalty: 3025.957520
	Iteration 11Q: 3 clusters Score -671179.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -671233.500000 Penalty: 3025.957520
	Iteration 12Q: 3 clusters Score -671233.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -671271.812500 Penalty: 3025.957520
	Iteration 13Q: 3 clusters Score -671271.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -671295.312500 Penalty: 3025.957520
	Iteration 14Q: 3 clusters Score -671295.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -671323.875000 Penalty: 3025.957520
	Iteration 15Q: 3 clusters Score -671323.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -671342.875000 Penalty: 3025.957520
	Iteration 16Q: 3 clusters Score -671342.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -671358.000000 Penalty: 3025.957520
	Iteration 17Q: 3 clusters Score -671358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -671375.312500 Penalty: 3025.957520
	Iteration 18Q: 3 clusters Score -671375.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -671396.437500 Penalty: 3025.957520
	Iteration 19Q: 3 clusters Score -671396.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -671411.125000 Penalty: 3025.957520
	Iteration 20F: 3 clusters Score -671411.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -671418.625000 Penalty: 3025.957520
	Iteration 21Q: 3 clusters Score -671418.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -671420.937500 Penalty: 3025.957520
	Iteration 22Q: 3 clusters Score -671420.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -671426.750000 Penalty: 3025.957520
	Iteration 23Q: 3 clusters Score -671426.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -671435.937500 Penalty: 3025.957520
	Iteration 24Q: 3 clusters Score -671435.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -671446.562500 Penalty: 3025.957520
	Iteration 25Q: 3 clusters Score -671446.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -671454.625000 Penalty: 3025.957520
	Iteration 26Q: 3 clusters Score -671454.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -671464.750000 Penalty: 3025.957520
	Iteration 27Q: 3 clusters Score -671464.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -671475.750000 Penalty: 3025.957520
	Iteration 28Q: 3 clusters Score -671475.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -671479.250000 Penalty: 3025.957520
	Iteration 29Q: 3 clusters Score -671479.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -671482.625000 Penalty: 3025.957520
	Iteration 30Q: 3 clusters Score -671482.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -671485.000000 Penalty: 3025.957520
	Iteration 31Q: 3 clusters Score -671485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -671487.250000 Penalty: 3025.957520
	Iteration 32Q: 3 clusters Score -671487.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -671493.187500 Penalty: 3025.957520
	Iteration 33Q: 3 clusters Score -671493.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -671495.875000 Penalty: 3025.957520
	Iteration 34Q: 3 clusters Score -671495.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -671498.062500 Penalty: 3025.957520
	Iteration 35Q: 3 clusters Score -671498.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -671500.187500 Penalty: 3025.957520
	Iteration 36Q: 3 clusters Score -671500.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -671502.125000 Penalty: 3025.957520
	Iteration 37Q: 3 clusters Score -671502.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -671511.000000 Penalty: 3025.957520
	Iteration 38Q: 3 clusters Score -671511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -671514.750000 Penalty: 3025.957520
	Iteration 39Q: 3 clusters Score -671514.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -671518.312500 Penalty: 3025.957520
	Iteration 40F: 3 clusters Score -671518.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -671524.437500 Penalty: 3025.957520
	Iteration 41Q: 3 clusters Score -671524.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -671529.687500 Penalty: 3025.957520
	Iteration 42Q: 3 clusters Score -671529.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -671534.937500 Penalty: 3025.957520
	Iteration 43Q: 3 clusters Score -671534.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -671541.875000 Penalty: 3025.957520
	Iteration 44Q: 3 clusters Score -671541.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -671546.687500 Penalty: 3025.957520
	Iteration 45Q: 3 clusters Score -671546.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -671554.250000 Penalty: 3025.957520
	Iteration 46Q: 3 clusters Score -671554.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -671561.125000 Penalty: 3025.957520
	Iteration 47Q: 3 clusters Score -671561.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -671569.125000 Penalty: 3025.957520
	Iteration 48Q: 3 clusters Score -671569.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -671575.250000 Penalty: 3025.957520
	Iteration 49Q: 3 clusters Score -671575.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -671578.187500 Penalty: 3025.957520
	Iteration 50Q: 3 clusters Score -671578.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -671578.562500 Penalty: 3025.957520
	Iteration 51Q: 3 clusters Score -671578.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -671580.125000 Penalty: 3025.957520
	Iteration 52Q: 3 clusters Score -671580.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -671579.625000 Penalty: 3025.957520
	Iteration 53Q: 3 clusters Score -671579.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -671580.312500 Penalty: 3025.957520
	Iteration 54Q: 3 clusters Score -671580.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -671580.500000 Penalty: 3025.957520
	Iteration 55Q: 3 clusters Score -671580.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -671582.000000 Penalty: 3025.957520
	Iteration 56Q: 3 clusters Score -671582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -671582.562500 Penalty: 3025.957520
	Iteration 57Q: 3 clusters Score -671582.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -671583.187500 Penalty: 3025.957520
	Iteration 58Q: 3 clusters Score -671583.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -671584.250000 Penalty: 3025.957520
	Iteration 59Q: 3 clusters Score -671584.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -671584.750000 Penalty: 3025.957520
	Iteration 60F: 3 clusters Score -671584.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -671585.000000 Penalty: 3025.957520
	Iteration 61Q: 3 clusters Score -671585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -671585.812500 Penalty: 3025.957520
	Iteration 62Q: 3 clusters Score -671585.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -671585.812500 Penalty: 3025.957520
	Iteration 63F: 3 clusters Score -671585.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Entering Unmasked Estep 
Score: -4241092.000000 Penalty: 1803.511230
	Iteration 0F: 2 clusters Score -4241092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -4196907.000000 Penalty: 3607.022461
	Iteration 0F: 3 clusters Score -4196907 nChanged 31236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -4214886.000000 Penalty: 3607.022461
	Iteration 1F: 3 clusters Score -4214886 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -4215491.500000 Penalty: 3607.022461
	Iteration 2Q: 3 clusters Score -4215492 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -4216158.500000 Penalty: 3607.022461
	Iteration 3Q: 3 clusters Score -4216158 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -4217001.500000 Penalty: 3607.022461
	Iteration 4Q: 3 clusters Score -4217002 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -4218252.500000 Penalty: 3607.022461
	Iteration 5Q: 3 clusters Score -4218252 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -4220288.000000 Penalty: 3607.022461
	Iteration 6F: 3 clusters Score -4220288 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -4223259.000000 Penalty: 3607.022461
	Iteration 7F: 3 clusters Score -4223259 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -4226753.000000 Penalty: 3607.022461
	Iteration 8F: 3 clusters Score -4226753 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52048 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -4230148.500000 Penalty: 3607.022461
	Iteration 9F: 3 clusters Score -4230148 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54791 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -4232848.500000 Penalty: 3607.022461
	Iteration 10Q: 3 clusters Score -4232848 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -4234580.500000 Penalty: 3607.022461
	Iteration 11Q: 3 clusters Score -4234580 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -4235719.000000 Penalty: 3607.022461
	Iteration 12Q: 3 clusters Score -4235719 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59518 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -4236564.500000 Penalty: 3607.022461
	Iteration 13Q: 3 clusters Score -4236564 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60552 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -4237216.500000 Penalty: 3607.022461
	Iteration 14Q: 3 clusters Score -4237216 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -4237877.500000 Penalty: 3607.022461
	Iteration 15Q: 3 clusters Score -4237878 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62260 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -4238401.500000 Penalty: 3607.022461
	Iteration 16Q: 3 clusters Score -4238402 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62859 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -4238830.500000 Penalty: 3607.022461
	Iteration 17Q: 3 clusters Score -4238830 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63328 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -4239133.500000 Penalty: 3607.022461
	Iteration 18Q: 3 clusters Score -4239134 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63696 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4239396.000000 Penalty: 3607.022461
	Iteration 19Q: 3 clusters Score -4239396 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63995 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4239566.500000 Penalty: 3607.022461
	Iteration 20F: 3 clusters Score -4239566 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64207 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4239676.000000 Penalty: 3607.022461
	Iteration 21Q: 3 clusters Score -4239676 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64352 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4239748.000000 Penalty: 3607.022461
	Iteration 22Q: 3 clusters Score -4239748 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64457 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4239790.000000 Penalty: 3607.022461
	Iteration 23Q: 3 clusters Score -4239790 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64536 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4239813.500000 Penalty: 3607.022461
	Iteration 24Q: 3 clusters Score -4239814 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64601 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4239828.500000 Penalty: 3607.022461
	Iteration 25Q: 3 clusters Score -4239828 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64651 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4239847.500000 Penalty: 3607.022461
	Iteration 26Q: 3 clusters Score -4239848 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4239856.000000 Penalty: 3607.022461
	Iteration 27Q: 3 clusters Score -4239856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4239871.500000 Penalty: 3607.022461
	Iteration 28Q: 3 clusters Score -4239872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64756 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4239880.000000 Penalty: 3607.022461
	Iteration 29Q: 3 clusters Score -4239880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64779 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4239887.000000 Penalty: 3607.022461
	Iteration 30Q: 3 clusters Score -4239887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4239887.500000 Penalty: 3607.022461
	Iteration 31Q: 3 clusters Score -4239888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4239899.500000 Penalty: 3607.022461
	Iteration 32Q: 3 clusters Score -4239900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64829 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4239907.500000 Penalty: 3607.022461
	Iteration 33Q: 3 clusters Score -4239908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64848 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4239909.500000 Penalty: 3607.022461
	Iteration 34Q: 3 clusters Score -4239910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64870 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4239907.500000 Penalty: 3607.022461
	Iteration 35Q: 3 clusters Score -4239908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64883 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4239918.500000 Penalty: 3607.022461
	Iteration 36Q: 3 clusters Score -4239918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4239917.000000 Penalty: 3607.022461
	Iteration 37Q: 3 clusters Score -4239917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64895 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4239923.000000 Penalty: 3607.022461
	Iteration 38Q: 3 clusters Score -4239923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64897 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4239925.000000 Penalty: 3607.022461
	Iteration 39Q: 3 clusters Score -4239925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64904 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4239925.000000 Penalty: 3607.022461
	Iteration 40F: 3 clusters Score -4239925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64910 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4239924.000000 Penalty: 3607.022461
	Iteration 41Q: 3 clusters Score -4239924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64914 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4239928.000000 Penalty: 3607.022461
	Iteration 42Q: 3 clusters Score -4239928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64915 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4239927.000000 Penalty: 3607.022461
	Iteration 43Q: 3 clusters Score -4239927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64918 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4239931.000000 Penalty: 3607.022461
	Iteration 44Q: 3 clusters Score -4239931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4239929.500000 Penalty: 3607.022461
	Iteration 45Q: 3 clusters Score -4239930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64920 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4239929.500000 Penalty: 3607.022461
	Iteration 46Q: 3 clusters Score -4239930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64920 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4239929.500000 Penalty: 3607.022461
	Iteration 47F: 3 clusters Score -4239930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Entering Unmasked Estep 
Score: -179668.390625 Penalty: 1298.413696
	Iteration 0F: 2 clusters Score -179668.4 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 1457 members 
Entering Unmasked Estep 
Score: -176967.921875 Penalty: 2596.827393
	Iteration 0F: 3 clusters Score -176967.9 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -177593.625000 Penalty: 2596.827393
	Iteration 1F: 3 clusters Score -177593.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -177752.343750 Penalty: 2596.827393
	Iteration 2F: 3 clusters Score -177752.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -177849.296875 Penalty: 2596.827393
	Iteration 3Q: 3 clusters Score -177849.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -177912.546875 Penalty: 2596.827393
	Iteration 4Q: 3 clusters Score -177912.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -177952.046875 Penalty: 2596.827393
	Iteration 5Q: 3 clusters Score -177952 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -177989.015625 Penalty: 2596.827393
	Iteration 6Q: 3 clusters Score -177989 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -178025.281250 Penalty: 2596.827393
	Iteration 7Q: 3 clusters Score -178025.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -178051.625000 Penalty: 2596.827393
	Iteration 8Q: 3 clusters Score -178051.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -178074.328125 Penalty: 2596.827393
	Iteration 9Q: 3 clusters Score -178074.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -178095.843750 Penalty: 2596.827393
	Iteration 10Q: 3 clusters Score -178095.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -178119.531250 Penalty: 2596.827393
	Iteration 11Q: 3 clusters Score -178119.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -178148.671875 Penalty: 2596.827393
	Iteration 12Q: 3 clusters Score -178148.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -178174.843750 Penalty: 2596.827393
	Iteration 13Q: 3 clusters Score -178174.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -178198.015625 Penalty: 2596.827393
	Iteration 14Q: 3 clusters Score -178198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -178216.203125 Penalty: 2596.827393
	Iteration 15Q: 3 clusters Score -178216.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -178237.796875 Penalty: 2596.827393
	Iteration 16Q: 3 clusters Score -178237.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -178265.531250 Penalty: 2596.827393
	Iteration 17Q: 3 clusters Score -178265.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -178289.703125 Penalty: 2596.827393
	Iteration 18Q: 3 clusters Score -178289.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -178310.281250 Penalty: 2596.827393
	Iteration 19Q: 3 clusters Score -178310.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -178318.718750 Penalty: 2596.827393
	Iteration 20F: 3 clusters Score -178318.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -178328.468750 Penalty: 2596.827393
	Iteration 21Q: 3 clusters Score -178328.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -178336.109375 Penalty: 2596.827393
	Iteration 22Q: 3 clusters Score -178336.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -178341.640625 Penalty: 2596.827393
	Iteration 23Q: 3 clusters Score -178341.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -178346.265625 Penalty: 2596.827393
	Iteration 24Q: 3 clusters Score -178346.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -178349.468750 Penalty: 2596.827393
	Iteration 25Q: 3 clusters Score -178349.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -178353.046875 Penalty: 2596.827393
	Iteration 26Q: 3 clusters Score -178353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -178359.187500 Penalty: 2596.827393
	Iteration 27Q: 3 clusters Score -178359.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -178361.734375 Penalty: 2596.827393
	Iteration 28Q: 3 clusters Score -178361.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -178363.671875 Penalty: 2596.827393
	Iteration 29Q: 3 clusters Score -178363.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -178365.593750 Penalty: 2596.827393
	Iteration 30Q: 3 clusters Score -178365.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -178367.156250 Penalty: 2596.827393
	Iteration 31Q: 3 clusters Score -178367.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -178367.890625 Penalty: 2596.827393
	Iteration 32Q: 3 clusters Score -178367.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -178368.125000 Penalty: 2596.827393
	Iteration 33Q: 3 clusters Score -178368.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -178368.125000 Penalty: 2596.827393
	Iteration 34F: 3 clusters Score -178368.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Entering Unmasked Estep 
Score: -407774.625000 Penalty: 1436.876343
	Iteration 0F: 2 clusters Score -407774.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -402697.562500 Penalty: 2873.752686
	Iteration 0F: 3 clusters Score -402697.6 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -404635.718750 Penalty: 2873.752686
	Iteration 1F: 3 clusters Score -404635.7 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -405115.093750 Penalty: 2873.752686
	Iteration 2F: 3 clusters Score -405115.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -405444.812500 Penalty: 2873.752686
	Iteration 3F: 3 clusters Score -405444.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -405679.812500 Penalty: 2873.752686
	Iteration 4F: 3 clusters Score -405679.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -405895.656250 Penalty: 2873.752686
	Iteration 5F: 3 clusters Score -405895.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -406123.062500 Penalty: 2873.752686
	Iteration 6Q: 3 clusters Score -406123.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -406323.031250 Penalty: 2873.752686
	Iteration 7Q: 3 clusters Score -406323 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -406524.718750 Penalty: 2873.752686
	Iteration 8Q: 3 clusters Score -406524.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -406712.218750 Penalty: 2873.752686
	Iteration 9Q: 3 clusters Score -406712.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -406897.343750 Penalty: 2873.752686
	Iteration 10Q: 3 clusters Score -406897.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -407036.781250 Penalty: 2873.752686
	Iteration 11Q: 3 clusters Score -407036.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -407130.156250 Penalty: 2873.752686
	Iteration 12Q: 3 clusters Score -407130.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -407190.187500 Penalty: 2873.752686
	Iteration 13Q: 3 clusters Score -407190.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -407222.562500 Penalty: 2873.752686
	Iteration 14Q: 3 clusters Score -407222.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -407244.500000 Penalty: 2873.752686
	Iteration 15Q: 3 clusters Score -407244.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -407260.031250 Penalty: 2873.752686
	Iteration 16Q: 3 clusters Score -407260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -407271.875000 Penalty: 2873.752686
	Iteration 17Q: 3 clusters Score -407271.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -407280.062500 Penalty: 2873.752686
	Iteration 18Q: 3 clusters Score -407280.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -407287.000000 Penalty: 2873.752686
	Iteration 19Q: 3 clusters Score -407287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -407291.156250 Penalty: 2873.752686
	Iteration 20F: 3 clusters Score -407291.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -407291.843750 Penalty: 2873.752686
	Iteration 21Q: 3 clusters Score -407291.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -407295.250000 Penalty: 2873.752686
	Iteration 22Q: 3 clusters Score -407295.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -407296.593750 Penalty: 2873.752686
	Iteration 23Q: 3 clusters Score -407296.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -407297.031250 Penalty: 2873.752686
	Iteration 24Q: 3 clusters Score -407297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -407296.281250 Penalty: 2873.752686
	Iteration 25Q: 3 clusters Score -407296.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -407297.968750 Penalty: 2873.752686
	Iteration 26Q: 3 clusters Score -407298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -407297.656250 Penalty: 2873.752686
	Iteration 27Q: 3 clusters Score -407297.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -407299.406250 Penalty: 2873.752686
	Iteration 28Q: 3 clusters Score -407299.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -407298.875000 Penalty: 2873.752686
	Iteration 29Q: 3 clusters Score -407298.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -407299.406250 Penalty: 2873.752686
	Iteration 30Q: 3 clusters Score -407299.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -407298.718750 Penalty: 2873.752686
	Iteration 31Q: 3 clusters Score -407298.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -407300.281250 Penalty: 2873.752686
	Iteration 32Q: 3 clusters Score -407300.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -407300.343750 Penalty: 2873.752686
	Iteration 33Q: 3 clusters Score -407300.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -407300.343750 Penalty: 2873.752686
	Iteration 34F: 3 clusters Score -407300.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Entering Unmasked Estep 
Score: -529758.562500 Penalty: 1466.166626
	Iteration 0F: 2 clusters Score -529758.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -523745.562500 Penalty: 2932.333252
	Iteration 0F: 3 clusters Score -523745.6 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -525629.375000 Penalty: 2932.333252
	Iteration 1F: 3 clusters Score -525629.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -525852.500000 Penalty: 2932.333252
	Iteration 2F: 3 clusters Score -525852.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -526040.562500 Penalty: 2932.333252
	Iteration 3F: 3 clusters Score -526040.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -526214.250000 Penalty: 2932.333252
	Iteration 4Q: 3 clusters Score -526214.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -526362.812500 Penalty: 2932.333252
	Iteration 5Q: 3 clusters Score -526362.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -526493.375000 Penalty: 2932.333252
	Iteration 6Q: 3 clusters Score -526493.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -526620.937500 Penalty: 2932.333252
	Iteration 7Q: 3 clusters Score -526620.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -526746.250000 Penalty: 2932.333252
	Iteration 8Q: 3 clusters Score -526746.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -526861.812500 Penalty: 2932.333252
	Iteration 9Q: 3 clusters Score -526861.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -526995.812500 Penalty: 2932.333252
	Iteration 10Q: 3 clusters Score -526995.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -527119.125000 Penalty: 2932.333252
	Iteration 11Q: 3 clusters Score -527119.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -527232.000000 Penalty: 2932.333252
	Iteration 12Q: 3 clusters Score -527232 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -527341.062500 Penalty: 2932.333252
	Iteration 13Q: 3 clusters Score -527341.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -527430.062500 Penalty: 2932.333252
	Iteration 14Q: 3 clusters Score -527430.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -527496.562500 Penalty: 2932.333252
	Iteration 15Q: 3 clusters Score -527496.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -527559.375000 Penalty: 2932.333252
	Iteration 16Q: 3 clusters Score -527559.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -527623.812500 Penalty: 2932.333252
	Iteration 17Q: 3 clusters Score -527623.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -527691.375000 Penalty: 2932.333252
	Iteration 18Q: 3 clusters Score -527691.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -527748.187500 Penalty: 2932.333252
	Iteration 19Q: 3 clusters Score -527748.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -527784.500000 Penalty: 2932.333252
	Iteration 20F: 3 clusters Score -527784.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -527816.187500 Penalty: 2932.333252
	Iteration 21Q: 3 clusters Score -527816.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -527844.000000 Penalty: 2932.333252
	Iteration 22Q: 3 clusters Score -527844 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -527865.437500 Penalty: 2932.333252
	Iteration 23Q: 3 clusters Score -527865.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -527879.250000 Penalty: 2932.333252
	Iteration 24Q: 3 clusters Score -527879.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -527888.687500 Penalty: 2932.333252
	Iteration 25Q: 3 clusters Score -527888.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -527899.062500 Penalty: 2932.333252
	Iteration 26Q: 3 clusters Score -527899.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -527907.312500 Penalty: 2932.333252
	Iteration 27Q: 3 clusters Score -527907.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -527916.500000 Penalty: 2932.333252
	Iteration 28Q: 3 clusters Score -527916.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -527923.687500 Penalty: 2932.333252
	Iteration 29Q: 3 clusters Score -527923.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -527931.187500 Penalty: 2932.333252
	Iteration 30Q: 3 clusters Score -527931.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -527939.125000 Penalty: 2932.333252
	Iteration 31Q: 3 clusters Score -527939.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -527946.625000 Penalty: 2932.333252
	Iteration 32Q: 3 clusters Score -527946.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -527955.437500 Penalty: 2932.333252
	Iteration 33Q: 3 clusters Score -527955.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -527963.250000 Penalty: 2932.333252
	Iteration 34Q: 3 clusters Score -527963.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -527974.562500 Penalty: 2932.333252
	Iteration 35Q: 3 clusters Score -527974.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -527985.437500 Penalty: 2932.333252
	Iteration 36Q: 3 clusters Score -527985.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -527993.625000 Penalty: 2932.333252
	Iteration 37Q: 3 clusters Score -527993.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -528003.375000 Penalty: 2932.333252
	Iteration 38Q: 3 clusters Score -528003.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -528015.437500 Penalty: 2932.333252
	Iteration 39Q: 3 clusters Score -528015.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -528027.687500 Penalty: 2932.333252
	Iteration 40F: 3 clusters Score -528027.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -528040.625000 Penalty: 2932.333252
	Iteration 41Q: 3 clusters Score -528040.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -528051.625000 Penalty: 2932.333252
	Iteration 42Q: 3 clusters Score -528051.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -528060.437500 Penalty: 2932.333252
	Iteration 43Q: 3 clusters Score -528060.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -528066.250000 Penalty: 2932.333252
	Iteration 44Q: 3 clusters Score -528066.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -528075.437500 Penalty: 2932.333252
	Iteration 45Q: 3 clusters Score -528075.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -528082.375000 Penalty: 2932.333252
	Iteration 46Q: 3 clusters Score -528082.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -528087.062500 Penalty: 2932.333252
	Iteration 47Q: 3 clusters Score -528087.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -528096.687500 Penalty: 2932.333252
	Iteration 48Q: 3 clusters Score -528096.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -528102.875000 Penalty: 2932.333252
	Iteration 49Q: 3 clusters Score -528102.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -528107.687500 Penalty: 2932.333252
	Iteration 50Q: 3 clusters Score -528107.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -528111.937500 Penalty: 2932.333252
	Iteration 51Q: 3 clusters Score -528111.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -528117.375000 Penalty: 2932.333252
	Iteration 52Q: 3 clusters Score -528117.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -528120.375000 Penalty: 2932.333252
	Iteration 53Q: 3 clusters Score -528120.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -528124.250000 Penalty: 2932.333252
	Iteration 54Q: 3 clusters Score -528124.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -528128.312500 Penalty: 2932.333252
	Iteration 55Q: 3 clusters Score -528128.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -528130.375000 Penalty: 2932.333252
	Iteration 56Q: 3 clusters Score -528130.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -528133.562500 Penalty: 2932.333252
	Iteration 57Q: 3 clusters Score -528133.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -528134.062500 Penalty: 2932.333252
	Iteration 58Q: 3 clusters Score -528134.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -528136.250000 Penalty: 2932.333252
	Iteration 59Q: 3 clusters Score -528136.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -528140.687500 Penalty: 2932.333252
	Iteration 60F: 3 clusters Score -528140.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -528147.312500 Penalty: 2932.333252
	Iteration 61Q: 3 clusters Score -528147.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -528152.937500 Penalty: 2932.333252
	Iteration 62Q: 3 clusters Score -528152.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -528158.500000 Penalty: 2932.333252
	Iteration 63Q: 3 clusters Score -528158.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -528160.250000 Penalty: 2932.333252
	Iteration 64Q: 3 clusters Score -528160.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -528163.250000 Penalty: 2932.333252
	Iteration 65Q: 3 clusters Score -528163.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -528167.500000 Penalty: 2932.333252
	Iteration 66Q: 3 clusters Score -528167.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -528171.687500 Penalty: 2932.333252
	Iteration 67Q: 3 clusters Score -528171.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -528178.250000 Penalty: 2932.333252
	Iteration 68Q: 3 clusters Score -528178.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -528184.437500 Penalty: 2932.333252
	Iteration 69Q: 3 clusters Score -528184.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -528189.125000 Penalty: 2932.333252
	Iteration 70Q: 3 clusters Score -528189.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -528197.187500 Penalty: 2932.333252
	Iteration 71Q: 3 clusters Score -528197.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -528201.187500 Penalty: 2932.333252
	Iteration 72Q: 3 clusters Score -528201.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -528207.000000 Penalty: 2932.333252
	Iteration 73Q: 3 clusters Score -528207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -528214.500000 Penalty: 2932.333252
	Iteration 74Q: 3 clusters Score -528214.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -528219.000000 Penalty: 2932.333252
	Iteration 75Q: 3 clusters Score -528219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -528227.937500 Penalty: 2932.333252
	Iteration 76Q: 3 clusters Score -528227.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -528238.062500 Penalty: 2932.333252
	Iteration 77Q: 3 clusters Score -528238.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -528247.312500 Penalty: 2932.333252
	Iteration 78Q: 3 clusters Score -528247.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -528259.187500 Penalty: 2932.333252
	Iteration 79Q: 3 clusters Score -528259.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -528269.000000 Penalty: 2932.333252
	Iteration 80F: 3 clusters Score -528269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -528277.562500 Penalty: 2932.333252
	Iteration 81Q: 3 clusters Score -528277.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -528285.750000 Penalty: 2932.333252
	Iteration 82Q: 3 clusters Score -528285.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -528297.250000 Penalty: 2932.333252
	Iteration 83Q: 3 clusters Score -528297.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -528308.687500 Penalty: 2932.333252
	Iteration 84Q: 3 clusters Score -528308.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -528315.625000 Penalty: 2932.333252
	Iteration 85Q: 3 clusters Score -528315.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -528320.750000 Penalty: 2932.333252
	Iteration 86Q: 3 clusters Score -528320.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -528327.375000 Penalty: 2932.333252
	Iteration 87Q: 3 clusters Score -528327.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -528333.750000 Penalty: 2932.333252
	Iteration 88Q: 3 clusters Score -528333.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -528339.312500 Penalty: 2932.333252
	Iteration 89Q: 3 clusters Score -528339.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -528343.625000 Penalty: 2932.333252
	Iteration 90Q: 3 clusters Score -528343.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -528350.875000 Penalty: 2932.333252
	Iteration 91Q: 3 clusters Score -528350.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -528356.312500 Penalty: 2932.333252
	Iteration 92Q: 3 clusters Score -528356.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -528361.875000 Penalty: 2932.333252
	Iteration 93Q: 3 clusters Score -528361.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -528364.687500 Penalty: 2932.333252
	Iteration 94Q: 3 clusters Score -528364.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -528369.250000 Penalty: 2932.333252
	Iteration 95Q: 3 clusters Score -528369.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -528371.187500 Penalty: 2932.333252
	Iteration 96Q: 3 clusters Score -528371.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -528375.312500 Penalty: 2932.333252
	Iteration 97Q: 3 clusters Score -528375.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -528377.312500 Penalty: 2932.333252
	Iteration 98Q: 3 clusters Score -528377.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -528382.187500 Penalty: 2932.333252
	Iteration 99Q: 3 clusters Score -528382.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -528388.687500 Penalty: 2932.333252
	Iteration 100F: 3 clusters Score -528388.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -528393.812500 Penalty: 2932.333252
	Iteration 101Q: 3 clusters Score -528393.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -528398.625000 Penalty: 2932.333252
	Iteration 102Q: 3 clusters Score -528398.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -528402.562500 Penalty: 2932.333252
	Iteration 103Q: 3 clusters Score -528402.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -528407.625000 Penalty: 2932.333252
	Iteration 104Q: 3 clusters Score -528407.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -528413.187500 Penalty: 2932.333252
	Iteration 105Q: 3 clusters Score -528413.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -528417.687500 Penalty: 2932.333252
	Iteration 106Q: 3 clusters Score -528417.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -528421.687500 Penalty: 2932.333252
	Iteration 107Q: 3 clusters Score -528421.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -528424.687500 Penalty: 2932.333252
	Iteration 108Q: 3 clusters Score -528424.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -528428.937500 Penalty: 2932.333252
	Iteration 109Q: 3 clusters Score -528428.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -528434.812500 Penalty: 2932.333252
	Iteration 110Q: 3 clusters Score -528434.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -528439.125000 Penalty: 2932.333252
	Iteration 111Q: 3 clusters Score -528439.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -528440.375000 Penalty: 2932.333252
	Iteration 112Q: 3 clusters Score -528440.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -528442.750000 Penalty: 2932.333252
	Iteration 113Q: 3 clusters Score -528442.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -528445.562500 Penalty: 2932.333252
	Iteration 114Q: 3 clusters Score -528445.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -528448.000000 Penalty: 2932.333252
	Iteration 115Q: 3 clusters Score -528448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -528453.187500 Penalty: 2932.333252
	Iteration 116Q: 3 clusters Score -528453.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -528468.062500 Penalty: 2932.333252
	Iteration 117Q: 3 clusters Score -528468.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -528476.312500 Penalty: 2932.333252
	Iteration 118Q: 3 clusters Score -528476.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -528487.000000 Penalty: 2932.333252
	Iteration 119Q: 3 clusters Score -528487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -528494.250000 Penalty: 2932.333252
	Iteration 120F: 3 clusters Score -528494.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -528496.812500 Penalty: 2932.333252
	Iteration 121Q: 3 clusters Score -528496.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -528498.437500 Penalty: 2932.333252
	Iteration 122Q: 3 clusters Score -528498.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -528498.375000 Penalty: 2932.333252
	Iteration 123Q: 3 clusters Score -528498.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -528498.375000 Penalty: 2932.333252
	Iteration 124F: 3 clusters Score -528498.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Entering Unmasked Estep 
Score: -282795.625000 Penalty: 1357.710938
	Iteration 0F: 2 clusters Score -282795.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -279286.250000 Penalty: 2715.421875
	Iteration 0F: 3 clusters Score -279286.2 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -280185.125000 Penalty: 2715.421875
	Iteration 1F: 3 clusters Score -280185.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -280341.687500 Penalty: 2715.421875
	Iteration 2F: 3 clusters Score -280341.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -280464.875000 Penalty: 2715.421875
	Iteration 3F: 3 clusters Score -280464.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -280567.500000 Penalty: 2715.421875
	Iteration 4Q: 3 clusters Score -280567.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -280647.093750 Penalty: 2715.421875
	Iteration 5Q: 3 clusters Score -280647.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -280724.593750 Penalty: 2715.421875
	Iteration 6Q: 3 clusters Score -280724.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -280791.250000 Penalty: 2715.421875
	Iteration 7Q: 3 clusters Score -280791.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -280842.375000 Penalty: 2715.421875
	Iteration 8Q: 3 clusters Score -280842.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -280893.531250 Penalty: 2715.421875
	Iteration 9Q: 3 clusters Score -280893.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -280962.843750 Penalty: 2715.421875
	Iteration 10Q: 3 clusters Score -280962.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -281034.281250 Penalty: 2715.421875
	Iteration 11Q: 3 clusters Score -281034.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -281109.625000 Penalty: 2715.421875
	Iteration 12Q: 3 clusters Score -281109.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -281189.593750 Penalty: 2715.421875
	Iteration 13Q: 3 clusters Score -281189.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -281259.562500 Penalty: 2715.421875
	Iteration 14Q: 3 clusters Score -281259.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -281336.625000 Penalty: 2715.421875
	Iteration 15Q: 3 clusters Score -281336.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -281394.781250 Penalty: 2715.421875
	Iteration 16Q: 3 clusters Score -281394.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -281443.218750 Penalty: 2715.421875
	Iteration 17Q: 3 clusters Score -281443.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -281481.656250 Penalty: 2715.421875
	Iteration 18Q: 3 clusters Score -281481.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -281509.750000 Penalty: 2715.421875
	Iteration 19Q: 3 clusters Score -281509.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -281533.187500 Penalty: 2715.421875
	Iteration 20F: 3 clusters Score -281533.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -281551.125000 Penalty: 2715.421875
	Iteration 21Q: 3 clusters Score -281551.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -281568.625000 Penalty: 2715.421875
	Iteration 22Q: 3 clusters Score -281568.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -281582.750000 Penalty: 2715.421875
	Iteration 23Q: 3 clusters Score -281582.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -281597.593750 Penalty: 2715.421875
	Iteration 24Q: 3 clusters Score -281597.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -281610.843750 Penalty: 2715.421875
	Iteration 25Q: 3 clusters Score -281610.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -281620.187500 Penalty: 2715.421875
	Iteration 26Q: 3 clusters Score -281620.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -281628.187500 Penalty: 2715.421875
	Iteration 27Q: 3 clusters Score -281628.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -281638.375000 Penalty: 2715.421875
	Iteration 28Q: 3 clusters Score -281638.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -281649.437500 Penalty: 2715.421875
	Iteration 29Q: 3 clusters Score -281649.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -281659.375000 Penalty: 2715.421875
	Iteration 30Q: 3 clusters Score -281659.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -281671.843750 Penalty: 2715.421875
	Iteration 31Q: 3 clusters Score -281671.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -281687.312500 Penalty: 2715.421875
	Iteration 32Q: 3 clusters Score -281687.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -281697.531250 Penalty: 2715.421875
	Iteration 33Q: 3 clusters Score -281697.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -281706.843750 Penalty: 2715.421875
	Iteration 34Q: 3 clusters Score -281706.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -281716.437500 Penalty: 2715.421875
	Iteration 35Q: 3 clusters Score -281716.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -281727.031250 Penalty: 2715.421875
	Iteration 36Q: 3 clusters Score -281727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -281737.593750 Penalty: 2715.421875
	Iteration 37Q: 3 clusters Score -281737.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -281744.812500 Penalty: 2715.421875
	Iteration 38Q: 3 clusters Score -281744.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -281752.718750 Penalty: 2715.421875
	Iteration 39Q: 3 clusters Score -281752.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -281757.281250 Penalty: 2715.421875
	Iteration 40F: 3 clusters Score -281757.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -281762.406250 Penalty: 2715.421875
	Iteration 41Q: 3 clusters Score -281762.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -281766.843750 Penalty: 2715.421875
	Iteration 42Q: 3 clusters Score -281766.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -281772.781250 Penalty: 2715.421875
	Iteration 43Q: 3 clusters Score -281772.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -281776.593750 Penalty: 2715.421875
	Iteration 44Q: 3 clusters Score -281776.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -281779.468750 Penalty: 2715.421875
	Iteration 45Q: 3 clusters Score -281779.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -281784.031250 Penalty: 2715.421875
	Iteration 46Q: 3 clusters Score -281784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -281787.843750 Penalty: 2715.421875
	Iteration 47Q: 3 clusters Score -281787.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -281792.281250 Penalty: 2715.421875
	Iteration 48Q: 3 clusters Score -281792.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -281798.937500 Penalty: 2715.421875
	Iteration 49Q: 3 clusters Score -281798.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -281803.281250 Penalty: 2715.421875
	Iteration 50Q: 3 clusters Score -281803.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -281807.343750 Penalty: 2715.421875
	Iteration 51Q: 3 clusters Score -281807.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -281814.000000 Penalty: 2715.421875
	Iteration 52Q: 3 clusters Score -281814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -281821.906250 Penalty: 2715.421875
	Iteration 53Q: 3 clusters Score -281821.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -281829.062500 Penalty: 2715.421875
	Iteration 54Q: 3 clusters Score -281829.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -281835.093750 Penalty: 2715.421875
	Iteration 55Q: 3 clusters Score -281835.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -281839.375000 Penalty: 2715.421875
	Iteration 56Q: 3 clusters Score -281839.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -281841.468750 Penalty: 2715.421875
	Iteration 57Q: 3 clusters Score -281841.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -281845.218750 Penalty: 2715.421875
	Iteration 58Q: 3 clusters Score -281845.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -281847.656250 Penalty: 2715.421875
	Iteration 59Q: 3 clusters Score -281847.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -281850.406250 Penalty: 2715.421875
	Iteration 60F: 3 clusters Score -281850.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -281854.281250 Penalty: 2715.421875
	Iteration 61Q: 3 clusters Score -281854.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -281856.437500 Penalty: 2715.421875
	Iteration 62Q: 3 clusters Score -281856.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -281858.750000 Penalty: 2715.421875
	Iteration 63Q: 3 clusters Score -281858.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -281860.156250 Penalty: 2715.421875
	Iteration 64Q: 3 clusters Score -281860.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -281860.156250 Penalty: 2715.421875
	Iteration 65Q: 3 clusters Score -281860.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -281860.406250 Penalty: 2715.421875
	Iteration 66Q: 3 clusters Score -281860.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -281861.031250 Penalty: 2715.421875
	Iteration 67Q: 3 clusters Score -281861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -281861.031250 Penalty: 2715.421875
	Iteration 68F: 3 clusters Score -281861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (124476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124476 members 
Entering Unmasked Estep 
Score: -7545546.000000 Penalty: 1906.428467
	Iteration 0F: 2 clusters Score -7545546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62349 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -7462173.500000 Penalty: 3812.856934
	Iteration 0F: 3 clusters Score -7462174 nChanged 59679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65022 members 
Mstep: Class 2 contains 59454 members 
Entering Unmasked Estep 
Score: -7497151.000000 Penalty: 3812.856934
	Iteration 1F: 3 clusters Score -7497151 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66158 members 
Mstep: Class 2 contains 58318 members 
Entering Unmasked Estep 
Score: -7498088.500000 Penalty: 3812.856934
	Iteration 2Q: 3 clusters Score -7498088 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 56592 members 
Entering Unmasked Estep 
Score: -7499223.000000 Penalty: 3812.856934
	Iteration 3Q: 3 clusters Score -7499223 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70582 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -7500683.000000 Penalty: 3812.856934
	Iteration 4Q: 3 clusters Score -7500683 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74436 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -7502926.000000 Penalty: 3812.856934
	Iteration 5Q: 3 clusters Score -7502926 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79856 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -7506631.000000 Penalty: 3812.856934
	Iteration 6F: 3 clusters Score -7506631 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87106 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -7512260.000000 Penalty: 3812.856934
	Iteration 7F: 3 clusters Score -7512260 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95639 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -7519817.000000 Penalty: 3812.856934
	Iteration 8F: 3 clusters Score -7519817 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104031 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -7527678.500000 Penalty: 3812.856934
	Iteration 9F: 3 clusters Score -7527678 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110783 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -7534261.000000 Penalty: 3812.856934
	Iteration 10F: 3 clusters Score -7534261 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115152 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -7538513.500000 Penalty: 3812.856934
	Iteration 11Q: 3 clusters Score -7538514 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117803 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -7540850.000000 Penalty: 3812.856934
	Iteration 12Q: 3 clusters Score -7540850 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119427 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -7542159.500000 Penalty: 3812.856934
	Iteration 13Q: 3 clusters Score -7542160 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120458 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -7542783.500000 Penalty: 3812.856934
	Iteration 14Q: 3 clusters Score -7542784 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121176 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -7543183.000000 Penalty: 3812.856934
	Iteration 15Q: 3 clusters Score -7543183 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121652 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -7543428.000000 Penalty: 3812.856934
	Iteration 16Q: 3 clusters Score -7543428 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122008 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -7543599.000000 Penalty: 3812.856934
	Iteration 17Q: 3 clusters Score -7543599 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122267 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -7543739.500000 Penalty: 3812.856934
	Iteration 18Q: 3 clusters Score -7543740 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122481 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -7543814.000000 Penalty: 3812.856934
	Iteration 19Q: 3 clusters Score -7543814 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122656 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -7543903.000000 Penalty: 3812.856934
	Iteration 20F: 3 clusters Score -7543903 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122794 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -7543951.000000 Penalty: 3812.856934
	Iteration 21Q: 3 clusters Score -7543951 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122887 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -7543995.000000 Penalty: 3812.856934
	Iteration 22Q: 3 clusters Score -7543995 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122959 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -7544014.500000 Penalty: 3812.856934
	Iteration 23Q: 3 clusters Score -7544014 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123025 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -7544050.500000 Penalty: 3812.856934
	Iteration 24Q: 3 clusters Score -7544050 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123076 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -7544048.500000 Penalty: 3812.856934
	Iteration 25Q: 3 clusters Score -7544048 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123113 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -7544064.500000 Penalty: 3812.856934
	Iteration 26Q: 3 clusters Score -7544064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123145 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -7544089.000000 Penalty: 3812.856934
	Iteration 27Q: 3 clusters Score -7544089 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123174 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -7544082.000000 Penalty: 3812.856934
	Iteration 28Q: 3 clusters Score -7544082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123197 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -7544092.500000 Penalty: 3812.856934
	Iteration 29Q: 3 clusters Score -7544092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123225 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7544100.000000 Penalty: 3812.856934
	Iteration 30Q: 3 clusters Score -7544100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123250 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7544109.500000 Penalty: 3812.856934
	Iteration 31Q: 3 clusters Score -7544110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123270 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -7544112.000000 Penalty: 3812.856934
	Iteration 32Q: 3 clusters Score -7544112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123288 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7544122.000000 Penalty: 3812.856934
	Iteration 33Q: 3 clusters Score -7544122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123301 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7544134.500000 Penalty: 3812.856934
	Iteration 34Q: 3 clusters Score -7544134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123319 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7544148.500000 Penalty: 3812.856934
	Iteration 35Q: 3 clusters Score -7544148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123328 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7544152.000000 Penalty: 3812.856934
	Iteration 36Q: 3 clusters Score -7544152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123336 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7544154.000000 Penalty: 3812.856934
	Iteration 37Q: 3 clusters Score -7544154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123343 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7544153.000000 Penalty: 3812.856934
	Iteration 38Q: 3 clusters Score -7544153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123350 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -7544162.000000 Penalty: 3812.856934
	Iteration 39Q: 3 clusters Score -7544162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123353 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -7544161.000000 Penalty: 3812.856934
	Iteration 40F: 3 clusters Score -7544161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123359 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -7544162.500000 Penalty: 3812.856934
	Iteration 41Q: 3 clusters Score -7544162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123362 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -7544173.500000 Penalty: 3812.856934
	Iteration 42Q: 3 clusters Score -7544174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123364 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -7544173.000000 Penalty: 3812.856934
	Iteration 43Q: 3 clusters Score -7544173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123365 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7544176.000000 Penalty: 3812.856934
	Iteration 44Q: 3 clusters Score -7544176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123366 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -7544177.500000 Penalty: 3812.856934
	Iteration 45Q: 3 clusters Score -7544178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123368 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -7544173.000000 Penalty: 3812.856934
	Iteration 46Q: 3 clusters Score -7544173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123368 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -7544177.500000 Penalty: 3812.856934
	Iteration 47Q: 3 clusters Score -7544178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123373 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7544186.000000 Penalty: 3812.856934
	Iteration 48Q: 3 clusters Score -7544186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123375 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -7544185.500000 Penalty: 3812.856934
	Iteration 49Q: 3 clusters Score -7544186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123374 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7544186.000000 Penalty: 3812.856934
	Iteration 50Q: 3 clusters Score -7544186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123374 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7544184.000000 Penalty: 3812.856934
	Iteration 51Q: 3 clusters Score -7544184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123374 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7544184.000000 Penalty: 3812.856934
	Iteration 52F: 3 clusters Score -7544184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Entering Unmasked Estep 
Score: -468474.593750 Penalty: 1454.567017
	Iteration 0F: 2 clusters Score -468474.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -462821.406250 Penalty: 2909.134033
	Iteration 0F: 3 clusters Score -462821.4 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -464579.875000 Penalty: 2909.134033
	Iteration 1F: 3 clusters Score -464579.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -464870.562500 Penalty: 2909.134033
	Iteration 2F: 3 clusters Score -464870.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -465227.718750 Penalty: 2909.134033
	Iteration 3F: 3 clusters Score -465227.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -465610.906250 Penalty: 2909.134033
	Iteration 4F: 3 clusters Score -465610.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -466050.187500 Penalty: 2909.134033
	Iteration 5F: 3 clusters Score -466050.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -466472.406250 Penalty: 2909.134033
	Iteration 6F: 3 clusters Score -466472.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -466868.937500 Penalty: 2909.134033
	Iteration 7F: 3 clusters Score -466868.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -467191.343750 Penalty: 2909.134033
	Iteration 8F: 3 clusters Score -467191.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -467408.281250 Penalty: 2909.134033
	Iteration 9Q: 3 clusters Score -467408.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -467562.593750 Penalty: 2909.134033
	Iteration 10Q: 3 clusters Score -467562.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -467655.156250 Penalty: 2909.134033
	Iteration 11Q: 3 clusters Score -467655.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -467723.375000 Penalty: 2909.134033
	Iteration 12Q: 3 clusters Score -467723.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -467771.968750 Penalty: 2909.134033
	Iteration 13Q: 3 clusters Score -467772 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -467811.656250 Penalty: 2909.134033
	Iteration 14Q: 3 clusters Score -467811.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -467837.218750 Penalty: 2909.134033
	Iteration 15Q: 3 clusters Score -467837.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -467860.781250 Penalty: 2909.134033
	Iteration 16Q: 3 clusters Score -467860.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -467885.625000 Penalty: 2909.134033
	Iteration 17Q: 3 clusters Score -467885.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -467902.000000 Penalty: 2909.134033
	Iteration 18Q: 3 clusters Score -467902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -467914.343750 Penalty: 2909.134033
	Iteration 19Q: 3 clusters Score -467914.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -467924.281250 Penalty: 2909.134033
	Iteration 20F: 3 clusters Score -467924.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -467933.406250 Penalty: 2909.134033
	Iteration 21Q: 3 clusters Score -467933.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -467944.312500 Penalty: 2909.134033
	Iteration 22Q: 3 clusters Score -467944.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -467956.093750 Penalty: 2909.134033
	Iteration 23Q: 3 clusters Score -467956.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -467967.656250 Penalty: 2909.134033
	Iteration 24Q: 3 clusters Score -467967.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -467970.562500 Penalty: 2909.134033
	Iteration 25Q: 3 clusters Score -467970.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -467974.687500 Penalty: 2909.134033
	Iteration 26Q: 3 clusters Score -467974.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -467982.906250 Penalty: 2909.134033
	Iteration 27Q: 3 clusters Score -467982.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -467995.656250 Penalty: 2909.134033
	Iteration 28Q: 3 clusters Score -467995.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -468007.937500 Penalty: 2909.134033
	Iteration 29Q: 3 clusters Score -468007.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -468019.406250 Penalty: 2909.134033
	Iteration 30Q: 3 clusters Score -468019.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -468031.468750 Penalty: 2909.134033
	Iteration 31Q: 3 clusters Score -468031.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -468044.687500 Penalty: 2909.134033
	Iteration 32Q: 3 clusters Score -468044.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -468055.718750 Penalty: 2909.134033
	Iteration 33Q: 3 clusters Score -468055.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -468063.156250 Penalty: 2909.134033
	Iteration 34Q: 3 clusters Score -468063.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -468067.531250 Penalty: 2909.134033
	Iteration 35Q: 3 clusters Score -468067.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -468071.031250 Penalty: 2909.134033
	Iteration 36Q: 3 clusters Score -468071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -468073.375000 Penalty: 2909.134033
	Iteration 37Q: 3 clusters Score -468073.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -468077.343750 Penalty: 2909.134033
	Iteration 38Q: 3 clusters Score -468077.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -468079.500000 Penalty: 2909.134033
	Iteration 39Q: 3 clusters Score -468079.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -468080.437500 Penalty: 2909.134033
	Iteration 40F: 3 clusters Score -468080.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -468081.593750 Penalty: 2909.134033
	Iteration 41Q: 3 clusters Score -468081.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -468081.593750 Penalty: 2909.134033
	Iteration 42Q: 3 clusters Score -468081.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -468082.000000 Penalty: 2909.134033
	Iteration 43Q: 3 clusters Score -468082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -468083.062500 Penalty: 2909.134033
	Iteration 44Q: 3 clusters Score -468083.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -468083.031250 Penalty: 2909.134033
	Iteration 45Q: 3 clusters Score -468083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -468083.031250 Penalty: 2909.134033
	Iteration 46F: 3 clusters Score -468083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Entering Unmasked Estep 
Score: -208057.062500 Penalty: 1313.540894
	Iteration 0F: 2 clusters Score -208057.1 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 1603 members 
Entering Unmasked Estep 
Score: -205153.000000 Penalty: 2627.081787
	Iteration 0F: 3 clusters Score -205153 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -205845.703125 Penalty: 2627.081787
	Iteration 1F: 3 clusters Score -205845.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -205977.078125 Penalty: 2627.081787
	Iteration 2F: 3 clusters Score -205977.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -206047.515625 Penalty: 2627.081787
	Iteration 3Q: 3 clusters Score -206047.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -206104.046875 Penalty: 2627.081787
	Iteration 4Q: 3 clusters Score -206104 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -206152.703125 Penalty: 2627.081787
	Iteration 5Q: 3 clusters Score -206152.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -206178.843750 Penalty: 2627.081787
	Iteration 6Q: 3 clusters Score -206178.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -206195.031250 Penalty: 2627.081787
	Iteration 7Q: 3 clusters Score -206195 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -206212.046875 Penalty: 2627.081787
	Iteration 8Q: 3 clusters Score -206212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -206232.046875 Penalty: 2627.081787
	Iteration 9Q: 3 clusters Score -206232 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -206253.546875 Penalty: 2627.081787
	Iteration 10Q: 3 clusters Score -206253.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -206271.187500 Penalty: 2627.081787
	Iteration 11Q: 3 clusters Score -206271.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -206287.843750 Penalty: 2627.081787
	Iteration 12Q: 3 clusters Score -206287.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -206304.421875 Penalty: 2627.081787
	Iteration 13Q: 3 clusters Score -206304.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -206322.593750 Penalty: 2627.081787
	Iteration 14Q: 3 clusters Score -206322.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -206349.656250 Penalty: 2627.081787
	Iteration 15Q: 3 clusters Score -206349.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -206375.015625 Penalty: 2627.081787
	Iteration 16Q: 3 clusters Score -206375 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -206397.953125 Penalty: 2627.081787
	Iteration 17Q: 3 clusters Score -206398 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -206418.656250 Penalty: 2627.081787
	Iteration 18Q: 3 clusters Score -206418.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -206442.468750 Penalty: 2627.081787
	Iteration 19Q: 3 clusters Score -206442.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -206469.468750 Penalty: 2627.081787
	Iteration 20F: 3 clusters Score -206469.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -206497.250000 Penalty: 2627.081787
	Iteration 21Q: 3 clusters Score -206497.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -206523.265625 Penalty: 2627.081787
	Iteration 22Q: 3 clusters Score -206523.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -206551.234375 Penalty: 2627.081787
	Iteration 23Q: 3 clusters Score -206551.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -206573.468750 Penalty: 2627.081787
	Iteration 24Q: 3 clusters Score -206573.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -206587.937500 Penalty: 2627.081787
	Iteration 25Q: 3 clusters Score -206587.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -206602.859375 Penalty: 2627.081787
	Iteration 26Q: 3 clusters Score -206602.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -206618.406250 Penalty: 2627.081787
	Iteration 27Q: 3 clusters Score -206618.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -206635.312500 Penalty: 2627.081787
	Iteration 28Q: 3 clusters Score -206635.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -206655.359375 Penalty: 2627.081787
	Iteration 29Q: 3 clusters Score -206655.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -206672.890625 Penalty: 2627.081787
	Iteration 30Q: 3 clusters Score -206672.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -206694.703125 Penalty: 2627.081787
	Iteration 31Q: 3 clusters Score -206694.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -206709.687500 Penalty: 2627.081787
	Iteration 32Q: 3 clusters Score -206709.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -206721.593750 Penalty: 2627.081787
	Iteration 33Q: 3 clusters Score -206721.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -206731.500000 Penalty: 2627.081787
	Iteration 34Q: 3 clusters Score -206731.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -206741.765625 Penalty: 2627.081787
	Iteration 35Q: 3 clusters Score -206741.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -206750.203125 Penalty: 2627.081787
	Iteration 36Q: 3 clusters Score -206750.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -206757.156250 Penalty: 2627.081787
	Iteration 37Q: 3 clusters Score -206757.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -206762.250000 Penalty: 2627.081787
	Iteration 38Q: 3 clusters Score -206762.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -206765.453125 Penalty: 2627.081787
	Iteration 39Q: 3 clusters Score -206765.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -206767.984375 Penalty: 2627.081787
	Iteration 40F: 3 clusters Score -206768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -206770.234375 Penalty: 2627.081787
	Iteration 41Q: 3 clusters Score -206770.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -206773.921875 Penalty: 2627.081787
	Iteration 42Q: 3 clusters Score -206773.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -206776.046875 Penalty: 2627.081787
	Iteration 43Q: 3 clusters Score -206776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -206777.562500 Penalty: 2627.081787
	Iteration 44Q: 3 clusters Score -206777.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -206779.390625 Penalty: 2627.081787
	Iteration 45Q: 3 clusters Score -206779.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -206781.406250 Penalty: 2627.081787
	Iteration 46Q: 3 clusters Score -206781.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -206782.812500 Penalty: 2627.081787
	Iteration 47Q: 3 clusters Score -206782.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -206784.796875 Penalty: 2627.081787
	Iteration 48Q: 3 clusters Score -206784.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -206787.578125 Penalty: 2627.081787
	Iteration 49Q: 3 clusters Score -206787.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -206789.656250 Penalty: 2627.081787
	Iteration 50Q: 3 clusters Score -206789.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -206792.000000 Penalty: 2627.081787
	Iteration 51Q: 3 clusters Score -206792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -206794.734375 Penalty: 2627.081787
	Iteration 52Q: 3 clusters Score -206794.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -206796.640625 Penalty: 2627.081787
	Iteration 53Q: 3 clusters Score -206796.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -206798.718750 Penalty: 2627.081787
	Iteration 54Q: 3 clusters Score -206798.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -206801.031250 Penalty: 2627.081787
	Iteration 55Q: 3 clusters Score -206801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -206803.015625 Penalty: 2627.081787
	Iteration 56Q: 3 clusters Score -206803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -206803.812500 Penalty: 2627.081787
	Iteration 57Q: 3 clusters Score -206803.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -206804.171875 Penalty: 2627.081787
	Iteration 58Q: 3 clusters Score -206804.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -206805.062500 Penalty: 2627.081787
	Iteration 59Q: 3 clusters Score -206805.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -206806.609375 Penalty: 2627.081787
	Iteration 60F: 3 clusters Score -206806.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -206808.109375 Penalty: 2627.081787
	Iteration 61Q: 3 clusters Score -206808.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -206810.562500 Penalty: 2627.081787
	Iteration 62Q: 3 clusters Score -206810.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -206815.234375 Penalty: 2627.081787
	Iteration 63Q: 3 clusters Score -206815.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -206820.828125 Penalty: 2627.081787
	Iteration 64Q: 3 clusters Score -206820.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -206827.546875 Penalty: 2627.081787
	Iteration 65Q: 3 clusters Score -206827.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -206833.000000 Penalty: 2627.081787
	Iteration 66Q: 3 clusters Score -206833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -206837.812500 Penalty: 2627.081787
	Iteration 67Q: 3 clusters Score -206837.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -206843.609375 Penalty: 2627.081787
	Iteration 68Q: 3 clusters Score -206843.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -206850.484375 Penalty: 2627.081787
	Iteration 69Q: 3 clusters Score -206850.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -206855.453125 Penalty: 2627.081787
	Iteration 70Q: 3 clusters Score -206855.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -206859.031250 Penalty: 2627.081787
	Iteration 71Q: 3 clusters Score -206859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -206861.328125 Penalty: 2627.081787
	Iteration 72Q: 3 clusters Score -206861.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -206861.656250 Penalty: 2627.081787
	Iteration 73Q: 3 clusters Score -206861.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -206861.656250 Penalty: 2627.081787
	Iteration 74F: 3 clusters Score -206861.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Entering Unmasked Estep 
Score: -453543.968750 Penalty: 1450.860962
	Iteration 0F: 2 clusters Score -453544 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 3699 members 
Entering Unmasked Estep 
Score: -447988.187500 Penalty: 2901.721924
	Iteration 0F: 3 clusters Score -447988.2 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -449749.656250 Penalty: 2901.721924
	Iteration 1F: 3 clusters Score -449749.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -450058.375000 Penalty: 2901.721924
	Iteration 2F: 3 clusters Score -450058.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -450327.875000 Penalty: 2901.721924
	Iteration 3F: 3 clusters Score -450327.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -450621.531250 Penalty: 2901.721924
	Iteration 4F: 3 clusters Score -450621.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -450981.468750 Penalty: 2901.721924
	Iteration 5F: 3 clusters Score -450981.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -451337.875000 Penalty: 2901.721924
	Iteration 6F: 3 clusters Score -451337.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -451612.125000 Penalty: 2901.721924
	Iteration 7Q: 3 clusters Score -451612.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -451805.718750 Penalty: 2901.721924
	Iteration 8Q: 3 clusters Score -451805.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -451944.750000 Penalty: 2901.721924
	Iteration 9Q: 3 clusters Score -451944.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -452034.562500 Penalty: 2901.721924
	Iteration 10Q: 3 clusters Score -452034.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -452088.625000 Penalty: 2901.721924
	Iteration 11Q: 3 clusters Score -452088.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -452124.468750 Penalty: 2901.721924
	Iteration 12Q: 3 clusters Score -452124.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -452143.625000 Penalty: 2901.721924
	Iteration 13Q: 3 clusters Score -452143.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -452157.875000 Penalty: 2901.721924
	Iteration 14Q: 3 clusters Score -452157.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -452166.750000 Penalty: 2901.721924
	Iteration 15Q: 3 clusters Score -452166.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -452176.218750 Penalty: 2901.721924
	Iteration 16Q: 3 clusters Score -452176.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -452181.687500 Penalty: 2901.721924
	Iteration 17Q: 3 clusters Score -452181.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -452185.156250 Penalty: 2901.721924
	Iteration 18Q: 3 clusters Score -452185.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -452187.937500 Penalty: 2901.721924
	Iteration 19Q: 3 clusters Score -452187.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -452191.218750 Penalty: 2901.721924
	Iteration 20F: 3 clusters Score -452191.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -452193.000000 Penalty: 2901.721924
	Iteration 21Q: 3 clusters Score -452193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -452194.812500 Penalty: 2901.721924
	Iteration 22Q: 3 clusters Score -452194.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -452197.093750 Penalty: 2901.721924
	Iteration 23Q: 3 clusters Score -452197.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -452197.656250 Penalty: 2901.721924
	Iteration 24Q: 3 clusters Score -452197.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -452200.531250 Penalty: 2901.721924
	Iteration 25Q: 3 clusters Score -452200.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -452201.781250 Penalty: 2901.721924
	Iteration 26Q: 3 clusters Score -452201.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -452201.750000 Penalty: 2901.721924
	Iteration 27Q: 3 clusters Score -452201.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -452201.812500 Penalty: 2901.721924
	Iteration 28Q: 3 clusters Score -452201.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -452201.750000 Penalty: 2901.721924
	Iteration 29Q: 3 clusters Score -452201.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -452201.750000 Penalty: 2901.721924
	Iteration 30F: 3 clusters Score -452201.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Entering Unmasked Estep 
Score: -627623.062500 Penalty: 1499.611206
	Iteration 0F: 2 clusters Score -627623.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -620311.750000 Penalty: 2999.222412
	Iteration 0F: 3 clusters Score -620311.8 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -622599.125000 Penalty: 2999.222412
	Iteration 1F: 3 clusters Score -622599.1 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -622827.000000 Penalty: 2999.222412
	Iteration 2F: 3 clusters Score -622827 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -623006.500000 Penalty: 2999.222412
	Iteration 3Q: 3 clusters Score -623006.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -623181.500000 Penalty: 2999.222412
	Iteration 4Q: 3 clusters Score -623181.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -623355.250000 Penalty: 2999.222412
	Iteration 5Q: 3 clusters Score -623355.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -623547.375000 Penalty: 2999.222412
	Iteration 6Q: 3 clusters Score -623547.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -623758.187500 Penalty: 2999.222412
	Iteration 7Q: 3 clusters Score -623758.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -623981.437500 Penalty: 2999.222412
	Iteration 8Q: 3 clusters Score -623981.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -624223.312500 Penalty: 2999.222412
	Iteration 9Q: 3 clusters Score -624223.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -624506.187500 Penalty: 2999.222412
	Iteration 10Q: 3 clusters Score -624506.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -624807.187500 Penalty: 2999.222412
	Iteration 11Q: 3 clusters Score -624807.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -625050.437500 Penalty: 2999.222412
	Iteration 12Q: 3 clusters Score -625050.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -625236.437500 Penalty: 2999.222412
	Iteration 13Q: 3 clusters Score -625236.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -625389.875000 Penalty: 2999.222412
	Iteration 14Q: 3 clusters Score -625389.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -625492.562500 Penalty: 2999.222412
	Iteration 15Q: 3 clusters Score -625492.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -625571.937500 Penalty: 2999.222412
	Iteration 16Q: 3 clusters Score -625571.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -625641.562500 Penalty: 2999.222412
	Iteration 17Q: 3 clusters Score -625641.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -625693.500000 Penalty: 2999.222412
	Iteration 18Q: 3 clusters Score -625693.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -625740.875000 Penalty: 2999.222412
	Iteration 19Q: 3 clusters Score -625740.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -625783.437500 Penalty: 2999.222412
	Iteration 20F: 3 clusters Score -625783.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -625807.187500 Penalty: 2999.222412
	Iteration 21Q: 3 clusters Score -625807.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -625828.375000 Penalty: 2999.222412
	Iteration 22Q: 3 clusters Score -625828.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -625851.250000 Penalty: 2999.222412
	Iteration 23Q: 3 clusters Score -625851.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -625870.562500 Penalty: 2999.222412
	Iteration 24Q: 3 clusters Score -625870.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -625886.312500 Penalty: 2999.222412
	Iteration 25Q: 3 clusters Score -625886.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -625906.562500 Penalty: 2999.222412
	Iteration 26Q: 3 clusters Score -625906.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -625929.375000 Penalty: 2999.222412
	Iteration 27Q: 3 clusters Score -625929.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -625946.062500 Penalty: 2999.222412
	Iteration 28Q: 3 clusters Score -625946.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -625956.687500 Penalty: 2999.222412
	Iteration 29Q: 3 clusters Score -625956.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -625963.437500 Penalty: 2999.222412
	Iteration 30Q: 3 clusters Score -625963.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -625969.875000 Penalty: 2999.222412
	Iteration 31Q: 3 clusters Score -625969.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -625978.687500 Penalty: 2999.222412
	Iteration 32Q: 3 clusters Score -625978.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -625986.812500 Penalty: 2999.222412
	Iteration 33Q: 3 clusters Score -625986.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -626001.125000 Penalty: 2999.222412
	Iteration 34Q: 3 clusters Score -626001.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -626018.187500 Penalty: 2999.222412
	Iteration 35Q: 3 clusters Score -626018.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -626035.187500 Penalty: 2999.222412
	Iteration 36Q: 3 clusters Score -626035.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -626045.437500 Penalty: 2999.222412
	Iteration 37Q: 3 clusters Score -626045.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -626056.875000 Penalty: 2999.222412
	Iteration 38Q: 3 clusters Score -626056.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -626071.875000 Penalty: 2999.222412
	Iteration 39Q: 3 clusters Score -626071.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -626096.812500 Penalty: 2999.222412
	Iteration 40F: 3 clusters Score -626096.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -626118.187500 Penalty: 2999.222412
	Iteration 41Q: 3 clusters Score -626118.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -626132.937500 Penalty: 2999.222412
	Iteration 42Q: 3 clusters Score -626132.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -626150.250000 Penalty: 2999.222412
	Iteration 43Q: 3 clusters Score -626150.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -626171.500000 Penalty: 2999.222412
	Iteration 44Q: 3 clusters Score -626171.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -626183.000000 Penalty: 2999.222412
	Iteration 45Q: 3 clusters Score -626183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -626193.750000 Penalty: 2999.222412
	Iteration 46Q: 3 clusters Score -626193.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -626206.687500 Penalty: 2999.222412
	Iteration 47Q: 3 clusters Score -626206.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -626213.812500 Penalty: 2999.222412
	Iteration 48Q: 3 clusters Score -626213.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -626222.125000 Penalty: 2999.222412
	Iteration 49Q: 3 clusters Score -626222.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -626230.875000 Penalty: 2999.222412
	Iteration 50Q: 3 clusters Score -626230.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -626241.562500 Penalty: 2999.222412
	Iteration 51Q: 3 clusters Score -626241.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -626251.875000 Penalty: 2999.222412
	Iteration 52Q: 3 clusters Score -626251.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -626260.500000 Penalty: 2999.222412
	Iteration 53Q: 3 clusters Score -626260.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -626272.500000 Penalty: 2999.222412
	Iteration 54Q: 3 clusters Score -626272.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -626281.875000 Penalty: 2999.222412
	Iteration 55Q: 3 clusters Score -626281.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -626292.750000 Penalty: 2999.222412
	Iteration 56Q: 3 clusters Score -626292.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -626301.750000 Penalty: 2999.222412
	Iteration 57Q: 3 clusters Score -626301.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -626309.875000 Penalty: 2999.222412
	Iteration 58Q: 3 clusters Score -626309.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -626313.500000 Penalty: 2999.222412
	Iteration 59Q: 3 clusters Score -626313.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -626314.937500 Penalty: 2999.222412
	Iteration 60F: 3 clusters Score -626314.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -626318.312500 Penalty: 2999.222412
	Iteration 61Q: 3 clusters Score -626318.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -626318.312500 Penalty: 2999.222412
	Iteration 62Q: 3 clusters Score -626318.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -626318.687500 Penalty: 2999.222412
	Iteration 63Q: 3 clusters Score -626318.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -626319.437500 Penalty: 2999.222412
	Iteration 64Q: 3 clusters Score -626319.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -626319.437500 Penalty: 2999.222412
	Iteration 65Q: 3 clusters Score -626319.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -626319.437500 Penalty: 2999.222412
	Iteration 66F: 3 clusters Score -626319.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Entering Unmasked Estep 
Score: -137669.218750 Penalty: 1267.260010
	Iteration 0F: 2 clusters Score -137669.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -135323.703125 Penalty: 2534.520020
	Iteration 0F: 3 clusters Score -135323.7 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -135924.531250 Penalty: 2534.520020
	Iteration 1F: 3 clusters Score -135924.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -136097.171875 Penalty: 2534.520020
	Iteration 2F: 3 clusters Score -136097.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -136217.703125 Penalty: 2534.520020
	Iteration 3F: 3 clusters Score -136217.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -136313.281250 Penalty: 2534.520020
	Iteration 4Q: 3 clusters Score -136313.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -136378.859375 Penalty: 2534.520020
	Iteration 5Q: 3 clusters Score -136378.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -136431.843750 Penalty: 2534.520020
	Iteration 6Q: 3 clusters Score -136431.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -136493.421875 Penalty: 2534.520020
	Iteration 7Q: 3 clusters Score -136493.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -136544.718750 Penalty: 2534.520020
	Iteration 8Q: 3 clusters Score -136544.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -136592.703125 Penalty: 2534.520020
	Iteration 9Q: 3 clusters Score -136592.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -136628.265625 Penalty: 2534.520020
	Iteration 10Q: 3 clusters Score -136628.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -136663.921875 Penalty: 2534.520020
	Iteration 11Q: 3 clusters Score -136663.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -136688.046875 Penalty: 2534.520020
	Iteration 12Q: 3 clusters Score -136688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -136710.890625 Penalty: 2534.520020
	Iteration 13Q: 3 clusters Score -136710.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -136726.468750 Penalty: 2534.520020
	Iteration 14Q: 3 clusters Score -136726.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -136731.187500 Penalty: 2534.520020
	Iteration 15Q: 3 clusters Score -136731.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -136735.343750 Penalty: 2534.520020
	Iteration 16Q: 3 clusters Score -136735.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -136739.640625 Penalty: 2534.520020
	Iteration 17Q: 3 clusters Score -136739.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -136744.625000 Penalty: 2534.520020
	Iteration 18Q: 3 clusters Score -136744.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -136750.218750 Penalty: 2534.520020
	Iteration 19Q: 3 clusters Score -136750.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -136753.468750 Penalty: 2534.520020
	Iteration 20F: 3 clusters Score -136753.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -136757.359375 Penalty: 2534.520020
	Iteration 21Q: 3 clusters Score -136757.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -136764.671875 Penalty: 2534.520020
	Iteration 22Q: 3 clusters Score -136764.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -136770.781250 Penalty: 2534.520020
	Iteration 23Q: 3 clusters Score -136770.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -136774.078125 Penalty: 2534.520020
	Iteration 24Q: 3 clusters Score -136774.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -136778.890625 Penalty: 2534.520020
	Iteration 25Q: 3 clusters Score -136778.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -136780.250000 Penalty: 2534.520020
	Iteration 26Q: 3 clusters Score -136780.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -136782.109375 Penalty: 2534.520020
	Iteration 27Q: 3 clusters Score -136782.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -136782.703125 Penalty: 2534.520020
	Iteration 28Q: 3 clusters Score -136782.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -136783.421875 Penalty: 2534.520020
	Iteration 29Q: 3 clusters Score -136783.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -136784.781250 Penalty: 2534.520020
	Iteration 30Q: 3 clusters Score -136784.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -136786.015625 Penalty: 2534.520020
	Iteration 31Q: 3 clusters Score -136786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -136786.921875 Penalty: 2534.520020
	Iteration 32Q: 3 clusters Score -136786.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -136788.796875 Penalty: 2534.520020
	Iteration 33Q: 3 clusters Score -136788.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -136790.343750 Penalty: 2534.520020
	Iteration 34Q: 3 clusters Score -136790.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -136793.062500 Penalty: 2534.520020
	Iteration 35Q: 3 clusters Score -136793.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -136794.531250 Penalty: 2534.520020
	Iteration 36Q: 3 clusters Score -136794.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -136796.015625 Penalty: 2534.520020
	Iteration 37Q: 3 clusters Score -136796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -136798.078125 Penalty: 2534.520020
	Iteration 38Q: 3 clusters Score -136798.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -136800.828125 Penalty: 2534.520020
	Iteration 39Q: 3 clusters Score -136800.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -136805.578125 Penalty: 2534.520020
	Iteration 40F: 3 clusters Score -136805.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -136810.515625 Penalty: 2534.520020
	Iteration 41Q: 3 clusters Score -136810.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -136813.906250 Penalty: 2534.520020
	Iteration 42Q: 3 clusters Score -136813.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -136817.000000 Penalty: 2534.520020
	Iteration 43Q: 3 clusters Score -136817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -136818.609375 Penalty: 2534.520020
	Iteration 44Q: 3 clusters Score -136818.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -136818.984375 Penalty: 2534.520020
	Iteration 45Q: 3 clusters Score -136819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -136819.937500 Penalty: 2534.520020
	Iteration 46Q: 3 clusters Score -136819.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -136821.500000 Penalty: 2534.520020
	Iteration 47Q: 3 clusters Score -136821.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -136821.656250 Penalty: 2534.520020
	Iteration 48Q: 3 clusters Score -136821.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -136821.656250 Penalty: 2534.520020
	Iteration 49F: 3 clusters Score -136821.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Entering Unmasked Estep 
Score: -284861.468750 Penalty: 1383.327271
	Iteration 0F: 2 clusters Score -284861.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -280973.937500 Penalty: 2766.654541
	Iteration 0F: 3 clusters Score -280973.9 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -282139.343750 Penalty: 2766.654541
	Iteration 1F: 3 clusters Score -282139.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -282398.125000 Penalty: 2766.654541
	Iteration 2F: 3 clusters Score -282398.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -282607.593750 Penalty: 2766.654541
	Iteration 3F: 3 clusters Score -282607.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -282791.937500 Penalty: 2766.654541
	Iteration 4F: 3 clusters Score -282791.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -282957.843750 Penalty: 2766.654541
	Iteration 5Q: 3 clusters Score -282957.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -283129.281250 Penalty: 2766.654541
	Iteration 6Q: 3 clusters Score -283129.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -283256.125000 Penalty: 2766.654541
	Iteration 7Q: 3 clusters Score -283256.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -283352.218750 Penalty: 2766.654541
	Iteration 8Q: 3 clusters Score -283352.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -283431.906250 Penalty: 2766.654541
	Iteration 9Q: 3 clusters Score -283431.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -283477.562500 Penalty: 2766.654541
	Iteration 10Q: 3 clusters Score -283477.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -283513.593750 Penalty: 2766.654541
	Iteration 11Q: 3 clusters Score -283513.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -283547.625000 Penalty: 2766.654541
	Iteration 12Q: 3 clusters Score -283547.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -283576.625000 Penalty: 2766.654541
	Iteration 13Q: 3 clusters Score -283576.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -283602.812500 Penalty: 2766.654541
	Iteration 14Q: 3 clusters Score -283602.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -283623.468750 Penalty: 2766.654541
	Iteration 15Q: 3 clusters Score -283623.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -283638.187500 Penalty: 2766.654541
	Iteration 16Q: 3 clusters Score -283638.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -283650.656250 Penalty: 2766.654541
	Iteration 17Q: 3 clusters Score -283650.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -283659.875000 Penalty: 2766.654541
	Iteration 18Q: 3 clusters Score -283659.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -283667.312500 Penalty: 2766.654541
	Iteration 19Q: 3 clusters Score -283667.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -283673.250000 Penalty: 2766.654541
	Iteration 20F: 3 clusters Score -283673.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -283678.625000 Penalty: 2766.654541
	Iteration 21Q: 3 clusters Score -283678.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -283683.843750 Penalty: 2766.654541
	Iteration 22Q: 3 clusters Score -283683.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -283687.375000 Penalty: 2766.654541
	Iteration 23Q: 3 clusters Score -283687.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -283691.281250 Penalty: 2766.654541
	Iteration 24Q: 3 clusters Score -283691.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -283693.125000 Penalty: 2766.654541
	Iteration 25Q: 3 clusters Score -283693.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -283694.187500 Penalty: 2766.654541
	Iteration 26Q: 3 clusters Score -283694.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -283696.812500 Penalty: 2766.654541
	Iteration 27Q: 3 clusters Score -283696.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -283698.625000 Penalty: 2766.654541
	Iteration 28Q: 3 clusters Score -283698.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -283699.656250 Penalty: 2766.654541
	Iteration 29Q: 3 clusters Score -283699.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -283700.968750 Penalty: 2766.654541
	Iteration 30Q: 3 clusters Score -283701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -283703.812500 Penalty: 2766.654541
	Iteration 31Q: 3 clusters Score -283703.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -283706.156250 Penalty: 2766.654541
	Iteration 32Q: 3 clusters Score -283706.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -283709.593750 Penalty: 2766.654541
	Iteration 33Q: 3 clusters Score -283709.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -283713.875000 Penalty: 2766.654541
	Iteration 34Q: 3 clusters Score -283713.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -283716.656250 Penalty: 2766.654541
	Iteration 35Q: 3 clusters Score -283716.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -283718.281250 Penalty: 2766.654541
	Iteration 36Q: 3 clusters Score -283718.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -283720.281250 Penalty: 2766.654541
	Iteration 37Q: 3 clusters Score -283720.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -283724.625000 Penalty: 2766.654541
	Iteration 38Q: 3 clusters Score -283724.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -283727.031250 Penalty: 2766.654541
	Iteration 39Q: 3 clusters Score -283727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -283731.500000 Penalty: 2766.654541
	Iteration 40F: 3 clusters Score -283731.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -283737.500000 Penalty: 2766.654541
	Iteration 41Q: 3 clusters Score -283737.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -283742.687500 Penalty: 2766.654541
	Iteration 42Q: 3 clusters Score -283742.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -283746.250000 Penalty: 2766.654541
	Iteration 43Q: 3 clusters Score -283746.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -283752.093750 Penalty: 2766.654541
	Iteration 44Q: 3 clusters Score -283752.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -283757.343750 Penalty: 2766.654541
	Iteration 45Q: 3 clusters Score -283757.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -283765.781250 Penalty: 2766.654541
	Iteration 46Q: 3 clusters Score -283765.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -283777.187500 Penalty: 2766.654541
	Iteration 47Q: 3 clusters Score -283777.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -283785.812500 Penalty: 2766.654541
	Iteration 48Q: 3 clusters Score -283785.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -283792.531250 Penalty: 2766.654541
	Iteration 49Q: 3 clusters Score -283792.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -283799.000000 Penalty: 2766.654541
	Iteration 50Q: 3 clusters Score -283799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -283806.437500 Penalty: 2766.654541
	Iteration 51Q: 3 clusters Score -283806.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -283814.875000 Penalty: 2766.654541
	Iteration 52Q: 3 clusters Score -283814.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -283820.968750 Penalty: 2766.654541
	Iteration 53Q: 3 clusters Score -283821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -283826.875000 Penalty: 2766.654541
	Iteration 54Q: 3 clusters Score -283826.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -283830.968750 Penalty: 2766.654541
	Iteration 55Q: 3 clusters Score -283831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -283833.875000 Penalty: 2766.654541
	Iteration 56Q: 3 clusters Score -283833.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -283835.625000 Penalty: 2766.654541
	Iteration 57Q: 3 clusters Score -283835.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -283836.093750 Penalty: 2766.654541
	Iteration 58Q: 3 clusters Score -283836.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -283837.000000 Penalty: 2766.654541
	Iteration 59Q: 3 clusters Score -283837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -283837.812500 Penalty: 2766.654541
	Iteration 60F: 3 clusters Score -283837.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19491 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5286 members 
Mstep: Class 8 contains 1711 members 
Mstep: Class 9 contains 28353 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 19212 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 11055 members 
Mstep: Class 14 contains 66074 members 
Mstep: Class 15 contains 2952 members 
Mstep: Class 16 contains 6921 members 
Mstep: Class 17 contains 8288 members 
Mstep: Class 18 contains 4252 members 
Mstep: Class 19 contains 124476 members 
Mstep: Class 20 contains 7717 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 7543 members 
Mstep: Class 23 contains 10182 members 
Mstep: Class 24 contains 2437 members 
Mstep: Class 25 contains 4978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333872.000000 Penalty: 51972.636719
Iteration 119Q: 26 clusters Score -2.133387e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19490 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5287 members 
Mstep: Class 8 contains 1710 members 
Mstep: Class 9 contains 28352 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 19210 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 11075 members 
Mstep: Class 14 contains 66081 members 
Mstep: Class 15 contains 2954 members 
Mstep: Class 16 contains 6921 members 
Mstep: Class 17 contains 8290 members 
Mstep: Class 18 contains 4246 members 
Mstep: Class 19 contains 124459 members 
Mstep: Class 20 contains 7717 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 7527 members 
Mstep: Class 23 contains 10192 members 
Mstep: Class 24 contains 2438 members 
Mstep: Class 25 contains 4979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333894.000000 Penalty: 51972.636719
Iteration 120F: 26 clusters Score -2.133389e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19491 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5288 members 
Mstep: Class 8 contains 1709 members 
Mstep: Class 9 contains 28350 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 19210 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 11089 members 
Mstep: Class 14 contains 66088 members 
Mstep: Class 15 contains 2955 members 
Mstep: Class 16 contains 6920 members 
Mstep: Class 17 contains 8294 members 
Mstep: Class 18 contains 4237 members 
Mstep: Class 19 contains 124452 members 
Mstep: Class 20 contains 7717 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 7511 members 
Mstep: Class 23 contains 10197 members 
Mstep: Class 24 contains 2440 members 
Mstep: Class 25 contains 4981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333896.000000 Penalty: 51972.636719
Iteration 121Q: 26 clusters Score -2.13339e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19491 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5288 members 
Mstep: Class 8 contains 1707 members 
Mstep: Class 9 contains 28350 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 19210 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11098 members 
Mstep: Class 14 contains 66095 members 
Mstep: Class 15 contains 2956 members 
Mstep: Class 16 contains 6921 members 
Mstep: Class 17 contains 8300 members 
Mstep: Class 18 contains 4227 members 
Mstep: Class 19 contains 124438 members 
Mstep: Class 20 contains 7716 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 7498 members 
Mstep: Class 23 contains 10204 members 
Mstep: Class 24 contains 2443 members 
Mstep: Class 25 contains 4982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333928.000000 Penalty: 51972.636719
Iteration 122Q: 26 clusters Score -2.133393e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19490 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5288 members 
Mstep: Class 8 contains 1708 members 
Mstep: Class 9 contains 28352 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 19211 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11107 members 
Mstep: Class 14 contains 66105 members 
Mstep: Class 15 contains 2958 members 
Mstep: Class 16 contains 6922 members 
Mstep: Class 17 contains 8305 members 
Mstep: Class 18 contains 4215 members 
Mstep: Class 19 contains 124424 members 
Mstep: Class 20 contains 7716 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 7479 members 
Mstep: Class 23 contains 10208 members 
Mstep: Class 24 contains 2452 members 
Mstep: Class 25 contains 4982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333926.000000 Penalty: 51972.636719
Iteration 123Q: 26 clusters Score -2.133393e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19490 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5287 members 
Mstep: Class 8 contains 1708 members 
Mstep: Class 9 contains 28353 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 19212 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11124 members 
Mstep: Class 14 contains 66104 members 
Mstep: Class 15 contains 2961 members 
Mstep: Class 16 contains 6924 members 
Mstep: Class 17 contains 8310 members 
Mstep: Class 18 contains 4206 members 
Mstep: Class 19 contains 124421 members 
Mstep: Class 20 contains 7715 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7456 members 
Mstep: Class 23 contains 10209 members 
Mstep: Class 24 contains 2461 members 
Mstep: Class 25 contains 4982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333888.000000 Penalty: 51972.636719
Iteration 124Q: 26 clusters Score -2.133389e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19490 members 
Mstep: Class 5 contains 1245 members 
Mstep: Class 6 contains 4956 members 
Mstep: Class 7 contains 5287 members 
Mstep: Class 8 contains 1708 members 
Mstep: Class 9 contains 28354 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 19215 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11131 members 
Mstep: Class 14 contains 66115 members 
Mstep: Class 15 contains 2962 members 
Mstep: Class 16 contains 6927 members 
Mstep: Class 17 contains 8317 members 
Mstep: Class 18 contains 4195 members 
Mstep: Class 19 contains 124407 members 
Mstep: Class 20 contains 7715 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7435 members 
Mstep: Class 23 contains 10210 members 
Mstep: Class 24 contains 2469 members 
Mstep: Class 25 contains 4982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333892.000000 Penalty: 51972.636719
Iteration 125Q: 26 clusters Score -2.133389e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19490 members 
Mstep: Class 5 contains 1245 members 
Mstep: Class 6 contains 4957 members 
Mstep: Class 7 contains 5287 members 
Mstep: Class 8 contains 1707 members 
Mstep: Class 9 contains 28358 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 19220 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11155 members 
Mstep: Class 14 contains 66128 members 
Mstep: Class 15 contains 2963 members 
Mstep: Class 16 contains 6928 members 
Mstep: Class 17 contains 8321 members 
Mstep: Class 18 contains 4181 members 
Mstep: Class 19 contains 124374 members 
Mstep: Class 20 contains 7714 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7419 members 
Mstep: Class 23 contains 10220 members 
Mstep: Class 24 contains 2470 members 
Mstep: Class 25 contains 4983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333856.000000 Penalty: 51972.636719
Iteration 126Q: 26 clusters Score -2.133386e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19490 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4956 members 
Mstep: Class 7 contains 5286 members 
Mstep: Class 8 contains 1707 members 
Mstep: Class 9 contains 28363 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 19226 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11170 members 
Mstep: Class 14 contains 66132 members 
Mstep: Class 15 contains 2962 members 
Mstep: Class 16 contains 6929 members 
Mstep: Class 17 contains 8327 members 
Mstep: Class 18 contains 4173 members 
Mstep: Class 19 contains 124353 members 
Mstep: Class 20 contains 7714 members 
Mstep: Class 21 contains 3237 members 
Mstep: Class 22 contains 7404 members 
Mstep: Class 23 contains 10227 members 
Mstep: Class 24 contains 2472 members 
Mstep: Class 25 contains 4984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333882.000000 Penalty: 51972.636719
Iteration 127Q: 26 clusters Score -2.133388e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19490 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4953 members 
Mstep: Class 7 contains 5286 members 
Mstep: Class 8 contains 1708 members 
Mstep: Class 9 contains 28364 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 19233 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11183 members 
Mstep: Class 14 contains 66135 members 
Mstep: Class 15 contains 2962 members 
Mstep: Class 16 contains 6931 members 
Mstep: Class 17 contains 8328 members 
Mstep: Class 18 contains 4167 members 
Mstep: Class 19 contains 124326 members 
Mstep: Class 20 contains 7715 members 
Mstep: Class 21 contains 3237 members 
Mstep: Class 22 contains 7400 members 
Mstep: Class 23 contains 10237 members 
Mstep: Class 24 contains 2474 members 
Mstep: Class 25 contains 4984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333844.000000 Penalty: 51972.636719
Iteration 128Q: 26 clusters Score -2.133384e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19490 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4949 members 
Mstep: Class 7 contains 5285 members 
Mstep: Class 8 contains 1707 members 
Mstep: Class 9 contains 28369 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 19242 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11196 members 
Mstep: Class 14 contains 66135 members 
Mstep: Class 15 contains 2962 members 
Mstep: Class 16 contains 6931 members 
Mstep: Class 17 contains 8331 members 
Mstep: Class 18 contains 4162 members 
Mstep: Class 19 contains 124304 members 
Mstep: Class 20 contains 7716 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7390 members 
Mstep: Class 23 contains 10248 members 
Mstep: Class 24 contains 2474 members 
Mstep: Class 25 contains 4983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333850.000000 Penalty: 51972.636719
Iteration 129Q: 26 clusters Score -2.133385e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19489 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4947 members 
Mstep: Class 7 contains 5286 members 
Mstep: Class 8 contains 1706 members 
Mstep: Class 9 contains 28373 members 
Mstep: Class 10 contains 5175 members 
Mstep: Class 11 contains 19255 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11209 members 
Mstep: Class 14 contains 66142 members 
Mstep: Class 15 contains 2965 members 
Mstep: Class 16 contains 6929 members 
Mstep: Class 17 contains 8332 members 
Mstep: Class 18 contains 4158 members 
Mstep: Class 19 contains 124280 members 
Mstep: Class 20 contains 7717 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7376 members 
Mstep: Class 23 contains 10254 members 
Mstep: Class 24 contains 2474 members 
Mstep: Class 25 contains 4983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333910.000000 Penalty: 51972.636719
Iteration 130Q: 26 clusters Score -2.133391e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19488 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4946 members 
Mstep: Class 7 contains 5287 members 
Mstep: Class 8 contains 1706 members 
Mstep: Class 9 contains 28376 members 
Mstep: Class 10 contains 5172 members 
Mstep: Class 11 contains 19266 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11208 members 
Mstep: Class 14 contains 66154 members 
Mstep: Class 15 contains 2965 members 
Mstep: Class 16 contains 6931 members 
Mstep: Class 17 contains 8333 members 
Mstep: Class 18 contains 4153 members 
Mstep: Class 19 contains 124258 members 
Mstep: Class 20 contains 7716 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7367 members 
Mstep: Class 23 contains 10272 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 4981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333926.000000 Penalty: 51972.636719
Iteration 131Q: 26 clusters Score -2.133393e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19489 members 
Mstep: Class 5 contains 1247 members 
Mstep: Class 6 contains 4947 members 
Mstep: Class 7 contains 5290 members 
Mstep: Class 8 contains 1705 members 
Mstep: Class 9 contains 28380 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 19275 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11211 members 
Mstep: Class 14 contains 66163 members 
Mstep: Class 15 contains 2964 members 
Mstep: Class 16 contains 6930 members 
Mstep: Class 17 contains 8336 members 
Mstep: Class 18 contains 4145 members 
Mstep: Class 19 contains 124236 members 
Mstep: Class 20 contains 7713 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7360 members 
Mstep: Class 23 contains 10283 members 
Mstep: Class 24 contains 2472 members 
Mstep: Class 25 contains 4979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333932.000000 Penalty: 51972.636719
Iteration 132Q: 26 clusters Score -2.133393e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19490 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4948 members 
Mstep: Class 7 contains 5287 members 
Mstep: Class 8 contains 1705 members 
Mstep: Class 9 contains 28380 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 19281 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11226 members 
Mstep: Class 14 contains 66170 members 
Mstep: Class 15 contains 2965 members 
Mstep: Class 16 contains 6930 members 
Mstep: Class 17 contains 8343 members 
Mstep: Class 18 contains 4137 members 
Mstep: Class 19 contains 124212 members 
Mstep: Class 20 contains 7709 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7351 members 
Mstep: Class 23 contains 10296 members 
Mstep: Class 24 contains 2469 members 
Mstep: Class 25 contains 4978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333964.000000 Penalty: 51972.636719
Iteration 133Q: 26 clusters Score -2.133396e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19489 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4946 members 
Mstep: Class 7 contains 5284 members 
Mstep: Class 8 contains 1705 members 
Mstep: Class 9 contains 28385 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 19292 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11235 members 
Mstep: Class 14 contains 66182 members 
Mstep: Class 15 contains 2965 members 
Mstep: Class 16 contains 6930 members 
Mstep: Class 17 contains 8348 members 
Mstep: Class 18 contains 4124 members 
Mstep: Class 19 contains 124187 members 
Mstep: Class 20 contains 7707 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7342 members 
Mstep: Class 23 contains 10305 members 
Mstep: Class 24 contains 2472 members 
Mstep: Class 25 contains 4977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334004.000000 Penalty: 51972.636719
Iteration 134Q: 26 clusters Score -2.1334e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19486 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4946 members 
Mstep: Class 7 contains 5285 members 
Mstep: Class 8 contains 1705 members 
Mstep: Class 9 contains 28387 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 19298 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11242 members 
Mstep: Class 14 contains 66194 members 
Mstep: Class 15 contains 2967 members 
Mstep: Class 16 contains 6930 members 
Mstep: Class 17 contains 8353 members 
Mstep: Class 18 contains 4113 members 
Mstep: Class 19 contains 124164 members 
Mstep: Class 20 contains 7706 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7334 members 
Mstep: Class 23 contains 10317 members 
Mstep: Class 24 contains 2474 members 
Mstep: Class 25 contains 4977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334006.000000 Penalty: 51972.636719
Iteration 135Q: 26 clusters Score -2.133401e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19485 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4945 members 
Mstep: Class 7 contains 5287 members 
Mstep: Class 8 contains 1705 members 
Mstep: Class 9 contains 28389 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 19303 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11243 members 
Mstep: Class 14 contains 66212 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 6931 members 
Mstep: Class 17 contains 8360 members 
Mstep: Class 18 contains 4097 members 
Mstep: Class 19 contains 124135 members 
Mstep: Class 20 contains 7706 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 10334 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 4975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334034.000000 Penalty: 51972.636719
Iteration 136Q: 26 clusters Score -2.133403e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19482 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4946 members 
Mstep: Class 7 contains 5285 members 
Mstep: Class 8 contains 1705 members 
Mstep: Class 9 contains 28387 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 19305 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11230 members 
Mstep: Class 14 contains 66220 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 6932 members 
Mstep: Class 17 contains 8366 members 
Mstep: Class 18 contains 4086 members 
Mstep: Class 19 contains 124120 members 
Mstep: Class 20 contains 7707 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 10362 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 4972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334012.000000 Penalty: 51972.636719
Iteration 137Q: 26 clusters Score -2.133401e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19482 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4949 members 
Mstep: Class 7 contains 5287 members 
Mstep: Class 8 contains 1706 members 
Mstep: Class 9 contains 28388 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 19304 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11225 members 
Mstep: Class 14 contains 66223 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 6931 members 
Mstep: Class 17 contains 8366 members 
Mstep: Class 18 contains 4081 members 
Mstep: Class 19 contains 124102 members 
Mstep: Class 20 contains 7708 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 7319 members 
Mstep: Class 23 contains 10380 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 4975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333960.000000 Penalty: 51972.636719
Iteration 138Q: 26 clusters Score -2.133396e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19483 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4947 members 
Mstep: Class 7 contains 5286 members 
Mstep: Class 8 contains 1706 members 
Mstep: Class 9 contains 28392 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 19308 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11214 members 
Mstep: Class 14 contains 66226 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 6931 members 
Mstep: Class 17 contains 8367 members 
Mstep: Class 18 contains 4077 members 
Mstep: Class 19 contains 124079 members 
Mstep: Class 20 contains 7707 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 7316 members 
Mstep: Class 23 contains 10409 members 
Mstep: Class 24 contains 2488 members 
Mstep: Class 25 contains 4981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333976.000000 Penalty: 51972.636719
Iteration 139Q: 26 clusters Score -2.133398e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19487 members 
Mstep: Class 5 contains 1247 members 
Mstep: Class 6 contains 4947 members 
Mstep: Class 7 contains 5287 members 
Mstep: Class 8 contains 1706 members 
Mstep: Class 9 contains 28392 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 19309 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11206 members 
Mstep: Class 14 contains 66230 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 6932 members 
Mstep: Class 17 contains 8375 members 
Mstep: Class 18 contains 4070 members 
Mstep: Class 19 contains 124053 members 
Mstep: Class 20 contains 7708 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 7314 members 
Mstep: Class 23 contains 10426 members 
Mstep: Class 24 contains 2491 members 
Mstep: Class 25 contains 4985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333992.000000 Penalty: 51972.636719
Iteration 140F: 26 clusters Score -2.133399e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 19486 members 
Mstep: Class 5 contains 1247 members 
Mstep: Class 6 contains 4948 members 
Mstep: Class 7 contains 5288 members 
Mstep: Class 8 contains 1706 members 
Mstep: Class 9 contains 28388 members 
Mstep: Class 10 contains 5175 members 
Mstep: Class 11 contains 19317 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11197 members 
Mstep: Class 14 contains 66235 members 
Mstep: Class 15 contains 2971 members 
Mstep: Class 16 contains 6933 members 
Mstep: Class 17 contains 8382 members 
Mstep: Class 18 contains 4064 members 
Mstep: Class 19 contains 124025 members 
Mstep: Class 20 contains 7709 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 7312 members 
Mstep: Class 23 contains 10449 members 
Mstep: Class 24 contains 2492 members 
Mstep: Class 25 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333986.000000 Penalty: 51972.636719
Iteration 141Q: 26 clusters Score -2.133399e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19484 members 
Mstep: Class 5 contains 1247 members 
Mstep: Class 6 contains 4949 members 
Mstep: Class 7 contains 5287 members 
Mstep: Class 8 contains 1705 members 
Mstep: Class 9 contains 28388 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 19321 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11190 members 
Mstep: Class 14 contains 66244 members 
Mstep: Class 15 contains 2971 members 
Mstep: Class 16 contains 6936 members 
Mstep: Class 17 contains 8389 members 
Mstep: Class 18 contains 4059 members 
Mstep: Class 19 contains 124000 members 
Mstep: Class 20 contains 7709 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 7307 members 
Mstep: Class 23 contains 10462 members 
Mstep: Class 24 contains 2495 members 
Mstep: Class 25 contains 4992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334004.000000 Penalty: 51972.636719
Iteration 142Q: 26 clusters Score -2.1334e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19486 members 
Mstep: Class 5 contains 1247 members 
Mstep: Class 6 contains 4946 members 
Mstep: Class 7 contains 5282 members 
Mstep: Class 8 contains 1705 members 
Mstep: Class 9 contains 28388 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 11 contains 19326 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11190 members 
Mstep: Class 14 contains 66249 members 
Mstep: Class 15 contains 2972 members 
Mstep: Class 16 contains 6938 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 4057 members 
Mstep: Class 19 contains 123968 members 
Mstep: Class 20 contains 7708 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 7305 members 
Mstep: Class 23 contains 10479 members 
Mstep: Class 24 contains 2497 members 
Mstep: Class 25 contains 4998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334004.000000 Penalty: 51972.636719
Iteration 143Q: 26 clusters Score -2.1334e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19487 members 
Mstep: Class 5 contains 1247 members 
Mstep: Class 6 contains 4944 members 
Mstep: Class 7 contains 5283 members 
Mstep: Class 8 contains 1704 members 
Mstep: Class 9 contains 28388 members 
Mstep: Class 10 contains 5172 members 
Mstep: Class 11 contains 19335 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11192 members 
Mstep: Class 14 contains 66245 members 
Mstep: Class 15 contains 2973 members 
Mstep: Class 16 contains 6937 members 
Mstep: Class 17 contains 8401 members 
Mstep: Class 18 contains 4056 members 
Mstep: Class 19 contains 123949 members 
Mstep: Class 20 contains 7708 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 10492 members 
Mstep: Class 24 contains 2499 members 
Mstep: Class 25 contains 5000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334010.000000 Penalty: 51972.636719
Iteration 144Q: 26 clusters Score -2.133401e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19488 members 
Mstep: Class 5 contains 1247 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 5283 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 28388 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 19343 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11196 members 
Mstep: Class 14 contains 66246 members 
Mstep: Class 15 contains 2974 members 
Mstep: Class 16 contains 6937 members 
Mstep: Class 17 contains 8402 members 
Mstep: Class 18 contains 4055 members 
Mstep: Class 19 contains 123927 members 
Mstep: Class 20 contains 7709 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7297 members 
Mstep: Class 23 contains 10506 members 
Mstep: Class 24 contains 2500 members 
Mstep: Class 25 contains 5001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334032.000000 Penalty: 51972.636719
Iteration 145Q: 26 clusters Score -2.133403e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19490 members 
Mstep: Class 5 contains 1249 members 
Mstep: Class 6 contains 4946 members 
Mstep: Class 7 contains 5281 members 
Mstep: Class 8 contains 1700 members 
Mstep: Class 9 contains 28390 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 19350 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11200 members 
Mstep: Class 14 contains 66252 members 
Mstep: Class 15 contains 2974 members 
Mstep: Class 16 contains 6939 members 
Mstep: Class 17 contains 8406 members 
Mstep: Class 18 contains 4053 members 
Mstep: Class 19 contains 123892 members 
Mstep: Class 20 contains 7709 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7290 members 
Mstep: Class 23 contains 10519 members 
Mstep: Class 24 contains 2504 members 
Mstep: Class 25 contains 5002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334052.000000 Penalty: 51972.636719
Iteration 146Q: 26 clusters Score -2.133405e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19490 members 
Mstep: Class 5 contains 1250 members 
Mstep: Class 6 contains 4947 members 
Mstep: Class 7 contains 5276 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28391 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 19357 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11207 members 
Mstep: Class 14 contains 66255 members 
Mstep: Class 15 contains 2975 members 
Mstep: Class 16 contains 6940 members 
Mstep: Class 17 contains 8410 members 
Mstep: Class 18 contains 4050 members 
Mstep: Class 19 contains 123854 members 
Mstep: Class 20 contains 7709 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7288 members 
Mstep: Class 23 contains 10538 members 
Mstep: Class 24 contains 2509 members 
Mstep: Class 25 contains 5002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334030.000000 Penalty: 51972.636719
Iteration 147Q: 26 clusters Score -2.133403e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19490 members 
Mstep: Class 5 contains 1250 members 
Mstep: Class 6 contains 4947 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28390 members 
Mstep: Class 10 contains 5168 members 
Mstep: Class 11 contains 19368 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11202 members 
Mstep: Class 14 contains 66260 members 
Mstep: Class 15 contains 2975 members 
Mstep: Class 16 contains 6943 members 
Mstep: Class 17 contains 8413 members 
Mstep: Class 18 contains 4047 members 
Mstep: Class 19 contains 123835 members 
Mstep: Class 20 contains 7709 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7277 members 
Mstep: Class 23 contains 10555 members 
Mstep: Class 24 contains 2515 members 
Mstep: Class 25 contains 4999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334058.000000 Penalty: 51972.636719
Iteration 148Q: 26 clusters Score -2.133406e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19490 members 
Mstep: Class 5 contains 1249 members 
Mstep: Class 6 contains 4947 members 
Mstep: Class 7 contains 5273 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28394 members 
Mstep: Class 10 contains 5168 members 
Mstep: Class 11 contains 19379 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11204 members 
Mstep: Class 14 contains 66254 members 
Mstep: Class 15 contains 2976 members 
Mstep: Class 16 contains 6947 members 
Mstep: Class 17 contains 8416 members 
Mstep: Class 18 contains 4045 members 
Mstep: Class 19 contains 123804 members 
Mstep: Class 20 contains 7709 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7271 members 
Mstep: Class 23 contains 10570 members 
Mstep: Class 24 contains 2525 members 
Mstep: Class 25 contains 4998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334068.000000 Penalty: 51972.636719
Iteration 149Q: 26 clusters Score -2.133407e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19489 members 
Mstep: Class 5 contains 1249 members 
Mstep: Class 6 contains 4946 members 
Mstep: Class 7 contains 5270 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28398 members 
Mstep: Class 10 contains 5168 members 
Mstep: Class 11 contains 19382 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11200 members 
Mstep: Class 14 contains 66257 members 
Mstep: Class 15 contains 2977 members 
Mstep: Class 16 contains 6950 members 
Mstep: Class 17 contains 8419 members 
Mstep: Class 18 contains 4040 members 
Mstep: Class 19 contains 123784 members 
Mstep: Class 20 contains 7709 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7264 members 
Mstep: Class 23 contains 10581 members 
Mstep: Class 24 contains 2532 members 
Mstep: Class 25 contains 5001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334078.000000 Penalty: 51972.636719
Iteration 150Q: 26 clusters Score -2.133408e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19489 members 
Mstep: Class 5 contains 1247 members 
Mstep: Class 6 contains 4946 members 
Mstep: Class 7 contains 5270 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28401 members 
Mstep: Class 10 contains 5168 members 
Mstep: Class 11 contains 19387 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11198 members 
Mstep: Class 14 contains 66254 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 6953 members 
Mstep: Class 17 contains 8422 members 
Mstep: Class 18 contains 4038 members 
Mstep: Class 19 contains 123756 members 
Mstep: Class 20 contains 7709 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7264 members 
Mstep: Class 23 contains 10589 members 
Mstep: Class 24 contains 2544 members 
Mstep: Class 25 contains 5003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334134.000000 Penalty: 51972.636719
Iteration 151Q: 26 clusters Score -2.133413e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19487 members 
Mstep: Class 5 contains 1248 members 
Mstep: Class 6 contains 4948 members 
Mstep: Class 7 contains 5269 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28404 members 
Mstep: Class 10 contains 5168 members 
Mstep: Class 11 contains 19392 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11199 members 
Mstep: Class 14 contains 66255 members 
Mstep: Class 15 contains 2979 members 
Mstep: Class 16 contains 6956 members 
Mstep: Class 17 contains 8425 members 
Mstep: Class 18 contains 4034 members 
Mstep: Class 19 contains 123737 members 
Mstep: Class 20 contains 7707 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7255 members 
Mstep: Class 23 contains 10604 members 
Mstep: Class 24 contains 2548 members 
Mstep: Class 25 contains 5002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334144.000000 Penalty: 51972.636719
Iteration 152Q: 26 clusters Score -2.133414e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19487 members 
Mstep: Class 5 contains 1248 members 
Mstep: Class 6 contains 4949 members 
Mstep: Class 7 contains 5270 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28405 members 
Mstep: Class 10 contains 5168 members 
Mstep: Class 11 contains 19398 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11200 members 
Mstep: Class 14 contains 66254 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 6958 members 
Mstep: Class 17 contains 8428 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123717 members 
Mstep: Class 20 contains 7705 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7246 members 
Mstep: Class 23 contains 10618 members 
Mstep: Class 24 contains 2552 members 
Mstep: Class 25 contains 5005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334120.000000 Penalty: 51972.636719
Iteration 153Q: 26 clusters Score -2.133412e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19486 members 
Mstep: Class 5 contains 1248 members 
Mstep: Class 6 contains 4949 members 
Mstep: Class 7 contains 5269 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28404 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19401 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 11205 members 
Mstep: Class 14 contains 66255 members 
Mstep: Class 15 contains 2983 members 
Mstep: Class 16 contains 6959 members 
Mstep: Class 17 contains 8429 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123698 members 
Mstep: Class 20 contains 7703 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 7241 members 
Mstep: Class 23 contains 10627 members 
Mstep: Class 24 contains 2554 members 
Mstep: Class 25 contains 5008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334092.000000 Penalty: 51972.636719
Iteration 154Q: 26 clusters Score -2.133409e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19486 members 
Mstep: Class 5 contains 1248 members 
Mstep: Class 6 contains 4949 members 
Mstep: Class 7 contains 5271 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28408 members 
Mstep: Class 10 contains 5168 members 
Mstep: Class 11 contains 19405 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11208 members 
Mstep: Class 14 contains 66254 members 
Mstep: Class 15 contains 2983 members 
Mstep: Class 16 contains 6960 members 
Mstep: Class 17 contains 8429 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123677 members 
Mstep: Class 20 contains 7705 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7239 members 
Mstep: Class 23 contains 10631 members 
Mstep: Class 24 contains 2556 members 
Mstep: Class 25 contains 5011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334064.000000 Penalty: 51972.636719
Iteration 155Q: 26 clusters Score -2.133406e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19485 members 
Mstep: Class 5 contains 1248 members 
Mstep: Class 6 contains 4949 members 
Mstep: Class 7 contains 5270 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28410 members 
Mstep: Class 10 contains 5168 members 
Mstep: Class 11 contains 19418 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11214 members 
Mstep: Class 14 contains 66253 members 
Mstep: Class 15 contains 2982 members 
Mstep: Class 16 contains 6958 members 
Mstep: Class 17 contains 8430 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123659 members 
Mstep: Class 20 contains 7707 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 7236 members 
Mstep: Class 23 contains 10631 members 
Mstep: Class 24 contains 2556 members 
Mstep: Class 25 contains 5017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334048.000000 Penalty: 51972.636719
Iteration 156Q: 26 clusters Score -2.133405e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19484 members 
Mstep: Class 5 contains 1248 members 
Mstep: Class 6 contains 4949 members 
Mstep: Class 7 contains 5272 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28411 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 19429 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11218 members 
Mstep: Class 14 contains 66252 members 
Mstep: Class 15 contains 2981 members 
Mstep: Class 16 contains 6958 members 
Mstep: Class 17 contains 8431 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123643 members 
Mstep: Class 20 contains 7707 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 7234 members 
Mstep: Class 23 contains 10631 members 
Mstep: Class 24 contains 2556 members 
Mstep: Class 25 contains 5023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334026.000000 Penalty: 51972.636719
Iteration 157Q: 26 clusters Score -2.133403e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19485 members 
Mstep: Class 5 contains 1248 members 
Mstep: Class 6 contains 4951 members 
Mstep: Class 7 contains 5270 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28409 members 
Mstep: Class 10 contains 5170 members 
Mstep: Class 11 contains 19441 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11220 members 
Mstep: Class 14 contains 66249 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 6958 members 
Mstep: Class 17 contains 8432 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123627 members 
Mstep: Class 20 contains 7705 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 7229 members 
Mstep: Class 23 contains 10640 members 
Mstep: Class 24 contains 2557 members 
Mstep: Class 25 contains 5024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334006.000000 Penalty: 51972.636719
Iteration 158Q: 26 clusters Score -2.133401e+07 nChanged 80
Entering ConstructFrom: 
Score: -21334006.000000 Penalty: 51972.636719
Entering ConstructFrom: 
Trying to split cluster 1 (9443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Entering Unmasked Estep 
Score: -562152.562500 Penalty: 1487.367310
	Iteration 0F: 2 clusters Score -562152.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -555221.937500 Penalty: 2974.734619
	Iteration 0F: 3 clusters Score -555221.9 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -557699.687500 Penalty: 2974.734619
	Iteration 1F: 3 clusters Score -557699.7 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -558143.687500 Penalty: 2974.734619
	Iteration 2F: 3 clusters Score -558143.7 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -558553.062500 Penalty: 2974.734619
	Iteration 3F: 3 clusters Score -558553.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -559007.625000 Penalty: 2974.734619
	Iteration 4F: 3 clusters Score -559007.6 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -559521.687500 Penalty: 2974.734619
	Iteration 5F: 3 clusters Score -559521.7 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -560047.750000 Penalty: 2974.734619
	Iteration 6F: 3 clusters Score -560047.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -560509.500000 Penalty: 2974.734619
	Iteration 7F: 3 clusters Score -560509.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -560901.562500 Penalty: 2974.734619
	Iteration 8Q: 3 clusters Score -560901.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -561192.437500 Penalty: 2974.734619
	Iteration 9Q: 3 clusters Score -561192.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -561390.687500 Penalty: 2974.734619
	Iteration 10Q: 3 clusters Score -561390.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -561548.687500 Penalty: 2974.734619
	Iteration 11Q: 3 clusters Score -561548.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -561679.000000 Penalty: 2974.734619
	Iteration 12Q: 3 clusters Score -561679 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -561754.500000 Penalty: 2974.734619
	Iteration 13Q: 3 clusters Score -561754.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -561823.562500 Penalty: 2974.734619
	Iteration 14Q: 3 clusters Score -561823.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -561862.062500 Penalty: 2974.734619
	Iteration 15Q: 3 clusters Score -561862.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -561879.687500 Penalty: 2974.734619
	Iteration 16Q: 3 clusters Score -561879.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -561889.000000 Penalty: 2974.734619
	Iteration 17Q: 3 clusters Score -561889 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -561901.625000 Penalty: 2974.734619
	Iteration 18Q: 3 clusters Score -561901.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -561906.687500 Penalty: 2974.734619
	Iteration 19Q: 3 clusters Score -561906.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -561909.625000 Penalty: 2974.734619
	Iteration 20F: 3 clusters Score -561909.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -561911.625000 Penalty: 2974.734619
	Iteration 21Q: 3 clusters Score -561911.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -561914.625000 Penalty: 2974.734619
	Iteration 22Q: 3 clusters Score -561914.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -561915.812500 Penalty: 2974.734619
	Iteration 23Q: 3 clusters Score -561915.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -561917.250000 Penalty: 2974.734619
	Iteration 24Q: 3 clusters Score -561917.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -561920.625000 Penalty: 2974.734619
	Iteration 25Q: 3 clusters Score -561920.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -561921.312500 Penalty: 2974.734619
	Iteration 26Q: 3 clusters Score -561921.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -561923.125000 Penalty: 2974.734619
	Iteration 27Q: 3 clusters Score -561923.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -561924.562500 Penalty: 2974.734619
	Iteration 28Q: 3 clusters Score -561924.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -561926.750000 Penalty: 2974.734619
	Iteration 29Q: 3 clusters Score -561926.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -561926.937500 Penalty: 2974.734619
	Iteration 30Q: 3 clusters Score -561926.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -561928.125000 Penalty: 2974.734619
	Iteration 31Q: 3 clusters Score -561928.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -561929.937500 Penalty: 2974.734619
	Iteration 32Q: 3 clusters Score -561929.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -561929.375000 Penalty: 2974.734619
	Iteration 33Q: 3 clusters Score -561929.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -561929.937500 Penalty: 2974.734619
	Iteration 34Q: 3 clusters Score -561929.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -561929.562500 Penalty: 2974.734619
	Iteration 35Q: 3 clusters Score -561929.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -561930.687500 Penalty: 2974.734619
	Iteration 36Q: 3 clusters Score -561930.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -561931.250000 Penalty: 2974.734619
	Iteration 37Q: 3 clusters Score -561931.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -561932.187500 Penalty: 2974.734619
	Iteration 38Q: 3 clusters Score -561932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -561931.625000 Penalty: 2974.734619
	Iteration 39Q: 3 clusters Score -561931.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -561932.375000 Penalty: 2974.734619
	Iteration 40F: 3 clusters Score -561932.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -36111.457031 Penalty: 1065.707153
	Iteration 0F: 2 clusters Score -36111.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -34848.886719 Penalty: 2131.414307
	Iteration 0F: 3 clusters Score -34848.89 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -35071.765625 Penalty: 2131.414307
	Iteration 1F: 3 clusters Score -35071.77 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -35208.683594 Penalty: 2131.414307
	Iteration 2F: 3 clusters Score -35208.68 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -35458.070312 Penalty: 2131.414307
	Iteration 3F: 3 clusters Score -35458.07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -35749.750000 Penalty: 2131.414307
	Iteration 4F: 3 clusters Score -35749.75 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -36058.171875 Penalty: 2131.414307
	Iteration 5F: 3 clusters Score -36058.17 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -36210.996094 Penalty: 2131.414307
	Iteration 6F: 3 clusters Score -36211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -36281.210938 Penalty: 2131.414307
	Iteration 7Q: 3 clusters Score -36281.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -36318.960938 Penalty: 2131.414307
	Iteration 8Q: 3 clusters Score -36318.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -36334.285156 Penalty: 2131.414307
	Iteration 9Q: 3 clusters Score -36334.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -36350.933594 Penalty: 2131.414307
	Iteration 10Q: 3 clusters Score -36350.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -36382.957031 Penalty: 2131.414307
	Iteration 11Q: 3 clusters Score -36382.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -36397.328125 Penalty: 2131.414307
	Iteration 12Q: 3 clusters Score -36397.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -36423.574219 Penalty: 2131.414307
	Iteration 13Q: 3 clusters Score -36423.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -36439.839844 Penalty: 2131.414307
	Iteration 14Q: 3 clusters Score -36439.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -36467.207031 Penalty: 2131.414307
	Iteration 15Q: 3 clusters Score -36467.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -36484.421875 Penalty: 2131.414307
	Iteration 16Q: 3 clusters Score -36484.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -36489.058594 Penalty: 2131.414307
	Iteration 17Q: 3 clusters Score -36489.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -36498.476562 Penalty: 2131.414307
	Iteration 18Q: 3 clusters Score -36498.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -36506.167969 Penalty: 2131.414307
	Iteration 19Q: 3 clusters Score -36506.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -36507.414062 Penalty: 2131.414307
	Iteration 20F: 3 clusters Score -36507.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 160 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19486 members 
Mstep: Class 5 contains 1248 members 
Mstep: Class 6 contains 4953 members 
Mstep: Class 7 contains 5270 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28407 members 
Mstep: Class 10 contains 5170 members 
Mstep: Class 11 contains 19459 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11223 members 
Mstep: Class 14 contains 66249 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 6959 members 
Mstep: Class 17 contains 8433 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123609 members 
Mstep: Class 20 contains 7704 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 7225 members 
Mstep: Class 23 contains 10642 members 
Mstep: Class 24 contains 2557 members 
Mstep: Class 25 contains 5023 members 
Mstep: Class 26 contains 545 members 
Entering Unmasked Estep 
Score: -21333420.000000 Penalty: 54051.542969
Splitting cluster 2 changes total score from -21334006.000000 to -21333420.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Entering Unmasked Estep 
Score: -166752.234375 Penalty: 1290.691650
	Iteration 0F: 2 clusters Score -166752.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -164129.531250 Penalty: 2581.383301
	Iteration 0F: 3 clusters Score -164129.5 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -164780.093750 Penalty: 2581.383301
	Iteration 1F: 3 clusters Score -164780.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -164983.968750 Penalty: 2581.383301
	Iteration 2F: 3 clusters Score -164984 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -165157.109375 Penalty: 2581.383301
	Iteration 3F: 3 clusters Score -165157.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -165317.921875 Penalty: 2581.383301
	Iteration 4F: 3 clusters Score -165317.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -165456.328125 Penalty: 2581.383301
	Iteration 5F: 3 clusters Score -165456.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -165573.375000 Penalty: 2581.383301
	Iteration 6Q: 3 clusters Score -165573.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -165649.734375 Penalty: 2581.383301
	Iteration 7Q: 3 clusters Score -165649.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -165709.718750 Penalty: 2581.383301
	Iteration 8Q: 3 clusters Score -165709.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -165769.953125 Penalty: 2581.383301
	Iteration 9Q: 3 clusters Score -165770 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -165814.265625 Penalty: 2581.383301
	Iteration 10Q: 3 clusters Score -165814.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -165853.406250 Penalty: 2581.383301
	Iteration 11Q: 3 clusters Score -165853.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -165888.484375 Penalty: 2581.383301
	Iteration 12Q: 3 clusters Score -165888.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -165913.843750 Penalty: 2581.383301
	Iteration 13Q: 3 clusters Score -165913.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -165940.031250 Penalty: 2581.383301
	Iteration 14Q: 3 clusters Score -165940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -165964.390625 Penalty: 2581.383301
	Iteration 15Q: 3 clusters Score -165964.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -165981.796875 Penalty: 2581.383301
	Iteration 16Q: 3 clusters Score -165981.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -165996.015625 Penalty: 2581.383301
	Iteration 17Q: 3 clusters Score -165996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -166001.796875 Penalty: 2581.383301
	Iteration 18Q: 3 clusters Score -166001.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -166006.859375 Penalty: 2581.383301
	Iteration 19Q: 3 clusters Score -166006.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -166014.656250 Penalty: 2581.383301
	Iteration 20F: 3 clusters Score -166014.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -166021.250000 Penalty: 2581.383301
	Iteration 21Q: 3 clusters Score -166021.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -166029.640625 Penalty: 2581.383301
	Iteration 22Q: 3 clusters Score -166029.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -166039.250000 Penalty: 2581.383301
	Iteration 23Q: 3 clusters Score -166039.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -166047.593750 Penalty: 2581.383301
	Iteration 24Q: 3 clusters Score -166047.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -166053.921875 Penalty: 2581.383301
	Iteration 25Q: 3 clusters Score -166053.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -166059.625000 Penalty: 2581.383301
	Iteration 26Q: 3 clusters Score -166059.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -166069.546875 Penalty: 2581.383301
	Iteration 27Q: 3 clusters Score -166069.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -166078.609375 Penalty: 2581.383301
	Iteration 28Q: 3 clusters Score -166078.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -166085.781250 Penalty: 2581.383301
	Iteration 29Q: 3 clusters Score -166085.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -166090.421875 Penalty: 2581.383301
	Iteration 30Q: 3 clusters Score -166090.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -166093.203125 Penalty: 2581.383301
	Iteration 31Q: 3 clusters Score -166093.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -166095.734375 Penalty: 2581.383301
	Iteration 32Q: 3 clusters Score -166095.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -166097.312500 Penalty: 2581.383301
	Iteration 33Q: 3 clusters Score -166097.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -166099.515625 Penalty: 2581.383301
	Iteration 34Q: 3 clusters Score -166099.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -166099.703125 Penalty: 2581.383301
	Iteration 35Q: 3 clusters Score -166099.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -166102.156250 Penalty: 2581.383301
	Iteration 36Q: 3 clusters Score -166102.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -166103.531250 Penalty: 2581.383301
	Iteration 37Q: 3 clusters Score -166103.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -166105.296875 Penalty: 2581.383301
	Iteration 38Q: 3 clusters Score -166105.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -166108.656250 Penalty: 2581.383301
	Iteration 39Q: 3 clusters Score -166108.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -166118.187500 Penalty: 2581.383301
	Iteration 40F: 3 clusters Score -166118.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -166126.265625 Penalty: 2581.383301
	Iteration 41Q: 3 clusters Score -166126.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -166134.484375 Penalty: 2581.383301
	Iteration 42Q: 3 clusters Score -166134.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -166143.062500 Penalty: 2581.383301
	Iteration 43Q: 3 clusters Score -166143.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -166145.984375 Penalty: 2581.383301
	Iteration 44Q: 3 clusters Score -166146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -166147.875000 Penalty: 2581.383301
	Iteration 45Q: 3 clusters Score -166147.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -166149.421875 Penalty: 2581.383301
	Iteration 46Q: 3 clusters Score -166149.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -166150.406250 Penalty: 2581.383301
	Iteration 47Q: 3 clusters Score -166150.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -166151.187500 Penalty: 2581.383301
	Iteration 48Q: 3 clusters Score -166151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -166152.406250 Penalty: 2581.383301
	Iteration 49Q: 3 clusters Score -166152.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -166153.328125 Penalty: 2581.383301
	Iteration 50Q: 3 clusters Score -166153.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -166153.859375 Penalty: 2581.383301
	Iteration 51Q: 3 clusters Score -166153.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -166154.406250 Penalty: 2581.383301
	Iteration 52Q: 3 clusters Score -166154.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -166155.031250 Penalty: 2581.383301
	Iteration 53Q: 3 clusters Score -166155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -166155.687500 Penalty: 2581.383301
	Iteration 54Q: 3 clusters Score -166155.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -166155.687500 Penalty: 2581.383301
	Iteration 55F: 3 clusters Score -166155.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Entering Unmasked Estep 
Score: -1199223.000000 Penalty: 1605.085938
	Iteration 0F: 2 clusters Score -1199223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1185933.125000 Penalty: 3210.171875
	Iteration 0F: 3 clusters Score -1185933 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1190821.875000 Penalty: 3210.171875
	Iteration 1F: 3 clusters Score -1190822 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1191410.500000 Penalty: 3210.171875
	Iteration 2F: 3 clusters Score -1191410 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1192216.625000 Penalty: 3210.171875
	Iteration 3F: 3 clusters Score -1192217 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1193226.500000 Penalty: 3210.171875
	Iteration 4F: 3 clusters Score -1193226 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1194418.625000 Penalty: 3210.171875
	Iteration 5F: 3 clusters Score -1194419 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1195594.625000 Penalty: 3210.171875
	Iteration 6F: 3 clusters Score -1195595 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1196536.250000 Penalty: 3210.171875
	Iteration 7F: 3 clusters Score -1196536 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1197131.500000 Penalty: 3210.171875
	Iteration 8Q: 3 clusters Score -1197132 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1197441.125000 Penalty: 3210.171875
	Iteration 9Q: 3 clusters Score -1197441 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1197601.125000 Penalty: 3210.171875
	Iteration 10Q: 3 clusters Score -1197601 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1197701.875000 Penalty: 3210.171875
	Iteration 11Q: 3 clusters Score -1197702 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1197761.000000 Penalty: 3210.171875
	Iteration 12Q: 3 clusters Score -1197761 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1197797.875000 Penalty: 3210.171875
	Iteration 13Q: 3 clusters Score -1197798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1197826.750000 Penalty: 3210.171875
	Iteration 14Q: 3 clusters Score -1197827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1197851.000000 Penalty: 3210.171875
	Iteration 15Q: 3 clusters Score -1197851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1197874.250000 Penalty: 3210.171875
	Iteration 16Q: 3 clusters Score -1197874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1197890.625000 Penalty: 3210.171875
	Iteration 17Q: 3 clusters Score -1197891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1197899.000000 Penalty: 3210.171875
	Iteration 18Q: 3 clusters Score -1197899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1197900.500000 Penalty: 3210.171875
	Iteration 19Q: 3 clusters Score -1197900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1197899.250000 Penalty: 3210.171875
	Iteration 20F: 3 clusters Score -1197899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Entering Unmasked Estep 
Score: -69884.179688 Penalty: 1158.510864
	Iteration 0F: 2 clusters Score -69884.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -68277.671875 Penalty: 2317.021729
	Iteration 0F: 3 clusters Score -68277.67 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -68566.171875 Penalty: 2317.021729
	Iteration 1F: 3 clusters Score -68566.17 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -68667.460938 Penalty: 2317.021729
	Iteration 2F: 3 clusters Score -68667.46 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -68727.804688 Penalty: 2317.021729
	Iteration 3Q: 3 clusters Score -68727.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -68766.523438 Penalty: 2317.021729
	Iteration 4Q: 3 clusters Score -68766.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -68789.570312 Penalty: 2317.021729
	Iteration 5Q: 3 clusters Score -68789.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -68807.031250 Penalty: 2317.021729
	Iteration 6Q: 3 clusters Score -68807.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -68823.375000 Penalty: 2317.021729
	Iteration 7Q: 3 clusters Score -68823.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -68839.585938 Penalty: 2317.021729
	Iteration 8Q: 3 clusters Score -68839.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -68850.960938 Penalty: 2317.021729
	Iteration 9Q: 3 clusters Score -68850.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -68861.164062 Penalty: 2317.021729
	Iteration 10Q: 3 clusters Score -68861.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -68870.257812 Penalty: 2317.021729
	Iteration 11Q: 3 clusters Score -68870.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -68877.101562 Penalty: 2317.021729
	Iteration 12Q: 3 clusters Score -68877.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -68886.843750 Penalty: 2317.021729
	Iteration 13Q: 3 clusters Score -68886.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -68893.593750 Penalty: 2317.021729
	Iteration 14Q: 3 clusters Score -68893.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -68902.195312 Penalty: 2317.021729
	Iteration 15Q: 3 clusters Score -68902.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -68907.718750 Penalty: 2317.021729
	Iteration 16Q: 3 clusters Score -68907.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -68912.125000 Penalty: 2317.021729
	Iteration 17Q: 3 clusters Score -68912.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -68919.085938 Penalty: 2317.021729
	Iteration 18Q: 3 clusters Score -68919.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -68933.085938 Penalty: 2317.021729
	Iteration 19Q: 3 clusters Score -68933.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -68943.007812 Penalty: 2317.021729
	Iteration 20F: 3 clusters Score -68943.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -68958.859375 Penalty: 2317.021729
	Iteration 21Q: 3 clusters Score -68958.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -68971.960938 Penalty: 2317.021729
	Iteration 22Q: 3 clusters Score -68971.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -68984.093750 Penalty: 2317.021729
	Iteration 23Q: 3 clusters Score -68984.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -68998.164062 Penalty: 2317.021729
	Iteration 24Q: 3 clusters Score -68998.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -69015.070312 Penalty: 2317.021729
	Iteration 25Q: 3 clusters Score -69015.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -69040.742188 Penalty: 2317.021729
	Iteration 26Q: 3 clusters Score -69040.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -69072.671875 Penalty: 2317.021729
	Iteration 27Q: 3 clusters Score -69072.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -69105.773438 Penalty: 2317.021729
	Iteration 28Q: 3 clusters Score -69105.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -69116.859375 Penalty: 2317.021729
	Iteration 29Q: 3 clusters Score -69116.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -69126.968750 Penalty: 2317.021729
	Iteration 30Q: 3 clusters Score -69126.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -69136.617188 Penalty: 2317.021729
	Iteration 31Q: 3 clusters Score -69136.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -69140.757812 Penalty: 2317.021729
	Iteration 32Q: 3 clusters Score -69140.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -69145.562500 Penalty: 2317.021729
	Iteration 33Q: 3 clusters Score -69145.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -69151.476562 Penalty: 2317.021729
	Iteration 34Q: 3 clusters Score -69151.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -69164.601562 Penalty: 2317.021729
	Iteration 35Q: 3 clusters Score -69164.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -69172.695312 Penalty: 2317.021729
	Iteration 36Q: 3 clusters Score -69172.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -69179.664062 Penalty: 2317.021729
	Iteration 37Q: 3 clusters Score -69179.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -69183.492188 Penalty: 2317.021729
	Iteration 38Q: 3 clusters Score -69183.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -69184.398438 Penalty: 2317.021729
	Iteration 39Q: 3 clusters Score -69184.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -69184.945312 Penalty: 2317.021729
	Iteration 40F: 3 clusters Score -69184.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -69185.218750 Penalty: 2317.021729
	Iteration 41Q: 3 clusters Score -69185.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -69186.421875 Penalty: 2317.021729
	Iteration 42Q: 3 clusters Score -69186.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -69190.000000 Penalty: 2317.021729
	Iteration 43Q: 3 clusters Score -69190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -69192.812500 Penalty: 2317.021729
	Iteration 44Q: 3 clusters Score -69192.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -69196.468750 Penalty: 2317.021729
	Iteration 45Q: 3 clusters Score -69196.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -69200.000000 Penalty: 2317.021729
	Iteration 46Q: 3 clusters Score -69200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -69205.437500 Penalty: 2317.021729
	Iteration 47Q: 3 clusters Score -69205.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -69207.796875 Penalty: 2317.021729
	Iteration 48Q: 3 clusters Score -69207.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -69209.171875 Penalty: 2317.021729
	Iteration 49Q: 3 clusters Score -69209.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -69209.851562 Penalty: 2317.021729
	Iteration 50Q: 3 clusters Score -69209.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -69212.093750 Penalty: 2317.021729
	Iteration 51Q: 3 clusters Score -69212.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -69216.085938 Penalty: 2317.021729
	Iteration 52Q: 3 clusters Score -69216.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -69222.507812 Penalty: 2317.021729
	Iteration 53Q: 3 clusters Score -69222.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -69226.531250 Penalty: 2317.021729
	Iteration 54Q: 3 clusters Score -69226.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -69229.632812 Penalty: 2317.021729
	Iteration 55Q: 3 clusters Score -69229.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -69232.242188 Penalty: 2317.021729
	Iteration 56Q: 3 clusters Score -69232.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -69235.750000 Penalty: 2317.021729
	Iteration 57Q: 3 clusters Score -69235.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -69243.914062 Penalty: 2317.021729
	Iteration 58Q: 3 clusters Score -69243.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -69248.718750 Penalty: 2317.021729
	Iteration 59Q: 3 clusters Score -69248.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -69250.937500 Penalty: 2317.021729
	Iteration 60F: 3 clusters Score -69250.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -69256.343750 Penalty: 2317.021729
	Iteration 61Q: 3 clusters Score -69256.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -69265.632812 Penalty: 2317.021729
	Iteration 62Q: 3 clusters Score -69265.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -69272.445312 Penalty: 2317.021729
	Iteration 63Q: 3 clusters Score -69272.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -69282.437500 Penalty: 2317.021729
	Iteration 64Q: 3 clusters Score -69282.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -69286.820312 Penalty: 2317.021729
	Iteration 65Q: 3 clusters Score -69286.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -69291.328125 Penalty: 2317.021729
	Iteration 66Q: 3 clusters Score -69291.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -69296.671875 Penalty: 2317.021729
	Iteration 67Q: 3 clusters Score -69296.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -69305.828125 Penalty: 2317.021729
	Iteration 68Q: 3 clusters Score -69305.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -69315.179688 Penalty: 2317.021729
	Iteration 69Q: 3 clusters Score -69315.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -69319.601562 Penalty: 2317.021729
	Iteration 70Q: 3 clusters Score -69319.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -69321.312500 Penalty: 2317.021729
	Iteration 71Q: 3 clusters Score -69321.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -69321.312500 Penalty: 2317.021729
	Iteration 72F: 3 clusters Score -69321.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Entering Unmasked Estep 
Score: -249797.843750 Penalty: 1382.509155
	Iteration 0F: 2 clusters Score -249797.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -245939.593750 Penalty: 2765.018311
	Iteration 0F: 3 clusters Score -245939.6 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -247195.000000 Penalty: 2765.018311
	Iteration 1F: 3 clusters Score -247195 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -247448.968750 Penalty: 2765.018311
	Iteration 2F: 3 clusters Score -247449 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -247639.406250 Penalty: 2765.018311
	Iteration 3F: 3 clusters Score -247639.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -247792.625000 Penalty: 2765.018311
	Iteration 4F: 3 clusters Score -247792.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -247902.984375 Penalty: 2765.018311
	Iteration 5Q: 3 clusters Score -247903 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -247986.156250 Penalty: 2765.018311
	Iteration 6Q: 3 clusters Score -247986.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -248055.656250 Penalty: 2765.018311
	Iteration 7Q: 3 clusters Score -248055.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -248110.796875 Penalty: 2765.018311
	Iteration 8Q: 3 clusters Score -248110.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -248159.843750 Penalty: 2765.018311
	Iteration 9Q: 3 clusters Score -248159.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -248209.015625 Penalty: 2765.018311
	Iteration 10Q: 3 clusters Score -248209 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -248256.734375 Penalty: 2765.018311
	Iteration 11Q: 3 clusters Score -248256.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -248286.843750 Penalty: 2765.018311
	Iteration 12Q: 3 clusters Score -248286.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -248308.906250 Penalty: 2765.018311
	Iteration 13Q: 3 clusters Score -248308.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -248325.328125 Penalty: 2765.018311
	Iteration 14Q: 3 clusters Score -248325.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -248344.921875 Penalty: 2765.018311
	Iteration 15Q: 3 clusters Score -248344.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -248364.375000 Penalty: 2765.018311
	Iteration 16Q: 3 clusters Score -248364.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -248380.750000 Penalty: 2765.018311
	Iteration 17Q: 3 clusters Score -248380.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -248393.125000 Penalty: 2765.018311
	Iteration 18Q: 3 clusters Score -248393.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -248403.000000 Penalty: 2765.018311
	Iteration 19Q: 3 clusters Score -248403 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -248414.421875 Penalty: 2765.018311
	Iteration 20F: 3 clusters Score -248414.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -248423.406250 Penalty: 2765.018311
	Iteration 21Q: 3 clusters Score -248423.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -248434.218750 Penalty: 2765.018311
	Iteration 22Q: 3 clusters Score -248434.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -248444.562500 Penalty: 2765.018311
	Iteration 23Q: 3 clusters Score -248444.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -248455.156250 Penalty: 2765.018311
	Iteration 24Q: 3 clusters Score -248455.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -248460.625000 Penalty: 2765.018311
	Iteration 25Q: 3 clusters Score -248460.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -248462.875000 Penalty: 2765.018311
	Iteration 26Q: 3 clusters Score -248462.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -248466.203125 Penalty: 2765.018311
	Iteration 27Q: 3 clusters Score -248466.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -248470.484375 Penalty: 2765.018311
	Iteration 28Q: 3 clusters Score -248470.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -248474.500000 Penalty: 2765.018311
	Iteration 29Q: 3 clusters Score -248474.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -248483.656250 Penalty: 2765.018311
	Iteration 30Q: 3 clusters Score -248483.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -248490.359375 Penalty: 2765.018311
	Iteration 31Q: 3 clusters Score -248490.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -248495.671875 Penalty: 2765.018311
	Iteration 32Q: 3 clusters Score -248495.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -248502.531250 Penalty: 2765.018311
	Iteration 33Q: 3 clusters Score -248502.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -248511.281250 Penalty: 2765.018311
	Iteration 34Q: 3 clusters Score -248511.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -248516.906250 Penalty: 2765.018311
	Iteration 35Q: 3 clusters Score -248516.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -248523.281250 Penalty: 2765.018311
	Iteration 36Q: 3 clusters Score -248523.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -248526.218750 Penalty: 2765.018311
	Iteration 37Q: 3 clusters Score -248526.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -248528.515625 Penalty: 2765.018311
	Iteration 38Q: 3 clusters Score -248528.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -248528.984375 Penalty: 2765.018311
	Iteration 39Q: 3 clusters Score -248529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -248530.750000 Penalty: 2765.018311
	Iteration 40F: 3 clusters Score -248530.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -248532.328125 Penalty: 2765.018311
	Iteration 41Q: 3 clusters Score -248532.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -248534.234375 Penalty: 2765.018311
	Iteration 42Q: 3 clusters Score -248534.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -248535.703125 Penalty: 2765.018311
	Iteration 43Q: 3 clusters Score -248535.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -248536.546875 Penalty: 2765.018311
	Iteration 44Q: 3 clusters Score -248536.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -248538.218750 Penalty: 2765.018311
	Iteration 45Q: 3 clusters Score -248538.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -248541.812500 Penalty: 2765.018311
	Iteration 46Q: 3 clusters Score -248541.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -248544.968750 Penalty: 2765.018311
	Iteration 47Q: 3 clusters Score -248545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -248548.937500 Penalty: 2765.018311
	Iteration 48Q: 3 clusters Score -248548.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -248552.906250 Penalty: 2765.018311
	Iteration 49Q: 3 clusters Score -248552.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -248557.062500 Penalty: 2765.018311
	Iteration 50Q: 3 clusters Score -248557.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -248560.968750 Penalty: 2765.018311
	Iteration 51Q: 3 clusters Score -248561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -248563.531250 Penalty: 2765.018311
	Iteration 52Q: 3 clusters Score -248563.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -248565.218750 Penalty: 2765.018311
	Iteration 53Q: 3 clusters Score -248565.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -248567.515625 Penalty: 2765.018311
	Iteration 54Q: 3 clusters Score -248567.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -248568.406250 Penalty: 2765.018311
	Iteration 55Q: 3 clusters Score -248568.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -248568.406250 Penalty: 2765.018311
	Iteration 56Q: 3 clusters Score -248568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -248568.812500 Penalty: 2765.018311
	Iteration 57Q: 3 clusters Score -248568.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -248568.593750 Penalty: 2765.018311
	Iteration 58Q: 3 clusters Score -248568.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -248568.531250 Penalty: 2765.018311
	Iteration 59Q: 3 clusters Score -248568.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -248568.531250 Penalty: 2765.018311
	Iteration 60F: 3 clusters Score -248568.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Entering Unmasked Estep 
Score: -325644.781250 Penalty: 1392.590210
	Iteration 0F: 2 clusters Score -325644.8 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 2596 members 
Entering Unmasked Estep 
Score: -321509.531250 Penalty: 2785.180420
	Iteration 0F: 3 clusters Score -321509.5 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -322683.343750 Penalty: 2785.180420
	Iteration 1F: 3 clusters Score -322683.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -322902.937500 Penalty: 2785.180420
	Iteration 2F: 3 clusters Score -322902.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -323089.375000 Penalty: 2785.180420
	Iteration 3F: 3 clusters Score -323089.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -323256.062500 Penalty: 2785.180420
	Iteration 4F: 3 clusters Score -323256.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -323410.250000 Penalty: 2785.180420
	Iteration 5Q: 3 clusters Score -323410.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -323534.281250 Penalty: 2785.180420
	Iteration 6Q: 3 clusters Score -323534.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -323639.906250 Penalty: 2785.180420
	Iteration 7Q: 3 clusters Score -323639.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -323737.468750 Penalty: 2785.180420
	Iteration 8Q: 3 clusters Score -323737.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -323810.531250 Penalty: 2785.180420
	Iteration 9Q: 3 clusters Score -323810.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -323877.375000 Penalty: 2785.180420
	Iteration 10Q: 3 clusters Score -323877.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -323943.625000 Penalty: 2785.180420
	Iteration 11Q: 3 clusters Score -323943.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -323996.687500 Penalty: 2785.180420
	Iteration 12Q: 3 clusters Score -323996.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -324052.343750 Penalty: 2785.180420
	Iteration 13Q: 3 clusters Score -324052.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -324102.250000 Penalty: 2785.180420
	Iteration 14Q: 3 clusters Score -324102.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -324143.093750 Penalty: 2785.180420
	Iteration 15Q: 3 clusters Score -324143.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -324172.187500 Penalty: 2785.180420
	Iteration 16Q: 3 clusters Score -324172.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -324184.500000 Penalty: 2785.180420
	Iteration 17Q: 3 clusters Score -324184.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -324194.875000 Penalty: 2785.180420
	Iteration 18Q: 3 clusters Score -324194.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -324214.250000 Penalty: 2785.180420
	Iteration 19Q: 3 clusters Score -324214.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -324235.562500 Penalty: 2785.180420
	Iteration 20F: 3 clusters Score -324235.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -324267.125000 Penalty: 2785.180420
	Iteration 21Q: 3 clusters Score -324267.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -324289.468750 Penalty: 2785.180420
	Iteration 22Q: 3 clusters Score -324289.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -324305.812500 Penalty: 2785.180420
	Iteration 23Q: 3 clusters Score -324305.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -324325.500000 Penalty: 2785.180420
	Iteration 24Q: 3 clusters Score -324325.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -324337.750000 Penalty: 2785.180420
	Iteration 25Q: 3 clusters Score -324337.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -324349.250000 Penalty: 2785.180420
	Iteration 26Q: 3 clusters Score -324349.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -324354.281250 Penalty: 2785.180420
	Iteration 27Q: 3 clusters Score -324354.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -324357.218750 Penalty: 2785.180420
	Iteration 28Q: 3 clusters Score -324357.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -324358.000000 Penalty: 2785.180420
	Iteration 29Q: 3 clusters Score -324358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -324358.812500 Penalty: 2785.180420
	Iteration 30Q: 3 clusters Score -324358.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -324358.250000 Penalty: 2785.180420
	Iteration 31Q: 3 clusters Score -324358.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -324359.062500 Penalty: 2785.180420
	Iteration 32Q: 3 clusters Score -324359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -324358.937500 Penalty: 2785.180420
	Iteration 33Q: 3 clusters Score -324358.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -324360.343750 Penalty: 2785.180420
	Iteration 34Q: 3 clusters Score -324360.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -324360.343750 Penalty: 2785.180420
	Iteration 35F: 3 clusters Score -324360.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Entering Unmasked Estep 
Score: -98475.390625 Penalty: 1208.546021
	Iteration 0F: 2 clusters Score -98475.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -96611.265625 Penalty: 2417.092041
	Iteration 0F: 3 clusters Score -96611.27 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -97001.640625 Penalty: 2417.092041
	Iteration 1F: 3 clusters Score -97001.64 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -97109.078125 Penalty: 2417.092041
	Iteration 2F: 3 clusters Score -97109.08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -97157.664062 Penalty: 2417.092041
	Iteration 3Q: 3 clusters Score -97157.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -97193.367188 Penalty: 2417.092041
	Iteration 4Q: 3 clusters Score -97193.37 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -97219.828125 Penalty: 2417.092041
	Iteration 5Q: 3 clusters Score -97219.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -97236.007812 Penalty: 2417.092041
	Iteration 6Q: 3 clusters Score -97236.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -97248.375000 Penalty: 2417.092041
	Iteration 7Q: 3 clusters Score -97248.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -97260.328125 Penalty: 2417.092041
	Iteration 8Q: 3 clusters Score -97260.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -97268.109375 Penalty: 2417.092041
	Iteration 9Q: 3 clusters Score -97268.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -97278.007812 Penalty: 2417.092041
	Iteration 10Q: 3 clusters Score -97278.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -97285.476562 Penalty: 2417.092041
	Iteration 11Q: 3 clusters Score -97285.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -97295.148438 Penalty: 2417.092041
	Iteration 12Q: 3 clusters Score -97295.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -97299.882812 Penalty: 2417.092041
	Iteration 13Q: 3 clusters Score -97299.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -97303.320312 Penalty: 2417.092041
	Iteration 14Q: 3 clusters Score -97303.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -97305.273438 Penalty: 2417.092041
	Iteration 15Q: 3 clusters Score -97305.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -97307.804688 Penalty: 2417.092041
	Iteration 16Q: 3 clusters Score -97307.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -97309.843750 Penalty: 2417.092041
	Iteration 17Q: 3 clusters Score -97309.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -97310.875000 Penalty: 2417.092041
	Iteration 18Q: 3 clusters Score -97310.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -97311.187500 Penalty: 2417.092041
	Iteration 19Q: 3 clusters Score -97311.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -97311.187500 Penalty: 2417.092041
	Iteration 20F: 3 clusters Score -97311.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Entering Unmasked Estep 
Score: -1855327.500000 Penalty: 1666.338501
	Iteration 0F: 2 clusters Score -1855328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1836163.000000 Penalty: 3332.677002
	Iteration 0F: 3 clusters Score -1836163 nChanged 13100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1843338.125000 Penalty: 3332.677002
	Iteration 1F: 3 clusters Score -1843338 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1843721.875000 Penalty: 3332.677002
	Iteration 2Q: 3 clusters Score -1843722 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1844100.875000 Penalty: 3332.677002
	Iteration 3Q: 3 clusters Score -1844101 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1844524.500000 Penalty: 3332.677002
	Iteration 4Q: 3 clusters Score -1844524 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1845070.000000 Penalty: 3332.677002
	Iteration 5Q: 3 clusters Score -1845070 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1845864.625000 Penalty: 3332.677002
	Iteration 6F: 3 clusters Score -1845865 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1847009.750000 Penalty: 3332.677002
	Iteration 7F: 3 clusters Score -1847010 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1848352.125000 Penalty: 3332.677002
	Iteration 8F: 3 clusters Score -1848352 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1849724.750000 Penalty: 3332.677002
	Iteration 9F: 3 clusters Score -1849725 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1851100.125000 Penalty: 3332.677002
	Iteration 10Q: 3 clusters Score -1851100 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1852065.750000 Penalty: 3332.677002
	Iteration 11Q: 3 clusters Score -1852066 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1852703.375000 Penalty: 3332.677002
	Iteration 12Q: 3 clusters Score -1852703 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1853055.875000 Penalty: 3332.677002
	Iteration 13Q: 3 clusters Score -1853056 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1853259.750000 Penalty: 3332.677002
	Iteration 14Q: 3 clusters Score -1853260 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1853385.125000 Penalty: 3332.677002
	Iteration 15Q: 3 clusters Score -1853385 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1853469.625000 Penalty: 3332.677002
	Iteration 16Q: 3 clusters Score -1853470 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1853538.125000 Penalty: 3332.677002
	Iteration 17Q: 3 clusters Score -1853538 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1853583.250000 Penalty: 3332.677002
	Iteration 18Q: 3 clusters Score -1853583 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1853622.125000 Penalty: 3332.677002
	Iteration 19Q: 3 clusters Score -1853622 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1853647.125000 Penalty: 3332.677002
	Iteration 20F: 3 clusters Score -1853647 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1853673.375000 Penalty: 3332.677002
	Iteration 21Q: 3 clusters Score -1853673 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1853691.000000 Penalty: 3332.677002
	Iteration 22Q: 3 clusters Score -1853691 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1853706.625000 Penalty: 3332.677002
	Iteration 23Q: 3 clusters Score -1853707 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1853714.250000 Penalty: 3332.677002
	Iteration 24Q: 3 clusters Score -1853714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1853726.125000 Penalty: 3332.677002
	Iteration 25Q: 3 clusters Score -1853726 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1853738.750000 Penalty: 3332.677002
	Iteration 26Q: 3 clusters Score -1853739 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1853754.250000 Penalty: 3332.677002
	Iteration 27Q: 3 clusters Score -1853754 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1853766.250000 Penalty: 3332.677002
	Iteration 28Q: 3 clusters Score -1853766 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1853789.875000 Penalty: 3332.677002
	Iteration 29Q: 3 clusters Score -1853790 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1853801.250000 Penalty: 3332.677002
	Iteration 30Q: 3 clusters Score -1853801 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1853810.500000 Penalty: 3332.677002
	Iteration 31Q: 3 clusters Score -1853810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1853822.000000 Penalty: 3332.677002
	Iteration 32Q: 3 clusters Score -1853822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1853830.625000 Penalty: 3332.677002
	Iteration 33Q: 3 clusters Score -1853831 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1853834.625000 Penalty: 3332.677002
	Iteration 34Q: 3 clusters Score -1853835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1853842.250000 Penalty: 3332.677002
	Iteration 35Q: 3 clusters Score -1853842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1853840.625000 Penalty: 3332.677002
	Iteration 36Q: 3 clusters Score -1853841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1853846.250000 Penalty: 3332.677002
	Iteration 37Q: 3 clusters Score -1853846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1853849.750000 Penalty: 3332.677002
	Iteration 38Q: 3 clusters Score -1853850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1853851.500000 Penalty: 3332.677002
	Iteration 39Q: 3 clusters Score -1853852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1853852.250000 Penalty: 3332.677002
	Iteration 40F: 3 clusters Score -1853852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1853854.875000 Penalty: 3332.677002
	Iteration 41Q: 3 clusters Score -1853855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1853855.625000 Penalty: 3332.677002
	Iteration 42Q: 3 clusters Score -1853856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1853855.250000 Penalty: 3332.677002
	Iteration 43Q: 3 clusters Score -1853855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1853856.375000 Penalty: 3332.677002
	Iteration 44Q: 3 clusters Score -1853856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1853862.750000 Penalty: 3332.677002
	Iteration 45Q: 3 clusters Score -1853863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1853863.500000 Penalty: 3332.677002
	Iteration 46Q: 3 clusters Score -1853864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1853866.875000 Penalty: 3332.677002
	Iteration 47Q: 3 clusters Score -1853867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1853873.125000 Penalty: 3332.677002
	Iteration 48Q: 3 clusters Score -1853873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1853878.000000 Penalty: 3332.677002
	Iteration 49Q: 3 clusters Score -1853878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1853879.000000 Penalty: 3332.677002
	Iteration 50Q: 3 clusters Score -1853879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1853881.000000 Penalty: 3332.677002
	Iteration 51Q: 3 clusters Score -1853881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1853888.375000 Penalty: 3332.677002
	Iteration 52Q: 3 clusters Score -1853888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1853894.625000 Penalty: 3332.677002
	Iteration 53Q: 3 clusters Score -1853895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1853890.375000 Penalty: 3332.677002
	Iteration 54Q: 3 clusters Score -1853890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1853892.000000 Penalty: 3332.677002
	Iteration 55Q: 3 clusters Score -1853892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1853895.500000 Penalty: 3332.677002
	Iteration 56Q: 3 clusters Score -1853896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1853899.625000 Penalty: 3332.677002
	Iteration 57Q: 3 clusters Score -1853900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1853900.375000 Penalty: 3332.677002
	Iteration 58Q: 3 clusters Score -1853900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1853898.375000 Penalty: 3332.677002
	Iteration 59Q: 3 clusters Score -1853898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1853899.750000 Penalty: 3332.677002
	Iteration 60F: 3 clusters Score -1853900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1853901.125000 Penalty: 3332.677002
	Iteration 61Q: 3 clusters Score -1853901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1853898.500000 Penalty: 3332.677002
	Iteration 62Q: 3 clusters Score -1853898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1853899.875000 Penalty: 3332.677002
	Iteration 63Q: 3 clusters Score -1853900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1853897.250000 Penalty: 3332.677002
	Iteration 64Q: 3 clusters Score -1853897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1853899.625000 Penalty: 3332.677002
	Iteration 65Q: 3 clusters Score -1853900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1853898.500000 Penalty: 3332.677002
	Iteration 66Q: 3 clusters Score -1853898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1853900.375000 Penalty: 3332.677002
	Iteration 67Q: 3 clusters Score -1853900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1853903.875000 Penalty: 3332.677002
	Iteration 68Q: 3 clusters Score -1853904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1853907.375000 Penalty: 3332.677002
	Iteration 69Q: 3 clusters Score -1853907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1853909.375000 Penalty: 3332.677002
	Iteration 70Q: 3 clusters Score -1853909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1853911.625000 Penalty: 3332.677002
	Iteration 71Q: 3 clusters Score -1853912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1853915.625000 Penalty: 3332.677002
	Iteration 72Q: 3 clusters Score -1853916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1853919.625000 Penalty: 3332.677002
	Iteration 73Q: 3 clusters Score -1853920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1853922.000000 Penalty: 3332.677002
	Iteration 74Q: 3 clusters Score -1853922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1853923.500000 Penalty: 3332.677002
	Iteration 75Q: 3 clusters Score -1853924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1853925.875000 Penalty: 3332.677002
	Iteration 76Q: 3 clusters Score -1853926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1853924.125000 Penalty: 3332.677002
	Iteration 77Q: 3 clusters Score -1853924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1853927.500000 Penalty: 3332.677002
	Iteration 78Q: 3 clusters Score -1853928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1853930.125000 Penalty: 3332.677002
	Iteration 79Q: 3 clusters Score -1853930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1853931.625000 Penalty: 3332.677002
	Iteration 80F: 3 clusters Score -1853932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1853932.250000 Penalty: 3332.677002
	Iteration 81Q: 3 clusters Score -1853932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1853934.000000 Penalty: 3332.677002
	Iteration 82Q: 3 clusters Score -1853934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1853931.125000 Penalty: 3332.677002
	Iteration 83Q: 3 clusters Score -1853931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1853934.750000 Penalty: 3332.677002
	Iteration 84Q: 3 clusters Score -1853935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1853935.625000 Penalty: 3332.677002
	Iteration 85Q: 3 clusters Score -1853936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1853935.500000 Penalty: 3332.677002
	Iteration 86Q: 3 clusters Score -1853936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1853935.500000 Penalty: 3332.677002
	Iteration 87F: 3 clusters Score -1853936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Entering Unmasked Estep 
Score: -312788.343750 Penalty: 1389.477051
	Iteration 0F: 2 clusters Score -312788.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -308674.375000 Penalty: 2778.954102
	Iteration 0F: 3 clusters Score -308674.4 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -309776.031250 Penalty: 2778.954102
	Iteration 1F: 3 clusters Score -309776 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -309936.031250 Penalty: 2778.954102
	Iteration 2F: 3 clusters Score -309936 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -310039.968750 Penalty: 2778.954102
	Iteration 3Q: 3 clusters Score -310040 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -310130.312500 Penalty: 2778.954102
	Iteration 4Q: 3 clusters Score -310130.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -310221.812500 Penalty: 2778.954102
	Iteration 5Q: 3 clusters Score -310221.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -310315.031250 Penalty: 2778.954102
	Iteration 6Q: 3 clusters Score -310315 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -310410.312500 Penalty: 2778.954102
	Iteration 7Q: 3 clusters Score -310410.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -310508.937500 Penalty: 2778.954102
	Iteration 8Q: 3 clusters Score -310508.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -310637.531250 Penalty: 2778.954102
	Iteration 9Q: 3 clusters Score -310637.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -310751.000000 Penalty: 2778.954102
	Iteration 10Q: 3 clusters Score -310751 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -310847.656250 Penalty: 2778.954102
	Iteration 11Q: 3 clusters Score -310847.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -310948.781250 Penalty: 2778.954102
	Iteration 12Q: 3 clusters Score -310948.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -311038.593750 Penalty: 2778.954102
	Iteration 13Q: 3 clusters Score -311038.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -311114.437500 Penalty: 2778.954102
	Iteration 14Q: 3 clusters Score -311114.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -311168.937500 Penalty: 2778.954102
	Iteration 15Q: 3 clusters Score -311168.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -311209.562500 Penalty: 2778.954102
	Iteration 16Q: 3 clusters Score -311209.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -311238.031250 Penalty: 2778.954102
	Iteration 17Q: 3 clusters Score -311238 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -311263.093750 Penalty: 2778.954102
	Iteration 18Q: 3 clusters Score -311263.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -311282.187500 Penalty: 2778.954102
	Iteration 19Q: 3 clusters Score -311282.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -311296.687500 Penalty: 2778.954102
	Iteration 20F: 3 clusters Score -311296.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -311305.656250 Penalty: 2778.954102
	Iteration 21Q: 3 clusters Score -311305.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -311311.281250 Penalty: 2778.954102
	Iteration 22Q: 3 clusters Score -311311.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -311317.656250 Penalty: 2778.954102
	Iteration 23Q: 3 clusters Score -311317.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -311324.468750 Penalty: 2778.954102
	Iteration 24Q: 3 clusters Score -311324.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -311327.843750 Penalty: 2778.954102
	Iteration 25Q: 3 clusters Score -311327.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -311331.531250 Penalty: 2778.954102
	Iteration 26Q: 3 clusters Score -311331.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -311332.906250 Penalty: 2778.954102
	Iteration 27Q: 3 clusters Score -311332.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -311334.281250 Penalty: 2778.954102
	Iteration 28Q: 3 clusters Score -311334.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -311335.062500 Penalty: 2778.954102
	Iteration 29Q: 3 clusters Score -311335.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -311336.531250 Penalty: 2778.954102
	Iteration 30Q: 3 clusters Score -311336.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -311337.687500 Penalty: 2778.954102
	Iteration 31Q: 3 clusters Score -311337.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -311338.781250 Penalty: 2778.954102
	Iteration 32Q: 3 clusters Score -311338.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -311341.000000 Penalty: 2778.954102
	Iteration 33Q: 3 clusters Score -311341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -311341.906250 Penalty: 2778.954102
	Iteration 34Q: 3 clusters Score -311341.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -311342.812500 Penalty: 2778.954102
	Iteration 35Q: 3 clusters Score -311342.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -311344.875000 Penalty: 2778.954102
	Iteration 36Q: 3 clusters Score -311344.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -311345.906250 Penalty: 2778.954102
	Iteration 37Q: 3 clusters Score -311345.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -311346.625000 Penalty: 2778.954102
	Iteration 38Q: 3 clusters Score -311346.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -311346.562500 Penalty: 2778.954102
	Iteration 39Q: 3 clusters Score -311346.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -311347.531250 Penalty: 2778.954102
	Iteration 40F: 3 clusters Score -311347.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -311347.718750 Penalty: 2778.954102
	Iteration 41Q: 3 clusters Score -311347.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -311348.187500 Penalty: 2778.954102
	Iteration 42Q: 3 clusters Score -311348.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -311347.218750 Penalty: 2778.954102
	Iteration 43Q: 3 clusters Score -311347.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -311349.343750 Penalty: 2778.954102
	Iteration 44Q: 3 clusters Score -311349.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -311349.687500 Penalty: 2778.954102
	Iteration 45Q: 3 clusters Score -311349.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -311349.687500 Penalty: 2778.954102
	Iteration 46F: 3 clusters Score -311349.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Entering Unmasked Estep 
Score: -1218071.375000 Penalty: 1604.860596
	Iteration 0F: 2 clusters Score -1218071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1204763.500000 Penalty: 3209.721191
	Iteration 0F: 3 clusters Score -1204764 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1209390.625000 Penalty: 3209.721191
	Iteration 1F: 3 clusters Score -1209391 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1209631.750000 Penalty: 3209.721191
	Iteration 2Q: 3 clusters Score -1209632 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1209840.875000 Penalty: 3209.721191
	Iteration 3Q: 3 clusters Score -1209841 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1209997.625000 Penalty: 3209.721191
	Iteration 4Q: 3 clusters Score -1209998 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1210147.125000 Penalty: 3209.721191
	Iteration 5Q: 3 clusters Score -1210147 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1210286.625000 Penalty: 3209.721191
	Iteration 6Q: 3 clusters Score -1210287 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1210443.125000 Penalty: 3209.721191
	Iteration 7Q: 3 clusters Score -1210443 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1210645.500000 Penalty: 3209.721191
	Iteration 8Q: 3 clusters Score -1210646 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1210883.000000 Penalty: 3209.721191
	Iteration 9Q: 3 clusters Score -1210883 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1211230.375000 Penalty: 3209.721191
	Iteration 10Q: 3 clusters Score -1211230 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1211668.000000 Penalty: 3209.721191
	Iteration 11Q: 3 clusters Score -1211668 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1212184.250000 Penalty: 3209.721191
	Iteration 12Q: 3 clusters Score -1212184 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1212715.875000 Penalty: 3209.721191
	Iteration 13Q: 3 clusters Score -1212716 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1213271.750000 Penalty: 3209.721191
	Iteration 14Q: 3 clusters Score -1213272 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1213747.000000 Penalty: 3209.721191
	Iteration 15Q: 3 clusters Score -1213747 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1214124.500000 Penalty: 3209.721191
	Iteration 16Q: 3 clusters Score -1214124 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1214409.250000 Penalty: 3209.721191
	Iteration 17Q: 3 clusters Score -1214409 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -1214637.250000 Penalty: 3209.721191
	Iteration 18Q: 3 clusters Score -1214637 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -1214832.625000 Penalty: 3209.721191
	Iteration 19Q: 3 clusters Score -1214833 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -1215035.875000 Penalty: 3209.721191
	Iteration 20F: 3 clusters Score -1215036 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -1215238.250000 Penalty: 3209.721191
	Iteration 21Q: 3 clusters Score -1215238 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -1215422.250000 Penalty: 3209.721191
	Iteration 22Q: 3 clusters Score -1215422 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -1215595.000000 Penalty: 3209.721191
	Iteration 23Q: 3 clusters Score -1215595 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -1215774.125000 Penalty: 3209.721191
	Iteration 24Q: 3 clusters Score -1215774 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -1215969.000000 Penalty: 3209.721191
	Iteration 25Q: 3 clusters Score -1215969 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -1216121.625000 Penalty: 3209.721191
	Iteration 26Q: 3 clusters Score -1216122 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -1216265.375000 Penalty: 3209.721191
	Iteration 27Q: 3 clusters Score -1216265 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -1216375.500000 Penalty: 3209.721191
	Iteration 28Q: 3 clusters Score -1216376 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -1216467.500000 Penalty: 3209.721191
	Iteration 29Q: 3 clusters Score -1216468 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -1216524.875000 Penalty: 3209.721191
	Iteration 30Q: 3 clusters Score -1216525 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -1216568.250000 Penalty: 3209.721191
	Iteration 31Q: 3 clusters Score -1216568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -1216593.875000 Penalty: 3209.721191
	Iteration 32Q: 3 clusters Score -1216594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -1216625.500000 Penalty: 3209.721191
	Iteration 33Q: 3 clusters Score -1216626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -1216651.625000 Penalty: 3209.721191
	Iteration 34Q: 3 clusters Score -1216652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -1216665.500000 Penalty: 3209.721191
	Iteration 35Q: 3 clusters Score -1216666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -1216676.250000 Penalty: 3209.721191
	Iteration 36Q: 3 clusters Score -1216676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -1216685.625000 Penalty: 3209.721191
	Iteration 37Q: 3 clusters Score -1216686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -1216692.500000 Penalty: 3209.721191
	Iteration 38Q: 3 clusters Score -1216692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -1216698.125000 Penalty: 3209.721191
	Iteration 39Q: 3 clusters Score -1216698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -1216697.750000 Penalty: 3209.721191
	Iteration 40F: 3 clusters Score -1216698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -76444.703125 Penalty: 1158.380615
	Iteration 0F: 2 clusters Score -76444.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -74835.242188 Penalty: 2316.761230
	Iteration 0F: 3 clusters Score -74835.24 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -75098.742188 Penalty: 2316.761230
	Iteration 1F: 3 clusters Score -75098.74 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -75203.515625 Penalty: 2316.761230
	Iteration 2F: 3 clusters Score -75203.52 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -75253.812500 Penalty: 2316.761230
	Iteration 3Q: 3 clusters Score -75253.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -75278.476562 Penalty: 2316.761230
	Iteration 4Q: 3 clusters Score -75278.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -75291.648438 Penalty: 2316.761230
	Iteration 5Q: 3 clusters Score -75291.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -75301.953125 Penalty: 2316.761230
	Iteration 6Q: 3 clusters Score -75301.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -75310.796875 Penalty: 2316.761230
	Iteration 7Q: 3 clusters Score -75310.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -75316.906250 Penalty: 2316.761230
	Iteration 8Q: 3 clusters Score -75316.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -75322.789062 Penalty: 2316.761230
	Iteration 9Q: 3 clusters Score -75322.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -75327.992188 Penalty: 2316.761230
	Iteration 10Q: 3 clusters Score -75327.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -75331.601562 Penalty: 2316.761230
	Iteration 11Q: 3 clusters Score -75331.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -75331.601562 Penalty: 2316.761230
	Iteration 12F: 3 clusters Score -75331.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Entering Unmasked Estep 
Score: -683214.375000 Penalty: 1515.429688
	Iteration 0F: 2 clusters Score -683214.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -675176.500000 Penalty: 3030.859375
	Iteration 0F: 3 clusters Score -675176.5 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -677996.500000 Penalty: 3030.859375
	Iteration 1F: 3 clusters Score -677996.5 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -678410.250000 Penalty: 3030.859375
	Iteration 2F: 3 clusters Score -678410.2 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -678849.687500 Penalty: 3030.859375
	Iteration 3F: 3 clusters Score -678849.7 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -679284.000000 Penalty: 3030.859375
	Iteration 4F: 3 clusters Score -679284 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -679788.125000 Penalty: 3030.859375
	Iteration 5F: 3 clusters Score -679788.1 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -680341.812500 Penalty: 3030.859375
	Iteration 6F: 3 clusters Score -680341.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -680947.625000 Penalty: 3030.859375
	Iteration 7F: 3 clusters Score -680947.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -681436.437500 Penalty: 3030.859375
	Iteration 8Q: 3 clusters Score -681436.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -681814.125000 Penalty: 3030.859375
	Iteration 9Q: 3 clusters Score -681814.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -682148.312500 Penalty: 3030.859375
	Iteration 10Q: 3 clusters Score -682148.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -682356.500000 Penalty: 3030.859375
	Iteration 11Q: 3 clusters Score -682356.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -682501.562500 Penalty: 3030.859375
	Iteration 12Q: 3 clusters Score -682501.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -682587.937500 Penalty: 3030.859375
	Iteration 13Q: 3 clusters Score -682587.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -682646.062500 Penalty: 3030.859375
	Iteration 14Q: 3 clusters Score -682646.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -682698.375000 Penalty: 3030.859375
	Iteration 15Q: 3 clusters Score -682698.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -682728.500000 Penalty: 3030.859375
	Iteration 16Q: 3 clusters Score -682728.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -682741.937500 Penalty: 3030.859375
	Iteration 17Q: 3 clusters Score -682741.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -682749.562500 Penalty: 3030.859375
	Iteration 18Q: 3 clusters Score -682749.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -682762.687500 Penalty: 3030.859375
	Iteration 19Q: 3 clusters Score -682762.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -682767.750000 Penalty: 3030.859375
	Iteration 20F: 3 clusters Score -682767.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -682779.625000 Penalty: 3030.859375
	Iteration 21Q: 3 clusters Score -682779.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -682787.250000 Penalty: 3030.859375
	Iteration 22Q: 3 clusters Score -682787.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -682794.125000 Penalty: 3030.859375
	Iteration 23Q: 3 clusters Score -682794.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -682800.812500 Penalty: 3030.859375
	Iteration 24Q: 3 clusters Score -682800.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -682808.250000 Penalty: 3030.859375
	Iteration 25Q: 3 clusters Score -682808.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -682815.250000 Penalty: 3030.859375
	Iteration 26Q: 3 clusters Score -682815.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -682818.375000 Penalty: 3030.859375
	Iteration 27Q: 3 clusters Score -682818.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -682822.875000 Penalty: 3030.859375
	Iteration 28Q: 3 clusters Score -682822.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -682828.750000 Penalty: 3030.859375
	Iteration 29Q: 3 clusters Score -682828.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -682830.562500 Penalty: 3030.859375
	Iteration 30Q: 3 clusters Score -682830.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -682831.000000 Penalty: 3030.859375
	Iteration 31Q: 3 clusters Score -682831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -682832.625000 Penalty: 3030.859375
	Iteration 32Q: 3 clusters Score -682832.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -682834.500000 Penalty: 3030.859375
	Iteration 33Q: 3 clusters Score -682834.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -682833.750000 Penalty: 3030.859375
	Iteration 34Q: 3 clusters Score -682833.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -682838.625000 Penalty: 3030.859375
	Iteration 35Q: 3 clusters Score -682838.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -682837.250000 Penalty: 3030.859375
	Iteration 36Q: 3 clusters Score -682837.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -682840.875000 Penalty: 3030.859375
	Iteration 37Q: 3 clusters Score -682840.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -682840.687500 Penalty: 3030.859375
	Iteration 38Q: 3 clusters Score -682840.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -682842.562500 Penalty: 3030.859375
	Iteration 39Q: 3 clusters Score -682842.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -682844.875000 Penalty: 3030.859375
	Iteration 40F: 3 clusters Score -682844.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -682844.187500 Penalty: 3030.859375
	Iteration 41Q: 3 clusters Score -682844.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -682845.250000 Penalty: 3030.859375
	Iteration 42Q: 3 clusters Score -682845.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -682845.250000 Penalty: 3030.859375
	Iteration 43Q: 3 clusters Score -682845.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -682847.000000 Penalty: 3030.859375
	Iteration 44Q: 3 clusters Score -682847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -682848.812500 Penalty: 3030.859375
	Iteration 45Q: 3 clusters Score -682848.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -682849.687500 Penalty: 3030.859375
	Iteration 46Q: 3 clusters Score -682849.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -682850.437500 Penalty: 3030.859375
	Iteration 47Q: 3 clusters Score -682850.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -682851.937500 Penalty: 3030.859375
	Iteration 48Q: 3 clusters Score -682851.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -682851.875000 Penalty: 3030.859375
	Iteration 49Q: 3 clusters Score -682851.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -682852.500000 Penalty: 3030.859375
	Iteration 50Q: 3 clusters Score -682852.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -682851.500000 Penalty: 3030.859375
	Iteration 51Q: 3 clusters Score -682851.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -682851.500000 Penalty: 3030.859375
	Iteration 52F: 3 clusters Score -682851.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66249 members 
Entering Unmasked Estep 
Score: -4252050.000000 Penalty: 1803.941040
	Iteration 0F: 2 clusters Score -4252050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -4207949.000000 Penalty: 3607.882080
	Iteration 0F: 3 clusters Score -4207949 nChanged 31231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -4225570.500000 Penalty: 3607.882080
	Iteration 1F: 3 clusters Score -4225570 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -4226088.500000 Penalty: 3607.882080
	Iteration 2Q: 3 clusters Score -4226088 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -4226618.000000 Penalty: 3607.882080
	Iteration 3Q: 3 clusters Score -4226618 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -4227247.000000 Penalty: 3607.882080
	Iteration 4Q: 3 clusters Score -4227247 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -4227899.000000 Penalty: 3607.882080
	Iteration 5Q: 3 clusters Score -4227899 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -4228615.500000 Penalty: 3607.882080
	Iteration 6Q: 3 clusters Score -4228616 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -4229371.000000 Penalty: 3607.882080
	Iteration 7Q: 3 clusters Score -4229371 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -4230096.500000 Penalty: 3607.882080
	Iteration 8Q: 3 clusters Score -4230096 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -4230902.500000 Penalty: 3607.882080
	Iteration 9Q: 3 clusters Score -4230902 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -4231919.500000 Penalty: 3607.882080
	Iteration 10Q: 3 clusters Score -4231920 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -4233254.000000 Penalty: 3607.882080
	Iteration 11Q: 3 clusters Score -4233254 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -4234981.000000 Penalty: 3607.882080
	Iteration 12Q: 3 clusters Score -4234981 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -4236911.000000 Penalty: 3607.882080
	Iteration 13Q: 3 clusters Score -4236911 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -4238490.500000 Penalty: 3607.882080
	Iteration 14Q: 3 clusters Score -4238490 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -4239368.500000 Penalty: 3607.882080
	Iteration 15Q: 3 clusters Score -4239368 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -4239712.500000 Penalty: 3607.882080
	Iteration 16Q: 3 clusters Score -4239712 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -4239861.000000 Penalty: 3607.882080
	Iteration 17Q: 3 clusters Score -4239861 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -4239954.000000 Penalty: 3607.882080
	Iteration 18Q: 3 clusters Score -4239954 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -4240075.000000 Penalty: 3607.882080
	Iteration 19Q: 3 clusters Score -4240075 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -4240181.500000 Penalty: 3607.882080
	Iteration 20F: 3 clusters Score -4240182 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -4240268.500000 Penalty: 3607.882080
	Iteration 21Q: 3 clusters Score -4240268 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -4240380.000000 Penalty: 3607.882080
	Iteration 22Q: 3 clusters Score -4240380 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -4240509.500000 Penalty: 3607.882080
	Iteration 23Q: 3 clusters Score -4240510 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -4240643.500000 Penalty: 3607.882080
	Iteration 24Q: 3 clusters Score -4240644 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -4240743.500000 Penalty: 3607.882080
	Iteration 25Q: 3 clusters Score -4240744 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -4240869.000000 Penalty: 3607.882080
	Iteration 26Q: 3 clusters Score -4240869 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -4241055.500000 Penalty: 3607.882080
	Iteration 27Q: 3 clusters Score -4241056 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -4241243.500000 Penalty: 3607.882080
	Iteration 28Q: 3 clusters Score -4241244 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -4241440.500000 Penalty: 3607.882080
	Iteration 29Q: 3 clusters Score -4241440 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -4241663.000000 Penalty: 3607.882080
	Iteration 30Q: 3 clusters Score -4241663 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -4241943.500000 Penalty: 3607.882080
	Iteration 31Q: 3 clusters Score -4241944 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -4242245.500000 Penalty: 3607.882080
	Iteration 32Q: 3 clusters Score -4242246 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -4242562.500000 Penalty: 3607.882080
	Iteration 33Q: 3 clusters Score -4242562 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -4242929.000000 Penalty: 3607.882080
	Iteration 34Q: 3 clusters Score -4242929 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -4243249.000000 Penalty: 3607.882080
	Iteration 35Q: 3 clusters Score -4243249 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -4243600.000000 Penalty: 3607.882080
	Iteration 36Q: 3 clusters Score -4243600 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -4243946.500000 Penalty: 3607.882080
	Iteration 37Q: 3 clusters Score -4243946 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50834 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -4244318.000000 Penalty: 3607.882080
	Iteration 38Q: 3 clusters Score -4244318 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -4244723.000000 Penalty: 3607.882080
	Iteration 39Q: 3 clusters Score -4244723 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -4245145.500000 Penalty: 3607.882080
	Iteration 40F: 3 clusters Score -4245146 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -4245616.000000 Penalty: 3607.882080
	Iteration 41Q: 3 clusters Score -4245616 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55246 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -4246148.500000 Penalty: 3607.882080
	Iteration 42Q: 3 clusters Score -4246148 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56385 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -4246712.500000 Penalty: 3607.882080
	Iteration 43Q: 3 clusters Score -4246712 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57425 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -4247266.500000 Penalty: 3607.882080
	Iteration 44Q: 3 clusters Score -4247266 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -4247825.000000 Penalty: 3607.882080
	Iteration 45Q: 3 clusters Score -4247825 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59363 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -4248411.000000 Penalty: 3607.882080
	Iteration 46Q: 3 clusters Score -4248411 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60165 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -4248875.500000 Penalty: 3607.882080
	Iteration 47Q: 3 clusters Score -4248876 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -4249292.000000 Penalty: 3607.882080
	Iteration 48Q: 3 clusters Score -4249292 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61400 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -4249598.500000 Penalty: 3607.882080
	Iteration 49Q: 3 clusters Score -4249598 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61867 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -4249833.000000 Penalty: 3607.882080
	Iteration 50Q: 3 clusters Score -4249833 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62244 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -4250003.500000 Penalty: 3607.882080
	Iteration 51Q: 3 clusters Score -4250004 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62558 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -4250147.000000 Penalty: 3607.882080
	Iteration 52Q: 3 clusters Score -4250147 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -4250275.500000 Penalty: 3607.882080
	Iteration 53Q: 3 clusters Score -4250276 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63090 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -4250359.000000 Penalty: 3607.882080
	Iteration 54Q: 3 clusters Score -4250359 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63290 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4250435.500000 Penalty: 3607.882080
	Iteration 55Q: 3 clusters Score -4250436 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63447 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -4250489.000000 Penalty: 3607.882080
	Iteration 56Q: 3 clusters Score -4250489 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4250527.500000 Penalty: 3607.882080
	Iteration 57Q: 3 clusters Score -4250528 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63693 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -4250556.500000 Penalty: 3607.882080
	Iteration 58Q: 3 clusters Score -4250556 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63797 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -4250573.500000 Penalty: 3607.882080
	Iteration 59Q: 3 clusters Score -4250574 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63881 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -4250591.500000 Penalty: 3607.882080
	Iteration 60F: 3 clusters Score -4250592 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4250631.000000 Penalty: 3607.882080
	Iteration 61Q: 3 clusters Score -4250631 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64037 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -4250632.000000 Penalty: 3607.882080
	Iteration 62Q: 3 clusters Score -4250632 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64090 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4250654.000000 Penalty: 3607.882080
	Iteration 63Q: 3 clusters Score -4250654 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4250657.000000 Penalty: 3607.882080
	Iteration 64Q: 3 clusters Score -4250657 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64182 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4250664.000000 Penalty: 3607.882080
	Iteration 65Q: 3 clusters Score -4250664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64221 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4250665.500000 Penalty: 3607.882080
	Iteration 66Q: 3 clusters Score -4250666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64251 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4250673.000000 Penalty: 3607.882080
	Iteration 67Q: 3 clusters Score -4250673 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64286 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4250685.000000 Penalty: 3607.882080
	Iteration 68Q: 3 clusters Score -4250685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64313 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4250683.000000 Penalty: 3607.882080
	Iteration 69Q: 3 clusters Score -4250683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64338 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4250678.000000 Penalty: 3607.882080
	Iteration 70Q: 3 clusters Score -4250678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4250691.500000 Penalty: 3607.882080
	Iteration 71Q: 3 clusters Score -4250692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4250697.000000 Penalty: 3607.882080
	Iteration 72Q: 3 clusters Score -4250697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64397 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4250702.500000 Penalty: 3607.882080
	Iteration 73Q: 3 clusters Score -4250702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64419 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4250706.000000 Penalty: 3607.882080
	Iteration 74Q: 3 clusters Score -4250706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4250710.500000 Penalty: 3607.882080
	Iteration 75Q: 3 clusters Score -4250710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64451 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4250707.000000 Penalty: 3607.882080
	Iteration 76Q: 3 clusters Score -4250707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64467 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4250717.000000 Penalty: 3607.882080
	Iteration 77Q: 3 clusters Score -4250717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64482 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4250719.000000 Penalty: 3607.882080
	Iteration 78Q: 3 clusters Score -4250719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4250711.500000 Penalty: 3607.882080
	Iteration 79Q: 3 clusters Score -4250712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4250711.500000 Penalty: 3607.882080
	Iteration 80F: 3 clusters Score -4250712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4250723.000000 Penalty: 3607.882080
	Iteration 81Q: 3 clusters Score -4250723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4250724.500000 Penalty: 3607.882080
	Iteration 82Q: 3 clusters Score -4250724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4250722.500000 Penalty: 3607.882080
	Iteration 83Q: 3 clusters Score -4250722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64547 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4250720.000000 Penalty: 3607.882080
	Iteration 84Q: 3 clusters Score -4250720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64553 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4250722.500000 Penalty: 3607.882080
	Iteration 85Q: 3 clusters Score -4250722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64558 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4250724.000000 Penalty: 3607.882080
	Iteration 86Q: 3 clusters Score -4250724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64563 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4250725.000000 Penalty: 3607.882080
	Iteration 87Q: 3 clusters Score -4250725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64573 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4250721.500000 Penalty: 3607.882080
	Iteration 88Q: 3 clusters Score -4250722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64578 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4250722.500000 Penalty: 3607.882080
	Iteration 89Q: 3 clusters Score -4250722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64580 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4250726.000000 Penalty: 3607.882080
	Iteration 90Q: 3 clusters Score -4250726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64581 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4250727.000000 Penalty: 3607.882080
	Iteration 91Q: 3 clusters Score -4250727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64581 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4250727.000000 Penalty: 3607.882080
	Iteration 92F: 3 clusters Score -4250727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Entering Unmasked Estep 
Score: -181341.062500 Penalty: 1299.947754
	Iteration 0F: 2 clusters Score -181341.1 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 1500 members 
Entering Unmasked Estep 
Score: -178658.953125 Penalty: 2599.895508
	Iteration 0F: 3 clusters Score -178659 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -179320.171875 Penalty: 2599.895508
	Iteration 1F: 3 clusters Score -179320.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -179456.453125 Penalty: 2599.895508
	Iteration 2F: 3 clusters Score -179456.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -179533.109375 Penalty: 2599.895508
	Iteration 3Q: 3 clusters Score -179533.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -179585.937500 Penalty: 2599.895508
	Iteration 4Q: 3 clusters Score -179585.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -179640.062500 Penalty: 2599.895508
	Iteration 5Q: 3 clusters Score -179640.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -179682.875000 Penalty: 2599.895508
	Iteration 6Q: 3 clusters Score -179682.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -179713.656250 Penalty: 2599.895508
	Iteration 7Q: 3 clusters Score -179713.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -179742.718750 Penalty: 2599.895508
	Iteration 8Q: 3 clusters Score -179742.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -179775.968750 Penalty: 2599.895508
	Iteration 9Q: 3 clusters Score -179776 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -179798.484375 Penalty: 2599.895508
	Iteration 10Q: 3 clusters Score -179798.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -179813.578125 Penalty: 2599.895508
	Iteration 11Q: 3 clusters Score -179813.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -179829.750000 Penalty: 2599.895508
	Iteration 12Q: 3 clusters Score -179829.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -179843.140625 Penalty: 2599.895508
	Iteration 13Q: 3 clusters Score -179843.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -179854.953125 Penalty: 2599.895508
	Iteration 14Q: 3 clusters Score -179855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -179862.390625 Penalty: 2599.895508
	Iteration 15Q: 3 clusters Score -179862.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -179867.390625 Penalty: 2599.895508
	Iteration 16Q: 3 clusters Score -179867.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -179872.703125 Penalty: 2599.895508
	Iteration 17Q: 3 clusters Score -179872.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -179881.031250 Penalty: 2599.895508
	Iteration 18Q: 3 clusters Score -179881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -179885.515625 Penalty: 2599.895508
	Iteration 19Q: 3 clusters Score -179885.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -179890.640625 Penalty: 2599.895508
	Iteration 20F: 3 clusters Score -179890.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -179894.453125 Penalty: 2599.895508
	Iteration 21Q: 3 clusters Score -179894.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -179899.343750 Penalty: 2599.895508
	Iteration 22Q: 3 clusters Score -179899.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -179903.578125 Penalty: 2599.895508
	Iteration 23Q: 3 clusters Score -179903.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -179906.671875 Penalty: 2599.895508
	Iteration 24Q: 3 clusters Score -179906.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -179909.906250 Penalty: 2599.895508
	Iteration 25Q: 3 clusters Score -179909.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -179912.500000 Penalty: 2599.895508
	Iteration 26Q: 3 clusters Score -179912.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -179917.375000 Penalty: 2599.895508
	Iteration 27Q: 3 clusters Score -179917.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -179921.375000 Penalty: 2599.895508
	Iteration 28Q: 3 clusters Score -179921.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -179925.437500 Penalty: 2599.895508
	Iteration 29Q: 3 clusters Score -179925.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -179929.687500 Penalty: 2599.895508
	Iteration 30Q: 3 clusters Score -179929.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -179933.453125 Penalty: 2599.895508
	Iteration 31Q: 3 clusters Score -179933.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -179937.453125 Penalty: 2599.895508
	Iteration 32Q: 3 clusters Score -179937.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -179941.328125 Penalty: 2599.895508
	Iteration 33Q: 3 clusters Score -179941.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -179944.625000 Penalty: 2599.895508
	Iteration 34Q: 3 clusters Score -179944.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -179949.906250 Penalty: 2599.895508
	Iteration 35Q: 3 clusters Score -179949.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -179952.656250 Penalty: 2599.895508
	Iteration 36Q: 3 clusters Score -179952.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -179953.984375 Penalty: 2599.895508
	Iteration 37Q: 3 clusters Score -179954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -179954.765625 Penalty: 2599.895508
	Iteration 38Q: 3 clusters Score -179954.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -179955.578125 Penalty: 2599.895508
	Iteration 39Q: 3 clusters Score -179955.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -179955.500000 Penalty: 2599.895508
	Iteration 40F: 3 clusters Score -179955.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Entering Unmasked Estep 
Score: -410003.687500 Penalty: 1437.765991
	Iteration 0F: 2 clusters Score -410003.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -404788.031250 Penalty: 2875.531982
	Iteration 0F: 3 clusters Score -404788 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -406576.937500 Penalty: 2875.531982
	Iteration 1F: 3 clusters Score -406576.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -407049.968750 Penalty: 2875.531982
	Iteration 2F: 3 clusters Score -407050 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -407590.312500 Penalty: 2875.531982
	Iteration 3F: 3 clusters Score -407590.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -408039.750000 Penalty: 2875.531982
	Iteration 4F: 3 clusters Score -408039.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -408441.687500 Penalty: 2875.531982
	Iteration 5F: 3 clusters Score -408441.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -408788.656250 Penalty: 2875.531982
	Iteration 6F: 3 clusters Score -408788.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -409041.968750 Penalty: 2875.531982
	Iteration 7Q: 3 clusters Score -409042 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -409219.625000 Penalty: 2875.531982
	Iteration 8Q: 3 clusters Score -409219.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -409347.656250 Penalty: 2875.531982
	Iteration 9Q: 3 clusters Score -409347.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -409406.375000 Penalty: 2875.531982
	Iteration 10Q: 3 clusters Score -409406.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -409442.218750 Penalty: 2875.531982
	Iteration 11Q: 3 clusters Score -409442.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -409468.000000 Penalty: 2875.531982
	Iteration 12Q: 3 clusters Score -409468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -409486.250000 Penalty: 2875.531982
	Iteration 13Q: 3 clusters Score -409486.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -409502.750000 Penalty: 2875.531982
	Iteration 14Q: 3 clusters Score -409502.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -409513.187500 Penalty: 2875.531982
	Iteration 15Q: 3 clusters Score -409513.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -409522.781250 Penalty: 2875.531982
	Iteration 16Q: 3 clusters Score -409522.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -409527.625000 Penalty: 2875.531982
	Iteration 17Q: 3 clusters Score -409527.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -409531.687500 Penalty: 2875.531982
	Iteration 18Q: 3 clusters Score -409531.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -409532.843750 Penalty: 2875.531982
	Iteration 19Q: 3 clusters Score -409532.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -409534.218750 Penalty: 2875.531982
	Iteration 20F: 3 clusters Score -409534.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -409535.375000 Penalty: 2875.531982
	Iteration 21Q: 3 clusters Score -409535.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -409535.687500 Penalty: 2875.531982
	Iteration 22Q: 3 clusters Score -409535.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -409536.218750 Penalty: 2875.531982
	Iteration 23Q: 3 clusters Score -409536.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -409537.406250 Penalty: 2875.531982
	Iteration 24Q: 3 clusters Score -409537.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -409537.718750 Penalty: 2875.531982
	Iteration 25Q: 3 clusters Score -409537.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -409537.375000 Penalty: 2875.531982
	Iteration 26Q: 3 clusters Score -409537.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -409538.375000 Penalty: 2875.531982
	Iteration 27Q: 3 clusters Score -409538.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -409538.375000 Penalty: 2875.531982
	Iteration 28F: 3 clusters Score -409538.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Entering Unmasked Estep 
Score: -539048.687500 Penalty: 1468.984985
	Iteration 0F: 2 clusters Score -539048.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -532844.875000 Penalty: 2937.969971
	Iteration 0F: 3 clusters Score -532844.9 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -534752.250000 Penalty: 2937.969971
	Iteration 1F: 3 clusters Score -534752.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -534990.875000 Penalty: 2937.969971
	Iteration 2F: 3 clusters Score -534990.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -535186.750000 Penalty: 2937.969971
	Iteration 3F: 3 clusters Score -535186.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -535370.937500 Penalty: 2937.969971
	Iteration 4Q: 3 clusters Score -535370.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -535578.437500 Penalty: 2937.969971
	Iteration 5Q: 3 clusters Score -535578.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -535802.500000 Penalty: 2937.969971
	Iteration 6Q: 3 clusters Score -535802.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -536095.812500 Penalty: 2937.969971
	Iteration 7Q: 3 clusters Score -536095.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -536466.875000 Penalty: 2937.969971
	Iteration 8F: 3 clusters Score -536466.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -536845.375000 Penalty: 2937.969971
	Iteration 9F: 3 clusters Score -536845.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -537174.812500 Penalty: 2937.969971
	Iteration 10Q: 3 clusters Score -537174.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -537381.875000 Penalty: 2937.969971
	Iteration 11Q: 3 clusters Score -537381.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -537532.687500 Penalty: 2937.969971
	Iteration 12Q: 3 clusters Score -537532.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -537635.125000 Penalty: 2937.969971
	Iteration 13Q: 3 clusters Score -537635.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -537699.250000 Penalty: 2937.969971
	Iteration 14Q: 3 clusters Score -537699.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -537735.125000 Penalty: 2937.969971
	Iteration 15Q: 3 clusters Score -537735.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -537764.875000 Penalty: 2937.969971
	Iteration 16Q: 3 clusters Score -537764.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -537782.312500 Penalty: 2937.969971
	Iteration 17Q: 3 clusters Score -537782.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -537800.000000 Penalty: 2937.969971
	Iteration 18Q: 3 clusters Score -537800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -537815.375000 Penalty: 2937.969971
	Iteration 19Q: 3 clusters Score -537815.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -537824.875000 Penalty: 2937.969971
	Iteration 20F: 3 clusters Score -537824.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -537834.125000 Penalty: 2937.969971
	Iteration 21Q: 3 clusters Score -537834.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -537836.250000 Penalty: 2937.969971
	Iteration 22Q: 3 clusters Score -537836.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -537838.062500 Penalty: 2937.969971
	Iteration 23Q: 3 clusters Score -537838.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -537840.750000 Penalty: 2937.969971
	Iteration 24Q: 3 clusters Score -537840.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -537842.625000 Penalty: 2937.969971
	Iteration 25Q: 3 clusters Score -537842.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -537845.125000 Penalty: 2937.969971
	Iteration 26Q: 3 clusters Score -537845.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -537847.500000 Penalty: 2937.969971
	Iteration 27Q: 3 clusters Score -537847.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -537848.625000 Penalty: 2937.969971
	Iteration 28Q: 3 clusters Score -537848.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -537849.500000 Penalty: 2937.969971
	Iteration 29Q: 3 clusters Score -537849.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -537849.500000 Penalty: 2937.969971
	Iteration 30F: 3 clusters Score -537849.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Entering Unmasked Estep 
Score: -268285.937500 Penalty: 1349.118286
	Iteration 0F: 2 clusters Score -268285.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -264901.593750 Penalty: 2698.236572
	Iteration 0F: 3 clusters Score -264901.6 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -265754.968750 Penalty: 2698.236572
	Iteration 1F: 3 clusters Score -265755 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -265943.781250 Penalty: 2698.236572
	Iteration 2F: 3 clusters Score -265943.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -266055.500000 Penalty: 2698.236572
	Iteration 3F: 3 clusters Score -266055.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -266131.187500 Penalty: 2698.236572
	Iteration 4Q: 3 clusters Score -266131.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -266192.437500 Penalty: 2698.236572
	Iteration 5Q: 3 clusters Score -266192.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -266253.593750 Penalty: 2698.236572
	Iteration 6Q: 3 clusters Score -266253.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -266313.687500 Penalty: 2698.236572
	Iteration 7Q: 3 clusters Score -266313.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -266380.875000 Penalty: 2698.236572
	Iteration 8Q: 3 clusters Score -266380.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -266460.781250 Penalty: 2698.236572
	Iteration 9Q: 3 clusters Score -266460.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -266536.281250 Penalty: 2698.236572
	Iteration 10Q: 3 clusters Score -266536.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -266621.093750 Penalty: 2698.236572
	Iteration 11Q: 3 clusters Score -266621.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -266712.500000 Penalty: 2698.236572
	Iteration 12Q: 3 clusters Score -266712.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -266810.062500 Penalty: 2698.236572
	Iteration 13Q: 3 clusters Score -266810.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -266897.218750 Penalty: 2698.236572
	Iteration 14Q: 3 clusters Score -266897.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -266969.593750 Penalty: 2698.236572
	Iteration 15Q: 3 clusters Score -266969.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -267029.593750 Penalty: 2698.236572
	Iteration 16Q: 3 clusters Score -267029.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -267077.375000 Penalty: 2698.236572
	Iteration 17Q: 3 clusters Score -267077.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -267117.156250 Penalty: 2698.236572
	Iteration 18Q: 3 clusters Score -267117.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -267148.750000 Penalty: 2698.236572
	Iteration 19Q: 3 clusters Score -267148.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -267169.593750 Penalty: 2698.236572
	Iteration 20F: 3 clusters Score -267169.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -267183.218750 Penalty: 2698.236572
	Iteration 21Q: 3 clusters Score -267183.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -267191.031250 Penalty: 2698.236572
	Iteration 22Q: 3 clusters Score -267191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -267198.562500 Penalty: 2698.236572
	Iteration 23Q: 3 clusters Score -267198.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -267202.125000 Penalty: 2698.236572
	Iteration 24Q: 3 clusters Score -267202.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -267204.750000 Penalty: 2698.236572
	Iteration 25Q: 3 clusters Score -267204.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -267208.687500 Penalty: 2698.236572
	Iteration 26Q: 3 clusters Score -267208.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -267210.343750 Penalty: 2698.236572
	Iteration 27Q: 3 clusters Score -267210.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -267213.125000 Penalty: 2698.236572
	Iteration 28Q: 3 clusters Score -267213.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -267218.781250 Penalty: 2698.236572
	Iteration 29Q: 3 clusters Score -267218.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -267223.281250 Penalty: 2698.236572
	Iteration 30Q: 3 clusters Score -267223.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -267225.156250 Penalty: 2698.236572
	Iteration 31Q: 3 clusters Score -267225.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -267227.437500 Penalty: 2698.236572
	Iteration 32Q: 3 clusters Score -267227.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -267228.937500 Penalty: 2698.236572
	Iteration 33Q: 3 clusters Score -267228.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -267229.906250 Penalty: 2698.236572
	Iteration 34Q: 3 clusters Score -267229.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -267231.468750 Penalty: 2698.236572
	Iteration 35Q: 3 clusters Score -267231.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -267231.906250 Penalty: 2698.236572
	Iteration 36Q: 3 clusters Score -267231.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -267232.406250 Penalty: 2698.236572
	Iteration 37Q: 3 clusters Score -267232.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -267232.406250 Penalty: 2698.236572
	Iteration 38F: 3 clusters Score -267232.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (123609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123609 members 
Entering Unmasked Estep 
Score: -7494946.000000 Penalty: 1905.292725
	Iteration 0F: 2 clusters Score -7494946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61670 members 
Mstep: Class 2 contains 61939 members 
Entering Unmasked Estep 
Score: -7412058.000000 Penalty: 3810.585449
	Iteration 0F: 3 clusters Score -7412058 nChanged 59257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 64632 members 
Entering Unmasked Estep 
Score: -7447495.500000 Penalty: 3810.585449
	Iteration 1F: 3 clusters Score -7447496 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 66753 members 
Entering Unmasked Estep 
Score: -7449073.000000 Penalty: 3810.585449
	Iteration 2Q: 3 clusters Score -7449073 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 69936 members 
Entering Unmasked Estep 
Score: -7451396.000000 Penalty: 3810.585449
	Iteration 3Q: 3 clusters Score -7451396 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 74586 members 
Entering Unmasked Estep 
Score: -7454904.000000 Penalty: 3810.585449
	Iteration 4F: 3 clusters Score -7454904 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 80693 members 
Entering Unmasked Estep 
Score: -7459890.500000 Penalty: 3810.585449
	Iteration 5F: 3 clusters Score -7459890 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 87616 members 
Entering Unmasked Estep 
Score: -7466308.000000 Penalty: 3810.585449
	Iteration 6F: 3 clusters Score -7466308 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 94319 members 
Entering Unmasked Estep 
Score: -7473191.500000 Penalty: 3810.585449
	Iteration 7F: 3 clusters Score -7473192 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 99813 members 
Entering Unmasked Estep 
Score: -7478907.000000 Penalty: 3810.585449
	Iteration 8F: 3 clusters Score -7478907 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 103837 members 
Entering Unmasked Estep 
Score: -7482669.000000 Penalty: 3810.585449
	Iteration 9Q: 3 clusters Score -7482669 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 106854 members 
Entering Unmasked Estep 
Score: -7484967.000000 Penalty: 3810.585449
	Iteration 10Q: 3 clusters Score -7484967 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 109305 members 
Entering Unmasked Estep 
Score: -7486553.000000 Penalty: 3810.585449
	Iteration 11Q: 3 clusters Score -7486553 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 111375 members 
Entering Unmasked Estep 
Score: -7487857.000000 Penalty: 3810.585449
	Iteration 12Q: 3 clusters Score -7487857 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 113196 members 
Entering Unmasked Estep 
Score: -7488908.500000 Penalty: 3810.585449
	Iteration 13Q: 3 clusters Score -7488908 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 114752 members 
Entering Unmasked Estep 
Score: -7489752.000000 Penalty: 3810.585449
	Iteration 14Q: 3 clusters Score -7489752 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 116147 members 
Entering Unmasked Estep 
Score: -7490557.500000 Penalty: 3810.585449
	Iteration 15Q: 3 clusters Score -7490558 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 117379 members 
Entering Unmasked Estep 
Score: -7491294.000000 Penalty: 3810.585449
	Iteration 16Q: 3 clusters Score -7491294 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 118369 members 
Entering Unmasked Estep 
Score: -7491792.000000 Penalty: 3810.585449
	Iteration 17Q: 3 clusters Score -7491792 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 119185 members 
Entering Unmasked Estep 
Score: -7492226.500000 Penalty: 3810.585449
	Iteration 18Q: 3 clusters Score -7492226 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 119838 members 
Entering Unmasked Estep 
Score: -7492580.500000 Penalty: 3810.585449
	Iteration 19Q: 3 clusters Score -7492580 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 120370 members 
Entering Unmasked Estep 
Score: -7492839.000000 Penalty: 3810.585449
	Iteration 20F: 3 clusters Score -7492839 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 120779 members 
Entering Unmasked Estep 
Score: -7493050.500000 Penalty: 3810.585449
	Iteration 21Q: 3 clusters Score -7493050 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 121130 members 
Entering Unmasked Estep 
Score: -7493219.500000 Penalty: 3810.585449
	Iteration 22Q: 3 clusters Score -7493220 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 121372 members 
Entering Unmasked Estep 
Score: -7493300.000000 Penalty: 3810.585449
	Iteration 23Q: 3 clusters Score -7493300 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 121561 members 
Entering Unmasked Estep 
Score: -7493386.000000 Penalty: 3810.585449
	Iteration 24Q: 3 clusters Score -7493386 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 121701 members 
Entering Unmasked Estep 
Score: -7493417.500000 Penalty: 3810.585449
	Iteration 25Q: 3 clusters Score -7493418 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 121827 members 
Entering Unmasked Estep 
Score: -7493465.500000 Penalty: 3810.585449
	Iteration 26Q: 3 clusters Score -7493466 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 121927 members 
Entering Unmasked Estep 
Score: -7493519.500000 Penalty: 3810.585449
	Iteration 27Q: 3 clusters Score -7493520 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 122019 members 
Entering Unmasked Estep 
Score: -7493579.000000 Penalty: 3810.585449
	Iteration 28Q: 3 clusters Score -7493579 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 122110 members 
Entering Unmasked Estep 
Score: -7493585.000000 Penalty: 3810.585449
	Iteration 29Q: 3 clusters Score -7493585 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 122175 members 
Entering Unmasked Estep 
Score: -7493619.000000 Penalty: 3810.585449
	Iteration 30Q: 3 clusters Score -7493619 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 122228 members 
Entering Unmasked Estep 
Score: -7493630.000000 Penalty: 3810.585449
	Iteration 31Q: 3 clusters Score -7493630 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 122280 members 
Entering Unmasked Estep 
Score: -7493654.500000 Penalty: 3810.585449
	Iteration 32Q: 3 clusters Score -7493654 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 122326 members 
Entering Unmasked Estep 
Score: -7493666.000000 Penalty: 3810.585449
	Iteration 33Q: 3 clusters Score -7493666 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 122366 members 
Entering Unmasked Estep 
Score: -7493692.000000 Penalty: 3810.585449
	Iteration 34Q: 3 clusters Score -7493692 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 122401 members 
Entering Unmasked Estep 
Score: -7493699.000000 Penalty: 3810.585449
	Iteration 35Q: 3 clusters Score -7493699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 122423 members 
Entering Unmasked Estep 
Score: -7493704.000000 Penalty: 3810.585449
	Iteration 36Q: 3 clusters Score -7493704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 122437 members 
Entering Unmasked Estep 
Score: -7493703.500000 Penalty: 3810.585449
	Iteration 37Q: 3 clusters Score -7493704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 122456 members 
Entering Unmasked Estep 
Score: -7493713.500000 Penalty: 3810.585449
	Iteration 38Q: 3 clusters Score -7493714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 122471 members 
Entering Unmasked Estep 
Score: -7493720.000000 Penalty: 3810.585449
	Iteration 39Q: 3 clusters Score -7493720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 122478 members 
Entering Unmasked Estep 
Score: -7493722.000000 Penalty: 3810.585449
	Iteration 40F: 3 clusters Score -7493722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 122486 members 
Entering Unmasked Estep 
Score: -7493723.000000 Penalty: 3810.585449
	Iteration 41Q: 3 clusters Score -7493723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 122497 members 
Entering Unmasked Estep 
Score: -7493730.000000 Penalty: 3810.585449
	Iteration 42Q: 3 clusters Score -7493730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 122509 members 
Entering Unmasked Estep 
Score: -7493729.500000 Penalty: 3810.585449
	Iteration 43Q: 3 clusters Score -7493730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 122522 members 
Entering Unmasked Estep 
Score: -7493727.000000 Penalty: 3810.585449
	Iteration 44Q: 3 clusters Score -7493727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 122533 members 
Entering Unmasked Estep 
Score: -7493739.000000 Penalty: 3810.585449
	Iteration 45Q: 3 clusters Score -7493739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 122540 members 
Entering Unmasked Estep 
Score: -7493742.500000 Penalty: 3810.585449
	Iteration 46Q: 3 clusters Score -7493742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 122551 members 
Entering Unmasked Estep 
Score: -7493748.500000 Penalty: 3810.585449
	Iteration 47Q: 3 clusters Score -7493748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 122558 members 
Entering Unmasked Estep 
Score: -7493746.500000 Penalty: 3810.585449
	Iteration 48Q: 3 clusters Score -7493746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 122566 members 
Entering Unmasked Estep 
Score: -7493740.500000 Penalty: 3810.585449
	Iteration 49Q: 3 clusters Score -7493740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 122571 members 
Entering Unmasked Estep 
Score: -7493746.500000 Penalty: 3810.585449
	Iteration 50Q: 3 clusters Score -7493746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 122574 members 
Entering Unmasked Estep 
Score: -7493746.500000 Penalty: 3810.585449
	Iteration 51Q: 3 clusters Score -7493746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 122578 members 
Entering Unmasked Estep 
Score: -7493740.500000 Penalty: 3810.585449
	Iteration 52Q: 3 clusters Score -7493740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 122579 members 
Entering Unmasked Estep 
Score: -7493744.500000 Penalty: 3810.585449
	Iteration 53Q: 3 clusters Score -7493744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 122579 members 
Entering Unmasked Estep 
Score: -7493744.500000 Penalty: 3810.585449
	Iteration 54F: 3 clusters Score -7493744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Entering Unmasked Estep 
Score: -467595.812500 Penalty: 1454.292969
	Iteration 0F: 2 clusters Score -467595.8 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 3860 members 
Entering Unmasked Estep 
Score: -461912.781250 Penalty: 2908.585938
	Iteration 0F: 3 clusters Score -461912.8 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -463652.437500 Penalty: 2908.585938
	Iteration 1F: 3 clusters Score -463652.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -463937.406250 Penalty: 2908.585938
	Iteration 2F: 3 clusters Score -463937.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -464289.500000 Penalty: 2908.585938
	Iteration 3F: 3 clusters Score -464289.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -464835.906250 Penalty: 2908.585938
	Iteration 4F: 3 clusters Score -464835.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -465427.375000 Penalty: 2908.585938
	Iteration 5F: 3 clusters Score -465427.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -465959.187500 Penalty: 2908.585938
	Iteration 6F: 3 clusters Score -465959.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -466330.312500 Penalty: 2908.585938
	Iteration 7F: 3 clusters Score -466330.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -466600.000000 Penalty: 2908.585938
	Iteration 8Q: 3 clusters Score -466600 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -466774.687500 Penalty: 2908.585938
	Iteration 9Q: 3 clusters Score -466774.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -466875.625000 Penalty: 2908.585938
	Iteration 10Q: 3 clusters Score -466875.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -466940.718750 Penalty: 2908.585938
	Iteration 11Q: 3 clusters Score -466940.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -466979.406250 Penalty: 2908.585938
	Iteration 12Q: 3 clusters Score -466979.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -467009.000000 Penalty: 2908.585938
	Iteration 13Q: 3 clusters Score -467009 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -467030.500000 Penalty: 2908.585938
	Iteration 14Q: 3 clusters Score -467030.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -467054.000000 Penalty: 2908.585938
	Iteration 15Q: 3 clusters Score -467054 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -467078.031250 Penalty: 2908.585938
	Iteration 16Q: 3 clusters Score -467078 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -467095.812500 Penalty: 2908.585938
	Iteration 17Q: 3 clusters Score -467095.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -467107.468750 Penalty: 2908.585938
	Iteration 18Q: 3 clusters Score -467107.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -467120.593750 Penalty: 2908.585938
	Iteration 19Q: 3 clusters Score -467120.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -467134.968750 Penalty: 2908.585938
	Iteration 20F: 3 clusters Score -467135 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -467157.437500 Penalty: 2908.585938
	Iteration 21Q: 3 clusters Score -467157.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -467174.593750 Penalty: 2908.585938
	Iteration 22Q: 3 clusters Score -467174.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -467183.125000 Penalty: 2908.585938
	Iteration 23Q: 3 clusters Score -467183.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -467191.875000 Penalty: 2908.585938
	Iteration 24Q: 3 clusters Score -467191.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -467195.531250 Penalty: 2908.585938
	Iteration 25Q: 3 clusters Score -467195.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -467200.500000 Penalty: 2908.585938
	Iteration 26Q: 3 clusters Score -467200.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -467203.312500 Penalty: 2908.585938
	Iteration 27Q: 3 clusters Score -467203.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -467204.750000 Penalty: 2908.585938
	Iteration 28Q: 3 clusters Score -467204.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -467206.156250 Penalty: 2908.585938
	Iteration 29Q: 3 clusters Score -467206.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -467208.437500 Penalty: 2908.585938
	Iteration 30Q: 3 clusters Score -467208.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -467210.125000 Penalty: 2908.585938
	Iteration 31Q: 3 clusters Score -467210.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -467211.781250 Penalty: 2908.585938
	Iteration 32Q: 3 clusters Score -467211.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -467211.781250 Penalty: 2908.585938
	Iteration 33Q: 3 clusters Score -467211.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -467213.062500 Penalty: 2908.585938
	Iteration 34Q: 3 clusters Score -467213.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -467215.031250 Penalty: 2908.585938
	Iteration 35Q: 3 clusters Score -467215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -467216.593750 Penalty: 2908.585938
	Iteration 36Q: 3 clusters Score -467216.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -467217.312500 Penalty: 2908.585938
	Iteration 37Q: 3 clusters Score -467217.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -467218.062500 Penalty: 2908.585938
	Iteration 38Q: 3 clusters Score -467218.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -467218.468750 Penalty: 2908.585938
	Iteration 39Q: 3 clusters Score -467218.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -467218.468750 Penalty: 2908.585938
	Iteration 40F: 3 clusters Score -467218.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Entering Unmasked Estep 
Score: -207982.140625 Penalty: 1313.490845
	Iteration 0F: 2 clusters Score -207982.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -205073.437500 Penalty: 2626.981689
	Iteration 0F: 3 clusters Score -205073.4 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -205757.921875 Penalty: 2626.981689
	Iteration 1F: 3 clusters Score -205757.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -205874.281250 Penalty: 2626.981689
	Iteration 2F: 3 clusters Score -205874.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -205953.421875 Penalty: 2626.981689
	Iteration 3Q: 3 clusters Score -205953.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -206012.046875 Penalty: 2626.981689
	Iteration 4Q: 3 clusters Score -206012 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -206051.078125 Penalty: 2626.981689
	Iteration 5Q: 3 clusters Score -206051.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -206080.406250 Penalty: 2626.981689
	Iteration 6Q: 3 clusters Score -206080.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -206109.593750 Penalty: 2626.981689
	Iteration 7Q: 3 clusters Score -206109.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -206131.015625 Penalty: 2626.981689
	Iteration 8Q: 3 clusters Score -206131 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -206145.093750 Penalty: 2626.981689
	Iteration 9Q: 3 clusters Score -206145.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -206156.359375 Penalty: 2626.981689
	Iteration 10Q: 3 clusters Score -206156.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -206164.437500 Penalty: 2626.981689
	Iteration 11Q: 3 clusters Score -206164.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -206171.515625 Penalty: 2626.981689
	Iteration 12Q: 3 clusters Score -206171.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -206176.406250 Penalty: 2626.981689
	Iteration 13Q: 3 clusters Score -206176.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -206180.921875 Penalty: 2626.981689
	Iteration 14Q: 3 clusters Score -206180.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -206184.078125 Penalty: 2626.981689
	Iteration 15Q: 3 clusters Score -206184.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -206185.703125 Penalty: 2626.981689
	Iteration 16Q: 3 clusters Score -206185.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -206187.328125 Penalty: 2626.981689
	Iteration 17Q: 3 clusters Score -206187.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -206189.156250 Penalty: 2626.981689
	Iteration 18Q: 3 clusters Score -206189.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -206190.640625 Penalty: 2626.981689
	Iteration 19Q: 3 clusters Score -206190.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -206192.515625 Penalty: 2626.981689
	Iteration 20F: 3 clusters Score -206192.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -206192.515625 Penalty: 2626.981689
	Iteration 21Q: 3 clusters Score -206192.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -206192.843750 Penalty: 2626.981689
	Iteration 22Q: 3 clusters Score -206192.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -206192.843750 Penalty: 2626.981689
	Iteration 23F: 3 clusters Score -206192.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Entering Unmasked Estep 
Score: -434947.156250 Penalty: 1443.861694
	Iteration 0F: 2 clusters Score -434947.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -429550.968750 Penalty: 2887.723389
	Iteration 0F: 3 clusters Score -429551 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -431313.500000 Penalty: 2887.723389
	Iteration 1F: 3 clusters Score -431313.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -431586.781250 Penalty: 2887.723389
	Iteration 2F: 3 clusters Score -431586.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -431795.031250 Penalty: 2887.723389
	Iteration 3F: 3 clusters Score -431795 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -431978.812500 Penalty: 2887.723389
	Iteration 4F: 3 clusters Score -431978.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -432150.750000 Penalty: 2887.723389
	Iteration 5Q: 3 clusters Score -432150.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -432310.937500 Penalty: 2887.723389
	Iteration 6Q: 3 clusters Score -432310.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -432470.031250 Penalty: 2887.723389
	Iteration 7Q: 3 clusters Score -432470 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -432637.937500 Penalty: 2887.723389
	Iteration 8Q: 3 clusters Score -432637.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -432792.656250 Penalty: 2887.723389
	Iteration 9Q: 3 clusters Score -432792.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -432961.281250 Penalty: 2887.723389
	Iteration 10Q: 3 clusters Score -432961.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -433134.656250 Penalty: 2887.723389
	Iteration 11Q: 3 clusters Score -433134.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -433300.375000 Penalty: 2887.723389
	Iteration 12Q: 3 clusters Score -433300.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -433403.437500 Penalty: 2887.723389
	Iteration 13Q: 3 clusters Score -433403.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -433456.218750 Penalty: 2887.723389
	Iteration 14Q: 3 clusters Score -433456.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -433497.968750 Penalty: 2887.723389
	Iteration 15Q: 3 clusters Score -433498 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -433525.781250 Penalty: 2887.723389
	Iteration 16Q: 3 clusters Score -433525.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -433541.031250 Penalty: 2887.723389
	Iteration 17Q: 3 clusters Score -433541 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -433553.312500 Penalty: 2887.723389
	Iteration 18Q: 3 clusters Score -433553.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -433561.718750 Penalty: 2887.723389
	Iteration 19Q: 3 clusters Score -433561.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -433565.468750 Penalty: 2887.723389
	Iteration 20F: 3 clusters Score -433565.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -433569.343750 Penalty: 2887.723389
	Iteration 21Q: 3 clusters Score -433569.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -433570.250000 Penalty: 2887.723389
	Iteration 22Q: 3 clusters Score -433570.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -433572.437500 Penalty: 2887.723389
	Iteration 23Q: 3 clusters Score -433572.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -433573.343750 Penalty: 2887.723389
	Iteration 24Q: 3 clusters Score -433573.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -433572.843750 Penalty: 2887.723389
	Iteration 25Q: 3 clusters Score -433572.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -433572.312500 Penalty: 2887.723389
	Iteration 26Q: 3 clusters Score -433572.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -433573.812500 Penalty: 2887.723389
	Iteration 27Q: 3 clusters Score -433573.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -433574.437500 Penalty: 2887.723389
	Iteration 28Q: 3 clusters Score -433574.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -433574.937500 Penalty: 2887.723389
	Iteration 29Q: 3 clusters Score -433574.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -433575.906250 Penalty: 2887.723389
	Iteration 30Q: 3 clusters Score -433575.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -433576.562500 Penalty: 2887.723389
	Iteration 31Q: 3 clusters Score -433576.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -433576.562500 Penalty: 2887.723389
	Iteration 32F: 3 clusters Score -433576.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Entering Unmasked Estep 
Score: -654716.500000 Penalty: 1506.791626
	Iteration 0F: 2 clusters Score -654716.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -647226.562500 Penalty: 3013.583252
	Iteration 0F: 3 clusters Score -647226.6 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -649669.562500 Penalty: 3013.583252
	Iteration 1F: 3 clusters Score -649669.6 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -649856.375000 Penalty: 3013.583252
	Iteration 2F: 3 clusters Score -649856.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -650010.000000 Penalty: 3013.583252
	Iteration 3Q: 3 clusters Score -650010 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -650162.625000 Penalty: 3013.583252
	Iteration 4Q: 3 clusters Score -650162.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -650308.312500 Penalty: 3013.583252
	Iteration 5Q: 3 clusters Score -650308.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -650477.562500 Penalty: 3013.583252
	Iteration 6Q: 3 clusters Score -650477.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -650661.187500 Penalty: 3013.583252
	Iteration 7Q: 3 clusters Score -650661.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -650859.500000 Penalty: 3013.583252
	Iteration 8Q: 3 clusters Score -650859.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -651083.250000 Penalty: 3013.583252
	Iteration 9Q: 3 clusters Score -651083.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -651334.187500 Penalty: 3013.583252
	Iteration 10Q: 3 clusters Score -651334.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -651589.812500 Penalty: 3013.583252
	Iteration 11Q: 3 clusters Score -651589.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -651811.812500 Penalty: 3013.583252
	Iteration 12Q: 3 clusters Score -651811.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -651994.750000 Penalty: 3013.583252
	Iteration 13Q: 3 clusters Score -651994.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -652122.562500 Penalty: 3013.583252
	Iteration 14Q: 3 clusters Score -652122.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -652200.750000 Penalty: 3013.583252
	Iteration 15Q: 3 clusters Score -652200.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -652248.812500 Penalty: 3013.583252
	Iteration 16Q: 3 clusters Score -652248.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -652285.812500 Penalty: 3013.583252
	Iteration 17Q: 3 clusters Score -652285.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -652303.812500 Penalty: 3013.583252
	Iteration 18Q: 3 clusters Score -652303.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -652320.375000 Penalty: 3013.583252
	Iteration 19Q: 3 clusters Score -652320.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -652335.937500 Penalty: 3013.583252
	Iteration 20F: 3 clusters Score -652335.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -652347.125000 Penalty: 3013.583252
	Iteration 21Q: 3 clusters Score -652347.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -652355.750000 Penalty: 3013.583252
	Iteration 22Q: 3 clusters Score -652355.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -652365.375000 Penalty: 3013.583252
	Iteration 23Q: 3 clusters Score -652365.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -652376.750000 Penalty: 3013.583252
	Iteration 24Q: 3 clusters Score -652376.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -652387.750000 Penalty: 3013.583252
	Iteration 25Q: 3 clusters Score -652387.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -652397.500000 Penalty: 3013.583252
	Iteration 26Q: 3 clusters Score -652397.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -652403.750000 Penalty: 3013.583252
	Iteration 27Q: 3 clusters Score -652403.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -652410.062500 Penalty: 3013.583252
	Iteration 28Q: 3 clusters Score -652410.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -652419.062500 Penalty: 3013.583252
	Iteration 29Q: 3 clusters Score -652419.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -652428.375000 Penalty: 3013.583252
	Iteration 30Q: 3 clusters Score -652428.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -652437.000000 Penalty: 3013.583252
	Iteration 31Q: 3 clusters Score -652437 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -652445.250000 Penalty: 3013.583252
	Iteration 32Q: 3 clusters Score -652445.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -652452.500000 Penalty: 3013.583252
	Iteration 33Q: 3 clusters Score -652452.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -652459.875000 Penalty: 3013.583252
	Iteration 34Q: 3 clusters Score -652459.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -652468.750000 Penalty: 3013.583252
	Iteration 35Q: 3 clusters Score -652468.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -652479.812500 Penalty: 3013.583252
	Iteration 36Q: 3 clusters Score -652479.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -652487.625000 Penalty: 3013.583252
	Iteration 37Q: 3 clusters Score -652487.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -652498.187500 Penalty: 3013.583252
	Iteration 38Q: 3 clusters Score -652498.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -652510.625000 Penalty: 3013.583252
	Iteration 39Q: 3 clusters Score -652510.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -652525.000000 Penalty: 3013.583252
	Iteration 40F: 3 clusters Score -652525 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -652544.375000 Penalty: 3013.583252
	Iteration 41Q: 3 clusters Score -652544.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -652557.750000 Penalty: 3013.583252
	Iteration 42Q: 3 clusters Score -652557.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -652573.562500 Penalty: 3013.583252
	Iteration 43Q: 3 clusters Score -652573.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -652591.000000 Penalty: 3013.583252
	Iteration 44Q: 3 clusters Score -652591 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -652600.125000 Penalty: 3013.583252
	Iteration 45Q: 3 clusters Score -652600.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -652611.312500 Penalty: 3013.583252
	Iteration 46Q: 3 clusters Score -652611.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -652617.312500 Penalty: 3013.583252
	Iteration 47Q: 3 clusters Score -652617.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -652625.500000 Penalty: 3013.583252
	Iteration 48Q: 3 clusters Score -652625.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -652629.437500 Penalty: 3013.583252
	Iteration 49Q: 3 clusters Score -652629.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -652633.437500 Penalty: 3013.583252
	Iteration 50Q: 3 clusters Score -652633.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -652634.625000 Penalty: 3013.583252
	Iteration 51Q: 3 clusters Score -652634.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -652641.187500 Penalty: 3013.583252
	Iteration 52Q: 3 clusters Score -652641.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -652646.625000 Penalty: 3013.583252
	Iteration 53Q: 3 clusters Score -652646.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -652652.500000 Penalty: 3013.583252
	Iteration 54Q: 3 clusters Score -652652.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -652659.687500 Penalty: 3013.583252
	Iteration 55Q: 3 clusters Score -652659.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -652667.812500 Penalty: 3013.583252
	Iteration 56Q: 3 clusters Score -652667.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -652672.125000 Penalty: 3013.583252
	Iteration 57Q: 3 clusters Score -652672.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -652679.937500 Penalty: 3013.583252
	Iteration 58Q: 3 clusters Score -652679.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -652691.562500 Penalty: 3013.583252
	Iteration 59Q: 3 clusters Score -652691.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -652700.875000 Penalty: 3013.583252
	Iteration 60F: 3 clusters Score -652700.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -652708.062500 Penalty: 3013.583252
	Iteration 61Q: 3 clusters Score -652708.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -652714.562500 Penalty: 3013.583252
	Iteration 62Q: 3 clusters Score -652714.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -652719.250000 Penalty: 3013.583252
	Iteration 63Q: 3 clusters Score -652719.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -652725.187500 Penalty: 3013.583252
	Iteration 64Q: 3 clusters Score -652725.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -652728.250000 Penalty: 3013.583252
	Iteration 65Q: 3 clusters Score -652728.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -652730.062500 Penalty: 3013.583252
	Iteration 66Q: 3 clusters Score -652730.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -652736.000000 Penalty: 3013.583252
	Iteration 67Q: 3 clusters Score -652736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -652739.875000 Penalty: 3013.583252
	Iteration 68Q: 3 clusters Score -652739.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -652741.437500 Penalty: 3013.583252
	Iteration 69Q: 3 clusters Score -652741.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -652743.750000 Penalty: 3013.583252
	Iteration 70Q: 3 clusters Score -652743.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -652747.312500 Penalty: 3013.583252
	Iteration 71Q: 3 clusters Score -652747.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -652750.250000 Penalty: 3013.583252
	Iteration 72Q: 3 clusters Score -652750.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -652752.500000 Penalty: 3013.583252
	Iteration 73Q: 3 clusters Score -652752.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -652755.625000 Penalty: 3013.583252
	Iteration 74Q: 3 clusters Score -652755.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -652756.875000 Penalty: 3013.583252
	Iteration 75Q: 3 clusters Score -652756.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -652757.250000 Penalty: 3013.583252
	Iteration 76Q: 3 clusters Score -652757.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -652760.625000 Penalty: 3013.583252
	Iteration 77Q: 3 clusters Score -652760.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -652763.500000 Penalty: 3013.583252
	Iteration 78Q: 3 clusters Score -652763.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -652764.437500 Penalty: 3013.583252
	Iteration 79Q: 3 clusters Score -652764.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -652766.625000 Penalty: 3013.583252
	Iteration 80F: 3 clusters Score -652766.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -652767.000000 Penalty: 3013.583252
	Iteration 81Q: 3 clusters Score -652767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -652765.375000 Penalty: 3013.583252
	Iteration 82Q: 3 clusters Score -652765.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -652767.000000 Penalty: 3013.583252
	Iteration 83Q: 3 clusters Score -652767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -652767.000000 Penalty: 3013.583252
	Iteration 84F: 3 clusters Score -652767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -144618.375000 Penalty: 1275.070923
	Iteration 0F: 2 clusters Score -144618.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -142178.656250 Penalty: 2550.141846
	Iteration 0F: 3 clusters Score -142178.7 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -142812.000000 Penalty: 2550.141846
	Iteration 1F: 3 clusters Score -142812 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -142991.375000 Penalty: 2550.141846
	Iteration 2F: 3 clusters Score -142991.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -143127.328125 Penalty: 2550.141846
	Iteration 3F: 3 clusters Score -143127.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -143247.578125 Penalty: 2550.141846
	Iteration 4F: 3 clusters Score -143247.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -143362.359375 Penalty: 2550.141846
	Iteration 5Q: 3 clusters Score -143362.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -143480.125000 Penalty: 2550.141846
	Iteration 6Q: 3 clusters Score -143480.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -143579.156250 Penalty: 2550.141846
	Iteration 7Q: 3 clusters Score -143579.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -143668.062500 Penalty: 2550.141846
	Iteration 8Q: 3 clusters Score -143668.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -143724.656250 Penalty: 2550.141846
	Iteration 9Q: 3 clusters Score -143724.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -143772.250000 Penalty: 2550.141846
	Iteration 10Q: 3 clusters Score -143772.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -143808.593750 Penalty: 2550.141846
	Iteration 11Q: 3 clusters Score -143808.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -143840.203125 Penalty: 2550.141846
	Iteration 12Q: 3 clusters Score -143840.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -143860.296875 Penalty: 2550.141846
	Iteration 13Q: 3 clusters Score -143860.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -143878.843750 Penalty: 2550.141846
	Iteration 14Q: 3 clusters Score -143878.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -143895.703125 Penalty: 2550.141846
	Iteration 15Q: 3 clusters Score -143895.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -143902.140625 Penalty: 2550.141846
	Iteration 16Q: 3 clusters Score -143902.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -143907.484375 Penalty: 2550.141846
	Iteration 17Q: 3 clusters Score -143907.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -143913.796875 Penalty: 2550.141846
	Iteration 18Q: 3 clusters Score -143913.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -143919.750000 Penalty: 2550.141846
	Iteration 19Q: 3 clusters Score -143919.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -143921.734375 Penalty: 2550.141846
	Iteration 20F: 3 clusters Score -143921.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -143923.640625 Penalty: 2550.141846
	Iteration 21Q: 3 clusters Score -143923.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -143924.406250 Penalty: 2550.141846
	Iteration 22Q: 3 clusters Score -143924.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -143925.953125 Penalty: 2550.141846
	Iteration 23Q: 3 clusters Score -143926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -143927.328125 Penalty: 2550.141846
	Iteration 24Q: 3 clusters Score -143927.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -143927.328125 Penalty: 2550.141846
	Iteration 25F: 3 clusters Score -143927.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Entering Unmasked Estep 
Score: -287384.000000 Penalty: 1384.789673
	Iteration 0F: 2 clusters Score -287384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -283360.812500 Penalty: 2769.579346
	Iteration 0F: 3 clusters Score -283360.8 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -284573.281250 Penalty: 2769.579346
	Iteration 1F: 3 clusters Score -284573.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -284859.312500 Penalty: 2769.579346
	Iteration 2F: 3 clusters Score -284859.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -285107.968750 Penalty: 2769.579346
	Iteration 3F: 3 clusters Score -285108 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -285332.843750 Penalty: 2769.579346
	Iteration 4F: 3 clusters Score -285332.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -285544.156250 Penalty: 2769.579346
	Iteration 5F: 3 clusters Score -285544.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -285719.250000 Penalty: 2769.579346
	Iteration 6Q: 3 clusters Score -285719.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -285881.875000 Penalty: 2769.579346
	Iteration 7Q: 3 clusters Score -285881.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -286007.812500 Penalty: 2769.579346
	Iteration 8Q: 3 clusters Score -286007.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -286125.875000 Penalty: 2769.579346
	Iteration 9Q: 3 clusters Score -286125.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -286223.750000 Penalty: 2769.579346
	Iteration 10Q: 3 clusters Score -286223.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -286313.906250 Penalty: 2769.579346
	Iteration 11Q: 3 clusters Score -286313.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -286400.812500 Penalty: 2769.579346
	Iteration 12Q: 3 clusters Score -286400.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -286460.937500 Penalty: 2769.579346
	Iteration 13Q: 3 clusters Score -286460.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -286515.500000 Penalty: 2769.579346
	Iteration 14Q: 3 clusters Score -286515.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -286555.656250 Penalty: 2769.579346
	Iteration 15Q: 3 clusters Score -286555.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -286591.875000 Penalty: 2769.579346
	Iteration 16Q: 3 clusters Score -286591.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -286619.093750 Penalty: 2769.579346
	Iteration 17Q: 3 clusters Score -286619.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -286644.281250 Penalty: 2769.579346
	Iteration 18Q: 3 clusters Score -286644.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -286663.031250 Penalty: 2769.579346
	Iteration 19Q: 3 clusters Score -286663 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -286679.781250 Penalty: 2769.579346
	Iteration 20F: 3 clusters Score -286679.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -286689.843750 Penalty: 2769.579346
	Iteration 21Q: 3 clusters Score -286689.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -286697.812500 Penalty: 2769.579346
	Iteration 22Q: 3 clusters Score -286697.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -286704.656250 Penalty: 2769.579346
	Iteration 23Q: 3 clusters Score -286704.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -286711.531250 Penalty: 2769.579346
	Iteration 24Q: 3 clusters Score -286711.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -286718.468750 Penalty: 2769.579346
	Iteration 25Q: 3 clusters Score -286718.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -286725.625000 Penalty: 2769.579346
	Iteration 26Q: 3 clusters Score -286725.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -286731.843750 Penalty: 2769.579346
	Iteration 27Q: 3 clusters Score -286731.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -286737.156250 Penalty: 2769.579346
	Iteration 28Q: 3 clusters Score -286737.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -286742.968750 Penalty: 2769.579346
	Iteration 29Q: 3 clusters Score -286743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -286746.781250 Penalty: 2769.579346
	Iteration 30Q: 3 clusters Score -286746.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -286751.843750 Penalty: 2769.579346
	Iteration 31Q: 3 clusters Score -286751.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -286752.937500 Penalty: 2769.579346
	Iteration 32Q: 3 clusters Score -286752.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -286752.937500 Penalty: 2769.579346
	Iteration 33F: 3 clusters Score -286752.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19486 members 
Mstep: Class 5 contains 1248 members 
Mstep: Class 6 contains 4953 members 
Mstep: Class 7 contains 5270 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28407 members 
Mstep: Class 10 contains 5170 members 
Mstep: Class 11 contains 19459 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11223 members 
Mstep: Class 14 contains 66249 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 6959 members 
Mstep: Class 17 contains 8433 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123609 members 
Mstep: Class 20 contains 7704 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 7225 members 
Mstep: Class 23 contains 10642 members 
Mstep: Class 24 contains 2557 members 
Mstep: Class 25 contains 5023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334046.000000 Penalty: 51972.636719
Iteration 159Q: 26 clusters Score -2.133405e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19484 members 
Mstep: Class 5 contains 1248 members 
Mstep: Class 6 contains 4952 members 
Mstep: Class 7 contains 5270 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 9 contains 28404 members 
Mstep: Class 10 contains 5170 members 
Mstep: Class 11 contains 19479 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11231 members 
Mstep: Class 14 contains 66251 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 6959 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123600 members 
Mstep: Class 20 contains 7702 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 7221 members 
Mstep: Class 23 contains 10635 members 
Mstep: Class 24 contains 2555 members 
Mstep: Class 25 contains 5026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334048.000000 Penalty: 51972.636719
Iteration 160F: 26 clusters Score -2.133405e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19483 members 
Mstep: Class 5 contains 1248 members 
Mstep: Class 6 contains 4953 members 
Mstep: Class 7 contains 5270 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 9 contains 28403 members 
Mstep: Class 10 contains 5170 members 
Mstep: Class 11 contains 19495 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11239 members 
Mstep: Class 14 contains 66250 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 6960 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123589 members 
Mstep: Class 20 contains 7699 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 7217 members 
Mstep: Class 23 contains 10633 members 
Mstep: Class 24 contains 2556 members 
Mstep: Class 25 contains 5026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334074.000000 Penalty: 51972.636719
Iteration 161Q: 26 clusters Score -2.133407e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19484 members 
Mstep: Class 5 contains 1248 members 
Mstep: Class 6 contains 4953 members 
Mstep: Class 7 contains 5270 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 9 contains 28399 members 
Mstep: Class 10 contains 5170 members 
Mstep: Class 11 contains 19508 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11247 members 
Mstep: Class 14 contains 66249 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 6960 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123575 members 
Mstep: Class 20 contains 7698 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 7216 members 
Mstep: Class 23 contains 10634 members 
Mstep: Class 24 contains 2556 members 
Mstep: Class 25 contains 5027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334080.000000 Penalty: 51972.636719
Iteration 162Q: 26 clusters Score -2.133408e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19484 members 
Mstep: Class 5 contains 1248 members 
Mstep: Class 6 contains 4952 members 
Mstep: Class 7 contains 5270 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 9 contains 28397 members 
Mstep: Class 10 contains 5170 members 
Mstep: Class 11 contains 19510 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11253 members 
Mstep: Class 14 contains 66251 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 6959 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123566 members 
Mstep: Class 20 contains 7697 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 7212 members 
Mstep: Class 23 contains 10641 members 
Mstep: Class 24 contains 2556 members 
Mstep: Class 25 contains 5028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334084.000000 Penalty: 51972.636719
Iteration 163Q: 26 clusters Score -2.133408e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19483 members 
Mstep: Class 5 contains 1248 members 
Mstep: Class 6 contains 4950 members 
Mstep: Class 7 contains 5269 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 9 contains 28400 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 19509 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11262 members 
Mstep: Class 14 contains 66253 members 
Mstep: Class 15 contains 2981 members 
Mstep: Class 16 contains 6958 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123551 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7210 members 
Mstep: Class 23 contains 10649 members 
Mstep: Class 24 contains 2557 members 
Mstep: Class 25 contains 5030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334094.000000 Penalty: 51972.636719
Iteration 164Q: 26 clusters Score -2.133409e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19483 members 
Mstep: Class 5 contains 1248 members 
Mstep: Class 6 contains 4949 members 
Mstep: Class 7 contains 5269 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 9 contains 28402 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 19505 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11275 members 
Mstep: Class 14 contains 66250 members 
Mstep: Class 15 contains 2982 members 
Mstep: Class 16 contains 6958 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123536 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 7205 members 
Mstep: Class 23 contains 10662 members 
Mstep: Class 24 contains 2557 members 
Mstep: Class 25 contains 5032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334060.000000 Penalty: 51972.636719
Iteration 165Q: 26 clusters Score -2.133406e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19483 members 
Mstep: Class 5 contains 1248 members 
Mstep: Class 6 contains 4948 members 
Mstep: Class 7 contains 5268 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 9 contains 28402 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 19502 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11284 members 
Mstep: Class 14 contains 66249 members 
Mstep: Class 15 contains 2983 members 
Mstep: Class 16 contains 6957 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123521 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 7204 members 
Mstep: Class 23 contains 10674 members 
Mstep: Class 24 contains 2557 members 
Mstep: Class 25 contains 5033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334056.000000 Penalty: 51972.636719
Iteration 166Q: 26 clusters Score -2.133406e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19483 members 
Mstep: Class 5 contains 1248 members 
Mstep: Class 6 contains 4948 members 
Mstep: Class 7 contains 5268 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 9 contains 28403 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 19502 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11291 members 
Mstep: Class 14 contains 66250 members 
Mstep: Class 15 contains 2983 members 
Mstep: Class 16 contains 6957 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123509 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3237 members 
Mstep: Class 22 contains 7205 members 
Mstep: Class 23 contains 10676 members 
Mstep: Class 24 contains 2557 members 
Mstep: Class 25 contains 5034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334054.000000 Penalty: 51972.636719
Iteration 167Q: 26 clusters Score -2.133405e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19484 members 
Mstep: Class 5 contains 1248 members 
Mstep: Class 6 contains 4948 members 
Mstep: Class 7 contains 5268 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 9 contains 28403 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 19503 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11301 members 
Mstep: Class 14 contains 66255 members 
Mstep: Class 15 contains 2983 members 
Mstep: Class 16 contains 6957 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123493 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3235 members 
Mstep: Class 22 contains 7204 members 
Mstep: Class 23 contains 10678 members 
Mstep: Class 24 contains 2557 members 
Mstep: Class 25 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334068.000000 Penalty: 51972.636719
Iteration 168Q: 26 clusters Score -2.133407e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19484 members 
Mstep: Class 5 contains 1249 members 
Mstep: Class 6 contains 4948 members 
Mstep: Class 7 contains 5268 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 9 contains 28402 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 19505 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11305 members 
Mstep: Class 14 contains 66260 members 
Mstep: Class 15 contains 2983 members 
Mstep: Class 16 contains 6957 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123481 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3235 members 
Mstep: Class 22 contains 7202 members 
Mstep: Class 23 contains 10681 members 
Mstep: Class 24 contains 2558 members 
Mstep: Class 25 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334058.000000 Penalty: 51972.636719
Iteration 169Q: 26 clusters Score -2.133406e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19483 members 
Mstep: Class 5 contains 1249 members 
Mstep: Class 6 contains 4948 members 
Mstep: Class 7 contains 5268 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 9 contains 28403 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 19507 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11308 members 
Mstep: Class 14 contains 66261 members 
Mstep: Class 15 contains 2983 members 
Mstep: Class 16 contains 6957 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123471 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3235 members 
Mstep: Class 22 contains 7200 members 
Mstep: Class 23 contains 10685 members 
Mstep: Class 24 contains 2560 members 
Mstep: Class 25 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334042.000000 Penalty: 51972.636719
Iteration 170Q: 26 clusters Score -2.133404e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19483 members 
Mstep: Class 5 contains 1249 members 
Mstep: Class 6 contains 4950 members 
Mstep: Class 7 contains 5268 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 9 contains 28405 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 19508 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11310 members 
Mstep: Class 14 contains 66261 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 6957 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123464 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3235 members 
Mstep: Class 22 contains 7198 members 
Mstep: Class 23 contains 10688 members 
Mstep: Class 24 contains 2560 members 
Mstep: Class 25 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334042.000000 Penalty: 51972.636719
Iteration 171Q: 26 clusters Score -2.133404e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19483 members 
Mstep: Class 5 contains 1249 members 
Mstep: Class 6 contains 4951 members 
Mstep: Class 7 contains 5267 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 9 contains 28409 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 19506 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11319 members 
Mstep: Class 14 contains 66260 members 
Mstep: Class 15 contains 2986 members 
Mstep: Class 16 contains 6958 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123457 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3235 members 
Mstep: Class 22 contains 7193 members 
Mstep: Class 23 contains 10688 members 
Mstep: Class 24 contains 2560 members 
Mstep: Class 25 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334034.000000 Penalty: 51972.636719
Iteration 172Q: 26 clusters Score -2.133403e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19484 members 
Mstep: Class 5 contains 1249 members 
Mstep: Class 6 contains 4953 members 
Mstep: Class 7 contains 5266 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 9 contains 28407 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 19509 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11326 members 
Mstep: Class 14 contains 66257 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 16 contains 6959 members 
Mstep: Class 17 contains 8432 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123452 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3235 members 
Mstep: Class 22 contains 7193 members 
Mstep: Class 23 contains 10689 members 
Mstep: Class 24 contains 2560 members 
Mstep: Class 25 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334040.000000 Penalty: 51972.636719
Iteration 173Q: 26 clusters Score -2.133404e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19483 members 
Mstep: Class 5 contains 1249 members 
Mstep: Class 6 contains 4953 members 
Mstep: Class 7 contains 5267 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 9 contains 28408 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 19511 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11330 members 
Mstep: Class 14 contains 66255 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8431 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123442 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3234 members 
Mstep: Class 22 contains 7192 members 
Mstep: Class 23 contains 10693 members 
Mstep: Class 24 contains 2561 members 
Mstep: Class 25 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334058.000000 Penalty: 51972.636719
Iteration 174Q: 26 clusters Score -2.133406e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19483 members 
Mstep: Class 5 contains 1249 members 
Mstep: Class 6 contains 4953 members 
Mstep: Class 7 contains 5268 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 9 contains 28409 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 19514 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11328 members 
Mstep: Class 14 contains 66254 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8430 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123437 members 
Mstep: Class 20 contains 7697 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7193 members 
Mstep: Class 23 contains 10696 members 
Mstep: Class 24 contains 2563 members 
Mstep: Class 25 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334058.000000 Penalty: 51972.636719
Iteration 175Q: 26 clusters Score -2.133406e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19484 members 
Mstep: Class 5 contains 1249 members 
Mstep: Class 6 contains 4953 members 
Mstep: Class 7 contains 5268 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28409 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 19516 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11327 members 
Mstep: Class 14 contains 66254 members 
Mstep: Class 15 contains 2989 members 
Mstep: Class 16 contains 6964 members 
Mstep: Class 17 contains 8431 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123427 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3231 members 
Mstep: Class 22 contains 7193 members 
Mstep: Class 23 contains 10700 members 
Mstep: Class 24 contains 2565 members 
Mstep: Class 25 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334044.000000 Penalty: 51972.636719
Iteration 176Q: 26 clusters Score -2.133404e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19485 members 
Mstep: Class 5 contains 1247 members 
Mstep: Class 6 contains 4952 members 
Mstep: Class 7 contains 5268 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28411 members 
Mstep: Class 10 contains 5168 members 
Mstep: Class 11 contains 19516 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11330 members 
Mstep: Class 14 contains 66257 members 
Mstep: Class 15 contains 2993 members 
Mstep: Class 16 contains 6964 members 
Mstep: Class 17 contains 8431 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123413 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7192 members 
Mstep: Class 23 contains 10702 members 
Mstep: Class 24 contains 2568 members 
Mstep: Class 25 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334032.000000 Penalty: 51972.636719
Iteration 177Q: 26 clusters Score -2.133403e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19485 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5268 members 
Mstep: Class 8 contains 1700 members 
Mstep: Class 9 contains 28413 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19517 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11333 members 
Mstep: Class 14 contains 66258 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 16 contains 6963 members 
Mstep: Class 17 contains 8431 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123404 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7191 members 
Mstep: Class 23 contains 10704 members 
Mstep: Class 24 contains 2567 members 
Mstep: Class 25 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334026.000000 Penalty: 51972.636719
Iteration 178Q: 26 clusters Score -2.133403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19486 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5268 members 
Mstep: Class 8 contains 1701 members 
Mstep: Class 9 contains 28414 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19519 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11335 members 
Mstep: Class 14 contains 66258 members 
Mstep: Class 15 contains 2998 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8431 members 
Mstep: Class 18 contains 4032 members 
Mstep: Class 19 contains 123397 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7190 members 
Mstep: Class 23 contains 10705 members 
Mstep: Class 24 contains 2567 members 
Mstep: Class 25 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334040.000000 Penalty: 51972.636719
Iteration 179Q: 26 clusters Score -2.133404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19486 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5268 members 
Mstep: Class 8 contains 1702 members 
Mstep: Class 9 contains 28414 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19521 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11335 members 
Mstep: Class 14 contains 66258 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8432 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123390 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7190 members 
Mstep: Class 23 contains 10705 members 
Mstep: Class 24 contains 2567 members 
Mstep: Class 25 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334020.000000 Penalty: 51972.636719
Iteration 180F: 26 clusters Score -2.133402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19486 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4953 members 
Mstep: Class 7 contains 5268 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 28414 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19524 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11335 members 
Mstep: Class 14 contains 66261 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8432 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123382 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7190 members 
Mstep: Class 23 contains 10707 members 
Mstep: Class 24 contains 2567 members 
Mstep: Class 25 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334030.000000 Penalty: 51972.636719
Iteration 181Q: 26 clusters Score -2.133403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19486 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5268 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 28416 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19530 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11335 members 
Mstep: Class 14 contains 66260 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8432 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123373 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7190 members 
Mstep: Class 23 contains 10710 members 
Mstep: Class 24 contains 2567 members 
Mstep: Class 25 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334030.000000 Penalty: 51972.636719
Iteration 182Q: 26 clusters Score -2.133403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19486 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4955 members 
Mstep: Class 7 contains 5269 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 28417 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19533 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11335 members 
Mstep: Class 14 contains 66260 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8432 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123368 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7190 members 
Mstep: Class 23 contains 10710 members 
Mstep: Class 24 contains 2567 members 
Mstep: Class 25 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334040.000000 Penalty: 51972.636719
Iteration 183Q: 26 clusters Score -2.133404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19486 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4955 members 
Mstep: Class 7 contains 5271 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 28417 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19535 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11334 members 
Mstep: Class 14 contains 66260 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8432 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123365 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7190 members 
Mstep: Class 23 contains 10712 members 
Mstep: Class 24 contains 2567 members 
Mstep: Class 25 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334050.000000 Penalty: 51972.636719
Iteration 184Q: 26 clusters Score -2.133405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19486 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4955 members 
Mstep: Class 7 contains 5274 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 28417 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19534 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11333 members 
Mstep: Class 14 contains 66260 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8432 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123364 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7190 members 
Mstep: Class 23 contains 10715 members 
Mstep: Class 24 contains 2567 members 
Mstep: Class 25 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334036.000000 Penalty: 51972.636719
Iteration 185Q: 26 clusters Score -2.133404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19486 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4955 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 28418 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19531 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11332 members 
Mstep: Class 14 contains 66260 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8432 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123363 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7190 members 
Mstep: Class 23 contains 10718 members 
Mstep: Class 24 contains 2567 members 
Mstep: Class 25 contains 5034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334026.000000 Penalty: 51972.636719
Iteration 186Q: 26 clusters Score -2.133403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19486 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4956 members 
Mstep: Class 7 contains 5276 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 28419 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19532 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11334 members 
Mstep: Class 14 contains 66260 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8432 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123361 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7189 members 
Mstep: Class 23 contains 10718 members 
Mstep: Class 24 contains 2566 members 
Mstep: Class 25 contains 5034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334046.000000 Penalty: 51972.636719
Iteration 187Q: 26 clusters Score -2.133405e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19486 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4956 members 
Mstep: Class 7 contains 5274 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 28418 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19532 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11335 members 
Mstep: Class 14 contains 66261 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8433 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123357 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7188 members 
Mstep: Class 23 contains 10721 members 
Mstep: Class 24 contains 2566 members 
Mstep: Class 25 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334064.000000 Penalty: 51972.636719
Iteration 188Q: 26 clusters Score -2.133406e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19486 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4955 members 
Mstep: Class 7 contains 5274 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 28417 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19531 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11336 members 
Mstep: Class 14 contains 66261 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123349 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7188 members 
Mstep: Class 23 contains 10728 members 
Mstep: Class 24 contains 2566 members 
Mstep: Class 25 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334058.000000 Penalty: 51972.636719
Iteration 189Q: 26 clusters Score -2.133406e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19486 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 1702 members 
Mstep: Class 9 contains 28418 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19531 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11344 members 
Mstep: Class 14 contains 66261 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123339 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7188 members 
Mstep: Class 23 contains 10729 members 
Mstep: Class 24 contains 2566 members 
Mstep: Class 25 contains 5037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334060.000000 Penalty: 51972.636719
Iteration 190Q: 26 clusters Score -2.133406e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19486 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5276 members 
Mstep: Class 8 contains 1700 members 
Mstep: Class 9 contains 28418 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19531 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11352 members 
Mstep: Class 14 contains 66256 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8435 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123335 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7187 members 
Mstep: Class 23 contains 10729 members 
Mstep: Class 24 contains 2567 members 
Mstep: Class 25 contains 5037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334040.000000 Penalty: 51972.636719
Iteration 191Q: 26 clusters Score -2.133404e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 19486 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28419 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19532 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11357 members 
Mstep: Class 14 contains 66255 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8435 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123331 members 
Mstep: Class 20 contains 7697 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7185 members 
Mstep: Class 23 contains 10729 members 
Mstep: Class 24 contains 2567 members 
Mstep: Class 25 contains 5037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334036.000000 Penalty: 51972.636719
Iteration 192Q: 26 clusters Score -2.133404e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19486 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28419 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19533 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11366 members 
Mstep: Class 14 contains 66256 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8435 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123323 members 
Mstep: Class 20 contains 7697 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7181 members 
Mstep: Class 23 contains 10729 members 
Mstep: Class 24 contains 2567 members 
Mstep: Class 25 contains 5037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334062.000000 Penalty: 51972.636719
Iteration 193Q: 26 clusters Score -2.133406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19485 members 
Mstep: Class 5 contains 1247 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28419 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19533 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11371 members 
Mstep: Class 14 contains 66256 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8435 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123320 members 
Mstep: Class 20 contains 7697 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7177 members 
Mstep: Class 23 contains 10731 members 
Mstep: Class 24 contains 2567 members 
Mstep: Class 25 contains 5037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334070.000000 Penalty: 51972.636719
Iteration 194Q: 26 clusters Score -2.133407e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19483 members 
Mstep: Class 5 contains 1247 members 
Mstep: Class 6 contains 4955 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28421 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19533 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11367 members 
Mstep: Class 14 contains 66257 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123313 members 
Mstep: Class 20 contains 7697 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7179 members 
Mstep: Class 23 contains 10737 members 
Mstep: Class 24 contains 2569 members 
Mstep: Class 25 contains 5037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334060.000000 Penalty: 51972.636719
Iteration 195Q: 26 clusters Score -2.133406e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19483 members 
Mstep: Class 5 contains 1247 members 
Mstep: Class 6 contains 4956 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28422 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19534 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11367 members 
Mstep: Class 14 contains 66257 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8433 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123304 members 
Mstep: Class 20 contains 7697 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7182 members 
Mstep: Class 23 contains 10739 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334038.000000 Penalty: 51972.636719
Iteration 196Q: 26 clusters Score -2.133404e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19484 members 
Mstep: Class 5 contains 1247 members 
Mstep: Class 6 contains 4957 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28422 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19537 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11369 members 
Mstep: Class 14 contains 66260 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8432 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123292 members 
Mstep: Class 20 contains 7697 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 7182 members 
Mstep: Class 23 contains 10740 members 
Mstep: Class 24 contains 2572 members 
Mstep: Class 25 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334032.000000 Penalty: 51972.636719
Iteration 197Q: 26 clusters Score -2.133403e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19484 members 
Mstep: Class 5 contains 1247 members 
Mstep: Class 6 contains 4957 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28421 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19537 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11373 members 
Mstep: Class 14 contains 66259 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8431 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123287 members 
Mstep: Class 20 contains 7698 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7181 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 2573 members 
Mstep: Class 25 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334020.000000 Penalty: 51972.636719
Iteration 198Q: 26 clusters Score -2.133402e+07 nChanged 21
Entering ConstructFrom: 
Score: -21334020.000000 Penalty: 51972.636719
Entering ConstructFrom: 
Trying to split cluster 1 (9413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Entering Unmasked Estep 
Score: -560475.875000 Penalty: 1486.850098
	Iteration 0F: 2 clusters Score -560475.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -553628.625000 Penalty: 2973.700195
	Iteration 0F: 3 clusters Score -553628.6 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -555910.375000 Penalty: 2973.700195
	Iteration 1F: 3 clusters Score -555910.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -556256.937500 Penalty: 2973.700195
	Iteration 2F: 3 clusters Score -556256.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -556730.000000 Penalty: 2973.700195
	Iteration 3F: 3 clusters Score -556730 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -557319.437500 Penalty: 2973.700195
	Iteration 4F: 3 clusters Score -557319.4 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -557920.625000 Penalty: 2973.700195
	Iteration 5F: 3 clusters Score -557920.6 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -558457.937500 Penalty: 2973.700195
	Iteration 6F: 3 clusters Score -558457.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -558904.062500 Penalty: 2973.700195
	Iteration 7F: 3 clusters Score -558904.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -559229.000000 Penalty: 2973.700195
	Iteration 8Q: 3 clusters Score -559229 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -559480.000000 Penalty: 2973.700195
	Iteration 9Q: 3 clusters Score -559480 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -559640.625000 Penalty: 2973.700195
	Iteration 10Q: 3 clusters Score -559640.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -559745.250000 Penalty: 2973.700195
	Iteration 11Q: 3 clusters Score -559745.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -559819.312500 Penalty: 2973.700195
	Iteration 12Q: 3 clusters Score -559819.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -559870.562500 Penalty: 2973.700195
	Iteration 13Q: 3 clusters Score -559870.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -559923.062500 Penalty: 2973.700195
	Iteration 14Q: 3 clusters Score -559923.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -559965.750000 Penalty: 2973.700195
	Iteration 15Q: 3 clusters Score -559965.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -560008.375000 Penalty: 2973.700195
	Iteration 16Q: 3 clusters Score -560008.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -560045.750000 Penalty: 2973.700195
	Iteration 17Q: 3 clusters Score -560045.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -560076.937500 Penalty: 2973.700195
	Iteration 18Q: 3 clusters Score -560076.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -560103.875000 Penalty: 2973.700195
	Iteration 19Q: 3 clusters Score -560103.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -560129.687500 Penalty: 2973.700195
	Iteration 20F: 3 clusters Score -560129.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -560157.750000 Penalty: 2973.700195
	Iteration 21Q: 3 clusters Score -560157.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -560194.250000 Penalty: 2973.700195
	Iteration 22Q: 3 clusters Score -560194.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -560229.750000 Penalty: 2973.700195
	Iteration 23Q: 3 clusters Score -560229.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -560243.062500 Penalty: 2973.700195
	Iteration 24Q: 3 clusters Score -560243.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -560248.937500 Penalty: 2973.700195
	Iteration 25Q: 3 clusters Score -560248.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -560260.937500 Penalty: 2973.700195
	Iteration 26Q: 3 clusters Score -560260.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -560275.062500 Penalty: 2973.700195
	Iteration 27Q: 3 clusters Score -560275.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -560289.437500 Penalty: 2973.700195
	Iteration 28Q: 3 clusters Score -560289.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -560305.500000 Penalty: 2973.700195
	Iteration 29Q: 3 clusters Score -560305.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -560325.687500 Penalty: 2973.700195
	Iteration 30Q: 3 clusters Score -560325.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -560339.625000 Penalty: 2973.700195
	Iteration 31Q: 3 clusters Score -560339.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -560345.187500 Penalty: 2973.700195
	Iteration 32Q: 3 clusters Score -560345.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -560349.687500 Penalty: 2973.700195
	Iteration 33Q: 3 clusters Score -560349.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -560351.312500 Penalty: 2973.700195
	Iteration 34Q: 3 clusters Score -560351.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -560353.375000 Penalty: 2973.700195
	Iteration 35Q: 3 clusters Score -560353.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -560353.375000 Penalty: 2973.700195
	Iteration 36Q: 3 clusters Score -560353.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -560357.000000 Penalty: 2973.700195
	Iteration 37Q: 3 clusters Score -560357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -560357.750000 Penalty: 2973.700195
	Iteration 38Q: 3 clusters Score -560357.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -560359.250000 Penalty: 2973.700195
	Iteration 39Q: 3 clusters Score -560359.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -560359.875000 Penalty: 2973.700195
	Iteration 40F: 3 clusters Score -560359.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -36111.457031 Penalty: 1065.707153
	Iteration 0F: 2 clusters Score -36111.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -35016.976562 Penalty: 2131.414307
	Iteration 0F: 3 clusters Score -35016.98 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -35604.277344 Penalty: 2131.414307
	Iteration 1F: 3 clusters Score -35604.28 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36008.539062 Penalty: 2131.414307
	Iteration 2F: 3 clusters Score -36008.54 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -36203.792969 Penalty: 2131.414307
	Iteration 3F: 3 clusters Score -36203.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36304.957031 Penalty: 2131.414307
	Iteration 4Q: 3 clusters Score -36304.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36359.746094 Penalty: 2131.414307
	Iteration 5Q: 3 clusters Score -36359.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36390.023438 Penalty: 2131.414307
	Iteration 6Q: 3 clusters Score -36390.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36403.984375 Penalty: 2131.414307
	Iteration 7Q: 3 clusters Score -36403.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36429.214844 Penalty: 2131.414307
	Iteration 8Q: 3 clusters Score -36429.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36444.480469 Penalty: 2131.414307
	Iteration 9Q: 3 clusters Score -36444.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36448.921875 Penalty: 2131.414307
	Iteration 10Q: 3 clusters Score -36448.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36460.523438 Penalty: 2131.414307
	Iteration 11Q: 3 clusters Score -36460.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36471.054688 Penalty: 2131.414307
	Iteration 12Q: 3 clusters Score -36471.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36487.292969 Penalty: 2131.414307
	Iteration 13Q: 3 clusters Score -36487.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -36494.156250 Penalty: 2131.414307
	Iteration 14Q: 3 clusters Score -36494.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -36494.156250 Penalty: 2131.414307
	Iteration 15F: 3 clusters Score -36494.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 550 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19484 members 
Mstep: Class 5 contains 1247 members 
Mstep: Class 6 contains 4957 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28424 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19539 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11381 members 
Mstep: Class 14 contains 66255 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6961 members 
Mstep: Class 17 contains 8431 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123277 members 
Mstep: Class 20 contains 7698 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7181 members 
Mstep: Class 23 contains 10744 members 
Mstep: Class 24 contains 2572 members 
Mstep: Class 25 contains 5038 members 
Mstep: Class 26 contains 155 members 
Entering Unmasked Estep 
Score: -21333406.000000 Penalty: 54051.542969
Splitting cluster 2 changes total score from -21334020.000000 to -21333406.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Entering Unmasked Estep 
Score: -166804.500000 Penalty: 1290.749390
	Iteration 0F: 2 clusters Score -166804.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -164234.140625 Penalty: 2581.498779
	Iteration 0F: 3 clusters Score -164234.1 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -164925.609375 Penalty: 2581.498779
	Iteration 1F: 3 clusters Score -164925.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -165189.187500 Penalty: 2581.498779
	Iteration 2F: 3 clusters Score -165189.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -165395.500000 Penalty: 2581.498779
	Iteration 3F: 3 clusters Score -165395.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -165620.890625 Penalty: 2581.498779
	Iteration 4F: 3 clusters Score -165620.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -165842.437500 Penalty: 2581.498779
	Iteration 5F: 3 clusters Score -165842.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -165992.046875 Penalty: 2581.498779
	Iteration 6F: 3 clusters Score -165992 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -166089.421875 Penalty: 2581.498779
	Iteration 7Q: 3 clusters Score -166089.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -166165.234375 Penalty: 2581.498779
	Iteration 8Q: 3 clusters Score -166165.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -166224.468750 Penalty: 2581.498779
	Iteration 9Q: 3 clusters Score -166224.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -166252.062500 Penalty: 2581.498779
	Iteration 10Q: 3 clusters Score -166252.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -166267.000000 Penalty: 2581.498779
	Iteration 11Q: 3 clusters Score -166267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -166283.000000 Penalty: 2581.498779
	Iteration 12Q: 3 clusters Score -166283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -166291.234375 Penalty: 2581.498779
	Iteration 13Q: 3 clusters Score -166291.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -166298.140625 Penalty: 2581.498779
	Iteration 14Q: 3 clusters Score -166298.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -166304.609375 Penalty: 2581.498779
	Iteration 15Q: 3 clusters Score -166304.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -166307.984375 Penalty: 2581.498779
	Iteration 16Q: 3 clusters Score -166308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -166310.343750 Penalty: 2581.498779
	Iteration 17Q: 3 clusters Score -166310.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -166312.546875 Penalty: 2581.498779
	Iteration 18Q: 3 clusters Score -166312.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -166317.046875 Penalty: 2581.498779
	Iteration 19Q: 3 clusters Score -166317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -166322.171875 Penalty: 2581.498779
	Iteration 20F: 3 clusters Score -166322.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -166325.218750 Penalty: 2581.498779
	Iteration 21Q: 3 clusters Score -166325.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -166327.593750 Penalty: 2581.498779
	Iteration 22Q: 3 clusters Score -166327.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -166328.937500 Penalty: 2581.498779
	Iteration 23Q: 3 clusters Score -166328.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -166330.750000 Penalty: 2581.498779
	Iteration 24Q: 3 clusters Score -166330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -166332.515625 Penalty: 2581.498779
	Iteration 25Q: 3 clusters Score -166332.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -166334.296875 Penalty: 2581.498779
	Iteration 26Q: 3 clusters Score -166334.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -166334.703125 Penalty: 2581.498779
	Iteration 27Q: 3 clusters Score -166334.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -166335.062500 Penalty: 2581.498779
	Iteration 28Q: 3 clusters Score -166335.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -166334.984375 Penalty: 2581.498779
	Iteration 29Q: 3 clusters Score -166335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -166334.984375 Penalty: 2581.498779
	Iteration 30F: 3 clusters Score -166335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Entering Unmasked Estep 
Score: -1199023.375000 Penalty: 1605.069214
	Iteration 0F: 2 clusters Score -1199023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1185601.750000 Penalty: 3210.138428
	Iteration 0F: 3 clusters Score -1185602 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1190376.625000 Penalty: 3210.138428
	Iteration 1F: 3 clusters Score -1190377 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1190693.125000 Penalty: 3210.138428
	Iteration 2Q: 3 clusters Score -1190693 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1190998.375000 Penalty: 3210.138428
	Iteration 3Q: 3 clusters Score -1190998 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1191339.250000 Penalty: 3210.138428
	Iteration 4Q: 3 clusters Score -1191339 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1191754.875000 Penalty: 3210.138428
	Iteration 5Q: 3 clusters Score -1191755 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1192348.500000 Penalty: 3210.138428
	Iteration 6F: 3 clusters Score -1192348 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1193201.875000 Penalty: 3210.138428
	Iteration 7F: 3 clusters Score -1193202 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1194212.750000 Penalty: 3210.138428
	Iteration 8F: 3 clusters Score -1194213 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1195153.375000 Penalty: 3210.138428
	Iteration 9F: 3 clusters Score -1195153 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -1196007.250000 Penalty: 3210.138428
	Iteration 10F: 3 clusters Score -1196007 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1196563.125000 Penalty: 3210.138428
	Iteration 11Q: 3 clusters Score -1196563 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -1196965.625000 Penalty: 3210.138428
	Iteration 12Q: 3 clusters Score -1196966 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1197205.750000 Penalty: 3210.138428
	Iteration 13Q: 3 clusters Score -1197206 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -1197345.125000 Penalty: 3210.138428
	Iteration 14Q: 3 clusters Score -1197345 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1197436.875000 Penalty: 3210.138428
	Iteration 15Q: 3 clusters Score -1197437 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -1197512.125000 Penalty: 3210.138428
	Iteration 16Q: 3 clusters Score -1197512 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -1197564.750000 Penalty: 3210.138428
	Iteration 17Q: 3 clusters Score -1197565 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -1197607.250000 Penalty: 3210.138428
	Iteration 18Q: 3 clusters Score -1197607 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -1197634.500000 Penalty: 3210.138428
	Iteration 19Q: 3 clusters Score -1197634 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -1197663.250000 Penalty: 3210.138428
	Iteration 20F: 3 clusters Score -1197663 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -1197683.375000 Penalty: 3210.138428
	Iteration 21Q: 3 clusters Score -1197683 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -1197699.875000 Penalty: 3210.138428
	Iteration 22Q: 3 clusters Score -1197700 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -1197720.875000 Penalty: 3210.138428
	Iteration 23Q: 3 clusters Score -1197721 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -1197742.375000 Penalty: 3210.138428
	Iteration 24Q: 3 clusters Score -1197742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1197754.875000 Penalty: 3210.138428
	Iteration 25Q: 3 clusters Score -1197755 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -1197764.125000 Penalty: 3210.138428
	Iteration 26Q: 3 clusters Score -1197764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -1197775.250000 Penalty: 3210.138428
	Iteration 27Q: 3 clusters Score -1197775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -1197785.125000 Penalty: 3210.138428
	Iteration 28Q: 3 clusters Score -1197785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -1197786.375000 Penalty: 3210.138428
	Iteration 29Q: 3 clusters Score -1197786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -1197788.750000 Penalty: 3210.138428
	Iteration 30Q: 3 clusters Score -1197789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -1197792.375000 Penalty: 3210.138428
	Iteration 31Q: 3 clusters Score -1197792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -1197797.875000 Penalty: 3210.138428
	Iteration 32Q: 3 clusters Score -1197798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -1197798.875000 Penalty: 3210.138428
	Iteration 33Q: 3 clusters Score -1197799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -1197799.000000 Penalty: 3210.138428
	Iteration 34Q: 3 clusters Score -1197799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -1197801.500000 Penalty: 3210.138428
	Iteration 35Q: 3 clusters Score -1197802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -1197804.625000 Penalty: 3210.138428
	Iteration 36Q: 3 clusters Score -1197805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -1197805.375000 Penalty: 3210.138428
	Iteration 37Q: 3 clusters Score -1197805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -1197808.000000 Penalty: 3210.138428
	Iteration 38Q: 3 clusters Score -1197808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -1197808.375000 Penalty: 3210.138428
	Iteration 39Q: 3 clusters Score -1197808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -1197808.375000 Penalty: 3210.138428
	Iteration 40F: 3 clusters Score -1197808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -1197809.500000 Penalty: 3210.138428
	Iteration 41Q: 3 clusters Score -1197810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -1197809.625000 Penalty: 3210.138428
	Iteration 42Q: 3 clusters Score -1197810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -1197810.250000 Penalty: 3210.138428
	Iteration 43Q: 3 clusters Score -1197810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -1197810.250000 Penalty: 3210.138428
	Iteration 44F: 3 clusters Score -1197810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -69851.398438 Penalty: 1158.380615
	Iteration 0F: 2 clusters Score -69851.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -68241.531250 Penalty: 2316.761230
	Iteration 0F: 3 clusters Score -68241.53 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -68572.570312 Penalty: 2316.761230
	Iteration 1F: 3 clusters Score -68572.57 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -68640.578125 Penalty: 2316.761230
	Iteration 2F: 3 clusters Score -68640.58 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -68681.726562 Penalty: 2316.761230
	Iteration 3Q: 3 clusters Score -68681.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -68708.093750 Penalty: 2316.761230
	Iteration 4Q: 3 clusters Score -68708.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -68735.585938 Penalty: 2316.761230
	Iteration 5Q: 3 clusters Score -68735.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -68762.250000 Penalty: 2316.761230
	Iteration 6Q: 3 clusters Score -68762.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -68776.632812 Penalty: 2316.761230
	Iteration 7Q: 3 clusters Score -68776.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -68790.742188 Penalty: 2316.761230
	Iteration 8Q: 3 clusters Score -68790.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -68805.835938 Penalty: 2316.761230
	Iteration 9Q: 3 clusters Score -68805.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -68828.132812 Penalty: 2316.761230
	Iteration 10Q: 3 clusters Score -68828.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -68861.593750 Penalty: 2316.761230
	Iteration 11Q: 3 clusters Score -68861.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -68881.398438 Penalty: 2316.761230
	Iteration 12Q: 3 clusters Score -68881.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -68891.179688 Penalty: 2316.761230
	Iteration 13Q: 3 clusters Score -68891.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -68903.757812 Penalty: 2316.761230
	Iteration 14Q: 3 clusters Score -68903.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -68912.765625 Penalty: 2316.761230
	Iteration 15Q: 3 clusters Score -68912.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -68920.382812 Penalty: 2316.761230
	Iteration 16Q: 3 clusters Score -68920.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -68929.539062 Penalty: 2316.761230
	Iteration 17Q: 3 clusters Score -68929.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -68937.875000 Penalty: 2316.761230
	Iteration 18Q: 3 clusters Score -68937.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -68941.812500 Penalty: 2316.761230
	Iteration 19Q: 3 clusters Score -68941.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -68944.109375 Penalty: 2316.761230
	Iteration 20F: 3 clusters Score -68944.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -68946.664062 Penalty: 2316.761230
	Iteration 21Q: 3 clusters Score -68946.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -68949.343750 Penalty: 2316.761230
	Iteration 22Q: 3 clusters Score -68949.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -68952.062500 Penalty: 2316.761230
	Iteration 23Q: 3 clusters Score -68952.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -68956.375000 Penalty: 2316.761230
	Iteration 24Q: 3 clusters Score -68956.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -68969.867188 Penalty: 2316.761230
	Iteration 25Q: 3 clusters Score -68969.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -68974.750000 Penalty: 2316.761230
	Iteration 26Q: 3 clusters Score -68974.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -68985.226562 Penalty: 2316.761230
	Iteration 27Q: 3 clusters Score -68985.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -68999.968750 Penalty: 2316.761230
	Iteration 28Q: 3 clusters Score -68999.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -69015.265625 Penalty: 2316.761230
	Iteration 29Q: 3 clusters Score -69015.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -69031.953125 Penalty: 2316.761230
	Iteration 30Q: 3 clusters Score -69031.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -69060.289062 Penalty: 2316.761230
	Iteration 31Q: 3 clusters Score -69060.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -69090.429688 Penalty: 2316.761230
	Iteration 32Q: 3 clusters Score -69090.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -69101.468750 Penalty: 2316.761230
	Iteration 33Q: 3 clusters Score -69101.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -69112.015625 Penalty: 2316.761230
	Iteration 34Q: 3 clusters Score -69112.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -69121.601562 Penalty: 2316.761230
	Iteration 35Q: 3 clusters Score -69121.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -69129.765625 Penalty: 2316.761230
	Iteration 36Q: 3 clusters Score -69129.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -69137.484375 Penalty: 2316.761230
	Iteration 37Q: 3 clusters Score -69137.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -69146.804688 Penalty: 2316.761230
	Iteration 38Q: 3 clusters Score -69146.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -69154.562500 Penalty: 2316.761230
	Iteration 39Q: 3 clusters Score -69154.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -69165.343750 Penalty: 2316.761230
	Iteration 40F: 3 clusters Score -69165.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -69172.890625 Penalty: 2316.761230
	Iteration 41Q: 3 clusters Score -69172.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -69181.273438 Penalty: 2316.761230
	Iteration 42Q: 3 clusters Score -69181.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -69195.437500 Penalty: 2316.761230
	Iteration 43Q: 3 clusters Score -69195.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -69210.273438 Penalty: 2316.761230
	Iteration 44Q: 3 clusters Score -69210.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -69219.101562 Penalty: 2316.761230
	Iteration 45Q: 3 clusters Score -69219.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -69221.929688 Penalty: 2316.761230
	Iteration 46Q: 3 clusters Score -69221.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -69230.937500 Penalty: 2316.761230
	Iteration 47Q: 3 clusters Score -69230.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -69248.375000 Penalty: 2316.761230
	Iteration 48Q: 3 clusters Score -69248.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -69262.726562 Penalty: 2316.761230
	Iteration 49Q: 3 clusters Score -69262.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -69272.546875 Penalty: 2316.761230
	Iteration 50Q: 3 clusters Score -69272.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -69281.070312 Penalty: 2316.761230
	Iteration 51Q: 3 clusters Score -69281.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -69285.335938 Penalty: 2316.761230
	Iteration 52Q: 3 clusters Score -69285.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -69291.500000 Penalty: 2316.761230
	Iteration 53Q: 3 clusters Score -69291.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -69300.562500 Penalty: 2316.761230
	Iteration 54Q: 3 clusters Score -69300.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -69309.890625 Penalty: 2316.761230
	Iteration 55Q: 3 clusters Score -69309.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -69314.859375 Penalty: 2316.761230
	Iteration 56Q: 3 clusters Score -69314.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -69322.679688 Penalty: 2316.761230
	Iteration 57Q: 3 clusters Score -69322.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -69324.640625 Penalty: 2316.761230
	Iteration 58Q: 3 clusters Score -69324.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -69326.031250 Penalty: 2316.761230
	Iteration 59Q: 3 clusters Score -69326.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -69329.390625 Penalty: 2316.761230
	Iteration 60F: 3 clusters Score -69329.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -69333.789062 Penalty: 2316.761230
	Iteration 61Q: 3 clusters Score -69333.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -69340.828125 Penalty: 2316.761230
	Iteration 62Q: 3 clusters Score -69340.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -69361.187500 Penalty: 2316.761230
	Iteration 63Q: 3 clusters Score -69361.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -69373.867188 Penalty: 2316.761230
	Iteration 64Q: 3 clusters Score -69373.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -69381.828125 Penalty: 2316.761230
	Iteration 65Q: 3 clusters Score -69381.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -69384.046875 Penalty: 2316.761230
	Iteration 66Q: 3 clusters Score -69384.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -69385.125000 Penalty: 2316.761230
	Iteration 67Q: 3 clusters Score -69385.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -69385.125000 Penalty: 2316.761230
	Iteration 68F: 3 clusters Score -69385.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Entering Unmasked Estep 
Score: -250044.328125 Penalty: 1382.640381
	Iteration 0F: 2 clusters Score -250044.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -246116.859375 Penalty: 2765.280762
	Iteration 0F: 3 clusters Score -246116.9 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -247377.468750 Penalty: 2765.280762
	Iteration 1F: 3 clusters Score -247377.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -247669.953125 Penalty: 2765.280762
	Iteration 2F: 3 clusters Score -247670 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -247904.828125 Penalty: 2765.280762
	Iteration 3F: 3 clusters Score -247904.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -248131.296875 Penalty: 2765.280762
	Iteration 4F: 3 clusters Score -248131.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -248332.078125 Penalty: 2765.280762
	Iteration 5F: 3 clusters Score -248332.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -248470.921875 Penalty: 2765.280762
	Iteration 6Q: 3 clusters Score -248470.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -248574.593750 Penalty: 2765.280762
	Iteration 7Q: 3 clusters Score -248574.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -248657.421875 Penalty: 2765.280762
	Iteration 8Q: 3 clusters Score -248657.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -248725.046875 Penalty: 2765.280762
	Iteration 9Q: 3 clusters Score -248725 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -248770.296875 Penalty: 2765.280762
	Iteration 10Q: 3 clusters Score -248770.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -248809.859375 Penalty: 2765.280762
	Iteration 11Q: 3 clusters Score -248809.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -248862.515625 Penalty: 2765.280762
	Iteration 12Q: 3 clusters Score -248862.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -248914.703125 Penalty: 2765.280762
	Iteration 13Q: 3 clusters Score -248914.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -248955.953125 Penalty: 2765.280762
	Iteration 14Q: 3 clusters Score -248956 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -248990.031250 Penalty: 2765.280762
	Iteration 15Q: 3 clusters Score -248990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -249020.781250 Penalty: 2765.280762
	Iteration 16Q: 3 clusters Score -249020.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -249049.890625 Penalty: 2765.280762
	Iteration 17Q: 3 clusters Score -249049.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -249069.156250 Penalty: 2765.280762
	Iteration 18Q: 3 clusters Score -249069.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -249084.671875 Penalty: 2765.280762
	Iteration 19Q: 3 clusters Score -249084.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -249092.687500 Penalty: 2765.280762
	Iteration 20F: 3 clusters Score -249092.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -249097.515625 Penalty: 2765.280762
	Iteration 21Q: 3 clusters Score -249097.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -249103.500000 Penalty: 2765.280762
	Iteration 22Q: 3 clusters Score -249103.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -249107.078125 Penalty: 2765.280762
	Iteration 23Q: 3 clusters Score -249107.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -249110.265625 Penalty: 2765.280762
	Iteration 24Q: 3 clusters Score -249110.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -249113.609375 Penalty: 2765.280762
	Iteration 25Q: 3 clusters Score -249113.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -249118.546875 Penalty: 2765.280762
	Iteration 26Q: 3 clusters Score -249118.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -249124.250000 Penalty: 2765.280762
	Iteration 27Q: 3 clusters Score -249124.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -249126.875000 Penalty: 2765.280762
	Iteration 28Q: 3 clusters Score -249126.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -249128.218750 Penalty: 2765.280762
	Iteration 29Q: 3 clusters Score -249128.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -249129.625000 Penalty: 2765.280762
	Iteration 30Q: 3 clusters Score -249129.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -249131.203125 Penalty: 2765.280762
	Iteration 31Q: 3 clusters Score -249131.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -249133.703125 Penalty: 2765.280762
	Iteration 32Q: 3 clusters Score -249133.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -249135.093750 Penalty: 2765.280762
	Iteration 33Q: 3 clusters Score -249135.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -249136.109375 Penalty: 2765.280762
	Iteration 34Q: 3 clusters Score -249136.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -249137.296875 Penalty: 2765.280762
	Iteration 35Q: 3 clusters Score -249137.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -249139.156250 Penalty: 2765.280762
	Iteration 36Q: 3 clusters Score -249139.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -249143.390625 Penalty: 2765.280762
	Iteration 37Q: 3 clusters Score -249143.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -249144.421875 Penalty: 2765.280762
	Iteration 38Q: 3 clusters Score -249144.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -249145.031250 Penalty: 2765.280762
	Iteration 39Q: 3 clusters Score -249145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -249148.203125 Penalty: 2765.280762
	Iteration 40F: 3 clusters Score -249148.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -249148.609375 Penalty: 2765.280762
	Iteration 41Q: 3 clusters Score -249148.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -249150.531250 Penalty: 2765.280762
	Iteration 42Q: 3 clusters Score -249150.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -249151.843750 Penalty: 2765.280762
	Iteration 43Q: 3 clusters Score -249151.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -249155.593750 Penalty: 2765.280762
	Iteration 44Q: 3 clusters Score -249155.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -249162.937500 Penalty: 2765.280762
	Iteration 45Q: 3 clusters Score -249162.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -249166.796875 Penalty: 2765.280762
	Iteration 46Q: 3 clusters Score -249166.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -249170.703125 Penalty: 2765.280762
	Iteration 47Q: 3 clusters Score -249170.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -249175.078125 Penalty: 2765.280762
	Iteration 48Q: 3 clusters Score -249175.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -249176.312500 Penalty: 2765.280762
	Iteration 49Q: 3 clusters Score -249176.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -249177.171875 Penalty: 2765.280762
	Iteration 50Q: 3 clusters Score -249177.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -249177.281250 Penalty: 2765.280762
	Iteration 51Q: 3 clusters Score -249177.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -249177.562500 Penalty: 2765.280762
	Iteration 52Q: 3 clusters Score -249177.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -249177.640625 Penalty: 2765.280762
	Iteration 53Q: 3 clusters Score -249177.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -249177.640625 Penalty: 2765.280762
	Iteration 54F: 3 clusters Score -249177.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Entering Unmasked Estep 
Score: -325934.031250 Penalty: 1392.744263
	Iteration 0F: 2 clusters Score -325934 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 2601 members 
Entering Unmasked Estep 
Score: -321816.062500 Penalty: 2785.488525
	Iteration 0F: 3 clusters Score -321816.1 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -323090.406250 Penalty: 2785.488525
	Iteration 1F: 3 clusters Score -323090.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -323302.781250 Penalty: 2785.488525
	Iteration 2F: 3 clusters Score -323302.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -323465.593750 Penalty: 2785.488525
	Iteration 3F: 3 clusters Score -323465.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -323596.125000 Penalty: 2785.488525
	Iteration 4Q: 3 clusters Score -323596.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -323702.000000 Penalty: 2785.488525
	Iteration 5Q: 3 clusters Score -323702 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -323799.343750 Penalty: 2785.488525
	Iteration 6Q: 3 clusters Score -323799.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -323891.031250 Penalty: 2785.488525
	Iteration 7Q: 3 clusters Score -323891 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -323985.593750 Penalty: 2785.488525
	Iteration 8Q: 3 clusters Score -323985.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -324059.937500 Penalty: 2785.488525
	Iteration 9Q: 3 clusters Score -324059.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -324141.593750 Penalty: 2785.488525
	Iteration 10Q: 3 clusters Score -324141.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -324214.468750 Penalty: 2785.488525
	Iteration 11Q: 3 clusters Score -324214.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -324280.531250 Penalty: 2785.488525
	Iteration 12Q: 3 clusters Score -324280.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -324342.593750 Penalty: 2785.488525
	Iteration 13Q: 3 clusters Score -324342.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -324399.781250 Penalty: 2785.488525
	Iteration 14Q: 3 clusters Score -324399.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -324442.781250 Penalty: 2785.488525
	Iteration 15Q: 3 clusters Score -324442.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -324480.500000 Penalty: 2785.488525
	Iteration 16Q: 3 clusters Score -324480.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -324507.375000 Penalty: 2785.488525
	Iteration 17Q: 3 clusters Score -324507.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -324528.531250 Penalty: 2785.488525
	Iteration 18Q: 3 clusters Score -324528.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -324543.781250 Penalty: 2785.488525
	Iteration 19Q: 3 clusters Score -324543.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -324557.343750 Penalty: 2785.488525
	Iteration 20F: 3 clusters Score -324557.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -324576.812500 Penalty: 2785.488525
	Iteration 21Q: 3 clusters Score -324576.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -324595.812500 Penalty: 2785.488525
	Iteration 22Q: 3 clusters Score -324595.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -324616.156250 Penalty: 2785.488525
	Iteration 23Q: 3 clusters Score -324616.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -324634.156250 Penalty: 2785.488525
	Iteration 24Q: 3 clusters Score -324634.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -324650.625000 Penalty: 2785.488525
	Iteration 25Q: 3 clusters Score -324650.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -324664.312500 Penalty: 2785.488525
	Iteration 26Q: 3 clusters Score -324664.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -324674.718750 Penalty: 2785.488525
	Iteration 27Q: 3 clusters Score -324674.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -324685.843750 Penalty: 2785.488525
	Iteration 28Q: 3 clusters Score -324685.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -324693.562500 Penalty: 2785.488525
	Iteration 29Q: 3 clusters Score -324693.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -324704.531250 Penalty: 2785.488525
	Iteration 30Q: 3 clusters Score -324704.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -324712.562500 Penalty: 2785.488525
	Iteration 31Q: 3 clusters Score -324712.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -324720.500000 Penalty: 2785.488525
	Iteration 32Q: 3 clusters Score -324720.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -324735.812500 Penalty: 2785.488525
	Iteration 33Q: 3 clusters Score -324735.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -324755.593750 Penalty: 2785.488525
	Iteration 34Q: 3 clusters Score -324755.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -324774.500000 Penalty: 2785.488525
	Iteration 35Q: 3 clusters Score -324774.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -324788.812500 Penalty: 2785.488525
	Iteration 36Q: 3 clusters Score -324788.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -324812.062500 Penalty: 2785.488525
	Iteration 37Q: 3 clusters Score -324812.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -324832.093750 Penalty: 2785.488525
	Iteration 38Q: 3 clusters Score -324832.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -324848.312500 Penalty: 2785.488525
	Iteration 39Q: 3 clusters Score -324848.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -324864.343750 Penalty: 2785.488525
	Iteration 40F: 3 clusters Score -324864.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -324878.000000 Penalty: 2785.488525
	Iteration 41Q: 3 clusters Score -324878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -324888.187500 Penalty: 2785.488525
	Iteration 42Q: 3 clusters Score -324888.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -324899.687500 Penalty: 2785.488525
	Iteration 43Q: 3 clusters Score -324899.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -324907.187500 Penalty: 2785.488525
	Iteration 44Q: 3 clusters Score -324907.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -324911.062500 Penalty: 2785.488525
	Iteration 45Q: 3 clusters Score -324911.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -324914.093750 Penalty: 2785.488525
	Iteration 46Q: 3 clusters Score -324914.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -324914.843750 Penalty: 2785.488525
	Iteration 47Q: 3 clusters Score -324914.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -324915.718750 Penalty: 2785.488525
	Iteration 48Q: 3 clusters Score -324915.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -324916.156250 Penalty: 2785.488525
	Iteration 49Q: 3 clusters Score -324916.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -324916.156250 Penalty: 2785.488525
	Iteration 50F: 3 clusters Score -324916.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Entering Unmasked Estep 
Score: -98518.468750 Penalty: 1208.641724
	Iteration 0F: 2 clusters Score -98518.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -96611.765625 Penalty: 2417.283447
	Iteration 0F: 3 clusters Score -96611.77 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -96961.710938 Penalty: 2417.283447
	Iteration 1F: 3 clusters Score -96961.71 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -97073.796875 Penalty: 2417.283447
	Iteration 2F: 3 clusters Score -97073.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -97145.390625 Penalty: 2417.283447
	Iteration 3Q: 3 clusters Score -97145.39 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -97188.085938 Penalty: 2417.283447
	Iteration 4Q: 3 clusters Score -97188.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -97214.273438 Penalty: 2417.283447
	Iteration 5Q: 3 clusters Score -97214.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -97239.500000 Penalty: 2417.283447
	Iteration 6Q: 3 clusters Score -97239.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -97252.937500 Penalty: 2417.283447
	Iteration 7Q: 3 clusters Score -97252.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -97263.710938 Penalty: 2417.283447
	Iteration 8Q: 3 clusters Score -97263.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -97272.171875 Penalty: 2417.283447
	Iteration 9Q: 3 clusters Score -97272.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -97280.648438 Penalty: 2417.283447
	Iteration 10Q: 3 clusters Score -97280.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -97291.375000 Penalty: 2417.283447
	Iteration 11Q: 3 clusters Score -97291.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -97303.187500 Penalty: 2417.283447
	Iteration 12Q: 3 clusters Score -97303.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -97313.945312 Penalty: 2417.283447
	Iteration 13Q: 3 clusters Score -97313.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -97321.359375 Penalty: 2417.283447
	Iteration 14Q: 3 clusters Score -97321.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -97326.664062 Penalty: 2417.283447
	Iteration 15Q: 3 clusters Score -97326.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -97332.218750 Penalty: 2417.283447
	Iteration 16Q: 3 clusters Score -97332.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -97339.078125 Penalty: 2417.283447
	Iteration 17Q: 3 clusters Score -97339.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -97345.937500 Penalty: 2417.283447
	Iteration 18Q: 3 clusters Score -97345.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -97355.476562 Penalty: 2417.283447
	Iteration 19Q: 3 clusters Score -97355.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -97364.414062 Penalty: 2417.283447
	Iteration 20F: 3 clusters Score -97364.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -97373.085938 Penalty: 2417.283447
	Iteration 21Q: 3 clusters Score -97373.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -97381.921875 Penalty: 2417.283447
	Iteration 22Q: 3 clusters Score -97381.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -97391.843750 Penalty: 2417.283447
	Iteration 23Q: 3 clusters Score -97391.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -97400.468750 Penalty: 2417.283447
	Iteration 24Q: 3 clusters Score -97400.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -97409.031250 Penalty: 2417.283447
	Iteration 25Q: 3 clusters Score -97409.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -97413.000000 Penalty: 2417.283447
	Iteration 26Q: 3 clusters Score -97413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -97415.796875 Penalty: 2417.283447
	Iteration 27Q: 3 clusters Score -97415.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -97419.125000 Penalty: 2417.283447
	Iteration 28Q: 3 clusters Score -97419.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -97420.156250 Penalty: 2417.283447
	Iteration 29Q: 3 clusters Score -97420.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -97421.476562 Penalty: 2417.283447
	Iteration 30Q: 3 clusters Score -97421.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -97424.093750 Penalty: 2417.283447
	Iteration 31Q: 3 clusters Score -97424.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -97425.664062 Penalty: 2417.283447
	Iteration 32Q: 3 clusters Score -97425.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -97430.484375 Penalty: 2417.283447
	Iteration 33Q: 3 clusters Score -97430.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -97434.140625 Penalty: 2417.283447
	Iteration 34Q: 3 clusters Score -97434.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -97440.007812 Penalty: 2417.283447
	Iteration 35Q: 3 clusters Score -97440.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -97444.968750 Penalty: 2417.283447
	Iteration 36Q: 3 clusters Score -97444.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -97450.257812 Penalty: 2417.283447
	Iteration 37Q: 3 clusters Score -97450.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -97453.562500 Penalty: 2417.283447
	Iteration 38Q: 3 clusters Score -97453.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -97456.015625 Penalty: 2417.283447
	Iteration 39Q: 3 clusters Score -97456.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -97459.882812 Penalty: 2417.283447
	Iteration 40F: 3 clusters Score -97459.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -97466.531250 Penalty: 2417.283447
	Iteration 41Q: 3 clusters Score -97466.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -97469.187500 Penalty: 2417.283447
	Iteration 42Q: 3 clusters Score -97469.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -97470.609375 Penalty: 2417.283447
	Iteration 43Q: 3 clusters Score -97470.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -97473.421875 Penalty: 2417.283447
	Iteration 44Q: 3 clusters Score -97473.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -97474.671875 Penalty: 2417.283447
	Iteration 45Q: 3 clusters Score -97474.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -97475.734375 Penalty: 2417.283447
	Iteration 46Q: 3 clusters Score -97475.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -97478.000000 Penalty: 2417.283447
	Iteration 47Q: 3 clusters Score -97478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -97480.367188 Penalty: 2417.283447
	Iteration 48Q: 3 clusters Score -97480.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -97481.476562 Penalty: 2417.283447
	Iteration 49Q: 3 clusters Score -97481.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -97482.546875 Penalty: 2417.283447
	Iteration 50Q: 3 clusters Score -97482.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -97483.453125 Penalty: 2417.283447
	Iteration 51Q: 3 clusters Score -97483.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -97485.523438 Penalty: 2417.283447
	Iteration 52Q: 3 clusters Score -97485.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -97488.031250 Penalty: 2417.283447
	Iteration 53Q: 3 clusters Score -97488.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -97492.085938 Penalty: 2417.283447
	Iteration 54Q: 3 clusters Score -97492.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -97493.945312 Penalty: 2417.283447
	Iteration 55Q: 3 clusters Score -97493.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -97497.453125 Penalty: 2417.283447
	Iteration 56Q: 3 clusters Score -97497.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -97502.859375 Penalty: 2417.283447
	Iteration 57Q: 3 clusters Score -97502.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -97508.375000 Penalty: 2417.283447
	Iteration 58Q: 3 clusters Score -97508.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -97511.421875 Penalty: 2417.283447
	Iteration 59Q: 3 clusters Score -97511.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -97514.679688 Penalty: 2417.283447
	Iteration 60F: 3 clusters Score -97514.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -97517.507812 Penalty: 2417.283447
	Iteration 61Q: 3 clusters Score -97517.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -97520.125000 Penalty: 2417.283447
	Iteration 62Q: 3 clusters Score -97520.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -97523.757812 Penalty: 2417.283447
	Iteration 63Q: 3 clusters Score -97523.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -97528.585938 Penalty: 2417.283447
	Iteration 64Q: 3 clusters Score -97528.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -97533.914062 Penalty: 2417.283447
	Iteration 65Q: 3 clusters Score -97533.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -97539.968750 Penalty: 2417.283447
	Iteration 66Q: 3 clusters Score -97539.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -97543.085938 Penalty: 2417.283447
	Iteration 67Q: 3 clusters Score -97543.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -97546.640625 Penalty: 2417.283447
	Iteration 68Q: 3 clusters Score -97546.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -97550.625000 Penalty: 2417.283447
	Iteration 69Q: 3 clusters Score -97550.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -97552.031250 Penalty: 2417.283447
	Iteration 70Q: 3 clusters Score -97552.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -97553.476562 Penalty: 2417.283447
	Iteration 71Q: 3 clusters Score -97553.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -97554.132812 Penalty: 2417.283447
	Iteration 72Q: 3 clusters Score -97554.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -97554.234375 Penalty: 2417.283447
	Iteration 73Q: 3 clusters Score -97554.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -97554.234375 Penalty: 2417.283447
	Iteration 74F: 3 clusters Score -97554.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Entering Unmasked Estep 
Score: -1856313.875000 Penalty: 1666.435669
	Iteration 0F: 2 clusters Score -1856314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1837294.250000 Penalty: 3332.871338
	Iteration 0F: 3 clusters Score -1837294 nChanged 12968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1844480.375000 Penalty: 3332.871338
	Iteration 1F: 3 clusters Score -1844480 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1844931.000000 Penalty: 3332.871338
	Iteration 2Q: 3 clusters Score -1844931 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1845404.375000 Penalty: 3332.871338
	Iteration 3Q: 3 clusters Score -1845404 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1845954.125000 Penalty: 3332.871338
	Iteration 4Q: 3 clusters Score -1845954 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1846652.125000 Penalty: 3332.871338
	Iteration 5Q: 3 clusters Score -1846652 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1847485.375000 Penalty: 3332.871338
	Iteration 6F: 3 clusters Score -1847485 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1848599.625000 Penalty: 3332.871338
	Iteration 7F: 3 clusters Score -1848600 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1849923.875000 Penalty: 3332.871338
	Iteration 8F: 3 clusters Score -1849924 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1851414.500000 Penalty: 3332.871338
	Iteration 9F: 3 clusters Score -1851414 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1852559.500000 Penalty: 3332.871338
	Iteration 10F: 3 clusters Score -1852560 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1853167.875000 Penalty: 3332.871338
	Iteration 11Q: 3 clusters Score -1853168 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1853456.875000 Penalty: 3332.871338
	Iteration 12Q: 3 clusters Score -1853457 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1853631.625000 Penalty: 3332.871338
	Iteration 13Q: 3 clusters Score -1853632 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1853749.250000 Penalty: 3332.871338
	Iteration 14Q: 3 clusters Score -1853749 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1853853.000000 Penalty: 3332.871338
	Iteration 15Q: 3 clusters Score -1853853 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1853925.125000 Penalty: 3332.871338
	Iteration 16Q: 3 clusters Score -1853925 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1853985.500000 Penalty: 3332.871338
	Iteration 17Q: 3 clusters Score -1853986 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1854048.125000 Penalty: 3332.871338
	Iteration 18Q: 3 clusters Score -1854048 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1854101.750000 Penalty: 3332.871338
	Iteration 19Q: 3 clusters Score -1854102 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1854153.750000 Penalty: 3332.871338
	Iteration 20F: 3 clusters Score -1854154 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1854200.000000 Penalty: 3332.871338
	Iteration 21Q: 3 clusters Score -1854200 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1854255.750000 Penalty: 3332.871338
	Iteration 22Q: 3 clusters Score -1854256 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1854330.875000 Penalty: 3332.871338
	Iteration 23Q: 3 clusters Score -1854331 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1854412.375000 Penalty: 3332.871338
	Iteration 24Q: 3 clusters Score -1854412 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1854475.500000 Penalty: 3332.871338
	Iteration 25Q: 3 clusters Score -1854476 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1854526.000000 Penalty: 3332.871338
	Iteration 26Q: 3 clusters Score -1854526 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1854590.000000 Penalty: 3332.871338
	Iteration 27Q: 3 clusters Score -1854590 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1854655.250000 Penalty: 3332.871338
	Iteration 28Q: 3 clusters Score -1854655 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1854717.625000 Penalty: 3332.871338
	Iteration 29Q: 3 clusters Score -1854718 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1854759.875000 Penalty: 3332.871338
	Iteration 30Q: 3 clusters Score -1854760 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1854791.000000 Penalty: 3332.871338
	Iteration 31Q: 3 clusters Score -1854791 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1854831.125000 Penalty: 3332.871338
	Iteration 32Q: 3 clusters Score -1854831 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1854871.500000 Penalty: 3332.871338
	Iteration 33Q: 3 clusters Score -1854872 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1854904.375000 Penalty: 3332.871338
	Iteration 34Q: 3 clusters Score -1854904 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1854924.750000 Penalty: 3332.871338
	Iteration 35Q: 3 clusters Score -1854925 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1854939.250000 Penalty: 3332.871338
	Iteration 36Q: 3 clusters Score -1854939 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1854972.125000 Penalty: 3332.871338
	Iteration 37Q: 3 clusters Score -1854972 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1854986.000000 Penalty: 3332.871338
	Iteration 38Q: 3 clusters Score -1854986 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1855007.750000 Penalty: 3332.871338
	Iteration 39Q: 3 clusters Score -1855008 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1855012.375000 Penalty: 3332.871338
	Iteration 40F: 3 clusters Score -1855012 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1855019.500000 Penalty: 3332.871338
	Iteration 41Q: 3 clusters Score -1855020 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1855039.375000 Penalty: 3332.871338
	Iteration 42Q: 3 clusters Score -1855039 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1855036.625000 Penalty: 3332.871338
	Iteration 43Q: 3 clusters Score -1855037 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1855043.875000 Penalty: 3332.871338
	Iteration 44Q: 3 clusters Score -1855044 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1855057.875000 Penalty: 3332.871338
	Iteration 45Q: 3 clusters Score -1855058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1855058.875000 Penalty: 3332.871338
	Iteration 46Q: 3 clusters Score -1855059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1855062.750000 Penalty: 3332.871338
	Iteration 47Q: 3 clusters Score -1855063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -1855061.875000 Penalty: 3332.871338
	Iteration 48Q: 3 clusters Score -1855062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1855063.000000 Penalty: 3332.871338
	Iteration 49Q: 3 clusters Score -1855063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -1855062.875000 Penalty: 3332.871338
	Iteration 50Q: 3 clusters Score -1855063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1855064.375000 Penalty: 3332.871338
	Iteration 51Q: 3 clusters Score -1855064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1855064.000000 Penalty: 3332.871338
	Iteration 52Q: 3 clusters Score -1855064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1855068.250000 Penalty: 3332.871338
	Iteration 53Q: 3 clusters Score -1855068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1855065.625000 Penalty: 3332.871338
	Iteration 54Q: 3 clusters Score -1855066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1855067.750000 Penalty: 3332.871338
	Iteration 55Q: 3 clusters Score -1855068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1855070.000000 Penalty: 3332.871338
	Iteration 56Q: 3 clusters Score -1855070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1855067.250000 Penalty: 3332.871338
	Iteration 57Q: 3 clusters Score -1855067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1855070.375000 Penalty: 3332.871338
	Iteration 58Q: 3 clusters Score -1855070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -1855066.500000 Penalty: 3332.871338
	Iteration 59Q: 3 clusters Score -1855066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1855068.000000 Penalty: 3332.871338
	Iteration 60F: 3 clusters Score -1855068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1855068.125000 Penalty: 3332.871338
	Iteration 61Q: 3 clusters Score -1855068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -1855067.125000 Penalty: 3332.871338
	Iteration 62Q: 3 clusters Score -1855067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1855066.875000 Penalty: 3332.871338
	Iteration 63Q: 3 clusters Score -1855067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1855068.125000 Penalty: 3332.871338
	Iteration 64Q: 3 clusters Score -1855068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -1855070.875000 Penalty: 3332.871338
	Iteration 65Q: 3 clusters Score -1855071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1855069.750000 Penalty: 3332.871338
	Iteration 66Q: 3 clusters Score -1855070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1855069.375000 Penalty: 3332.871338
	Iteration 67Q: 3 clusters Score -1855069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1855071.500000 Penalty: 3332.871338
	Iteration 68Q: 3 clusters Score -1855072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -1855070.125000 Penalty: 3332.871338
	Iteration 69Q: 3 clusters Score -1855070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -1855070.875000 Penalty: 3332.871338
	Iteration 70Q: 3 clusters Score -1855071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -1855069.375000 Penalty: 3332.871338
	Iteration 71Q: 3 clusters Score -1855069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -1855071.000000 Penalty: 3332.871338
	Iteration 72Q: 3 clusters Score -1855071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -1855067.750000 Penalty: 3332.871338
	Iteration 73Q: 3 clusters Score -1855068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -1855072.750000 Penalty: 3332.871338
	Iteration 74Q: 3 clusters Score -1855073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -1855068.375000 Penalty: 3332.871338
	Iteration 75Q: 3 clusters Score -1855068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -1855066.875000 Penalty: 3332.871338
	Iteration 76Q: 3 clusters Score -1855067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1855069.875000 Penalty: 3332.871338
	Iteration 77Q: 3 clusters Score -1855070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -1855066.750000 Penalty: 3332.871338
	Iteration 78Q: 3 clusters Score -1855067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1855066.000000 Penalty: 3332.871338
	Iteration 79Q: 3 clusters Score -1855066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -1855066.125000 Penalty: 3332.871338
	Iteration 80F: 3 clusters Score -1855066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -1855069.500000 Penalty: 3332.871338
	Iteration 81Q: 3 clusters Score -1855070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -1855071.125000 Penalty: 3332.871338
	Iteration 82Q: 3 clusters Score -1855071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -1855071.125000 Penalty: 3332.871338
	Iteration 83F: 3 clusters Score -1855071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Entering Unmasked Estep 
Score: -312597.875000 Penalty: 1389.382812
	Iteration 0F: 2 clusters Score -312597.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -308563.406250 Penalty: 2778.765625
	Iteration 0F: 3 clusters Score -308563.4 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -309645.062500 Penalty: 2778.765625
	Iteration 1F: 3 clusters Score -309645.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -309814.656250 Penalty: 2778.765625
	Iteration 2F: 3 clusters Score -309814.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -309951.437500 Penalty: 2778.765625
	Iteration 3Q: 3 clusters Score -309951.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -310054.718750 Penalty: 2778.765625
	Iteration 4Q: 3 clusters Score -310054.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -310140.343750 Penalty: 2778.765625
	Iteration 5Q: 3 clusters Score -310140.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -310197.500000 Penalty: 2778.765625
	Iteration 6Q: 3 clusters Score -310197.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -310247.906250 Penalty: 2778.765625
	Iteration 7Q: 3 clusters Score -310247.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -310298.187500 Penalty: 2778.765625
	Iteration 8Q: 3 clusters Score -310298.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -310355.593750 Penalty: 2778.765625
	Iteration 9Q: 3 clusters Score -310355.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -310414.250000 Penalty: 2778.765625
	Iteration 10Q: 3 clusters Score -310414.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -310490.468750 Penalty: 2778.765625
	Iteration 11Q: 3 clusters Score -310490.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -310563.625000 Penalty: 2778.765625
	Iteration 12Q: 3 clusters Score -310563.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -310630.156250 Penalty: 2778.765625
	Iteration 13Q: 3 clusters Score -310630.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -310693.812500 Penalty: 2778.765625
	Iteration 14Q: 3 clusters Score -310693.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -310777.437500 Penalty: 2778.765625
	Iteration 15Q: 3 clusters Score -310777.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -310858.906250 Penalty: 2778.765625
	Iteration 16Q: 3 clusters Score -310858.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -310926.843750 Penalty: 2778.765625
	Iteration 17Q: 3 clusters Score -310926.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -310985.125000 Penalty: 2778.765625
	Iteration 18Q: 3 clusters Score -310985.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -311036.218750 Penalty: 2778.765625
	Iteration 19Q: 3 clusters Score -311036.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -311075.250000 Penalty: 2778.765625
	Iteration 20F: 3 clusters Score -311075.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -311109.781250 Penalty: 2778.765625
	Iteration 21Q: 3 clusters Score -311109.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -311137.468750 Penalty: 2778.765625
	Iteration 22Q: 3 clusters Score -311137.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -311165.781250 Penalty: 2778.765625
	Iteration 23Q: 3 clusters Score -311165.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -311188.625000 Penalty: 2778.765625
	Iteration 24Q: 3 clusters Score -311188.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -311206.656250 Penalty: 2778.765625
	Iteration 25Q: 3 clusters Score -311206.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -311235.062500 Penalty: 2778.765625
	Iteration 26Q: 3 clusters Score -311235.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -311260.156250 Penalty: 2778.765625
	Iteration 27Q: 3 clusters Score -311260.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -311285.625000 Penalty: 2778.765625
	Iteration 28Q: 3 clusters Score -311285.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -311312.437500 Penalty: 2778.765625
	Iteration 29Q: 3 clusters Score -311312.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -311334.500000 Penalty: 2778.765625
	Iteration 30Q: 3 clusters Score -311334.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -311356.750000 Penalty: 2778.765625
	Iteration 31Q: 3 clusters Score -311356.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -311373.406250 Penalty: 2778.765625
	Iteration 32Q: 3 clusters Score -311373.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -311386.531250 Penalty: 2778.765625
	Iteration 33Q: 3 clusters Score -311386.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -311397.875000 Penalty: 2778.765625
	Iteration 34Q: 3 clusters Score -311397.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -311413.843750 Penalty: 2778.765625
	Iteration 35Q: 3 clusters Score -311413.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -311430.718750 Penalty: 2778.765625
	Iteration 36Q: 3 clusters Score -311430.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -311441.062500 Penalty: 2778.765625
	Iteration 37Q: 3 clusters Score -311441.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -311447.281250 Penalty: 2778.765625
	Iteration 38Q: 3 clusters Score -311447.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -311452.218750 Penalty: 2778.765625
	Iteration 39Q: 3 clusters Score -311452.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -311455.156250 Penalty: 2778.765625
	Iteration 40F: 3 clusters Score -311455.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -311458.250000 Penalty: 2778.765625
	Iteration 41Q: 3 clusters Score -311458.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -311460.500000 Penalty: 2778.765625
	Iteration 42Q: 3 clusters Score -311460.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -311462.468750 Penalty: 2778.765625
	Iteration 43Q: 3 clusters Score -311462.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -311465.875000 Penalty: 2778.765625
	Iteration 44Q: 3 clusters Score -311465.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -311468.156250 Penalty: 2778.765625
	Iteration 45Q: 3 clusters Score -311468.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -311472.125000 Penalty: 2778.765625
	Iteration 46Q: 3 clusters Score -311472.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -311473.812500 Penalty: 2778.765625
	Iteration 47Q: 3 clusters Score -311473.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -311474.656250 Penalty: 2778.765625
	Iteration 48Q: 3 clusters Score -311474.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -311475.437500 Penalty: 2778.765625
	Iteration 49Q: 3 clusters Score -311475.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -311475.843750 Penalty: 2778.765625
	Iteration 50Q: 3 clusters Score -311475.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -311477.343750 Penalty: 2778.765625
	Iteration 51Q: 3 clusters Score -311477.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -311481.593750 Penalty: 2778.765625
	Iteration 52Q: 3 clusters Score -311481.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -311483.375000 Penalty: 2778.765625
	Iteration 53Q: 3 clusters Score -311483.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -311485.468750 Penalty: 2778.765625
	Iteration 54Q: 3 clusters Score -311485.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -311487.718750 Penalty: 2778.765625
	Iteration 55Q: 3 clusters Score -311487.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -311488.687500 Penalty: 2778.765625
	Iteration 56Q: 3 clusters Score -311488.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -311490.875000 Penalty: 2778.765625
	Iteration 57Q: 3 clusters Score -311490.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -311492.406250 Penalty: 2778.765625
	Iteration 58Q: 3 clusters Score -311492.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -311494.281250 Penalty: 2778.765625
	Iteration 59Q: 3 clusters Score -311494.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -311495.250000 Penalty: 2778.765625
	Iteration 60F: 3 clusters Score -311495.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -311498.812500 Penalty: 2778.765625
	Iteration 61Q: 3 clusters Score -311498.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -311502.406250 Penalty: 2778.765625
	Iteration 62Q: 3 clusters Score -311502.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -311503.406250 Penalty: 2778.765625
	Iteration 63Q: 3 clusters Score -311503.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -311504.625000 Penalty: 2778.765625
	Iteration 64Q: 3 clusters Score -311504.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -311505.468750 Penalty: 2778.765625
	Iteration 65Q: 3 clusters Score -311505.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -311506.937500 Penalty: 2778.765625
	Iteration 66Q: 3 clusters Score -311506.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -311507.093750 Penalty: 2778.765625
	Iteration 67Q: 3 clusters Score -311507.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -311507.093750 Penalty: 2778.765625
	Iteration 68F: 3 clusters Score -311507.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Entering Unmasked Estep 
Score: -1222988.375000 Penalty: 1605.527344
	Iteration 0F: 2 clusters Score -1222988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1209591.125000 Penalty: 3211.054688
	Iteration 0F: 3 clusters Score -1209591 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1214315.625000 Penalty: 3211.054688
	Iteration 1F: 3 clusters Score -1214316 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1214592.000000 Penalty: 3211.054688
	Iteration 2Q: 3 clusters Score -1214592 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1214815.000000 Penalty: 3211.054688
	Iteration 3Q: 3 clusters Score -1214815 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1215014.500000 Penalty: 3211.054688
	Iteration 4Q: 3 clusters Score -1215014 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1215200.125000 Penalty: 3211.054688
	Iteration 5Q: 3 clusters Score -1215200 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1215369.375000 Penalty: 3211.054688
	Iteration 6Q: 3 clusters Score -1215369 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1215523.125000 Penalty: 3211.054688
	Iteration 7Q: 3 clusters Score -1215523 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1215663.375000 Penalty: 3211.054688
	Iteration 8Q: 3 clusters Score -1215663 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1215782.625000 Penalty: 3211.054688
	Iteration 9Q: 3 clusters Score -1215783 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1215918.125000 Penalty: 3211.054688
	Iteration 10Q: 3 clusters Score -1215918 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1216084.500000 Penalty: 3211.054688
	Iteration 11Q: 3 clusters Score -1216084 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1216267.625000 Penalty: 3211.054688
	Iteration 12Q: 3 clusters Score -1216268 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1216510.875000 Penalty: 3211.054688
	Iteration 13Q: 3 clusters Score -1216511 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1216838.250000 Penalty: 3211.054688
	Iteration 14Q: 3 clusters Score -1216838 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1217304.875000 Penalty: 3211.054688
	Iteration 15Q: 3 clusters Score -1217305 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1217880.250000 Penalty: 3211.054688
	Iteration 16Q: 3 clusters Score -1217880 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1218609.625000 Penalty: 3211.054688
	Iteration 17F: 3 clusters Score -1218610 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1219420.250000 Penalty: 3211.054688
	Iteration 18F: 3 clusters Score -1219420 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1220080.750000 Penalty: 3211.054688
	Iteration 19Q: 3 clusters Score -1220081 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1220598.625000 Penalty: 3211.054688
	Iteration 20F: 3 clusters Score -1220599 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1220971.125000 Penalty: 3211.054688
	Iteration 21Q: 3 clusters Score -1220971 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1221192.875000 Penalty: 3211.054688
	Iteration 22Q: 3 clusters Score -1221193 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1221332.875000 Penalty: 3211.054688
	Iteration 23Q: 3 clusters Score -1221333 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1221417.125000 Penalty: 3211.054688
	Iteration 24Q: 3 clusters Score -1221417 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1221476.875000 Penalty: 3211.054688
	Iteration 25Q: 3 clusters Score -1221477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1221513.625000 Penalty: 3211.054688
	Iteration 26Q: 3 clusters Score -1221514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1221532.125000 Penalty: 3211.054688
	Iteration 27Q: 3 clusters Score -1221532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1221542.875000 Penalty: 3211.054688
	Iteration 28Q: 3 clusters Score -1221543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1221552.875000 Penalty: 3211.054688
	Iteration 29Q: 3 clusters Score -1221553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1221555.625000 Penalty: 3211.054688
	Iteration 30Q: 3 clusters Score -1221556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1221558.000000 Penalty: 3211.054688
	Iteration 31Q: 3 clusters Score -1221558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1221567.625000 Penalty: 3211.054688
	Iteration 32Q: 3 clusters Score -1221568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1221573.125000 Penalty: 3211.054688
	Iteration 33Q: 3 clusters Score -1221573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1221579.875000 Penalty: 3211.054688
	Iteration 34Q: 3 clusters Score -1221580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1221583.625000 Penalty: 3211.054688
	Iteration 35Q: 3 clusters Score -1221584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1221585.125000 Penalty: 3211.054688
	Iteration 36Q: 3 clusters Score -1221585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1221584.625000 Penalty: 3211.054688
	Iteration 37Q: 3 clusters Score -1221585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1221586.250000 Penalty: 3211.054688
	Iteration 38Q: 3 clusters Score -1221586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1221586.250000 Penalty: 3211.054688
	Iteration 39F: 3 clusters Score -1221586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -76444.703125 Penalty: 1158.380615
	Iteration 0F: 2 clusters Score -76444.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -74847.117188 Penalty: 2316.761230
	Iteration 0F: 3 clusters Score -74847.12 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -75125.421875 Penalty: 2316.761230
	Iteration 1F: 3 clusters Score -75125.42 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -75226.054688 Penalty: 2316.761230
	Iteration 2F: 3 clusters Score -75226.05 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -75276.882812 Penalty: 2316.761230
	Iteration 3Q: 3 clusters Score -75276.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -75311.687500 Penalty: 2316.761230
	Iteration 4Q: 3 clusters Score -75311.69 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -75345.117188 Penalty: 2316.761230
	Iteration 5Q: 3 clusters Score -75345.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -75379.984375 Penalty: 2316.761230
	Iteration 6Q: 3 clusters Score -75379.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -75399.132812 Penalty: 2316.761230
	Iteration 7Q: 3 clusters Score -75399.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -75412.968750 Penalty: 2316.761230
	Iteration 8Q: 3 clusters Score -75412.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -75419.460938 Penalty: 2316.761230
	Iteration 9Q: 3 clusters Score -75419.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -75423.304688 Penalty: 2316.761230
	Iteration 10Q: 3 clusters Score -75423.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -75425.054688 Penalty: 2316.761230
	Iteration 11Q: 3 clusters Score -75425.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -75427.523438 Penalty: 2316.761230
	Iteration 12Q: 3 clusters Score -75427.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -75430.140625 Penalty: 2316.761230
	Iteration 13Q: 3 clusters Score -75430.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -75431.945312 Penalty: 2316.761230
	Iteration 14Q: 3 clusters Score -75431.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -75432.171875 Penalty: 2316.761230
	Iteration 15Q: 3 clusters Score -75432.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -75432.171875 Penalty: 2316.761230
	Iteration 16F: 3 clusters Score -75432.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Entering Unmasked Estep 
Score: -692866.250000 Penalty: 1517.701416
	Iteration 0F: 2 clusters Score -692866.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -684838.375000 Penalty: 3035.402832
	Iteration 0F: 3 clusters Score -684838.4 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -687527.062500 Penalty: 3035.402832
	Iteration 1F: 3 clusters Score -687527.1 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -687945.500000 Penalty: 3035.402832
	Iteration 2F: 3 clusters Score -687945.5 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -688358.687500 Penalty: 3035.402832
	Iteration 3F: 3 clusters Score -688358.7 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -688803.750000 Penalty: 3035.402832
	Iteration 4F: 3 clusters Score -688803.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -689269.562500 Penalty: 3035.402832
	Iteration 5F: 3 clusters Score -689269.6 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -689672.187500 Penalty: 3035.402832
	Iteration 6F: 3 clusters Score -689672.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -690058.062500 Penalty: 3035.402832
	Iteration 7F: 3 clusters Score -690058.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -690401.375000 Penalty: 3035.402832
	Iteration 8Q: 3 clusters Score -690401.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -690692.187500 Penalty: 3035.402832
	Iteration 9Q: 3 clusters Score -690692.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -690945.062500 Penalty: 3035.402832
	Iteration 10Q: 3 clusters Score -690945.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -691180.375000 Penalty: 3035.402832
	Iteration 11Q: 3 clusters Score -691180.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -691385.500000 Penalty: 3035.402832
	Iteration 12Q: 3 clusters Score -691385.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -691563.375000 Penalty: 3035.402832
	Iteration 13Q: 3 clusters Score -691563.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -691699.500000 Penalty: 3035.402832
	Iteration 14Q: 3 clusters Score -691699.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -691799.937500 Penalty: 3035.402832
	Iteration 15Q: 3 clusters Score -691799.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -691875.250000 Penalty: 3035.402832
	Iteration 16Q: 3 clusters Score -691875.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -691933.812500 Penalty: 3035.402832
	Iteration 17Q: 3 clusters Score -691933.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -691979.437500 Penalty: 3035.402832
	Iteration 18Q: 3 clusters Score -691979.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -692010.812500 Penalty: 3035.402832
	Iteration 19Q: 3 clusters Score -692010.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -692025.187500 Penalty: 3035.402832
	Iteration 20F: 3 clusters Score -692025.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -692039.187500 Penalty: 3035.402832
	Iteration 21Q: 3 clusters Score -692039.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -692044.562500 Penalty: 3035.402832
	Iteration 22Q: 3 clusters Score -692044.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -692048.875000 Penalty: 3035.402832
	Iteration 23Q: 3 clusters Score -692048.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -692049.812500 Penalty: 3035.402832
	Iteration 24Q: 3 clusters Score -692049.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -692051.875000 Penalty: 3035.402832
	Iteration 25Q: 3 clusters Score -692051.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -692053.125000 Penalty: 3035.402832
	Iteration 26Q: 3 clusters Score -692053.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -692053.187500 Penalty: 3035.402832
	Iteration 27Q: 3 clusters Score -692053.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -692053.187500 Penalty: 3035.402832
	Iteration 28F: 3 clusters Score -692053.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66255 members 
Entering Unmasked Estep 
Score: -4252522.000000 Penalty: 1803.955688
	Iteration 0F: 2 clusters Score -4252522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -4208255.500000 Penalty: 3607.911377
	Iteration 0F: 3 clusters Score -4208256 nChanged 31487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -4226571.500000 Penalty: 3607.911377
	Iteration 1F: 3 clusters Score -4226572 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -4227252.000000 Penalty: 3607.911377
	Iteration 2Q: 3 clusters Score -4227252 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -4227944.000000 Penalty: 3607.911377
	Iteration 3Q: 3 clusters Score -4227944 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -4228799.000000 Penalty: 3607.911377
	Iteration 4Q: 3 clusters Score -4228799 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -4229883.500000 Penalty: 3607.911377
	Iteration 5Q: 3 clusters Score -4229884 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -4231416.000000 Penalty: 3607.911377
	Iteration 6Q: 3 clusters Score -4231416 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -4233568.000000 Penalty: 3607.911377
	Iteration 7F: 3 clusters Score -4233568 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -4236184.000000 Penalty: 3607.911377
	Iteration 8F: 3 clusters Score -4236184 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -4238515.500000 Penalty: 3607.911377
	Iteration 9F: 3 clusters Score -4238516 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -4239850.000000 Penalty: 3607.911377
	Iteration 10Q: 3 clusters Score -4239850 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -4240356.500000 Penalty: 3607.911377
	Iteration 11Q: 3 clusters Score -4240356 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -4240562.500000 Penalty: 3607.911377
	Iteration 12Q: 3 clusters Score -4240562 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -4240654.000000 Penalty: 3607.911377
	Iteration 13Q: 3 clusters Score -4240654 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -4240727.000000 Penalty: 3607.911377
	Iteration 14Q: 3 clusters Score -4240727 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -4240798.000000 Penalty: 3607.911377
	Iteration 15Q: 3 clusters Score -4240798 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -4240858.500000 Penalty: 3607.911377
	Iteration 16Q: 3 clusters Score -4240858 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -4240910.500000 Penalty: 3607.911377
	Iteration 17Q: 3 clusters Score -4240910 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -4240989.500000 Penalty: 3607.911377
	Iteration 18Q: 3 clusters Score -4240990 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -4241056.000000 Penalty: 3607.911377
	Iteration 19Q: 3 clusters Score -4241056 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -4241147.500000 Penalty: 3607.911377
	Iteration 20F: 3 clusters Score -4241148 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -4241205.500000 Penalty: 3607.911377
	Iteration 21Q: 3 clusters Score -4241206 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -4241276.500000 Penalty: 3607.911377
	Iteration 22Q: 3 clusters Score -4241276 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -4241356.000000 Penalty: 3607.911377
	Iteration 23Q: 3 clusters Score -4241356 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -4241493.500000 Penalty: 3607.911377
	Iteration 24Q: 3 clusters Score -4241494 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -4241591.500000 Penalty: 3607.911377
	Iteration 25Q: 3 clusters Score -4241592 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -4241735.500000 Penalty: 3607.911377
	Iteration 26Q: 3 clusters Score -4241736 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -4241875.000000 Penalty: 3607.911377
	Iteration 27Q: 3 clusters Score -4241875 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -4242024.500000 Penalty: 3607.911377
	Iteration 28Q: 3 clusters Score -4242024 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -4242180.000000 Penalty: 3607.911377
	Iteration 29Q: 3 clusters Score -4242180 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -4242341.500000 Penalty: 3607.911377
	Iteration 30Q: 3 clusters Score -4242342 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -4242534.000000 Penalty: 3607.911377
	Iteration 31Q: 3 clusters Score -4242534 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -4242731.500000 Penalty: 3607.911377
	Iteration 32Q: 3 clusters Score -4242732 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -4242957.000000 Penalty: 3607.911377
	Iteration 33Q: 3 clusters Score -4242957 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -4243220.000000 Penalty: 3607.911377
	Iteration 34Q: 3 clusters Score -4243220 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -4243487.500000 Penalty: 3607.911377
	Iteration 35Q: 3 clusters Score -4243488 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -4243809.000000 Penalty: 3607.911377
	Iteration 36Q: 3 clusters Score -4243809 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -4244167.500000 Penalty: 3607.911377
	Iteration 37Q: 3 clusters Score -4244168 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -4244500.000000 Penalty: 3607.911377
	Iteration 38Q: 3 clusters Score -4244500 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -4244883.000000 Penalty: 3607.911377
	Iteration 39Q: 3 clusters Score -4244883 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 51117 members 
Entering Unmasked Estep 
Score: -4245266.000000 Penalty: 3607.911377
	Iteration 40F: 3 clusters Score -4245266 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -4245672.500000 Penalty: 3607.911377
	Iteration 41Q: 3 clusters Score -4245672 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 53285 members 
Entering Unmasked Estep 
Score: -4246040.000000 Penalty: 3607.911377
	Iteration 42Q: 3 clusters Score -4246040 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 54312 members 
Entering Unmasked Estep 
Score: -4246434.000000 Penalty: 3607.911377
	Iteration 43Q: 3 clusters Score -4246434 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
Score: -4246807.000000 Penalty: 3607.911377
	Iteration 44Q: 3 clusters Score -4246807 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 56161 members 
Entering Unmasked Estep 
Score: -4247147.500000 Penalty: 3607.911377
	Iteration 45Q: 3 clusters Score -4247148 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 57056 members 
Entering Unmasked Estep 
Score: -4247541.000000 Penalty: 3607.911377
	Iteration 46Q: 3 clusters Score -4247541 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 57905 members 
Entering Unmasked Estep 
Score: -4247937.500000 Penalty: 3607.911377
	Iteration 47Q: 3 clusters Score -4247938 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 58749 members 
Entering Unmasked Estep 
Score: -4248379.500000 Penalty: 3607.911377
	Iteration 48Q: 3 clusters Score -4248380 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 59549 members 
Entering Unmasked Estep 
Score: -4248790.500000 Penalty: 3607.911377
	Iteration 49Q: 3 clusters Score -4248790 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -4249184.000000 Penalty: 3607.911377
	Iteration 50Q: 3 clusters Score -4249184 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 60915 members 
Entering Unmasked Estep 
Score: -4249564.500000 Penalty: 3607.911377
	Iteration 51Q: 3 clusters Score -4249564 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 61463 members 
Entering Unmasked Estep 
Score: -4249878.500000 Penalty: 3607.911377
	Iteration 52Q: 3 clusters Score -4249878 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 61951 members 
Entering Unmasked Estep 
Score: -4250178.000000 Penalty: 3607.911377
	Iteration 53Q: 3 clusters Score -4250178 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 62380 members 
Entering Unmasked Estep 
Score: -4250421.000000 Penalty: 3607.911377
	Iteration 54Q: 3 clusters Score -4250421 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 62717 members 
Entering Unmasked Estep 
Score: -4250596.000000 Penalty: 3607.911377
	Iteration 55Q: 3 clusters Score -4250596 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 63008 members 
Entering Unmasked Estep 
Score: -4250707.000000 Penalty: 3607.911377
	Iteration 56Q: 3 clusters Score -4250707 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 63246 members 
Entering Unmasked Estep 
Score: -4250830.500000 Penalty: 3607.911377
	Iteration 57Q: 3 clusters Score -4250830 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 63407 members 
Entering Unmasked Estep 
Score: -4250889.000000 Penalty: 3607.911377
	Iteration 58Q: 3 clusters Score -4250889 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 63555 members 
Entering Unmasked Estep 
Score: -4250949.000000 Penalty: 3607.911377
	Iteration 59Q: 3 clusters Score -4250949 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 63689 members 
Entering Unmasked Estep 
Score: -4251013.500000 Penalty: 3607.911377
	Iteration 60F: 3 clusters Score -4251014 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -4251043.500000 Penalty: 3607.911377
	Iteration 61Q: 3 clusters Score -4251044 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 63909 members 
Entering Unmasked Estep 
Score: -4251063.000000 Penalty: 3607.911377
	Iteration 62Q: 3 clusters Score -4251063 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 63986 members 
Entering Unmasked Estep 
Score: -4251088.500000 Penalty: 3607.911377
	Iteration 63Q: 3 clusters Score -4251088 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -4251100.500000 Penalty: 3607.911377
	Iteration 64Q: 3 clusters Score -4251100 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 64112 members 
Entering Unmasked Estep 
Score: -4251124.000000 Penalty: 3607.911377
	Iteration 65Q: 3 clusters Score -4251124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -4251126.000000 Penalty: 3607.911377
	Iteration 66Q: 3 clusters Score -4251126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -4251133.000000 Penalty: 3607.911377
	Iteration 67Q: 3 clusters Score -4251133 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 64245 members 
Entering Unmasked Estep 
Score: -4251142.500000 Penalty: 3607.911377
	Iteration 68Q: 3 clusters Score -4251142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
Score: -4251150.000000 Penalty: 3607.911377
	Iteration 69Q: 3 clusters Score -4251150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 64293 members 
Entering Unmasked Estep 
Score: -4251147.500000 Penalty: 3607.911377
	Iteration 70Q: 3 clusters Score -4251148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 64316 members 
Entering Unmasked Estep 
Score: -4251159.500000 Penalty: 3607.911377
	Iteration 71Q: 3 clusters Score -4251160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 64339 members 
Entering Unmasked Estep 
Score: -4251165.500000 Penalty: 3607.911377
	Iteration 72Q: 3 clusters Score -4251166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 64367 members 
Entering Unmasked Estep 
Score: -4251168.500000 Penalty: 3607.911377
	Iteration 73Q: 3 clusters Score -4251168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 64384 members 
Entering Unmasked Estep 
Score: -4251167.000000 Penalty: 3607.911377
	Iteration 74Q: 3 clusters Score -4251167 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 64406 members 
Entering Unmasked Estep 
Score: -4251173.500000 Penalty: 3607.911377
	Iteration 75Q: 3 clusters Score -4251174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 64429 members 
Entering Unmasked Estep 
Score: -4251175.500000 Penalty: 3607.911377
	Iteration 76Q: 3 clusters Score -4251176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 64454 members 
Entering Unmasked Estep 
Score: -4251188.000000 Penalty: 3607.911377
	Iteration 77Q: 3 clusters Score -4251188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 64480 members 
Entering Unmasked Estep 
Score: -4251195.000000 Penalty: 3607.911377
	Iteration 78Q: 3 clusters Score -4251195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 64500 members 
Entering Unmasked Estep 
Score: -4251192.000000 Penalty: 3607.911377
	Iteration 79Q: 3 clusters Score -4251192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 64516 members 
Entering Unmasked Estep 
Score: -4251188.500000 Penalty: 3607.911377
	Iteration 80F: 3 clusters Score -4251188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 64528 members 
Entering Unmasked Estep 
Score: -4251193.000000 Penalty: 3607.911377
	Iteration 81Q: 3 clusters Score -4251193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -4251192.000000 Penalty: 3607.911377
	Iteration 82Q: 3 clusters Score -4251192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 64559 members 
Entering Unmasked Estep 
Score: -4251200.500000 Penalty: 3607.911377
	Iteration 83Q: 3 clusters Score -4251200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 64571 members 
Entering Unmasked Estep 
Score: -4251202.500000 Penalty: 3607.911377
	Iteration 84Q: 3 clusters Score -4251202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 64580 members 
Entering Unmasked Estep 
Score: -4251203.000000 Penalty: 3607.911377
	Iteration 85Q: 3 clusters Score -4251203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -4251195.500000 Penalty: 3607.911377
	Iteration 86Q: 3 clusters Score -4251196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -4251202.500000 Penalty: 3607.911377
	Iteration 87Q: 3 clusters Score -4251202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 64604 members 
Entering Unmasked Estep 
Score: -4251207.000000 Penalty: 3607.911377
	Iteration 88Q: 3 clusters Score -4251207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 64615 members 
Entering Unmasked Estep 
Score: -4251208.000000 Penalty: 3607.911377
	Iteration 89Q: 3 clusters Score -4251208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 64621 members 
Entering Unmasked Estep 
Score: -4251206.000000 Penalty: 3607.911377
	Iteration 90Q: 3 clusters Score -4251206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 64630 members 
Entering Unmasked Estep 
Score: -4251203.000000 Penalty: 3607.911377
	Iteration 91Q: 3 clusters Score -4251203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 64641 members 
Entering Unmasked Estep 
Score: -4251205.500000 Penalty: 3607.911377
	Iteration 92Q: 3 clusters Score -4251206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
Score: -4251209.000000 Penalty: 3607.911377
	Iteration 93Q: 3 clusters Score -4251209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 64654 members 
Entering Unmasked Estep 
Score: -4251214.500000 Penalty: 3607.911377
	Iteration 94Q: 3 clusters Score -4251214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 64657 members 
Entering Unmasked Estep 
Score: -4251215.500000 Penalty: 3607.911377
	Iteration 95Q: 3 clusters Score -4251216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -4251214.500000 Penalty: 3607.911377
	Iteration 96Q: 3 clusters Score -4251214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 64664 members 
Entering Unmasked Estep 
Score: -4251214.000000 Penalty: 3607.911377
	Iteration 97Q: 3 clusters Score -4251214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 64665 members 
Entering Unmasked Estep 
Score: -4251214.000000 Penalty: 3607.911377
	Iteration 98Q: 3 clusters Score -4251214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 64666 members 
Entering Unmasked Estep 
Score: -4251212.500000 Penalty: 3607.911377
	Iteration 99Q: 3 clusters Score -4251212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 64668 members 
Entering Unmasked Estep 
Score: -4251211.000000 Penalty: 3607.911377
	Iteration 100F: 3 clusters Score -4251211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 64672 members 
Entering Unmasked Estep 
Score: -4251211.000000 Penalty: 3607.911377
	Iteration 101Q: 3 clusters Score -4251211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 64677 members 
Entering Unmasked Estep 
Score: -4251212.500000 Penalty: 3607.911377
	Iteration 102Q: 3 clusters Score -4251212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 64681 members 
Entering Unmasked Estep 
Score: -4251210.000000 Penalty: 3607.911377
	Iteration 103Q: 3 clusters Score -4251210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 64684 members 
Entering Unmasked Estep 
Score: -4251212.000000 Penalty: 3607.911377
	Iteration 104Q: 3 clusters Score -4251212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 64686 members 
Entering Unmasked Estep 
Score: -4251211.500000 Penalty: 3607.911377
	Iteration 105Q: 3 clusters Score -4251212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 64688 members 
Entering Unmasked Estep 
Score: -4251214.500000 Penalty: 3607.911377
	Iteration 106Q: 3 clusters Score -4251214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 64688 members 
Entering Unmasked Estep 
Score: -4251217.000000 Penalty: 3607.911377
	Iteration 107Q: 3 clusters Score -4251217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 64690 members 
Entering Unmasked Estep 
Score: -4251221.500000 Penalty: 3607.911377
	Iteration 108Q: 3 clusters Score -4251222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 64692 members 
Entering Unmasked Estep 
Score: -4251222.000000 Penalty: 3607.911377
	Iteration 109Q: 3 clusters Score -4251222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 64697 members 
Entering Unmasked Estep 
Score: -4251222.500000 Penalty: 3607.911377
	Iteration 110Q: 3 clusters Score -4251222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 64702 members 
Entering Unmasked Estep 
Score: -4251221.500000 Penalty: 3607.911377
	Iteration 111Q: 3 clusters Score -4251222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 64704 members 
Entering Unmasked Estep 
Score: -4251224.000000 Penalty: 3607.911377
	Iteration 112Q: 3 clusters Score -4251224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 64706 members 
Entering Unmasked Estep 
Score: -4251221.000000 Penalty: 3607.911377
	Iteration 113Q: 3 clusters Score -4251221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 64706 members 
Entering Unmasked Estep 
Score: -4251221.000000 Penalty: 3607.911377
	Iteration 114F: 3 clusters Score -4251221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Entering Unmasked Estep 
Score: -182550.750000 Penalty: 1301.034790
	Iteration 0F: 2 clusters Score -182550.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -179837.656250 Penalty: 2602.069580
	Iteration 0F: 3 clusters Score -179837.7 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -180468.437500 Penalty: 2602.069580
	Iteration 1F: 3 clusters Score -180468.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -180590.109375 Penalty: 2602.069580
	Iteration 2F: 3 clusters Score -180590.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -180669.359375 Penalty: 2602.069580
	Iteration 3Q: 3 clusters Score -180669.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -180723.078125 Penalty: 2602.069580
	Iteration 4Q: 3 clusters Score -180723.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -180763.765625 Penalty: 2602.069580
	Iteration 5Q: 3 clusters Score -180763.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -180805.078125 Penalty: 2602.069580
	Iteration 6Q: 3 clusters Score -180805.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -180841.953125 Penalty: 2602.069580
	Iteration 7Q: 3 clusters Score -180842 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -180863.953125 Penalty: 2602.069580
	Iteration 8Q: 3 clusters Score -180864 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -180885.109375 Penalty: 2602.069580
	Iteration 9Q: 3 clusters Score -180885.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -180905.562500 Penalty: 2602.069580
	Iteration 10Q: 3 clusters Score -180905.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -180921.953125 Penalty: 2602.069580
	Iteration 11Q: 3 clusters Score -180922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -180935.281250 Penalty: 2602.069580
	Iteration 12Q: 3 clusters Score -180935.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -180948.937500 Penalty: 2602.069580
	Iteration 13Q: 3 clusters Score -180948.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -180958.984375 Penalty: 2602.069580
	Iteration 14Q: 3 clusters Score -180959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -180971.187500 Penalty: 2602.069580
	Iteration 15Q: 3 clusters Score -180971.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -180992.593750 Penalty: 2602.069580
	Iteration 16Q: 3 clusters Score -180992.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -181012.359375 Penalty: 2602.069580
	Iteration 17Q: 3 clusters Score -181012.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -181028.609375 Penalty: 2602.069580
	Iteration 18Q: 3 clusters Score -181028.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -181038.250000 Penalty: 2602.069580
	Iteration 19Q: 3 clusters Score -181038.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -181046.281250 Penalty: 2602.069580
	Iteration 20F: 3 clusters Score -181046.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -181058.281250 Penalty: 2602.069580
	Iteration 21Q: 3 clusters Score -181058.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -181071.875000 Penalty: 2602.069580
	Iteration 22Q: 3 clusters Score -181071.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -181088.171875 Penalty: 2602.069580
	Iteration 23Q: 3 clusters Score -181088.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -181104.656250 Penalty: 2602.069580
	Iteration 24Q: 3 clusters Score -181104.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -181122.156250 Penalty: 2602.069580
	Iteration 25Q: 3 clusters Score -181122.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -181131.546875 Penalty: 2602.069580
	Iteration 26Q: 3 clusters Score -181131.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -181142.500000 Penalty: 2602.069580
	Iteration 27Q: 3 clusters Score -181142.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -181146.187500 Penalty: 2602.069580
	Iteration 28Q: 3 clusters Score -181146.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -181152.812500 Penalty: 2602.069580
	Iteration 29Q: 3 clusters Score -181152.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -181158.203125 Penalty: 2602.069580
	Iteration 30Q: 3 clusters Score -181158.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -181161.781250 Penalty: 2602.069580
	Iteration 31Q: 3 clusters Score -181161.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -181165.343750 Penalty: 2602.069580
	Iteration 32Q: 3 clusters Score -181165.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -181167.859375 Penalty: 2602.069580
	Iteration 33Q: 3 clusters Score -181167.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -181170.796875 Penalty: 2602.069580
	Iteration 34Q: 3 clusters Score -181170.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -181173.421875 Penalty: 2602.069580
	Iteration 35Q: 3 clusters Score -181173.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -181176.515625 Penalty: 2602.069580
	Iteration 36Q: 3 clusters Score -181176.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -181177.171875 Penalty: 2602.069580
	Iteration 37Q: 3 clusters Score -181177.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -181179.515625 Penalty: 2602.069580
	Iteration 38Q: 3 clusters Score -181179.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -181181.453125 Penalty: 2602.069580
	Iteration 39Q: 3 clusters Score -181181.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -181183.968750 Penalty: 2602.069580
	Iteration 40F: 3 clusters Score -181184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -181184.515625 Penalty: 2602.069580
	Iteration 41Q: 3 clusters Score -181184.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -181185.328125 Penalty: 2602.069580
	Iteration 42Q: 3 clusters Score -181185.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -181185.328125 Penalty: 2602.069580
	Iteration 43F: 3 clusters Score -181185.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Entering Unmasked Estep 
Score: -410124.406250 Penalty: 1437.812744
	Iteration 0F: 2 clusters Score -410124.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -404905.656250 Penalty: 2875.625488
	Iteration 0F: 3 clusters Score -404905.7 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -406443.343750 Penalty: 2875.625488
	Iteration 1F: 3 clusters Score -406443.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -406706.312500 Penalty: 2875.625488
	Iteration 2F: 3 clusters Score -406706.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -406941.375000 Penalty: 2875.625488
	Iteration 3F: 3 clusters Score -406941.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -407247.000000 Penalty: 2875.625488
	Iteration 4F: 3 clusters Score -407247 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -407628.468750 Penalty: 2875.625488
	Iteration 5F: 3 clusters Score -407628.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -408030.875000 Penalty: 2875.625488
	Iteration 6F: 3 clusters Score -408030.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -408404.343750 Penalty: 2875.625488
	Iteration 7F: 3 clusters Score -408404.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -408699.687500 Penalty: 2875.625488
	Iteration 8F: 3 clusters Score -408699.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -408914.406250 Penalty: 2875.625488
	Iteration 9Q: 3 clusters Score -408914.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -409051.437500 Penalty: 2875.625488
	Iteration 10Q: 3 clusters Score -409051.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -409138.031250 Penalty: 2875.625488
	Iteration 11Q: 3 clusters Score -409138 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -409184.281250 Penalty: 2875.625488
	Iteration 12Q: 3 clusters Score -409184.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -409206.250000 Penalty: 2875.625488
	Iteration 13Q: 3 clusters Score -409206.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -409218.593750 Penalty: 2875.625488
	Iteration 14Q: 3 clusters Score -409218.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -409229.406250 Penalty: 2875.625488
	Iteration 15Q: 3 clusters Score -409229.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -409235.531250 Penalty: 2875.625488
	Iteration 16Q: 3 clusters Score -409235.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -409241.375000 Penalty: 2875.625488
	Iteration 17Q: 3 clusters Score -409241.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -409245.031250 Penalty: 2875.625488
	Iteration 18Q: 3 clusters Score -409245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -409248.343750 Penalty: 2875.625488
	Iteration 19Q: 3 clusters Score -409248.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -409251.031250 Penalty: 2875.625488
	Iteration 20F: 3 clusters Score -409251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -409251.312500 Penalty: 2875.625488
	Iteration 21Q: 3 clusters Score -409251.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -409252.500000 Penalty: 2875.625488
	Iteration 22Q: 3 clusters Score -409252.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -409252.656250 Penalty: 2875.625488
	Iteration 23Q: 3 clusters Score -409252.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -409254.031250 Penalty: 2875.625488
	Iteration 24Q: 3 clusters Score -409254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -409254.906250 Penalty: 2875.625488
	Iteration 25Q: 3 clusters Score -409254.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -409255.343750 Penalty: 2875.625488
	Iteration 26Q: 3 clusters Score -409255.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -409255.281250 Penalty: 2875.625488
	Iteration 27Q: 3 clusters Score -409255.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -409255.812500 Penalty: 2875.625488
	Iteration 28Q: 3 clusters Score -409255.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -409255.625000 Penalty: 2875.625488
	Iteration 29Q: 3 clusters Score -409255.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -409256.031250 Penalty: 2875.625488
	Iteration 30Q: 3 clusters Score -409256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -409256.031250 Penalty: 2875.625488
	Iteration 31F: 3 clusters Score -409256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Entering Unmasked Estep 
Score: -538926.375000 Penalty: 1468.946533
	Iteration 0F: 2 clusters Score -538926.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -532732.687500 Penalty: 2937.893066
	Iteration 0F: 3 clusters Score -532732.7 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -534731.562500 Penalty: 2937.893066
	Iteration 1F: 3 clusters Score -534731.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -535010.000000 Penalty: 2937.893066
	Iteration 2F: 3 clusters Score -535010 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -535264.375000 Penalty: 2937.893066
	Iteration 3F: 3 clusters Score -535264.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -535528.812500 Penalty: 2937.893066
	Iteration 4F: 3 clusters Score -535528.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -535794.687500 Penalty: 2937.893066
	Iteration 5F: 3 clusters Score -535794.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -536121.500000 Penalty: 2937.893066
	Iteration 6F: 3 clusters Score -536121.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -536446.250000 Penalty: 2937.893066
	Iteration 7F: 3 clusters Score -536446.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -536730.562500 Penalty: 2937.893066
	Iteration 8Q: 3 clusters Score -536730.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -536986.687500 Penalty: 2937.893066
	Iteration 9Q: 3 clusters Score -536986.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -537176.312500 Penalty: 2937.893066
	Iteration 10Q: 3 clusters Score -537176.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -537303.750000 Penalty: 2937.893066
	Iteration 11Q: 3 clusters Score -537303.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -537411.187500 Penalty: 2937.893066
	Iteration 12Q: 3 clusters Score -537411.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -537475.562500 Penalty: 2937.893066
	Iteration 13Q: 3 clusters Score -537475.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -537523.312500 Penalty: 2937.893066
	Iteration 14Q: 3 clusters Score -537523.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -537561.625000 Penalty: 2937.893066
	Iteration 15Q: 3 clusters Score -537561.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -537592.875000 Penalty: 2937.893066
	Iteration 16Q: 3 clusters Score -537592.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -537610.625000 Penalty: 2937.893066
	Iteration 17Q: 3 clusters Score -537610.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -537622.500000 Penalty: 2937.893066
	Iteration 18Q: 3 clusters Score -537622.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -537634.687500 Penalty: 2937.893066
	Iteration 19Q: 3 clusters Score -537634.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -537643.125000 Penalty: 2937.893066
	Iteration 20F: 3 clusters Score -537643.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -537649.437500 Penalty: 2937.893066
	Iteration 21Q: 3 clusters Score -537649.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -537656.500000 Penalty: 2937.893066
	Iteration 22Q: 3 clusters Score -537656.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -537662.187500 Penalty: 2937.893066
	Iteration 23Q: 3 clusters Score -537662.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -537670.750000 Penalty: 2937.893066
	Iteration 24Q: 3 clusters Score -537670.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -537678.562500 Penalty: 2937.893066
	Iteration 25Q: 3 clusters Score -537678.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -537683.687500 Penalty: 2937.893066
	Iteration 26Q: 3 clusters Score -537683.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -537686.687500 Penalty: 2937.893066
	Iteration 27Q: 3 clusters Score -537686.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -537690.812500 Penalty: 2937.893066
	Iteration 28Q: 3 clusters Score -537690.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -537692.000000 Penalty: 2937.893066
	Iteration 29Q: 3 clusters Score -537692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -537695.000000 Penalty: 2937.893066
	Iteration 30Q: 3 clusters Score -537695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -537700.812500 Penalty: 2937.893066
	Iteration 31Q: 3 clusters Score -537700.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -537706.562500 Penalty: 2937.893066
	Iteration 32Q: 3 clusters Score -537706.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -537710.687500 Penalty: 2937.893066
	Iteration 33Q: 3 clusters Score -537710.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -537710.812500 Penalty: 2937.893066
	Iteration 34Q: 3 clusters Score -537710.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -537710.812500 Penalty: 2937.893066
	Iteration 35Q: 3 clusters Score -537710.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -537712.312500 Penalty: 2937.893066
	Iteration 36Q: 3 clusters Score -537712.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -537712.625000 Penalty: 2937.893066
	Iteration 37Q: 3 clusters Score -537712.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -537713.562500 Penalty: 2937.893066
	Iteration 38Q: 3 clusters Score -537713.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -537714.562500 Penalty: 2937.893066
	Iteration 39Q: 3 clusters Score -537714.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -537714.625000 Penalty: 2937.893066
	Iteration 40F: 3 clusters Score -537714.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -537715.687500 Penalty: 2937.893066
	Iteration 41Q: 3 clusters Score -537715.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -537715.812500 Penalty: 2937.893066
	Iteration 42Q: 3 clusters Score -537715.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -537718.375000 Penalty: 2937.893066
	Iteration 43Q: 3 clusters Score -537718.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -537720.062500 Penalty: 2937.893066
	Iteration 44Q: 3 clusters Score -537720.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -537720.062500 Penalty: 2937.893066
	Iteration 45F: 3 clusters Score -537720.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Entering Unmasked Estep 
Score: -268285.906250 Penalty: 1349.118286
	Iteration 0F: 2 clusters Score -268285.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -264926.031250 Penalty: 2698.236572
	Iteration 0F: 3 clusters Score -264926 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -265839.156250 Penalty: 2698.236572
	Iteration 1F: 3 clusters Score -265839.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -266014.031250 Penalty: 2698.236572
	Iteration 2F: 3 clusters Score -266014 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -266115.750000 Penalty: 2698.236572
	Iteration 3F: 3 clusters Score -266115.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -266177.062500 Penalty: 2698.236572
	Iteration 4Q: 3 clusters Score -266177.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -266241.750000 Penalty: 2698.236572
	Iteration 5Q: 3 clusters Score -266241.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -266303.937500 Penalty: 2698.236572
	Iteration 6Q: 3 clusters Score -266303.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -266376.843750 Penalty: 2698.236572
	Iteration 7Q: 3 clusters Score -266376.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -266437.562500 Penalty: 2698.236572
	Iteration 8Q: 3 clusters Score -266437.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -266487.843750 Penalty: 2698.236572
	Iteration 9Q: 3 clusters Score -266487.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -266542.468750 Penalty: 2698.236572
	Iteration 10Q: 3 clusters Score -266542.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -266590.250000 Penalty: 2698.236572
	Iteration 11Q: 3 clusters Score -266590.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -266632.156250 Penalty: 2698.236572
	Iteration 12Q: 3 clusters Score -266632.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -266673.718750 Penalty: 2698.236572
	Iteration 13Q: 3 clusters Score -266673.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -266718.218750 Penalty: 2698.236572
	Iteration 14Q: 3 clusters Score -266718.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -266756.656250 Penalty: 2698.236572
	Iteration 15Q: 3 clusters Score -266756.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -266790.687500 Penalty: 2698.236572
	Iteration 16Q: 3 clusters Score -266790.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -266825.718750 Penalty: 2698.236572
	Iteration 17Q: 3 clusters Score -266825.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -266857.781250 Penalty: 2698.236572
	Iteration 18Q: 3 clusters Score -266857.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -266888.687500 Penalty: 2698.236572
	Iteration 19Q: 3 clusters Score -266888.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -266919.250000 Penalty: 2698.236572
	Iteration 20F: 3 clusters Score -266919.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -266949.468750 Penalty: 2698.236572
	Iteration 21Q: 3 clusters Score -266949.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -266973.593750 Penalty: 2698.236572
	Iteration 22Q: 3 clusters Score -266973.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -266993.468750 Penalty: 2698.236572
	Iteration 23Q: 3 clusters Score -266993.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -267011.000000 Penalty: 2698.236572
	Iteration 24Q: 3 clusters Score -267011 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -267028.187500 Penalty: 2698.236572
	Iteration 25Q: 3 clusters Score -267028.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -267044.062500 Penalty: 2698.236572
	Iteration 26Q: 3 clusters Score -267044.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -267054.031250 Penalty: 2698.236572
	Iteration 27Q: 3 clusters Score -267054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -267067.906250 Penalty: 2698.236572
	Iteration 28Q: 3 clusters Score -267067.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -267083.687500 Penalty: 2698.236572
	Iteration 29Q: 3 clusters Score -267083.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -267097.093750 Penalty: 2698.236572
	Iteration 30Q: 3 clusters Score -267097.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -267104.781250 Penalty: 2698.236572
	Iteration 31Q: 3 clusters Score -267104.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -267112.250000 Penalty: 2698.236572
	Iteration 32Q: 3 clusters Score -267112.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -267118.218750 Penalty: 2698.236572
	Iteration 33Q: 3 clusters Score -267118.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -267123.687500 Penalty: 2698.236572
	Iteration 34Q: 3 clusters Score -267123.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -267129.875000 Penalty: 2698.236572
	Iteration 35Q: 3 clusters Score -267129.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -267134.031250 Penalty: 2698.236572
	Iteration 36Q: 3 clusters Score -267134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -267138.687500 Penalty: 2698.236572
	Iteration 37Q: 3 clusters Score -267138.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -267143.718750 Penalty: 2698.236572
	Iteration 38Q: 3 clusters Score -267143.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -267146.750000 Penalty: 2698.236572
	Iteration 39Q: 3 clusters Score -267146.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -267148.375000 Penalty: 2698.236572
	Iteration 40F: 3 clusters Score -267148.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -267149.812500 Penalty: 2698.236572
	Iteration 41Q: 3 clusters Score -267149.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -267152.000000 Penalty: 2698.236572
	Iteration 42Q: 3 clusters Score -267152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -267156.093750 Penalty: 2698.236572
	Iteration 43Q: 3 clusters Score -267156.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -267158.343750 Penalty: 2698.236572
	Iteration 44Q: 3 clusters Score -267158.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -267161.468750 Penalty: 2698.236572
	Iteration 45Q: 3 clusters Score -267161.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -267164.375000 Penalty: 2698.236572
	Iteration 46Q: 3 clusters Score -267164.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -267166.656250 Penalty: 2698.236572
	Iteration 47Q: 3 clusters Score -267166.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -267168.750000 Penalty: 2698.236572
	Iteration 48Q: 3 clusters Score -267168.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -267169.968750 Penalty: 2698.236572
	Iteration 49Q: 3 clusters Score -267170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -267172.125000 Penalty: 2698.236572
	Iteration 50Q: 3 clusters Score -267172.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -267174.437500 Penalty: 2698.236572
	Iteration 51Q: 3 clusters Score -267174.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -267175.593750 Penalty: 2698.236572
	Iteration 52Q: 3 clusters Score -267175.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -267178.125000 Penalty: 2698.236572
	Iteration 53Q: 3 clusters Score -267178.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -267183.062500 Penalty: 2698.236572
	Iteration 54Q: 3 clusters Score -267183.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -267187.656250 Penalty: 2698.236572
	Iteration 55Q: 3 clusters Score -267187.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -267189.812500 Penalty: 2698.236572
	Iteration 56Q: 3 clusters Score -267189.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -267192.062500 Penalty: 2698.236572
	Iteration 57Q: 3 clusters Score -267192.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -267194.812500 Penalty: 2698.236572
	Iteration 58Q: 3 clusters Score -267194.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -267195.718750 Penalty: 2698.236572
	Iteration 59Q: 3 clusters Score -267195.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -267197.343750 Penalty: 2698.236572
	Iteration 60F: 3 clusters Score -267197.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -267199.812500 Penalty: 2698.236572
	Iteration 61Q: 3 clusters Score -267199.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -267204.875000 Penalty: 2698.236572
	Iteration 62Q: 3 clusters Score -267204.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -267208.562500 Penalty: 2698.236572
	Iteration 63Q: 3 clusters Score -267208.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -267212.468750 Penalty: 2698.236572
	Iteration 64Q: 3 clusters Score -267212.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -267215.031250 Penalty: 2698.236572
	Iteration 65Q: 3 clusters Score -267215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -267216.843750 Penalty: 2698.236572
	Iteration 66Q: 3 clusters Score -267216.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -267218.468750 Penalty: 2698.236572
	Iteration 67Q: 3 clusters Score -267218.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -267222.375000 Penalty: 2698.236572
	Iteration 68Q: 3 clusters Score -267222.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -267225.968750 Penalty: 2698.236572
	Iteration 69Q: 3 clusters Score -267226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -267229.750000 Penalty: 2698.236572
	Iteration 70Q: 3 clusters Score -267229.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -267236.531250 Penalty: 2698.236572
	Iteration 71Q: 3 clusters Score -267236.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -267246.218750 Penalty: 2698.236572
	Iteration 72Q: 3 clusters Score -267246.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -267256.562500 Penalty: 2698.236572
	Iteration 73Q: 3 clusters Score -267256.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -267262.562500 Penalty: 2698.236572
	Iteration 74Q: 3 clusters Score -267262.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -267264.937500 Penalty: 2698.236572
	Iteration 75Q: 3 clusters Score -267264.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -267267.656250 Penalty: 2698.236572
	Iteration 76Q: 3 clusters Score -267267.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -267269.000000 Penalty: 2698.236572
	Iteration 77Q: 3 clusters Score -267269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -267269.593750 Penalty: 2698.236572
	Iteration 78Q: 3 clusters Score -267269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -267270.625000 Penalty: 2698.236572
	Iteration 79Q: 3 clusters Score -267270.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -267272.437500 Penalty: 2698.236572
	Iteration 80F: 3 clusters Score -267272.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -267275.156250 Penalty: 2698.236572
	Iteration 81Q: 3 clusters Score -267275.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -267277.625000 Penalty: 2698.236572
	Iteration 82Q: 3 clusters Score -267277.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -267279.593750 Penalty: 2698.236572
	Iteration 83Q: 3 clusters Score -267279.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -267280.156250 Penalty: 2698.236572
	Iteration 84Q: 3 clusters Score -267280.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -267280.156250 Penalty: 2698.236572
	Iteration 85F: 3 clusters Score -267280.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (123277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123277 members 
Entering Unmasked Estep 
Score: -7475653.500000 Penalty: 1904.855713
	Iteration 0F: 2 clusters Score -7475654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61414 members 
Mstep: Class 2 contains 61863 members 
Entering Unmasked Estep 
Score: -7392905.500000 Penalty: 3809.711426
	Iteration 0F: 3 clusters Score -7392906 nChanged 59188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 66241 members 
Entering Unmasked Estep 
Score: -7428233.000000 Penalty: 3809.711426
	Iteration 1F: 3 clusters Score -7428233 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -7429538.000000 Penalty: 3809.711426
	Iteration 2Q: 3 clusters Score -7429538 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50262 members 
Mstep: Class 2 contains 73015 members 
Entering Unmasked Estep 
Score: -7431689.000000 Penalty: 3809.711426
	Iteration 3Q: 3 clusters Score -7431689 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 79062 members 
Entering Unmasked Estep 
Score: -7435279.500000 Penalty: 3809.711426
	Iteration 4F: 3 clusters Score -7435280 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 87245 members 
Entering Unmasked Estep 
Score: -7441132.000000 Penalty: 3809.711426
	Iteration 5F: 3 clusters Score -7441132 nChanged 10122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 97235 members 
Entering Unmasked Estep 
Score: -7449576.500000 Penalty: 3809.711426
	Iteration 6F: 3 clusters Score -7449576 nChanged 9970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 107155 members 
Entering Unmasked Estep 
Score: -7458879.500000 Penalty: 3809.711426
	Iteration 7F: 3 clusters Score -7458880 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 115066 members 
Entering Unmasked Estep 
Score: -7466681.000000 Penalty: 3809.711426
	Iteration 8F: 3 clusters Score -7466681 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 119704 members 
Entering Unmasked Estep 
Score: -7471083.000000 Penalty: 3809.711426
	Iteration 9Q: 3 clusters Score -7471083 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 121826 members 
Entering Unmasked Estep 
Score: -7473015.000000 Penalty: 3809.711426
	Iteration 10Q: 3 clusters Score -7473015 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 122561 members 
Entering Unmasked Estep 
Score: -7473620.000000 Penalty: 3809.711426
	Iteration 11Q: 3 clusters Score -7473620 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 122815 members 
Entering Unmasked Estep 
Score: -7473835.500000 Penalty: 3809.711426
	Iteration 12Q: 3 clusters Score -7473836 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 122915 members 
Entering Unmasked Estep 
Score: -7473943.500000 Penalty: 3809.711426
	Iteration 13Q: 3 clusters Score -7473944 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 122958 members 
Entering Unmasked Estep 
Score: -7473970.500000 Penalty: 3809.711426
	Iteration 14Q: 3 clusters Score -7473970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 122982 members 
Entering Unmasked Estep 
Score: -7473993.500000 Penalty: 3809.711426
	Iteration 15Q: 3 clusters Score -7473994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 123007 members 
Entering Unmasked Estep 
Score: -7474020.000000 Penalty: 3809.711426
	Iteration 16Q: 3 clusters Score -7474020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 123021 members 
Entering Unmasked Estep 
Score: -7474039.500000 Penalty: 3809.711426
	Iteration 17Q: 3 clusters Score -7474040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 123022 members 
Entering Unmasked Estep 
Score: -7474052.000000 Penalty: 3809.711426
	Iteration 18Q: 3 clusters Score -7474052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 123026 members 
Entering Unmasked Estep 
Score: -7474061.500000 Penalty: 3809.711426
	Iteration 19Q: 3 clusters Score -7474062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 123026 members 
Entering Unmasked Estep 
Score: -7474061.000000 Penalty: 3809.711426
	Iteration 20F: 3 clusters Score -7474061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 123025 members 
Entering Unmasked Estep 
Score: -7474060.500000 Penalty: 3809.711426
	Iteration 21Q: 3 clusters Score -7474060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 123025 members 
Entering Unmasked Estep 
Score: -7474059.000000 Penalty: 3809.711426
	Iteration 22Q: 3 clusters Score -7474059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 123027 members 
Entering Unmasked Estep 
Score: -7474060.500000 Penalty: 3809.711426
	Iteration 23Q: 3 clusters Score -7474060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 123029 members 
Entering Unmasked Estep 
Score: -7474063.000000 Penalty: 3809.711426
	Iteration 24Q: 3 clusters Score -7474063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 123029 members 
Entering Unmasked Estep 
Score: -7474067.500000 Penalty: 3809.711426
	Iteration 25Q: 3 clusters Score -7474068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 123031 members 
Entering Unmasked Estep 
Score: -7474070.000000 Penalty: 3809.711426
	Iteration 26Q: 3 clusters Score -7474070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 123032 members 
Entering Unmasked Estep 
Score: -7474071.000000 Penalty: 3809.711426
	Iteration 27Q: 3 clusters Score -7474071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 123033 members 
Entering Unmasked Estep 
Score: -7474068.000000 Penalty: 3809.711426
	Iteration 28Q: 3 clusters Score -7474068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 123032 members 
Entering Unmasked Estep 
Score: -7474075.000000 Penalty: 3809.711426
	Iteration 29Q: 3 clusters Score -7474075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 123031 members 
Entering Unmasked Estep 
Score: -7474076.000000 Penalty: 3809.711426
	Iteration 30Q: 3 clusters Score -7474076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 123031 members 
Entering Unmasked Estep 
Score: -7474076.000000 Penalty: 3809.711426
	Iteration 31F: 3 clusters Score -7474076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Entering Unmasked Estep 
Score: -467225.343750 Penalty: 1454.166382
	Iteration 0F: 2 clusters Score -467225.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -461541.750000 Penalty: 2908.332764
	Iteration 0F: 3 clusters Score -461541.8 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -463637.375000 Penalty: 2908.332764
	Iteration 1F: 3 clusters Score -463637.4 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -464248.875000 Penalty: 2908.332764
	Iteration 2F: 3 clusters Score -464248.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -464888.750000 Penalty: 2908.332764
	Iteration 3F: 3 clusters Score -464888.8 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -465497.031250 Penalty: 2908.332764
	Iteration 4F: 3 clusters Score -465497 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -465909.218750 Penalty: 2908.332764
	Iteration 5F: 3 clusters Score -465909.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -466173.343750 Penalty: 2908.332764
	Iteration 6F: 3 clusters Score -466173.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -466292.687500 Penalty: 2908.332764
	Iteration 7Q: 3 clusters Score -466292.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -466360.437500 Penalty: 2908.332764
	Iteration 8Q: 3 clusters Score -466360.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -466417.625000 Penalty: 2908.332764
	Iteration 9Q: 3 clusters Score -466417.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -466475.125000 Penalty: 2908.332764
	Iteration 10Q: 3 clusters Score -466475.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -466512.406250 Penalty: 2908.332764
	Iteration 11Q: 3 clusters Score -466512.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -466547.187500 Penalty: 2908.332764
	Iteration 12Q: 3 clusters Score -466547.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -466582.406250 Penalty: 2908.332764
	Iteration 13Q: 3 clusters Score -466582.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -466610.562500 Penalty: 2908.332764
	Iteration 14Q: 3 clusters Score -466610.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -466636.906250 Penalty: 2908.332764
	Iteration 15Q: 3 clusters Score -466636.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -466657.218750 Penalty: 2908.332764
	Iteration 16Q: 3 clusters Score -466657.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -466673.937500 Penalty: 2908.332764
	Iteration 17Q: 3 clusters Score -466673.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -466689.156250 Penalty: 2908.332764
	Iteration 18Q: 3 clusters Score -466689.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -466706.937500 Penalty: 2908.332764
	Iteration 19Q: 3 clusters Score -466706.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -466724.281250 Penalty: 2908.332764
	Iteration 20F: 3 clusters Score -466724.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -466744.250000 Penalty: 2908.332764
	Iteration 21Q: 3 clusters Score -466744.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -466759.125000 Penalty: 2908.332764
	Iteration 22Q: 3 clusters Score -466759.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -466774.281250 Penalty: 2908.332764
	Iteration 23Q: 3 clusters Score -466774.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -466791.000000 Penalty: 2908.332764
	Iteration 24Q: 3 clusters Score -466791 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -466805.343750 Penalty: 2908.332764
	Iteration 25Q: 3 clusters Score -466805.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -466812.406250 Penalty: 2908.332764
	Iteration 26Q: 3 clusters Score -466812.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -466817.468750 Penalty: 2908.332764
	Iteration 27Q: 3 clusters Score -466817.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -466820.781250 Penalty: 2908.332764
	Iteration 28Q: 3 clusters Score -466820.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -466823.531250 Penalty: 2908.332764
	Iteration 29Q: 3 clusters Score -466823.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -466825.125000 Penalty: 2908.332764
	Iteration 30Q: 3 clusters Score -466825.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -466829.343750 Penalty: 2908.332764
	Iteration 31Q: 3 clusters Score -466829.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -466829.812500 Penalty: 2908.332764
	Iteration 32Q: 3 clusters Score -466829.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -466831.250000 Penalty: 2908.332764
	Iteration 33Q: 3 clusters Score -466831.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -466831.875000 Penalty: 2908.332764
	Iteration 34Q: 3 clusters Score -466831.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -466832.562500 Penalty: 2908.332764
	Iteration 35Q: 3 clusters Score -466832.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -466832.187500 Penalty: 2908.332764
	Iteration 36Q: 3 clusters Score -466832.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -466832.375000 Penalty: 2908.332764
	Iteration 37Q: 3 clusters Score -466832.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -466833.625000 Penalty: 2908.332764
	Iteration 38Q: 3 clusters Score -466833.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -466833.656250 Penalty: 2908.332764
	Iteration 39Q: 3 clusters Score -466833.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -466833.656250 Penalty: 2908.332764
	Iteration 40F: 3 clusters Score -466833.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Entering Unmasked Estep 
Score: -207578.234375 Penalty: 1313.189331
	Iteration 0F: 2 clusters Score -207578.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -204699.984375 Penalty: 2626.378662
	Iteration 0F: 3 clusters Score -204700 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -205399.078125 Penalty: 2626.378662
	Iteration 1F: 3 clusters Score -205399.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -205531.812500 Penalty: 2626.378662
	Iteration 2F: 3 clusters Score -205531.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -205598.968750 Penalty: 2626.378662
	Iteration 3Q: 3 clusters Score -205599 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -205655.000000 Penalty: 2626.378662
	Iteration 4Q: 3 clusters Score -205655 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -205697.796875 Penalty: 2626.378662
	Iteration 5Q: 3 clusters Score -205697.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -205732.343750 Penalty: 2626.378662
	Iteration 6Q: 3 clusters Score -205732.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -205761.656250 Penalty: 2626.378662
	Iteration 7Q: 3 clusters Score -205761.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -205791.750000 Penalty: 2626.378662
	Iteration 8Q: 3 clusters Score -205791.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -205813.718750 Penalty: 2626.378662
	Iteration 9Q: 3 clusters Score -205813.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -205837.281250 Penalty: 2626.378662
	Iteration 10Q: 3 clusters Score -205837.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -205851.921875 Penalty: 2626.378662
	Iteration 11Q: 3 clusters Score -205851.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -205864.765625 Penalty: 2626.378662
	Iteration 12Q: 3 clusters Score -205864.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -205873.437500 Penalty: 2626.378662
	Iteration 13Q: 3 clusters Score -205873.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -205884.562500 Penalty: 2626.378662
	Iteration 14Q: 3 clusters Score -205884.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -205894.296875 Penalty: 2626.378662
	Iteration 15Q: 3 clusters Score -205894.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -205900.609375 Penalty: 2626.378662
	Iteration 16Q: 3 clusters Score -205900.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -205902.937500 Penalty: 2626.378662
	Iteration 17Q: 3 clusters Score -205902.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -205907.750000 Penalty: 2626.378662
	Iteration 18Q: 3 clusters Score -205907.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -205910.625000 Penalty: 2626.378662
	Iteration 19Q: 3 clusters Score -205910.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -205913.843750 Penalty: 2626.378662
	Iteration 20F: 3 clusters Score -205913.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -205915.781250 Penalty: 2626.378662
	Iteration 21Q: 3 clusters Score -205915.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -205917.078125 Penalty: 2626.378662
	Iteration 22Q: 3 clusters Score -205917.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -205917.703125 Penalty: 2626.378662
	Iteration 23Q: 3 clusters Score -205917.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -205918.203125 Penalty: 2626.378662
	Iteration 24Q: 3 clusters Score -205918.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -205918.625000 Penalty: 2626.378662
	Iteration 25Q: 3 clusters Score -205918.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -205918.625000 Penalty: 2626.378662
	Iteration 26F: 3 clusters Score -205918.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Entering Unmasked Estep 
Score: -432337.218750 Penalty: 1442.869019
	Iteration 0F: 2 clusters Score -432337.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -427058.656250 Penalty: 2885.738037
	Iteration 0F: 3 clusters Score -427058.7 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -428641.812500 Penalty: 2885.738037
	Iteration 1F: 3 clusters Score -428641.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -428932.843750 Penalty: 2885.738037
	Iteration 2F: 3 clusters Score -428932.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -429139.375000 Penalty: 2885.738037
	Iteration 3F: 3 clusters Score -429139.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -429325.156250 Penalty: 2885.738037
	Iteration 4Q: 3 clusters Score -429325.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -429485.687500 Penalty: 2885.738037
	Iteration 5Q: 3 clusters Score -429485.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -429652.406250 Penalty: 2885.738037
	Iteration 6Q: 3 clusters Score -429652.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -429814.218750 Penalty: 2885.738037
	Iteration 7Q: 3 clusters Score -429814.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -429981.125000 Penalty: 2885.738037
	Iteration 8Q: 3 clusters Score -429981.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -430156.656250 Penalty: 2885.738037
	Iteration 9Q: 3 clusters Score -430156.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -430330.812500 Penalty: 2885.738037
	Iteration 10Q: 3 clusters Score -430330.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -430494.343750 Penalty: 2885.738037
	Iteration 11Q: 3 clusters Score -430494.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -430618.781250 Penalty: 2885.738037
	Iteration 12Q: 3 clusters Score -430618.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -430720.187500 Penalty: 2885.738037
	Iteration 13Q: 3 clusters Score -430720.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -430807.125000 Penalty: 2885.738037
	Iteration 14Q: 3 clusters Score -430807.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -430853.718750 Penalty: 2885.738037
	Iteration 15Q: 3 clusters Score -430853.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -430890.593750 Penalty: 2885.738037
	Iteration 16Q: 3 clusters Score -430890.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -430922.125000 Penalty: 2885.738037
	Iteration 17Q: 3 clusters Score -430922.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -430942.687500 Penalty: 2885.738037
	Iteration 18Q: 3 clusters Score -430942.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -430962.406250 Penalty: 2885.738037
	Iteration 19Q: 3 clusters Score -430962.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -430976.843750 Penalty: 2885.738037
	Iteration 20F: 3 clusters Score -430976.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -430987.281250 Penalty: 2885.738037
	Iteration 21Q: 3 clusters Score -430987.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -430996.843750 Penalty: 2885.738037
	Iteration 22Q: 3 clusters Score -430996.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -431003.187500 Penalty: 2885.738037
	Iteration 23Q: 3 clusters Score -431003.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -431007.906250 Penalty: 2885.738037
	Iteration 24Q: 3 clusters Score -431007.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -431010.656250 Penalty: 2885.738037
	Iteration 25Q: 3 clusters Score -431010.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -431016.031250 Penalty: 2885.738037
	Iteration 26Q: 3 clusters Score -431016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -431021.000000 Penalty: 2885.738037
	Iteration 27Q: 3 clusters Score -431021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -431024.156250 Penalty: 2885.738037
	Iteration 28Q: 3 clusters Score -431024.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -431024.375000 Penalty: 2885.738037
	Iteration 29Q: 3 clusters Score -431024.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -431025.375000 Penalty: 2885.738037
	Iteration 30Q: 3 clusters Score -431025.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -431026.187500 Penalty: 2885.738037
	Iteration 31Q: 3 clusters Score -431026.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -431026.562500 Penalty: 2885.738037
	Iteration 32Q: 3 clusters Score -431026.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -431026.875000 Penalty: 2885.738037
	Iteration 33Q: 3 clusters Score -431026.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -431025.468750 Penalty: 2885.738037
	Iteration 34Q: 3 clusters Score -431025.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -431026.656250 Penalty: 2885.738037
	Iteration 35Q: 3 clusters Score -431026.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -431027.062500 Penalty: 2885.738037
	Iteration 36Q: 3 clusters Score -431027.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -431026.718750 Penalty: 2885.738037
	Iteration 37Q: 3 clusters Score -431026.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -431026.718750 Penalty: 2885.738037
	Iteration 38F: 3 clusters Score -431026.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Entering Unmasked Estep 
Score: -660778.187500 Penalty: 1508.341675
	Iteration 0F: 2 clusters Score -660778.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -653137.312500 Penalty: 3016.683350
	Iteration 0F: 3 clusters Score -653137.3 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -655663.187500 Penalty: 3016.683350
	Iteration 1F: 3 clusters Score -655663.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -655966.437500 Penalty: 3016.683350
	Iteration 2F: 3 clusters Score -655966.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -656264.250000 Penalty: 3016.683350
	Iteration 3F: 3 clusters Score -656264.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -656634.500000 Penalty: 3016.683350
	Iteration 4F: 3 clusters Score -656634.5 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -657048.687500 Penalty: 3016.683350
	Iteration 5F: 3 clusters Score -657048.7 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -657484.375000 Penalty: 3016.683350
	Iteration 6F: 3 clusters Score -657484.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -657948.125000 Penalty: 3016.683350
	Iteration 7Q: 3 clusters Score -657948.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -658336.312500 Penalty: 3016.683350
	Iteration 8Q: 3 clusters Score -658336.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -658610.250000 Penalty: 3016.683350
	Iteration 9Q: 3 clusters Score -658610.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -658835.437500 Penalty: 3016.683350
	Iteration 10Q: 3 clusters Score -658835.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -658991.937500 Penalty: 3016.683350
	Iteration 11Q: 3 clusters Score -658991.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -659097.562500 Penalty: 3016.683350
	Iteration 12Q: 3 clusters Score -659097.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -659162.125000 Penalty: 3016.683350
	Iteration 13Q: 3 clusters Score -659162.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -659217.312500 Penalty: 3016.683350
	Iteration 14Q: 3 clusters Score -659217.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -659262.500000 Penalty: 3016.683350
	Iteration 15Q: 3 clusters Score -659262.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -659307.750000 Penalty: 3016.683350
	Iteration 16Q: 3 clusters Score -659307.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -659335.875000 Penalty: 3016.683350
	Iteration 17Q: 3 clusters Score -659335.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -659360.187500 Penalty: 3016.683350
	Iteration 18Q: 3 clusters Score -659360.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -659385.500000 Penalty: 3016.683350
	Iteration 19Q: 3 clusters Score -659385.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -659405.500000 Penalty: 3016.683350
	Iteration 20F: 3 clusters Score -659405.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -659418.500000 Penalty: 3016.683350
	Iteration 21Q: 3 clusters Score -659418.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -659439.500000 Penalty: 3016.683350
	Iteration 22Q: 3 clusters Score -659439.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -659459.750000 Penalty: 3016.683350
	Iteration 23Q: 3 clusters Score -659459.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -659472.937500 Penalty: 3016.683350
	Iteration 24Q: 3 clusters Score -659472.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -659488.000000 Penalty: 3016.683350
	Iteration 25Q: 3 clusters Score -659488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -659502.187500 Penalty: 3016.683350
	Iteration 26Q: 3 clusters Score -659502.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -659510.187500 Penalty: 3016.683350
	Iteration 27Q: 3 clusters Score -659510.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -659521.250000 Penalty: 3016.683350
	Iteration 28Q: 3 clusters Score -659521.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -659526.812500 Penalty: 3016.683350
	Iteration 29Q: 3 clusters Score -659526.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -659531.062500 Penalty: 3016.683350
	Iteration 30Q: 3 clusters Score -659531.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -659538.062500 Penalty: 3016.683350
	Iteration 31Q: 3 clusters Score -659538.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -659545.687500 Penalty: 3016.683350
	Iteration 32Q: 3 clusters Score -659545.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -659554.000000 Penalty: 3016.683350
	Iteration 33Q: 3 clusters Score -659554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -659559.375000 Penalty: 3016.683350
	Iteration 34Q: 3 clusters Score -659559.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -659563.937500 Penalty: 3016.683350
	Iteration 35Q: 3 clusters Score -659563.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -659569.187500 Penalty: 3016.683350
	Iteration 36Q: 3 clusters Score -659569.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -659578.437500 Penalty: 3016.683350
	Iteration 37Q: 3 clusters Score -659578.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -659586.062500 Penalty: 3016.683350
	Iteration 38Q: 3 clusters Score -659586.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -659597.187500 Penalty: 3016.683350
	Iteration 39Q: 3 clusters Score -659597.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -659607.500000 Penalty: 3016.683350
	Iteration 40F: 3 clusters Score -659607.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -659613.500000 Penalty: 3016.683350
	Iteration 41Q: 3 clusters Score -659613.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -659613.937500 Penalty: 3016.683350
	Iteration 42Q: 3 clusters Score -659613.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -659615.687500 Penalty: 3016.683350
	Iteration 43Q: 3 clusters Score -659615.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -659616.250000 Penalty: 3016.683350
	Iteration 44Q: 3 clusters Score -659616.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -659616.250000 Penalty: 3016.683350
	Iteration 45F: 3 clusters Score -659616.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Entering Unmasked Estep 
Score: -145439.734375 Penalty: 1276.021362
	Iteration 0F: 2 clusters Score -145439.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -143052.812500 Penalty: 2552.042725
	Iteration 0F: 3 clusters Score -143052.8 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -143670.875000 Penalty: 2552.042725
	Iteration 1F: 3 clusters Score -143670.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -143857.781250 Penalty: 2552.042725
	Iteration 2F: 3 clusters Score -143857.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -143998.968750 Penalty: 2552.042725
	Iteration 3F: 3 clusters Score -143999 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -144091.546875 Penalty: 2552.042725
	Iteration 4Q: 3 clusters Score -144091.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -144174.703125 Penalty: 2552.042725
	Iteration 5Q: 3 clusters Score -144174.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -144251.703125 Penalty: 2552.042725
	Iteration 6Q: 3 clusters Score -144251.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -144308.890625 Penalty: 2552.042725
	Iteration 7Q: 3 clusters Score -144308.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -144362.484375 Penalty: 2552.042725
	Iteration 8Q: 3 clusters Score -144362.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -144421.687500 Penalty: 2552.042725
	Iteration 9Q: 3 clusters Score -144421.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -144476.671875 Penalty: 2552.042725
	Iteration 10Q: 3 clusters Score -144476.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -144514.500000 Penalty: 2552.042725
	Iteration 11Q: 3 clusters Score -144514.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -144543.921875 Penalty: 2552.042725
	Iteration 12Q: 3 clusters Score -144543.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -144572.406250 Penalty: 2552.042725
	Iteration 13Q: 3 clusters Score -144572.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -144598.687500 Penalty: 2552.042725
	Iteration 14Q: 3 clusters Score -144598.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -144612.593750 Penalty: 2552.042725
	Iteration 15Q: 3 clusters Score -144612.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -144621.640625 Penalty: 2552.042725
	Iteration 16Q: 3 clusters Score -144621.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -144631.875000 Penalty: 2552.042725
	Iteration 17Q: 3 clusters Score -144631.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -144642.171875 Penalty: 2552.042725
	Iteration 18Q: 3 clusters Score -144642.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -144656.218750 Penalty: 2552.042725
	Iteration 19Q: 3 clusters Score -144656.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -144667.265625 Penalty: 2552.042725
	Iteration 20F: 3 clusters Score -144667.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -144680.015625 Penalty: 2552.042725
	Iteration 21Q: 3 clusters Score -144680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -144697.109375 Penalty: 2552.042725
	Iteration 22Q: 3 clusters Score -144697.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -144713.281250 Penalty: 2552.042725
	Iteration 23Q: 3 clusters Score -144713.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -144732.890625 Penalty: 2552.042725
	Iteration 24Q: 3 clusters Score -144732.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -144746.500000 Penalty: 2552.042725
	Iteration 25Q: 3 clusters Score -144746.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -144752.890625 Penalty: 2552.042725
	Iteration 26Q: 3 clusters Score -144752.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -144758.859375 Penalty: 2552.042725
	Iteration 27Q: 3 clusters Score -144758.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -144764.718750 Penalty: 2552.042725
	Iteration 28Q: 3 clusters Score -144764.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -144768.859375 Penalty: 2552.042725
	Iteration 29Q: 3 clusters Score -144768.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -144770.218750 Penalty: 2552.042725
	Iteration 30Q: 3 clusters Score -144770.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -144771.031250 Penalty: 2552.042725
	Iteration 31Q: 3 clusters Score -144771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -144772.203125 Penalty: 2552.042725
	Iteration 32Q: 3 clusters Score -144772.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -144773.859375 Penalty: 2552.042725
	Iteration 33Q: 3 clusters Score -144773.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -144774.109375 Penalty: 2552.042725
	Iteration 34Q: 3 clusters Score -144774.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -144774.750000 Penalty: 2552.042725
	Iteration 35Q: 3 clusters Score -144774.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -144774.750000 Penalty: 2552.042725
	Iteration 36F: 3 clusters Score -144774.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Entering Unmasked Estep 
Score: -288204.687500 Penalty: 1385.274170
	Iteration 0F: 2 clusters Score -288204.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -284147.500000 Penalty: 2770.548340
	Iteration 0F: 3 clusters Score -284147.5 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -285230.625000 Penalty: 2770.548340
	Iteration 1F: 3 clusters Score -285230.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -285475.843750 Penalty: 2770.548340
	Iteration 2F: 3 clusters Score -285475.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -285704.937500 Penalty: 2770.548340
	Iteration 3F: 3 clusters Score -285704.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -285942.468750 Penalty: 2770.548340
	Iteration 4F: 3 clusters Score -285942.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -286200.093750 Penalty: 2770.548340
	Iteration 5F: 3 clusters Score -286200.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -286420.312500 Penalty: 2770.548340
	Iteration 6F: 3 clusters Score -286420.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -286592.906250 Penalty: 2770.548340
	Iteration 7Q: 3 clusters Score -286592.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -286736.625000 Penalty: 2770.548340
	Iteration 8Q: 3 clusters Score -286736.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -286873.531250 Penalty: 2770.548340
	Iteration 9Q: 3 clusters Score -286873.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -286995.281250 Penalty: 2770.548340
	Iteration 10Q: 3 clusters Score -286995.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -287089.687500 Penalty: 2770.548340
	Iteration 11Q: 3 clusters Score -287089.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -287150.312500 Penalty: 2770.548340
	Iteration 12Q: 3 clusters Score -287150.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -287191.937500 Penalty: 2770.548340
	Iteration 13Q: 3 clusters Score -287191.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -287226.000000 Penalty: 2770.548340
	Iteration 14Q: 3 clusters Score -287226 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -287255.062500 Penalty: 2770.548340
	Iteration 15Q: 3 clusters Score -287255.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -287277.718750 Penalty: 2770.548340
	Iteration 16Q: 3 clusters Score -287277.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -287295.250000 Penalty: 2770.548340
	Iteration 17Q: 3 clusters Score -287295.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -287307.375000 Penalty: 2770.548340
	Iteration 18Q: 3 clusters Score -287307.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -287314.718750 Penalty: 2770.548340
	Iteration 19Q: 3 clusters Score -287314.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -287322.312500 Penalty: 2770.548340
	Iteration 20F: 3 clusters Score -287322.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -287327.000000 Penalty: 2770.548340
	Iteration 21Q: 3 clusters Score -287327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -287330.812500 Penalty: 2770.548340
	Iteration 22Q: 3 clusters Score -287330.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -287333.718750 Penalty: 2770.548340
	Iteration 23Q: 3 clusters Score -287333.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -287337.375000 Penalty: 2770.548340
	Iteration 24Q: 3 clusters Score -287337.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -287340.781250 Penalty: 2770.548340
	Iteration 25Q: 3 clusters Score -287340.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -287346.062500 Penalty: 2770.548340
	Iteration 26Q: 3 clusters Score -287346.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -287351.187500 Penalty: 2770.548340
	Iteration 27Q: 3 clusters Score -287351.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -287356.000000 Penalty: 2770.548340
	Iteration 28Q: 3 clusters Score -287356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -287359.781250 Penalty: 2770.548340
	Iteration 29Q: 3 clusters Score -287359.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -287365.156250 Penalty: 2770.548340
	Iteration 30Q: 3 clusters Score -287365.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -287370.562500 Penalty: 2770.548340
	Iteration 31Q: 3 clusters Score -287370.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -287375.187500 Penalty: 2770.548340
	Iteration 32Q: 3 clusters Score -287375.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -287381.312500 Penalty: 2770.548340
	Iteration 33Q: 3 clusters Score -287381.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -287383.843750 Penalty: 2770.548340
	Iteration 34Q: 3 clusters Score -287383.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -287385.468750 Penalty: 2770.548340
	Iteration 35Q: 3 clusters Score -287385.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -287387.593750 Penalty: 2770.548340
	Iteration 36Q: 3 clusters Score -287387.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -287389.031250 Penalty: 2770.548340
	Iteration 37Q: 3 clusters Score -287389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -287391.406250 Penalty: 2770.548340
	Iteration 38Q: 3 clusters Score -287391.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -287393.000000 Penalty: 2770.548340
	Iteration 39Q: 3 clusters Score -287393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -287395.312500 Penalty: 2770.548340
	Iteration 40F: 3 clusters Score -287395.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -287397.062500 Penalty: 2770.548340
	Iteration 41Q: 3 clusters Score -287397.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -287398.312500 Penalty: 2770.548340
	Iteration 42Q: 3 clusters Score -287398.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -287400.812500 Penalty: 2770.548340
	Iteration 43Q: 3 clusters Score -287400.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -287403.000000 Penalty: 2770.548340
	Iteration 44Q: 3 clusters Score -287403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -287405.906250 Penalty: 2770.548340
	Iteration 45Q: 3 clusters Score -287405.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -287408.281250 Penalty: 2770.548340
	Iteration 46Q: 3 clusters Score -287408.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -287410.062500 Penalty: 2770.548340
	Iteration 47Q: 3 clusters Score -287410.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -287411.000000 Penalty: 2770.548340
	Iteration 48Q: 3 clusters Score -287411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -287412.656250 Penalty: 2770.548340
	Iteration 49Q: 3 clusters Score -287412.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -287412.437500 Penalty: 2770.548340
	Iteration 50Q: 3 clusters Score -287412.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -287414.156250 Penalty: 2770.548340
	Iteration 51Q: 3 clusters Score -287414.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -287414.968750 Penalty: 2770.548340
	Iteration 52Q: 3 clusters Score -287415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -287415.343750 Penalty: 2770.548340
	Iteration 53Q: 3 clusters Score -287415.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -287416.437500 Penalty: 2770.548340
	Iteration 54Q: 3 clusters Score -287416.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -287416.437500 Penalty: 2770.548340
	Iteration 55F: 3 clusters Score -287416.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19484 members 
Mstep: Class 5 contains 1247 members 
Mstep: Class 6 contains 4957 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28424 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19539 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11381 members 
Mstep: Class 14 contains 66255 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6961 members 
Mstep: Class 17 contains 8431 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123277 members 
Mstep: Class 20 contains 7698 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7181 members 
Mstep: Class 23 contains 10744 members 
Mstep: Class 24 contains 2572 members 
Mstep: Class 25 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334032.000000 Penalty: 51972.636719
Iteration 199Q: 26 clusters Score -2.133403e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19484 members 
Mstep: Class 5 contains 1247 members 
Mstep: Class 6 contains 4957 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28423 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19542 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11385 members 
Mstep: Class 14 contains 66254 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8432 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123270 members 
Mstep: Class 20 contains 7697 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7181 members 
Mstep: Class 23 contains 10745 members 
Mstep: Class 24 contains 2572 members 
Mstep: Class 25 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334036.000000 Penalty: 51972.636719
Iteration 200F: 26 clusters Score -2.133404e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19483 members 
Mstep: Class 5 contains 1247 members 
Mstep: Class 6 contains 4956 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28424 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19548 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11391 members 
Mstep: Class 14 contains 66252 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123261 members 
Mstep: Class 20 contains 7697 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7181 members 
Mstep: Class 23 contains 10744 members 
Mstep: Class 24 contains 2572 members 
Mstep: Class 25 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334034.000000 Penalty: 51972.636719
Iteration 201Q: 26 clusters Score -2.133403e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19482 members 
Mstep: Class 5 contains 1247 members 
Mstep: Class 6 contains 4956 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28428 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19551 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11394 members 
Mstep: Class 14 contains 66247 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8437 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123253 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7183 members 
Mstep: Class 23 contains 10746 members 
Mstep: Class 24 contains 2572 members 
Mstep: Class 25 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334026.000000 Penalty: 51972.636719
Iteration 202Q: 26 clusters Score -2.133403e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19481 members 
Mstep: Class 5 contains 1247 members 
Mstep: Class 6 contains 4955 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28430 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19554 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11398 members 
Mstep: Class 14 contains 66241 members 
Mstep: Class 15 contains 2998 members 
Mstep: Class 16 contains 6963 members 
Mstep: Class 17 contains 8438 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123247 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7185 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 2572 members 
Mstep: Class 25 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333994.000000 Penalty: 51972.636719
Iteration 203Q: 26 clusters Score -2.133399e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19480 members 
Mstep: Class 5 contains 1248 members 
Mstep: Class 6 contains 4955 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28432 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19559 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11403 members 
Mstep: Class 14 contains 66239 members 
Mstep: Class 15 contains 2998 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8438 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123240 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7185 members 
Mstep: Class 23 contains 10745 members 
Mstep: Class 24 contains 2573 members 
Mstep: Class 25 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334016.000000 Penalty: 51972.636719
Iteration 204Q: 26 clusters Score -2.133402e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19477 members 
Mstep: Class 5 contains 1248 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5273 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28431 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19563 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11406 members 
Mstep: Class 14 contains 66239 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8438 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123237 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7184 members 
Mstep: Class 23 contains 10746 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334024.000000 Penalty: 51972.636719
Iteration 205Q: 26 clusters Score -2.133402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19477 members 
Mstep: Class 5 contains 1248 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5273 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28431 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19564 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11412 members 
Mstep: Class 14 contains 66238 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8438 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 123232 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7183 members 
Mstep: Class 23 contains 10746 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334034.000000 Penalty: 51972.636719
Iteration 206Q: 26 clusters Score -2.133403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19477 members 
Mstep: Class 5 contains 1247 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5273 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28430 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19565 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11415 members 
Mstep: Class 14 contains 66241 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8438 members 
Mstep: Class 18 contains 4032 members 
Mstep: Class 19 contains 123228 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7184 members 
Mstep: Class 23 contains 10746 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334040.000000 Penalty: 51972.636719
Iteration 207Q: 26 clusters Score -2.133404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19477 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5273 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28430 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19565 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11415 members 
Mstep: Class 14 contains 66244 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8438 members 
Mstep: Class 18 contains 4029 members 
Mstep: Class 19 contains 123225 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7186 members 
Mstep: Class 23 contains 10747 members 
Mstep: Class 24 contains 2575 members 
Mstep: Class 25 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334066.000000 Penalty: 51972.636719
Iteration 208Q: 26 clusters Score -2.133407e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19477 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5273 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28429 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19565 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11417 members 
Mstep: Class 14 contains 66248 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8438 members 
Mstep: Class 18 contains 4026 members 
Mstep: Class 19 contains 123221 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7187 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 2575 members 
Mstep: Class 25 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334064.000000 Penalty: 51972.636719
Iteration 209Q: 26 clusters Score -2.133406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19477 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5273 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28429 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19565 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11418 members 
Mstep: Class 14 contains 66253 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8439 members 
Mstep: Class 18 contains 4021 members 
Mstep: Class 19 contains 123219 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7186 members 
Mstep: Class 23 contains 10750 members 
Mstep: Class 24 contains 2575 members 
Mstep: Class 25 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334064.000000 Penalty: 51972.636719
Iteration 210Q: 26 clusters Score -2.133406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19477 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5273 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28430 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19565 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11417 members 
Mstep: Class 14 contains 66253 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8439 members 
Mstep: Class 18 contains 4021 members 
Mstep: Class 19 contains 123215 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7187 members 
Mstep: Class 23 contains 10752 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334066.000000 Penalty: 51972.636719
Iteration 211Q: 26 clusters Score -2.133407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19477 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5273 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28431 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19565 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11417 members 
Mstep: Class 14 contains 66256 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8439 members 
Mstep: Class 18 contains 4021 members 
Mstep: Class 19 contains 123208 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7186 members 
Mstep: Class 23 contains 10756 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334048.000000 Penalty: 51972.636719
Iteration 212Q: 26 clusters Score -2.133405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19477 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5273 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28432 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19565 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11418 members 
Mstep: Class 14 contains 66256 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8439 members 
Mstep: Class 18 contains 4021 members 
Mstep: Class 19 contains 123203 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7185 members 
Mstep: Class 23 contains 10759 members 
Mstep: Class 24 contains 2577 members 
Mstep: Class 25 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334044.000000 Penalty: 51972.636719
Iteration 213Q: 26 clusters Score -2.133404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19477 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5273 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28432 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19565 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11420 members 
Mstep: Class 14 contains 66256 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8439 members 
Mstep: Class 18 contains 4021 members 
Mstep: Class 19 contains 123200 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7182 members 
Mstep: Class 23 contains 10762 members 
Mstep: Class 24 contains 2578 members 
Mstep: Class 25 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334072.000000 Penalty: 51972.636719
Iteration 214Q: 26 clusters Score -2.133407e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19477 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 5273 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28431 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19565 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11421 members 
Mstep: Class 14 contains 66257 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6963 members 
Mstep: Class 17 contains 8439 members 
Mstep: Class 18 contains 4021 members 
Mstep: Class 19 contains 123196 members 
Mstep: Class 20 contains 7694 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7179 members 
Mstep: Class 23 contains 10765 members 
Mstep: Class 24 contains 2581 members 
Mstep: Class 25 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334056.000000 Penalty: 51972.636719
Iteration 215Q: 26 clusters Score -2.133406e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19477 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4955 members 
Mstep: Class 7 contains 5272 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28430 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19566 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11421 members 
Mstep: Class 14 contains 66261 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6963 members 
Mstep: Class 17 contains 8439 members 
Mstep: Class 18 contains 4021 members 
Mstep: Class 19 contains 123184 members 
Mstep: Class 20 contains 7694 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7180 members 
Mstep: Class 23 contains 10770 members 
Mstep: Class 24 contains 2583 members 
Mstep: Class 25 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334052.000000 Penalty: 51972.636719
Iteration 216Q: 26 clusters Score -2.133405e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19477 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4955 members 
Mstep: Class 7 contains 5269 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28430 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19565 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11426 members 
Mstep: Class 14 contains 66264 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8439 members 
Mstep: Class 18 contains 4021 members 
Mstep: Class 19 contains 123177 members 
Mstep: Class 20 contains 7694 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7177 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334050.000000 Penalty: 51972.636719
Iteration 217Q: 26 clusters Score -2.133405e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19477 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4955 members 
Mstep: Class 7 contains 5269 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28430 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19565 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 66266 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8439 members 
Mstep: Class 18 contains 4021 members 
Mstep: Class 19 contains 123166 members 
Mstep: Class 20 contains 7694 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7172 members 
Mstep: Class 23 contains 10777 members 
Mstep: Class 24 contains 2585 members 
Mstep: Class 25 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334070.000000 Penalty: 51972.636719
Iteration 218Q: 26 clusters Score -2.133407e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19477 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 4956 members 
Mstep: Class 7 contains 5269 members 
Mstep: Class 8 contains 1700 members 
Mstep: Class 9 contains 28428 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19565 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11437 members 
Mstep: Class 14 contains 66265 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6963 members 
Mstep: Class 17 contains 8440 members 
Mstep: Class 18 contains 4021 members 
Mstep: Class 19 contains 123157 members 
Mstep: Class 20 contains 7694 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7171 members 
Mstep: Class 23 contains 10784 members 
Mstep: Class 24 contains 2585 members 
Mstep: Class 25 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334086.000000 Penalty: 51972.636719
Iteration 219Q: 26 clusters Score -2.133409e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19477 members 
Mstep: Class 5 contains 1245 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 5268 members 
Mstep: Class 8 contains 1701 members 
Mstep: Class 9 contains 28427 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19566 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 66268 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6964 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4019 members 
Mstep: Class 19 contains 123144 members 
Mstep: Class 20 contains 7694 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 7172 members 
Mstep: Class 23 contains 10790 members 
Mstep: Class 24 contains 2586 members 
Mstep: Class 25 contains 5039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334122.000000 Penalty: 51972.636719
Iteration 220F: 26 clusters Score -2.133412e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19477 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 5267 members 
Mstep: Class 8 contains 1701 members 
Mstep: Class 9 contains 28427 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19566 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11439 members 
Mstep: Class 14 contains 66269 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6964 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4019 members 
Mstep: Class 19 contains 123135 members 
Mstep: Class 20 contains 7694 members 
Mstep: Class 21 contains 3234 members 
Mstep: Class 22 contains 7170 members 
Mstep: Class 23 contains 10795 members 
Mstep: Class 24 contains 2586 members 
Mstep: Class 25 contains 5041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334116.000000 Penalty: 51972.636719
Iteration 221Q: 26 clusters Score -2.133412e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19477 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 5265 members 
Mstep: Class 8 contains 1701 members 
Mstep: Class 9 contains 28429 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19569 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11450 members 
Mstep: Class 14 contains 66265 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6963 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4019 members 
Mstep: Class 19 contains 123123 members 
Mstep: Class 20 contains 7694 members 
Mstep: Class 21 contains 3235 members 
Mstep: Class 22 contains 7167 members 
Mstep: Class 23 contains 10800 members 
Mstep: Class 24 contains 2586 members 
Mstep: Class 25 contains 5041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334122.000000 Penalty: 51972.636719
Iteration 222Q: 26 clusters Score -2.133412e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19477 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 5263 members 
Mstep: Class 8 contains 1701 members 
Mstep: Class 9 contains 28430 members 
Mstep: Class 10 contains 5168 members 
Mstep: Class 11 contains 19576 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11456 members 
Mstep: Class 14 contains 66262 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6963 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4019 members 
Mstep: Class 19 contains 123114 members 
Mstep: Class 20 contains 7694 members 
Mstep: Class 21 contains 3235 members 
Mstep: Class 22 contains 7165 members 
Mstep: Class 23 contains 10799 members 
Mstep: Class 24 contains 2588 members 
Mstep: Class 25 contains 5041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334138.000000 Penalty: 51972.636719
Iteration 223Q: 26 clusters Score -2.133414e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 704 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19476 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1701 members 
Mstep: Class 9 contains 28431 members 
Mstep: Class 10 contains 5168 members 
Mstep: Class 11 contains 19579 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11459 members 
Mstep: Class 14 contains 66265 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6963 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4018 members 
Mstep: Class 19 contains 123103 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3235 members 
Mstep: Class 22 contains 7163 members 
Mstep: Class 23 contains 10804 members 
Mstep: Class 24 contains 2588 members 
Mstep: Class 25 contains 5041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334128.000000 Penalty: 51972.636719
Iteration 224Q: 26 clusters Score -2.133413e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19474 members 
Mstep: Class 5 contains 1245 members 
Mstep: Class 6 contains 4961 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1701 members 
Mstep: Class 9 contains 28432 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 19582 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11459 members 
Mstep: Class 14 contains 66270 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6963 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4018 members 
Mstep: Class 19 contains 123091 members 
Mstep: Class 20 contains 7697 members 
Mstep: Class 21 contains 3235 members 
Mstep: Class 22 contains 7164 members 
Mstep: Class 23 contains 10805 members 
Mstep: Class 24 contains 2589 members 
Mstep: Class 25 contains 5041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334104.000000 Penalty: 51972.636719
Iteration 225Q: 26 clusters Score -2.13341e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19474 members 
Mstep: Class 5 contains 1245 members 
Mstep: Class 6 contains 4960 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1701 members 
Mstep: Class 9 contains 28434 members 
Mstep: Class 10 contains 5166 members 
Mstep: Class 11 contains 19584 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11457 members 
Mstep: Class 14 contains 66272 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6965 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4018 members 
Mstep: Class 19 contains 123088 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 3235 members 
Mstep: Class 22 contains 7163 members 
Mstep: Class 23 contains 10805 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 5041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334128.000000 Penalty: 51972.636719
Iteration 226Q: 26 clusters Score -2.133413e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19473 members 
Mstep: Class 5 contains 1245 members 
Mstep: Class 6 contains 4960 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1700 members 
Mstep: Class 9 contains 28434 members 
Mstep: Class 10 contains 5165 members 
Mstep: Class 11 contains 19586 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11462 members 
Mstep: Class 14 contains 66271 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6967 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4018 members 
Mstep: Class 19 contains 123087 members 
Mstep: Class 20 contains 7694 members 
Mstep: Class 21 contains 3235 members 
Mstep: Class 22 contains 7161 members 
Mstep: Class 23 contains 10804 members 
Mstep: Class 24 contains 2591 members 
Mstep: Class 25 contains 5041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334112.000000 Penalty: 51972.636719
Iteration 227Q: 26 clusters Score -2.133411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19473 members 
Mstep: Class 5 contains 1245 members 
Mstep: Class 6 contains 4960 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1700 members 
Mstep: Class 9 contains 28433 members 
Mstep: Class 10 contains 5164 members 
Mstep: Class 11 contains 19586 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11466 members 
Mstep: Class 14 contains 66272 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6967 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4018 members 
Mstep: Class 19 contains 123085 members 
Mstep: Class 20 contains 7693 members 
Mstep: Class 21 contains 3235 members 
Mstep: Class 22 contains 7158 members 
Mstep: Class 23 contains 10805 members 
Mstep: Class 24 contains 2593 members 
Mstep: Class 25 contains 5041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334118.000000 Penalty: 51972.636719
Iteration 228Q: 26 clusters Score -2.133412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19473 members 
Mstep: Class 5 contains 1245 members 
Mstep: Class 6 contains 4960 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1700 members 
Mstep: Class 9 contains 28431 members 
Mstep: Class 10 contains 5162 members 
Mstep: Class 11 contains 19586 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11469 members 
Mstep: Class 14 contains 66272 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6967 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4018 members 
Mstep: Class 19 contains 123082 members 
Mstep: Class 20 contains 7694 members 
Mstep: Class 21 contains 3236 members 
Mstep: Class 22 contains 7156 members 
Mstep: Class 23 contains 10808 members 
Mstep: Class 24 contains 2594 members 
Mstep: Class 25 contains 5041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334134.000000 Penalty: 51972.636719
Iteration 229Q: 26 clusters Score -2.133413e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19473 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 4960 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1700 members 
Mstep: Class 9 contains 28432 members 
Mstep: Class 10 contains 5159 members 
Mstep: Class 11 contains 19586 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11472 members 
Mstep: Class 14 contains 66274 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6967 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4018 members 
Mstep: Class 19 contains 123073 members 
Mstep: Class 20 contains 7693 members 
Mstep: Class 21 contains 3236 members 
Mstep: Class 22 contains 7160 members 
Mstep: Class 23 contains 10811 members 
Mstep: Class 24 contains 2596 members 
Mstep: Class 25 contains 5040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334146.000000 Penalty: 51972.636719
Iteration 230Q: 26 clusters Score -2.133415e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19473 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 4960 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1700 members 
Mstep: Class 9 contains 28433 members 
Mstep: Class 10 contains 5158 members 
Mstep: Class 11 contains 19586 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11473 members 
Mstep: Class 14 contains 66271 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6967 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4018 members 
Mstep: Class 19 contains 123069 members 
Mstep: Class 20 contains 7694 members 
Mstep: Class 21 contains 3236 members 
Mstep: Class 22 contains 7162 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 2599 members 
Mstep: Class 25 contains 5039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334132.000000 Penalty: 51972.636719
Iteration 231Q: 26 clusters Score -2.133413e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19472 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 4962 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1700 members 
Mstep: Class 9 contains 28433 members 
Mstep: Class 10 contains 5157 members 
Mstep: Class 11 contains 19586 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11472 members 
Mstep: Class 14 contains 66269 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6968 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4018 members 
Mstep: Class 19 contains 123066 members 
Mstep: Class 20 contains 7694 members 
Mstep: Class 21 contains 3237 members 
Mstep: Class 22 contains 7164 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 2602 members 
Mstep: Class 25 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334162.000000 Penalty: 51972.636719
Iteration 232Q: 26 clusters Score -2.133416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 4962 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 28434 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19586 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11468 members 
Mstep: Class 14 contains 66269 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6968 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4018 members 
Mstep: Class 19 contains 123064 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 7165 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 2607 members 
Mstep: Class 25 contains 5037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334172.000000 Penalty: 51972.636719
Iteration 233Q: 26 clusters Score -2.133417e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 4962 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28434 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19586 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11468 members 
Mstep: Class 14 contains 66271 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6968 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4018 members 
Mstep: Class 19 contains 123059 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 7163 members 
Mstep: Class 23 contains 10814 members 
Mstep: Class 24 contains 2612 members 
Mstep: Class 25 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334128.000000 Penalty: 51972.636719
Iteration 234Q: 26 clusters Score -2.133413e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 4962 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28433 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19586 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11466 members 
Mstep: Class 14 contains 66274 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6968 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4018 members 
Mstep: Class 19 contains 123051 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3241 members 
Mstep: Class 22 contains 7163 members 
Mstep: Class 23 contains 10817 members 
Mstep: Class 24 contains 2616 members 
Mstep: Class 25 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334156.000000 Penalty: 51972.636719
Iteration 235Q: 26 clusters Score -2.133416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 4962 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28433 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19587 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11469 members 
Mstep: Class 14 contains 66273 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 6968 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4018 members 
Mstep: Class 19 contains 123048 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 7163 members 
Mstep: Class 23 contains 10816 members 
Mstep: Class 24 contains 2617 members 
Mstep: Class 25 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334152.000000 Penalty: 51972.636719
Iteration 236Q: 26 clusters Score -2.133415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 4962 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28433 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19588 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11473 members 
Mstep: Class 14 contains 66273 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6968 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4018 members 
Mstep: Class 19 contains 123042 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 7163 members 
Mstep: Class 23 contains 10818 members 
Mstep: Class 24 contains 2618 members 
Mstep: Class 25 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334152.000000 Penalty: 51972.636719
Iteration 237Q: 26 clusters Score -2.133415e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 6 contains 4962 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28432 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19588 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11477 members 
Mstep: Class 14 contains 66274 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6968 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4018 members 
Mstep: Class 19 contains 123036 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 7162 members 
Mstep: Class 23 contains 10818 members 
Mstep: Class 24 contains 2621 members 
Mstep: Class 25 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334174.000000 Penalty: 51972.636719
Iteration 238Q: 26 clusters Score -2.133417e+07 nChanged 12
Entering ConstructFrom: 
Score: -21334174.000000 Penalty: 51972.636719
Entering ConstructFrom: 
Trying to split cluster 1 (9412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Entering Unmasked Estep 
Score: -560441.312500 Penalty: 1486.832886
	Iteration 0F: 2 clusters Score -560441.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -553778.437500 Penalty: 2973.665771
	Iteration 0F: 3 clusters Score -553778.4 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -556081.312500 Penalty: 2973.665771
	Iteration 1F: 3 clusters Score -556081.3 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -556651.250000 Penalty: 2973.665771
	Iteration 2F: 3 clusters Score -556651.2 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -557222.312500 Penalty: 2973.665771
	Iteration 3F: 3 clusters Score -557222.3 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -557739.937500 Penalty: 2973.665771
	Iteration 4F: 3 clusters Score -557739.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -558181.312500 Penalty: 2973.665771
	Iteration 5F: 3 clusters Score -558181.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -558533.562500 Penalty: 2973.665771
	Iteration 6F: 3 clusters Score -558533.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -558821.437500 Penalty: 2973.665771
	Iteration 7Q: 3 clusters Score -558821.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -559064.125000 Penalty: 2973.665771
	Iteration 8Q: 3 clusters Score -559064.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -559284.062500 Penalty: 2973.665771
	Iteration 9Q: 3 clusters Score -559284.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -559481.875000 Penalty: 2973.665771
	Iteration 10Q: 3 clusters Score -559481.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -559646.375000 Penalty: 2973.665771
	Iteration 11Q: 3 clusters Score -559646.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -559789.750000 Penalty: 2973.665771
	Iteration 12Q: 3 clusters Score -559789.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -559915.312500 Penalty: 2973.665771
	Iteration 13Q: 3 clusters Score -559915.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -560004.250000 Penalty: 2973.665771
	Iteration 14Q: 3 clusters Score -560004.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -560070.687500 Penalty: 2973.665771
	Iteration 15Q: 3 clusters Score -560070.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -560105.187500 Penalty: 2973.665771
	Iteration 16Q: 3 clusters Score -560105.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -560125.500000 Penalty: 2973.665771
	Iteration 17Q: 3 clusters Score -560125.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -560140.750000 Penalty: 2973.665771
	Iteration 18Q: 3 clusters Score -560140.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -560152.187500 Penalty: 2973.665771
	Iteration 19Q: 3 clusters Score -560152.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -560160.937500 Penalty: 2973.665771
	Iteration 20F: 3 clusters Score -560160.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -560170.000000 Penalty: 2973.665771
	Iteration 21Q: 3 clusters Score -560170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -560175.500000 Penalty: 2973.665771
	Iteration 22Q: 3 clusters Score -560175.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -560182.625000 Penalty: 2973.665771
	Iteration 23Q: 3 clusters Score -560182.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -560185.812500 Penalty: 2973.665771
	Iteration 24Q: 3 clusters Score -560185.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -560188.937500 Penalty: 2973.665771
	Iteration 25Q: 3 clusters Score -560188.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -560191.187500 Penalty: 2973.665771
	Iteration 26Q: 3 clusters Score -560191.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -560193.437500 Penalty: 2973.665771
	Iteration 27Q: 3 clusters Score -560193.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -560195.812500 Penalty: 2973.665771
	Iteration 28Q: 3 clusters Score -560195.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -560199.312500 Penalty: 2973.665771
	Iteration 29Q: 3 clusters Score -560199.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -560199.687500 Penalty: 2973.665771
	Iteration 30Q: 3 clusters Score -560199.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -560200.375000 Penalty: 2973.665771
	Iteration 31Q: 3 clusters Score -560200.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -560201.687500 Penalty: 2973.665771
	Iteration 32Q: 3 clusters Score -560201.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -560203.687500 Penalty: 2973.665771
	Iteration 33Q: 3 clusters Score -560203.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -560204.687500 Penalty: 2973.665771
	Iteration 34Q: 3 clusters Score -560204.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -560204.812500 Penalty: 2973.665771
	Iteration 35Q: 3 clusters Score -560204.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -560207.812500 Penalty: 2973.665771
	Iteration 36Q: 3 clusters Score -560207.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -560209.125000 Penalty: 2973.665771
	Iteration 37Q: 3 clusters Score -560209.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -560209.062500 Penalty: 2973.665771
	Iteration 38Q: 3 clusters Score -560209.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -560211.250000 Penalty: 2973.665771
	Iteration 39Q: 3 clusters Score -560211.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -560211.250000 Penalty: 2973.665771
	Iteration 40F: 3 clusters Score -560211.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -36010.039062 Penalty: 1065.245483
	Iteration 0F: 2 clusters Score -36010.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -34835.070312 Penalty: 2130.490967
	Iteration 0F: 3 clusters Score -34835.07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35060.320312 Penalty: 2130.490967
	Iteration 1F: 3 clusters Score -35060.32 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -35123.218750 Penalty: 2130.490967
	Iteration 2F: 3 clusters Score -35123.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -35171.171875 Penalty: 2130.490967
	Iteration 3Q: 3 clusters Score -35171.17 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -35240.703125 Penalty: 2130.490967
	Iteration 4Q: 3 clusters Score -35240.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -35373.183594 Penalty: 2130.490967
	Iteration 5Q: 3 clusters Score -35373.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -35597.667969 Penalty: 2130.490967
	Iteration 6F: 3 clusters Score -35597.67 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -35836.671875 Penalty: 2130.490967
	Iteration 7F: 3 clusters Score -35836.67 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -36049.523438 Penalty: 2130.490967
	Iteration 8F: 3 clusters Score -36049.52 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -36198.121094 Penalty: 2130.490967
	Iteration 9F: 3 clusters Score -36198.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -36265.945312 Penalty: 2130.490967
	Iteration 10Q: 3 clusters Score -36265.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -36312.519531 Penalty: 2130.490967
	Iteration 11Q: 3 clusters Score -36312.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -36332.148438 Penalty: 2130.490967
	Iteration 12Q: 3 clusters Score -36332.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -36348.898438 Penalty: 2130.490967
	Iteration 13Q: 3 clusters Score -36348.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -36367.988281 Penalty: 2130.490967
	Iteration 14Q: 3 clusters Score -36367.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -36367.988281 Penalty: 2130.490967
	Iteration 15F: 3 clusters Score -36367.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4962 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28432 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19588 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11476 members 
Mstep: Class 14 contains 66274 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6969 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4018 members 
Mstep: Class 19 contains 123032 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 7163 members 
Mstep: Class 23 contains 10819 members 
Mstep: Class 24 contains 2624 members 
Mstep: Class 25 contains 5035 members 
Mstep: Class 26 contains 536 members 
Entering Unmasked Estep 
Score: -21333480.000000 Penalty: 54051.542969
Splitting cluster 2 changes total score from -21334174.000000 to -21333480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Entering Unmasked Estep 
Score: -166804.500000 Penalty: 1290.749390
	Iteration 0F: 2 clusters Score -166804.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -164218.531250 Penalty: 2581.498779
	Iteration 0F: 3 clusters Score -164218.5 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -164797.421875 Penalty: 2581.498779
	Iteration 1F: 3 clusters Score -164797.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -164927.812500 Penalty: 2581.498779
	Iteration 2F: 3 clusters Score -164927.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -165000.015625 Penalty: 2581.498779
	Iteration 3Q: 3 clusters Score -165000 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -165042.468750 Penalty: 2581.498779
	Iteration 4Q: 3 clusters Score -165042.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -165071.437500 Penalty: 2581.498779
	Iteration 5Q: 3 clusters Score -165071.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -165091.234375 Penalty: 2581.498779
	Iteration 6Q: 3 clusters Score -165091.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -165108.093750 Penalty: 2581.498779
	Iteration 7Q: 3 clusters Score -165108.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -165130.218750 Penalty: 2581.498779
	Iteration 8Q: 3 clusters Score -165130.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -165153.750000 Penalty: 2581.498779
	Iteration 9Q: 3 clusters Score -165153.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -165181.359375 Penalty: 2581.498779
	Iteration 10Q: 3 clusters Score -165181.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -165207.687500 Penalty: 2581.498779
	Iteration 11Q: 3 clusters Score -165207.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -165236.687500 Penalty: 2581.498779
	Iteration 12Q: 3 clusters Score -165236.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -165275.375000 Penalty: 2581.498779
	Iteration 13Q: 3 clusters Score -165275.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -165303.984375 Penalty: 2581.498779
	Iteration 14Q: 3 clusters Score -165304 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -165334.593750 Penalty: 2581.498779
	Iteration 15Q: 3 clusters Score -165334.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -165363.421875 Penalty: 2581.498779
	Iteration 16Q: 3 clusters Score -165363.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -165406.562500 Penalty: 2581.498779
	Iteration 17Q: 3 clusters Score -165406.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -165460.359375 Penalty: 2581.498779
	Iteration 18Q: 3 clusters Score -165460.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -165515.984375 Penalty: 2581.498779
	Iteration 19Q: 3 clusters Score -165516 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -165574.484375 Penalty: 2581.498779
	Iteration 20F: 3 clusters Score -165574.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -165642.125000 Penalty: 2581.498779
	Iteration 21Q: 3 clusters Score -165642.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -165750.031250 Penalty: 2581.498779
	Iteration 22Q: 3 clusters Score -165750 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -165876.421875 Penalty: 2581.498779
	Iteration 23Q: 3 clusters Score -165876.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -165999.765625 Penalty: 2581.498779
	Iteration 24Q: 3 clusters Score -165999.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -166090.031250 Penalty: 2581.498779
	Iteration 25Q: 3 clusters Score -166090 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -166180.703125 Penalty: 2581.498779
	Iteration 26Q: 3 clusters Score -166180.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -166239.859375 Penalty: 2581.498779
	Iteration 27Q: 3 clusters Score -166239.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -166273.078125 Penalty: 2581.498779
	Iteration 28Q: 3 clusters Score -166273.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -166300.687500 Penalty: 2581.498779
	Iteration 29Q: 3 clusters Score -166300.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -166336.171875 Penalty: 2581.498779
	Iteration 30Q: 3 clusters Score -166336.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -166354.734375 Penalty: 2581.498779
	Iteration 31Q: 3 clusters Score -166354.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -166374.578125 Penalty: 2581.498779
	Iteration 32Q: 3 clusters Score -166374.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -166392.500000 Penalty: 2581.498779
	Iteration 33Q: 3 clusters Score -166392.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -166409.734375 Penalty: 2581.498779
	Iteration 34Q: 3 clusters Score -166409.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -166424.328125 Penalty: 2581.498779
	Iteration 35Q: 3 clusters Score -166424.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -166442.281250 Penalty: 2581.498779
	Iteration 36Q: 3 clusters Score -166442.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -166465.906250 Penalty: 2581.498779
	Iteration 37Q: 3 clusters Score -166465.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -166474.546875 Penalty: 2581.498779
	Iteration 38Q: 3 clusters Score -166474.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -166480.562500 Penalty: 2581.498779
	Iteration 39Q: 3 clusters Score -166480.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -166481.500000 Penalty: 2581.498779
	Iteration 40F: 3 clusters Score -166481.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Entering Unmasked Estep 
Score: -1198189.875000 Penalty: 1604.960693
	Iteration 0F: 2 clusters Score -1198190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1184754.500000 Penalty: 3209.921387
	Iteration 0F: 3 clusters Score -1184754 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1189742.750000 Penalty: 3209.921387
	Iteration 1F: 3 clusters Score -1189743 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1190232.375000 Penalty: 3209.921387
	Iteration 2F: 3 clusters Score -1190232 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1190787.375000 Penalty: 3209.921387
	Iteration 3F: 3 clusters Score -1190787 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1191401.125000 Penalty: 3209.921387
	Iteration 4F: 3 clusters Score -1191401 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1192017.250000 Penalty: 3209.921387
	Iteration 5F: 3 clusters Score -1192017 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1192581.125000 Penalty: 3209.921387
	Iteration 6Q: 3 clusters Score -1192581 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1193115.000000 Penalty: 3209.921387
	Iteration 7Q: 3 clusters Score -1193115 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1193546.750000 Penalty: 3209.921387
	Iteration 8Q: 3 clusters Score -1193547 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1193935.375000 Penalty: 3209.921387
	Iteration 9Q: 3 clusters Score -1193935 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1194250.000000 Penalty: 3209.921387
	Iteration 10Q: 3 clusters Score -1194250 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1194532.875000 Penalty: 3209.921387
	Iteration 11Q: 3 clusters Score -1194533 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1194779.500000 Penalty: 3209.921387
	Iteration 12Q: 3 clusters Score -1194780 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1195041.000000 Penalty: 3209.921387
	Iteration 13Q: 3 clusters Score -1195041 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1195285.875000 Penalty: 3209.921387
	Iteration 14Q: 3 clusters Score -1195286 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1195489.875000 Penalty: 3209.921387
	Iteration 15Q: 3 clusters Score -1195490 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1195699.875000 Penalty: 3209.921387
	Iteration 16Q: 3 clusters Score -1195700 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1195883.125000 Penalty: 3209.921387
	Iteration 17Q: 3 clusters Score -1195883 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1196024.125000 Penalty: 3209.921387
	Iteration 18Q: 3 clusters Score -1196024 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1196167.750000 Penalty: 3209.921387
	Iteration 19Q: 3 clusters Score -1196168 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -1196265.750000 Penalty: 3209.921387
	Iteration 20F: 3 clusters Score -1196266 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -1196349.625000 Penalty: 3209.921387
	Iteration 21Q: 3 clusters Score -1196350 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -1196431.500000 Penalty: 3209.921387
	Iteration 22Q: 3 clusters Score -1196432 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -1196490.875000 Penalty: 3209.921387
	Iteration 23Q: 3 clusters Score -1196491 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -1196558.875000 Penalty: 3209.921387
	Iteration 24Q: 3 clusters Score -1196559 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -1196617.500000 Penalty: 3209.921387
	Iteration 25Q: 3 clusters Score -1196618 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -1196662.125000 Penalty: 3209.921387
	Iteration 26Q: 3 clusters Score -1196662 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -1196698.625000 Penalty: 3209.921387
	Iteration 27Q: 3 clusters Score -1196699 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -1196736.125000 Penalty: 3209.921387
	Iteration 28Q: 3 clusters Score -1196736 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -1196768.000000 Penalty: 3209.921387
	Iteration 29Q: 3 clusters Score -1196768 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -1196791.750000 Penalty: 3209.921387
	Iteration 30Q: 3 clusters Score -1196792 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -1196807.750000 Penalty: 3209.921387
	Iteration 31Q: 3 clusters Score -1196808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -1196823.250000 Penalty: 3209.921387
	Iteration 32Q: 3 clusters Score -1196823 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -1196831.125000 Penalty: 3209.921387
	Iteration 33Q: 3 clusters Score -1196831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -1196838.500000 Penalty: 3209.921387
	Iteration 34Q: 3 clusters Score -1196838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1196846.125000 Penalty: 3209.921387
	Iteration 35Q: 3 clusters Score -1196846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -1196855.250000 Penalty: 3209.921387
	Iteration 36Q: 3 clusters Score -1196855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -1196862.500000 Penalty: 3209.921387
	Iteration 37Q: 3 clusters Score -1196862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -1196868.000000 Penalty: 3209.921387
	Iteration 38Q: 3 clusters Score -1196868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -1196874.125000 Penalty: 3209.921387
	Iteration 39Q: 3 clusters Score -1196874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -1196878.875000 Penalty: 3209.921387
	Iteration 40F: 3 clusters Score -1196879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -1196883.625000 Penalty: 3209.921387
	Iteration 41Q: 3 clusters Score -1196884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -1196884.500000 Penalty: 3209.921387
	Iteration 42Q: 3 clusters Score -1196884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -1196886.750000 Penalty: 3209.921387
	Iteration 43Q: 3 clusters Score -1196887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -1196890.125000 Penalty: 3209.921387
	Iteration 44Q: 3 clusters Score -1196890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -1196889.750000 Penalty: 3209.921387
	Iteration 45Q: 3 clusters Score -1196890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -1196894.625000 Penalty: 3209.921387
	Iteration 46Q: 3 clusters Score -1196895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -1196897.375000 Penalty: 3209.921387
	Iteration 47Q: 3 clusters Score -1196897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -1196901.125000 Penalty: 3209.921387
	Iteration 48Q: 3 clusters Score -1196901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -1196902.125000 Penalty: 3209.921387
	Iteration 49Q: 3 clusters Score -1196902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -1196905.375000 Penalty: 3209.921387
	Iteration 50Q: 3 clusters Score -1196905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -1196908.000000 Penalty: 3209.921387
	Iteration 51Q: 3 clusters Score -1196908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -1196912.625000 Penalty: 3209.921387
	Iteration 52Q: 3 clusters Score -1196913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -1196916.375000 Penalty: 3209.921387
	Iteration 53Q: 3 clusters Score -1196916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -1196915.875000 Penalty: 3209.921387
	Iteration 54Q: 3 clusters Score -1196916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -1196919.625000 Penalty: 3209.921387
	Iteration 55Q: 3 clusters Score -1196920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -1196923.375000 Penalty: 3209.921387
	Iteration 56Q: 3 clusters Score -1196923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -1196928.375000 Penalty: 3209.921387
	Iteration 57Q: 3 clusters Score -1196928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -1196929.625000 Penalty: 3209.921387
	Iteration 58Q: 3 clusters Score -1196930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -1196939.000000 Penalty: 3209.921387
	Iteration 59Q: 3 clusters Score -1196939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -1196944.000000 Penalty: 3209.921387
	Iteration 60F: 3 clusters Score -1196944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -1196947.875000 Penalty: 3209.921387
	Iteration 61Q: 3 clusters Score -1196948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -1196951.875000 Penalty: 3209.921387
	Iteration 62Q: 3 clusters Score -1196952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -1196956.125000 Penalty: 3209.921387
	Iteration 63Q: 3 clusters Score -1196956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -1196958.625000 Penalty: 3209.921387
	Iteration 64Q: 3 clusters Score -1196959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -1196963.625000 Penalty: 3209.921387
	Iteration 65Q: 3 clusters Score -1196964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -1196967.000000 Penalty: 3209.921387
	Iteration 66Q: 3 clusters Score -1196967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -1196975.500000 Penalty: 3209.921387
	Iteration 67Q: 3 clusters Score -1196976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -1196979.125000 Penalty: 3209.921387
	Iteration 68Q: 3 clusters Score -1196979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -1196983.375000 Penalty: 3209.921387
	Iteration 69Q: 3 clusters Score -1196983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -1196983.625000 Penalty: 3209.921387
	Iteration 70Q: 3 clusters Score -1196984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -1196985.875000 Penalty: 3209.921387
	Iteration 71Q: 3 clusters Score -1196986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -1196986.250000 Penalty: 3209.921387
	Iteration 72Q: 3 clusters Score -1196986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -1196987.625000 Penalty: 3209.921387
	Iteration 73Q: 3 clusters Score -1196988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -1196987.500000 Penalty: 3209.921387
	Iteration 74Q: 3 clusters Score -1196988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -1196987.125000 Penalty: 3209.921387
	Iteration 75Q: 3 clusters Score -1196987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -1196991.500000 Penalty: 3209.921387
	Iteration 76Q: 3 clusters Score -1196992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -1196992.875000 Penalty: 3209.921387
	Iteration 77Q: 3 clusters Score -1196993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -1196993.875000 Penalty: 3209.921387
	Iteration 78Q: 3 clusters Score -1196994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -1196993.000000 Penalty: 3209.921387
	Iteration 79Q: 3 clusters Score -1196993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -1196993.500000 Penalty: 3209.921387
	Iteration 80F: 3 clusters Score -1196994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -1196993.625000 Penalty: 3209.921387
	Iteration 81Q: 3 clusters Score -1196994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -1196993.625000 Penalty: 3209.921387
	Iteration 82F: 3 clusters Score -1196994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Entering Unmasked Estep 
Score: -69629.351562 Penalty: 1157.858521
	Iteration 0F: 2 clusters Score -69629.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -68018.382812 Penalty: 2315.717041
	Iteration 0F: 3 clusters Score -68018.38 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -68369.007812 Penalty: 2315.717041
	Iteration 1F: 3 clusters Score -68369.01 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -68450.046875 Penalty: 2315.717041
	Iteration 2F: 3 clusters Score -68450.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -68492.906250 Penalty: 2315.717041
	Iteration 3Q: 3 clusters Score -68492.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -68516.671875 Penalty: 2315.717041
	Iteration 4Q: 3 clusters Score -68516.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -68533.734375 Penalty: 2315.717041
	Iteration 5Q: 3 clusters Score -68533.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -68541.539062 Penalty: 2315.717041
	Iteration 6Q: 3 clusters Score -68541.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -68546.960938 Penalty: 2315.717041
	Iteration 7Q: 3 clusters Score -68546.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -68553.664062 Penalty: 2315.717041
	Iteration 8Q: 3 clusters Score -68553.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -68563.039062 Penalty: 2315.717041
	Iteration 9Q: 3 clusters Score -68563.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -68566.828125 Penalty: 2315.717041
	Iteration 10Q: 3 clusters Score -68566.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -68571.515625 Penalty: 2315.717041
	Iteration 11Q: 3 clusters Score -68571.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -68579.351562 Penalty: 2315.717041
	Iteration 12Q: 3 clusters Score -68579.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -68598.695312 Penalty: 2315.717041
	Iteration 13Q: 3 clusters Score -68598.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -68614.351562 Penalty: 2315.717041
	Iteration 14Q: 3 clusters Score -68614.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -68627.445312 Penalty: 2315.717041
	Iteration 15Q: 3 clusters Score -68627.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -68646.679688 Penalty: 2315.717041
	Iteration 16Q: 3 clusters Score -68646.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -68655.601562 Penalty: 2315.717041
	Iteration 17Q: 3 clusters Score -68655.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -68669.039062 Penalty: 2315.717041
	Iteration 18Q: 3 clusters Score -68669.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -68675.617188 Penalty: 2315.717041
	Iteration 19Q: 3 clusters Score -68675.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -68678.484375 Penalty: 2315.717041
	Iteration 20F: 3 clusters Score -68678.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -68680.789062 Penalty: 2315.717041
	Iteration 21Q: 3 clusters Score -68680.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -68681.882812 Penalty: 2315.717041
	Iteration 22Q: 3 clusters Score -68681.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -68681.882812 Penalty: 2315.717041
	Iteration 23F: 3 clusters Score -68681.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Entering Unmasked Estep 
Score: -250333.562500 Penalty: 1382.804199
	Iteration 0F: 2 clusters Score -250333.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -246406.046875 Penalty: 2765.608398
	Iteration 0F: 3 clusters Score -246406 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -247725.343750 Penalty: 2765.608398
	Iteration 1F: 3 clusters Score -247725.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -248011.265625 Penalty: 2765.608398
	Iteration 2F: 3 clusters Score -248011.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -248223.343750 Penalty: 2765.608398
	Iteration 3F: 3 clusters Score -248223.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -248405.906250 Penalty: 2765.608398
	Iteration 4F: 3 clusters Score -248405.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -248554.765625 Penalty: 2765.608398
	Iteration 5Q: 3 clusters Score -248554.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -248671.875000 Penalty: 2765.608398
	Iteration 6Q: 3 clusters Score -248671.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -248760.625000 Penalty: 2765.608398
	Iteration 7Q: 3 clusters Score -248760.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -248853.468750 Penalty: 2765.608398
	Iteration 8Q: 3 clusters Score -248853.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -248926.500000 Penalty: 2765.608398
	Iteration 9Q: 3 clusters Score -248926.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -248985.062500 Penalty: 2765.608398
	Iteration 10Q: 3 clusters Score -248985.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -249042.000000 Penalty: 2765.608398
	Iteration 11Q: 3 clusters Score -249042 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -249100.515625 Penalty: 2765.608398
	Iteration 12Q: 3 clusters Score -249100.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -249159.703125 Penalty: 2765.608398
	Iteration 13Q: 3 clusters Score -249159.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -249198.937500 Penalty: 2765.608398
	Iteration 14Q: 3 clusters Score -249198.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -249227.265625 Penalty: 2765.608398
	Iteration 15Q: 3 clusters Score -249227.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -249247.812500 Penalty: 2765.608398
	Iteration 16Q: 3 clusters Score -249247.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -249266.562500 Penalty: 2765.608398
	Iteration 17Q: 3 clusters Score -249266.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -249282.875000 Penalty: 2765.608398
	Iteration 18Q: 3 clusters Score -249282.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -249293.421875 Penalty: 2765.608398
	Iteration 19Q: 3 clusters Score -249293.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -249304.031250 Penalty: 2765.608398
	Iteration 20F: 3 clusters Score -249304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -249312.968750 Penalty: 2765.608398
	Iteration 21Q: 3 clusters Score -249313 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -249324.187500 Penalty: 2765.608398
	Iteration 22Q: 3 clusters Score -249324.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -249330.562500 Penalty: 2765.608398
	Iteration 23Q: 3 clusters Score -249330.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -249338.812500 Penalty: 2765.608398
	Iteration 24Q: 3 clusters Score -249338.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -249344.859375 Penalty: 2765.608398
	Iteration 25Q: 3 clusters Score -249344.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -249348.718750 Penalty: 2765.608398
	Iteration 26Q: 3 clusters Score -249348.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -249350.656250 Penalty: 2765.608398
	Iteration 27Q: 3 clusters Score -249350.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -249354.140625 Penalty: 2765.608398
	Iteration 28Q: 3 clusters Score -249354.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -249356.984375 Penalty: 2765.608398
	Iteration 29Q: 3 clusters Score -249357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -249360.203125 Penalty: 2765.608398
	Iteration 30Q: 3 clusters Score -249360.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -249363.281250 Penalty: 2765.608398
	Iteration 31Q: 3 clusters Score -249363.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -249364.593750 Penalty: 2765.608398
	Iteration 32Q: 3 clusters Score -249364.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -249366.609375 Penalty: 2765.608398
	Iteration 33Q: 3 clusters Score -249366.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -249367.593750 Penalty: 2765.608398
	Iteration 34Q: 3 clusters Score -249367.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -249368.578125 Penalty: 2765.608398
	Iteration 35Q: 3 clusters Score -249368.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -249369.468750 Penalty: 2765.608398
	Iteration 36Q: 3 clusters Score -249369.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -249370.421875 Penalty: 2765.608398
	Iteration 37Q: 3 clusters Score -249370.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -249371.703125 Penalty: 2765.608398
	Iteration 38Q: 3 clusters Score -249371.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -249373.578125 Penalty: 2765.608398
	Iteration 39Q: 3 clusters Score -249373.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -249374.031250 Penalty: 2765.608398
	Iteration 40F: 3 clusters Score -249374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -249375.078125 Penalty: 2765.608398
	Iteration 41Q: 3 clusters Score -249375.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -249375.718750 Penalty: 2765.608398
	Iteration 42Q: 3 clusters Score -249375.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -249376.093750 Penalty: 2765.608398
	Iteration 43Q: 3 clusters Score -249376.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -249376.046875 Penalty: 2765.608398
	Iteration 44Q: 3 clusters Score -249376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -249376.156250 Penalty: 2765.608398
	Iteration 45Q: 3 clusters Score -249376.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -249376.156250 Penalty: 2765.608398
	Iteration 46F: 3 clusters Score -249376.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Entering Unmasked Estep 
Score: -325124.593750 Penalty: 1392.343384
	Iteration 0F: 2 clusters Score -325124.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -321025.343750 Penalty: 2784.686768
	Iteration 0F: 3 clusters Score -321025.3 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -322111.343750 Penalty: 2784.686768
	Iteration 1F: 3 clusters Score -322111.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -322305.937500 Penalty: 2784.686768
	Iteration 2F: 3 clusters Score -322305.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -322475.281250 Penalty: 2784.686768
	Iteration 3F: 3 clusters Score -322475.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -322679.937500 Penalty: 2784.686768
	Iteration 4Q: 3 clusters Score -322679.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -322831.656250 Penalty: 2784.686768
	Iteration 5F: 3 clusters Score -322831.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -322976.343750 Penalty: 2784.686768
	Iteration 6Q: 3 clusters Score -322976.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -323130.593750 Penalty: 2784.686768
	Iteration 7Q: 3 clusters Score -323130.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -323290.937500 Penalty: 2784.686768
	Iteration 8Q: 3 clusters Score -323290.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -323418.843750 Penalty: 2784.686768
	Iteration 9Q: 3 clusters Score -323418.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -323521.781250 Penalty: 2784.686768
	Iteration 10Q: 3 clusters Score -323521.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -323611.437500 Penalty: 2784.686768
	Iteration 11Q: 3 clusters Score -323611.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -323678.218750 Penalty: 2784.686768
	Iteration 12Q: 3 clusters Score -323678.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -323720.781250 Penalty: 2784.686768
	Iteration 13Q: 3 clusters Score -323720.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -323768.687500 Penalty: 2784.686768
	Iteration 14Q: 3 clusters Score -323768.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -323829.406250 Penalty: 2784.686768
	Iteration 15Q: 3 clusters Score -323829.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -323875.187500 Penalty: 2784.686768
	Iteration 16Q: 3 clusters Score -323875.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -323910.281250 Penalty: 2784.686768
	Iteration 17Q: 3 clusters Score -323910.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -323931.718750 Penalty: 2784.686768
	Iteration 18Q: 3 clusters Score -323931.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -323948.000000 Penalty: 2784.686768
	Iteration 19Q: 3 clusters Score -323948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -323961.750000 Penalty: 2784.686768
	Iteration 20F: 3 clusters Score -323961.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -323978.468750 Penalty: 2784.686768
	Iteration 21Q: 3 clusters Score -323978.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -323993.656250 Penalty: 2784.686768
	Iteration 22Q: 3 clusters Score -323993.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -324003.343750 Penalty: 2784.686768
	Iteration 23Q: 3 clusters Score -324003.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -324006.375000 Penalty: 2784.686768
	Iteration 24Q: 3 clusters Score -324006.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -324010.000000 Penalty: 2784.686768
	Iteration 25Q: 3 clusters Score -324010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -324013.281250 Penalty: 2784.686768
	Iteration 26Q: 3 clusters Score -324013.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -324017.187500 Penalty: 2784.686768
	Iteration 27Q: 3 clusters Score -324017.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -324020.343750 Penalty: 2784.686768
	Iteration 28Q: 3 clusters Score -324020.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -324022.312500 Penalty: 2784.686768
	Iteration 29Q: 3 clusters Score -324022.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -324024.406250 Penalty: 2784.686768
	Iteration 30Q: 3 clusters Score -324024.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -324027.562500 Penalty: 2784.686768
	Iteration 31Q: 3 clusters Score -324027.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -324030.562500 Penalty: 2784.686768
	Iteration 32Q: 3 clusters Score -324030.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -324034.937500 Penalty: 2784.686768
	Iteration 33Q: 3 clusters Score -324034.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -324041.125000 Penalty: 2784.686768
	Iteration 34Q: 3 clusters Score -324041.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -324046.125000 Penalty: 2784.686768
	Iteration 35Q: 3 clusters Score -324046.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -324048.312500 Penalty: 2784.686768
	Iteration 36Q: 3 clusters Score -324048.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -324049.906250 Penalty: 2784.686768
	Iteration 37Q: 3 clusters Score -324049.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -324051.218750 Penalty: 2784.686768
	Iteration 38Q: 3 clusters Score -324051.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -324051.468750 Penalty: 2784.686768
	Iteration 39Q: 3 clusters Score -324051.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -324052.968750 Penalty: 2784.686768
	Iteration 40F: 3 clusters Score -324053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -324053.218750 Penalty: 2784.686768
	Iteration 41Q: 3 clusters Score -324053.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -324053.343750 Penalty: 2784.686768
	Iteration 42Q: 3 clusters Score -324053.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -324053.000000 Penalty: 2784.686768
	Iteration 43Q: 3 clusters Score -324053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -324053.812500 Penalty: 2784.686768
	Iteration 44Q: 3 clusters Score -324053.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -324053.875000 Penalty: 2784.686768
	Iteration 45Q: 3 clusters Score -324053.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -324054.656250 Penalty: 2784.686768
	Iteration 46Q: 3 clusters Score -324054.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -324054.656250 Penalty: 2784.686768
	Iteration 47F: 3 clusters Score -324054.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Entering Unmasked Estep 
Score: -98451.726562 Penalty: 1208.546021
	Iteration 0F: 2 clusters Score -98451.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -96549.507812 Penalty: 2417.092041
	Iteration 0F: 3 clusters Score -96549.51 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -96933.523438 Penalty: 2417.092041
	Iteration 1F: 3 clusters Score -96933.52 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -97009.937500 Penalty: 2417.092041
	Iteration 2F: 3 clusters Score -97009.94 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -97054.859375 Penalty: 2417.092041
	Iteration 3Q: 3 clusters Score -97054.86 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -97087.382812 Penalty: 2417.092041
	Iteration 4Q: 3 clusters Score -97087.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -97115.546875 Penalty: 2417.092041
	Iteration 5Q: 3 clusters Score -97115.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -97148.992188 Penalty: 2417.092041
	Iteration 6Q: 3 clusters Score -97148.99 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -97177.664062 Penalty: 2417.092041
	Iteration 7Q: 3 clusters Score -97177.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -97198.757812 Penalty: 2417.092041
	Iteration 8Q: 3 clusters Score -97198.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -97215.843750 Penalty: 2417.092041
	Iteration 9Q: 3 clusters Score -97215.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -97231.570312 Penalty: 2417.092041
	Iteration 10Q: 3 clusters Score -97231.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -97252.328125 Penalty: 2417.092041
	Iteration 11Q: 3 clusters Score -97252.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -97278.812500 Penalty: 2417.092041
	Iteration 12Q: 3 clusters Score -97278.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -97309.031250 Penalty: 2417.092041
	Iteration 13Q: 3 clusters Score -97309.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -97342.882812 Penalty: 2417.092041
	Iteration 14Q: 3 clusters Score -97342.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -97377.945312 Penalty: 2417.092041
	Iteration 15Q: 3 clusters Score -97377.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -97417.773438 Penalty: 2417.092041
	Iteration 16Q: 3 clusters Score -97417.77 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -97474.601562 Penalty: 2417.092041
	Iteration 17Q: 3 clusters Score -97474.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -97530.984375 Penalty: 2417.092041
	Iteration 18Q: 3 clusters Score -97530.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -97602.632812 Penalty: 2417.092041
	Iteration 19Q: 3 clusters Score -97602.63 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -97719.429688 Penalty: 2417.092041
	Iteration 20F: 3 clusters Score -97719.43 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -97873.570312 Penalty: 2417.092041
	Iteration 21Q: 3 clusters Score -97873.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -97958.242188 Penalty: 2417.092041
	Iteration 22Q: 3 clusters Score -97958.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -98002.078125 Penalty: 2417.092041
	Iteration 23Q: 3 clusters Score -98002.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -98033.664062 Penalty: 2417.092041
	Iteration 24Q: 3 clusters Score -98033.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -98045.851562 Penalty: 2417.092041
	Iteration 25Q: 3 clusters Score -98045.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -98051.460938 Penalty: 2417.092041
	Iteration 26Q: 3 clusters Score -98051.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -98054.320312 Penalty: 2417.092041
	Iteration 27Q: 3 clusters Score -98054.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -98056.640625 Penalty: 2417.092041
	Iteration 28Q: 3 clusters Score -98056.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -98057.039062 Penalty: 2417.092041
	Iteration 29Q: 3 clusters Score -98057.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -98057.039062 Penalty: 2417.092041
	Iteration 30F: 3 clusters Score -98057.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Entering Unmasked Estep 
Score: -1856802.875000 Penalty: 1666.481567
	Iteration 0F: 2 clusters Score -1856803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1837542.625000 Penalty: 3332.963135
	Iteration 0F: 3 clusters Score -1837543 nChanged 12999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1844663.750000 Penalty: 3332.963135
	Iteration 1F: 3 clusters Score -1844664 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1845034.375000 Penalty: 3332.963135
	Iteration 2Q: 3 clusters Score -1845034 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1845409.500000 Penalty: 3332.963135
	Iteration 3Q: 3 clusters Score -1845410 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1845822.750000 Penalty: 3332.963135
	Iteration 4Q: 3 clusters Score -1845823 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1846254.125000 Penalty: 3332.963135
	Iteration 5Q: 3 clusters Score -1846254 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1846787.250000 Penalty: 3332.963135
	Iteration 6Q: 3 clusters Score -1846787 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1847491.000000 Penalty: 3332.963135
	Iteration 7Q: 3 clusters Score -1847491 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1848460.750000 Penalty: 3332.963135
	Iteration 8F: 3 clusters Score -1848461 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1849650.875000 Penalty: 3332.963135
	Iteration 9F: 3 clusters Score -1849651 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1850803.625000 Penalty: 3332.963135
	Iteration 10F: 3 clusters Score -1850804 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1851751.500000 Penalty: 3332.963135
	Iteration 11Q: 3 clusters Score -1851752 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1852543.875000 Penalty: 3332.963135
	Iteration 12Q: 3 clusters Score -1852544 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1853214.125000 Penalty: 3332.963135
	Iteration 13Q: 3 clusters Score -1853214 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1853737.750000 Penalty: 3332.963135
	Iteration 14Q: 3 clusters Score -1853738 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1854098.375000 Penalty: 3332.963135
	Iteration 15Q: 3 clusters Score -1854098 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1854353.875000 Penalty: 3332.963135
	Iteration 16Q: 3 clusters Score -1854354 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1854552.625000 Penalty: 3332.963135
	Iteration 17Q: 3 clusters Score -1854553 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1854704.750000 Penalty: 3332.963135
	Iteration 18Q: 3 clusters Score -1854705 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1854816.500000 Penalty: 3332.963135
	Iteration 19Q: 3 clusters Score -1854816 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1854898.875000 Penalty: 3332.963135
	Iteration 20F: 3 clusters Score -1854899 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1854965.750000 Penalty: 3332.963135
	Iteration 21Q: 3 clusters Score -1854966 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1855015.250000 Penalty: 3332.963135
	Iteration 22Q: 3 clusters Score -1855015 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1855076.250000 Penalty: 3332.963135
	Iteration 23Q: 3 clusters Score -1855076 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1855119.500000 Penalty: 3332.963135
	Iteration 24Q: 3 clusters Score -1855120 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1855153.750000 Penalty: 3332.963135
	Iteration 25Q: 3 clusters Score -1855154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1855175.625000 Penalty: 3332.963135
	Iteration 26Q: 3 clusters Score -1855176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1855200.625000 Penalty: 3332.963135
	Iteration 27Q: 3 clusters Score -1855201 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1855214.250000 Penalty: 3332.963135
	Iteration 28Q: 3 clusters Score -1855214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1855229.750000 Penalty: 3332.963135
	Iteration 29Q: 3 clusters Score -1855230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1855249.125000 Penalty: 3332.963135
	Iteration 30Q: 3 clusters Score -1855249 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1855270.875000 Penalty: 3332.963135
	Iteration 31Q: 3 clusters Score -1855271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1855290.000000 Penalty: 3332.963135
	Iteration 32Q: 3 clusters Score -1855290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1855298.125000 Penalty: 3332.963135
	Iteration 33Q: 3 clusters Score -1855298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1855305.750000 Penalty: 3332.963135
	Iteration 34Q: 3 clusters Score -1855306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1855314.375000 Penalty: 3332.963135
	Iteration 35Q: 3 clusters Score -1855314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1855321.875000 Penalty: 3332.963135
	Iteration 36Q: 3 clusters Score -1855322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1855323.875000 Penalty: 3332.963135
	Iteration 37Q: 3 clusters Score -1855324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1855329.375000 Penalty: 3332.963135
	Iteration 38Q: 3 clusters Score -1855329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1855335.000000 Penalty: 3332.963135
	Iteration 39Q: 3 clusters Score -1855335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1855335.125000 Penalty: 3332.963135
	Iteration 40F: 3 clusters Score -1855335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1855334.750000 Penalty: 3332.963135
	Iteration 41Q: 3 clusters Score -1855335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1855334.750000 Penalty: 3332.963135
	Iteration 42F: 3 clusters Score -1855335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Entering Unmasked Estep 
Score: -311860.500000 Penalty: 1389.005005
	Iteration 0F: 2 clusters Score -311860.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -307798.812500 Penalty: 2778.010010
	Iteration 0F: 3 clusters Score -307798.8 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -308925.656250 Penalty: 2778.010010
	Iteration 1F: 3 clusters Score -308925.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -309141.906250 Penalty: 2778.010010
	Iteration 2F: 3 clusters Score -309141.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -309309.531250 Penalty: 2778.010010
	Iteration 3F: 3 clusters Score -309309.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -309453.187500 Penalty: 2778.010010
	Iteration 4Q: 3 clusters Score -309453.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -309554.593750 Penalty: 2778.010010
	Iteration 5Q: 3 clusters Score -309554.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -309668.406250 Penalty: 2778.010010
	Iteration 6Q: 3 clusters Score -309668.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -309771.968750 Penalty: 2778.010010
	Iteration 7Q: 3 clusters Score -309772 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -309889.437500 Penalty: 2778.010010
	Iteration 8Q: 3 clusters Score -309889.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -310000.218750 Penalty: 2778.010010
	Iteration 9Q: 3 clusters Score -310000.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -310104.656250 Penalty: 2778.010010
	Iteration 10Q: 3 clusters Score -310104.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -310216.968750 Penalty: 2778.010010
	Iteration 11Q: 3 clusters Score -310217 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -310308.718750 Penalty: 2778.010010
	Iteration 12Q: 3 clusters Score -310308.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -310389.812500 Penalty: 2778.010010
	Iteration 13Q: 3 clusters Score -310389.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -310456.218750 Penalty: 2778.010010
	Iteration 14Q: 3 clusters Score -310456.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -310512.000000 Penalty: 2778.010010
	Iteration 15Q: 3 clusters Score -310512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -310548.531250 Penalty: 2778.010010
	Iteration 16Q: 3 clusters Score -310548.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -310576.656250 Penalty: 2778.010010
	Iteration 17Q: 3 clusters Score -310576.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -310598.125000 Penalty: 2778.010010
	Iteration 18Q: 3 clusters Score -310598.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -310610.906250 Penalty: 2778.010010
	Iteration 19Q: 3 clusters Score -310610.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -310625.343750 Penalty: 2778.010010
	Iteration 20F: 3 clusters Score -310625.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -310634.531250 Penalty: 2778.010010
	Iteration 21Q: 3 clusters Score -310634.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -310643.000000 Penalty: 2778.010010
	Iteration 22Q: 3 clusters Score -310643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -310652.156250 Penalty: 2778.010010
	Iteration 23Q: 3 clusters Score -310652.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -310664.687500 Penalty: 2778.010010
	Iteration 24Q: 3 clusters Score -310664.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -310676.656250 Penalty: 2778.010010
	Iteration 25Q: 3 clusters Score -310676.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -310687.156250 Penalty: 2778.010010
	Iteration 26Q: 3 clusters Score -310687.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -310698.375000 Penalty: 2778.010010
	Iteration 27Q: 3 clusters Score -310698.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -310703.281250 Penalty: 2778.010010
	Iteration 28Q: 3 clusters Score -310703.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -310712.156250 Penalty: 2778.010010
	Iteration 29Q: 3 clusters Score -310712.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -310715.375000 Penalty: 2778.010010
	Iteration 30Q: 3 clusters Score -310715.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -310722.375000 Penalty: 2778.010010
	Iteration 31Q: 3 clusters Score -310722.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -310725.718750 Penalty: 2778.010010
	Iteration 32Q: 3 clusters Score -310725.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -310726.718750 Penalty: 2778.010010
	Iteration 33Q: 3 clusters Score -310726.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -310726.718750 Penalty: 2778.010010
	Iteration 34F: 3 clusters Score -310726.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Entering Unmasked Estep 
Score: -1226010.875000 Penalty: 1605.934204
	Iteration 0F: 2 clusters Score -1226011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1212755.250000 Penalty: 3211.868408
	Iteration 0F: 3 clusters Score -1212755 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1217416.750000 Penalty: 3211.868408
	Iteration 1F: 3 clusters Score -1217417 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1217704.250000 Penalty: 3211.868408
	Iteration 2Q: 3 clusters Score -1217704 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1217974.000000 Penalty: 3211.868408
	Iteration 3Q: 3 clusters Score -1217974 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1218255.625000 Penalty: 3211.868408
	Iteration 4Q: 3 clusters Score -1218256 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1218626.875000 Penalty: 3211.868408
	Iteration 5Q: 3 clusters Score -1218627 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1219160.125000 Penalty: 3211.868408
	Iteration 6Q: 3 clusters Score -1219160 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1219862.250000 Penalty: 3211.868408
	Iteration 7F: 3 clusters Score -1219862 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1220870.625000 Penalty: 3211.868408
	Iteration 8F: 3 clusters Score -1220871 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -1222051.250000 Penalty: 3211.868408
	Iteration 9F: 3 clusters Score -1222051 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -1223056.625000 Penalty: 3211.868408
	Iteration 10F: 3 clusters Score -1223057 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -1223785.625000 Penalty: 3211.868408
	Iteration 11Q: 3 clusters Score -1223786 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -1224158.500000 Penalty: 3211.868408
	Iteration 12Q: 3 clusters Score -1224158 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -1224366.000000 Penalty: 3211.868408
	Iteration 13Q: 3 clusters Score -1224366 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -1224463.875000 Penalty: 3211.868408
	Iteration 14Q: 3 clusters Score -1224464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -1224518.500000 Penalty: 3211.868408
	Iteration 15Q: 3 clusters Score -1224518 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -1224564.750000 Penalty: 3211.868408
	Iteration 16Q: 3 clusters Score -1224565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -1224596.875000 Penalty: 3211.868408
	Iteration 17Q: 3 clusters Score -1224597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -1224607.750000 Penalty: 3211.868408
	Iteration 18Q: 3 clusters Score -1224608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -1224614.000000 Penalty: 3211.868408
	Iteration 19Q: 3 clusters Score -1224614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -1224615.750000 Penalty: 3211.868408
	Iteration 20F: 3 clusters Score -1224616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -1224620.625000 Penalty: 3211.868408
	Iteration 21Q: 3 clusters Score -1224621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -1224624.625000 Penalty: 3211.868408
	Iteration 22Q: 3 clusters Score -1224625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -1224626.625000 Penalty: 3211.868408
	Iteration 23Q: 3 clusters Score -1224627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -1224630.750000 Penalty: 3211.868408
	Iteration 24Q: 3 clusters Score -1224631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -1224630.875000 Penalty: 3211.868408
	Iteration 25Q: 3 clusters Score -1224631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -1224630.875000 Penalty: 3211.868408
	Iteration 26F: 3 clusters Score -1224631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -76444.703125 Penalty: 1158.380615
	Iteration 0F: 2 clusters Score -76444.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -74847.132812 Penalty: 2316.761230
	Iteration 0F: 3 clusters Score -74847.13 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -75186.406250 Penalty: 2316.761230
	Iteration 1F: 3 clusters Score -75186.41 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -75272.546875 Penalty: 2316.761230
	Iteration 2F: 3 clusters Score -75272.55 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -75310.734375 Penalty: 2316.761230
	Iteration 3Q: 3 clusters Score -75310.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -75327.500000 Penalty: 2316.761230
	Iteration 4Q: 3 clusters Score -75327.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -75337.539062 Penalty: 2316.761230
	Iteration 5Q: 3 clusters Score -75337.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -75344.414062 Penalty: 2316.761230
	Iteration 6Q: 3 clusters Score -75344.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -75349.750000 Penalty: 2316.761230
	Iteration 7Q: 3 clusters Score -75349.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -75353.585938 Penalty: 2316.761230
	Iteration 8Q: 3 clusters Score -75353.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -75356.468750 Penalty: 2316.761230
	Iteration 9Q: 3 clusters Score -75356.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -75360.203125 Penalty: 2316.761230
	Iteration 10Q: 3 clusters Score -75360.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -75362.929688 Penalty: 2316.761230
	Iteration 11Q: 3 clusters Score -75362.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -75365.773438 Penalty: 2316.761230
	Iteration 12Q: 3 clusters Score -75365.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -75367.757812 Penalty: 2316.761230
	Iteration 13Q: 3 clusters Score -75367.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -75371.703125 Penalty: 2316.761230
	Iteration 14Q: 3 clusters Score -75371.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -75373.234375 Penalty: 2316.761230
	Iteration 15Q: 3 clusters Score -75373.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -75373.859375 Penalty: 2316.761230
	Iteration 16Q: 3 clusters Score -75373.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -75374.179688 Penalty: 2316.761230
	Iteration 17Q: 3 clusters Score -75374.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -75376.593750 Penalty: 2316.761230
	Iteration 18Q: 3 clusters Score -75376.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -75379.125000 Penalty: 2316.761230
	Iteration 19Q: 3 clusters Score -75379.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -75379.398438 Penalty: 2316.761230
	Iteration 20F: 3 clusters Score -75379.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -75380.562500 Penalty: 2316.761230
	Iteration 21Q: 3 clusters Score -75380.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -75380.765625 Penalty: 2316.761230
	Iteration 22Q: 3 clusters Score -75380.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -75381.757812 Penalty: 2316.761230
	Iteration 23Q: 3 clusters Score -75381.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -75382.226562 Penalty: 2316.761230
	Iteration 24Q: 3 clusters Score -75382.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -75382.828125 Penalty: 2316.761230
	Iteration 25Q: 3 clusters Score -75382.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -75382.828125 Penalty: 2316.761230
	Iteration 26F: 3 clusters Score -75382.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Entering Unmasked Estep 
Score: -698949.062500 Penalty: 1519.052124
	Iteration 0F: 2 clusters Score -698949.1 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 5717 members 
Entering Unmasked Estep 
Score: -690744.812500 Penalty: 3038.104248
	Iteration 0F: 3 clusters Score -690744.8 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -693548.312500 Penalty: 3038.104248
	Iteration 1F: 3 clusters Score -693548.3 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -693770.000000 Penalty: 3038.104248
	Iteration 2F: 3 clusters Score -693770 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -693927.125000 Penalty: 3038.104248
	Iteration 3Q: 3 clusters Score -693927.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -694067.375000 Penalty: 3038.104248
	Iteration 4Q: 3 clusters Score -694067.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -694228.625000 Penalty: 3038.104248
	Iteration 5Q: 3 clusters Score -694228.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -694407.937500 Penalty: 3038.104248
	Iteration 6Q: 3 clusters Score -694407.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -694593.062500 Penalty: 3038.104248
	Iteration 7Q: 3 clusters Score -694593.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -694798.250000 Penalty: 3038.104248
	Iteration 8Q: 3 clusters Score -694798.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -695031.250000 Penalty: 3038.104248
	Iteration 9Q: 3 clusters Score -695031.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -695281.250000 Penalty: 3038.104248
	Iteration 10Q: 3 clusters Score -695281.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -695535.937500 Penalty: 3038.104248
	Iteration 11Q: 3 clusters Score -695535.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -695798.312500 Penalty: 3038.104248
	Iteration 12Q: 3 clusters Score -695798.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -696079.625000 Penalty: 3038.104248
	Iteration 13Q: 3 clusters Score -696079.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -696431.312500 Penalty: 3038.104248
	Iteration 14Q: 3 clusters Score -696431.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -696819.125000 Penalty: 3038.104248
	Iteration 15Q: 3 clusters Score -696819.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -697149.750000 Penalty: 3038.104248
	Iteration 16Q: 3 clusters Score -697149.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -697370.312500 Penalty: 3038.104248
	Iteration 17Q: 3 clusters Score -697370.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -697514.750000 Penalty: 3038.104248
	Iteration 18Q: 3 clusters Score -697514.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -697641.250000 Penalty: 3038.104248
	Iteration 19Q: 3 clusters Score -697641.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -697726.937500 Penalty: 3038.104248
	Iteration 20F: 3 clusters Score -697726.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -697790.625000 Penalty: 3038.104248
	Iteration 21Q: 3 clusters Score -697790.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -697843.187500 Penalty: 3038.104248
	Iteration 22Q: 3 clusters Score -697843.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -697884.812500 Penalty: 3038.104248
	Iteration 23Q: 3 clusters Score -697884.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -697915.687500 Penalty: 3038.104248
	Iteration 24Q: 3 clusters Score -697915.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -697935.187500 Penalty: 3038.104248
	Iteration 25Q: 3 clusters Score -697935.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -697967.625000 Penalty: 3038.104248
	Iteration 26Q: 3 clusters Score -697967.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -698009.062500 Penalty: 3038.104248
	Iteration 27Q: 3 clusters Score -698009.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -698044.000000 Penalty: 3038.104248
	Iteration 28Q: 3 clusters Score -698044 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -698066.187500 Penalty: 3038.104248
	Iteration 29Q: 3 clusters Score -698066.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -698080.750000 Penalty: 3038.104248
	Iteration 30Q: 3 clusters Score -698080.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -698095.062500 Penalty: 3038.104248
	Iteration 31Q: 3 clusters Score -698095.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -698105.375000 Penalty: 3038.104248
	Iteration 32Q: 3 clusters Score -698105.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -698112.500000 Penalty: 3038.104248
	Iteration 33Q: 3 clusters Score -698112.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -698119.375000 Penalty: 3038.104248
	Iteration 34Q: 3 clusters Score -698119.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -698125.812500 Penalty: 3038.104248
	Iteration 35Q: 3 clusters Score -698125.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -698129.062500 Penalty: 3038.104248
	Iteration 36Q: 3 clusters Score -698129.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -698136.312500 Penalty: 3038.104248
	Iteration 37Q: 3 clusters Score -698136.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -698145.437500 Penalty: 3038.104248
	Iteration 38Q: 3 clusters Score -698145.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -698149.437500 Penalty: 3038.104248
	Iteration 39Q: 3 clusters Score -698149.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -698151.812500 Penalty: 3038.104248
	Iteration 40F: 3 clusters Score -698151.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -698154.125000 Penalty: 3038.104248
	Iteration 41Q: 3 clusters Score -698154.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -698157.812500 Penalty: 3038.104248
	Iteration 42Q: 3 clusters Score -698157.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -698160.437500 Penalty: 3038.104248
	Iteration 43Q: 3 clusters Score -698160.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -698163.375000 Penalty: 3038.104248
	Iteration 44Q: 3 clusters Score -698163.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -698163.437500 Penalty: 3038.104248
	Iteration 45Q: 3 clusters Score -698163.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -698165.687500 Penalty: 3038.104248
	Iteration 46Q: 3 clusters Score -698165.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -698164.562500 Penalty: 3038.104248
	Iteration 47Q: 3 clusters Score -698164.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -698167.250000 Penalty: 3038.104248
	Iteration 48Q: 3 clusters Score -698167.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -698167.375000 Penalty: 3038.104248
	Iteration 49Q: 3 clusters Score -698167.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -698169.625000 Penalty: 3038.104248
	Iteration 50Q: 3 clusters Score -698169.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -698169.937500 Penalty: 3038.104248
	Iteration 51Q: 3 clusters Score -698169.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -698170.125000 Penalty: 3038.104248
	Iteration 52Q: 3 clusters Score -698170.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -698170.250000 Penalty: 3038.104248
	Iteration 53Q: 3 clusters Score -698170.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -698169.687500 Penalty: 3038.104248
	Iteration 54Q: 3 clusters Score -698169.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -698170.500000 Penalty: 3038.104248
	Iteration 55Q: 3 clusters Score -698170.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -698170.500000 Penalty: 3038.104248
	Iteration 56Q: 3 clusters Score -698170.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -698170.750000 Penalty: 3038.104248
	Iteration 57Q: 3 clusters Score -698170.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -698173.000000 Penalty: 3038.104248
	Iteration 58Q: 3 clusters Score -698173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -698175.500000 Penalty: 3038.104248
	Iteration 59Q: 3 clusters Score -698175.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -698175.187500 Penalty: 3038.104248
	Iteration 60F: 3 clusters Score -698175.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -698174.812500 Penalty: 3038.104248
	Iteration 61Q: 3 clusters Score -698174.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -698174.562500 Penalty: 3038.104248
	Iteration 62Q: 3 clusters Score -698174.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -698174.562500 Penalty: 3038.104248
	Iteration 63F: 3 clusters Score -698174.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66274 members 
Entering Unmasked Estep 
Score: -4253778.000000 Penalty: 1804.002319
	Iteration 0F: 2 clusters Score -4253778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -4209218.500000 Penalty: 3608.004639
	Iteration 0F: 3 clusters Score -4209218 nChanged 31474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -4227536.500000 Penalty: 3608.004639
	Iteration 1F: 3 clusters Score -4227536 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -4228238.500000 Penalty: 3608.004639
	Iteration 2Q: 3 clusters Score -4228238 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -4228975.500000 Penalty: 3608.004639
	Iteration 3Q: 3 clusters Score -4228976 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -4229761.500000 Penalty: 3608.004639
	Iteration 4Q: 3 clusters Score -4229762 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -4230886.000000 Penalty: 3608.004639
	Iteration 5Q: 3 clusters Score -4230886 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -4232422.500000 Penalty: 3608.004639
	Iteration 6Q: 3 clusters Score -4232422 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -4234661.000000 Penalty: 3608.004639
	Iteration 7F: 3 clusters Score -4234661 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -4237658.500000 Penalty: 3608.004639
	Iteration 8F: 3 clusters Score -4237658 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -4241080.000000 Penalty: 3608.004639
	Iteration 9F: 3 clusters Score -4241080 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 55657 members 
Entering Unmasked Estep 
Score: -4244313.000000 Penalty: 3608.004639
	Iteration 10F: 3 clusters Score -4244313 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 58656 members 
Entering Unmasked Estep 
Score: -4246800.000000 Penalty: 3608.004639
	Iteration 11Q: 3 clusters Score -4246800 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 60957 members 
Entering Unmasked Estep 
Score: -4248694.000000 Penalty: 3608.004639
	Iteration 12Q: 3 clusters Score -4248694 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 62629 members 
Entering Unmasked Estep 
Score: -4250047.000000 Penalty: 3608.004639
	Iteration 13Q: 3 clusters Score -4250047 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 63768 members 
Entering Unmasked Estep 
Score: -4250992.000000 Penalty: 3608.004639
	Iteration 14Q: 3 clusters Score -4250992 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 64447 members 
Entering Unmasked Estep 
Score: -4251580.000000 Penalty: 3608.004639
	Iteration 15Q: 3 clusters Score -4251580 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 64842 members 
Entering Unmasked Estep 
Score: -4251931.500000 Penalty: 3608.004639
	Iteration 16Q: 3 clusters Score -4251932 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 65055 members 
Entering Unmasked Estep 
Score: -4252143.500000 Penalty: 3608.004639
	Iteration 17Q: 3 clusters Score -4252144 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 65175 members 
Entering Unmasked Estep 
Score: -4252266.500000 Penalty: 3608.004639
	Iteration 18Q: 3 clusters Score -4252266 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 65243 members 
Entering Unmasked Estep 
Score: -4252338.500000 Penalty: 3608.004639
	Iteration 19Q: 3 clusters Score -4252338 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 65277 members 
Entering Unmasked Estep 
Score: -4252389.500000 Penalty: 3608.004639
	Iteration 20F: 3 clusters Score -4252390 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 65308 members 
Entering Unmasked Estep 
Score: -4252437.000000 Penalty: 3608.004639
	Iteration 21Q: 3 clusters Score -4252437 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 65327 members 
Entering Unmasked Estep 
Score: -4252470.000000 Penalty: 3608.004639
	Iteration 22Q: 3 clusters Score -4252470 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 65339 members 
Entering Unmasked Estep 
Score: -4252477.000000 Penalty: 3608.004639
	Iteration 23Q: 3 clusters Score -4252477 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 65352 members 
Entering Unmasked Estep 
Score: -4252495.000000 Penalty: 3608.004639
	Iteration 24Q: 3 clusters Score -4252495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 65365 members 
Entering Unmasked Estep 
Score: -4252504.000000 Penalty: 3608.004639
	Iteration 25Q: 3 clusters Score -4252504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 65372 members 
Entering Unmasked Estep 
Score: -4252509.500000 Penalty: 3608.004639
	Iteration 26Q: 3 clusters Score -4252510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 65379 members 
Entering Unmasked Estep 
Score: -4252515.000000 Penalty: 3608.004639
	Iteration 27Q: 3 clusters Score -4252515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 65380 members 
Entering Unmasked Estep 
Score: -4252514.500000 Penalty: 3608.004639
	Iteration 28Q: 3 clusters Score -4252514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 65380 members 
Entering Unmasked Estep 
Score: -4252517.500000 Penalty: 3608.004639
	Iteration 29Q: 3 clusters Score -4252518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 65382 members 
Entering Unmasked Estep 
Score: -4252523.000000 Penalty: 3608.004639
	Iteration 30Q: 3 clusters Score -4252523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 65381 members 
Entering Unmasked Estep 
Score: -4252522.000000 Penalty: 3608.004639
	Iteration 31Q: 3 clusters Score -4252522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 65382 members 
Entering Unmasked Estep 
Score: -4252524.500000 Penalty: 3608.004639
	Iteration 32Q: 3 clusters Score -4252524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 65381 members 
Entering Unmasked Estep 
Score: -4252523.500000 Penalty: 3608.004639
	Iteration 33Q: 3 clusters Score -4252524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 65382 members 
Entering Unmasked Estep 
Score: -4252523.000000 Penalty: 3608.004639
	Iteration 34Q: 3 clusters Score -4252523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 65382 members 
Entering Unmasked Estep 
Score: -4252523.000000 Penalty: 3608.004639
	Iteration 35F: 3 clusters Score -4252523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Entering Unmasked Estep 
Score: -182541.343750 Penalty: 1301.034790
	Iteration 0F: 2 clusters Score -182541.3 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 1520 members 
Entering Unmasked Estep 
Score: -179783.687500 Penalty: 2602.069580
	Iteration 0F: 3 clusters Score -179783.7 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -180484.515625 Penalty: 2602.069580
	Iteration 1F: 3 clusters Score -180484.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -180613.203125 Penalty: 2602.069580
	Iteration 2F: 3 clusters Score -180613.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -180687.859375 Penalty: 2602.069580
	Iteration 3F: 3 clusters Score -180687.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -180723.593750 Penalty: 2602.069580
	Iteration 4Q: 3 clusters Score -180723.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -180753.375000 Penalty: 2602.069580
	Iteration 5Q: 3 clusters Score -180753.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -180779.593750 Penalty: 2602.069580
	Iteration 6Q: 3 clusters Score -180779.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -180804.734375 Penalty: 2602.069580
	Iteration 7Q: 3 clusters Score -180804.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -180828.406250 Penalty: 2602.069580
	Iteration 8Q: 3 clusters Score -180828.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -180846.312500 Penalty: 2602.069580
	Iteration 9Q: 3 clusters Score -180846.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -180860.015625 Penalty: 2602.069580
	Iteration 10Q: 3 clusters Score -180860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -180865.218750 Penalty: 2602.069580
	Iteration 11Q: 3 clusters Score -180865.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -180874.031250 Penalty: 2602.069580
	Iteration 12Q: 3 clusters Score -180874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -180883.718750 Penalty: 2602.069580
	Iteration 13Q: 3 clusters Score -180883.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -180891.156250 Penalty: 2602.069580
	Iteration 14Q: 3 clusters Score -180891.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -180896.093750 Penalty: 2602.069580
	Iteration 15Q: 3 clusters Score -180896.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -180898.437500 Penalty: 2602.069580
	Iteration 16Q: 3 clusters Score -180898.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -180899.781250 Penalty: 2602.069580
	Iteration 17Q: 3 clusters Score -180899.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -180901.468750 Penalty: 2602.069580
	Iteration 18Q: 3 clusters Score -180901.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -180903.109375 Penalty: 2602.069580
	Iteration 19Q: 3 clusters Score -180903.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -180904.234375 Penalty: 2602.069580
	Iteration 20F: 3 clusters Score -180904.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -180905.328125 Penalty: 2602.069580
	Iteration 21Q: 3 clusters Score -180905.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -180905.437500 Penalty: 2602.069580
	Iteration 22Q: 3 clusters Score -180905.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -180907.140625 Penalty: 2602.069580
	Iteration 23Q: 3 clusters Score -180907.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -180908.890625 Penalty: 2602.069580
	Iteration 24Q: 3 clusters Score -180908.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -180910.203125 Penalty: 2602.069580
	Iteration 25Q: 3 clusters Score -180910.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -180912.546875 Penalty: 2602.069580
	Iteration 26Q: 3 clusters Score -180912.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -180915.187500 Penalty: 2602.069580
	Iteration 27Q: 3 clusters Score -180915.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -180917.015625 Penalty: 2602.069580
	Iteration 28Q: 3 clusters Score -180917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -180917.984375 Penalty: 2602.069580
	Iteration 29Q: 3 clusters Score -180918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -180920.640625 Penalty: 2602.069580
	Iteration 30Q: 3 clusters Score -180920.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -180922.515625 Penalty: 2602.069580
	Iteration 31Q: 3 clusters Score -180922.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -180924.656250 Penalty: 2602.069580
	Iteration 32Q: 3 clusters Score -180924.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -180927.421875 Penalty: 2602.069580
	Iteration 33Q: 3 clusters Score -180927.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -180928.953125 Penalty: 2602.069580
	Iteration 34Q: 3 clusters Score -180929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -180930.859375 Penalty: 2602.069580
	Iteration 35Q: 3 clusters Score -180930.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -180932.703125 Penalty: 2602.069580
	Iteration 36Q: 3 clusters Score -180932.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -180933.593750 Penalty: 2602.069580
	Iteration 37Q: 3 clusters Score -180933.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -180934.421875 Penalty: 2602.069580
	Iteration 38Q: 3 clusters Score -180934.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -180934.921875 Penalty: 2602.069580
	Iteration 39Q: 3 clusters Score -180934.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -180935.875000 Penalty: 2602.069580
	Iteration 40F: 3 clusters Score -180935.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -180938.953125 Penalty: 2602.069580
	Iteration 41Q: 3 clusters Score -180939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -180942.250000 Penalty: 2602.069580
	Iteration 42Q: 3 clusters Score -180942.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -180945.109375 Penalty: 2602.069580
	Iteration 43Q: 3 clusters Score -180945.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -180949.593750 Penalty: 2602.069580
	Iteration 44Q: 3 clusters Score -180949.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -180952.515625 Penalty: 2602.069580
	Iteration 45Q: 3 clusters Score -180952.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -180954.062500 Penalty: 2602.069580
	Iteration 46Q: 3 clusters Score -180954.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -180955.078125 Penalty: 2602.069580
	Iteration 47Q: 3 clusters Score -180955.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -180955.890625 Penalty: 2602.069580
	Iteration 48Q: 3 clusters Score -180955.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -180956.531250 Penalty: 2602.069580
	Iteration 49Q: 3 clusters Score -180956.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -180957.453125 Penalty: 2602.069580
	Iteration 50Q: 3 clusters Score -180957.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -180958.468750 Penalty: 2602.069580
	Iteration 51Q: 3 clusters Score -180958.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -180959.625000 Penalty: 2602.069580
	Iteration 52Q: 3 clusters Score -180959.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -180961.234375 Penalty: 2602.069580
	Iteration 53Q: 3 clusters Score -180961.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -180965.343750 Penalty: 2602.069580
	Iteration 54Q: 3 clusters Score -180965.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -180966.875000 Penalty: 2602.069580
	Iteration 55Q: 3 clusters Score -180966.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -180968.984375 Penalty: 2602.069580
	Iteration 56Q: 3 clusters Score -180969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -180970.375000 Penalty: 2602.069580
	Iteration 57Q: 3 clusters Score -180970.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -180971.500000 Penalty: 2602.069580
	Iteration 58Q: 3 clusters Score -180971.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -180972.500000 Penalty: 2602.069580
	Iteration 59Q: 3 clusters Score -180972.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -180973.296875 Penalty: 2602.069580
	Iteration 60F: 3 clusters Score -180973.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -180974.234375 Penalty: 2602.069580
	Iteration 61Q: 3 clusters Score -180974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -180974.703125 Penalty: 2602.069580
	Iteration 62Q: 3 clusters Score -180974.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -180975.703125 Penalty: 2602.069580
	Iteration 63Q: 3 clusters Score -180975.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -180976.640625 Penalty: 2602.069580
	Iteration 64Q: 3 clusters Score -180976.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -180977.390625 Penalty: 2602.069580
	Iteration 65Q: 3 clusters Score -180977.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -180977.718750 Penalty: 2602.069580
	Iteration 66Q: 3 clusters Score -180977.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -180977.718750 Penalty: 2602.069580
	Iteration 67F: 3 clusters Score -180977.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Entering Unmasked Estep 
Score: -410585.093750 Penalty: 1437.999390
	Iteration 0F: 2 clusters Score -410585.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -405322.406250 Penalty: 2875.998779
	Iteration 0F: 3 clusters Score -405322.4 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -407106.000000 Penalty: 2875.998779
	Iteration 1F: 3 clusters Score -407106 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -407591.312500 Penalty: 2875.998779
	Iteration 2F: 3 clusters Score -407591.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -408018.593750 Penalty: 2875.998779
	Iteration 3F: 3 clusters Score -408018.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -408440.218750 Penalty: 2875.998779
	Iteration 4F: 3 clusters Score -408440.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -408801.031250 Penalty: 2875.998779
	Iteration 5F: 3 clusters Score -408801 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -409079.375000 Penalty: 2875.998779
	Iteration 6F: 3 clusters Score -409079.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -409237.375000 Penalty: 2875.998779
	Iteration 7Q: 3 clusters Score -409237.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -409348.031250 Penalty: 2875.998779
	Iteration 8Q: 3 clusters Score -409348 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -409448.093750 Penalty: 2875.998779
	Iteration 9Q: 3 clusters Score -409448.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -409534.812500 Penalty: 2875.998779
	Iteration 10Q: 3 clusters Score -409534.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -409609.562500 Penalty: 2875.998779
	Iteration 11Q: 3 clusters Score -409609.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -409662.812500 Penalty: 2875.998779
	Iteration 12Q: 3 clusters Score -409662.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -409719.125000 Penalty: 2875.998779
	Iteration 13Q: 3 clusters Score -409719.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -409761.531250 Penalty: 2875.998779
	Iteration 14Q: 3 clusters Score -409761.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -409797.843750 Penalty: 2875.998779
	Iteration 15Q: 3 clusters Score -409797.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -409834.250000 Penalty: 2875.998779
	Iteration 16Q: 3 clusters Score -409834.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -409869.812500 Penalty: 2875.998779
	Iteration 17Q: 3 clusters Score -409869.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -409912.312500 Penalty: 2875.998779
	Iteration 18Q: 3 clusters Score -409912.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -409962.937500 Penalty: 2875.998779
	Iteration 19Q: 3 clusters Score -409962.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -409996.406250 Penalty: 2875.998779
	Iteration 20F: 3 clusters Score -409996.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -410015.406250 Penalty: 2875.998779
	Iteration 21Q: 3 clusters Score -410015.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -410026.531250 Penalty: 2875.998779
	Iteration 22Q: 3 clusters Score -410026.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -410036.625000 Penalty: 2875.998779
	Iteration 23Q: 3 clusters Score -410036.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -410057.437500 Penalty: 2875.998779
	Iteration 24Q: 3 clusters Score -410057.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -410074.437500 Penalty: 2875.998779
	Iteration 25Q: 3 clusters Score -410074.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -410091.687500 Penalty: 2875.998779
	Iteration 26Q: 3 clusters Score -410091.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -410106.031250 Penalty: 2875.998779
	Iteration 27Q: 3 clusters Score -410106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -410120.343750 Penalty: 2875.998779
	Iteration 28Q: 3 clusters Score -410120.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -410128.593750 Penalty: 2875.998779
	Iteration 29Q: 3 clusters Score -410128.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -410131.750000 Penalty: 2875.998779
	Iteration 30Q: 3 clusters Score -410131.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -410135.437500 Penalty: 2875.998779
	Iteration 31Q: 3 clusters Score -410135.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -410138.437500 Penalty: 2875.998779
	Iteration 32Q: 3 clusters Score -410138.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -410138.812500 Penalty: 2875.998779
	Iteration 33Q: 3 clusters Score -410138.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -410138.812500 Penalty: 2875.998779
	Iteration 34F: 3 clusters Score -410138.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Entering Unmasked Estep 
Score: -539667.125000 Penalty: 1469.177612
	Iteration 0F: 2 clusters Score -539667.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -533458.625000 Penalty: 2938.355225
	Iteration 0F: 3 clusters Score -533458.6 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -535385.437500 Penalty: 2938.355225
	Iteration 1F: 3 clusters Score -535385.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -535649.375000 Penalty: 2938.355225
	Iteration 2F: 3 clusters Score -535649.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -535877.312500 Penalty: 2938.355225
	Iteration 3F: 3 clusters Score -535877.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -536061.500000 Penalty: 2938.355225
	Iteration 4Q: 3 clusters Score -536061.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -536213.812500 Penalty: 2938.355225
	Iteration 5Q: 3 clusters Score -536213.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -536347.625000 Penalty: 2938.355225
	Iteration 6Q: 3 clusters Score -536347.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -536469.812500 Penalty: 2938.355225
	Iteration 7Q: 3 clusters Score -536469.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -536585.375000 Penalty: 2938.355225
	Iteration 8Q: 3 clusters Score -536585.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -536701.000000 Penalty: 2938.355225
	Iteration 9Q: 3 clusters Score -536701 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -536805.812500 Penalty: 2938.355225
	Iteration 10Q: 3 clusters Score -536805.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -536895.000000 Penalty: 2938.355225
	Iteration 11Q: 3 clusters Score -536895 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -536975.562500 Penalty: 2938.355225
	Iteration 12Q: 3 clusters Score -536975.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -537059.875000 Penalty: 2938.355225
	Iteration 13Q: 3 clusters Score -537059.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -537150.625000 Penalty: 2938.355225
	Iteration 14Q: 3 clusters Score -537150.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -537242.625000 Penalty: 2938.355225
	Iteration 15Q: 3 clusters Score -537242.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -537311.500000 Penalty: 2938.355225
	Iteration 16Q: 3 clusters Score -537311.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -537363.875000 Penalty: 2938.355225
	Iteration 17Q: 3 clusters Score -537363.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -537404.937500 Penalty: 2938.355225
	Iteration 18Q: 3 clusters Score -537404.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -537444.000000 Penalty: 2938.355225
	Iteration 19Q: 3 clusters Score -537444 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -537472.125000 Penalty: 2938.355225
	Iteration 20F: 3 clusters Score -537472.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -537491.500000 Penalty: 2938.355225
	Iteration 21Q: 3 clusters Score -537491.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -537509.500000 Penalty: 2938.355225
	Iteration 22Q: 3 clusters Score -537509.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -537521.625000 Penalty: 2938.355225
	Iteration 23Q: 3 clusters Score -537521.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -537530.500000 Penalty: 2938.355225
	Iteration 24Q: 3 clusters Score -537530.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -537536.750000 Penalty: 2938.355225
	Iteration 25Q: 3 clusters Score -537536.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -537541.312500 Penalty: 2938.355225
	Iteration 26Q: 3 clusters Score -537541.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -537544.937500 Penalty: 2938.355225
	Iteration 27Q: 3 clusters Score -537544.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -537548.000000 Penalty: 2938.355225
	Iteration 28Q: 3 clusters Score -537548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -537549.875000 Penalty: 2938.355225
	Iteration 29Q: 3 clusters Score -537549.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -537550.000000 Penalty: 2938.355225
	Iteration 30Q: 3 clusters Score -537550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -537552.437500 Penalty: 2938.355225
	Iteration 31Q: 3 clusters Score -537552.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -537553.937500 Penalty: 2938.355225
	Iteration 32Q: 3 clusters Score -537553.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -537554.875000 Penalty: 2938.355225
	Iteration 33Q: 3 clusters Score -537554.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -537554.500000 Penalty: 2938.355225
	Iteration 34Q: 3 clusters Score -537554.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -537554.500000 Penalty: 2938.355225
	Iteration 35F: 3 clusters Score -537554.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Entering Unmasked Estep 
Score: -267319.531250 Penalty: 1348.512573
	Iteration 0F: 2 clusters Score -267319.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -263955.843750 Penalty: 2697.025146
	Iteration 0F: 3 clusters Score -263955.8 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -264813.593750 Penalty: 2697.025146
	Iteration 1F: 3 clusters Score -264813.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -264986.187500 Penalty: 2697.025146
	Iteration 2F: 3 clusters Score -264986.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -265117.468750 Penalty: 2697.025146
	Iteration 3F: 3 clusters Score -265117.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -265238.906250 Penalty: 2697.025146
	Iteration 4Q: 3 clusters Score -265238.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -265338.750000 Penalty: 2697.025146
	Iteration 5Q: 3 clusters Score -265338.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -265438.593750 Penalty: 2697.025146
	Iteration 6Q: 3 clusters Score -265438.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -265542.843750 Penalty: 2697.025146
	Iteration 7Q: 3 clusters Score -265542.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -265647.343750 Penalty: 2697.025146
	Iteration 8Q: 3 clusters Score -265647.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -265731.562500 Penalty: 2697.025146
	Iteration 9Q: 3 clusters Score -265731.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -265809.656250 Penalty: 2697.025146
	Iteration 10Q: 3 clusters Score -265809.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -265889.687500 Penalty: 2697.025146
	Iteration 11Q: 3 clusters Score -265889.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -265957.906250 Penalty: 2697.025146
	Iteration 12Q: 3 clusters Score -265957.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -266021.437500 Penalty: 2697.025146
	Iteration 13Q: 3 clusters Score -266021.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -266063.468750 Penalty: 2697.025146
	Iteration 14Q: 3 clusters Score -266063.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -266092.031250 Penalty: 2697.025146
	Iteration 15Q: 3 clusters Score -266092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -266118.812500 Penalty: 2697.025146
	Iteration 16Q: 3 clusters Score -266118.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -266139.250000 Penalty: 2697.025146
	Iteration 17Q: 3 clusters Score -266139.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -266160.187500 Penalty: 2697.025146
	Iteration 18Q: 3 clusters Score -266160.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -266183.250000 Penalty: 2697.025146
	Iteration 19Q: 3 clusters Score -266183.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -266202.468750 Penalty: 2697.025146
	Iteration 20F: 3 clusters Score -266202.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -266217.625000 Penalty: 2697.025146
	Iteration 21Q: 3 clusters Score -266217.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -266229.187500 Penalty: 2697.025146
	Iteration 22Q: 3 clusters Score -266229.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -266236.750000 Penalty: 2697.025146
	Iteration 23Q: 3 clusters Score -266236.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -266243.656250 Penalty: 2697.025146
	Iteration 24Q: 3 clusters Score -266243.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -266251.500000 Penalty: 2697.025146
	Iteration 25Q: 3 clusters Score -266251.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -266263.187500 Penalty: 2697.025146
	Iteration 26Q: 3 clusters Score -266263.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -266276.562500 Penalty: 2697.025146
	Iteration 27Q: 3 clusters Score -266276.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -266292.531250 Penalty: 2697.025146
	Iteration 28Q: 3 clusters Score -266292.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -266306.343750 Penalty: 2697.025146
	Iteration 29Q: 3 clusters Score -266306.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -266319.875000 Penalty: 2697.025146
	Iteration 30Q: 3 clusters Score -266319.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -266332.281250 Penalty: 2697.025146
	Iteration 31Q: 3 clusters Score -266332.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -266342.281250 Penalty: 2697.025146
	Iteration 32Q: 3 clusters Score -266342.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -266350.062500 Penalty: 2697.025146
	Iteration 33Q: 3 clusters Score -266350.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -266354.093750 Penalty: 2697.025146
	Iteration 34Q: 3 clusters Score -266354.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -266360.281250 Penalty: 2697.025146
	Iteration 35Q: 3 clusters Score -266360.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -266366.750000 Penalty: 2697.025146
	Iteration 36Q: 3 clusters Score -266366.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -266369.750000 Penalty: 2697.025146
	Iteration 37Q: 3 clusters Score -266369.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -266369.968750 Penalty: 2697.025146
	Iteration 38Q: 3 clusters Score -266370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -266369.968750 Penalty: 2697.025146
	Iteration 39F: 3 clusters Score -266370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (123032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123032 members 
Entering Unmasked Estep 
Score: -7461467.500000 Penalty: 1904.532471
	Iteration 0F: 2 clusters Score -7461468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Mstep: Class 2 contains 61309 members 
Entering Unmasked Estep 
Score: -7379045.000000 Penalty: 3809.064941
	Iteration 0F: 3 clusters Score -7379045 nChanged 59051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65770 members 
Mstep: Class 2 contains 57262 members 
Entering Unmasked Estep 
Score: -7414081.500000 Penalty: 3809.064941
	Iteration 1F: 3 clusters Score -7414082 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68598 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -7415755.000000 Penalty: 3809.064941
	Iteration 2Q: 3 clusters Score -7415755 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -7418408.000000 Penalty: 3809.064941
	Iteration 3F: 3 clusters Score -7418408 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78861 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -7422650.500000 Penalty: 3809.064941
	Iteration 4F: 3 clusters Score -7422650 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86461 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -7428665.500000 Penalty: 3809.064941
	Iteration 5F: 3 clusters Score -7428666 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94804 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -7435983.500000 Penalty: 3809.064941
	Iteration 6F: 3 clusters Score -7435984 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102496 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -7443238.000000 Penalty: 3809.064941
	Iteration 7F: 3 clusters Score -7443238 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108555 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -7449271.500000 Penalty: 3809.064941
	Iteration 8F: 3 clusters Score -7449272 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112704 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -7453191.500000 Penalty: 3809.064941
	Iteration 9Q: 3 clusters Score -7453192 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115401 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -7455544.500000 Penalty: 3809.064941
	Iteration 10Q: 3 clusters Score -7455544 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117269 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -7456977.500000 Penalty: 3809.064941
	Iteration 11Q: 3 clusters Score -7456978 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118597 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -7457943.000000 Penalty: 3809.064941
	Iteration 12Q: 3 clusters Score -7457943 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119559 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -7458517.000000 Penalty: 3809.064941
	Iteration 13Q: 3 clusters Score -7458517 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120296 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -7458960.000000 Penalty: 3809.064941
	Iteration 14Q: 3 clusters Score -7458960 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120842 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7459277.000000 Penalty: 3809.064941
	Iteration 15Q: 3 clusters Score -7459277 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121189 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -7459478.000000 Penalty: 3809.064941
	Iteration 16Q: 3 clusters Score -7459478 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121465 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -7459665.000000 Penalty: 3809.064941
	Iteration 17Q: 3 clusters Score -7459665 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121660 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -7459764.000000 Penalty: 3809.064941
	Iteration 18Q: 3 clusters Score -7459764 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121783 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7459837.000000 Penalty: 3809.064941
	Iteration 19Q: 3 clusters Score -7459837 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121880 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -7459879.500000 Penalty: 3809.064941
	Iteration 20F: 3 clusters Score -7459880 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121945 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -7459925.000000 Penalty: 3809.064941
	Iteration 21Q: 3 clusters Score -7459925 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122001 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7459941.500000 Penalty: 3809.064941
	Iteration 22Q: 3 clusters Score -7459942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122045 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -7459969.000000 Penalty: 3809.064941
	Iteration 23Q: 3 clusters Score -7459969 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122080 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7459982.500000 Penalty: 3809.064941
	Iteration 24Q: 3 clusters Score -7459982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122112 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7459990.000000 Penalty: 3809.064941
	Iteration 25Q: 3 clusters Score -7459990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122145 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -7459987.500000 Penalty: 3809.064941
	Iteration 26Q: 3 clusters Score -7459988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122161 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7459998.500000 Penalty: 3809.064941
	Iteration 27Q: 3 clusters Score -7459998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122171 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7460019.000000 Penalty: 3809.064941
	Iteration 28Q: 3 clusters Score -7460019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122177 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7460021.500000 Penalty: 3809.064941
	Iteration 29Q: 3 clusters Score -7460022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122187 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7460032.500000 Penalty: 3809.064941
	Iteration 30Q: 3 clusters Score -7460032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122195 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -7460037.500000 Penalty: 3809.064941
	Iteration 31Q: 3 clusters Score -7460038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122196 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7460036.500000 Penalty: 3809.064941
	Iteration 32Q: 3 clusters Score -7460036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122203 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7460037.500000 Penalty: 3809.064941
	Iteration 33Q: 3 clusters Score -7460038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122209 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7460045.000000 Penalty: 3809.064941
	Iteration 34Q: 3 clusters Score -7460045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122217 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7460045.000000 Penalty: 3809.064941
	Iteration 35Q: 3 clusters Score -7460045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122217 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7460047.000000 Penalty: 3809.064941
	Iteration 36Q: 3 clusters Score -7460047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122222 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7460056.000000 Penalty: 3809.064941
	Iteration 37Q: 3 clusters Score -7460056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122228 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7460057.500000 Penalty: 3809.064941
	Iteration 38Q: 3 clusters Score -7460058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122228 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7460056.500000 Penalty: 3809.064941
	Iteration 39Q: 3 clusters Score -7460056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122235 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7460059.500000 Penalty: 3809.064941
	Iteration 40F: 3 clusters Score -7460060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122238 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7460058.000000 Penalty: 3809.064941
	Iteration 41Q: 3 clusters Score -7460058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122238 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7460058.000000 Penalty: 3809.064941
	Iteration 42F: 3 clusters Score -7460058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Entering Unmasked Estep 
Score: -466978.906250 Penalty: 1454.103027
	Iteration 0F: 2 clusters Score -466978.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -461334.156250 Penalty: 2908.206055
	Iteration 0F: 3 clusters Score -461334.2 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -463018.750000 Penalty: 2908.206055
	Iteration 1F: 3 clusters Score -463018.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -463211.718750 Penalty: 2908.206055
	Iteration 2F: 3 clusters Score -463211.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -463347.593750 Penalty: 2908.206055
	Iteration 3Q: 3 clusters Score -463347.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -463460.906250 Penalty: 2908.206055
	Iteration 4Q: 3 clusters Score -463460.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -463570.593750 Penalty: 2908.206055
	Iteration 5Q: 3 clusters Score -463570.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -463693.218750 Penalty: 2908.206055
	Iteration 6Q: 3 clusters Score -463693.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -463856.218750 Penalty: 2908.206055
	Iteration 7Q: 3 clusters Score -463856.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -464077.281250 Penalty: 2908.206055
	Iteration 8Q: 3 clusters Score -464077.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -464387.343750 Penalty: 2908.206055
	Iteration 9F: 3 clusters Score -464387.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -464804.531250 Penalty: 2908.206055
	Iteration 10F: 3 clusters Score -464804.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -465224.031250 Penalty: 2908.206055
	Iteration 11F: 3 clusters Score -465224 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -465620.093750 Penalty: 2908.206055
	Iteration 12F: 3 clusters Score -465620.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -465953.000000 Penalty: 2908.206055
	Iteration 13Q: 3 clusters Score -465953 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -466214.343750 Penalty: 2908.206055
	Iteration 14Q: 3 clusters Score -466214.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -466340.281250 Penalty: 2908.206055
	Iteration 15Q: 3 clusters Score -466340.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -466414.625000 Penalty: 2908.206055
	Iteration 16Q: 3 clusters Score -466414.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -466456.750000 Penalty: 2908.206055
	Iteration 17Q: 3 clusters Score -466456.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -466487.687500 Penalty: 2908.206055
	Iteration 18Q: 3 clusters Score -466487.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -466519.343750 Penalty: 2908.206055
	Iteration 19Q: 3 clusters Score -466519.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -466540.062500 Penalty: 2908.206055
	Iteration 20F: 3 clusters Score -466540.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -466557.343750 Penalty: 2908.206055
	Iteration 21Q: 3 clusters Score -466557.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -466571.250000 Penalty: 2908.206055
	Iteration 22Q: 3 clusters Score -466571.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -466578.406250 Penalty: 2908.206055
	Iteration 23Q: 3 clusters Score -466578.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -466583.750000 Penalty: 2908.206055
	Iteration 24Q: 3 clusters Score -466583.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -466586.281250 Penalty: 2908.206055
	Iteration 25Q: 3 clusters Score -466586.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -466587.093750 Penalty: 2908.206055
	Iteration 26Q: 3 clusters Score -466587.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -466588.687500 Penalty: 2908.206055
	Iteration 27Q: 3 clusters Score -466588.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -466590.187500 Penalty: 2908.206055
	Iteration 28Q: 3 clusters Score -466590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -466591.062500 Penalty: 2908.206055
	Iteration 29Q: 3 clusters Score -466591.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -466591.062500 Penalty: 2908.206055
	Iteration 30F: 3 clusters Score -466591.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Entering Unmasked Estep 
Score: -207987.859375 Penalty: 1313.540894
	Iteration 0F: 2 clusters Score -207987.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -205112.546875 Penalty: 2627.081787
	Iteration 0F: 3 clusters Score -205112.5 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -205784.765625 Penalty: 2627.081787
	Iteration 1F: 3 clusters Score -205784.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -205891.296875 Penalty: 2627.081787
	Iteration 2F: 3 clusters Score -205891.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -205962.328125 Penalty: 2627.081787
	Iteration 3Q: 3 clusters Score -205962.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -206012.625000 Penalty: 2627.081787
	Iteration 4Q: 3 clusters Score -206012.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -206048.062500 Penalty: 2627.081787
	Iteration 5Q: 3 clusters Score -206048.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -206074.015625 Penalty: 2627.081787
	Iteration 6Q: 3 clusters Score -206074 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -206092.015625 Penalty: 2627.081787
	Iteration 7Q: 3 clusters Score -206092 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -206107.281250 Penalty: 2627.081787
	Iteration 8Q: 3 clusters Score -206107.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -206118.640625 Penalty: 2627.081787
	Iteration 9Q: 3 clusters Score -206118.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -206125.609375 Penalty: 2627.081787
	Iteration 10Q: 3 clusters Score -206125.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -206132.156250 Penalty: 2627.081787
	Iteration 11Q: 3 clusters Score -206132.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -206140.484375 Penalty: 2627.081787
	Iteration 12Q: 3 clusters Score -206140.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -206147.859375 Penalty: 2627.081787
	Iteration 13Q: 3 clusters Score -206147.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -206153.312500 Penalty: 2627.081787
	Iteration 14Q: 3 clusters Score -206153.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -206159.078125 Penalty: 2627.081787
	Iteration 15Q: 3 clusters Score -206159.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -206164.843750 Penalty: 2627.081787
	Iteration 16Q: 3 clusters Score -206164.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -206168.750000 Penalty: 2627.081787
	Iteration 17Q: 3 clusters Score -206168.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -206173.031250 Penalty: 2627.081787
	Iteration 18Q: 3 clusters Score -206173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -206175.640625 Penalty: 2627.081787
	Iteration 19Q: 3 clusters Score -206175.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -206177.859375 Penalty: 2627.081787
	Iteration 20F: 3 clusters Score -206177.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -206178.031250 Penalty: 2627.081787
	Iteration 21Q: 3 clusters Score -206178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -206178.953125 Penalty: 2627.081787
	Iteration 22Q: 3 clusters Score -206179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -206179.187500 Penalty: 2627.081787
	Iteration 23Q: 3 clusters Score -206179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -206179.921875 Penalty: 2627.081787
	Iteration 24Q: 3 clusters Score -206179.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -206180.703125 Penalty: 2627.081787
	Iteration 25Q: 3 clusters Score -206180.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -206181.531250 Penalty: 2627.081787
	Iteration 26Q: 3 clusters Score -206181.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -206182.359375 Penalty: 2627.081787
	Iteration 27Q: 3 clusters Score -206182.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -206182.796875 Penalty: 2627.081787
	Iteration 28Q: 3 clusters Score -206182.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -206183.406250 Penalty: 2627.081787
	Iteration 29Q: 3 clusters Score -206183.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -206183.875000 Penalty: 2627.081787
	Iteration 30Q: 3 clusters Score -206183.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -206184.656250 Penalty: 2627.081787
	Iteration 31Q: 3 clusters Score -206184.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -206185.671875 Penalty: 2627.081787
	Iteration 32Q: 3 clusters Score -206185.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -206185.828125 Penalty: 2627.081787
	Iteration 33Q: 3 clusters Score -206185.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -206185.828125 Penalty: 2627.081787
	Iteration 34F: 3 clusters Score -206185.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Entering Unmasked Estep 
Score: -431186.218750 Penalty: 1442.461182
	Iteration 0F: 2 clusters Score -431186.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -425805.218750 Penalty: 2884.922363
	Iteration 0F: 3 clusters Score -425805.2 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -427484.593750 Penalty: 2884.922363
	Iteration 1F: 3 clusters Score -427484.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -427685.281250 Penalty: 2884.922363
	Iteration 2F: 3 clusters Score -427685.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -427838.656250 Penalty: 2884.922363
	Iteration 3F: 3 clusters Score -427838.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -427970.531250 Penalty: 2884.922363
	Iteration 4Q: 3 clusters Score -427970.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -428085.937500 Penalty: 2884.922363
	Iteration 5Q: 3 clusters Score -428085.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -428187.968750 Penalty: 2884.922363
	Iteration 6Q: 3 clusters Score -428188 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -428282.718750 Penalty: 2884.922363
	Iteration 7Q: 3 clusters Score -428282.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -428377.593750 Penalty: 2884.922363
	Iteration 8Q: 3 clusters Score -428377.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -428470.718750 Penalty: 2884.922363
	Iteration 9Q: 3 clusters Score -428470.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -428577.281250 Penalty: 2884.922363
	Iteration 10Q: 3 clusters Score -428577.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -428689.500000 Penalty: 2884.922363
	Iteration 11Q: 3 clusters Score -428689.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -428813.156250 Penalty: 2884.922363
	Iteration 12Q: 3 clusters Score -428813.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -428933.437500 Penalty: 2884.922363
	Iteration 13Q: 3 clusters Score -428933.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -429040.812500 Penalty: 2884.922363
	Iteration 14Q: 3 clusters Score -429040.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -429147.062500 Penalty: 2884.922363
	Iteration 15Q: 3 clusters Score -429147.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -429252.031250 Penalty: 2884.922363
	Iteration 16Q: 3 clusters Score -429252 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -429348.218750 Penalty: 2884.922363
	Iteration 17Q: 3 clusters Score -429348.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -429422.812500 Penalty: 2884.922363
	Iteration 18Q: 3 clusters Score -429422.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -429483.843750 Penalty: 2884.922363
	Iteration 19Q: 3 clusters Score -429483.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -429536.437500 Penalty: 2884.922363
	Iteration 20F: 3 clusters Score -429536.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -429581.343750 Penalty: 2884.922363
	Iteration 21Q: 3 clusters Score -429581.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -429621.500000 Penalty: 2884.922363
	Iteration 22Q: 3 clusters Score -429621.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -429669.906250 Penalty: 2884.922363
	Iteration 23Q: 3 clusters Score -429669.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -429710.281250 Penalty: 2884.922363
	Iteration 24Q: 3 clusters Score -429710.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -429740.187500 Penalty: 2884.922363
	Iteration 25Q: 3 clusters Score -429740.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -429769.031250 Penalty: 2884.922363
	Iteration 26Q: 3 clusters Score -429769 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -429787.437500 Penalty: 2884.922363
	Iteration 27Q: 3 clusters Score -429787.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -429806.718750 Penalty: 2884.922363
	Iteration 28Q: 3 clusters Score -429806.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -429821.875000 Penalty: 2884.922363
	Iteration 29Q: 3 clusters Score -429821.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -429832.687500 Penalty: 2884.922363
	Iteration 30Q: 3 clusters Score -429832.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -429842.625000 Penalty: 2884.922363
	Iteration 31Q: 3 clusters Score -429842.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -429848.000000 Penalty: 2884.922363
	Iteration 32Q: 3 clusters Score -429848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -429851.750000 Penalty: 2884.922363
	Iteration 33Q: 3 clusters Score -429851.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -429855.562500 Penalty: 2884.922363
	Iteration 34Q: 3 clusters Score -429855.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -429858.843750 Penalty: 2884.922363
	Iteration 35Q: 3 clusters Score -429858.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -429861.718750 Penalty: 2884.922363
	Iteration 36Q: 3 clusters Score -429861.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -429865.437500 Penalty: 2884.922363
	Iteration 37Q: 3 clusters Score -429865.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -429870.468750 Penalty: 2884.922363
	Iteration 38Q: 3 clusters Score -429870.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -429873.625000 Penalty: 2884.922363
	Iteration 39Q: 3 clusters Score -429873.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -429876.062500 Penalty: 2884.922363
	Iteration 40F: 3 clusters Score -429876.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -429877.437500 Penalty: 2884.922363
	Iteration 41Q: 3 clusters Score -429877.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -429879.781250 Penalty: 2884.922363
	Iteration 42Q: 3 clusters Score -429879.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -429880.312500 Penalty: 2884.922363
	Iteration 43Q: 3 clusters Score -429880.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -429882.093750 Penalty: 2884.922363
	Iteration 44Q: 3 clusters Score -429882.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -429884.500000 Penalty: 2884.922363
	Iteration 45Q: 3 clusters Score -429884.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -429888.562500 Penalty: 2884.922363
	Iteration 46Q: 3 clusters Score -429888.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -429889.531250 Penalty: 2884.922363
	Iteration 47Q: 3 clusters Score -429889.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -429893.281250 Penalty: 2884.922363
	Iteration 48Q: 3 clusters Score -429893.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -429896.875000 Penalty: 2884.922363
	Iteration 49Q: 3 clusters Score -429896.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -429901.656250 Penalty: 2884.922363
	Iteration 50Q: 3 clusters Score -429901.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -429903.875000 Penalty: 2884.922363
	Iteration 51Q: 3 clusters Score -429903.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -429907.187500 Penalty: 2884.922363
	Iteration 52Q: 3 clusters Score -429907.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -429907.843750 Penalty: 2884.922363
	Iteration 53Q: 3 clusters Score -429907.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -429907.843750 Penalty: 2884.922363
	Iteration 54F: 3 clusters Score -429907.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Entering Unmasked Estep 
Score: -665158.000000 Penalty: 1509.472046
	Iteration 0F: 2 clusters Score -665158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -657454.187500 Penalty: 3018.944092
	Iteration 0F: 3 clusters Score -657454.2 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -659898.500000 Penalty: 3018.944092
	Iteration 1F: 3 clusters Score -659898.5 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -660159.000000 Penalty: 3018.944092
	Iteration 2F: 3 clusters Score -660159 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -660379.125000 Penalty: 3018.944092
	Iteration 3Q: 3 clusters Score -660379.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -660552.812500 Penalty: 3018.944092
	Iteration 4Q: 3 clusters Score -660552.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -660730.187500 Penalty: 3018.944092
	Iteration 5Q: 3 clusters Score -660730.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -660906.812500 Penalty: 3018.944092
	Iteration 6Q: 3 clusters Score -660906.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -661093.750000 Penalty: 3018.944092
	Iteration 7Q: 3 clusters Score -661093.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -661305.312500 Penalty: 3018.944092
	Iteration 8Q: 3 clusters Score -661305.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -661541.000000 Penalty: 3018.944092
	Iteration 9Q: 3 clusters Score -661541 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -661775.125000 Penalty: 3018.944092
	Iteration 10Q: 3 clusters Score -661775.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -661971.000000 Penalty: 3018.944092
	Iteration 11Q: 3 clusters Score -661971 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -662180.375000 Penalty: 3018.944092
	Iteration 12Q: 3 clusters Score -662180.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -662386.062500 Penalty: 3018.944092
	Iteration 13Q: 3 clusters Score -662386.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -662547.937500 Penalty: 3018.944092
	Iteration 14Q: 3 clusters Score -662547.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -662685.562500 Penalty: 3018.944092
	Iteration 15Q: 3 clusters Score -662685.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -662794.375000 Penalty: 3018.944092
	Iteration 16Q: 3 clusters Score -662794.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -662885.000000 Penalty: 3018.944092
	Iteration 17Q: 3 clusters Score -662885 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -662950.750000 Penalty: 3018.944092
	Iteration 18Q: 3 clusters Score -662950.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -663012.000000 Penalty: 3018.944092
	Iteration 19Q: 3 clusters Score -663012 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -663066.125000 Penalty: 3018.944092
	Iteration 20F: 3 clusters Score -663066.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -663112.812500 Penalty: 3018.944092
	Iteration 21Q: 3 clusters Score -663112.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -663156.500000 Penalty: 3018.944092
	Iteration 22Q: 3 clusters Score -663156.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -663193.562500 Penalty: 3018.944092
	Iteration 23Q: 3 clusters Score -663193.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -663227.750000 Penalty: 3018.944092
	Iteration 24Q: 3 clusters Score -663227.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -663252.812500 Penalty: 3018.944092
	Iteration 25Q: 3 clusters Score -663252.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -663272.187500 Penalty: 3018.944092
	Iteration 26Q: 3 clusters Score -663272.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -663287.750000 Penalty: 3018.944092
	Iteration 27Q: 3 clusters Score -663287.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -663312.000000 Penalty: 3018.944092
	Iteration 28Q: 3 clusters Score -663312 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -663331.562500 Penalty: 3018.944092
	Iteration 29Q: 3 clusters Score -663331.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -663348.125000 Penalty: 3018.944092
	Iteration 30Q: 3 clusters Score -663348.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -663364.875000 Penalty: 3018.944092
	Iteration 31Q: 3 clusters Score -663364.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -663378.562500 Penalty: 3018.944092
	Iteration 32Q: 3 clusters Score -663378.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -663388.000000 Penalty: 3018.944092
	Iteration 33Q: 3 clusters Score -663388 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -663401.750000 Penalty: 3018.944092
	Iteration 34Q: 3 clusters Score -663401.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -663412.750000 Penalty: 3018.944092
	Iteration 35Q: 3 clusters Score -663412.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -663421.875000 Penalty: 3018.944092
	Iteration 36Q: 3 clusters Score -663421.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -663428.625000 Penalty: 3018.944092
	Iteration 37Q: 3 clusters Score -663428.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -663429.437500 Penalty: 3018.944092
	Iteration 38Q: 3 clusters Score -663429.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -663433.000000 Penalty: 3018.944092
	Iteration 39Q: 3 clusters Score -663433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -663435.937500 Penalty: 3018.944092
	Iteration 40F: 3 clusters Score -663435.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -663436.625000 Penalty: 3018.944092
	Iteration 41Q: 3 clusters Score -663436.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -663437.000000 Penalty: 3018.944092
	Iteration 42Q: 3 clusters Score -663437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -663439.937500 Penalty: 3018.944092
	Iteration 43Q: 3 clusters Score -663439.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -663445.187500 Penalty: 3018.944092
	Iteration 44Q: 3 clusters Score -663445.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -663448.500000 Penalty: 3018.944092
	Iteration 45Q: 3 clusters Score -663448.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -663447.187500 Penalty: 3018.944092
	Iteration 46Q: 3 clusters Score -663447.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -663450.000000 Penalty: 3018.944092
	Iteration 47Q: 3 clusters Score -663450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -663452.750000 Penalty: 3018.944092
	Iteration 48Q: 3 clusters Score -663452.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -663454.437500 Penalty: 3018.944092
	Iteration 49Q: 3 clusters Score -663454.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -663458.375000 Penalty: 3018.944092
	Iteration 50Q: 3 clusters Score -663458.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -663461.500000 Penalty: 3018.944092
	Iteration 51Q: 3 clusters Score -663461.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -663464.437500 Penalty: 3018.944092
	Iteration 52Q: 3 clusters Score -663464.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -663464.562500 Penalty: 3018.944092
	Iteration 53Q: 3 clusters Score -663464.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -663465.750000 Penalty: 3018.944092
	Iteration 54Q: 3 clusters Score -663465.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -663470.875000 Penalty: 3018.944092
	Iteration 55Q: 3 clusters Score -663470.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -663472.312500 Penalty: 3018.944092
	Iteration 56Q: 3 clusters Score -663472.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -663472.875000 Penalty: 3018.944092
	Iteration 57Q: 3 clusters Score -663472.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -663475.812500 Penalty: 3018.944092
	Iteration 58Q: 3 clusters Score -663475.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -663474.750000 Penalty: 3018.944092
	Iteration 59Q: 3 clusters Score -663474.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -663478.687500 Penalty: 3018.944092
	Iteration 60F: 3 clusters Score -663478.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -663478.562500 Penalty: 3018.944092
	Iteration 61Q: 3 clusters Score -663478.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -663479.562500 Penalty: 3018.944092
	Iteration 62Q: 3 clusters Score -663479.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -663478.187500 Penalty: 3018.944092
	Iteration 63Q: 3 clusters Score -663478.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -663480.000000 Penalty: 3018.944092
	Iteration 64Q: 3 clusters Score -663480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -663478.375000 Penalty: 3018.944092
	Iteration 65Q: 3 clusters Score -663478.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -663479.375000 Penalty: 3018.944092
	Iteration 66Q: 3 clusters Score -663479.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -663482.437500 Penalty: 3018.944092
	Iteration 67Q: 3 clusters Score -663482.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -663482.437500 Penalty: 3018.944092
	Iteration 68Q: 3 clusters Score -663482.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -663481.125000 Penalty: 3018.944092
	Iteration 69Q: 3 clusters Score -663481.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -663483.250000 Penalty: 3018.944092
	Iteration 70Q: 3 clusters Score -663483.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -663483.625000 Penalty: 3018.944092
	Iteration 71Q: 3 clusters Score -663483.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -663484.250000 Penalty: 3018.944092
	Iteration 72Q: 3 clusters Score -663484.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -663485.000000 Penalty: 3018.944092
	Iteration 73Q: 3 clusters Score -663485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -663486.687500 Penalty: 3018.944092
	Iteration 74Q: 3 clusters Score -663486.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -663486.500000 Penalty: 3018.944092
	Iteration 75Q: 3 clusters Score -663486.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -663487.500000 Penalty: 3018.944092
	Iteration 76Q: 3 clusters Score -663487.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -663486.625000 Penalty: 3018.944092
	Iteration 77Q: 3 clusters Score -663486.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -663486.625000 Penalty: 3018.944092
	Iteration 78F: 3 clusters Score -663486.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Entering Unmasked Estep 
Score: -148457.421875 Penalty: 1279.273926
	Iteration 0F: 2 clusters Score -148457.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -145979.578125 Penalty: 2558.547852
	Iteration 0F: 3 clusters Score -145979.6 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -146570.062500 Penalty: 2558.547852
	Iteration 1F: 3 clusters Score -146570.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -146709.859375 Penalty: 2558.547852
	Iteration 2F: 3 clusters Score -146709.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -146801.781250 Penalty: 2558.547852
	Iteration 3Q: 3 clusters Score -146801.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -146855.359375 Penalty: 2558.547852
	Iteration 4Q: 3 clusters Score -146855.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -146885.468750 Penalty: 2558.547852
	Iteration 5Q: 3 clusters Score -146885.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -146916.718750 Penalty: 2558.547852
	Iteration 6Q: 3 clusters Score -146916.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -146938.468750 Penalty: 2558.547852
	Iteration 7Q: 3 clusters Score -146938.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -146954.671875 Penalty: 2558.547852
	Iteration 8Q: 3 clusters Score -146954.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -146975.703125 Penalty: 2558.547852
	Iteration 9Q: 3 clusters Score -146975.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -146991.859375 Penalty: 2558.547852
	Iteration 10Q: 3 clusters Score -146991.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -147002.265625 Penalty: 2558.547852
	Iteration 11Q: 3 clusters Score -147002.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -147009.390625 Penalty: 2558.547852
	Iteration 12Q: 3 clusters Score -147009.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -147015.937500 Penalty: 2558.547852
	Iteration 13Q: 3 clusters Score -147015.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -147022.921875 Penalty: 2558.547852
	Iteration 14Q: 3 clusters Score -147022.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -147030.218750 Penalty: 2558.547852
	Iteration 15Q: 3 clusters Score -147030.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -147038.218750 Penalty: 2558.547852
	Iteration 16Q: 3 clusters Score -147038.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -147049.609375 Penalty: 2558.547852
	Iteration 17Q: 3 clusters Score -147049.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -147061.515625 Penalty: 2558.547852
	Iteration 18Q: 3 clusters Score -147061.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -147070.046875 Penalty: 2558.547852
	Iteration 19Q: 3 clusters Score -147070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -147081.468750 Penalty: 2558.547852
	Iteration 20F: 3 clusters Score -147081.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -147091.984375 Penalty: 2558.547852
	Iteration 21Q: 3 clusters Score -147092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -147100.468750 Penalty: 2558.547852
	Iteration 22Q: 3 clusters Score -147100.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -147108.109375 Penalty: 2558.547852
	Iteration 23Q: 3 clusters Score -147108.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -147112.578125 Penalty: 2558.547852
	Iteration 24Q: 3 clusters Score -147112.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -147117.265625 Penalty: 2558.547852
	Iteration 25Q: 3 clusters Score -147117.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -147120.171875 Penalty: 2558.547852
	Iteration 26Q: 3 clusters Score -147120.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -147121.093750 Penalty: 2558.547852
	Iteration 27Q: 3 clusters Score -147121.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -147121.843750 Penalty: 2558.547852
	Iteration 28Q: 3 clusters Score -147121.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -147122.406250 Penalty: 2558.547852
	Iteration 29Q: 3 clusters Score -147122.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -147124.515625 Penalty: 2558.547852
	Iteration 30Q: 3 clusters Score -147124.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -147126.890625 Penalty: 2558.547852
	Iteration 31Q: 3 clusters Score -147126.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -147130.781250 Penalty: 2558.547852
	Iteration 32Q: 3 clusters Score -147130.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -147133.140625 Penalty: 2558.547852
	Iteration 33Q: 3 clusters Score -147133.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -147136.328125 Penalty: 2558.547852
	Iteration 34Q: 3 clusters Score -147136.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -147140.750000 Penalty: 2558.547852
	Iteration 35Q: 3 clusters Score -147140.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -147145.546875 Penalty: 2558.547852
	Iteration 36Q: 3 clusters Score -147145.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -147152.015625 Penalty: 2558.547852
	Iteration 37Q: 3 clusters Score -147152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -147157.765625 Penalty: 2558.547852
	Iteration 38Q: 3 clusters Score -147157.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -147162.656250 Penalty: 2558.547852
	Iteration 39Q: 3 clusters Score -147162.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -147166.203125 Penalty: 2558.547852
	Iteration 40F: 3 clusters Score -147166.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -147167.328125 Penalty: 2558.547852
	Iteration 41Q: 3 clusters Score -147167.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -147169.250000 Penalty: 2558.547852
	Iteration 42Q: 3 clusters Score -147169.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -147169.718750 Penalty: 2558.547852
	Iteration 43Q: 3 clusters Score -147169.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -147171.046875 Penalty: 2558.547852
	Iteration 44Q: 3 clusters Score -147171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -147172.968750 Penalty: 2558.547852
	Iteration 45Q: 3 clusters Score -147173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -147178.625000 Penalty: 2558.547852
	Iteration 46Q: 3 clusters Score -147178.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -147182.781250 Penalty: 2558.547852
	Iteration 47Q: 3 clusters Score -147182.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -147188.671875 Penalty: 2558.547852
	Iteration 48Q: 3 clusters Score -147188.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -147195.203125 Penalty: 2558.547852
	Iteration 49Q: 3 clusters Score -147195.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -147202.062500 Penalty: 2558.547852
	Iteration 50Q: 3 clusters Score -147202.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -147210.062500 Penalty: 2558.547852
	Iteration 51Q: 3 clusters Score -147210.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -147219.593750 Penalty: 2558.547852
	Iteration 52Q: 3 clusters Score -147219.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -147227.109375 Penalty: 2558.547852
	Iteration 53Q: 3 clusters Score -147227.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -147235.359375 Penalty: 2558.547852
	Iteration 54Q: 3 clusters Score -147235.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -147245.500000 Penalty: 2558.547852
	Iteration 55Q: 3 clusters Score -147245.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -147262.312500 Penalty: 2558.547852
	Iteration 56Q: 3 clusters Score -147262.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -147281.437500 Penalty: 2558.547852
	Iteration 57Q: 3 clusters Score -147281.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -147301.500000 Penalty: 2558.547852
	Iteration 58Q: 3 clusters Score -147301.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -147324.921875 Penalty: 2558.547852
	Iteration 59Q: 3 clusters Score -147324.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -147345.312500 Penalty: 2558.547852
	Iteration 60F: 3 clusters Score -147345.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -147368.828125 Penalty: 2558.547852
	Iteration 61Q: 3 clusters Score -147368.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -147393.312500 Penalty: 2558.547852
	Iteration 62Q: 3 clusters Score -147393.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -147423.734375 Penalty: 2558.547852
	Iteration 63Q: 3 clusters Score -147423.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -147453.156250 Penalty: 2558.547852
	Iteration 64Q: 3 clusters Score -147453.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -147486.968750 Penalty: 2558.547852
	Iteration 65Q: 3 clusters Score -147487 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -147515.250000 Penalty: 2558.547852
	Iteration 66Q: 3 clusters Score -147515.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -147537.375000 Penalty: 2558.547852
	Iteration 67Q: 3 clusters Score -147537.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -147553.406250 Penalty: 2558.547852
	Iteration 68Q: 3 clusters Score -147553.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -147563.828125 Penalty: 2558.547852
	Iteration 69Q: 3 clusters Score -147563.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -147573.093750 Penalty: 2558.547852
	Iteration 70Q: 3 clusters Score -147573.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -147585.968750 Penalty: 2558.547852
	Iteration 71Q: 3 clusters Score -147586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -147603.015625 Penalty: 2558.547852
	Iteration 72Q: 3 clusters Score -147603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -147620.734375 Penalty: 2558.547852
	Iteration 73Q: 3 clusters Score -147620.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -147639.515625 Penalty: 2558.547852
	Iteration 74Q: 3 clusters Score -147639.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -147650.875000 Penalty: 2558.547852
	Iteration 75Q: 3 clusters Score -147650.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -147654.734375 Penalty: 2558.547852
	Iteration 76Q: 3 clusters Score -147654.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -147658.500000 Penalty: 2558.547852
	Iteration 77Q: 3 clusters Score -147658.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -147661.843750 Penalty: 2558.547852
	Iteration 78Q: 3 clusters Score -147661.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -147661.843750 Penalty: 2558.547852
	Iteration 79F: 3 clusters Score -147661.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Entering Unmasked Estep 
Score: -288028.218750 Penalty: 1385.177490
	Iteration 0F: 2 clusters Score -288028.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -284040.656250 Penalty: 2770.354980
	Iteration 0F: 3 clusters Score -284040.7 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -285174.281250 Penalty: 2770.354980
	Iteration 1F: 3 clusters Score -285174.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -285375.656250 Penalty: 2770.354980
	Iteration 2F: 3 clusters Score -285375.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -285519.218750 Penalty: 2770.354980
	Iteration 3F: 3 clusters Score -285519.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -285662.593750 Penalty: 2770.354980
	Iteration 4Q: 3 clusters Score -285662.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -285812.500000 Penalty: 2770.354980
	Iteration 5Q: 3 clusters Score -285812.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -285946.250000 Penalty: 2770.354980
	Iteration 6Q: 3 clusters Score -285946.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -286059.468750 Penalty: 2770.354980
	Iteration 7Q: 3 clusters Score -286059.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -286170.625000 Penalty: 2770.354980
	Iteration 8Q: 3 clusters Score -286170.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -286291.906250 Penalty: 2770.354980
	Iteration 9Q: 3 clusters Score -286291.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -286420.437500 Penalty: 2770.354980
	Iteration 10Q: 3 clusters Score -286420.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -286547.656250 Penalty: 2770.354980
	Iteration 11Q: 3 clusters Score -286547.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -286681.093750 Penalty: 2770.354980
	Iteration 12Q: 3 clusters Score -286681.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -286792.218750 Penalty: 2770.354980
	Iteration 13Q: 3 clusters Score -286792.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -286888.343750 Penalty: 2770.354980
	Iteration 14Q: 3 clusters Score -286888.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -286967.250000 Penalty: 2770.354980
	Iteration 15Q: 3 clusters Score -286967.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -287030.000000 Penalty: 2770.354980
	Iteration 16Q: 3 clusters Score -287030 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -287068.750000 Penalty: 2770.354980
	Iteration 17Q: 3 clusters Score -287068.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -287090.343750 Penalty: 2770.354980
	Iteration 18Q: 3 clusters Score -287090.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -287102.781250 Penalty: 2770.354980
	Iteration 19Q: 3 clusters Score -287102.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -287112.125000 Penalty: 2770.354980
	Iteration 20F: 3 clusters Score -287112.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -287117.875000 Penalty: 2770.354980
	Iteration 21Q: 3 clusters Score -287117.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -287120.593750 Penalty: 2770.354980
	Iteration 22Q: 3 clusters Score -287120.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -287122.218750 Penalty: 2770.354980
	Iteration 23Q: 3 clusters Score -287122.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -287126.531250 Penalty: 2770.354980
	Iteration 24Q: 3 clusters Score -287126.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -287128.843750 Penalty: 2770.354980
	Iteration 25Q: 3 clusters Score -287128.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -287130.312500 Penalty: 2770.354980
	Iteration 26Q: 3 clusters Score -287130.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -287131.718750 Penalty: 2770.354980
	Iteration 27Q: 3 clusters Score -287131.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -287132.562500 Penalty: 2770.354980
	Iteration 28Q: 3 clusters Score -287132.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -287132.562500 Penalty: 2770.354980
	Iteration 29F: 3 clusters Score -287132.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4962 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28432 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19588 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11476 members 
Mstep: Class 14 contains 66274 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6969 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4018 members 
Mstep: Class 19 contains 123032 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 7163 members 
Mstep: Class 23 contains 10819 members 
Mstep: Class 24 contains 2624 members 
Mstep: Class 25 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334164.000000 Penalty: 51972.636719
Iteration 239Q: 26 clusters Score -2.133416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19470 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4962 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28432 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19588 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11478 members 
Mstep: Class 14 contains 66276 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6970 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4017 members 
Mstep: Class 19 contains 123026 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 7164 members 
Mstep: Class 23 contains 10820 members 
Mstep: Class 24 contains 2625 members 
Mstep: Class 25 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334148.000000 Penalty: 51972.636719
Iteration 240F: 26 clusters Score -2.133415e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19469 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4962 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28430 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19588 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11481 members 
Mstep: Class 14 contains 66278 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6970 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4016 members 
Mstep: Class 19 contains 123021 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 7165 members 
Mstep: Class 23 contains 10822 members 
Mstep: Class 24 contains 2626 members 
Mstep: Class 25 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334176.000000 Penalty: 51972.636719
Iteration 241Q: 26 clusters Score -2.133418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19469 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4961 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28431 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19588 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11477 members 
Mstep: Class 14 contains 66280 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6970 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4015 members 
Mstep: Class 19 contains 123017 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 7167 members 
Mstep: Class 23 contains 10824 members 
Mstep: Class 24 contains 2629 members 
Mstep: Class 25 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334186.000000 Penalty: 51972.636719
Iteration 242Q: 26 clusters Score -2.133419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19468 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4961 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28433 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19588 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11477 members 
Mstep: Class 14 contains 66280 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6971 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4015 members 
Mstep: Class 19 contains 123013 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 7166 members 
Mstep: Class 23 contains 10825 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334178.000000 Penalty: 51972.636719
Iteration 243Q: 26 clusters Score -2.133418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19468 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4961 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28433 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19588 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11478 members 
Mstep: Class 14 contains 66282 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6972 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4015 members 
Mstep: Class 19 contains 123011 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 7162 members 
Mstep: Class 23 contains 10825 members 
Mstep: Class 24 contains 2633 members 
Mstep: Class 25 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334178.000000 Penalty: 51972.636719
Iteration 244Q: 26 clusters Score -2.133418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19468 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4961 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28433 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19588 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11481 members 
Mstep: Class 14 contains 66282 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6971 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4015 members 
Mstep: Class 19 contains 123008 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 7161 members 
Mstep: Class 23 contains 10825 members 
Mstep: Class 24 contains 2635 members 
Mstep: Class 25 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334186.000000 Penalty: 51972.636719
Iteration 245Q: 26 clusters Score -2.133419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19468 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4961 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28433 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19588 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11485 members 
Mstep: Class 14 contains 66284 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6970 members 
Mstep: Class 17 contains 8443 members 
Mstep: Class 18 contains 4015 members 
Mstep: Class 19 contains 123003 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 7162 members 
Mstep: Class 23 contains 10825 members 
Mstep: Class 24 contains 2634 members 
Mstep: Class 25 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334160.000000 Penalty: 51972.636719
Iteration 246Q: 26 clusters Score -2.133416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19468 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4961 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28433 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19588 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11488 members 
Mstep: Class 14 contains 66285 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6969 members 
Mstep: Class 17 contains 8442 members 
Mstep: Class 18 contains 4015 members 
Mstep: Class 19 contains 122999 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 7164 members 
Mstep: Class 23 contains 10825 members 
Mstep: Class 24 contains 2634 members 
Mstep: Class 25 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334164.000000 Penalty: 51972.636719
Iteration 247Q: 26 clusters Score -2.133416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19468 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4961 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28433 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19588 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11491 members 
Mstep: Class 14 contains 66285 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6968 members 
Mstep: Class 17 contains 8442 members 
Mstep: Class 18 contains 4015 members 
Mstep: Class 19 contains 122995 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3241 members 
Mstep: Class 22 contains 7165 members 
Mstep: Class 23 contains 10825 members 
Mstep: Class 24 contains 2634 members 
Mstep: Class 25 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334164.000000 Penalty: 51972.636719
Iteration 248Q: 26 clusters Score -2.133416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19468 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4961 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28433 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19589 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11491 members 
Mstep: Class 14 contains 66287 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6968 members 
Mstep: Class 17 contains 8442 members 
Mstep: Class 18 contains 4015 members 
Mstep: Class 19 contains 122991 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 7164 members 
Mstep: Class 23 contains 10827 members 
Mstep: Class 24 contains 2635 members 
Mstep: Class 25 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334148.000000 Penalty: 51972.636719
Iteration 249Q: 26 clusters Score -2.133415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19468 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4961 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28433 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19588 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11487 members 
Mstep: Class 14 contains 66289 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6967 members 
Mstep: Class 17 contains 8442 members 
Mstep: Class 18 contains 4015 members 
Mstep: Class 19 contains 122989 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3241 members 
Mstep: Class 22 contains 7164 members 
Mstep: Class 23 contains 10829 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334154.000000 Penalty: 51972.636719
Iteration 250Q: 26 clusters Score -2.133415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19468 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4961 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28432 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19588 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11487 members 
Mstep: Class 14 contains 66288 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6967 members 
Mstep: Class 17 contains 8442 members 
Mstep: Class 18 contains 4015 members 
Mstep: Class 19 contains 122987 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3244 members 
Mstep: Class 22 contains 7164 members 
Mstep: Class 23 contains 10830 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334162.000000 Penalty: 51972.636719
Iteration 251Q: 26 clusters Score -2.133416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19468 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4961 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28431 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19589 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11488 members 
Mstep: Class 14 contains 66288 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6967 members 
Mstep: Class 17 contains 8442 members 
Mstep: Class 18 contains 4015 members 
Mstep: Class 19 contains 122986 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3244 members 
Mstep: Class 22 contains 7164 members 
Mstep: Class 23 contains 10830 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334154.000000 Penalty: 51972.636719
Iteration 252Q: 26 clusters Score -2.133415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19468 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4961 members 
Mstep: Class 7 contains 5261 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28429 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19591 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11489 members 
Mstep: Class 14 contains 66289 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6967 members 
Mstep: Class 17 contains 8442 members 
Mstep: Class 18 contains 4015 members 
Mstep: Class 19 contains 122985 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3244 members 
Mstep: Class 22 contains 7163 members 
Mstep: Class 23 contains 10831 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334142.000000 Penalty: 51972.636719
Iteration 253Q: 26 clusters Score -2.133414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19469 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4961 members 
Mstep: Class 7 contains 5261 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28426 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19592 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11488 members 
Mstep: Class 14 contains 66290 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6967 members 
Mstep: Class 17 contains 8442 members 
Mstep: Class 18 contains 4015 members 
Mstep: Class 19 contains 122986 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3243 members 
Mstep: Class 22 contains 7163 members 
Mstep: Class 23 contains 10832 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334158.000000 Penalty: 51972.636719
Iteration 254Q: 26 clusters Score -2.133416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19470 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4961 members 
Mstep: Class 7 contains 5261 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28425 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19592 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11488 members 
Mstep: Class 14 contains 66290 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6967 members 
Mstep: Class 17 contains 8442 members 
Mstep: Class 18 contains 4015 members 
Mstep: Class 19 contains 122988 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3242 members 
Mstep: Class 22 contains 7163 members 
Mstep: Class 23 contains 10831 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334148.000000 Penalty: 51972.636719
Iteration 255Q: 26 clusters Score -2.133415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19470 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4961 members 
Mstep: Class 7 contains 5261 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28425 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19592 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11488 members 
Mstep: Class 14 contains 66290 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6967 members 
Mstep: Class 17 contains 8442 members 
Mstep: Class 18 contains 4015 members 
Mstep: Class 19 contains 122988 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3242 members 
Mstep: Class 22 contains 7163 members 
Mstep: Class 23 contains 10831 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334148.000000 Penalty: 51972.636719
Iteration 256F: 26 clusters Score -2.133415e+07 nChanged 0
Entering ConstructFrom: 
Score: -21334148.000000 Penalty: 51972.636719
Entering ConstructFrom: 
Trying to split cluster 1 (9412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Entering Unmasked Estep 
Score: -560441.312500 Penalty: 1486.832886
	Iteration 0F: 2 clusters Score -560441.3 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 4762 members 
Entering Unmasked Estep 
Score: -553737.625000 Penalty: 2973.665771
	Iteration 0F: 3 clusters Score -553737.6 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -556091.750000 Penalty: 2973.665771
	Iteration 1F: 3 clusters Score -556091.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -556496.000000 Penalty: 2973.665771
	Iteration 2F: 3 clusters Score -556496 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -556840.250000 Penalty: 2973.665771
	Iteration 3F: 3 clusters Score -556840.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -557235.375000 Penalty: 2973.665771
	Iteration 4F: 3 clusters Score -557235.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -557665.937500 Penalty: 2973.665771
	Iteration 5F: 3 clusters Score -557665.9 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -558117.625000 Penalty: 2973.665771
	Iteration 6F: 3 clusters Score -558117.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -558483.062500 Penalty: 2973.665771
	Iteration 7F: 3 clusters Score -558483.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -558758.687500 Penalty: 2973.665771
	Iteration 8Q: 3 clusters Score -558758.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -558984.312500 Penalty: 2973.665771
	Iteration 9Q: 3 clusters Score -558984.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -559164.187500 Penalty: 2973.665771
	Iteration 10Q: 3 clusters Score -559164.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -559351.000000 Penalty: 2973.665771
	Iteration 11Q: 3 clusters Score -559351 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -559497.000000 Penalty: 2973.665771
	Iteration 12Q: 3 clusters Score -559497 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -559612.750000 Penalty: 2973.665771
	Iteration 13Q: 3 clusters Score -559612.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -559710.125000 Penalty: 2973.665771
	Iteration 14Q: 3 clusters Score -559710.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -559810.625000 Penalty: 2973.665771
	Iteration 15Q: 3 clusters Score -559810.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -559900.125000 Penalty: 2973.665771
	Iteration 16Q: 3 clusters Score -559900.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -559981.937500 Penalty: 2973.665771
	Iteration 17Q: 3 clusters Score -559981.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -560043.875000 Penalty: 2973.665771
	Iteration 18Q: 3 clusters Score -560043.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -560096.687500 Penalty: 2973.665771
	Iteration 19Q: 3 clusters Score -560096.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -560123.625000 Penalty: 2973.665771
	Iteration 20F: 3 clusters Score -560123.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -560149.000000 Penalty: 2973.665771
	Iteration 21Q: 3 clusters Score -560149 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -560162.125000 Penalty: 2973.665771
	Iteration 22Q: 3 clusters Score -560162.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -560171.437500 Penalty: 2973.665771
	Iteration 23Q: 3 clusters Score -560171.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -560178.500000 Penalty: 2973.665771
	Iteration 24Q: 3 clusters Score -560178.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -560182.875000 Penalty: 2973.665771
	Iteration 25Q: 3 clusters Score -560182.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -560184.687500 Penalty: 2973.665771
	Iteration 26Q: 3 clusters Score -560184.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -560187.812500 Penalty: 2973.665771
	Iteration 27Q: 3 clusters Score -560187.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -560189.375000 Penalty: 2973.665771
	Iteration 28Q: 3 clusters Score -560189.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -560191.812500 Penalty: 2973.665771
	Iteration 29Q: 3 clusters Score -560191.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -560196.187500 Penalty: 2973.665771
	Iteration 30Q: 3 clusters Score -560196.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -560196.312500 Penalty: 2973.665771
	Iteration 31Q: 3 clusters Score -560196.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -560197.250000 Penalty: 2973.665771
	Iteration 32Q: 3 clusters Score -560197.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -560199.625000 Penalty: 2973.665771
	Iteration 33Q: 3 clusters Score -560199.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -560200.375000 Penalty: 2973.665771
	Iteration 34Q: 3 clusters Score -560200.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -560200.062500 Penalty: 2973.665771
	Iteration 35Q: 3 clusters Score -560200.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -560200.312500 Penalty: 2973.665771
	Iteration 36Q: 3 clusters Score -560200.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -560200.812500 Penalty: 2973.665771
	Iteration 37Q: 3 clusters Score -560200.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -560201.250000 Penalty: 2973.665771
	Iteration 38Q: 3 clusters Score -560201.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -560201.937500 Penalty: 2973.665771
	Iteration 39Q: 3 clusters Score -560201.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -560202.062500 Penalty: 2973.665771
	Iteration 40F: 3 clusters Score -560202.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -36010.039062 Penalty: 1065.245483
	Iteration 0F: 2 clusters Score -36010.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -34836.839844 Penalty: 2130.490967
	Iteration 0F: 3 clusters Score -34836.84 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -35147.832031 Penalty: 2130.490967
	Iteration 1F: 3 clusters Score -35147.83 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -35439.472656 Penalty: 2130.490967
	Iteration 2F: 3 clusters Score -35439.47 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -35766.515625 Penalty: 2130.490967
	Iteration 3F: 3 clusters Score -35766.52 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -36055.562500 Penalty: 2130.490967
	Iteration 4F: 3 clusters Score -36055.56 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -36176.226562 Penalty: 2130.490967
	Iteration 5Q: 3 clusters Score -36176.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -36284.746094 Penalty: 2130.490967
	Iteration 6Q: 3 clusters Score -36284.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -36362.117188 Penalty: 2130.490967
	Iteration 7Q: 3 clusters Score -36362.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -36375.082031 Penalty: 2130.490967
	Iteration 8Q: 3 clusters Score -36375.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -36401.156250 Penalty: 2130.490967
	Iteration 9Q: 3 clusters Score -36401.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -36404.441406 Penalty: 2130.490967
	Iteration 10Q: 3 clusters Score -36404.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -36404.441406 Penalty: 2130.490967
	Iteration 11F: 3 clusters Score -36404.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 152 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 19470 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 4961 members 
Mstep: Class 7 contains 5261 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 28425 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 19592 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 11488 members 
Mstep: Class 14 contains 66290 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 6967 members 
Mstep: Class 17 contains 8442 members 
Mstep: Class 18 contains 4015 members 
Mstep: Class 19 contains 122988 members 
Mstep: Class 20 contains 7695 members 
Mstep: Class 21 contains 3242 members 
Mstep: Class 22 contains 7163 members 
Mstep: Class 23 contains 10831 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 5035 members 
Mstep: Class 26 contains 551 members 
Entering Unmasked Estep 
Score: -21333518.000000 Penalty: 54051.542969
Splitting cluster 2 changes total score from -21334148.000000 to -21333518.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Entering Unmasked Estep 
Score: -166804.500000 Penalty: 1290.749390
	Iteration 0F: 2 clusters Score -166804.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -164220.937500 Penalty: 2581.498779
	Iteration 0F: 3 clusters Score -164220.9 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -164991.828125 Penalty: 2581.498779
	Iteration 1F: 3 clusters Score -164991.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -165319.859375 Penalty: 2581.498779
	Iteration 2F: 3 clusters Score -165319.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -165556.562500 Penalty: 2581.498779
	Iteration 3F: 3 clusters Score -165556.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -165772.000000 Penalty: 2581.498779
	Iteration 4F: 3 clusters Score -165772 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -165940.640625 Penalty: 2581.498779
	Iteration 5F: 3 clusters Score -165940.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -166027.953125 Penalty: 2581.498779
	Iteration 6Q: 3 clusters Score -166028 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -166094.921875 Penalty: 2581.498779
	Iteration 7Q: 3 clusters Score -166094.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -166166.734375 Penalty: 2581.498779
	Iteration 8Q: 3 clusters Score -166166.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -166223.890625 Penalty: 2581.498779
	Iteration 9Q: 3 clusters Score -166223.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -166260.062500 Penalty: 2581.498779
	Iteration 10Q: 3 clusters Score -166260.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -166285.046875 Penalty: 2581.498779
	Iteration 11Q: 3 clusters Score -166285 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -166305.078125 Penalty: 2581.498779
	Iteration 12Q: 3 clusters Score -166305.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -166317.765625 Penalty: 2581.498779
	Iteration 13Q: 3 clusters Score -166317.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -166324.203125 Penalty: 2581.498779
	Iteration 14Q: 3 clusters Score -166324.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -166326.734375 Penalty: 2581.498779
	Iteration 15Q: 3 clusters Score -166326.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -166327.781250 Penalty: 2581.498779
	Iteration 16Q: 3 clusters Score -166327.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -166329.609375 Penalty: 2581.498779
	Iteration 17Q: 3 clusters Score -166329.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -166333.171875 Penalty: 2581.498779
	Iteration 18Q: 3 clusters Score -166333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -166334.890625 Penalty: 2581.498779
	Iteration 19Q: 3 clusters Score -166334.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -166338.484375 Penalty: 2581.498779
	Iteration 20F: 3 clusters Score -166338.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -166340.812500 Penalty: 2581.498779
	Iteration 21Q: 3 clusters Score -166340.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -166342.000000 Penalty: 2581.498779
	Iteration 22Q: 3 clusters Score -166342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -166342.156250 Penalty: 2581.498779
	Iteration 23Q: 3 clusters Score -166342.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -166343.250000 Penalty: 2581.498779
	Iteration 24Q: 3 clusters Score -166343.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -166343.968750 Penalty: 2581.498779
	Iteration 25Q: 3 clusters Score -166344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -166346.140625 Penalty: 2581.498779
	Iteration 26Q: 3 clusters Score -166346.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -166349.343750 Penalty: 2581.498779
	Iteration 27Q: 3 clusters Score -166349.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -166352.453125 Penalty: 2581.498779
	Iteration 28Q: 3 clusters Score -166352.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -166353.859375 Penalty: 2581.498779
	Iteration 29Q: 3 clusters Score -166353.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -166355.062500 Penalty: 2581.498779
	Iteration 30Q: 3 clusters Score -166355.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -166355.203125 Penalty: 2581.498779
	Iteration 31Q: 3 clusters Score -166355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -166355.187500 Penalty: 2581.498779
	Iteration 32Q: 3 clusters Score -166355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -166355.750000 Penalty: 2581.498779
	Iteration 33Q: 3 clusters Score -166355.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -166355.750000 Penalty: 2581.498779
	Iteration 34F: 3 clusters Score -166355.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Entering Unmasked Estep 
Score: -1198131.000000 Penalty: 1604.952393
	Iteration 0F: 2 clusters Score -1198131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1184788.000000 Penalty: 3209.904785
	Iteration 0F: 3 clusters Score -1184788 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1189791.625000 Penalty: 3209.904785
	Iteration 1F: 3 clusters Score -1189792 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1190305.750000 Penalty: 3209.904785
	Iteration 2F: 3 clusters Score -1190306 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1190950.750000 Penalty: 3209.904785
	Iteration 3F: 3 clusters Score -1190951 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1191715.000000 Penalty: 3209.904785
	Iteration 4F: 3 clusters Score -1191715 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1192564.000000 Penalty: 3209.904785
	Iteration 5F: 3 clusters Score -1192564 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1193452.000000 Penalty: 3209.904785
	Iteration 6F: 3 clusters Score -1193452 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1194244.250000 Penalty: 3209.904785
	Iteration 7F: 3 clusters Score -1194244 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1194899.500000 Penalty: 3209.904785
	Iteration 8F: 3 clusters Score -1194900 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1195349.500000 Penalty: 3209.904785
	Iteration 9Q: 3 clusters Score -1195350 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1195640.750000 Penalty: 3209.904785
	Iteration 10Q: 3 clusters Score -1195641 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1195788.000000 Penalty: 3209.904785
	Iteration 11Q: 3 clusters Score -1195788 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1195891.750000 Penalty: 3209.904785
	Iteration 12Q: 3 clusters Score -1195892 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1195962.875000 Penalty: 3209.904785
	Iteration 13Q: 3 clusters Score -1195963 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1196020.125000 Penalty: 3209.904785
	Iteration 14Q: 3 clusters Score -1196020 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1196065.000000 Penalty: 3209.904785
	Iteration 15Q: 3 clusters Score -1196065 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1196103.125000 Penalty: 3209.904785
	Iteration 16Q: 3 clusters Score -1196103 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1196137.000000 Penalty: 3209.904785
	Iteration 17Q: 3 clusters Score -1196137 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1196171.375000 Penalty: 3209.904785
	Iteration 18Q: 3 clusters Score -1196171 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1196212.375000 Penalty: 3209.904785
	Iteration 19Q: 3 clusters Score -1196212 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1196241.500000 Penalty: 3209.904785
	Iteration 20F: 3 clusters Score -1196242 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1196267.250000 Penalty: 3209.904785
	Iteration 21Q: 3 clusters Score -1196267 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1196289.000000 Penalty: 3209.904785
	Iteration 22Q: 3 clusters Score -1196289 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1196309.625000 Penalty: 3209.904785
	Iteration 23Q: 3 clusters Score -1196310 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1196331.250000 Penalty: 3209.904785
	Iteration 24Q: 3 clusters Score -1196331 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1196354.625000 Penalty: 3209.904785
	Iteration 25Q: 3 clusters Score -1196355 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1196376.000000 Penalty: 3209.904785
	Iteration 26Q: 3 clusters Score -1196376 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1196400.000000 Penalty: 3209.904785
	Iteration 27Q: 3 clusters Score -1196400 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1196425.375000 Penalty: 3209.904785
	Iteration 28Q: 3 clusters Score -1196425 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1196451.500000 Penalty: 3209.904785
	Iteration 29Q: 3 clusters Score -1196452 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1196475.250000 Penalty: 3209.904785
	Iteration 30Q: 3 clusters Score -1196475 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1196505.875000 Penalty: 3209.904785
	Iteration 31Q: 3 clusters Score -1196506 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1196533.125000 Penalty: 3209.904785
	Iteration 32Q: 3 clusters Score -1196533 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1196556.125000 Penalty: 3209.904785
	Iteration 33Q: 3 clusters Score -1196556 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1196578.250000 Penalty: 3209.904785
	Iteration 34Q: 3 clusters Score -1196578 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1196604.375000 Penalty: 3209.904785
	Iteration 35Q: 3 clusters Score -1196604 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1196628.500000 Penalty: 3209.904785
	Iteration 36Q: 3 clusters Score -1196628 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1196643.125000 Penalty: 3209.904785
	Iteration 37Q: 3 clusters Score -1196643 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1196676.750000 Penalty: 3209.904785
	Iteration 38Q: 3 clusters Score -1196677 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1196691.625000 Penalty: 3209.904785
	Iteration 39Q: 3 clusters Score -1196692 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1196718.250000 Penalty: 3209.904785
	Iteration 40F: 3 clusters Score -1196718 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1196743.250000 Penalty: 3209.904785
	Iteration 41Q: 3 clusters Score -1196743 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1196763.750000 Penalty: 3209.904785
	Iteration 42Q: 3 clusters Score -1196764 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1196782.625000 Penalty: 3209.904785
	Iteration 43Q: 3 clusters Score -1196783 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1196796.750000 Penalty: 3209.904785
	Iteration 44Q: 3 clusters Score -1196797 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1196802.625000 Penalty: 3209.904785
	Iteration 45Q: 3 clusters Score -1196803 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1196814.250000 Penalty: 3209.904785
	Iteration 46Q: 3 clusters Score -1196814 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1196823.875000 Penalty: 3209.904785
	Iteration 47Q: 3 clusters Score -1196824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1196835.000000 Penalty: 3209.904785
	Iteration 48Q: 3 clusters Score -1196835 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1196840.875000 Penalty: 3209.904785
	Iteration 49Q: 3 clusters Score -1196841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1196846.250000 Penalty: 3209.904785
	Iteration 50Q: 3 clusters Score -1196846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1196851.250000 Penalty: 3209.904785
	Iteration 51Q: 3 clusters Score -1196851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1196857.000000 Penalty: 3209.904785
	Iteration 52Q: 3 clusters Score -1196857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1196859.750000 Penalty: 3209.904785
	Iteration 53Q: 3 clusters Score -1196860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1196860.625000 Penalty: 3209.904785
	Iteration 54Q: 3 clusters Score -1196861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1196861.250000 Penalty: 3209.904785
	Iteration 55Q: 3 clusters Score -1196861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1196864.500000 Penalty: 3209.904785
	Iteration 56Q: 3 clusters Score -1196864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1196866.500000 Penalty: 3209.904785
	Iteration 57Q: 3 clusters Score -1196866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1196869.500000 Penalty: 3209.904785
	Iteration 58Q: 3 clusters Score -1196870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1196868.375000 Penalty: 3209.904785
	Iteration 59Q: 3 clusters Score -1196868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1196869.500000 Penalty: 3209.904785
	Iteration 60F: 3 clusters Score -1196870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1196869.625000 Penalty: 3209.904785
	Iteration 61Q: 3 clusters Score -1196870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1196869.625000 Penalty: 3209.904785
	Iteration 62F: 3 clusters Score -1196870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Entering Unmasked Estep 
Score: -69629.351562 Penalty: 1157.858521
	Iteration 0F: 2 clusters Score -69629.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -68030.500000 Penalty: 2315.717041
	Iteration 0F: 3 clusters Score -68030.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -68333.437500 Penalty: 2315.717041
	Iteration 1F: 3 clusters Score -68333.44 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -68430.906250 Penalty: 2315.717041
	Iteration 2F: 3 clusters Score -68430.91 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -68492.882812 Penalty: 2315.717041
	Iteration 3Q: 3 clusters Score -68492.88 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -68541.671875 Penalty: 2315.717041
	Iteration 4Q: 3 clusters Score -68541.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -68566.148438 Penalty: 2315.717041
	Iteration 5Q: 3 clusters Score -68566.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -68596.992188 Penalty: 2315.717041
	Iteration 6Q: 3 clusters Score -68596.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -68620.148438 Penalty: 2315.717041
	Iteration 7Q: 3 clusters Score -68620.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -68633.617188 Penalty: 2315.717041
	Iteration 8Q: 3 clusters Score -68633.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -68641.039062 Penalty: 2315.717041
	Iteration 9Q: 3 clusters Score -68641.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -68648.304688 Penalty: 2315.717041
	Iteration 10Q: 3 clusters Score -68648.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -68651.132812 Penalty: 2315.717041
	Iteration 11Q: 3 clusters Score -68651.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -68652.812500 Penalty: 2315.717041
	Iteration 12Q: 3 clusters Score -68652.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -68652.812500 Penalty: 2315.717041
	Iteration 13F: 3 clusters Score -68652.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Entering Unmasked Estep 
Score: -250282.718750 Penalty: 1382.771362
	Iteration 0F: 2 clusters Score -250282.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -246350.078125 Penalty: 2765.542725
	Iteration 0F: 3 clusters Score -246350.1 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -247639.937500 Penalty: 2765.542725
	Iteration 1F: 3 clusters Score -247639.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -247965.937500 Penalty: 2765.542725
	Iteration 2F: 3 clusters Score -247965.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -248191.468750 Penalty: 2765.542725
	Iteration 3F: 3 clusters Score -248191.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -248376.453125 Penalty: 2765.542725
	Iteration 4F: 3 clusters Score -248376.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -248491.625000 Penalty: 2765.542725
	Iteration 5Q: 3 clusters Score -248491.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -248581.546875 Penalty: 2765.542725
	Iteration 6Q: 3 clusters Score -248581.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -248642.671875 Penalty: 2765.542725
	Iteration 7Q: 3 clusters Score -248642.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -248697.718750 Penalty: 2765.542725
	Iteration 8Q: 3 clusters Score -248697.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -248752.656250 Penalty: 2765.542725
	Iteration 9Q: 3 clusters Score -248752.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -248805.906250 Penalty: 2765.542725
	Iteration 10Q: 3 clusters Score -248805.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -248853.906250 Penalty: 2765.542725
	Iteration 11Q: 3 clusters Score -248853.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -248894.578125 Penalty: 2765.542725
	Iteration 12Q: 3 clusters Score -248894.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -248922.093750 Penalty: 2765.542725
	Iteration 13Q: 3 clusters Score -248922.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -248932.781250 Penalty: 2765.542725
	Iteration 14Q: 3 clusters Score -248932.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -248938.718750 Penalty: 2765.542725
	Iteration 15Q: 3 clusters Score -248938.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -248944.109375 Penalty: 2765.542725
	Iteration 16Q: 3 clusters Score -248944.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -248949.625000 Penalty: 2765.542725
	Iteration 17Q: 3 clusters Score -248949.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -248952.937500 Penalty: 2765.542725
	Iteration 18Q: 3 clusters Score -248952.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -248956.984375 Penalty: 2765.542725
	Iteration 19Q: 3 clusters Score -248957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -248959.375000 Penalty: 2765.542725
	Iteration 20F: 3 clusters Score -248959.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -248960.531250 Penalty: 2765.542725
	Iteration 21Q: 3 clusters Score -248960.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -248961.031250 Penalty: 2765.542725
	Iteration 22Q: 3 clusters Score -248961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -248961.328125 Penalty: 2765.542725
	Iteration 23Q: 3 clusters Score -248961.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -248961.765625 Penalty: 2765.542725
	Iteration 24Q: 3 clusters Score -248961.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -248961.890625 Penalty: 2765.542725
	Iteration 25Q: 3 clusters Score -248961.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -248962.171875 Penalty: 2765.542725
	Iteration 26Q: 3 clusters Score -248962.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -248962.359375 Penalty: 2765.542725
	Iteration 27Q: 3 clusters Score -248962.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -248963.093750 Penalty: 2765.542725
	Iteration 28Q: 3 clusters Score -248963.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -248963.093750 Penalty: 2765.542725
	Iteration 29F: 3 clusters Score -248963.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Entering Unmasked Estep 
Score: -325059.625000 Penalty: 1392.312378
	Iteration 0F: 2 clusters Score -325059.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -320852.437500 Penalty: 2784.624756
	Iteration 0F: 3 clusters Score -320852.4 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -322022.437500 Penalty: 2784.624756
	Iteration 1F: 3 clusters Score -322022.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -322196.062500 Penalty: 2784.624756
	Iteration 2F: 3 clusters Score -322196.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -322322.500000 Penalty: 2784.624756
	Iteration 3Q: 3 clusters Score -322322.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -322415.000000 Penalty: 2784.624756
	Iteration 4Q: 3 clusters Score -322415 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -322489.375000 Penalty: 2784.624756
	Iteration 5Q: 3 clusters Score -322489.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -322546.937500 Penalty: 2784.624756
	Iteration 6Q: 3 clusters Score -322546.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -322607.750000 Penalty: 2784.624756
	Iteration 7Q: 3 clusters Score -322607.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -322664.437500 Penalty: 2784.624756
	Iteration 8Q: 3 clusters Score -322664.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -322717.843750 Penalty: 2784.624756
	Iteration 9Q: 3 clusters Score -322717.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -322790.218750 Penalty: 2784.624756
	Iteration 10Q: 3 clusters Score -322790.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -322873.281250 Penalty: 2784.624756
	Iteration 11Q: 3 clusters Score -322873.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -322957.156250 Penalty: 2784.624756
	Iteration 12Q: 3 clusters Score -322957.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -323048.656250 Penalty: 2784.624756
	Iteration 13Q: 3 clusters Score -323048.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -323146.468750 Penalty: 2784.624756
	Iteration 14Q: 3 clusters Score -323146.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -323249.218750 Penalty: 2784.624756
	Iteration 15Q: 3 clusters Score -323249.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -323357.156250 Penalty: 2784.624756
	Iteration 16Q: 3 clusters Score -323357.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -323465.875000 Penalty: 2784.624756
	Iteration 17Q: 3 clusters Score -323465.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -323584.093750 Penalty: 2784.624756
	Iteration 18Q: 3 clusters Score -323584.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -323678.687500 Penalty: 2784.624756
	Iteration 19Q: 3 clusters Score -323678.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -323744.125000 Penalty: 2784.624756
	Iteration 20F: 3 clusters Score -323744.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -323799.062500 Penalty: 2784.624756
	Iteration 21Q: 3 clusters Score -323799.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -323847.250000 Penalty: 2784.624756
	Iteration 22Q: 3 clusters Score -323847.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -323880.593750 Penalty: 2784.624756
	Iteration 23Q: 3 clusters Score -323880.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -323909.562500 Penalty: 2784.624756
	Iteration 24Q: 3 clusters Score -323909.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -323934.531250 Penalty: 2784.624756
	Iteration 25Q: 3 clusters Score -323934.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -323956.812500 Penalty: 2784.624756
	Iteration 26Q: 3 clusters Score -323956.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -323976.406250 Penalty: 2784.624756
	Iteration 27Q: 3 clusters Score -323976.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -323998.531250 Penalty: 2784.624756
	Iteration 28Q: 3 clusters Score -323998.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -324019.937500 Penalty: 2784.624756
	Iteration 29Q: 3 clusters Score -324019.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -324037.156250 Penalty: 2784.624756
	Iteration 30Q: 3 clusters Score -324037.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -324046.937500 Penalty: 2784.624756
	Iteration 31Q: 3 clusters Score -324046.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -324057.906250 Penalty: 2784.624756
	Iteration 32Q: 3 clusters Score -324057.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -324064.812500 Penalty: 2784.624756
	Iteration 33Q: 3 clusters Score -324064.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -324071.156250 Penalty: 2784.624756
	Iteration 34Q: 3 clusters Score -324071.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -324074.343750 Penalty: 2784.624756
	Iteration 35Q: 3 clusters Score -324074.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -324080.906250 Penalty: 2784.624756
	Iteration 36Q: 3 clusters Score -324080.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -324083.500000 Penalty: 2784.624756
	Iteration 37Q: 3 clusters Score -324083.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -324084.375000 Penalty: 2784.624756
	Iteration 38Q: 3 clusters Score -324084.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -324084.375000 Penalty: 2784.624756
	Iteration 39F: 3 clusters Score -324084.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Entering Unmasked Estep 
Score: -98451.726562 Penalty: 1208.546021
	Iteration 0F: 2 clusters Score -98451.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -96531.320312 Penalty: 2417.092041
	Iteration 0F: 3 clusters Score -96531.32 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -96915.757812 Penalty: 2417.092041
	Iteration 1F: 3 clusters Score -96915.76 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -96984.359375 Penalty: 2417.092041
	Iteration 2F: 3 clusters Score -96984.36 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -97023.226562 Penalty: 2417.092041
	Iteration 3Q: 3 clusters Score -97023.23 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -97061.093750 Penalty: 2417.092041
	Iteration 4Q: 3 clusters Score -97061.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -97090.390625 Penalty: 2417.092041
	Iteration 5Q: 3 clusters Score -97090.39 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -97118.140625 Penalty: 2417.092041
	Iteration 6Q: 3 clusters Score -97118.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -97141.062500 Penalty: 2417.092041
	Iteration 7Q: 3 clusters Score -97141.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -97154.906250 Penalty: 2417.092041
	Iteration 8Q: 3 clusters Score -97154.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -97164.390625 Penalty: 2417.092041
	Iteration 9Q: 3 clusters Score -97164.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -97171.039062 Penalty: 2417.092041
	Iteration 10Q: 3 clusters Score -97171.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -97175.218750 Penalty: 2417.092041
	Iteration 11Q: 3 clusters Score -97175.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -97179.140625 Penalty: 2417.092041
	Iteration 12Q: 3 clusters Score -97179.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -97183.445312 Penalty: 2417.092041
	Iteration 13Q: 3 clusters Score -97183.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -97188.875000 Penalty: 2417.092041
	Iteration 14Q: 3 clusters Score -97188.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -97192.914062 Penalty: 2417.092041
	Iteration 15Q: 3 clusters Score -97192.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -97197.031250 Penalty: 2417.092041
	Iteration 16Q: 3 clusters Score -97197.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -97201.023438 Penalty: 2417.092041
	Iteration 17Q: 3 clusters Score -97201.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -97204.703125 Penalty: 2417.092041
	Iteration 18Q: 3 clusters Score -97204.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -97205.765625 Penalty: 2417.092041
	Iteration 19Q: 3 clusters Score -97205.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -97206.976562 Penalty: 2417.092041
	Iteration 20F: 3 clusters Score -97206.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -97207.796875 Penalty: 2417.092041
	Iteration 21Q: 3 clusters Score -97207.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -97208.554688 Penalty: 2417.092041
	Iteration 22Q: 3 clusters Score -97208.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -97210.156250 Penalty: 2417.092041
	Iteration 23Q: 3 clusters Score -97210.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -97211.921875 Penalty: 2417.092041
	Iteration 24Q: 3 clusters Score -97211.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -97213.781250 Penalty: 2417.092041
	Iteration 25Q: 3 clusters Score -97213.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -97215.101562 Penalty: 2417.092041
	Iteration 26Q: 3 clusters Score -97215.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -97215.671875 Penalty: 2417.092041
	Iteration 27Q: 3 clusters Score -97215.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -97216.429688 Penalty: 2417.092041
	Iteration 28Q: 3 clusters Score -97216.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -97217.390625 Penalty: 2417.092041
	Iteration 29Q: 3 clusters Score -97217.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -97218.117188 Penalty: 2417.092041
	Iteration 30Q: 3 clusters Score -97218.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -97218.117188 Penalty: 2417.092041
	Iteration 31F: 3 clusters Score -97218.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Entering Unmasked Estep 
Score: -1856314.250000 Penalty: 1666.441406
	Iteration 0F: 2 clusters Score -1856314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1837002.375000 Penalty: 3332.882812
	Iteration 0F: 3 clusters Score -1837002 nChanged 13088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1844270.750000 Penalty: 3332.882812
	Iteration 1F: 3 clusters Score -1844271 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1844618.625000 Penalty: 3332.882812
	Iteration 2Q: 3 clusters Score -1844619 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1844946.375000 Penalty: 3332.882812
	Iteration 3Q: 3 clusters Score -1844946 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1845239.875000 Penalty: 3332.882812
	Iteration 4Q: 3 clusters Score -1845240 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1845544.875000 Penalty: 3332.882812
	Iteration 5Q: 3 clusters Score -1845545 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1845853.375000 Penalty: 3332.882812
	Iteration 6Q: 3 clusters Score -1845853 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1846187.125000 Penalty: 3332.882812
	Iteration 7Q: 3 clusters Score -1846187 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1846627.125000 Penalty: 3332.882812
	Iteration 8Q: 3 clusters Score -1846627 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1847162.625000 Penalty: 3332.882812
	Iteration 9Q: 3 clusters Score -1847163 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1847919.750000 Penalty: 3332.882812
	Iteration 10Q: 3 clusters Score -1847920 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1848829.875000 Penalty: 3332.882812
	Iteration 11Q: 3 clusters Score -1848830 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1849740.375000 Penalty: 3332.882812
	Iteration 12Q: 3 clusters Score -1849740 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1850541.250000 Penalty: 3332.882812
	Iteration 13Q: 3 clusters Score -1850541 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1851106.000000 Penalty: 3332.882812
	Iteration 14Q: 3 clusters Score -1851106 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1851530.000000 Penalty: 3332.882812
	Iteration 15Q: 3 clusters Score -1851530 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1851848.875000 Penalty: 3332.882812
	Iteration 16Q: 3 clusters Score -1851849 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1852110.625000 Penalty: 3332.882812
	Iteration 17Q: 3 clusters Score -1852111 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1852328.250000 Penalty: 3332.882812
	Iteration 18Q: 3 clusters Score -1852328 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1852507.500000 Penalty: 3332.882812
	Iteration 19Q: 3 clusters Score -1852508 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1852698.125000 Penalty: 3332.882812
	Iteration 20F: 3 clusters Score -1852698 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1852864.500000 Penalty: 3332.882812
	Iteration 21Q: 3 clusters Score -1852864 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1853042.125000 Penalty: 3332.882812
	Iteration 22Q: 3 clusters Score -1853042 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1853179.375000 Penalty: 3332.882812
	Iteration 23Q: 3 clusters Score -1853179 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1853343.875000 Penalty: 3332.882812
	Iteration 24Q: 3 clusters Score -1853344 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1853479.000000 Penalty: 3332.882812
	Iteration 25Q: 3 clusters Score -1853479 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1853600.000000 Penalty: 3332.882812
	Iteration 26Q: 3 clusters Score -1853600 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1853707.625000 Penalty: 3332.882812
	Iteration 27Q: 3 clusters Score -1853708 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1853796.000000 Penalty: 3332.882812
	Iteration 28Q: 3 clusters Score -1853796 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1853897.625000 Penalty: 3332.882812
	Iteration 29Q: 3 clusters Score -1853898 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1853978.250000 Penalty: 3332.882812
	Iteration 30Q: 3 clusters Score -1853978 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1854059.375000 Penalty: 3332.882812
	Iteration 31Q: 3 clusters Score -1854059 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1854140.750000 Penalty: 3332.882812
	Iteration 32Q: 3 clusters Score -1854141 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1854218.250000 Penalty: 3332.882812
	Iteration 33Q: 3 clusters Score -1854218 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1854308.875000 Penalty: 3332.882812
	Iteration 34Q: 3 clusters Score -1854309 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1854394.750000 Penalty: 3332.882812
	Iteration 35Q: 3 clusters Score -1854395 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1854465.500000 Penalty: 3332.882812
	Iteration 36Q: 3 clusters Score -1854466 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1854529.250000 Penalty: 3332.882812
	Iteration 37Q: 3 clusters Score -1854529 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1854580.125000 Penalty: 3332.882812
	Iteration 38Q: 3 clusters Score -1854580 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1854614.125000 Penalty: 3332.882812
	Iteration 39Q: 3 clusters Score -1854614 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1854648.750000 Penalty: 3332.882812
	Iteration 40F: 3 clusters Score -1854649 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1854684.875000 Penalty: 3332.882812
	Iteration 41Q: 3 clusters Score -1854685 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1854721.625000 Penalty: 3332.882812
	Iteration 42Q: 3 clusters Score -1854722 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1854758.625000 Penalty: 3332.882812
	Iteration 43Q: 3 clusters Score -1854759 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1854798.375000 Penalty: 3332.882812
	Iteration 44Q: 3 clusters Score -1854798 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1854818.125000 Penalty: 3332.882812
	Iteration 45Q: 3 clusters Score -1854818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1854829.250000 Penalty: 3332.882812
	Iteration 46Q: 3 clusters Score -1854829 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1854844.875000 Penalty: 3332.882812
	Iteration 47Q: 3 clusters Score -1854845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1854853.125000 Penalty: 3332.882812
	Iteration 48Q: 3 clusters Score -1854853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1854861.000000 Penalty: 3332.882812
	Iteration 49Q: 3 clusters Score -1854861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1854866.000000 Penalty: 3332.882812
	Iteration 50Q: 3 clusters Score -1854866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1854872.375000 Penalty: 3332.882812
	Iteration 51Q: 3 clusters Score -1854872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1854871.500000 Penalty: 3332.882812
	Iteration 52Q: 3 clusters Score -1854872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1854872.875000 Penalty: 3332.882812
	Iteration 53Q: 3 clusters Score -1854873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1854873.500000 Penalty: 3332.882812
	Iteration 54Q: 3 clusters Score -1854874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1854872.750000 Penalty: 3332.882812
	Iteration 55Q: 3 clusters Score -1854873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1854876.750000 Penalty: 3332.882812
	Iteration 56Q: 3 clusters Score -1854877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1854879.250000 Penalty: 3332.882812
	Iteration 57Q: 3 clusters Score -1854879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1854881.500000 Penalty: 3332.882812
	Iteration 58Q: 3 clusters Score -1854882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1854882.250000 Penalty: 3332.882812
	Iteration 59Q: 3 clusters Score -1854882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1854882.250000 Penalty: 3332.882812
	Iteration 60F: 3 clusters Score -1854882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Entering Unmasked Estep 
Score: -311860.500000 Penalty: 1389.005005
	Iteration 0F: 2 clusters Score -311860.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -307722.937500 Penalty: 2778.010010
	Iteration 0F: 3 clusters Score -307722.9 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -308863.718750 Penalty: 2778.010010
	Iteration 1F: 3 clusters Score -308863.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -309067.906250 Penalty: 2778.010010
	Iteration 2F: 3 clusters Score -309067.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -309202.656250 Penalty: 2778.010010
	Iteration 3F: 3 clusters Score -309202.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -309295.062500 Penalty: 2778.010010
	Iteration 4Q: 3 clusters Score -309295.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -309365.312500 Penalty: 2778.010010
	Iteration 5Q: 3 clusters Score -309365.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -309415.875000 Penalty: 2778.010010
	Iteration 6Q: 3 clusters Score -309415.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -309457.468750 Penalty: 2778.010010
	Iteration 7Q: 3 clusters Score -309457.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -309495.656250 Penalty: 2778.010010
	Iteration 8Q: 3 clusters Score -309495.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -309524.625000 Penalty: 2778.010010
	Iteration 9Q: 3 clusters Score -309524.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -309557.281250 Penalty: 2778.010010
	Iteration 10Q: 3 clusters Score -309557.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -309591.156250 Penalty: 2778.010010
	Iteration 11Q: 3 clusters Score -309591.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -309641.312500 Penalty: 2778.010010
	Iteration 12Q: 3 clusters Score -309641.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -309708.218750 Penalty: 2778.010010
	Iteration 13Q: 3 clusters Score -309708.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -309783.406250 Penalty: 2778.010010
	Iteration 14Q: 3 clusters Score -309783.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -309864.812500 Penalty: 2778.010010
	Iteration 15Q: 3 clusters Score -309864.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -309967.250000 Penalty: 2778.010010
	Iteration 16Q: 3 clusters Score -309967.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -310066.875000 Penalty: 2778.010010
	Iteration 17Q: 3 clusters Score -310066.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -310142.187500 Penalty: 2778.010010
	Iteration 18Q: 3 clusters Score -310142.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -310199.781250 Penalty: 2778.010010
	Iteration 19Q: 3 clusters Score -310199.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -310245.000000 Penalty: 2778.010010
	Iteration 20F: 3 clusters Score -310245 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -310277.531250 Penalty: 2778.010010
	Iteration 21Q: 3 clusters Score -310277.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -310302.156250 Penalty: 2778.010010
	Iteration 22Q: 3 clusters Score -310302.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -310330.406250 Penalty: 2778.010010
	Iteration 23Q: 3 clusters Score -310330.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -310352.593750 Penalty: 2778.010010
	Iteration 24Q: 3 clusters Score -310352.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -310367.031250 Penalty: 2778.010010
	Iteration 25Q: 3 clusters Score -310367 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -310375.156250 Penalty: 2778.010010
	Iteration 26Q: 3 clusters Score -310375.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -310383.406250 Penalty: 2778.010010
	Iteration 27Q: 3 clusters Score -310383.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -310388.468750 Penalty: 2778.010010
	Iteration 28Q: 3 clusters Score -310388.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -310393.593750 Penalty: 2778.010010
	Iteration 29Q: 3 clusters Score -310393.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -310397.968750 Penalty: 2778.010010
	Iteration 30Q: 3 clusters Score -310398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -310400.843750 Penalty: 2778.010010
	Iteration 31Q: 3 clusters Score -310400.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -310403.812500 Penalty: 2778.010010
	Iteration 32Q: 3 clusters Score -310403.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -310409.343750 Penalty: 2778.010010
	Iteration 33Q: 3 clusters Score -310409.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -310413.562500 Penalty: 2778.010010
	Iteration 34Q: 3 clusters Score -310413.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -310416.625000 Penalty: 2778.010010
	Iteration 35Q: 3 clusters Score -310416.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -310420.250000 Penalty: 2778.010010
	Iteration 36Q: 3 clusters Score -310420.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -310423.875000 Penalty: 2778.010010
	Iteration 37Q: 3 clusters Score -310423.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -310426.125000 Penalty: 2778.010010
	Iteration 38Q: 3 clusters Score -310426.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -310431.218750 Penalty: 2778.010010
	Iteration 39Q: 3 clusters Score -310431.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -310436.031250 Penalty: 2778.010010
	Iteration 40F: 3 clusters Score -310436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -310440.781250 Penalty: 2778.010010
	Iteration 41Q: 3 clusters Score -310440.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -310444.718750 Penalty: 2778.010010
	Iteration 42Q: 3 clusters Score -310444.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -310449.156250 Penalty: 2778.010010
	Iteration 43Q: 3 clusters Score -310449.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -310453.187500 Penalty: 2778.010010
	Iteration 44Q: 3 clusters Score -310453.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -310456.687500 Penalty: 2778.010010
	Iteration 45Q: 3 clusters Score -310456.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -310458.500000 Penalty: 2778.010010
	Iteration 46Q: 3 clusters Score -310458.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -310460.593750 Penalty: 2778.010010
	Iteration 47Q: 3 clusters Score -310460.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -310462.250000 Penalty: 2778.010010
	Iteration 48Q: 3 clusters Score -310462.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -310462.968750 Penalty: 2778.010010
	Iteration 49Q: 3 clusters Score -310463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -310465.468750 Penalty: 2778.010010
	Iteration 50Q: 3 clusters Score -310465.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -310466.375000 Penalty: 2778.010010
	Iteration 51Q: 3 clusters Score -310466.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -310467.625000 Penalty: 2778.010010
	Iteration 52Q: 3 clusters Score -310467.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -310467.875000 Penalty: 2778.010010
	Iteration 53Q: 3 clusters Score -310467.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -310469.093750 Penalty: 2778.010010
	Iteration 54Q: 3 clusters Score -310469.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -310469.531250 Penalty: 2778.010010
	Iteration 55Q: 3 clusters Score -310469.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -310469.843750 Penalty: 2778.010010
	Iteration 56Q: 3 clusters Score -310469.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -310470.812500 Penalty: 2778.010010
	Iteration 57Q: 3 clusters Score -310470.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -310472.562500 Penalty: 2778.010010
	Iteration 58Q: 3 clusters Score -310472.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -310473.062500 Penalty: 2778.010010
	Iteration 59Q: 3 clusters Score -310473.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -310474.031250 Penalty: 2778.010010
	Iteration 60F: 3 clusters Score -310474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -310475.625000 Penalty: 2778.010010
	Iteration 61Q: 3 clusters Score -310475.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -310476.625000 Penalty: 2778.010010
	Iteration 62Q: 3 clusters Score -310476.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -310477.062500 Penalty: 2778.010010
	Iteration 63Q: 3 clusters Score -310477.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -310477.625000 Penalty: 2778.010010
	Iteration 64Q: 3 clusters Score -310477.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -310479.218750 Penalty: 2778.010010
	Iteration 65Q: 3 clusters Score -310479.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -310480.437500 Penalty: 2778.010010
	Iteration 66Q: 3 clusters Score -310480.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -310480.781250 Penalty: 2778.010010
	Iteration 67Q: 3 clusters Score -310480.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -310481.375000 Penalty: 2778.010010
	Iteration 68Q: 3 clusters Score -310481.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -310483.000000 Penalty: 2778.010010
	Iteration 69Q: 3 clusters Score -310483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -310483.687500 Penalty: 2778.010010
	Iteration 70Q: 3 clusters Score -310483.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -310484.781250 Penalty: 2778.010010
	Iteration 71Q: 3 clusters Score -310484.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -310485.656250 Penalty: 2778.010010
	Iteration 72Q: 3 clusters Score -310485.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -310486.312500 Penalty: 2778.010010
	Iteration 73Q: 3 clusters Score -310486.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -310486.593750 Penalty: 2778.010010
	Iteration 74Q: 3 clusters Score -310486.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -310487.593750 Penalty: 2778.010010
	Iteration 75Q: 3 clusters Score -310487.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -310488.312500 Penalty: 2778.010010
	Iteration 76Q: 3 clusters Score -310488.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -310490.250000 Penalty: 2778.010010
	Iteration 77Q: 3 clusters Score -310490.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -310490.875000 Penalty: 2778.010010
	Iteration 78Q: 3 clusters Score -310490.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -310491.531250 Penalty: 2778.010010
	Iteration 79Q: 3 clusters Score -310491.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -310492.125000 Penalty: 2778.010010
	Iteration 80F: 3 clusters Score -310492.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -310493.093750 Penalty: 2778.010010
	Iteration 81Q: 3 clusters Score -310493.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -310493.156250 Penalty: 2778.010010
	Iteration 82Q: 3 clusters Score -310493.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -310493.312500 Penalty: 2778.010010
	Iteration 83Q: 3 clusters Score -310493.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -310494.968750 Penalty: 2778.010010
	Iteration 84Q: 3 clusters Score -310495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -310495.687500 Penalty: 2778.010010
	Iteration 85Q: 3 clusters Score -310495.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -310496.250000 Penalty: 2778.010010
	Iteration 86Q: 3 clusters Score -310496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -310496.562500 Penalty: 2778.010010
	Iteration 87Q: 3 clusters Score -310496.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -310496.906250 Penalty: 2778.010010
	Iteration 88Q: 3 clusters Score -310496.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -310496.937500 Penalty: 2778.010010
	Iteration 89Q: 3 clusters Score -310496.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -310496.937500 Penalty: 2778.010010
	Iteration 90F: 3 clusters Score -310496.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Entering Unmasked Estep 
Score: -1226264.250000 Penalty: 1605.967407
	Iteration 0F: 2 clusters Score -1226264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1212860.000000 Penalty: 3211.934814
	Iteration 0F: 3 clusters Score -1212860 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1217661.750000 Penalty: 3211.934814
	Iteration 1F: 3 clusters Score -1217662 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1217977.125000 Penalty: 3211.934814
	Iteration 2Q: 3 clusters Score -1217977 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1218289.125000 Penalty: 3211.934814
	Iteration 3Q: 3 clusters Score -1218289 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1218566.125000 Penalty: 3211.934814
	Iteration 4Q: 3 clusters Score -1218566 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1218818.750000 Penalty: 3211.934814
	Iteration 5Q: 3 clusters Score -1218819 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1219092.000000 Penalty: 3211.934814
	Iteration 6Q: 3 clusters Score -1219092 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1219381.000000 Penalty: 3211.934814
	Iteration 7Q: 3 clusters Score -1219381 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1219708.875000 Penalty: 3211.934814
	Iteration 8Q: 3 clusters Score -1219709 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1220149.625000 Penalty: 3211.934814
	Iteration 9Q: 3 clusters Score -1220150 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1220749.125000 Penalty: 3211.934814
	Iteration 10F: 3 clusters Score -1220749 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1221506.250000 Penalty: 3211.934814
	Iteration 11F: 3 clusters Score -1221506 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1222385.000000 Penalty: 3211.934814
	Iteration 12F: 3 clusters Score -1222385 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1223177.875000 Penalty: 3211.934814
	Iteration 13Q: 3 clusters Score -1223178 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1223810.500000 Penalty: 3211.934814
	Iteration 14Q: 3 clusters Score -1223810 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1224212.750000 Penalty: 3211.934814
	Iteration 15Q: 3 clusters Score -1224213 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1224477.125000 Penalty: 3211.934814
	Iteration 16Q: 3 clusters Score -1224477 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1224645.750000 Penalty: 3211.934814
	Iteration 17Q: 3 clusters Score -1224646 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1224741.125000 Penalty: 3211.934814
	Iteration 18Q: 3 clusters Score -1224741 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1224789.875000 Penalty: 3211.934814
	Iteration 19Q: 3 clusters Score -1224790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1224815.625000 Penalty: 3211.934814
	Iteration 20F: 3 clusters Score -1224816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1224836.625000 Penalty: 3211.934814
	Iteration 21Q: 3 clusters Score -1224837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1224855.750000 Penalty: 3211.934814
	Iteration 22Q: 3 clusters Score -1224856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1224877.000000 Penalty: 3211.934814
	Iteration 23Q: 3 clusters Score -1224877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1224885.000000 Penalty: 3211.934814
	Iteration 24Q: 3 clusters Score -1224885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1224886.250000 Penalty: 3211.934814
	Iteration 25Q: 3 clusters Score -1224886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1224887.500000 Penalty: 3211.934814
	Iteration 26Q: 3 clusters Score -1224888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1224888.125000 Penalty: 3211.934814
	Iteration 27Q: 3 clusters Score -1224888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1224892.375000 Penalty: 3211.934814
	Iteration 28Q: 3 clusters Score -1224892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1224894.625000 Penalty: 3211.934814
	Iteration 29Q: 3 clusters Score -1224895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1224895.750000 Penalty: 3211.934814
	Iteration 30Q: 3 clusters Score -1224896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1224901.750000 Penalty: 3211.934814
	Iteration 31Q: 3 clusters Score -1224902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1224904.750000 Penalty: 3211.934814
	Iteration 32Q: 3 clusters Score -1224905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1224908.000000 Penalty: 3211.934814
	Iteration 33Q: 3 clusters Score -1224908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1224913.625000 Penalty: 3211.934814
	Iteration 34Q: 3 clusters Score -1224914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1224916.750000 Penalty: 3211.934814
	Iteration 35Q: 3 clusters Score -1224917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1224917.625000 Penalty: 3211.934814
	Iteration 36Q: 3 clusters Score -1224918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1224919.000000 Penalty: 3211.934814
	Iteration 37Q: 3 clusters Score -1224919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1224918.875000 Penalty: 3211.934814
	Iteration 38Q: 3 clusters Score -1224919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1224920.500000 Penalty: 3211.934814
	Iteration 39Q: 3 clusters Score -1224920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1224924.125000 Penalty: 3211.934814
	Iteration 40F: 3 clusters Score -1224924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -76444.703125 Penalty: 1158.380615
	Iteration 0F: 2 clusters Score -76444.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -74844.882812 Penalty: 2316.761230
	Iteration 0F: 3 clusters Score -74844.88 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -75134.296875 Penalty: 2316.761230
	Iteration 1F: 3 clusters Score -75134.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -75189.726562 Penalty: 2316.761230
	Iteration 2F: 3 clusters Score -75189.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -75216.921875 Penalty: 2316.761230
	Iteration 3Q: 3 clusters Score -75216.92 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -75237.671875 Penalty: 2316.761230
	Iteration 4Q: 3 clusters Score -75237.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -75248.609375 Penalty: 2316.761230
	Iteration 5Q: 3 clusters Score -75248.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -75262.718750 Penalty: 2316.761230
	Iteration 6Q: 3 clusters Score -75262.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -75276.593750 Penalty: 2316.761230
	Iteration 7Q: 3 clusters Score -75276.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -75283.132812 Penalty: 2316.761230
	Iteration 8Q: 3 clusters Score -75283.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -75285.742188 Penalty: 2316.761230
	Iteration 9Q: 3 clusters Score -75285.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -75291.031250 Penalty: 2316.761230
	Iteration 10Q: 3 clusters Score -75291.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -75294.625000 Penalty: 2316.761230
	Iteration 11Q: 3 clusters Score -75294.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -75299.718750 Penalty: 2316.761230
	Iteration 12Q: 3 clusters Score -75299.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -75302.156250 Penalty: 2316.761230
	Iteration 13Q: 3 clusters Score -75302.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -75303.609375 Penalty: 2316.761230
	Iteration 14Q: 3 clusters Score -75303.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -75305.382812 Penalty: 2316.761230
	Iteration 15Q: 3 clusters Score -75305.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -75306.953125 Penalty: 2316.761230
	Iteration 16Q: 3 clusters Score -75306.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -75308.890625 Penalty: 2316.761230
	Iteration 17Q: 3 clusters Score -75308.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -75311.015625 Penalty: 2316.761230
	Iteration 18Q: 3 clusters Score -75311.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -75312.539062 Penalty: 2316.761230
	Iteration 19Q: 3 clusters Score -75312.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -75314.171875 Penalty: 2316.761230
	Iteration 20F: 3 clusters Score -75314.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -75315.750000 Penalty: 2316.761230
	Iteration 21Q: 3 clusters Score -75315.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -75315.750000 Penalty: 2316.761230
	Iteration 22F: 3 clusters Score -75315.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Entering Unmasked Estep 
Score: -699702.000000 Penalty: 1519.221924
	Iteration 0F: 2 clusters Score -699702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -691580.250000 Penalty: 3038.443848
	Iteration 0F: 3 clusters Score -691580.2 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -694282.625000 Penalty: 3038.443848
	Iteration 1F: 3 clusters Score -694282.6 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -694630.375000 Penalty: 3038.443848
	Iteration 2F: 3 clusters Score -694630.4 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -694976.875000 Penalty: 3038.443848
	Iteration 3F: 3 clusters Score -694976.9 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -695417.750000 Penalty: 3038.443848
	Iteration 4F: 3 clusters Score -695417.8 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -695993.250000 Penalty: 3038.443848
	Iteration 5F: 3 clusters Score -695993.2 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -696618.062500 Penalty: 3038.443848
	Iteration 6F: 3 clusters Score -696618.1 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -697111.812500 Penalty: 3038.443848
	Iteration 7F: 3 clusters Score -697111.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -697456.687500 Penalty: 3038.443848
	Iteration 8Q: 3 clusters Score -697456.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -697725.562500 Penalty: 3038.443848
	Iteration 9Q: 3 clusters Score -697725.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -697907.250000 Penalty: 3038.443848
	Iteration 10Q: 3 clusters Score -697907.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -698033.125000 Penalty: 3038.443848
	Iteration 11Q: 3 clusters Score -698033.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -698120.125000 Penalty: 3038.443848
	Iteration 12Q: 3 clusters Score -698120.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -698180.812500 Penalty: 3038.443848
	Iteration 13Q: 3 clusters Score -698180.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -698210.500000 Penalty: 3038.443848
	Iteration 14Q: 3 clusters Score -698210.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -698234.562500 Penalty: 3038.443848
	Iteration 15Q: 3 clusters Score -698234.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -698259.062500 Penalty: 3038.443848
	Iteration 16Q: 3 clusters Score -698259.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -698275.562500 Penalty: 3038.443848
	Iteration 17Q: 3 clusters Score -698275.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -698294.250000 Penalty: 3038.443848
	Iteration 18Q: 3 clusters Score -698294.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -698304.812500 Penalty: 3038.443848
	Iteration 19Q: 3 clusters Score -698304.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -698317.812500 Penalty: 3038.443848
	Iteration 20F: 3 clusters Score -698317.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -698334.062500 Penalty: 3038.443848
	Iteration 21Q: 3 clusters Score -698334.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -698348.125000 Penalty: 3038.443848
	Iteration 22Q: 3 clusters Score -698348.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -698364.875000 Penalty: 3038.443848
	Iteration 23Q: 3 clusters Score -698364.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -698377.250000 Penalty: 3038.443848
	Iteration 24Q: 3 clusters Score -698377.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -698393.687500 Penalty: 3038.443848
	Iteration 25Q: 3 clusters Score -698393.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -698408.500000 Penalty: 3038.443848
	Iteration 26Q: 3 clusters Score -698408.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -698418.375000 Penalty: 3038.443848
	Iteration 27Q: 3 clusters Score -698418.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -698427.500000 Penalty: 3038.443848
	Iteration 28Q: 3 clusters Score -698427.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -698440.687500 Penalty: 3038.443848
	Iteration 29Q: 3 clusters Score -698440.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -698448.062500 Penalty: 3038.443848
	Iteration 30Q: 3 clusters Score -698448.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -698458.500000 Penalty: 3038.443848
	Iteration 31Q: 3 clusters Score -698458.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -698467.125000 Penalty: 3038.443848
	Iteration 32Q: 3 clusters Score -698467.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -698479.875000 Penalty: 3038.443848
	Iteration 33Q: 3 clusters Score -698479.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -698488.000000 Penalty: 3038.443848
	Iteration 34Q: 3 clusters Score -698488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -698490.500000 Penalty: 3038.443848
	Iteration 35Q: 3 clusters Score -698490.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -698498.125000 Penalty: 3038.443848
	Iteration 36Q: 3 clusters Score -698498.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -698504.437500 Penalty: 3038.443848
	Iteration 37Q: 3 clusters Score -698504.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -698511.125000 Penalty: 3038.443848
	Iteration 38Q: 3 clusters Score -698511.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -698515.062500 Penalty: 3038.443848
	Iteration 39Q: 3 clusters Score -698515.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -698516.750000 Penalty: 3038.443848
	Iteration 40F: 3 clusters Score -698516.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -698522.562500 Penalty: 3038.443848
	Iteration 41Q: 3 clusters Score -698522.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -698526.875000 Penalty: 3038.443848
	Iteration 42Q: 3 clusters Score -698526.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -698531.562500 Penalty: 3038.443848
	Iteration 43Q: 3 clusters Score -698531.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -698539.500000 Penalty: 3038.443848
	Iteration 44Q: 3 clusters Score -698539.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -698550.750000 Penalty: 3038.443848
	Iteration 45Q: 3 clusters Score -698550.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -698555.812500 Penalty: 3038.443848
	Iteration 46Q: 3 clusters Score -698555.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -698559.312500 Penalty: 3038.443848
	Iteration 47Q: 3 clusters Score -698559.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -698566.375000 Penalty: 3038.443848
	Iteration 48Q: 3 clusters Score -698566.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -698571.250000 Penalty: 3038.443848
	Iteration 49Q: 3 clusters Score -698571.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -698576.500000 Penalty: 3038.443848
	Iteration 50Q: 3 clusters Score -698576.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -698584.562500 Penalty: 3038.443848
	Iteration 51Q: 3 clusters Score -698584.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -698588.812500 Penalty: 3038.443848
	Iteration 52Q: 3 clusters Score -698588.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -698593.000000 Penalty: 3038.443848
	Iteration 53Q: 3 clusters Score -698593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -698602.312500 Penalty: 3038.443848
	Iteration 54Q: 3 clusters Score -698602.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -698613.250000 Penalty: 3038.443848
	Iteration 55Q: 3 clusters Score -698613.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -698628.000000 Penalty: 3038.443848
	Iteration 56Q: 3 clusters Score -698628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -698640.250000 Penalty: 3038.443848
	Iteration 57Q: 3 clusters Score -698640.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -698653.875000 Penalty: 3038.443848
	Iteration 58Q: 3 clusters Score -698653.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -698670.375000 Penalty: 3038.443848
	Iteration 59Q: 3 clusters Score -698670.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -698676.250000 Penalty: 3038.443848
	Iteration 60F: 3 clusters Score -698676.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -698682.125000 Penalty: 3038.443848
	Iteration 61Q: 3 clusters Score -698682.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -698688.125000 Penalty: 3038.443848
	Iteration 62Q: 3 clusters Score -698688.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -698695.312500 Penalty: 3038.443848
	Iteration 63Q: 3 clusters Score -698695.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -698701.062500 Penalty: 3038.443848
	Iteration 64Q: 3 clusters Score -698701.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -698706.000000 Penalty: 3038.443848
	Iteration 65Q: 3 clusters Score -698706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -698716.750000 Penalty: 3038.443848
	Iteration 66Q: 3 clusters Score -698716.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -698726.187500 Penalty: 3038.443848
	Iteration 67Q: 3 clusters Score -698726.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -698730.437500 Penalty: 3038.443848
	Iteration 68Q: 3 clusters Score -698730.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -698740.625000 Penalty: 3038.443848
	Iteration 69Q: 3 clusters Score -698740.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -698748.875000 Penalty: 3038.443848
	Iteration 70Q: 3 clusters Score -698748.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -698755.062500 Penalty: 3038.443848
	Iteration 71Q: 3 clusters Score -698755.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -698761.187500 Penalty: 3038.443848
	Iteration 72Q: 3 clusters Score -698761.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -698767.125000 Penalty: 3038.443848
	Iteration 73Q: 3 clusters Score -698767.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -698771.250000 Penalty: 3038.443848
	Iteration 74Q: 3 clusters Score -698771.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -698776.875000 Penalty: 3038.443848
	Iteration 75Q: 3 clusters Score -698776.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -698779.125000 Penalty: 3038.443848
	Iteration 76Q: 3 clusters Score -698779.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -698782.375000 Penalty: 3038.443848
	Iteration 77Q: 3 clusters Score -698782.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -698785.562500 Penalty: 3038.443848
	Iteration 78Q: 3 clusters Score -698785.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -698787.375000 Penalty: 3038.443848
	Iteration 79Q: 3 clusters Score -698787.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -698787.875000 Penalty: 3038.443848
	Iteration 80F: 3 clusters Score -698787.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -698788.000000 Penalty: 3038.443848
	Iteration 81Q: 3 clusters Score -698788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -698791.000000 Penalty: 3038.443848
	Iteration 82Q: 3 clusters Score -698791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -698792.937500 Penalty: 3038.443848
	Iteration 83Q: 3 clusters Score -698792.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -698797.000000 Penalty: 3038.443848
	Iteration 84Q: 3 clusters Score -698797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -698801.187500 Penalty: 3038.443848
	Iteration 85Q: 3 clusters Score -698801.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -698805.562500 Penalty: 3038.443848
	Iteration 86Q: 3 clusters Score -698805.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -698811.500000 Penalty: 3038.443848
	Iteration 87Q: 3 clusters Score -698811.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -698823.375000 Penalty: 3038.443848
	Iteration 88Q: 3 clusters Score -698823.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -698830.875000 Penalty: 3038.443848
	Iteration 89Q: 3 clusters Score -698830.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -698840.312500 Penalty: 3038.443848
	Iteration 90Q: 3 clusters Score -698840.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -698843.500000 Penalty: 3038.443848
	Iteration 91Q: 3 clusters Score -698843.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -698847.375000 Penalty: 3038.443848
	Iteration 92Q: 3 clusters Score -698847.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -698852.187500 Penalty: 3038.443848
	Iteration 93Q: 3 clusters Score -698852.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -698856.187500 Penalty: 3038.443848
	Iteration 94Q: 3 clusters Score -698856.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -698861.875000 Penalty: 3038.443848
	Iteration 95Q: 3 clusters Score -698861.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -698863.625000 Penalty: 3038.443848
	Iteration 96Q: 3 clusters Score -698863.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -698865.687500 Penalty: 3038.443848
	Iteration 97Q: 3 clusters Score -698865.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -698866.437500 Penalty: 3038.443848
	Iteration 98Q: 3 clusters Score -698866.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -698866.625000 Penalty: 3038.443848
	Iteration 99Q: 3 clusters Score -698866.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -698870.062500 Penalty: 3038.443848
	Iteration 100F: 3 clusters Score -698870.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -698870.250000 Penalty: 3038.443848
	Iteration 101Q: 3 clusters Score -698870.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -698871.312500 Penalty: 3038.443848
	Iteration 102Q: 3 clusters Score -698871.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -698871.750000 Penalty: 3038.443848
	Iteration 103Q: 3 clusters Score -698871.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -698871.500000 Penalty: 3038.443848
	Iteration 104Q: 3 clusters Score -698871.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -698871.500000 Penalty: 3038.443848
	Iteration 105F: 3 clusters Score -698871.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66290 members 
Entering Unmasked Estep 
Score: -4254801.500000 Penalty: 1804.041504
	Iteration 0F: 2 clusters Score -4254802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -4210573.500000 Penalty: 3608.083008
	Iteration 0F: 3 clusters Score -4210574 nChanged 31369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -4228261.500000 Penalty: 3608.083008
	Iteration 1F: 3 clusters Score -4228262 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -4228783.000000 Penalty: 3608.083008
	Iteration 2Q: 3 clusters Score -4228783 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -4229243.000000 Penalty: 3608.083008
	Iteration 3Q: 3 clusters Score -4229243 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -4229735.000000 Penalty: 3608.083008
	Iteration 4Q: 3 clusters Score -4229735 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -4230275.000000 Penalty: 3608.083008
	Iteration 5Q: 3 clusters Score -4230275 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -4230882.500000 Penalty: 3608.083008
	Iteration 6Q: 3 clusters Score -4230882 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -4231659.000000 Penalty: 3608.083008
	Iteration 7Q: 3 clusters Score -4231659 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -4232772.000000 Penalty: 3608.083008
	Iteration 8Q: 3 clusters Score -4232772 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -4234297.000000 Penalty: 3608.083008
	Iteration 9Q: 3 clusters Score -4234297 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -4236390.500000 Penalty: 3608.083008
	Iteration 10F: 3 clusters Score -4236390 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -4238966.000000 Penalty: 3608.083008
	Iteration 11F: 3 clusters Score -4238966 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -4241099.000000 Penalty: 3608.083008
	Iteration 12F: 3 clusters Score -4241099 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -4242309.000000 Penalty: 3608.083008
	Iteration 13Q: 3 clusters Score -4242309 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -4242890.000000 Penalty: 3608.083008
	Iteration 14Q: 3 clusters Score -4242890 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -4243208.000000 Penalty: 3608.083008
	Iteration 15Q: 3 clusters Score -4243208 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -4243406.500000 Penalty: 3608.083008
	Iteration 16Q: 3 clusters Score -4243406 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -4243660.000000 Penalty: 3608.083008
	Iteration 17Q: 3 clusters Score -4243660 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -4243912.000000 Penalty: 3608.083008
	Iteration 18Q: 3 clusters Score -4243912 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -4244204.500000 Penalty: 3608.083008
	Iteration 19Q: 3 clusters Score -4244204 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -4244566.000000 Penalty: 3608.083008
	Iteration 20F: 3 clusters Score -4244566 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 48859 members 
Entering Unmasked Estep 
Score: -4245003.000000 Penalty: 3608.083008
	Iteration 21Q: 3 clusters Score -4245003 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -4245479.000000 Penalty: 3608.083008
	Iteration 22Q: 3 clusters Score -4245479 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 51250 members 
Entering Unmasked Estep 
Score: -4245965.500000 Penalty: 3608.083008
	Iteration 23Q: 3 clusters Score -4245966 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 52467 members 
Entering Unmasked Estep 
Score: -4246473.000000 Penalty: 3608.083008
	Iteration 24Q: 3 clusters Score -4246473 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -4247060.000000 Penalty: 3608.083008
	Iteration 25Q: 3 clusters Score -4247060 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 54957 members 
Entering Unmasked Estep 
Score: -4247647.000000 Penalty: 3608.083008
	Iteration 26Q: 3 clusters Score -4247647 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -4248256.500000 Penalty: 3608.083008
	Iteration 27Q: 3 clusters Score -4248256 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 57270 members 
Entering Unmasked Estep 
Score: -4248836.000000 Penalty: 3608.083008
	Iteration 28Q: 3 clusters Score -4248836 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -4249440.000000 Penalty: 3608.083008
	Iteration 29Q: 3 clusters Score -4249440 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 59422 members 
Entering Unmasked Estep 
Score: -4250038.500000 Penalty: 3608.083008
	Iteration 30Q: 3 clusters Score -4250038 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 60367 members 
Entering Unmasked Estep 
Score: -4250566.000000 Penalty: 3608.083008
	Iteration 31Q: 3 clusters Score -4250566 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -4251054.000000 Penalty: 3608.083008
	Iteration 32Q: 3 clusters Score -4251054 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 61955 members 
Entering Unmasked Estep 
Score: -4251462.500000 Penalty: 3608.083008
	Iteration 33Q: 3 clusters Score -4251462 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 62636 members 
Entering Unmasked Estep 
Score: -4251827.000000 Penalty: 3608.083008
	Iteration 34Q: 3 clusters Score -4251827 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 63205 members 
Entering Unmasked Estep 
Score: -4252100.500000 Penalty: 3608.083008
	Iteration 35Q: 3 clusters Score -4252100 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 63698 members 
Entering Unmasked Estep 
Score: -4252366.500000 Penalty: 3608.083008
	Iteration 36Q: 3 clusters Score -4252366 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 64087 members 
Entering Unmasked Estep 
Score: -4252556.000000 Penalty: 3608.083008
	Iteration 37Q: 3 clusters Score -4252556 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 64398 members 
Entering Unmasked Estep 
Score: -4252709.000000 Penalty: 3608.083008
	Iteration 38Q: 3 clusters Score -4252709 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 64665 members 
Entering Unmasked Estep 
Score: -4252835.000000 Penalty: 3608.083008
	Iteration 39Q: 3 clusters Score -4252835 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -4252960.500000 Penalty: 3608.083008
	Iteration 40F: 3 clusters Score -4252960 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 65060 members 
Entering Unmasked Estep 
Score: -4253036.000000 Penalty: 3608.083008
	Iteration 41Q: 3 clusters Score -4253036 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 65195 members 
Entering Unmasked Estep 
Score: -4253118.500000 Penalty: 3608.083008
	Iteration 42Q: 3 clusters Score -4253118 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -4253158.500000 Penalty: 3608.083008
	Iteration 43Q: 3 clusters Score -4253158 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 65344 members 
Entering Unmasked Estep 
Score: -4253185.500000 Penalty: 3608.083008
	Iteration 44Q: 3 clusters Score -4253186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 65391 members 
Entering Unmasked Estep 
Score: -4253209.500000 Penalty: 3608.083008
	Iteration 45Q: 3 clusters Score -4253210 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -4253234.500000 Penalty: 3608.083008
	Iteration 46Q: 3 clusters Score -4253234 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 65492 members 
Entering Unmasked Estep 
Score: -4253252.500000 Penalty: 3608.083008
	Iteration 47Q: 3 clusters Score -4253252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 65527 members 
Entering Unmasked Estep 
Score: -4253263.000000 Penalty: 3608.083008
	Iteration 48Q: 3 clusters Score -4253263 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 65558 members 
Entering Unmasked Estep 
Score: -4253285.000000 Penalty: 3608.083008
	Iteration 49Q: 3 clusters Score -4253285 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 65583 members 
Entering Unmasked Estep 
Score: -4253300.000000 Penalty: 3608.083008
	Iteration 50Q: 3 clusters Score -4253300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 65602 members 
Entering Unmasked Estep 
Score: -4253299.500000 Penalty: 3608.083008
	Iteration 51Q: 3 clusters Score -4253300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 65611 members 
Entering Unmasked Estep 
Score: -4253306.500000 Penalty: 3608.083008
	Iteration 52Q: 3 clusters Score -4253306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 65621 members 
Entering Unmasked Estep 
Score: -4253315.000000 Penalty: 3608.083008
	Iteration 53Q: 3 clusters Score -4253315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 65632 members 
Entering Unmasked Estep 
Score: -4253318.000000 Penalty: 3608.083008
	Iteration 54Q: 3 clusters Score -4253318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 65636 members 
Entering Unmasked Estep 
Score: -4253316.500000 Penalty: 3608.083008
	Iteration 55Q: 3 clusters Score -4253316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 65640 members 
Entering Unmasked Estep 
Score: -4253316.500000 Penalty: 3608.083008
	Iteration 56Q: 3 clusters Score -4253316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 65643 members 
Entering Unmasked Estep 
Score: -4253322.500000 Penalty: 3608.083008
	Iteration 57Q: 3 clusters Score -4253322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -4253322.500000 Penalty: 3608.083008
	Iteration 58Q: 3 clusters Score -4253322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 65645 members 
Entering Unmasked Estep 
Score: -4253321.500000 Penalty: 3608.083008
	Iteration 59Q: 3 clusters Score -4253322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 65647 members 
Entering Unmasked Estep 
Score: -4253322.000000 Penalty: 3608.083008
	Iteration 60F: 3 clusters Score -4253322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Entering Unmasked Estep 
Score: -182541.343750 Penalty: 1301.034790
	Iteration 0F: 2 clusters Score -182541.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -179815.218750 Penalty: 2602.069580
	Iteration 0F: 3 clusters Score -179815.2 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -180461.890625 Penalty: 2602.069580
	Iteration 1F: 3 clusters Score -180461.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -180594.671875 Penalty: 2602.069580
	Iteration 2F: 3 clusters Score -180594.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -180668.906250 Penalty: 2602.069580
	Iteration 3Q: 3 clusters Score -180668.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -180715.968750 Penalty: 2602.069580
	Iteration 4Q: 3 clusters Score -180716 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -180744.250000 Penalty: 2602.069580
	Iteration 5Q: 3 clusters Score -180744.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -180767.765625 Penalty: 2602.069580
	Iteration 6Q: 3 clusters Score -180767.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -180785.609375 Penalty: 2602.069580
	Iteration 7Q: 3 clusters Score -180785.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -180799.593750 Penalty: 2602.069580
	Iteration 8Q: 3 clusters Score -180799.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -180808.515625 Penalty: 2602.069580
	Iteration 9Q: 3 clusters Score -180808.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -180820.875000 Penalty: 2602.069580
	Iteration 10Q: 3 clusters Score -180820.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -180831.468750 Penalty: 2602.069580
	Iteration 11Q: 3 clusters Score -180831.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -180843.281250 Penalty: 2602.069580
	Iteration 12Q: 3 clusters Score -180843.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -180850.796875 Penalty: 2602.069580
	Iteration 13Q: 3 clusters Score -180850.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -180858.828125 Penalty: 2602.069580
	Iteration 14Q: 3 clusters Score -180858.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -180864.234375 Penalty: 2602.069580
	Iteration 15Q: 3 clusters Score -180864.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -180870.687500 Penalty: 2602.069580
	Iteration 16Q: 3 clusters Score -180870.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -180878.812500 Penalty: 2602.069580
	Iteration 17Q: 3 clusters Score -180878.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -180889.031250 Penalty: 2602.069580
	Iteration 18Q: 3 clusters Score -180889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -180901.734375 Penalty: 2602.069580
	Iteration 19Q: 3 clusters Score -180901.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -180914.859375 Penalty: 2602.069580
	Iteration 20F: 3 clusters Score -180914.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -180930.625000 Penalty: 2602.069580
	Iteration 21Q: 3 clusters Score -180930.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -180946.890625 Penalty: 2602.069580
	Iteration 22Q: 3 clusters Score -180946.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -180963.562500 Penalty: 2602.069580
	Iteration 23Q: 3 clusters Score -180963.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -180975.375000 Penalty: 2602.069580
	Iteration 24Q: 3 clusters Score -180975.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -180992.578125 Penalty: 2602.069580
	Iteration 25Q: 3 clusters Score -180992.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -181018.078125 Penalty: 2602.069580
	Iteration 26Q: 3 clusters Score -181018.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -181039.156250 Penalty: 2602.069580
	Iteration 27Q: 3 clusters Score -181039.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -181055.921875 Penalty: 2602.069580
	Iteration 28Q: 3 clusters Score -181055.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -181074.218750 Penalty: 2602.069580
	Iteration 29Q: 3 clusters Score -181074.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -181094.437500 Penalty: 2602.069580
	Iteration 30Q: 3 clusters Score -181094.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -181116.937500 Penalty: 2602.069580
	Iteration 31Q: 3 clusters Score -181116.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -181140.375000 Penalty: 2602.069580
	Iteration 32Q: 3 clusters Score -181140.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -181164.906250 Penalty: 2602.069580
	Iteration 33Q: 3 clusters Score -181164.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -181189.500000 Penalty: 2602.069580
	Iteration 34Q: 3 clusters Score -181189.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -181219.828125 Penalty: 2602.069580
	Iteration 35Q: 3 clusters Score -181219.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -181250.343750 Penalty: 2602.069580
	Iteration 36Q: 3 clusters Score -181250.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -181269.546875 Penalty: 2602.069580
	Iteration 37Q: 3 clusters Score -181269.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -181288.265625 Penalty: 2602.069580
	Iteration 38Q: 3 clusters Score -181288.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -181299.703125 Penalty: 2602.069580
	Iteration 39Q: 3 clusters Score -181299.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -181314.453125 Penalty: 2602.069580
	Iteration 40F: 3 clusters Score -181314.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -181328.546875 Penalty: 2602.069580
	Iteration 41Q: 3 clusters Score -181328.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -181343.531250 Penalty: 2602.069580
	Iteration 42Q: 3 clusters Score -181343.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -181352.703125 Penalty: 2602.069580
	Iteration 43Q: 3 clusters Score -181352.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -181355.515625 Penalty: 2602.069580
	Iteration 44Q: 3 clusters Score -181355.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -181357.390625 Penalty: 2602.069580
	Iteration 45Q: 3 clusters Score -181357.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -181361.906250 Penalty: 2602.069580
	Iteration 46Q: 3 clusters Score -181361.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -181367.500000 Penalty: 2602.069580
	Iteration 47Q: 3 clusters Score -181367.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -181382.859375 Penalty: 2602.069580
	Iteration 48Q: 3 clusters Score -181382.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -181390.953125 Penalty: 2602.069580
	Iteration 49Q: 3 clusters Score -181391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -181394.765625 Penalty: 2602.069580
	Iteration 50Q: 3 clusters Score -181394.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -181396.281250 Penalty: 2602.069580
	Iteration 51Q: 3 clusters Score -181396.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -181398.265625 Penalty: 2602.069580
	Iteration 52Q: 3 clusters Score -181398.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -181399.171875 Penalty: 2602.069580
	Iteration 53Q: 3 clusters Score -181399.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -181399.171875 Penalty: 2602.069580
	Iteration 54F: 3 clusters Score -181399.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Entering Unmasked Estep 
Score: -410465.937500 Penalty: 1437.952759
	Iteration 0F: 2 clusters Score -410465.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -405203.906250 Penalty: 2875.905518
	Iteration 0F: 3 clusters Score -405203.9 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -406811.406250 Penalty: 2875.905518
	Iteration 1F: 3 clusters Score -406811.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -407003.156250 Penalty: 2875.905518
	Iteration 2F: 3 clusters Score -407003.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -407152.562500 Penalty: 2875.905518
	Iteration 3Q: 3 clusters Score -407152.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -407279.375000 Penalty: 2875.905518
	Iteration 4Q: 3 clusters Score -407279.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -407384.562500 Penalty: 2875.905518
	Iteration 5Q: 3 clusters Score -407384.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -407489.250000 Penalty: 2875.905518
	Iteration 6Q: 3 clusters Score -407489.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -407616.187500 Penalty: 2875.905518
	Iteration 7Q: 3 clusters Score -407616.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -407758.000000 Penalty: 2875.905518
	Iteration 8Q: 3 clusters Score -407758 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -407920.062500 Penalty: 2875.905518
	Iteration 9Q: 3 clusters Score -407920.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -408114.718750 Penalty: 2875.905518
	Iteration 10Q: 3 clusters Score -408114.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -408319.437500 Penalty: 2875.905518
	Iteration 11Q: 3 clusters Score -408319.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -408512.937500 Penalty: 2875.905518
	Iteration 12Q: 3 clusters Score -408512.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -408747.593750 Penalty: 2875.905518
	Iteration 13Q: 3 clusters Score -408747.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -409075.812500 Penalty: 2875.905518
	Iteration 14Q: 3 clusters Score -409075.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -409398.000000 Penalty: 2875.905518
	Iteration 15Q: 3 clusters Score -409398 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -409632.750000 Penalty: 2875.905518
	Iteration 16Q: 3 clusters Score -409632.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -409783.312500 Penalty: 2875.905518
	Iteration 17Q: 3 clusters Score -409783.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -409886.656250 Penalty: 2875.905518
	Iteration 18Q: 3 clusters Score -409886.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -409963.875000 Penalty: 2875.905518
	Iteration 19Q: 3 clusters Score -409963.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -410008.781250 Penalty: 2875.905518
	Iteration 20F: 3 clusters Score -410008.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -410047.156250 Penalty: 2875.905518
	Iteration 21Q: 3 clusters Score -410047.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -410068.000000 Penalty: 2875.905518
	Iteration 22Q: 3 clusters Score -410068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -410077.937500 Penalty: 2875.905518
	Iteration 23Q: 3 clusters Score -410077.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -410081.843750 Penalty: 2875.905518
	Iteration 24Q: 3 clusters Score -410081.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -410086.093750 Penalty: 2875.905518
	Iteration 25Q: 3 clusters Score -410086.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -410088.625000 Penalty: 2875.905518
	Iteration 26Q: 3 clusters Score -410088.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -410089.093750 Penalty: 2875.905518
	Iteration 27Q: 3 clusters Score -410089.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -410090.968750 Penalty: 2875.905518
	Iteration 28Q: 3 clusters Score -410091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -410090.156250 Penalty: 2875.905518
	Iteration 29Q: 3 clusters Score -410090.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -410090.531250 Penalty: 2875.905518
	Iteration 30Q: 3 clusters Score -410090.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -410090.843750 Penalty: 2875.905518
	Iteration 31Q: 3 clusters Score -410090.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -410090.843750 Penalty: 2875.905518
	Iteration 32F: 3 clusters Score -410090.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Entering Unmasked Estep 
Score: -539600.937500 Penalty: 1469.158325
	Iteration 0F: 2 clusters Score -539600.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -533441.250000 Penalty: 2938.316650
	Iteration 0F: 3 clusters Score -533441.2 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -535355.000000 Penalty: 2938.316650
	Iteration 1F: 3 clusters Score -535355 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -535604.437500 Penalty: 2938.316650
	Iteration 2F: 3 clusters Score -535604.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -535795.625000 Penalty: 2938.316650
	Iteration 3F: 3 clusters Score -535795.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -535959.750000 Penalty: 2938.316650
	Iteration 4Q: 3 clusters Score -535959.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -536091.187500 Penalty: 2938.316650
	Iteration 5Q: 3 clusters Score -536091.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -536199.750000 Penalty: 2938.316650
	Iteration 6Q: 3 clusters Score -536199.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -536293.312500 Penalty: 2938.316650
	Iteration 7Q: 3 clusters Score -536293.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -536387.812500 Penalty: 2938.316650
	Iteration 8Q: 3 clusters Score -536387.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -536481.562500 Penalty: 2938.316650
	Iteration 9Q: 3 clusters Score -536481.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -536565.375000 Penalty: 2938.316650
	Iteration 10Q: 3 clusters Score -536565.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -536664.125000 Penalty: 2938.316650
	Iteration 11Q: 3 clusters Score -536664.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -536782.500000 Penalty: 2938.316650
	Iteration 12Q: 3 clusters Score -536782.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -536887.187500 Penalty: 2938.316650
	Iteration 13Q: 3 clusters Score -536887.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -536983.812500 Penalty: 2938.316650
	Iteration 14Q: 3 clusters Score -536983.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -537076.812500 Penalty: 2938.316650
	Iteration 15Q: 3 clusters Score -537076.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -537159.937500 Penalty: 2938.316650
	Iteration 16Q: 3 clusters Score -537159.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -537242.500000 Penalty: 2938.316650
	Iteration 17Q: 3 clusters Score -537242.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -537320.437500 Penalty: 2938.316650
	Iteration 18Q: 3 clusters Score -537320.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -537374.000000 Penalty: 2938.316650
	Iteration 19Q: 3 clusters Score -537374 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -537416.062500 Penalty: 2938.316650
	Iteration 20F: 3 clusters Score -537416.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -537440.187500 Penalty: 2938.316650
	Iteration 21Q: 3 clusters Score -537440.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -537452.062500 Penalty: 2938.316650
	Iteration 22Q: 3 clusters Score -537452.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -537460.875000 Penalty: 2938.316650
	Iteration 23Q: 3 clusters Score -537460.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -537468.312500 Penalty: 2938.316650
	Iteration 24Q: 3 clusters Score -537468.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -537473.437500 Penalty: 2938.316650
	Iteration 25Q: 3 clusters Score -537473.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -537475.437500 Penalty: 2938.316650
	Iteration 26Q: 3 clusters Score -537475.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -537478.625000 Penalty: 2938.316650
	Iteration 27Q: 3 clusters Score -537478.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -537480.812500 Penalty: 2938.316650
	Iteration 28Q: 3 clusters Score -537480.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -537482.562500 Penalty: 2938.316650
	Iteration 29Q: 3 clusters Score -537482.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -537486.437500 Penalty: 2938.316650
	Iteration 30Q: 3 clusters Score -537486.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -537490.562500 Penalty: 2938.316650
	Iteration 31Q: 3 clusters Score -537490.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -537492.250000 Penalty: 2938.316650
	Iteration 32Q: 3 clusters Score -537492.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -537492.187500 Penalty: 2938.316650
	Iteration 33Q: 3 clusters Score -537492.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -537494.125000 Penalty: 2938.316650
	Iteration 34Q: 3 clusters Score -537494.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -537496.000000 Penalty: 2938.316650
	Iteration 35Q: 3 clusters Score -537496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -537497.562500 Penalty: 2938.316650
	Iteration 36Q: 3 clusters Score -537497.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -537497.062500 Penalty: 2938.316650
	Iteration 37Q: 3 clusters Score -537497.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -537496.625000 Penalty: 2938.316650
	Iteration 38Q: 3 clusters Score -537496.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -537497.937500 Penalty: 2938.316650
	Iteration 39Q: 3 clusters Score -537497.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -537497.312500 Penalty: 2938.316650
	Iteration 40F: 3 clusters Score -537497.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Entering Unmasked Estep 
Score: -267134.968750 Penalty: 1348.391235
	Iteration 0F: 2 clusters Score -267135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -263788.531250 Penalty: 2696.782471
	Iteration 0F: 3 clusters Score -263788.5 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -264595.562500 Penalty: 2696.782471
	Iteration 1F: 3 clusters Score -264595.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -264736.687500 Penalty: 2696.782471
	Iteration 2F: 3 clusters Score -264736.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -264835.218750 Penalty: 2696.782471
	Iteration 3Q: 3 clusters Score -264835.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -264917.343750 Penalty: 2696.782471
	Iteration 4Q: 3 clusters Score -264917.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -264979.562500 Penalty: 2696.782471
	Iteration 5Q: 3 clusters Score -264979.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -265027.593750 Penalty: 2696.782471
	Iteration 6Q: 3 clusters Score -265027.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -265076.125000 Penalty: 2696.782471
	Iteration 7Q: 3 clusters Score -265076.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -265117.968750 Penalty: 2696.782471
	Iteration 8Q: 3 clusters Score -265118 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -265156.906250 Penalty: 2696.782471
	Iteration 9Q: 3 clusters Score -265156.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -265208.406250 Penalty: 2696.782471
	Iteration 10Q: 3 clusters Score -265208.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -265275.718750 Penalty: 2696.782471
	Iteration 11Q: 3 clusters Score -265275.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -265345.656250 Penalty: 2696.782471
	Iteration 12Q: 3 clusters Score -265345.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -265406.031250 Penalty: 2696.782471
	Iteration 13Q: 3 clusters Score -265406 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -265454.531250 Penalty: 2696.782471
	Iteration 14Q: 3 clusters Score -265454.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -265489.156250 Penalty: 2696.782471
	Iteration 15Q: 3 clusters Score -265489.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -265519.593750 Penalty: 2696.782471
	Iteration 16Q: 3 clusters Score -265519.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -265551.375000 Penalty: 2696.782471
	Iteration 17Q: 3 clusters Score -265551.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -265576.531250 Penalty: 2696.782471
	Iteration 18Q: 3 clusters Score -265576.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -265597.531250 Penalty: 2696.782471
	Iteration 19Q: 3 clusters Score -265597.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -265613.281250 Penalty: 2696.782471
	Iteration 20F: 3 clusters Score -265613.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -265630.156250 Penalty: 2696.782471
	Iteration 21Q: 3 clusters Score -265630.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -265643.968750 Penalty: 2696.782471
	Iteration 22Q: 3 clusters Score -265644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -265655.937500 Penalty: 2696.782471
	Iteration 23Q: 3 clusters Score -265655.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -265661.343750 Penalty: 2696.782471
	Iteration 24Q: 3 clusters Score -265661.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -265665.718750 Penalty: 2696.782471
	Iteration 25Q: 3 clusters Score -265665.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -265670.968750 Penalty: 2696.782471
	Iteration 26Q: 3 clusters Score -265671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -265675.812500 Penalty: 2696.782471
	Iteration 27Q: 3 clusters Score -265675.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -265680.031250 Penalty: 2696.782471
	Iteration 28Q: 3 clusters Score -265680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -265683.156250 Penalty: 2696.782471
	Iteration 29Q: 3 clusters Score -265683.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -265684.968750 Penalty: 2696.782471
	Iteration 30Q: 3 clusters Score -265685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -265685.156250 Penalty: 2696.782471
	Iteration 31Q: 3 clusters Score -265685.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -265684.718750 Penalty: 2696.782471
	Iteration 32Q: 3 clusters Score -265684.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -265685.718750 Penalty: 2696.782471
	Iteration 33Q: 3 clusters Score -265685.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -265685.687500 Penalty: 2696.782471
	Iteration 34Q: 3 clusters Score -265685.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -265685.687500 Penalty: 2696.782471
	Iteration 35F: 3 clusters Score -265685.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (122988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122988 members 
Entering Unmasked Estep 
Score: -7458962.500000 Penalty: 1904.474365
	Iteration 0F: 2 clusters Score -7458962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 61210 members 
Entering Unmasked Estep 
Score: -7376360.000000 Penalty: 3808.948730
	Iteration 0F: 3 clusters Score -7376360 nChanged 59102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65446 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
Score: -7411111.000000 Penalty: 3808.948730
	Iteration 1F: 3 clusters Score -7411111 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67747 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -7412344.500000 Penalty: 3808.948730
	Iteration 2Q: 3 clusters Score -7412344 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71253 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -7414119.000000 Penalty: 3808.948730
	Iteration 3Q: 3 clusters Score -7414119 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76392 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -7416973.000000 Penalty: 3808.948730
	Iteration 4Q: 3 clusters Score -7416973 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83690 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -7421855.500000 Penalty: 3808.948730
	Iteration 5F: 3 clusters Score -7421856 nChanged 9635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93241 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -7429553.000000 Penalty: 3808.948730
	Iteration 6F: 3 clusters Score -7429553 nChanged 10461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103684 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -7439084.000000 Penalty: 3808.948730
	Iteration 7F: 3 clusters Score -7439084 nChanged 8847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112529 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -7447631.000000 Penalty: 3808.948730
	Iteration 8F: 3 clusters Score -7447631 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118248 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -7453167.000000 Penalty: 3808.948730
	Iteration 9Q: 3 clusters Score -7453167 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120982 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -7455632.000000 Penalty: 3808.948730
	Iteration 10Q: 3 clusters Score -7455632 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122066 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7456623.500000 Penalty: 3808.948730
	Iteration 11Q: 3 clusters Score -7456624 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122443 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7457006.000000 Penalty: 3808.948730
	Iteration 12Q: 3 clusters Score -7457006 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122587 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7457172.000000 Penalty: 3808.948730
	Iteration 13Q: 3 clusters Score -7457172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122638 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7457231.500000 Penalty: 3808.948730
	Iteration 14Q: 3 clusters Score -7457232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122659 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7457272.000000 Penalty: 3808.948730
	Iteration 15Q: 3 clusters Score -7457272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122671 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7457289.000000 Penalty: 3808.948730
	Iteration 16Q: 3 clusters Score -7457289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122677 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7457322.000000 Penalty: 3808.948730
	Iteration 17Q: 3 clusters Score -7457322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122683 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7457337.500000 Penalty: 3808.948730
	Iteration 18Q: 3 clusters Score -7457338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122690 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7457344.500000 Penalty: 3808.948730
	Iteration 19Q: 3 clusters Score -7457344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122700 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7457353.000000 Penalty: 3808.948730
	Iteration 20F: 3 clusters Score -7457353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122700 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7457362.000000 Penalty: 3808.948730
	Iteration 21Q: 3 clusters Score -7457362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122701 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7457358.000000 Penalty: 3808.948730
	Iteration 22Q: 3 clusters Score -7457358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122701 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7457361.000000 Penalty: 3808.948730
	Iteration 23Q: 3 clusters Score -7457361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122701 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7457364.500000 Penalty: 3808.948730
	Iteration 24Q: 3 clusters Score -7457364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122701 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7457370.000000 Penalty: 3808.948730
	Iteration 25Q: 3 clusters Score -7457370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122705 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7457372.500000 Penalty: 3808.948730
	Iteration 26Q: 3 clusters Score -7457372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122708 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7457375.000000 Penalty: 3808.948730
	Iteration 27Q: 3 clusters Score -7457375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122706 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7457379.500000 Penalty: 3808.948730
	Iteration 28Q: 3 clusters Score -7457380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122705 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7457382.000000 Penalty: 3808.948730
	Iteration 29Q: 3 clusters Score -7457382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122705 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7457382.000000 Penalty: 3808.948730
	Iteration 30F: 3 clusters Score -7457382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Entering Unmasked Estep 
Score: -466978.906250 Penalty: 1454.103027
	Iteration 0F: 2 clusters Score -466978.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -461252.906250 Penalty: 2908.206055
	Iteration 0F: 3 clusters Score -461252.9 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -462949.250000 Penalty: 2908.206055
	Iteration 1F: 3 clusters Score -462949.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -463171.937500 Penalty: 2908.206055
	Iteration 2F: 3 clusters Score -463171.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -463376.843750 Penalty: 2908.206055
	Iteration 3F: 3 clusters Score -463376.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -463582.531250 Penalty: 2908.206055
	Iteration 4Q: 3 clusters Score -463582.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -463810.968750 Penalty: 2908.206055
	Iteration 5Q: 3 clusters Score -463811 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -464107.625000 Penalty: 2908.206055
	Iteration 6Q: 3 clusters Score -464107.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -464471.281250 Penalty: 2908.206055
	Iteration 7F: 3 clusters Score -464471.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -464818.500000 Penalty: 2908.206055
	Iteration 8F: 3 clusters Score -464818.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -465126.343750 Penalty: 2908.206055
	Iteration 9F: 3 clusters Score -465126.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -465352.625000 Penalty: 2908.206055
	Iteration 10Q: 3 clusters Score -465352.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -465524.031250 Penalty: 2908.206055
	Iteration 11Q: 3 clusters Score -465524 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -465653.531250 Penalty: 2908.206055
	Iteration 12Q: 3 clusters Score -465653.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -465737.406250 Penalty: 2908.206055
	Iteration 13Q: 3 clusters Score -465737.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -465793.031250 Penalty: 2908.206055
	Iteration 14Q: 3 clusters Score -465793 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -465838.718750 Penalty: 2908.206055
	Iteration 15Q: 3 clusters Score -465838.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -465879.625000 Penalty: 2908.206055
	Iteration 16Q: 3 clusters Score -465879.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -465918.781250 Penalty: 2908.206055
	Iteration 17Q: 3 clusters Score -465918.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -465957.656250 Penalty: 2908.206055
	Iteration 18Q: 3 clusters Score -465957.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -465989.437500 Penalty: 2908.206055
	Iteration 19Q: 3 clusters Score -465989.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -466020.937500 Penalty: 2908.206055
	Iteration 20F: 3 clusters Score -466020.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -466047.531250 Penalty: 2908.206055
	Iteration 21Q: 3 clusters Score -466047.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -466071.031250 Penalty: 2908.206055
	Iteration 22Q: 3 clusters Score -466071 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -466094.250000 Penalty: 2908.206055
	Iteration 23Q: 3 clusters Score -466094.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -466112.500000 Penalty: 2908.206055
	Iteration 24Q: 3 clusters Score -466112.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -466128.718750 Penalty: 2908.206055
	Iteration 25Q: 3 clusters Score -466128.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -466149.937500 Penalty: 2908.206055
	Iteration 26Q: 3 clusters Score -466149.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -466165.781250 Penalty: 2908.206055
	Iteration 27Q: 3 clusters Score -466165.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -466177.406250 Penalty: 2908.206055
	Iteration 28Q: 3 clusters Score -466177.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -466191.187500 Penalty: 2908.206055
	Iteration 29Q: 3 clusters Score -466191.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -466202.000000 Penalty: 2908.206055
	Iteration 30Q: 3 clusters Score -466202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -466210.343750 Penalty: 2908.206055
	Iteration 31Q: 3 clusters Score -466210.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -466221.000000 Penalty: 2908.206055
	Iteration 32Q: 3 clusters Score -466221 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -466229.781250 Penalty: 2908.206055
	Iteration 33Q: 3 clusters Score -466229.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -466240.375000 Penalty: 2908.206055
	Iteration 34Q: 3 clusters Score -466240.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -466252.281250 Penalty: 2908.206055
	Iteration 35Q: 3 clusters Score -466252.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -466265.625000 Penalty: 2908.206055
	Iteration 36Q: 3 clusters Score -466265.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -466280.125000 Penalty: 2908.206055
	Iteration 37Q: 3 clusters Score -466280.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -466290.437500 Penalty: 2908.206055
	Iteration 38Q: 3 clusters Score -466290.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -466297.593750 Penalty: 2908.206055
	Iteration 39Q: 3 clusters Score -466297.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -466307.187500 Penalty: 2908.206055
	Iteration 40F: 3 clusters Score -466307.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -466316.312500 Penalty: 2908.206055
	Iteration 41Q: 3 clusters Score -466316.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -466323.968750 Penalty: 2908.206055
	Iteration 42Q: 3 clusters Score -466324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -466331.093750 Penalty: 2908.206055
	Iteration 43Q: 3 clusters Score -466331.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -466343.468750 Penalty: 2908.206055
	Iteration 44Q: 3 clusters Score -466343.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -466355.437500 Penalty: 2908.206055
	Iteration 45Q: 3 clusters Score -466355.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -466365.187500 Penalty: 2908.206055
	Iteration 46Q: 3 clusters Score -466365.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -466373.281250 Penalty: 2908.206055
	Iteration 47Q: 3 clusters Score -466373.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -466386.812500 Penalty: 2908.206055
	Iteration 48Q: 3 clusters Score -466386.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -466400.000000 Penalty: 2908.206055
	Iteration 49Q: 3 clusters Score -466400 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -466416.156250 Penalty: 2908.206055
	Iteration 50Q: 3 clusters Score -466416.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -466427.500000 Penalty: 2908.206055
	Iteration 51Q: 3 clusters Score -466427.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -466442.750000 Penalty: 2908.206055
	Iteration 52Q: 3 clusters Score -466442.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -466455.468750 Penalty: 2908.206055
	Iteration 53Q: 3 clusters Score -466455.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -466463.781250 Penalty: 2908.206055
	Iteration 54Q: 3 clusters Score -466463.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -466476.125000 Penalty: 2908.206055
	Iteration 55Q: 3 clusters Score -466476.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -466488.812500 Penalty: 2908.206055
	Iteration 56Q: 3 clusters Score -466488.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -466503.062500 Penalty: 2908.206055
	Iteration 57Q: 3 clusters Score -466503.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -466516.906250 Penalty: 2908.206055
	Iteration 58Q: 3 clusters Score -466516.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -466532.031250 Penalty: 2908.206055
	Iteration 59Q: 3 clusters Score -466532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -466543.375000 Penalty: 2908.206055
	Iteration 60F: 3 clusters Score -466543.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -466553.125000 Penalty: 2908.206055
	Iteration 61Q: 3 clusters Score -466553.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -466559.500000 Penalty: 2908.206055
	Iteration 62Q: 3 clusters Score -466559.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -466565.156250 Penalty: 2908.206055
	Iteration 63Q: 3 clusters Score -466565.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -466569.156250 Penalty: 2908.206055
	Iteration 64Q: 3 clusters Score -466569.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -466573.656250 Penalty: 2908.206055
	Iteration 65Q: 3 clusters Score -466573.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -466577.250000 Penalty: 2908.206055
	Iteration 66Q: 3 clusters Score -466577.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -466578.625000 Penalty: 2908.206055
	Iteration 67Q: 3 clusters Score -466578.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -466580.625000 Penalty: 2908.206055
	Iteration 68Q: 3 clusters Score -466580.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -466580.593750 Penalty: 2908.206055
	Iteration 69Q: 3 clusters Score -466580.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -466580.875000 Penalty: 2908.206055
	Iteration 70Q: 3 clusters Score -466580.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -466582.500000 Penalty: 2908.206055
	Iteration 71Q: 3 clusters Score -466582.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -466583.937500 Penalty: 2908.206055
	Iteration 72Q: 3 clusters Score -466583.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -466583.125000 Penalty: 2908.206055
	Iteration 73Q: 3 clusters Score -466583.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -466584.156250 Penalty: 2908.206055
	Iteration 74Q: 3 clusters Score -466584.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -466584.031250 Penalty: 2908.206055
	Iteration 75Q: 3 clusters Score -466584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -466584.031250 Penalty: 2908.206055
	Iteration 76F: 3 clusters Score -466584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Entering Unmasked Estep 
Score: -208081.156250 Penalty: 1313.641113
	Iteration 0F: 2 clusters Score -208081.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -205181.562500 Penalty: 2627.282227
	Iteration 0F: 3 clusters Score -205181.6 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -205882.609375 Penalty: 2627.282227
	Iteration 1F: 3 clusters Score -205882.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -206009.546875 Penalty: 2627.282227
	Iteration 2F: 3 clusters Score -206009.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -206077.671875 Penalty: 2627.282227
	Iteration 3Q: 3 clusters Score -206077.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -206123.265625 Penalty: 2627.282227
	Iteration 4Q: 3 clusters Score -206123.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -206153.125000 Penalty: 2627.282227
	Iteration 5Q: 3 clusters Score -206153.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -206182.328125 Penalty: 2627.282227
	Iteration 6Q: 3 clusters Score -206182.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -206201.031250 Penalty: 2627.282227
	Iteration 7Q: 3 clusters Score -206201 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -206216.875000 Penalty: 2627.282227
	Iteration 8Q: 3 clusters Score -206216.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -206232.390625 Penalty: 2627.282227
	Iteration 9Q: 3 clusters Score -206232.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -206251.218750 Penalty: 2627.282227
	Iteration 10Q: 3 clusters Score -206251.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -206276.562500 Penalty: 2627.282227
	Iteration 11Q: 3 clusters Score -206276.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -206294.875000 Penalty: 2627.282227
	Iteration 12Q: 3 clusters Score -206294.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -206313.296875 Penalty: 2627.282227
	Iteration 13Q: 3 clusters Score -206313.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -206326.656250 Penalty: 2627.282227
	Iteration 14Q: 3 clusters Score -206326.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -206341.437500 Penalty: 2627.282227
	Iteration 15Q: 3 clusters Score -206341.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -206355.718750 Penalty: 2627.282227
	Iteration 16Q: 3 clusters Score -206355.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -206367.000000 Penalty: 2627.282227
	Iteration 17Q: 3 clusters Score -206367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -206378.046875 Penalty: 2627.282227
	Iteration 18Q: 3 clusters Score -206378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -206393.578125 Penalty: 2627.282227
	Iteration 19Q: 3 clusters Score -206393.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -206407.171875 Penalty: 2627.282227
	Iteration 20F: 3 clusters Score -206407.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -206421.000000 Penalty: 2627.282227
	Iteration 21Q: 3 clusters Score -206421 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -206436.843750 Penalty: 2627.282227
	Iteration 22Q: 3 clusters Score -206436.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -206452.640625 Penalty: 2627.282227
	Iteration 23Q: 3 clusters Score -206452.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -206472.609375 Penalty: 2627.282227
	Iteration 24Q: 3 clusters Score -206472.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -206492.281250 Penalty: 2627.282227
	Iteration 25Q: 3 clusters Score -206492.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -206515.515625 Penalty: 2627.282227
	Iteration 26Q: 3 clusters Score -206515.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -206536.781250 Penalty: 2627.282227
	Iteration 27Q: 3 clusters Score -206536.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -206553.953125 Penalty: 2627.282227
	Iteration 28Q: 3 clusters Score -206554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -206572.000000 Penalty: 2627.282227
	Iteration 29Q: 3 clusters Score -206572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -206594.234375 Penalty: 2627.282227
	Iteration 30Q: 3 clusters Score -206594.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -206621.437500 Penalty: 2627.282227
	Iteration 31Q: 3 clusters Score -206621.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -206637.609375 Penalty: 2627.282227
	Iteration 32Q: 3 clusters Score -206637.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -206659.671875 Penalty: 2627.282227
	Iteration 33Q: 3 clusters Score -206659.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -206680.156250 Penalty: 2627.282227
	Iteration 34Q: 3 clusters Score -206680.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -206700.015625 Penalty: 2627.282227
	Iteration 35Q: 3 clusters Score -206700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -206725.859375 Penalty: 2627.282227
	Iteration 36Q: 3 clusters Score -206725.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -206748.171875 Penalty: 2627.282227
	Iteration 37Q: 3 clusters Score -206748.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -206772.812500 Penalty: 2627.282227
	Iteration 38Q: 3 clusters Score -206772.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -206794.453125 Penalty: 2627.282227
	Iteration 39Q: 3 clusters Score -206794.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -206810.296875 Penalty: 2627.282227
	Iteration 40F: 3 clusters Score -206810.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -206827.656250 Penalty: 2627.282227
	Iteration 41Q: 3 clusters Score -206827.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -206845.125000 Penalty: 2627.282227
	Iteration 42Q: 3 clusters Score -206845.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -206855.984375 Penalty: 2627.282227
	Iteration 43Q: 3 clusters Score -206856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -206862.828125 Penalty: 2627.282227
	Iteration 44Q: 3 clusters Score -206862.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -206865.937500 Penalty: 2627.282227
	Iteration 45Q: 3 clusters Score -206865.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -206867.078125 Penalty: 2627.282227
	Iteration 46Q: 3 clusters Score -206867.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -206871.656250 Penalty: 2627.282227
	Iteration 47Q: 3 clusters Score -206871.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -206875.546875 Penalty: 2627.282227
	Iteration 48Q: 3 clusters Score -206875.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -206877.906250 Penalty: 2627.282227
	Iteration 49Q: 3 clusters Score -206877.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -206881.171875 Penalty: 2627.282227
	Iteration 50Q: 3 clusters Score -206881.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -206883.140625 Penalty: 2627.282227
	Iteration 51Q: 3 clusters Score -206883.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -206887.093750 Penalty: 2627.282227
	Iteration 52Q: 3 clusters Score -206887.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -206888.437500 Penalty: 2627.282227
	Iteration 53Q: 3 clusters Score -206888.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -206890.328125 Penalty: 2627.282227
	Iteration 54Q: 3 clusters Score -206890.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -206893.062500 Penalty: 2627.282227
	Iteration 55Q: 3 clusters Score -206893.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -206896.343750 Penalty: 2627.282227
	Iteration 56Q: 3 clusters Score -206896.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -206898.640625 Penalty: 2627.282227
	Iteration 57Q: 3 clusters Score -206898.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -206899.406250 Penalty: 2627.282227
	Iteration 58Q: 3 clusters Score -206899.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -206902.500000 Penalty: 2627.282227
	Iteration 59Q: 3 clusters Score -206902.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -206904.937500 Penalty: 2627.282227
	Iteration 60F: 3 clusters Score -206904.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -206906.390625 Penalty: 2627.282227
	Iteration 61Q: 3 clusters Score -206906.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -206908.312500 Penalty: 2627.282227
	Iteration 62Q: 3 clusters Score -206908.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -206908.312500 Penalty: 2627.282227
	Iteration 63F: 3 clusters Score -206908.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Entering Unmasked Estep 
Score: -431162.375000 Penalty: 1442.461182
	Iteration 0F: 2 clusters Score -431162.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -425794.187500 Penalty: 2884.922363
	Iteration 0F: 3 clusters Score -425794.2 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -427449.062500 Penalty: 2884.922363
	Iteration 1F: 3 clusters Score -427449.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -427709.812500 Penalty: 2884.922363
	Iteration 2F: 3 clusters Score -427709.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -427881.937500 Penalty: 2884.922363
	Iteration 3F: 3 clusters Score -427881.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -428033.343750 Penalty: 2884.922363
	Iteration 4Q: 3 clusters Score -428033.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -428178.562500 Penalty: 2884.922363
	Iteration 5Q: 3 clusters Score -428178.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -428314.875000 Penalty: 2884.922363
	Iteration 6Q: 3 clusters Score -428314.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -428467.656250 Penalty: 2884.922363
	Iteration 7Q: 3 clusters Score -428467.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -428629.843750 Penalty: 2884.922363
	Iteration 8Q: 3 clusters Score -428629.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -428813.250000 Penalty: 2884.922363
	Iteration 9Q: 3 clusters Score -428813.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -428985.843750 Penalty: 2884.922363
	Iteration 10Q: 3 clusters Score -428985.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -429125.718750 Penalty: 2884.922363
	Iteration 11Q: 3 clusters Score -429125.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -429231.406250 Penalty: 2884.922363
	Iteration 12Q: 3 clusters Score -429231.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -429302.812500 Penalty: 2884.922363
	Iteration 13Q: 3 clusters Score -429302.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -429354.375000 Penalty: 2884.922363
	Iteration 14Q: 3 clusters Score -429354.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -429395.718750 Penalty: 2884.922363
	Iteration 15Q: 3 clusters Score -429395.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -429439.406250 Penalty: 2884.922363
	Iteration 16Q: 3 clusters Score -429439.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -429481.781250 Penalty: 2884.922363
	Iteration 17Q: 3 clusters Score -429481.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -429517.312500 Penalty: 2884.922363
	Iteration 18Q: 3 clusters Score -429517.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -429541.625000 Penalty: 2884.922363
	Iteration 19Q: 3 clusters Score -429541.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -429557.937500 Penalty: 2884.922363
	Iteration 20F: 3 clusters Score -429557.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -429570.812500 Penalty: 2884.922363
	Iteration 21Q: 3 clusters Score -429570.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -429580.625000 Penalty: 2884.922363
	Iteration 22Q: 3 clusters Score -429580.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -429597.906250 Penalty: 2884.922363
	Iteration 23Q: 3 clusters Score -429597.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -429614.750000 Penalty: 2884.922363
	Iteration 24Q: 3 clusters Score -429614.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -429633.156250 Penalty: 2884.922363
	Iteration 25Q: 3 clusters Score -429633.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -429651.187500 Penalty: 2884.922363
	Iteration 26Q: 3 clusters Score -429651.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -429666.781250 Penalty: 2884.922363
	Iteration 27Q: 3 clusters Score -429666.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -429680.312500 Penalty: 2884.922363
	Iteration 28Q: 3 clusters Score -429680.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -429689.343750 Penalty: 2884.922363
	Iteration 29Q: 3 clusters Score -429689.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -429695.593750 Penalty: 2884.922363
	Iteration 30Q: 3 clusters Score -429695.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -429702.125000 Penalty: 2884.922363
	Iteration 31Q: 3 clusters Score -429702.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -429705.500000 Penalty: 2884.922363
	Iteration 32Q: 3 clusters Score -429705.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -429707.187500 Penalty: 2884.922363
	Iteration 33Q: 3 clusters Score -429707.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -429712.281250 Penalty: 2884.922363
	Iteration 34Q: 3 clusters Score -429712.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -429713.437500 Penalty: 2884.922363
	Iteration 35Q: 3 clusters Score -429713.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -429715.343750 Penalty: 2884.922363
	Iteration 36Q: 3 clusters Score -429715.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -429715.937500 Penalty: 2884.922363
	Iteration 37Q: 3 clusters Score -429715.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -429716.750000 Penalty: 2884.922363
	Iteration 38Q: 3 clusters Score -429716.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -429717.000000 Penalty: 2884.922363
	Iteration 39Q: 3 clusters Score -429717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -429716.906250 Penalty: 2884.922363
	Iteration 40F: 3 clusters Score -429716.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -429717.125000 Penalty: 2884.922363
	Iteration 41Q: 3 clusters Score -429717.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -429717.125000 Penalty: 2884.922363
	Iteration 42F: 3 clusters Score -429717.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Entering Unmasked Estep 
Score: -665873.187500 Penalty: 1509.652222
	Iteration 0F: 2 clusters Score -665873.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -658157.500000 Penalty: 3019.304443
	Iteration 0F: 3 clusters Score -658157.5 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -660708.000000 Penalty: 3019.304443
	Iteration 1F: 3 clusters Score -660708 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -661007.000000 Penalty: 3019.304443
	Iteration 2F: 3 clusters Score -661007 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -661311.937500 Penalty: 3019.304443
	Iteration 3F: 3 clusters Score -661311.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -661623.500000 Penalty: 3019.304443
	Iteration 4F: 3 clusters Score -661623.5 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -661982.375000 Penalty: 3019.304443
	Iteration 5F: 3 clusters Score -661982.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -662383.812500 Penalty: 3019.304443
	Iteration 6F: 3 clusters Score -662383.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -662867.312500 Penalty: 3019.304443
	Iteration 7F: 3 clusters Score -662867.3 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -663393.375000 Penalty: 3019.304443
	Iteration 8F: 3 clusters Score -663393.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -663800.250000 Penalty: 3019.304443
	Iteration 9Q: 3 clusters Score -663800.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -664075.687500 Penalty: 3019.304443
	Iteration 10Q: 3 clusters Score -664075.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -664254.125000 Penalty: 3019.304443
	Iteration 11Q: 3 clusters Score -664254.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -664380.812500 Penalty: 3019.304443
	Iteration 12Q: 3 clusters Score -664380.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -664472.250000 Penalty: 3019.304443
	Iteration 13Q: 3 clusters Score -664472.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -664532.375000 Penalty: 3019.304443
	Iteration 14Q: 3 clusters Score -664532.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -664575.562500 Penalty: 3019.304443
	Iteration 15Q: 3 clusters Score -664575.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -664614.187500 Penalty: 3019.304443
	Iteration 16Q: 3 clusters Score -664614.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -664648.062500 Penalty: 3019.304443
	Iteration 17Q: 3 clusters Score -664648.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -664672.750000 Penalty: 3019.304443
	Iteration 18Q: 3 clusters Score -664672.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -664684.562500 Penalty: 3019.304443
	Iteration 19Q: 3 clusters Score -664684.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -664689.312500 Penalty: 3019.304443
	Iteration 20F: 3 clusters Score -664689.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -664692.250000 Penalty: 3019.304443
	Iteration 21Q: 3 clusters Score -664692.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -664692.750000 Penalty: 3019.304443
	Iteration 22Q: 3 clusters Score -664692.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -664698.937500 Penalty: 3019.304443
	Iteration 23Q: 3 clusters Score -664698.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -664701.562500 Penalty: 3019.304443
	Iteration 24Q: 3 clusters Score -664701.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -664703.437500 Penalty: 3019.304443
	Iteration 25Q: 3 clusters Score -664703.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -664705.750000 Penalty: 3019.304443
	Iteration 26Q: 3 clusters Score -664705.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -664705.875000 Penalty: 3019.304443
	Iteration 27Q: 3 clusters Score -664705.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -664706.000000 Penalty: 3019.304443
	Iteration 28Q: 3 clusters Score -664706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -664706.187500 Penalty: 3019.304443
	Iteration 29Q: 3 clusters Score -664706.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -664706.187500 Penalty: 3019.304443
	Iteration 30F: 3 clusters Score -664706.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Entering Unmasked Estep 
Score: -149287.437500 Penalty: 1280.138672
	Iteration 0F: 2 clusters Score -149287.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -146765.640625 Penalty: 2560.277344
	Iteration 0F: 3 clusters Score -146765.6 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -147424.093750 Penalty: 2560.277344
	Iteration 1F: 3 clusters Score -147424.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -147628.140625 Penalty: 2560.277344
	Iteration 2F: 3 clusters Score -147628.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -147756.468750 Penalty: 2560.277344
	Iteration 3F: 3 clusters Score -147756.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -147860.281250 Penalty: 2560.277344
	Iteration 4Q: 3 clusters Score -147860.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -147948.187500 Penalty: 2560.277344
	Iteration 5Q: 3 clusters Score -147948.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -148018.328125 Penalty: 2560.277344
	Iteration 6Q: 3 clusters Score -148018.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -148069.390625 Penalty: 2560.277344
	Iteration 7Q: 3 clusters Score -148069.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -148123.578125 Penalty: 2560.277344
	Iteration 8Q: 3 clusters Score -148123.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -148162.171875 Penalty: 2560.277344
	Iteration 9Q: 3 clusters Score -148162.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -148188.046875 Penalty: 2560.277344
	Iteration 10Q: 3 clusters Score -148188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -148208.515625 Penalty: 2560.277344
	Iteration 11Q: 3 clusters Score -148208.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -148242.859375 Penalty: 2560.277344
	Iteration 12Q: 3 clusters Score -148242.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -148274.390625 Penalty: 2560.277344
	Iteration 13Q: 3 clusters Score -148274.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -148298.312500 Penalty: 2560.277344
	Iteration 14Q: 3 clusters Score -148298.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -148317.437500 Penalty: 2560.277344
	Iteration 15Q: 3 clusters Score -148317.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -148330.890625 Penalty: 2560.277344
	Iteration 16Q: 3 clusters Score -148330.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -148341.562500 Penalty: 2560.277344
	Iteration 17Q: 3 clusters Score -148341.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -148349.062500 Penalty: 2560.277344
	Iteration 18Q: 3 clusters Score -148349.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -148353.515625 Penalty: 2560.277344
	Iteration 19Q: 3 clusters Score -148353.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -148357.859375 Penalty: 2560.277344
	Iteration 20F: 3 clusters Score -148357.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -148361.609375 Penalty: 2560.277344
	Iteration 21Q: 3 clusters Score -148361.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -148363.328125 Penalty: 2560.277344
	Iteration 22Q: 3 clusters Score -148363.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -148364.828125 Penalty: 2560.277344
	Iteration 23Q: 3 clusters Score -148364.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -148366.468750 Penalty: 2560.277344
	Iteration 24Q: 3 clusters Score -148366.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -148367.609375 Penalty: 2560.277344
	Iteration 25Q: 3 clusters Score -148367.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -148370.375000 Penalty: 2560.277344
	Iteration 26Q: 3 clusters Score -148370.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -148374.812500 Penalty: 2560.277344
	Iteration 27Q: 3 clusters Score -148374.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -148381.000000 Penalty: 2560.277344
	Iteration 28Q: 3 clusters Score -148381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -148385.796875 Penalty: 2560.277344
	Iteration 29Q: 3 clusters Score -148385.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -148388.921875 Penalty: 2560.277344
	Iteration 30Q: 3 clusters Score -148388.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -148395.156250 Penalty: 2560.277344
	Iteration 31Q: 3 clusters Score -148395.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -148399.890625 Penalty: 2560.277344
	Iteration 32Q: 3 clusters Score -148399.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -148406.171875 Penalty: 2560.277344
	Iteration 33Q: 3 clusters Score -148406.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -148410.328125 Penalty: 2560.277344
	Iteration 34Q: 3 clusters Score -148410.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -148414.171875 Penalty: 2560.277344
	Iteration 35Q: 3 clusters Score -148414.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -148417.250000 Penalty: 2560.277344
	Iteration 36Q: 3 clusters Score -148417.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -148419.515625 Penalty: 2560.277344
	Iteration 37Q: 3 clusters Score -148419.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -148420.875000 Penalty: 2560.277344
	Iteration 38Q: 3 clusters Score -148420.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -148421.437500 Penalty: 2560.277344
	Iteration 39Q: 3 clusters Score -148421.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -148421.953125 Penalty: 2560.277344
	Iteration 40F: 3 clusters Score -148422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -148422.296875 Penalty: 2560.277344
	Iteration 41Q: 3 clusters Score -148422.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -148423.265625 Penalty: 2560.277344
	Iteration 42Q: 3 clusters Score -148423.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -148423.265625 Penalty: 2560.277344
	Iteration 43F: 3 clusters Score -148423.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Entering Unmasked Estep 
Score: -288028.218750 Penalty: 1385.177490
	Iteration 0F: 2 clusters Score -288028.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -284026.125000 Penalty: 2770.354980
	Iteration 0F: 3 clusters Score -284026.1 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -285240.875000 Penalty: 2770.354980
	Iteration 1F: 3 clusters Score -285240.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -285589.031250 Penalty: 2770.354980
	Iteration 2F: 3 clusters Score -285589 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -285844.343750 Penalty: 2770.354980
	Iteration 3F: 3 clusters Score -285844.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -286025.718750 Penalty: 2770.354980
	Iteration 4F: 3 clusters Score -286025.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -286142.781250 Penalty: 2770.354980
	Iteration 5Q: 3 clusters Score -286142.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -286226.093750 Penalty: 2770.354980
	Iteration 6Q: 3 clusters Score -286226.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -286292.593750 Penalty: 2770.354980
	Iteration 7Q: 3 clusters Score -286292.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -286349.812500 Penalty: 2770.354980
	Iteration 8Q: 3 clusters Score -286349.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -286397.250000 Penalty: 2770.354980
	Iteration 9Q: 3 clusters Score -286397.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -286421.750000 Penalty: 2770.354980
	Iteration 10Q: 3 clusters Score -286421.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -286445.375000 Penalty: 2770.354980
	Iteration 11Q: 3 clusters Score -286445.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -286465.906250 Penalty: 2770.354980
	Iteration 12Q: 3 clusters Score -286465.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -286482.687500 Penalty: 2770.354980
	Iteration 13Q: 3 clusters Score -286482.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -286504.593750 Penalty: 2770.354980
	Iteration 14Q: 3 clusters Score -286504.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -286526.906250 Penalty: 2770.354980
	Iteration 15Q: 3 clusters Score -286526.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -286544.187500 Penalty: 2770.354980
	Iteration 16Q: 3 clusters Score -286544.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -286563.031250 Penalty: 2770.354980
	Iteration 17Q: 3 clusters Score -286563 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -286579.812500 Penalty: 2770.354980
	Iteration 18Q: 3 clusters Score -286579.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -286597.218750 Penalty: 2770.354980
	Iteration 19Q: 3 clusters Score -286597.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -286611.937500 Penalty: 2770.354980
	Iteration 20F: 3 clusters Score -286611.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -286621.906250 Penalty: 2770.354980
	Iteration 21Q: 3 clusters Score -286621.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -286637.000000 Penalty: 2770.354980
	Iteration 22Q: 3 clusters Score -286637 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -286652.343750 Penalty: 2770.354980
	Iteration 23Q: 3 clusters Score -286652.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -286667.187500 Penalty: 2770.354980
	Iteration 24Q: 3 clusters Score -286667.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -286679.093750 Penalty: 2770.354980
	Iteration 25Q: 3 clusters Score -286679.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -286687.250000 Penalty: 2770.354980
	Iteration 26Q: 3 clusters Score -286687.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -286696.343750 Penalty: 2770.354980
	Iteration 27Q: 3 clusters Score -286696.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -286708.375000 Penalty: 2770.354980
	Iteration 28Q: 3 clusters Score -286708.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -286719.625000 Penalty: 2770.354980
	Iteration 29Q: 3 clusters Score -286719.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -286733.937500 Penalty: 2770.354980
	Iteration 30Q: 3 clusters Score -286733.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -286748.656250 Penalty: 2770.354980
	Iteration 31Q: 3 clusters Score -286748.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -286762.687500 Penalty: 2770.354980
	Iteration 32Q: 3 clusters Score -286762.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -286777.031250 Penalty: 2770.354980
	Iteration 33Q: 3 clusters Score -286777 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -286788.625000 Penalty: 2770.354980
	Iteration 34Q: 3 clusters Score -286788.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -286801.187500 Penalty: 2770.354980
	Iteration 35Q: 3 clusters Score -286801.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -286816.000000 Penalty: 2770.354980
	Iteration 36Q: 3 clusters Score -286816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -286828.406250 Penalty: 2770.354980
	Iteration 37Q: 3 clusters Score -286828.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -286845.218750 Penalty: 2770.354980
	Iteration 38Q: 3 clusters Score -286845.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -286860.906250 Penalty: 2770.354980
	Iteration 39Q: 3 clusters Score -286860.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -286878.156250 Penalty: 2770.354980
	Iteration 40F: 3 clusters Score -286878.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -286902.125000 Penalty: 2770.354980
	Iteration 41Q: 3 clusters Score -286902.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -286920.656250 Penalty: 2770.354980
	Iteration 42Q: 3 clusters Score -286920.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -286933.343750 Penalty: 2770.354980
	Iteration 43Q: 3 clusters Score -286933.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -286948.000000 Penalty: 2770.354980
	Iteration 44Q: 3 clusters Score -286948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -286956.625000 Penalty: 2770.354980
	Iteration 45Q: 3 clusters Score -286956.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -286967.718750 Penalty: 2770.354980
	Iteration 46Q: 3 clusters Score -286967.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -286975.750000 Penalty: 2770.354980
	Iteration 47Q: 3 clusters Score -286975.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -286983.031250 Penalty: 2770.354980
	Iteration 48Q: 3 clusters Score -286983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -286990.312500 Penalty: 2770.354980
	Iteration 49Q: 3 clusters Score -286990.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -286992.562500 Penalty: 2770.354980
	Iteration 50Q: 3 clusters Score -286992.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -286994.156250 Penalty: 2770.354980
	Iteration 51Q: 3 clusters Score -286994.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -286995.625000 Penalty: 2770.354980
	Iteration 52Q: 3 clusters Score -286995.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -286997.687500 Penalty: 2770.354980
	Iteration 53Q: 3 clusters Score -286997.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -287000.062500 Penalty: 2770.354980
	Iteration 54Q: 3 clusters Score -287000.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -287001.312500 Penalty: 2770.354980
	Iteration 55Q: 3 clusters Score -287001.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -287001.750000 Penalty: 2770.354980
	Iteration 56Q: 3 clusters Score -287001.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -287002.843750 Penalty: 2770.354980
	Iteration 57Q: 3 clusters Score -287002.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -287003.687500 Penalty: 2770.354980
	Iteration 58Q: 3 clusters Score -287003.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -287005.031250 Penalty: 2770.354980
	Iteration 59Q: 3 clusters Score -287005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -287005.125000 Penalty: 2770.354980
	Iteration 60F: 3 clusters Score -287005.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -287005.468750 Penalty: 2770.354980
	Iteration 61Q: 3 clusters Score -287005.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -287005.937500 Penalty: 2770.354980
	Iteration 62Q: 3 clusters Score -287005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -287006.562500 Penalty: 2770.354980
	Iteration 63Q: 3 clusters Score -287006.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -287006.906250 Penalty: 2770.354980
	Iteration 64Q: 3 clusters Score -287006.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -287006.906250 Penalty: 2770.354980
	Iteration 65F: 3 clusters Score -287006.9 nChanged 0
--- Evaluating fit on full set of 1079358 points ---
Entering Unmasked Estep 
Score: -64028264.000000 Penalty: 56435.750000
23->26 Clusters: Score -64028264.000000, best is -64085968.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 359786 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 15800 members 
Mstep: Class 3 contains 15279 members 
Mstep: Class 4 contains 15611 members 
Mstep: Class 5 contains 15755 members 
Mstep: Class 6 contains 15683 members 
Mstep: Class 7 contains 15635 members 
Mstep: Class 8 contains 15844 members 
Mstep: Class 9 contains 15493 members 
Mstep: Class 10 contains 15780 members 
Mstep: Class 11 contains 15810 members 
Mstep: Class 12 contains 15592 members 
Mstep: Class 13 contains 15611 members 
Mstep: Class 14 contains 15515 members 
Mstep: Class 15 contains 15795 members 
Mstep: Class 16 contains 15660 members 
Mstep: Class 17 contains 15643 members 
Mstep: Class 18 contains 15539 members 
Mstep: Class 19 contains 15578 members 
Mstep: Class 20 contains 15663 members 
Mstep: Class 21 contains 15676 members 
Mstep: Class 22 contains 15709 members 
Mstep: Class 23 contains 15588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 608.149963 but Gain 2078.902344
Score: -19756896.000000 Penalty: 45735.921875
Iteration 0F: 23 clusters Score -1.97569e+07 nChanged 340863
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 18797 members 
Mstep: Class 3 contains 13241 members 
Mstep: Class 4 contains 19667 members 
Mstep: Class 5 contains 14183 members 
Mstep: Class 6 contains 21965 members 
Mstep: Class 7 contains 10007 members 
Mstep: Class 8 contains 16050 members 
Mstep: Class 10 contains 15601 members 
Mstep: Class 11 contains 15215 members 
Mstep: Class 12 contains 24779 members 
Mstep: Class 13 contains 23741 members 
Mstep: Class 14 contains 10272 members 
Mstep: Class 15 contains 18012 members 
Mstep: Class 16 contains 10518 members 
Mstep: Class 17 contains 13945 members 
Mstep: Class 18 contains 11609 members 
Mstep: Class 19 contains 21918 members 
Mstep: Class 20 contains 14741 members 
Mstep: Class 21 contains 13924 members 
Mstep: Class 22 contains 10890 members 
Mstep: Class 23 contains 20006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20667488.000000 Penalty: 45735.921875
Iteration 1F: 23 clusters Score -2.066749e+07 nChanged 121947
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 19916 members 
Mstep: Class 3 contains 11054 members 
Mstep: Class 4 contains 23893 members 
Mstep: Class 5 contains 12142 members 
Mstep: Class 6 contains 28832 members 
Mstep: Class 7 contains 9134 members 
Mstep: Class 8 contains 20668 members 
Mstep: Class 10 contains 21144 members 
Mstep: Class 11 contains 11504 members 
Mstep: Class 12 contains 24516 members 
Mstep: Class 13 contains 26475 members 
Mstep: Class 14 contains 8422 members 
Mstep: Class 15 contains 20147 members 
Mstep: Class 16 contains 9433 members 
Mstep: Class 17 contains 9705 members 
Mstep: Class 18 contains 11964 members 
Mstep: Class 19 contains 21764 members 
Mstep: Class 20 contains 13685 members 
Mstep: Class 21 contains 10122 members 
Mstep: Class 22 contains 7395 members 
Mstep: Class 23 contains 17622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20873592.000000 Penalty: 45735.921875
Iteration 2F: 23 clusters Score -2.087359e+07 nChanged 93827
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 18401 members 
Mstep: Class 3 contains 9840 members 
Mstep: Class 4 contains 29463 members 
Mstep: Class 5 contains 9765 members 
Mstep: Class 6 contains 35023 members 
Mstep: Class 7 contains 8885 members 
Mstep: Class 8 contains 28121 members 
Mstep: Class 10 contains 24442 members 
Mstep: Class 11 contains 8164 members 
Mstep: Class 12 contains 23151 members 
Mstep: Class 13 contains 27182 members 
Mstep: Class 14 contains 7754 members 
Mstep: Class 15 contains 21702 members 
Mstep: Class 16 contains 10431 members 
Mstep: Class 17 contains 6709 members 
Mstep: Class 18 contains 12688 members 
Mstep: Class 19 contains 19999 members 
Mstep: Class 20 contains 11392 members 
Mstep: Class 21 contains 7738 members 
Mstep: Class 22 contains 4746 members 
Mstep: Class 23 contains 14118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20980988.000000 Penalty: 45735.921875
Iteration 3F: 23 clusters Score -2.098099e+07 nChanged 68219
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 16695 members 
Mstep: Class 3 contains 9684 members 
Mstep: Class 4 contains 33582 members 
Mstep: Class 5 contains 8900 members 
Mstep: Class 6 contains 39282 members 
Mstep: Class 7 contains 9476 members 
Mstep: Class 8 contains 34878 members 
Mstep: Class 10 contains 24758 members 
Mstep: Class 11 contains 6038 members 
Mstep: Class 12 contains 20832 members 
Mstep: Class 13 contains 27630 members 
Mstep: Class 14 contains 7528 members 
Mstep: Class 15 contains 22414 members 
Mstep: Class 16 contains 10856 members 
Mstep: Class 17 contains 4917 members 
Mstep: Class 18 contains 13057 members 
Mstep: Class 19 contains 18420 members 
Mstep: Class 20 contains 9358 members 
Mstep: Class 21 contains 6479 members 
Mstep: Class 22 contains 3310 members 
Mstep: Class 23 contains 11615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21042958.000000 Penalty: 45735.921875
Iteration 4F: 23 clusters Score -2.104296e+07 nChanged 53398
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 15377 members 
Mstep: Class 3 contains 9806 members 
Mstep: Class 4 contains 35919 members 
Mstep: Class 5 contains 9227 members 
Mstep: Class 6 contains 42583 members 
Mstep: Class 7 contains 10418 members 
Mstep: Class 8 contains 40560 members 
Mstep: Class 10 contains 23196 members 
Mstep: Class 11 contains 4858 members 
Mstep: Class 12 contains 18532 members 
Mstep: Class 13 contains 28943 members 
Mstep: Class 14 contains 7151 members 
Mstep: Class 15 contains 22500 members 
Mstep: Class 16 contains 10330 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 12965 members 
Mstep: Class 19 contains 17383 members 
Mstep: Class 20 contains 7670 members 
Mstep: Class 21 contains 6277 members 
Mstep: Class 22 contains 2465 members 
Mstep: Class 23 contains 10109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21087788.000000 Penalty: 45735.921875
Iteration 5F: 23 clusters Score -2.108779e+07 nChanged 45854
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 14030 members 
Mstep: Class 3 contains 9751 members 
Mstep: Class 4 contains 37231 members 
Mstep: Class 5 contains 10290 members 
Mstep: Class 6 contains 45428 members 
Mstep: Class 7 contains 11470 members 
Mstep: Class 8 contains 45679 members 
Mstep: Class 10 contains 20531 members 
Mstep: Class 11 contains 4289 members 
Mstep: Class 12 contains 16467 members 
Mstep: Class 13 contains 30832 members 
Mstep: Class 14 contains 6741 members 
Mstep: Class 15 contains 22085 members 
Mstep: Class 16 contains 9317 members 
Mstep: Class 17 contains 2792 members 
Mstep: Class 18 contains 12872 members 
Mstep: Class 19 contains 16591 members 
Mstep: Class 20 contains 6205 members 
Mstep: Class 21 contains 6314 members 
Mstep: Class 22 contains 2000 members 
Mstep: Class 23 contains 9158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21123862.000000 Penalty: 45735.921875
Iteration 6F: 23 clusters Score -2.112386e+07 nChanged 40327
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 12787 members 
Mstep: Class 3 contains 9362 members 
Mstep: Class 4 contains 38117 members 
Mstep: Class 5 contains 11892 members 
Mstep: Class 6 contains 47879 members 
Mstep: Class 7 contains 12477 members 
Mstep: Class 8 contains 49689 members 
Mstep: Class 10 contains 17516 members 
Mstep: Class 11 contains 4064 members 
Mstep: Class 12 contains 14649 members 
Mstep: Class 13 contains 33176 members 
Mstep: Class 14 contains 6315 members 
Mstep: Class 15 contains 21324 members 
Mstep: Class 16 contains 8383 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 13116 members 
Mstep: Class 19 contains 15786 members 
Mstep: Class 20 contains 5028 members 
Mstep: Class 21 contains 6035 members 
Mstep: Class 22 contains 1656 members 
Mstep: Class 23 contains 8504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21155546.000000 Penalty: 45735.921875
Iteration 7F: 23 clusters Score -2.115555e+07 nChanged 35649
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 11602 members 
Mstep: Class 3 contains 8704 members 
Mstep: Class 4 contains 38536 members 
Mstep: Class 5 contains 13645 members 
Mstep: Class 6 contains 49949 members 
Mstep: Class 7 contains 13371 members 
Mstep: Class 8 contains 52314 members 
Mstep: Class 10 contains 14743 members 
Mstep: Class 11 contains 3937 members 
Mstep: Class 12 contains 12937 members 
Mstep: Class 13 contains 35770 members 
Mstep: Class 14 contains 5976 members 
Mstep: Class 15 contains 20172 members 
Mstep: Class 16 contains 7675 members 
Mstep: Class 17 contains 1741 members 
Mstep: Class 18 contains 13908 members 
Mstep: Class 19 contains 14922 members 
Mstep: Class 20 contains 4204 members 
Mstep: Class 21 contains 5685 members 
Mstep: Class 22 contains 1413 members 
Mstep: Class 23 contains 8010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21182298.000000 Penalty: 45735.921875
Iteration 8F: 23 clusters Score -2.11823e+07 nChanged 31451
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 10395 members 
Mstep: Class 3 contains 7815 members 
Mstep: Class 4 contains 38564 members 
Mstep: Class 5 contains 15151 members 
Mstep: Class 6 contains 51680 members 
Mstep: Class 7 contains 14256 members 
Mstep: Class 8 contains 53782 members 
Mstep: Class 10 contains 12463 members 
Mstep: Class 11 contains 3842 members 
Mstep: Class 12 contains 11375 members 
Mstep: Class 13 contains 38303 members 
Mstep: Class 14 contains 5765 members 
Mstep: Class 15 contains 18734 members 
Mstep: Class 16 contains 7130 members 
Mstep: Class 17 contains 1504 members 
Mstep: Class 18 contains 15258 members 
Mstep: Class 19 contains 14027 members 
Mstep: Class 20 contains 3761 members 
Mstep: Class 21 contains 5459 members 
Mstep: Class 22 contains 1280 members 
Mstep: Class 23 contains 7545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21204340.000000 Penalty: 45735.921875
Iteration 9F: 23 clusters Score -2.120434e+07 nChanged 26926
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 9116 members 
Mstep: Class 3 contains 6848 members 
Mstep: Class 4 contains 38293 members 
Mstep: Class 5 contains 16371 members 
Mstep: Class 6 contains 53259 members 
Mstep: Class 7 contains 15164 members 
Mstep: Class 8 contains 54415 members 
Mstep: Class 10 contains 10807 members 
Mstep: Class 11 contains 3847 members 
Mstep: Class 12 contains 10140 members 
Mstep: Class 13 contains 40201 members 
Mstep: Class 14 contains 5660 members 
Mstep: Class 15 contains 16984 members 
Mstep: Class 16 contains 6739 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 16905 members 
Mstep: Class 19 contains 13150 members 
Mstep: Class 20 contains 3574 members 
Mstep: Class 21 contains 5365 members 
Mstep: Class 22 contains 1183 members 
Mstep: Class 23 contains 7172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21221738.000000 Penalty: 45735.921875
Iteration 10F: 23 clusters Score -2.122174e+07 nChanged 23239
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 7844 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 37789 members 
Mstep: Class 5 contains 17232 members 
Mstep: Class 6 contains 54599 members 
Mstep: Class 7 contains 16186 members 
Mstep: Class 8 contains 54473 members 
Mstep: Class 10 contains 9430 members 
Mstep: Class 11 contains 3873 members 
Mstep: Class 12 contains 9191 members 
Mstep: Class 13 contains 41422 members 
Mstep: Class 14 contains 5700 members 
Mstep: Class 15 contains 15374 members 
Mstep: Class 16 contains 6505 members 
Mstep: Class 17 contains 1233 members 
Mstep: Class 18 contains 18763 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 3580 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 6815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21236020.000000 Penalty: 45735.921875
Iteration 11F: 23 clusters Score -2.123602e+07 nChanged 20369
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 6607 members 
Mstep: Class 3 contains 5075 members 
Mstep: Class 4 contains 37113 members 
Mstep: Class 5 contains 17767 members 
Mstep: Class 6 contains 55735 members 
Mstep: Class 7 contains 17267 members 
Mstep: Class 8 contains 54362 members 
Mstep: Class 10 contains 8272 members 
Mstep: Class 11 contains 3945 members 
Mstep: Class 12 contains 8474 members 
Mstep: Class 13 contains 42083 members 
Mstep: Class 14 contains 5979 members 
Mstep: Class 15 contains 13882 members 
Mstep: Class 16 contains 6362 members 
Mstep: Class 17 contains 1179 members 
Mstep: Class 18 contains 20668 members 
Mstep: Class 19 contains 11589 members 
Mstep: Class 20 contains 3666 members 
Mstep: Class 21 contains 5434 members 
Mstep: Class 22 contains 1098 members 
Mstep: Class 23 contains 6460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21247554.000000 Penalty: 45735.921875
Iteration 12F: 23 clusters Score -2.124755e+07 nChanged 18082
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 5528 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 36373 members 
Mstep: Class 5 contains 18092 members 
Mstep: Class 6 contains 56622 members 
Mstep: Class 7 contains 18357 members 
Mstep: Class 8 contains 54222 members 
Mstep: Class 10 contains 7294 members 
Mstep: Class 11 contains 3958 members 
Mstep: Class 12 contains 7878 members 
Mstep: Class 13 contains 42272 members 
Mstep: Class 14 contains 6334 members 
Mstep: Class 15 contains 12577 members 
Mstep: Class 16 contains 6322 members 
Mstep: Class 17 contains 1155 members 
Mstep: Class 18 contains 22625 members 
Mstep: Class 19 contains 10874 members 
Mstep: Class 20 contains 3850 members 
Mstep: Class 21 contains 5433 members 
Mstep: Class 22 contains 1139 members 
Mstep: Class 23 contains 6127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21256352.000000 Penalty: 45735.921875
Iteration 13F: 23 clusters Score -2.125635e+07 nChanged 15724
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 3825 members 
Mstep: Class 4 contains 35622 members 
Mstep: Class 5 contains 18325 members 
Mstep: Class 6 contains 57239 members 
Mstep: Class 7 contains 19449 members 
Mstep: Class 8 contains 54262 members 
Mstep: Class 10 contains 6410 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 7419 members 
Mstep: Class 13 contains 42145 members 
Mstep: Class 14 contains 6631 members 
Mstep: Class 15 contains 11434 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1130 members 
Mstep: Class 18 contains 24524 members 
Mstep: Class 19 contains 10206 members 
Mstep: Class 20 contains 4096 members 
Mstep: Class 21 contains 5452 members 
Mstep: Class 22 contains 1196 members 
Mstep: Class 23 contains 5831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21263692.000000 Penalty: 45735.921875
Iteration 14Q: 23 clusters Score -2.126369e+07 nChanged 14026
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 4046 members 
Mstep: Class 3 contains 3438 members 
Mstep: Class 4 contains 34843 members 
Mstep: Class 5 contains 18465 members 
Mstep: Class 6 contains 57601 members 
Mstep: Class 7 contains 20495 members 
Mstep: Class 8 contains 54413 members 
Mstep: Class 10 contains 5604 members 
Mstep: Class 11 contains 3957 members 
Mstep: Class 12 contains 7090 members 
Mstep: Class 13 contains 41817 members 
Mstep: Class 14 contains 6886 members 
Mstep: Class 15 contains 10397 members 
Mstep: Class 16 contains 6131 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 26376 members 
Mstep: Class 19 contains 9659 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 21 contains 5454 members 
Mstep: Class 22 contains 1282 members 
Mstep: Class 23 contains 5635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21270116.000000 Penalty: 45735.921875
Iteration 15Q: 23 clusters Score -2.127012e+07 nChanged 12738
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 3513 members 
Mstep: Class 3 contains 3251 members 
Mstep: Class 4 contains 33997 members 
Mstep: Class 5 contains 18533 members 
Mstep: Class 6 contains 57798 members 
Mstep: Class 7 contains 21405 members 
Mstep: Class 8 contains 54615 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 4003 members 
Mstep: Class 12 contains 6840 members 
Mstep: Class 13 contains 41351 members 
Mstep: Class 14 contains 7066 members 
Mstep: Class 15 contains 9452 members 
Mstep: Class 16 contains 5920 members 
Mstep: Class 17 contains 1116 members 
Mstep: Class 18 contains 28157 members 
Mstep: Class 19 contains 9141 members 
Mstep: Class 20 contains 4754 members 
Mstep: Class 21 contains 5434 members 
Mstep: Class 22 contains 1392 members 
Mstep: Class 23 contains 5476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21275692.000000 Penalty: 45735.921875
Iteration 16Q: 23 clusters Score -2.127569e+07 nChanged 11606
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 3113 members 
Mstep: Class 4 contains 33115 members 
Mstep: Class 5 contains 18529 members 
Mstep: Class 6 contains 57664 members 
Mstep: Class 7 contains 22150 members 
Mstep: Class 8 contains 54929 members 
Mstep: Class 10 contains 4360 members 
Mstep: Class 11 contains 4045 members 
Mstep: Class 12 contains 6653 members 
Mstep: Class 13 contains 40917 members 
Mstep: Class 14 contains 7213 members 
Mstep: Class 15 contains 8549 members 
Mstep: Class 16 contains 5752 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 29936 members 
Mstep: Class 19 contains 8757 members 
Mstep: Class 20 contains 5157 members 
Mstep: Class 21 contains 5415 members 
Mstep: Class 22 contains 1546 members 
Mstep: Class 23 contains 5415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21280438.000000 Penalty: 45735.921875
Iteration 17Q: 23 clusters Score -2.128044e+07 nChanged 10385
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 3019 members 
Mstep: Class 4 contains 32247 members 
Mstep: Class 5 contains 18455 members 
Mstep: Class 6 contains 57317 members 
Mstep: Class 7 contains 22710 members 
Mstep: Class 8 contains 55346 members 
Mstep: Class 10 contains 3864 members 
Mstep: Class 11 contains 4113 members 
Mstep: Class 12 contains 6503 members 
Mstep: Class 13 contains 40465 members 
Mstep: Class 14 contains 7290 members 
Mstep: Class 15 contains 7771 members 
Mstep: Class 16 contains 5629 members 
Mstep: Class 17 contains 1167 members 
Mstep: Class 18 contains 31668 members 
Mstep: Class 19 contains 8465 members 
Mstep: Class 20 contains 5543 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 1704 members 
Mstep: Class 23 contains 5454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21284526.000000 Penalty: 45735.921875
Iteration 18Q: 23 clusters Score -2.128453e+07 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 2448 members 
Mstep: Class 3 contains 2961 members 
Mstep: Class 4 contains 31419 members 
Mstep: Class 5 contains 18340 members 
Mstep: Class 6 contains 56781 members 
Mstep: Class 7 contains 23169 members 
Mstep: Class 8 contains 55902 members 
Mstep: Class 10 contains 3446 members 
Mstep: Class 11 contains 4201 members 
Mstep: Class 12 contains 6405 members 
Mstep: Class 13 contains 39983 members 
Mstep: Class 14 contains 7349 members 
Mstep: Class 15 contains 7052 members 
Mstep: Class 16 contains 5549 members 
Mstep: Class 17 contains 1175 members 
Mstep: Class 18 contains 33297 members 
Mstep: Class 19 contains 8242 members 
Mstep: Class 20 contains 5888 members 
Mstep: Class 21 contains 5389 members 
Mstep: Class 22 contains 1876 members 
Mstep: Class 23 contains 5538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21287624.000000 Penalty: 45735.921875
Iteration 19Q: 23 clusters Score -2.128762e+07 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 2209 members 
Mstep: Class 3 contains 2905 members 
Mstep: Class 4 contains 30588 members 
Mstep: Class 5 contains 18200 members 
Mstep: Class 6 contains 56052 members 
Mstep: Class 7 contains 23580 members 
Mstep: Class 8 contains 56573 members 
Mstep: Class 10 contains 3075 members 
Mstep: Class 11 contains 4281 members 
Mstep: Class 12 contains 6330 members 
Mstep: Class 13 contains 39401 members 
Mstep: Class 14 contains 7402 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 5518 members 
Mstep: Class 17 contains 1205 members 
Mstep: Class 18 contains 34929 members 
Mstep: Class 19 contains 8090 members 
Mstep: Class 20 contains 6230 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 2033 members 
Mstep: Class 23 contains 5655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21291196.000000 Penalty: 45735.921875
Iteration 20F: 23 clusters Score -2.12912e+07 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 3129 members 
Mstep: Class 4 contains 29757 members 
Mstep: Class 5 contains 18059 members 
Mstep: Class 6 contains 55154 members 
Mstep: Class 7 contains 23901 members 
Mstep: Class 8 contains 57253 members 
Mstep: Class 10 contains 2798 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 12 contains 6283 members 
Mstep: Class 13 contains 38856 members 
Mstep: Class 14 contains 7451 members 
Mstep: Class 15 contains 5822 members 
Mstep: Class 16 contains 5266 members 
Mstep: Class 17 contains 1243 members 
Mstep: Class 18 contains 36526 members 
Mstep: Class 19 contains 7974 members 
Mstep: Class 20 contains 6567 members 
Mstep: Class 21 contains 5393 members 
Mstep: Class 22 contains 2220 members 
Mstep: Class 23 contains 5773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21294640.000000 Penalty: 45735.921875
Iteration 21Q: 23 clusters Score -2.129464e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 1839 members 
Mstep: Class 3 contains 3196 members 
Mstep: Class 4 contains 28947 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 54210 members 
Mstep: Class 7 contains 24147 members 
Mstep: Class 8 contains 57955 members 
Mstep: Class 10 contains 2571 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 6305 members 
Mstep: Class 13 contains 38315 members 
Mstep: Class 14 contains 7493 members 
Mstep: Class 15 contains 5338 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 37989 members 
Mstep: Class 19 contains 7865 members 
Mstep: Class 20 contains 6859 members 
Mstep: Class 21 contains 5417 members 
Mstep: Class 22 contains 2360 members 
Mstep: Class 23 contains 5917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21297146.000000 Penalty: 45735.921875
Iteration 22Q: 23 clusters Score -2.129715e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 1691 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 4 contains 28190 members 
Mstep: Class 5 contains 17705 members 
Mstep: Class 6 contains 53253 members 
Mstep: Class 7 contains 24305 members 
Mstep: Class 8 contains 58652 members 
Mstep: Class 10 contains 2425 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 6372 members 
Mstep: Class 13 contains 37745 members 
Mstep: Class 14 contains 7521 members 
Mstep: Class 15 contains 4930 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 1336 members 
Mstep: Class 18 contains 39359 members 
Mstep: Class 19 contains 7732 members 
Mstep: Class 20 contains 7114 members 
Mstep: Class 21 contains 5447 members 
Mstep: Class 22 contains 2501 members 
Mstep: Class 23 contains 6029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2014.513672 but Gain 2078.906250
Score: -21299426.000000 Penalty: 43657.015625
Iteration 23Q: 22 clusters Score -2.129943e+07 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 3 contains 3197 members 
Mstep: Class 4 contains 27479 members 
Mstep: Class 5 contains 17484 members 
Mstep: Class 6 contains 52588 members 
Mstep: Class 7 contains 24623 members 
Mstep: Class 8 contains 59312 members 
Mstep: Class 10 contains 2336 members 
Mstep: Class 11 contains 4626 members 
Mstep: Class 12 contains 6524 members 
Mstep: Class 13 contains 37373 members 
Mstep: Class 14 contains 7545 members 
Mstep: Class 15 contains 4588 members 
Mstep: Class 16 contains 5355 members 
Mstep: Class 17 contains 1386 members 
Mstep: Class 18 contains 40634 members 
Mstep: Class 19 contains 7569 members 
Mstep: Class 20 contains 7455 members 
Mstep: Class 21 contains 5502 members 
Mstep: Class 22 contains 2639 members 
Mstep: Class 23 contains 6178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21303262.000000 Penalty: 43657.015625
Iteration 24Q: 22 clusters Score -2.130326e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 3 contains 3203 members 
Mstep: Class 4 contains 26670 members 
Mstep: Class 5 contains 17268 members 
Mstep: Class 6 contains 51622 members 
Mstep: Class 7 contains 24662 members 
Mstep: Class 8 contains 60038 members 
Mstep: Class 10 contains 2266 members 
Mstep: Class 11 contains 4736 members 
Mstep: Class 12 contains 6686 members 
Mstep: Class 13 contains 36822 members 
Mstep: Class 14 contains 7554 members 
Mstep: Class 15 contains 4293 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 41561 members 
Mstep: Class 19 contains 7429 members 
Mstep: Class 20 contains 7613 members 
Mstep: Class 21 contains 5559 members 
Mstep: Class 22 contains 2761 members 
Mstep: Class 23 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21304978.000000 Penalty: 43657.015625
Iteration 25Q: 22 clusters Score -2.130498e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 3 contains 3212 members 
Mstep: Class 4 contains 25959 members 
Mstep: Class 5 contains 17037 members 
Mstep: Class 6 contains 50761 members 
Mstep: Class 7 contains 24687 members 
Mstep: Class 8 contains 60658 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 6832 members 
Mstep: Class 13 contains 36355 members 
Mstep: Class 14 contains 7577 members 
Mstep: Class 15 contains 4028 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 1449 members 
Mstep: Class 18 contains 42414 members 
Mstep: Class 19 contains 7272 members 
Mstep: Class 20 contains 7714 members 
Mstep: Class 21 contains 5609 members 
Mstep: Class 22 contains 2876 members 
Mstep: Class 23 contains 6453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21306430.000000 Penalty: 43657.015625
Iteration 26Q: 22 clusters Score -2.130643e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 3 contains 3218 members 
Mstep: Class 4 contains 25312 members 
Mstep: Class 5 contains 16839 members 
Mstep: Class 6 contains 49965 members 
Mstep: Class 7 contains 24668 members 
Mstep: Class 8 contains 61225 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 4907 members 
Mstep: Class 12 contains 6953 members 
Mstep: Class 13 contains 35899 members 
Mstep: Class 14 contains 7597 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 5557 members 
Mstep: Class 17 contains 1466 members 
Mstep: Class 18 contains 43225 members 
Mstep: Class 19 contains 7128 members 
Mstep: Class 20 contains 7768 members 
Mstep: Class 21 contains 5636 members 
Mstep: Class 22 contains 3007 members 
Mstep: Class 23 contains 6597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21307604.000000 Penalty: 43657.015625
Iteration 27Q: 22 clusters Score -2.13076e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 3 contains 3221 members 
Mstep: Class 4 contains 24779 members 
Mstep: Class 5 contains 16677 members 
Mstep: Class 6 contains 49167 members 
Mstep: Class 7 contains 24640 members 
Mstep: Class 8 contains 61790 members 
Mstep: Class 10 contains 2133 members 
Mstep: Class 11 contains 4982 members 
Mstep: Class 12 contains 7046 members 
Mstep: Class 13 contains 35556 members 
Mstep: Class 14 contains 7603 members 
Mstep: Class 15 contains 3522 members 
Mstep: Class 16 contains 5589 members 
Mstep: Class 17 contains 1480 members 
Mstep: Class 18 contains 43998 members 
Mstep: Class 19 contains 6994 members 
Mstep: Class 20 contains 7753 members 
Mstep: Class 21 contains 5661 members 
Mstep: Class 22 contains 3125 members 
Mstep: Class 23 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21308564.000000 Penalty: 43657.015625
Iteration 28Q: 22 clusters Score -2.130856e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 3 contains 3228 members 
Mstep: Class 4 contains 24294 members 
Mstep: Class 5 contains 16518 members 
Mstep: Class 6 contains 48452 members 
Mstep: Class 7 contains 24565 members 
Mstep: Class 8 contains 62261 members 
Mstep: Class 10 contains 2107 members 
Mstep: Class 11 contains 5054 members 
Mstep: Class 12 contains 7117 members 
Mstep: Class 13 contains 35222 members 
Mstep: Class 14 contains 7612 members 
Mstep: Class 15 contains 3322 members 
Mstep: Class 16 contains 5638 members 
Mstep: Class 17 contains 1488 members 
Mstep: Class 18 contains 44669 members 
Mstep: Class 19 contains 6894 members 
Mstep: Class 20 contains 7759 members 
Mstep: Class 21 contains 5696 members 
Mstep: Class 22 contains 3216 members 
Mstep: Class 23 contains 6869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21309270.000000 Penalty: 43657.015625
Iteration 29Q: 22 clusters Score -2.130927e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 3 contains 3236 members 
Mstep: Class 4 contains 23843 members 
Mstep: Class 5 contains 16369 members 
Mstep: Class 6 contains 47834 members 
Mstep: Class 7 contains 24475 members 
Mstep: Class 8 contains 62655 members 
Mstep: Class 10 contains 2087 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 7163 members 
Mstep: Class 13 contains 34888 members 
Mstep: Class 14 contains 7628 members 
Mstep: Class 15 contains 3178 members 
Mstep: Class 16 contains 5668 members 
Mstep: Class 17 contains 1494 members 
Mstep: Class 18 contains 45319 members 
Mstep: Class 19 contains 6799 members 
Mstep: Class 20 contains 7770 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 3304 members 
Mstep: Class 23 contains 6994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21309818.000000 Penalty: 43657.015625
Iteration 30Q: 22 clusters Score -2.130982e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 3 contains 3247 members 
Mstep: Class 4 contains 23400 members 
Mstep: Class 5 contains 16235 members 
Mstep: Class 6 contains 47253 members 
Mstep: Class 7 contains 24389 members 
Mstep: Class 8 contains 63050 members 
Mstep: Class 10 contains 2082 members 
Mstep: Class 11 contains 5187 members 
Mstep: Class 12 contains 7200 members 
Mstep: Class 13 contains 34576 members 
Mstep: Class 14 contains 7647 members 
Mstep: Class 15 contains 3050 members 
Mstep: Class 16 contains 5701 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 45894 members 
Mstep: Class 19 contains 6711 members 
Mstep: Class 20 contains 7747 members 
Mstep: Class 21 contains 5725 members 
Mstep: Class 22 contains 3401 members 
Mstep: Class 23 contains 7103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21310478.000000 Penalty: 43657.015625
Iteration 31Q: 22 clusters Score -2.131048e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 3 contains 3254 members 
Mstep: Class 4 contains 23019 members 
Mstep: Class 5 contains 16099 members 
Mstep: Class 6 contains 46683 members 
Mstep: Class 7 contains 24305 members 
Mstep: Class 8 contains 63355 members 
Mstep: Class 10 contains 2079 members 
Mstep: Class 11 contains 5262 members 
Mstep: Class 12 contains 7243 members 
Mstep: Class 13 contains 34300 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 2941 members 
Mstep: Class 16 contains 5722 members 
Mstep: Class 17 contains 1506 members 
Mstep: Class 18 contains 46441 members 
Mstep: Class 19 contains 6641 members 
Mstep: Class 20 contains 7678 members 
Mstep: Class 21 contains 5720 members 
Mstep: Class 22 contains 3504 members 
Mstep: Class 23 contains 7209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21311064.000000 Penalty: 43657.015625
Iteration 32Q: 22 clusters Score -2.131106e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 3 contains 3266 members 
Mstep: Class 4 contains 22664 members 
Mstep: Class 5 contains 15955 members 
Mstep: Class 6 contains 46140 members 
Mstep: Class 7 contains 24200 members 
Mstep: Class 8 contains 63654 members 
Mstep: Class 10 contains 2072 members 
Mstep: Class 11 contains 5339 members 
Mstep: Class 12 contains 7274 members 
Mstep: Class 13 contains 34031 members 
Mstep: Class 14 contains 7701 members 
Mstep: Class 15 contains 2849 members 
Mstep: Class 16 contains 5732 members 
Mstep: Class 17 contains 1512 members 
Mstep: Class 18 contains 46966 members 
Mstep: Class 19 contains 6598 members 
Mstep: Class 20 contains 7608 members 
Mstep: Class 21 contains 5718 members 
Mstep: Class 22 contains 3601 members 
Mstep: Class 23 contains 7311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21311430.000000 Penalty: 43657.015625
Iteration 33Q: 22 clusters Score -2.131143e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 3 contains 3267 members 
Mstep: Class 4 contains 22309 members 
Mstep: Class 5 contains 15830 members 
Mstep: Class 6 contains 45722 members 
Mstep: Class 7 contains 24123 members 
Mstep: Class 8 contains 63926 members 
Mstep: Class 10 contains 2063 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 7295 members 
Mstep: Class 13 contains 33788 members 
Mstep: Class 14 contains 7702 members 
Mstep: Class 15 contains 2747 members 
Mstep: Class 16 contains 5750 members 
Mstep: Class 17 contains 1520 members 
Mstep: Class 18 contains 47386 members 
Mstep: Class 19 contains 6561 members 
Mstep: Class 20 contains 7504 members 
Mstep: Class 21 contains 5712 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 7413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21311934.000000 Penalty: 43657.015625
Iteration 34Q: 22 clusters Score -2.131193e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 3 contains 3265 members 
Mstep: Class 4 contains 21996 members 
Mstep: Class 5 contains 15713 members 
Mstep: Class 6 contains 45260 members 
Mstep: Class 7 contains 24051 members 
Mstep: Class 8 contains 64214 members 
Mstep: Class 10 contains 2068 members 
Mstep: Class 11 contains 5479 members 
Mstep: Class 12 contains 7321 members 
Mstep: Class 13 contains 33515 members 
Mstep: Class 14 contains 7695 members 
Mstep: Class 15 contains 2672 members 
Mstep: Class 16 contains 5767 members 
Mstep: Class 17 contains 1527 members 
Mstep: Class 18 contains 47773 members 
Mstep: Class 19 contains 6538 members 
Mstep: Class 20 contains 7386 members 
Mstep: Class 21 contains 5705 members 
Mstep: Class 22 contains 3839 members 
Mstep: Class 23 contains 7516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21312386.000000 Penalty: 43657.015625
Iteration 35Q: 22 clusters Score -2.131239e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 3 contains 3270 members 
Mstep: Class 4 contains 21679 members 
Mstep: Class 5 contains 15609 members 
Mstep: Class 6 contains 44872 members 
Mstep: Class 7 contains 23964 members 
Mstep: Class 8 contains 64474 members 
Mstep: Class 10 contains 2048 members 
Mstep: Class 11 contains 5550 members 
Mstep: Class 12 contains 7342 members 
Mstep: Class 13 contains 33276 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 2600 members 
Mstep: Class 16 contains 5775 members 
Mstep: Class 17 contains 1528 members 
Mstep: Class 18 contains 48082 members 
Mstep: Class 19 contains 6515 members 
Mstep: Class 20 contains 7280 members 
Mstep: Class 21 contains 5706 members 
Mstep: Class 22 contains 3959 members 
Mstep: Class 23 contains 7626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21312830.000000 Penalty: 43657.015625
Iteration 36Q: 22 clusters Score -2.131283e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 3 contains 3272 members 
Mstep: Class 4 contains 21372 members 
Mstep: Class 5 contains 15529 members 
Mstep: Class 6 contains 44482 members 
Mstep: Class 7 contains 23880 members 
Mstep: Class 8 contains 64723 members 
Mstep: Class 10 contains 2025 members 
Mstep: Class 11 contains 5603 members 
Mstep: Class 12 contains 7372 members 
Mstep: Class 13 contains 33037 members 
Mstep: Class 14 contains 7710 members 
Mstep: Class 15 contains 2540 members 
Mstep: Class 16 contains 5777 members 
Mstep: Class 17 contains 1529 members 
Mstep: Class 18 contains 48376 members 
Mstep: Class 19 contains 6504 members 
Mstep: Class 20 contains 7145 members 
Mstep: Class 21 contains 5715 members 
Mstep: Class 22 contains 4085 members 
Mstep: Class 23 contains 7722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21313114.000000 Penalty: 43657.015625
Iteration 37Q: 22 clusters Score -2.131311e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 3 contains 3275 members 
Mstep: Class 4 contains 21074 members 
Mstep: Class 5 contains 15450 members 
Mstep: Class 6 contains 44127 members 
Mstep: Class 7 contains 23798 members 
Mstep: Class 8 contains 64966 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 5648 members 
Mstep: Class 12 contains 7406 members 
Mstep: Class 13 contains 32800 members 
Mstep: Class 14 contains 7716 members 
Mstep: Class 15 contains 2485 members 
Mstep: Class 16 contains 5777 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 48609 members 
Mstep: Class 19 contains 6491 members 
Mstep: Class 20 contains 7009 members 
Mstep: Class 21 contains 5712 members 
Mstep: Class 22 contains 4217 members 
Mstep: Class 23 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21313526.000000 Penalty: 43657.015625
Iteration 38Q: 22 clusters Score -2.131353e+07 nChanged 2382
Entering ConstructFrom: 
Score: -21313526.000000 Penalty: 43657.015625
Entering ConstructFrom: 
Trying to split cluster 1 (42273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Entering Unmasked Estep 
Score: -2596852.750000 Penalty: 1730.934448
	Iteration 0F: 2 clusters Score -2596853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -2568513.000000 Penalty: 3461.868896
	Iteration 0F: 3 clusters Score -2568513 nChanged 19719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -2579664.500000 Penalty: 3461.868896
	Iteration 1F: 3 clusters Score -2579664 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -2580355.750000 Penalty: 3461.868896
	Iteration 2Q: 3 clusters Score -2580356 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -2581137.750000 Penalty: 3461.868896
	Iteration 3Q: 3 clusters Score -2581138 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -2582057.000000 Penalty: 3461.868896
	Iteration 4F: 3 clusters Score -2582057 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -2583188.500000 Penalty: 3461.868896
	Iteration 5F: 3 clusters Score -2583188 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -2584588.750000 Penalty: 3461.868896
	Iteration 6F: 3 clusters Score -2584589 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -2586152.750000 Penalty: 3461.868896
	Iteration 7F: 3 clusters Score -2586153 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -2587887.000000 Penalty: 3461.868896
	Iteration 8F: 3 clusters Score -2587887 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -2589809.000000 Penalty: 3461.868896
	Iteration 9F: 3 clusters Score -2589809 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -2591673.250000 Penalty: 3461.868896
	Iteration 10F: 3 clusters Score -2591673 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -2593157.250000 Penalty: 3461.868896
	Iteration 11Q: 3 clusters Score -2593157 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -2594123.500000 Penalty: 3461.868896
	Iteration 12Q: 3 clusters Score -2594124 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -2594695.500000 Penalty: 3461.868896
	Iteration 13Q: 3 clusters Score -2594696 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -2594987.500000 Penalty: 3461.868896
	Iteration 14Q: 3 clusters Score -2594988 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -2595112.500000 Penalty: 3461.868896
	Iteration 15Q: 3 clusters Score -2595112 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -2595193.750000 Penalty: 3461.868896
	Iteration 16Q: 3 clusters Score -2595194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -2595237.750000 Penalty: 3461.868896
	Iteration 17Q: 3 clusters Score -2595238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -2595271.500000 Penalty: 3461.868896
	Iteration 18Q: 3 clusters Score -2595272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -2595295.750000 Penalty: 3461.868896
	Iteration 19Q: 3 clusters Score -2595296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -2595317.000000 Penalty: 3461.868896
	Iteration 20F: 3 clusters Score -2595317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -2595330.000000 Penalty: 3461.868896
	Iteration 21Q: 3 clusters Score -2595330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -2595336.250000 Penalty: 3461.868896
	Iteration 22Q: 3 clusters Score -2595336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -2595341.000000 Penalty: 3461.868896
	Iteration 23Q: 3 clusters Score -2595341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -2595343.500000 Penalty: 3461.868896
	Iteration 24Q: 3 clusters Score -2595344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -2595346.500000 Penalty: 3461.868896
	Iteration 25Q: 3 clusters Score -2595346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -2595347.750000 Penalty: 3461.868896
	Iteration 26Q: 3 clusters Score -2595348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -2595349.750000 Penalty: 3461.868896
	Iteration 27Q: 3 clusters Score -2595350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -2595351.250000 Penalty: 3461.868896
	Iteration 28Q: 3 clusters Score -2595351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -2595351.750000 Penalty: 3461.868896
	Iteration 29Q: 3 clusters Score -2595352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -2595351.750000 Penalty: 3461.868896
	Iteration 30F: 3 clusters Score -2595352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Entering Unmasked Estep 
Score: -196781.343750 Penalty: 1315.732788
	Iteration 0F: 2 clusters Score -196781.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -193829.875000 Penalty: 2631.465576
	Iteration 0F: 3 clusters Score -193829.9 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -194589.250000 Penalty: 2631.465576
	Iteration 1F: 3 clusters Score -194589.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -194749.328125 Penalty: 2631.465576
	Iteration 2F: 3 clusters Score -194749.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -194842.687500 Penalty: 2631.465576
	Iteration 3Q: 3 clusters Score -194842.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -194914.593750 Penalty: 2631.465576
	Iteration 4Q: 3 clusters Score -194914.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -194970.921875 Penalty: 2631.465576
	Iteration 5Q: 3 clusters Score -194970.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -195028.843750 Penalty: 2631.465576
	Iteration 6Q: 3 clusters Score -195028.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -195070.046875 Penalty: 2631.465576
	Iteration 7Q: 3 clusters Score -195070 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -195111.218750 Penalty: 2631.465576
	Iteration 8Q: 3 clusters Score -195111.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -195145.078125 Penalty: 2631.465576
	Iteration 9Q: 3 clusters Score -195145.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -195180.281250 Penalty: 2631.465576
	Iteration 10Q: 3 clusters Score -195180.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -195212.359375 Penalty: 2631.465576
	Iteration 11Q: 3 clusters Score -195212.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -195248.312500 Penalty: 2631.465576
	Iteration 12Q: 3 clusters Score -195248.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -195287.500000 Penalty: 2631.465576
	Iteration 13Q: 3 clusters Score -195287.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -195333.359375 Penalty: 2631.465576
	Iteration 14Q: 3 clusters Score -195333.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -195378.765625 Penalty: 2631.465576
	Iteration 15Q: 3 clusters Score -195378.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -195423.109375 Penalty: 2631.465576
	Iteration 16Q: 3 clusters Score -195423.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -195457.000000 Penalty: 2631.465576
	Iteration 17Q: 3 clusters Score -195457 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -195499.062500 Penalty: 2631.465576
	Iteration 18Q: 3 clusters Score -195499.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -195539.812500 Penalty: 2631.465576
	Iteration 19Q: 3 clusters Score -195539.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -195573.484375 Penalty: 2631.465576
	Iteration 20F: 3 clusters Score -195573.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -195605.281250 Penalty: 2631.465576
	Iteration 21Q: 3 clusters Score -195605.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -195636.890625 Penalty: 2631.465576
	Iteration 22Q: 3 clusters Score -195636.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -195663.046875 Penalty: 2631.465576
	Iteration 23Q: 3 clusters Score -195663 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -195691.671875 Penalty: 2631.465576
	Iteration 24Q: 3 clusters Score -195691.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -195715.921875 Penalty: 2631.465576
	Iteration 25Q: 3 clusters Score -195715.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -195746.593750 Penalty: 2631.465576
	Iteration 26Q: 3 clusters Score -195746.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -195775.046875 Penalty: 2631.465576
	Iteration 27Q: 3 clusters Score -195775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -195794.609375 Penalty: 2631.465576
	Iteration 28Q: 3 clusters Score -195794.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -195816.406250 Penalty: 2631.465576
	Iteration 29Q: 3 clusters Score -195816.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -195834.171875 Penalty: 2631.465576
	Iteration 30Q: 3 clusters Score -195834.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -195845.718750 Penalty: 2631.465576
	Iteration 31Q: 3 clusters Score -195845.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -195851.765625 Penalty: 2631.465576
	Iteration 32Q: 3 clusters Score -195851.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -195856.390625 Penalty: 2631.465576
	Iteration 33Q: 3 clusters Score -195856.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -195862.546875 Penalty: 2631.465576
	Iteration 34Q: 3 clusters Score -195862.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -195870.843750 Penalty: 2631.465576
	Iteration 35Q: 3 clusters Score -195870.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -195873.781250 Penalty: 2631.465576
	Iteration 36Q: 3 clusters Score -195873.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -195877.281250 Penalty: 2631.465576
	Iteration 37Q: 3 clusters Score -195877.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -195887.375000 Penalty: 2631.465576
	Iteration 38Q: 3 clusters Score -195887.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -195892.312500 Penalty: 2631.465576
	Iteration 39Q: 3 clusters Score -195892.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -195895.359375 Penalty: 2631.465576
	Iteration 40F: 3 clusters Score -195895.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -195899.109375 Penalty: 2631.465576
	Iteration 41Q: 3 clusters Score -195899.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -195900.500000 Penalty: 2631.465576
	Iteration 42Q: 3 clusters Score -195900.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -195902.203125 Penalty: 2631.465576
	Iteration 43Q: 3 clusters Score -195902.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -195905.453125 Penalty: 2631.465576
	Iteration 44Q: 3 clusters Score -195905.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -195909.359375 Penalty: 2631.465576
	Iteration 45Q: 3 clusters Score -195909.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -195913.187500 Penalty: 2631.465576
	Iteration 46Q: 3 clusters Score -195913.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -195914.140625 Penalty: 2631.465576
	Iteration 47Q: 3 clusters Score -195914.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -195916.109375 Penalty: 2631.465576
	Iteration 48Q: 3 clusters Score -195916.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -195916.109375 Penalty: 2631.465576
	Iteration 49F: 3 clusters Score -195916.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Entering Unmasked Estep 
Score: -1228690.000000 Penalty: 1615.737061
	Iteration 0F: 2 clusters Score -1228690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1214604.875000 Penalty: 3231.474121
	Iteration 0F: 3 clusters Score -1214605 nChanged 9415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1219879.500000 Penalty: 3231.474121
	Iteration 1F: 3 clusters Score -1219880 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1220478.750000 Penalty: 3231.474121
	Iteration 2F: 3 clusters Score -1220479 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1221325.500000 Penalty: 3231.474121
	Iteration 3F: 3 clusters Score -1221326 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1222450.875000 Penalty: 3231.474121
	Iteration 4F: 3 clusters Score -1222451 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1223699.625000 Penalty: 3231.474121
	Iteration 5F: 3 clusters Score -1223700 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1224809.875000 Penalty: 3231.474121
	Iteration 6F: 3 clusters Score -1224810 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1225716.250000 Penalty: 3231.474121
	Iteration 7F: 3 clusters Score -1225716 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1226289.000000 Penalty: 3231.474121
	Iteration 8Q: 3 clusters Score -1226289 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1226608.000000 Penalty: 3231.474121
	Iteration 9Q: 3 clusters Score -1226608 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1226786.625000 Penalty: 3231.474121
	Iteration 10Q: 3 clusters Score -1226787 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1226919.375000 Penalty: 3231.474121
	Iteration 11Q: 3 clusters Score -1226919 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1227032.250000 Penalty: 3231.474121
	Iteration 12Q: 3 clusters Score -1227032 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1227155.875000 Penalty: 3231.474121
	Iteration 13Q: 3 clusters Score -1227156 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1227302.375000 Penalty: 3231.474121
	Iteration 14Q: 3 clusters Score -1227302 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1227453.750000 Penalty: 3231.474121
	Iteration 15Q: 3 clusters Score -1227454 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1227583.750000 Penalty: 3231.474121
	Iteration 16Q: 3 clusters Score -1227584 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1227671.250000 Penalty: 3231.474121
	Iteration 17Q: 3 clusters Score -1227671 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1227727.250000 Penalty: 3231.474121
	Iteration 18Q: 3 clusters Score -1227727 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1227761.250000 Penalty: 3231.474121
	Iteration 19Q: 3 clusters Score -1227761 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1227793.375000 Penalty: 3231.474121
	Iteration 20F: 3 clusters Score -1227793 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1227808.125000 Penalty: 3231.474121
	Iteration 21Q: 3 clusters Score -1227808 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1227828.500000 Penalty: 3231.474121
	Iteration 22Q: 3 clusters Score -1227828 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1227852.250000 Penalty: 3231.474121
	Iteration 23Q: 3 clusters Score -1227852 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1227863.500000 Penalty: 3231.474121
	Iteration 24Q: 3 clusters Score -1227864 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1227872.375000 Penalty: 3231.474121
	Iteration 25Q: 3 clusters Score -1227872 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1227878.750000 Penalty: 3231.474121
	Iteration 26Q: 3 clusters Score -1227879 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1227883.625000 Penalty: 3231.474121
	Iteration 27Q: 3 clusters Score -1227884 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1227885.375000 Penalty: 3231.474121
	Iteration 28Q: 3 clusters Score -1227885 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1227888.625000 Penalty: 3231.474121
	Iteration 29Q: 3 clusters Score -1227889 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1227896.125000 Penalty: 3231.474121
	Iteration 30Q: 3 clusters Score -1227896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1227895.875000 Penalty: 3231.474121
	Iteration 31Q: 3 clusters Score -1227896 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1227895.500000 Penalty: 3231.474121
	Iteration 32Q: 3 clusters Score -1227896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1227896.375000 Penalty: 3231.474121
	Iteration 33Q: 3 clusters Score -1227896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1227903.625000 Penalty: 3231.474121
	Iteration 34Q: 3 clusters Score -1227904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1227909.875000 Penalty: 3231.474121
	Iteration 35Q: 3 clusters Score -1227910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1227909.750000 Penalty: 3231.474121
	Iteration 36Q: 3 clusters Score -1227910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1227910.000000 Penalty: 3231.474121
	Iteration 37Q: 3 clusters Score -1227910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1227911.875000 Penalty: 3231.474121
	Iteration 38Q: 3 clusters Score -1227912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1227913.375000 Penalty: 3231.474121
	Iteration 39Q: 3 clusters Score -1227913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1227916.000000 Penalty: 3231.474121
	Iteration 40F: 3 clusters Score -1227916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1227916.500000 Penalty: 3231.474121
	Iteration 41Q: 3 clusters Score -1227916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1227916.125000 Penalty: 3231.474121
	Iteration 42Q: 3 clusters Score -1227916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1227924.125000 Penalty: 3231.474121
	Iteration 43Q: 3 clusters Score -1227924 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1227925.375000 Penalty: 3231.474121
	Iteration 44Q: 3 clusters Score -1227925 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1227926.750000 Penalty: 3231.474121
	Iteration 45Q: 3 clusters Score -1227927 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1227932.125000 Penalty: 3231.474121
	Iteration 46Q: 3 clusters Score -1227932 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1227943.625000 Penalty: 3231.474121
	Iteration 47Q: 3 clusters Score -1227944 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1227945.750000 Penalty: 3231.474121
	Iteration 48Q: 3 clusters Score -1227946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1227950.250000 Penalty: 3231.474121
	Iteration 49Q: 3 clusters Score -1227950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1227952.750000 Penalty: 3231.474121
	Iteration 50Q: 3 clusters Score -1227953 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1227958.500000 Penalty: 3231.474121
	Iteration 51Q: 3 clusters Score -1227958 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1227960.875000 Penalty: 3231.474121
	Iteration 52Q: 3 clusters Score -1227961 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1227968.625000 Penalty: 3231.474121
	Iteration 53Q: 3 clusters Score -1227969 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1227967.750000 Penalty: 3231.474121
	Iteration 54Q: 3 clusters Score -1227968 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1227976.500000 Penalty: 3231.474121
	Iteration 55Q: 3 clusters Score -1227976 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1227981.875000 Penalty: 3231.474121
	Iteration 56Q: 3 clusters Score -1227982 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1227993.125000 Penalty: 3231.474121
	Iteration 57Q: 3 clusters Score -1227993 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1227995.125000 Penalty: 3231.474121
	Iteration 58Q: 3 clusters Score -1227995 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1228000.125000 Penalty: 3231.474121
	Iteration 59Q: 3 clusters Score -1228000 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1228005.500000 Penalty: 3231.474121
	Iteration 60F: 3 clusters Score -1228006 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1228015.750000 Penalty: 3231.474121
	Iteration 61Q: 3 clusters Score -1228016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1228015.250000 Penalty: 3231.474121
	Iteration 62Q: 3 clusters Score -1228015 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1228024.250000 Penalty: 3231.474121
	Iteration 63Q: 3 clusters Score -1228024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1228025.750000 Penalty: 3231.474121
	Iteration 64Q: 3 clusters Score -1228026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1228032.125000 Penalty: 3231.474121
	Iteration 65Q: 3 clusters Score -1228032 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1228037.375000 Penalty: 3231.474121
	Iteration 66Q: 3 clusters Score -1228037 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1228041.375000 Penalty: 3231.474121
	Iteration 67Q: 3 clusters Score -1228041 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1228045.500000 Penalty: 3231.474121
	Iteration 68Q: 3 clusters Score -1228046 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1228051.875000 Penalty: 3231.474121
	Iteration 69Q: 3 clusters Score -1228052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1228054.500000 Penalty: 3231.474121
	Iteration 70Q: 3 clusters Score -1228054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1228058.625000 Penalty: 3231.474121
	Iteration 71Q: 3 clusters Score -1228059 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1228063.500000 Penalty: 3231.474121
	Iteration 72Q: 3 clusters Score -1228064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1228067.250000 Penalty: 3231.474121
	Iteration 73Q: 3 clusters Score -1228067 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1228066.500000 Penalty: 3231.474121
	Iteration 74Q: 3 clusters Score -1228066 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1228074.750000 Penalty: 3231.474121
	Iteration 75Q: 3 clusters Score -1228075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1228074.750000 Penalty: 3231.474121
	Iteration 76Q: 3 clusters Score -1228075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1228075.625000 Penalty: 3231.474121
	Iteration 77Q: 3 clusters Score -1228076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1228079.875000 Penalty: 3231.474121
	Iteration 78Q: 3 clusters Score -1228080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1228081.500000 Penalty: 3231.474121
	Iteration 79Q: 3 clusters Score -1228082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1228088.500000 Penalty: 3231.474121
	Iteration 80F: 3 clusters Score -1228088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1228091.625000 Penalty: 3231.474121
	Iteration 81Q: 3 clusters Score -1228092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1228096.250000 Penalty: 3231.474121
	Iteration 82Q: 3 clusters Score -1228096 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1228096.875000 Penalty: 3231.474121
	Iteration 83Q: 3 clusters Score -1228097 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1228097.375000 Penalty: 3231.474121
	Iteration 84Q: 3 clusters Score -1228097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1228098.875000 Penalty: 3231.474121
	Iteration 85Q: 3 clusters Score -1228099 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1228100.125000 Penalty: 3231.474121
	Iteration 86Q: 3 clusters Score -1228100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1228111.750000 Penalty: 3231.474121
	Iteration 87Q: 3 clusters Score -1228112 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1228118.125000 Penalty: 3231.474121
	Iteration 88Q: 3 clusters Score -1228118 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1228118.000000 Penalty: 3231.474121
	Iteration 89Q: 3 clusters Score -1228118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1228122.875000 Penalty: 3231.474121
	Iteration 90Q: 3 clusters Score -1228123 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1228122.375000 Penalty: 3231.474121
	Iteration 91Q: 3 clusters Score -1228122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1228119.000000 Penalty: 3231.474121
	Iteration 92Q: 3 clusters Score -1228119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1228123.250000 Penalty: 3231.474121
	Iteration 93Q: 3 clusters Score -1228123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1228128.625000 Penalty: 3231.474121
	Iteration 94Q: 3 clusters Score -1228129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1228127.125000 Penalty: 3231.474121
	Iteration 95Q: 3 clusters Score -1228127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1228130.625000 Penalty: 3231.474121
	Iteration 96Q: 3 clusters Score -1228131 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1228128.750000 Penalty: 3231.474121
	Iteration 97Q: 3 clusters Score -1228129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1228132.250000 Penalty: 3231.474121
	Iteration 98Q: 3 clusters Score -1228132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1228132.375000 Penalty: 3231.474121
	Iteration 99Q: 3 clusters Score -1228132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1228133.125000 Penalty: 3231.474121
	Iteration 100F: 3 clusters Score -1228133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1228135.250000 Penalty: 3231.474121
	Iteration 101Q: 3 clusters Score -1228135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1228143.750000 Penalty: 3231.474121
	Iteration 102Q: 3 clusters Score -1228144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1228142.500000 Penalty: 3231.474121
	Iteration 103Q: 3 clusters Score -1228142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1228145.875000 Penalty: 3231.474121
	Iteration 104Q: 3 clusters Score -1228146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1228147.375000 Penalty: 3231.474121
	Iteration 105Q: 3 clusters Score -1228147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1228147.625000 Penalty: 3231.474121
	Iteration 106Q: 3 clusters Score -1228148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1228149.375000 Penalty: 3231.474121
	Iteration 107Q: 3 clusters Score -1228149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1228151.375000 Penalty: 3231.474121
	Iteration 108Q: 3 clusters Score -1228151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1228150.375000 Penalty: 3231.474121
	Iteration 109Q: 3 clusters Score -1228150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1228151.875000 Penalty: 3231.474121
	Iteration 110Q: 3 clusters Score -1228152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1228151.750000 Penalty: 3231.474121
	Iteration 111Q: 3 clusters Score -1228152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1228155.125000 Penalty: 3231.474121
	Iteration 112Q: 3 clusters Score -1228155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1228158.000000 Penalty: 3231.474121
	Iteration 113Q: 3 clusters Score -1228158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1228157.875000 Penalty: 3231.474121
	Iteration 114Q: 3 clusters Score -1228158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1228157.750000 Penalty: 3231.474121
	Iteration 115Q: 3 clusters Score -1228158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1228158.750000 Penalty: 3231.474121
	Iteration 116Q: 3 clusters Score -1228159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1228161.125000 Penalty: 3231.474121
	Iteration 117Q: 3 clusters Score -1228161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1228162.125000 Penalty: 3231.474121
	Iteration 118Q: 3 clusters Score -1228162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1228163.875000 Penalty: 3231.474121
	Iteration 119Q: 3 clusters Score -1228164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1228161.250000 Penalty: 3231.474121
	Iteration 120F: 3 clusters Score -1228161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1228162.250000 Penalty: 3231.474121
	Iteration 121Q: 3 clusters Score -1228162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1228164.875000 Penalty: 3231.474121
	Iteration 122Q: 3 clusters Score -1228165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1228166.000000 Penalty: 3231.474121
	Iteration 123Q: 3 clusters Score -1228166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1228165.625000 Penalty: 3231.474121
	Iteration 124Q: 3 clusters Score -1228166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1228163.625000 Penalty: 3231.474121
	Iteration 125Q: 3 clusters Score -1228164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1228163.750000 Penalty: 3231.474121
	Iteration 126Q: 3 clusters Score -1228164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1228167.625000 Penalty: 3231.474121
	Iteration 127Q: 3 clusters Score -1228168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1228164.625000 Penalty: 3231.474121
	Iteration 128Q: 3 clusters Score -1228165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1228166.625000 Penalty: 3231.474121
	Iteration 129Q: 3 clusters Score -1228167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1228170.375000 Penalty: 3231.474121
	Iteration 130Q: 3 clusters Score -1228170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1228168.750000 Penalty: 3231.474121
	Iteration 131Q: 3 clusters Score -1228169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1228167.375000 Penalty: 3231.474121
	Iteration 132Q: 3 clusters Score -1228167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1228169.625000 Penalty: 3231.474121
	Iteration 133Q: 3 clusters Score -1228170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1228166.875000 Penalty: 3231.474121
	Iteration 134Q: 3 clusters Score -1228167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1228168.625000 Penalty: 3231.474121
	Iteration 135Q: 3 clusters Score -1228169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1228168.625000 Penalty: 3231.474121
	Iteration 136F: 3 clusters Score -1228169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Entering Unmasked Estep 
Score: -911179.687500 Penalty: 1566.792236
	Iteration 0F: 2 clusters Score -911179.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -900503.312500 Penalty: 3133.584473
	Iteration 0F: 3 clusters Score -900503.3 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -904640.437500 Penalty: 3133.584473
	Iteration 1F: 3 clusters Score -904640.4 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -905511.562500 Penalty: 3133.584473
	Iteration 2F: 3 clusters Score -905511.6 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -906492.625000 Penalty: 3133.584473
	Iteration 3F: 3 clusters Score -906492.6 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -907542.250000 Penalty: 3133.584473
	Iteration 4F: 3 clusters Score -907542.2 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -908559.437500 Penalty: 3133.584473
	Iteration 5F: 3 clusters Score -908559.4 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -909455.687500 Penalty: 3133.584473
	Iteration 6F: 3 clusters Score -909455.7 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -910214.375000 Penalty: 3133.584473
	Iteration 7F: 3 clusters Score -910214.4 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -910867.250000 Penalty: 3133.584473
	Iteration 8Q: 3 clusters Score -910867.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -911324.875000 Penalty: 3133.584473
	Iteration 9Q: 3 clusters Score -911324.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -911684.125000 Penalty: 3133.584473
	Iteration 10Q: 3 clusters Score -911684.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -912030.937500 Penalty: 3133.584473
	Iteration 11Q: 3 clusters Score -912030.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -912307.125000 Penalty: 3133.584473
	Iteration 12Q: 3 clusters Score -912307.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -912433.000000 Penalty: 3133.584473
	Iteration 13Q: 3 clusters Score -912433 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -912508.250000 Penalty: 3133.584473
	Iteration 14Q: 3 clusters Score -912508.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -912552.625000 Penalty: 3133.584473
	Iteration 15Q: 3 clusters Score -912552.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -912575.875000 Penalty: 3133.584473
	Iteration 16Q: 3 clusters Score -912575.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -912597.500000 Penalty: 3133.584473
	Iteration 17Q: 3 clusters Score -912597.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -912604.187500 Penalty: 3133.584473
	Iteration 18Q: 3 clusters Score -912604.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -912614.812500 Penalty: 3133.584473
	Iteration 19Q: 3 clusters Score -912614.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -912620.687500 Penalty: 3133.584473
	Iteration 20F: 3 clusters Score -912620.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -912623.625000 Penalty: 3133.584473
	Iteration 21Q: 3 clusters Score -912623.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -912628.062500 Penalty: 3133.584473
	Iteration 22Q: 3 clusters Score -912628.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -912630.125000 Penalty: 3133.584473
	Iteration 23Q: 3 clusters Score -912630.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -912632.750000 Penalty: 3133.584473
	Iteration 24Q: 3 clusters Score -912632.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -912633.625000 Penalty: 3133.584473
	Iteration 25Q: 3 clusters Score -912633.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -912638.750000 Penalty: 3133.584473
	Iteration 26Q: 3 clusters Score -912638.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -912637.625000 Penalty: 3133.584473
	Iteration 27Q: 3 clusters Score -912637.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -912638.625000 Penalty: 3133.584473
	Iteration 28Q: 3 clusters Score -912638.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -912641.375000 Penalty: 3133.584473
	Iteration 29Q: 3 clusters Score -912641.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -912639.000000 Penalty: 3133.584473
	Iteration 30Q: 3 clusters Score -912639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -912639.062500 Penalty: 3133.584473
	Iteration 31Q: 3 clusters Score -912639.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -912639.062500 Penalty: 3133.584473
	Iteration 32F: 3 clusters Score -912639.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 14248 members 
Mstep: Class 3 contains 3284 members 
Mstep: Class 4 contains 20806 members 
Mstep: Class 5 contains 1147 members 
Mstep: Class 6 contains 43814 members 
Mstep: Class 7 contains 23709 members 
Mstep: Class 8 contains 65241 members 
Mstep: Class 10 contains 1979 members 
Mstep: Class 11 contains 5690 members 
Mstep: Class 12 contains 7427 members 
Mstep: Class 13 contains 32546 members 
Mstep: Class 14 contains 7720 members 
Mstep: Class 15 contains 2425 members 
Mstep: Class 16 contains 5776 members 
Mstep: Class 17 contains 1530 members 
Mstep: Class 18 contains 48789 members 
Mstep: Class 19 contains 6465 members 
Mstep: Class 20 contains 6915 members 
Mstep: Class 21 contains 5704 members 
Mstep: Class 22 contains 4341 members 
Mstep: Class 23 contains 7910 members 
Entering Unmasked Estep 
Score: -21314688.000000 Penalty: 45735.921875
Splitting cluster 5 changes total score from -21313526.000000 to -21314688.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 6 (43814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Entering Unmasked Estep 
Score: -2711173.000000 Penalty: 1736.752686
	Iteration 0F: 2 clusters Score -2711173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -2681703.500000 Penalty: 3473.505371
	Iteration 0F: 3 clusters Score -2681704 nChanged 20607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -2693859.000000 Penalty: 3473.505371
	Iteration 1F: 3 clusters Score -2693859 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -2694718.750000 Penalty: 3473.505371
	Iteration 2Q: 3 clusters Score -2694719 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -2695760.500000 Penalty: 3473.505371
	Iteration 3Q: 3 clusters Score -2695760 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -2697161.000000 Penalty: 3473.505371
	Iteration 4F: 3 clusters Score -2697161 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -2698927.500000 Penalty: 3473.505371
	Iteration 5F: 3 clusters Score -2698928 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -2701198.750000 Penalty: 3473.505371
	Iteration 6F: 3 clusters Score -2701199 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -2703868.750000 Penalty: 3473.505371
	Iteration 7F: 3 clusters Score -2703869 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -2706016.500000 Penalty: 3473.505371
	Iteration 8F: 3 clusters Score -2706016 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -2707146.500000 Penalty: 3473.505371
	Iteration 9Q: 3 clusters Score -2707146 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -2707709.000000 Penalty: 3473.505371
	Iteration 10Q: 3 clusters Score -2707709 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -2708121.000000 Penalty: 3473.505371
	Iteration 11Q: 3 clusters Score -2708121 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -2708543.750000 Penalty: 3473.505371
	Iteration 12Q: 3 clusters Score -2708544 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -2709049.750000 Penalty: 3473.505371
	Iteration 13Q: 3 clusters Score -2709050 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -2709613.250000 Penalty: 3473.505371
	Iteration 14Q: 3 clusters Score -2709613 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -2710242.250000 Penalty: 3473.505371
	Iteration 15Q: 3 clusters Score -2710242 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -2710967.000000 Penalty: 3473.505371
	Iteration 16Q: 3 clusters Score -2710967 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2711790.500000 Penalty: 3473.505371
	Iteration 17Q: 3 clusters Score -2711790 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2712501.500000 Penalty: 3473.505371
	Iteration 18Q: 3 clusters Score -2712502 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2713045.500000 Penalty: 3473.505371
	Iteration 19Q: 3 clusters Score -2713046 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2713388.750000 Penalty: 3473.505371
	Iteration 20F: 3 clusters Score -2713389 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2713588.500000 Penalty: 3473.505371
	Iteration 21Q: 3 clusters Score -2713588 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2713727.250000 Penalty: 3473.505371
	Iteration 22Q: 3 clusters Score -2713727 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2713812.500000 Penalty: 3473.505371
	Iteration 23Q: 3 clusters Score -2713812 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2713872.000000 Penalty: 3473.505371
	Iteration 24Q: 3 clusters Score -2713872 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2713910.500000 Penalty: 3473.505371
	Iteration 25Q: 3 clusters Score -2713910 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2713924.000000 Penalty: 3473.505371
	Iteration 26Q: 3 clusters Score -2713924 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2713938.000000 Penalty: 3473.505371
	Iteration 27Q: 3 clusters Score -2713938 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2713948.000000 Penalty: 3473.505371
	Iteration 28Q: 3 clusters Score -2713948 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2713960.750000 Penalty: 3473.505371
	Iteration 29Q: 3 clusters Score -2713961 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2713955.750000 Penalty: 3473.505371
	Iteration 30Q: 3 clusters Score -2713956 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2713966.500000 Penalty: 3473.505371
	Iteration 31Q: 3 clusters Score -2713966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2713979.750000 Penalty: 3473.505371
	Iteration 32Q: 3 clusters Score -2713980 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2713978.000000 Penalty: 3473.505371
	Iteration 33Q: 3 clusters Score -2713978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2713977.500000 Penalty: 3473.505371
	Iteration 34Q: 3 clusters Score -2713978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2713980.750000 Penalty: 3473.505371
	Iteration 35Q: 3 clusters Score -2713981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2713980.750000 Penalty: 3473.505371
	Iteration 36Q: 3 clusters Score -2713981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2713977.250000 Penalty: 3473.505371
	Iteration 37Q: 3 clusters Score -2713977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2713981.500000 Penalty: 3473.505371
	Iteration 38Q: 3 clusters Score -2713982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2713981.000000 Penalty: 3473.505371
	Iteration 39Q: 3 clusters Score -2713981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2713980.250000 Penalty: 3473.505371
	Iteration 40F: 3 clusters Score -2713980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2713983.500000 Penalty: 3473.505371
	Iteration 41Q: 3 clusters Score -2713984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2713991.000000 Penalty: 3473.505371
	Iteration 42Q: 3 clusters Score -2713991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2713992.000000 Penalty: 3473.505371
	Iteration 43Q: 3 clusters Score -2713992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2713986.750000 Penalty: 3473.505371
	Iteration 44Q: 3 clusters Score -2713987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2713989.000000 Penalty: 3473.505371
	Iteration 45Q: 3 clusters Score -2713989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2713983.250000 Penalty: 3473.505371
	Iteration 46Q: 3 clusters Score -2713983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2713981.750000 Penalty: 3473.505371
	Iteration 47Q: 3 clusters Score -2713982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2713983.250000 Penalty: 3473.505371
	Iteration 48Q: 3 clusters Score -2713983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2713982.750000 Penalty: 3473.505371
	Iteration 49Q: 3 clusters Score -2713983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2713980.250000 Penalty: 3473.505371
	Iteration 50Q: 3 clusters Score -2713980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2713980.250000 Penalty: 3473.505371
	Iteration 51F: 3 clusters Score -2713980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 14248 members 
Mstep: Class 3 contains 3284 members 
Mstep: Class 4 contains 20806 members 
Mstep: Class 5 contains 1147 members 
Mstep: Class 6 contains 30812 members 
Mstep: Class 7 contains 23709 members 
Mstep: Class 8 contains 65241 members 
Mstep: Class 9 contains 13002 members 
Mstep: Class 10 contains 1979 members 
Mstep: Class 11 contains 5690 members 
Mstep: Class 12 contains 7427 members 
Mstep: Class 13 contains 32546 members 
Mstep: Class 14 contains 7720 members 
Mstep: Class 15 contains 2425 members 
Mstep: Class 16 contains 5776 members 
Mstep: Class 17 contains 1530 members 
Mstep: Class 18 contains 48789 members 
Mstep: Class 19 contains 6465 members 
Mstep: Class 20 contains 6915 members 
Mstep: Class 21 contains 5704 members 
Mstep: Class 22 contains 4341 members 
Mstep: Class 23 contains 7910 members 
Entering Unmasked Estep 
Score: -21317238.000000 Penalty: 47814.824219
Splitting cluster 6 changes total score from -21313526.000000 to -21317238.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -1448018.500000 Penalty: 1636.961670
	Iteration 0F: 2 clusters Score -1448018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1431897.000000 Penalty: 3273.923340
	Iteration 0F: 3 clusters Score -1431897 nChanged 10889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1438007.500000 Penalty: 3273.923340
	Iteration 1F: 3 clusters Score -1438008 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1438443.000000 Penalty: 3273.923340
	Iteration 2Q: 3 clusters Score -1438443 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1438961.750000 Penalty: 3273.923340
	Iteration 3Q: 3 clusters Score -1438962 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1439624.750000 Penalty: 3273.923340
	Iteration 4F: 3 clusters Score -1439625 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1440548.875000 Penalty: 3273.923340
	Iteration 5F: 3 clusters Score -1440549 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -1441864.500000 Penalty: 3273.923340
	Iteration 6F: 3 clusters Score -1441864 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -1443389.250000 Penalty: 3273.923340
	Iteration 7F: 3 clusters Score -1443389 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -1444594.000000 Penalty: 3273.923340
	Iteration 8F: 3 clusters Score -1444594 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -1445405.875000 Penalty: 3273.923340
	Iteration 9Q: 3 clusters Score -1445406 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -1445818.250000 Penalty: 3273.923340
	Iteration 10Q: 3 clusters Score -1445818 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -1446074.500000 Penalty: 3273.923340
	Iteration 11Q: 3 clusters Score -1446074 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -1446202.875000 Penalty: 3273.923340
	Iteration 12Q: 3 clusters Score -1446203 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -1446293.125000 Penalty: 3273.923340
	Iteration 13Q: 3 clusters Score -1446293 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -1446360.375000 Penalty: 3273.923340
	Iteration 14Q: 3 clusters Score -1446360 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -1446420.125000 Penalty: 3273.923340
	Iteration 15Q: 3 clusters Score -1446420 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -1446449.250000 Penalty: 3273.923340
	Iteration 16Q: 3 clusters Score -1446449 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -1446484.625000 Penalty: 3273.923340
	Iteration 17Q: 3 clusters Score -1446485 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -1446508.125000 Penalty: 3273.923340
	Iteration 18Q: 3 clusters Score -1446508 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -1446525.750000 Penalty: 3273.923340
	Iteration 19Q: 3 clusters Score -1446526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -1446537.000000 Penalty: 3273.923340
	Iteration 20F: 3 clusters Score -1446537 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -1446556.500000 Penalty: 3273.923340
	Iteration 21Q: 3 clusters Score -1446556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -1446570.500000 Penalty: 3273.923340
	Iteration 22Q: 3 clusters Score -1446570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -1446579.500000 Penalty: 3273.923340
	Iteration 23Q: 3 clusters Score -1446580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -1446586.500000 Penalty: 3273.923340
	Iteration 24Q: 3 clusters Score -1446586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -1446588.750000 Penalty: 3273.923340
	Iteration 25Q: 3 clusters Score -1446589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -1446592.000000 Penalty: 3273.923340
	Iteration 26Q: 3 clusters Score -1446592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -1446595.250000 Penalty: 3273.923340
	Iteration 27Q: 3 clusters Score -1446595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -1446594.750000 Penalty: 3273.923340
	Iteration 28Q: 3 clusters Score -1446595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -1446597.750000 Penalty: 3273.923340
	Iteration 29Q: 3 clusters Score -1446598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -1446597.125000 Penalty: 3273.923340
	Iteration 30Q: 3 clusters Score -1446597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -1446598.625000 Penalty: 3273.923340
	Iteration 31Q: 3 clusters Score -1446599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -1446598.625000 Penalty: 3273.923340
	Iteration 32F: 3 clusters Score -1446599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (65241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65241 members 
Entering Unmasked Estep 
Score: -4184182.750000 Penalty: 1801.449463
	Iteration 0F: 2 clusters Score -4184183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -4140712.750000 Penalty: 3602.898926
	Iteration 0F: 3 clusters Score -4140713 nChanged 30724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -4158162.500000 Penalty: 3602.898926
	Iteration 1F: 3 clusters Score -4158162 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -4158841.250000 Penalty: 3602.898926
	Iteration 2Q: 3 clusters Score -4158841 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -4159637.250000 Penalty: 3602.898926
	Iteration 3Q: 3 clusters Score -4159637 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -4160689.000000 Penalty: 3602.898926
	Iteration 4Q: 3 clusters Score -4160689 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -4162201.500000 Penalty: 3602.898926
	Iteration 5Q: 3 clusters Score -4162202 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -4164364.500000 Penalty: 3602.898926
	Iteration 6F: 3 clusters Score -4164364 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -4167176.000000 Penalty: 3602.898926
	Iteration 7F: 3 clusters Score -4167176 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -4170272.250000 Penalty: 3602.898926
	Iteration 8F: 3 clusters Score -4170272 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -4173234.750000 Penalty: 3602.898926
	Iteration 9F: 3 clusters Score -4173235 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -4175744.250000 Penalty: 3602.898926
	Iteration 10F: 3 clusters Score -4175744 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -4177623.250000 Penalty: 3602.898926
	Iteration 11Q: 3 clusters Score -4177623 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 56599 members 
Entering Unmasked Estep 
Score: -4179101.250000 Penalty: 3602.898926
	Iteration 12Q: 3 clusters Score -4179101 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -4180262.250000 Penalty: 3602.898926
	Iteration 13Q: 3 clusters Score -4180262 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 59480 members 
Entering Unmasked Estep 
Score: -4181228.250000 Penalty: 3602.898926
	Iteration 14Q: 3 clusters Score -4181228 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 60450 members 
Entering Unmasked Estep 
Score: -4182026.500000 Penalty: 3602.898926
	Iteration 15Q: 3 clusters Score -4182026 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 61155 members 
Entering Unmasked Estep 
Score: -4182566.750000 Penalty: 3602.898926
	Iteration 16Q: 3 clusters Score -4182567 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 61615 members 
Entering Unmasked Estep 
Score: -4182930.250000 Penalty: 3602.898926
	Iteration 17Q: 3 clusters Score -4182930 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 61934 members 
Entering Unmasked Estep 
Score: -4183134.000000 Penalty: 3602.898926
	Iteration 18Q: 3 clusters Score -4183134 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 62124 members 
Entering Unmasked Estep 
Score: -4183233.750000 Penalty: 3602.898926
	Iteration 19Q: 3 clusters Score -4183234 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -4183282.750000 Penalty: 3602.898926
	Iteration 20F: 3 clusters Score -4183283 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 62383 members 
Entering Unmasked Estep 
Score: -4183329.000000 Penalty: 3602.898926
	Iteration 21Q: 3 clusters Score -4183329 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 62471 members 
Entering Unmasked Estep 
Score: -4183358.750000 Penalty: 3602.898926
	Iteration 22Q: 3 clusters Score -4183359 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -4183375.750000 Penalty: 3602.898926
	Iteration 23Q: 3 clusters Score -4183376 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 62613 members 
Entering Unmasked Estep 
Score: -4183391.500000 Penalty: 3602.898926
	Iteration 24Q: 3 clusters Score -4183392 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 62666 members 
Entering Unmasked Estep 
Score: -4183402.250000 Penalty: 3602.898926
	Iteration 25Q: 3 clusters Score -4183402 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 62721 members 
Entering Unmasked Estep 
Score: -4183414.250000 Penalty: 3602.898926
	Iteration 26Q: 3 clusters Score -4183414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -4183426.500000 Penalty: 3602.898926
	Iteration 27Q: 3 clusters Score -4183426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 62799 members 
Entering Unmasked Estep 
Score: -4183433.750000 Penalty: 3602.898926
	Iteration 28Q: 3 clusters Score -4183434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 62825 members 
Entering Unmasked Estep 
Score: -4183437.750000 Penalty: 3602.898926
	Iteration 29Q: 3 clusters Score -4183438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 62849 members 
Entering Unmasked Estep 
Score: -4183447.750000 Penalty: 3602.898926
	Iteration 30Q: 3 clusters Score -4183448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 62873 members 
Entering Unmasked Estep 
Score: -4183451.250000 Penalty: 3602.898926
	Iteration 31Q: 3 clusters Score -4183451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -4183454.750000 Penalty: 3602.898926
	Iteration 32Q: 3 clusters Score -4183455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 62900 members 
Entering Unmasked Estep 
Score: -4183450.000000 Penalty: 3602.898926
	Iteration 33Q: 3 clusters Score -4183450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -4183452.500000 Penalty: 3602.898926
	Iteration 34Q: 3 clusters Score -4183452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 62929 members 
Entering Unmasked Estep 
Score: -4183453.750000 Penalty: 3602.898926
	Iteration 35Q: 3 clusters Score -4183454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 62940 members 
Entering Unmasked Estep 
Score: -4183458.250000 Penalty: 3602.898926
	Iteration 36Q: 3 clusters Score -4183458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 62945 members 
Entering Unmasked Estep 
Score: -4183462.250000 Penalty: 3602.898926
	Iteration 37Q: 3 clusters Score -4183462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 62949 members 
Entering Unmasked Estep 
Score: -4183460.750000 Penalty: 3602.898926
	Iteration 38Q: 3 clusters Score -4183461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 62952 members 
Entering Unmasked Estep 
Score: -4183462.500000 Penalty: 3602.898926
	Iteration 39Q: 3 clusters Score -4183462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 62960 members 
Entering Unmasked Estep 
Score: -4183458.500000 Penalty: 3602.898926
	Iteration 40F: 3 clusters Score -4183458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
Score: -4183457.000000 Penalty: 3602.898926
	Iteration 41Q: 3 clusters Score -4183457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -4183460.750000 Penalty: 3602.898926
	Iteration 42Q: 3 clusters Score -4183461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 62983 members 
Entering Unmasked Estep 
Score: -4183460.750000 Penalty: 3602.898926
	Iteration 43Q: 3 clusters Score -4183461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 62986 members 
Entering Unmasked Estep 
Score: -4183463.500000 Penalty: 3602.898926
	Iteration 44Q: 3 clusters Score -4183464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 62987 members 
Entering Unmasked Estep 
Score: -4183463.000000 Penalty: 3602.898926
	Iteration 45Q: 3 clusters Score -4183463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 62992 members 
Entering Unmasked Estep 
Score: -4183457.000000 Penalty: 3602.898926
	Iteration 46Q: 3 clusters Score -4183457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -4183464.000000 Penalty: 3602.898926
	Iteration 47Q: 3 clusters Score -4183464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 63003 members 
Entering Unmasked Estep 
Score: -4183466.000000 Penalty: 3602.898926
	Iteration 48Q: 3 clusters Score -4183466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 63007 members 
Entering Unmasked Estep 
Score: -4183465.250000 Penalty: 3602.898926
	Iteration 49Q: 3 clusters Score -4183465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 63011 members 
Entering Unmasked Estep 
Score: -4183475.000000 Penalty: 3602.898926
	Iteration 50Q: 3 clusters Score -4183475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 63016 members 
Entering Unmasked Estep 
Score: -4183469.250000 Penalty: 3602.898926
	Iteration 51Q: 3 clusters Score -4183469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 63021 members 
Entering Unmasked Estep 
Score: -4183469.500000 Penalty: 3602.898926
	Iteration 52Q: 3 clusters Score -4183470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 63024 members 
Entering Unmasked Estep 
Score: -4183471.250000 Penalty: 3602.898926
	Iteration 53Q: 3 clusters Score -4183471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 63027 members 
Entering Unmasked Estep 
Score: -4183468.000000 Penalty: 3602.898926
	Iteration 54Q: 3 clusters Score -4183468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -4183470.500000 Penalty: 3602.898926
	Iteration 55Q: 3 clusters Score -4183470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -4183463.500000 Penalty: 3602.898926
	Iteration 56Q: 3 clusters Score -4183464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 63044 members 
Entering Unmasked Estep 
Score: -4183469.750000 Penalty: 3602.898926
	Iteration 57Q: 3 clusters Score -4183470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 63048 members 
Entering Unmasked Estep 
Score: -4183468.250000 Penalty: 3602.898926
	Iteration 58Q: 3 clusters Score -4183468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 63055 members 
Entering Unmasked Estep 
Score: -4183470.000000 Penalty: 3602.898926
	Iteration 59Q: 3 clusters Score -4183470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 63058 members 
Entering Unmasked Estep 
Score: -4183476.500000 Penalty: 3602.898926
	Iteration 60F: 3 clusters Score -4183476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 63059 members 
Entering Unmasked Estep 
Score: -4183479.000000 Penalty: 3602.898926
	Iteration 61Q: 3 clusters Score -4183479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 63059 members 
Entering Unmasked Estep 
Score: -4183479.000000 Penalty: 3602.898926
	Iteration 62F: 3 clusters Score -4183479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Entering Unmasked Estep 
Score: -126309.015625 Penalty: 1233.431396
	Iteration 0F: 2 clusters Score -126309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -124189.203125 Penalty: 2466.862793
	Iteration 0F: 3 clusters Score -124189.2 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -124637.921875 Penalty: 2466.862793
	Iteration 1F: 3 clusters Score -124637.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -124754.570312 Penalty: 2466.862793
	Iteration 2F: 3 clusters Score -124754.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -124813.546875 Penalty: 2466.862793
	Iteration 3Q: 3 clusters Score -124813.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -124859.843750 Penalty: 2466.862793
	Iteration 4Q: 3 clusters Score -124859.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -124889.117188 Penalty: 2466.862793
	Iteration 5Q: 3 clusters Score -124889.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -124908.031250 Penalty: 2466.862793
	Iteration 6Q: 3 clusters Score -124908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -124920.539062 Penalty: 2466.862793
	Iteration 7Q: 3 clusters Score -124920.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -124932.375000 Penalty: 2466.862793
	Iteration 8Q: 3 clusters Score -124932.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -124938.367188 Penalty: 2466.862793
	Iteration 9Q: 3 clusters Score -124938.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -124943.757812 Penalty: 2466.862793
	Iteration 10Q: 3 clusters Score -124943.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -124949.000000 Penalty: 2466.862793
	Iteration 11Q: 3 clusters Score -124949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -124953.257812 Penalty: 2466.862793
	Iteration 12Q: 3 clusters Score -124953.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -124958.226562 Penalty: 2466.862793
	Iteration 13Q: 3 clusters Score -124958.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -124961.718750 Penalty: 2466.862793
	Iteration 14Q: 3 clusters Score -124961.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -124967.648438 Penalty: 2466.862793
	Iteration 15Q: 3 clusters Score -124967.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -124969.750000 Penalty: 2466.862793
	Iteration 16Q: 3 clusters Score -124969.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -124970.609375 Penalty: 2466.862793
	Iteration 17Q: 3 clusters Score -124970.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -124970.945312 Penalty: 2466.862793
	Iteration 18Q: 3 clusters Score -124970.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -124970.945312 Penalty: 2466.862793
	Iteration 19F: 3 clusters Score -124970.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Entering Unmasked Estep 
Score: -336041.593750 Penalty: 1405.050659
	Iteration 0F: 2 clusters Score -336041.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -331607.593750 Penalty: 2810.101318
	Iteration 0F: 3 clusters Score -331607.6 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -332888.312500 Penalty: 2810.101318
	Iteration 1F: 3 clusters Score -332888.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -333121.406250 Penalty: 2810.101318
	Iteration 2F: 3 clusters Score -333121.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -333345.843750 Penalty: 2810.101318
	Iteration 3F: 3 clusters Score -333345.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -333586.281250 Penalty: 2810.101318
	Iteration 4F: 3 clusters Score -333586.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -333920.625000 Penalty: 2810.101318
	Iteration 5F: 3 clusters Score -333920.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -334331.781250 Penalty: 2810.101318
	Iteration 6F: 3 clusters Score -334331.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -334746.312500 Penalty: 2810.101318
	Iteration 7F: 3 clusters Score -334746.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -335102.843750 Penalty: 2810.101318
	Iteration 8F: 3 clusters Score -335102.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -335333.187500 Penalty: 2810.101318
	Iteration 9Q: 3 clusters Score -335333.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -335499.718750 Penalty: 2810.101318
	Iteration 10Q: 3 clusters Score -335499.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -335615.812500 Penalty: 2810.101318
	Iteration 11Q: 3 clusters Score -335615.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -335700.531250 Penalty: 2810.101318
	Iteration 12Q: 3 clusters Score -335700.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -335768.000000 Penalty: 2810.101318
	Iteration 13Q: 3 clusters Score -335768 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -335808.375000 Penalty: 2810.101318
	Iteration 14Q: 3 clusters Score -335808.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -335837.468750 Penalty: 2810.101318
	Iteration 15Q: 3 clusters Score -335837.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -335864.281250 Penalty: 2810.101318
	Iteration 16Q: 3 clusters Score -335864.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -335888.968750 Penalty: 2810.101318
	Iteration 17Q: 3 clusters Score -335889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -335904.937500 Penalty: 2810.101318
	Iteration 18Q: 3 clusters Score -335904.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -335919.156250 Penalty: 2810.101318
	Iteration 19Q: 3 clusters Score -335919.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -335925.093750 Penalty: 2810.101318
	Iteration 20F: 3 clusters Score -335925.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -335932.687500 Penalty: 2810.101318
	Iteration 21Q: 3 clusters Score -335932.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -335940.625000 Penalty: 2810.101318
	Iteration 22Q: 3 clusters Score -335940.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -335941.218750 Penalty: 2810.101318
	Iteration 23Q: 3 clusters Score -335941.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -335944.656250 Penalty: 2810.101318
	Iteration 24Q: 3 clusters Score -335944.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -335947.093750 Penalty: 2810.101318
	Iteration 25Q: 3 clusters Score -335947.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -335950.156250 Penalty: 2810.101318
	Iteration 26Q: 3 clusters Score -335950.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -335950.781250 Penalty: 2810.101318
	Iteration 27Q: 3 clusters Score -335950.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -335952.406250 Penalty: 2810.101318
	Iteration 28Q: 3 clusters Score -335952.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -335952.125000 Penalty: 2810.101318
	Iteration 29Q: 3 clusters Score -335952.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -335953.937500 Penalty: 2810.101318
	Iteration 30Q: 3 clusters Score -335953.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -335953.656250 Penalty: 2810.101318
	Iteration 31Q: 3 clusters Score -335953.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -335955.062500 Penalty: 2810.101318
	Iteration 32Q: 3 clusters Score -335955.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -335954.125000 Penalty: 2810.101318
	Iteration 33Q: 3 clusters Score -335954.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -335955.093750 Penalty: 2810.101318
	Iteration 34Q: 3 clusters Score -335955.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -335955.187500 Penalty: 2810.101318
	Iteration 35Q: 3 clusters Score -335955.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -335955.187500 Penalty: 2810.101318
	Iteration 36F: 3 clusters Score -335955.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Entering Unmasked Estep 
Score: -441411.937500 Penalty: 1448.342529
	Iteration 0F: 2 clusters Score -441411.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -435822.593750 Penalty: 2896.685059
	Iteration 0F: 3 clusters Score -435822.6 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -437933.343750 Penalty: 2896.685059
	Iteration 1F: 3 clusters Score -437933.3 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -438577.843750 Penalty: 2896.685059
	Iteration 2F: 3 clusters Score -438577.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -439151.343750 Penalty: 2896.685059
	Iteration 3F: 3 clusters Score -439151.3 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -439583.625000 Penalty: 2896.685059
	Iteration 4F: 3 clusters Score -439583.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -439892.593750 Penalty: 2896.685059
	Iteration 5F: 3 clusters Score -439892.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -440135.718750 Penalty: 2896.685059
	Iteration 6Q: 3 clusters Score -440135.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -440373.906250 Penalty: 2896.685059
	Iteration 7Q: 3 clusters Score -440373.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -440579.250000 Penalty: 2896.685059
	Iteration 8Q: 3 clusters Score -440579.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -440729.093750 Penalty: 2896.685059
	Iteration 9Q: 3 clusters Score -440729.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -440820.718750 Penalty: 2896.685059
	Iteration 10Q: 3 clusters Score -440820.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -440871.062500 Penalty: 2896.685059
	Iteration 11Q: 3 clusters Score -440871.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -440895.781250 Penalty: 2896.685059
	Iteration 12Q: 3 clusters Score -440895.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -440905.750000 Penalty: 2896.685059
	Iteration 13Q: 3 clusters Score -440905.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -440909.250000 Penalty: 2896.685059
	Iteration 14Q: 3 clusters Score -440909.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -440910.718750 Penalty: 2896.685059
	Iteration 15Q: 3 clusters Score -440910.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -440912.625000 Penalty: 2896.685059
	Iteration 16Q: 3 clusters Score -440912.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -440912.375000 Penalty: 2896.685059
	Iteration 17Q: 3 clusters Score -440912.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -440913.500000 Penalty: 2896.685059
	Iteration 18Q: 3 clusters Score -440913.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -440914.125000 Penalty: 2896.685059
	Iteration 19Q: 3 clusters Score -440914.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -440914.125000 Penalty: 2896.685059
	Iteration 20F: 3 clusters Score -440914.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Entering Unmasked Estep 
Score: -2110336.000000 Penalty: 1688.441528
	Iteration 0F: 2 clusters Score -2110336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2088400.000000 Penalty: 3376.883057
	Iteration 0F: 3 clusters Score -2088400 nChanged 14994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2096960.625000 Penalty: 3376.883057
	Iteration 1F: 3 clusters Score -2096961 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2097554.250000 Penalty: 3376.883057
	Iteration 2Q: 3 clusters Score -2097554 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -2098297.250000 Penalty: 3376.883057
	Iteration 3F: 3 clusters Score -2098297 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -2099341.250000 Penalty: 3376.883057
	Iteration 4F: 3 clusters Score -2099341 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -2100925.250000 Penalty: 3376.883057
	Iteration 5F: 3 clusters Score -2100925 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -2103162.500000 Penalty: 3376.883057
	Iteration 6F: 3 clusters Score -2103162 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -2105583.250000 Penalty: 3376.883057
	Iteration 7F: 3 clusters Score -2105583 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -2107340.750000 Penalty: 3376.883057
	Iteration 8F: 3 clusters Score -2107341 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -2108226.750000 Penalty: 3376.883057
	Iteration 9Q: 3 clusters Score -2108227 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -2108569.750000 Penalty: 3376.883057
	Iteration 10Q: 3 clusters Score -2108570 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -2108689.500000 Penalty: 3376.883057
	Iteration 11Q: 3 clusters Score -2108690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -2108751.000000 Penalty: 3376.883057
	Iteration 12Q: 3 clusters Score -2108751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -2108778.000000 Penalty: 3376.883057
	Iteration 13Q: 3 clusters Score -2108778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -2108806.250000 Penalty: 3376.883057
	Iteration 14Q: 3 clusters Score -2108806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -2108805.750000 Penalty: 3376.883057
	Iteration 15Q: 3 clusters Score -2108806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -2108805.750000 Penalty: 3376.883057
	Iteration 16F: 3 clusters Score -2108806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Entering Unmasked Estep 
Score: -453265.531250 Penalty: 1454.630005
	Iteration 0F: 2 clusters Score -453265.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -447734.968750 Penalty: 2909.260010
	Iteration 0F: 3 clusters Score -447735 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -450009.250000 Penalty: 2909.260010
	Iteration 1F: 3 clusters Score -450009.2 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -450760.062500 Penalty: 2909.260010
	Iteration 2F: 3 clusters Score -450760.1 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -451460.656250 Penalty: 2909.260010
	Iteration 3F: 3 clusters Score -451460.7 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -451935.562500 Penalty: 2909.260010
	Iteration 4F: 3 clusters Score -451935.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -452259.281250 Penalty: 2909.260010
	Iteration 5F: 3 clusters Score -452259.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -452472.500000 Penalty: 2909.260010
	Iteration 6Q: 3 clusters Score -452472.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -452616.000000 Penalty: 2909.260010
	Iteration 7Q: 3 clusters Score -452616 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -452712.093750 Penalty: 2909.260010
	Iteration 8Q: 3 clusters Score -452712.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -452767.937500 Penalty: 2909.260010
	Iteration 9Q: 3 clusters Score -452767.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -452816.531250 Penalty: 2909.260010
	Iteration 10Q: 3 clusters Score -452816.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -452854.843750 Penalty: 2909.260010
	Iteration 11Q: 3 clusters Score -452854.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -452882.187500 Penalty: 2909.260010
	Iteration 12Q: 3 clusters Score -452882.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -452896.187500 Penalty: 2909.260010
	Iteration 13Q: 3 clusters Score -452896.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -452903.250000 Penalty: 2909.260010
	Iteration 14Q: 3 clusters Score -452903.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -452911.468750 Penalty: 2909.260010
	Iteration 15Q: 3 clusters Score -452911.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -452920.093750 Penalty: 2909.260010
	Iteration 16Q: 3 clusters Score -452920.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -452924.968750 Penalty: 2909.260010
	Iteration 17Q: 3 clusters Score -452925 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -452931.531250 Penalty: 2909.260010
	Iteration 18Q: 3 clusters Score -452931.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -452935.093750 Penalty: 2909.260010
	Iteration 19Q: 3 clusters Score -452935.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -452935.875000 Penalty: 2909.260010
	Iteration 20F: 3 clusters Score -452935.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -452935.468750 Penalty: 2909.260010
	Iteration 21Q: 3 clusters Score -452935.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -452937.500000 Penalty: 2909.260010
	Iteration 22Q: 3 clusters Score -452937.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -452937.906250 Penalty: 2909.260010
	Iteration 23Q: 3 clusters Score -452937.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -452939.343750 Penalty: 2909.260010
	Iteration 24Q: 3 clusters Score -452939.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -452940.093750 Penalty: 2909.260010
	Iteration 25Q: 3 clusters Score -452940.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -452940.250000 Penalty: 2909.260010
	Iteration 26Q: 3 clusters Score -452940.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -452940.343750 Penalty: 2909.260010
	Iteration 27Q: 3 clusters Score -452940.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -452941.093750 Penalty: 2909.260010
	Iteration 28Q: 3 clusters Score -452941.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -452943.062500 Penalty: 2909.260010
	Iteration 29Q: 3 clusters Score -452943.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -452942.093750 Penalty: 2909.260010
	Iteration 30Q: 3 clusters Score -452942.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -452943.562500 Penalty: 2909.260010
	Iteration 31Q: 3 clusters Score -452943.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -452944.031250 Penalty: 2909.260010
	Iteration 32Q: 3 clusters Score -452944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -452944.906250 Penalty: 2909.260010
	Iteration 33Q: 3 clusters Score -452944.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -452946.281250 Penalty: 2909.260010
	Iteration 34Q: 3 clusters Score -452946.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -452947.281250 Penalty: 2909.260010
	Iteration 35Q: 3 clusters Score -452947.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -452949.281250 Penalty: 2909.260010
	Iteration 36Q: 3 clusters Score -452949.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -452950.125000 Penalty: 2909.260010
	Iteration 37Q: 3 clusters Score -452950.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -452950.343750 Penalty: 2909.260010
	Iteration 38Q: 3 clusters Score -452950.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -452950.781250 Penalty: 2909.260010
	Iteration 39Q: 3 clusters Score -452950.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -452951.218750 Penalty: 2909.260010
	Iteration 40F: 3 clusters Score -452951.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -452952.500000 Penalty: 2909.260010
	Iteration 41Q: 3 clusters Score -452952.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -452952.500000 Penalty: 2909.260010
	Iteration 42Q: 3 clusters Score -452952.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -452953.343750 Penalty: 2909.260010
	Iteration 43Q: 3 clusters Score -452953.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -452954.687500 Penalty: 2909.260010
	Iteration 44Q: 3 clusters Score -452954.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -452954.843750 Penalty: 2909.260010
	Iteration 45Q: 3 clusters Score -452954.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -452954.406250 Penalty: 2909.260010
	Iteration 46Q: 3 clusters Score -452954.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -452955.531250 Penalty: 2909.260010
	Iteration 47Q: 3 clusters Score -452955.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -452956.906250 Penalty: 2909.260010
	Iteration 48Q: 3 clusters Score -452956.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -452957.906250 Penalty: 2909.260010
	Iteration 49Q: 3 clusters Score -452957.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -452958.812500 Penalty: 2909.260010
	Iteration 50Q: 3 clusters Score -452958.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -452958.562500 Penalty: 2909.260010
	Iteration 51Q: 3 clusters Score -452958.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -452958.906250 Penalty: 2909.260010
	Iteration 52Q: 3 clusters Score -452958.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -452958.468750 Penalty: 2909.260010
	Iteration 53Q: 3 clusters Score -452958.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -452959.843750 Penalty: 2909.260010
	Iteration 54Q: 3 clusters Score -452959.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -452960.781250 Penalty: 2909.260010
	Iteration 55Q: 3 clusters Score -452960.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -452960.781250 Penalty: 2909.260010
	Iteration 56F: 3 clusters Score -452960.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Entering Unmasked Estep 
Score: -162787.734375 Penalty: 1266.457886
	Iteration 0F: 2 clusters Score -162787.7 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 1184 members 
Entering Unmasked Estep 
Score: -160423.171875 Penalty: 2532.915771
	Iteration 0F: 3 clusters Score -160423.2 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -160949.984375 Penalty: 2532.915771
	Iteration 1F: 3 clusters Score -160950 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -161051.515625 Penalty: 2532.915771
	Iteration 2F: 3 clusters Score -161051.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -161102.359375 Penalty: 2532.915771
	Iteration 3Q: 3 clusters Score -161102.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -161140.218750 Penalty: 2532.915771
	Iteration 4Q: 3 clusters Score -161140.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -161165.218750 Penalty: 2532.915771
	Iteration 5Q: 3 clusters Score -161165.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -161194.453125 Penalty: 2532.915771
	Iteration 6Q: 3 clusters Score -161194.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -161218.890625 Penalty: 2532.915771
	Iteration 7Q: 3 clusters Score -161218.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -161237.125000 Penalty: 2532.915771
	Iteration 8Q: 3 clusters Score -161237.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -161251.531250 Penalty: 2532.915771
	Iteration 9Q: 3 clusters Score -161251.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -161264.062500 Penalty: 2532.915771
	Iteration 10Q: 3 clusters Score -161264.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -161274.765625 Penalty: 2532.915771
	Iteration 11Q: 3 clusters Score -161274.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -161283.734375 Penalty: 2532.915771
	Iteration 12Q: 3 clusters Score -161283.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -161287.875000 Penalty: 2532.915771
	Iteration 13Q: 3 clusters Score -161287.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -161291.484375 Penalty: 2532.915771
	Iteration 14Q: 3 clusters Score -161291.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -161292.390625 Penalty: 2532.915771
	Iteration 15Q: 3 clusters Score -161292.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -161292.859375 Penalty: 2532.915771
	Iteration 16Q: 3 clusters Score -161292.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -161293.062500 Penalty: 2532.915771
	Iteration 17Q: 3 clusters Score -161293.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -161293.546875 Penalty: 2532.915771
	Iteration 18Q: 3 clusters Score -161293.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -161294.000000 Penalty: 2532.915771
	Iteration 19Q: 3 clusters Score -161294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -161294.906250 Penalty: 2532.915771
	Iteration 20F: 3 clusters Score -161294.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -161294.765625 Penalty: 2532.915771
	Iteration 21Q: 3 clusters Score -161294.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -161295.625000 Penalty: 2532.915771
	Iteration 22Q: 3 clusters Score -161295.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -161296.437500 Penalty: 2532.915771
	Iteration 23Q: 3 clusters Score -161296.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -161296.281250 Penalty: 2532.915771
	Iteration 24Q: 3 clusters Score -161296.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -161296.281250 Penalty: 2532.915771
	Iteration 25F: 3 clusters Score -161296.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Entering Unmasked Estep 
Score: -291827.687500 Penalty: 1407.488281
	Iteration 0F: 2 clusters Score -291827.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -287433.468750 Penalty: 2814.976562
	Iteration 0F: 3 clusters Score -287433.5 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -288883.375000 Penalty: 2814.976562
	Iteration 1F: 3 clusters Score -288883.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -289231.625000 Penalty: 2814.976562
	Iteration 2F: 3 clusters Score -289231.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -289544.687500 Penalty: 2814.976562
	Iteration 3F: 3 clusters Score -289544.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -289768.843750 Penalty: 2814.976562
	Iteration 4F: 3 clusters Score -289768.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -289924.906250 Penalty: 2814.976562
	Iteration 5Q: 3 clusters Score -289924.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -290056.125000 Penalty: 2814.976562
	Iteration 6Q: 3 clusters Score -290056.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -290161.000000 Penalty: 2814.976562
	Iteration 7Q: 3 clusters Score -290161 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -290265.218750 Penalty: 2814.976562
	Iteration 8Q: 3 clusters Score -290265.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -290373.781250 Penalty: 2814.976562
	Iteration 9Q: 3 clusters Score -290373.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -290463.187500 Penalty: 2814.976562
	Iteration 10Q: 3 clusters Score -290463.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -290548.718750 Penalty: 2814.976562
	Iteration 11Q: 3 clusters Score -290548.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -290623.843750 Penalty: 2814.976562
	Iteration 12Q: 3 clusters Score -290623.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -290671.375000 Penalty: 2814.976562
	Iteration 13Q: 3 clusters Score -290671.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -290708.343750 Penalty: 2814.976562
	Iteration 14Q: 3 clusters Score -290708.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -290743.000000 Penalty: 2814.976562
	Iteration 15Q: 3 clusters Score -290743 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -290769.093750 Penalty: 2814.976562
	Iteration 16Q: 3 clusters Score -290769.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -290788.437500 Penalty: 2814.976562
	Iteration 17Q: 3 clusters Score -290788.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -290806.343750 Penalty: 2814.976562
	Iteration 18Q: 3 clusters Score -290806.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -290819.312500 Penalty: 2814.976562
	Iteration 19Q: 3 clusters Score -290819.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -290832.843750 Penalty: 2814.976562
	Iteration 20F: 3 clusters Score -290832.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -290844.625000 Penalty: 2814.976562
	Iteration 21Q: 3 clusters Score -290844.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -290856.093750 Penalty: 2814.976562
	Iteration 22Q: 3 clusters Score -290856.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -290862.437500 Penalty: 2814.976562
	Iteration 23Q: 3 clusters Score -290862.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -290868.156250 Penalty: 2814.976562
	Iteration 24Q: 3 clusters Score -290868.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -290873.500000 Penalty: 2814.976562
	Iteration 25Q: 3 clusters Score -290873.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -290879.125000 Penalty: 2814.976562
	Iteration 26Q: 3 clusters Score -290879.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -290883.562500 Penalty: 2814.976562
	Iteration 27Q: 3 clusters Score -290883.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -290884.093750 Penalty: 2814.976562
	Iteration 28Q: 3 clusters Score -290884.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -290887.312500 Penalty: 2814.976562
	Iteration 29Q: 3 clusters Score -290887.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -290888.031250 Penalty: 2814.976562
	Iteration 30Q: 3 clusters Score -290888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -290888.562500 Penalty: 2814.976562
	Iteration 31Q: 3 clusters Score -290888.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -290890.250000 Penalty: 2814.976562
	Iteration 32Q: 3 clusters Score -290890.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -290891.343750 Penalty: 2814.976562
	Iteration 33Q: 3 clusters Score -290891.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -290891.406250 Penalty: 2814.976562
	Iteration 34Q: 3 clusters Score -290891.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -290892.937500 Penalty: 2814.976562
	Iteration 35Q: 3 clusters Score -290892.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -290895.531250 Penalty: 2814.976562
	Iteration 36Q: 3 clusters Score -290895.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -290897.093750 Penalty: 2814.976562
	Iteration 37Q: 3 clusters Score -290897.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -290899.937500 Penalty: 2814.976562
	Iteration 38Q: 3 clusters Score -290899.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -290903.437500 Penalty: 2814.976562
	Iteration 39Q: 3 clusters Score -290903.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -290908.156250 Penalty: 2814.976562
	Iteration 40F: 3 clusters Score -290908.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -290909.062500 Penalty: 2814.976562
	Iteration 41Q: 3 clusters Score -290909.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -290910.812500 Penalty: 2814.976562
	Iteration 42Q: 3 clusters Score -290910.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -290910.812500 Penalty: 2814.976562
	Iteration 43Q: 3 clusters Score -290910.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -290913.500000 Penalty: 2814.976562
	Iteration 44Q: 3 clusters Score -290913.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -290916.750000 Penalty: 2814.976562
	Iteration 45Q: 3 clusters Score -290916.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -290918.593750 Penalty: 2814.976562
	Iteration 46Q: 3 clusters Score -290918.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -290919.531250 Penalty: 2814.976562
	Iteration 47Q: 3 clusters Score -290919.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -290920.968750 Penalty: 2814.976562
	Iteration 48Q: 3 clusters Score -290921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -290922.031250 Penalty: 2814.976562
	Iteration 49Q: 3 clusters Score -290922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -290922.812500 Penalty: 2814.976562
	Iteration 50Q: 3 clusters Score -290922.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -290922.812500 Penalty: 2814.976562
	Iteration 51F: 3 clusters Score -290922.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Entering Unmasked Estep 
Score: -89050.812500 Penalty: 1191.616211
	Iteration 0F: 2 clusters Score -89050.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -87257.054688 Penalty: 2383.232422
	Iteration 0F: 3 clusters Score -87257.05 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -87581.898438 Penalty: 2383.232422
	Iteration 1F: 3 clusters Score -87581.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -87674.000000 Penalty: 2383.232422
	Iteration 2F: 3 clusters Score -87674 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -87729.046875 Penalty: 2383.232422
	Iteration 3Q: 3 clusters Score -87729.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -87753.242188 Penalty: 2383.232422
	Iteration 4Q: 3 clusters Score -87753.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -87771.007812 Penalty: 2383.232422
	Iteration 5Q: 3 clusters Score -87771.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -87786.085938 Penalty: 2383.232422
	Iteration 6Q: 3 clusters Score -87786.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -87800.351562 Penalty: 2383.232422
	Iteration 7Q: 3 clusters Score -87800.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -87811.734375 Penalty: 2383.232422
	Iteration 8Q: 3 clusters Score -87811.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -87820.023438 Penalty: 2383.232422
	Iteration 9Q: 3 clusters Score -87820.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -87827.515625 Penalty: 2383.232422
	Iteration 10Q: 3 clusters Score -87827.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -87833.992188 Penalty: 2383.232422
	Iteration 11Q: 3 clusters Score -87833.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -87840.921875 Penalty: 2383.232422
	Iteration 12Q: 3 clusters Score -87840.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -87843.656250 Penalty: 2383.232422
	Iteration 13Q: 3 clusters Score -87843.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -87845.296875 Penalty: 2383.232422
	Iteration 14Q: 3 clusters Score -87845.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -87846.789062 Penalty: 2383.232422
	Iteration 15Q: 3 clusters Score -87846.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -87848.492188 Penalty: 2383.232422
	Iteration 16Q: 3 clusters Score -87848.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -87850.187500 Penalty: 2383.232422
	Iteration 17Q: 3 clusters Score -87850.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -87852.304688 Penalty: 2383.232422
	Iteration 18Q: 3 clusters Score -87852.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -87854.453125 Penalty: 2383.232422
	Iteration 19Q: 3 clusters Score -87854.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -87856.757812 Penalty: 2383.232422
	Iteration 20F: 3 clusters Score -87856.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -87858.101562 Penalty: 2383.232422
	Iteration 21Q: 3 clusters Score -87858.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -87858.695312 Penalty: 2383.232422
	Iteration 22Q: 3 clusters Score -87858.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -87859.421875 Penalty: 2383.232422
	Iteration 23Q: 3 clusters Score -87859.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -87859.460938 Penalty: 2383.232422
	Iteration 24Q: 3 clusters Score -87859.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -87859.460938 Penalty: 2383.232422
	Iteration 25F: 3 clusters Score -87859.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48789 members 
Entering Unmasked Estep 
Score: -2993671.250000 Penalty: 1754.229858
	Iteration 0F: 2 clusters Score -2993671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -2961133.500000 Penalty: 3508.459717
	Iteration 0F: 3 clusters Score -2961134 nChanged 22826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -2973948.500000 Penalty: 3508.459717
	Iteration 1F: 3 clusters Score -2973948 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -2974283.500000 Penalty: 3508.459717
	Iteration 2Q: 3 clusters Score -2974284 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -2974608.000000 Penalty: 3508.459717
	Iteration 3Q: 3 clusters Score -2974608 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -2974957.250000 Penalty: 3508.459717
	Iteration 4Q: 3 clusters Score -2974957 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -2975391.000000 Penalty: 3508.459717
	Iteration 5Q: 3 clusters Score -2975391 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -2975915.750000 Penalty: 3508.459717
	Iteration 6Q: 3 clusters Score -2975916 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -2976649.750000 Penalty: 3508.459717
	Iteration 7Q: 3 clusters Score -2976650 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -2977686.500000 Penalty: 3508.459717
	Iteration 8Q: 3 clusters Score -2977686 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -2978971.250000 Penalty: 3508.459717
	Iteration 9Q: 3 clusters Score -2978971 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -2980735.000000 Penalty: 3508.459717
	Iteration 10F: 3 clusters Score -2980735 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -2982932.750000 Penalty: 3508.459717
	Iteration 11F: 3 clusters Score -2982933 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -2985236.000000 Penalty: 3508.459717
	Iteration 12F: 3 clusters Score -2985236 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -2987493.750000 Penalty: 3508.459717
	Iteration 13F: 3 clusters Score -2987494 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -2989272.250000 Penalty: 3508.459717
	Iteration 14Q: 3 clusters Score -2989272 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -2990470.250000 Penalty: 3508.459717
	Iteration 15Q: 3 clusters Score -2990470 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -2991209.250000 Penalty: 3508.459717
	Iteration 16Q: 3 clusters Score -2991209 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -2991628.000000 Penalty: 3508.459717
	Iteration 17Q: 3 clusters Score -2991628 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -2991842.750000 Penalty: 3508.459717
	Iteration 18Q: 3 clusters Score -2991843 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -2991953.250000 Penalty: 3508.459717
	Iteration 19Q: 3 clusters Score -2991953 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -2992031.250000 Penalty: 3508.459717
	Iteration 20F: 3 clusters Score -2992031 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -2992083.250000 Penalty: 3508.459717
	Iteration 21Q: 3 clusters Score -2992083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -2992105.000000 Penalty: 3508.459717
	Iteration 22Q: 3 clusters Score -2992105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -2992126.500000 Penalty: 3508.459717
	Iteration 23Q: 3 clusters Score -2992126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 48526 members 
Entering Unmasked Estep 
Score: -2992131.750000 Penalty: 3508.459717
	Iteration 24Q: 3 clusters Score -2992132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -2992140.250000 Penalty: 3508.459717
	Iteration 25Q: 3 clusters Score -2992140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -2992145.500000 Penalty: 3508.459717
	Iteration 26Q: 3 clusters Score -2992146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
Score: -2992154.750000 Penalty: 3508.459717
	Iteration 27Q: 3 clusters Score -2992155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -2992157.000000 Penalty: 3508.459717
	Iteration 28Q: 3 clusters Score -2992157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -2992156.750000 Penalty: 3508.459717
	Iteration 29Q: 3 clusters Score -2992157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 48546 members 
Entering Unmasked Estep 
Score: -2992154.500000 Penalty: 3508.459717
	Iteration 30Q: 3 clusters Score -2992154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -2992160.500000 Penalty: 3508.459717
	Iteration 31Q: 3 clusters Score -2992160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 48550 members 
Entering Unmasked Estep 
Score: -2992162.000000 Penalty: 3508.459717
	Iteration 32Q: 3 clusters Score -2992162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -2992163.750000 Penalty: 3508.459717
	Iteration 33Q: 3 clusters Score -2992164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -2992166.250000 Penalty: 3508.459717
	Iteration 34Q: 3 clusters Score -2992166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -2992166.250000 Penalty: 3508.459717
	Iteration 35F: 3 clusters Score -2992166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Entering Unmasked Estep 
Score: -425352.468750 Penalty: 1425.800781
	Iteration 0F: 2 clusters Score -425352.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -420451.687500 Penalty: 2851.601562
	Iteration 0F: 3 clusters Score -420451.7 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -421893.187500 Penalty: 2851.601562
	Iteration 1F: 3 clusters Score -421893.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -422089.375000 Penalty: 2851.601562
	Iteration 2F: 3 clusters Score -422089.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -422241.093750 Penalty: 2851.601562
	Iteration 3F: 3 clusters Score -422241.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -422379.750000 Penalty: 2851.601562
	Iteration 4Q: 3 clusters Score -422379.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -422495.687500 Penalty: 2851.601562
	Iteration 5Q: 3 clusters Score -422495.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -422630.500000 Penalty: 2851.601562
	Iteration 6Q: 3 clusters Score -422630.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -422782.062500 Penalty: 2851.601562
	Iteration 7Q: 3 clusters Score -422782.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -422957.375000 Penalty: 2851.601562
	Iteration 8Q: 3 clusters Score -422957.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -423138.468750 Penalty: 2851.601562
	Iteration 9Q: 3 clusters Score -423138.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -423335.812500 Penalty: 2851.601562
	Iteration 10Q: 3 clusters Score -423335.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -423510.500000 Penalty: 2851.601562
	Iteration 11Q: 3 clusters Score -423510.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -423663.468750 Penalty: 2851.601562
	Iteration 12Q: 3 clusters Score -423663.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -423779.687500 Penalty: 2851.601562
	Iteration 13Q: 3 clusters Score -423779.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -423854.781250 Penalty: 2851.601562
	Iteration 14Q: 3 clusters Score -423854.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -423903.531250 Penalty: 2851.601562
	Iteration 15Q: 3 clusters Score -423903.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -423958.406250 Penalty: 2851.601562
	Iteration 16Q: 3 clusters Score -423958.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -424006.031250 Penalty: 2851.601562
	Iteration 17Q: 3 clusters Score -424006 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -424045.250000 Penalty: 2851.601562
	Iteration 18Q: 3 clusters Score -424045.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -424087.750000 Penalty: 2851.601562
	Iteration 19Q: 3 clusters Score -424087.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -424111.218750 Penalty: 2851.601562
	Iteration 20F: 3 clusters Score -424111.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -424120.937500 Penalty: 2851.601562
	Iteration 21Q: 3 clusters Score -424120.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -424135.000000 Penalty: 2851.601562
	Iteration 22Q: 3 clusters Score -424135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -424147.093750 Penalty: 2851.601562
	Iteration 23Q: 3 clusters Score -424147.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -424156.781250 Penalty: 2851.601562
	Iteration 24Q: 3 clusters Score -424156.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -424167.906250 Penalty: 2851.601562
	Iteration 25Q: 3 clusters Score -424167.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -424172.781250 Penalty: 2851.601562
	Iteration 26Q: 3 clusters Score -424172.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -424174.750000 Penalty: 2851.601562
	Iteration 27Q: 3 clusters Score -424174.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -424177.562500 Penalty: 2851.601562
	Iteration 28Q: 3 clusters Score -424177.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -424179.312500 Penalty: 2851.601562
	Iteration 29Q: 3 clusters Score -424179.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -424181.968750 Penalty: 2851.601562
	Iteration 30Q: 3 clusters Score -424182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -424183.000000 Penalty: 2851.601562
	Iteration 31Q: 3 clusters Score -424183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -424184.156250 Penalty: 2851.601562
	Iteration 32Q: 3 clusters Score -424184.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -424184.156250 Penalty: 2851.601562
	Iteration 33F: 3 clusters Score -424184.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Entering Unmasked Estep 
Score: -447647.562500 Penalty: 1436.735229
	Iteration 0F: 2 clusters Score -447647.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -442416.656250 Penalty: 2873.470459
	Iteration 0F: 3 clusters Score -442416.7 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -443994.156250 Penalty: 2873.470459
	Iteration 1F: 3 clusters Score -443994.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -444166.531250 Penalty: 2873.470459
	Iteration 2F: 3 clusters Score -444166.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -444272.218750 Penalty: 2873.470459
	Iteration 3Q: 3 clusters Score -444272.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -444355.656250 Penalty: 2873.470459
	Iteration 4Q: 3 clusters Score -444355.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -444422.312500 Penalty: 2873.470459
	Iteration 5Q: 3 clusters Score -444422.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -444477.812500 Penalty: 2873.470459
	Iteration 6Q: 3 clusters Score -444477.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -444517.062500 Penalty: 2873.470459
	Iteration 7Q: 3 clusters Score -444517.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -444554.812500 Penalty: 2873.470459
	Iteration 8Q: 3 clusters Score -444554.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -444586.531250 Penalty: 2873.470459
	Iteration 9Q: 3 clusters Score -444586.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -444622.656250 Penalty: 2873.470459
	Iteration 10Q: 3 clusters Score -444622.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -444658.250000 Penalty: 2873.470459
	Iteration 11Q: 3 clusters Score -444658.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -444699.750000 Penalty: 2873.470459
	Iteration 12Q: 3 clusters Score -444699.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -444757.937500 Penalty: 2873.470459
	Iteration 13Q: 3 clusters Score -444757.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -444828.531250 Penalty: 2873.470459
	Iteration 14Q: 3 clusters Score -444828.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -444905.187500 Penalty: 2873.470459
	Iteration 15Q: 3 clusters Score -444905.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -444998.187500 Penalty: 2873.470459
	Iteration 16Q: 3 clusters Score -444998.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -445094.750000 Penalty: 2873.470459
	Iteration 17Q: 3 clusters Score -445094.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -445223.031250 Penalty: 2873.470459
	Iteration 18Q: 3 clusters Score -445223 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -445349.250000 Penalty: 2873.470459
	Iteration 19Q: 3 clusters Score -445349.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -445455.875000 Penalty: 2873.470459
	Iteration 20F: 3 clusters Score -445455.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -445564.593750 Penalty: 2873.470459
	Iteration 21Q: 3 clusters Score -445564.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -445660.250000 Penalty: 2873.470459
	Iteration 22Q: 3 clusters Score -445660.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -445741.343750 Penalty: 2873.470459
	Iteration 23Q: 3 clusters Score -445741.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -445800.312500 Penalty: 2873.470459
	Iteration 24Q: 3 clusters Score -445800.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -445850.062500 Penalty: 2873.470459
	Iteration 25Q: 3 clusters Score -445850.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -445896.343750 Penalty: 2873.470459
	Iteration 26Q: 3 clusters Score -445896.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -445939.812500 Penalty: 2873.470459
	Iteration 27Q: 3 clusters Score -445939.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -445979.531250 Penalty: 2873.470459
	Iteration 28Q: 3 clusters Score -445979.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -446026.906250 Penalty: 2873.470459
	Iteration 29Q: 3 clusters Score -446026.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -446055.156250 Penalty: 2873.470459
	Iteration 30Q: 3 clusters Score -446055.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -446089.125000 Penalty: 2873.470459
	Iteration 31Q: 3 clusters Score -446089.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -446121.781250 Penalty: 2873.470459
	Iteration 32Q: 3 clusters Score -446121.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -446147.343750 Penalty: 2873.470459
	Iteration 33Q: 3 clusters Score -446147.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -446165.062500 Penalty: 2873.470459
	Iteration 34Q: 3 clusters Score -446165.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -446188.718750 Penalty: 2873.470459
	Iteration 35Q: 3 clusters Score -446188.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -446211.312500 Penalty: 2873.470459
	Iteration 36Q: 3 clusters Score -446211.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -446228.906250 Penalty: 2873.470459
	Iteration 37Q: 3 clusters Score -446228.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -446242.250000 Penalty: 2873.470459
	Iteration 38Q: 3 clusters Score -446242.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -446252.562500 Penalty: 2873.470459
	Iteration 39Q: 3 clusters Score -446252.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -446264.031250 Penalty: 2873.470459
	Iteration 40F: 3 clusters Score -446264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -446273.593750 Penalty: 2873.470459
	Iteration 41Q: 3 clusters Score -446273.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -446282.187500 Penalty: 2873.470459
	Iteration 42Q: 3 clusters Score -446282.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -446290.531250 Penalty: 2873.470459
	Iteration 43Q: 3 clusters Score -446290.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -446295.093750 Penalty: 2873.470459
	Iteration 44Q: 3 clusters Score -446295.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -446297.093750 Penalty: 2873.470459
	Iteration 45Q: 3 clusters Score -446297.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -446299.156250 Penalty: 2873.470459
	Iteration 46Q: 3 clusters Score -446299.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -446301.343750 Penalty: 2873.470459
	Iteration 47Q: 3 clusters Score -446301.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -446305.343750 Penalty: 2873.470459
	Iteration 48Q: 3 clusters Score -446305.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -446307.312500 Penalty: 2873.470459
	Iteration 49Q: 3 clusters Score -446307.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -446312.375000 Penalty: 2873.470459
	Iteration 50Q: 3 clusters Score -446312.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -446315.218750 Penalty: 2873.470459
	Iteration 51Q: 3 clusters Score -446315.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -446316.593750 Penalty: 2873.470459
	Iteration 52Q: 3 clusters Score -446316.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -446325.437500 Penalty: 2873.470459
	Iteration 53Q: 3 clusters Score -446325.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -446330.000000 Penalty: 2873.470459
	Iteration 54Q: 3 clusters Score -446330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -446336.562500 Penalty: 2873.470459
	Iteration 55Q: 3 clusters Score -446336.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -446338.531250 Penalty: 2873.470459
	Iteration 56Q: 3 clusters Score -446338.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -446343.500000 Penalty: 2873.470459
	Iteration 57Q: 3 clusters Score -446343.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -446350.156250 Penalty: 2873.470459
	Iteration 58Q: 3 clusters Score -446350.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -446356.125000 Penalty: 2873.470459
	Iteration 59Q: 3 clusters Score -446356.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -446366.250000 Penalty: 2873.470459
	Iteration 60F: 3 clusters Score -446366.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -446374.468750 Penalty: 2873.470459
	Iteration 61Q: 3 clusters Score -446374.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -446380.656250 Penalty: 2873.470459
	Iteration 62Q: 3 clusters Score -446380.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -446389.406250 Penalty: 2873.470459
	Iteration 63Q: 3 clusters Score -446389.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -446394.031250 Penalty: 2873.470459
	Iteration 64Q: 3 clusters Score -446394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -446398.406250 Penalty: 2873.470459
	Iteration 65Q: 3 clusters Score -446398.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -446402.750000 Penalty: 2873.470459
	Iteration 66Q: 3 clusters Score -446402.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -446405.406250 Penalty: 2873.470459
	Iteration 67Q: 3 clusters Score -446405.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -446405.406250 Penalty: 2873.470459
	Iteration 68F: 3 clusters Score -446405.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Entering Unmasked Estep 
Score: -327999.343750 Penalty: 1405.449951
	Iteration 0F: 2 clusters Score -327999.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -323627.031250 Penalty: 2810.899902
	Iteration 0F: 3 clusters Score -323627 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -325041.125000 Penalty: 2810.899902
	Iteration 1F: 3 clusters Score -325041.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -325369.500000 Penalty: 2810.899902
	Iteration 2F: 3 clusters Score -325369.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -325677.906250 Penalty: 2810.899902
	Iteration 3F: 3 clusters Score -325677.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -325947.125000 Penalty: 2810.899902
	Iteration 4F: 3 clusters Score -325947.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -326194.968750 Penalty: 2810.899902
	Iteration 5F: 3 clusters Score -326195 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -326390.843750 Penalty: 2810.899902
	Iteration 6Q: 3 clusters Score -326390.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -326582.656250 Penalty: 2810.899902
	Iteration 7Q: 3 clusters Score -326582.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -326740.593750 Penalty: 2810.899902
	Iteration 8Q: 3 clusters Score -326740.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -326874.656250 Penalty: 2810.899902
	Iteration 9Q: 3 clusters Score -326874.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -326966.843750 Penalty: 2810.899902
	Iteration 10Q: 3 clusters Score -326966.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -327044.750000 Penalty: 2810.899902
	Iteration 11Q: 3 clusters Score -327044.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -327114.281250 Penalty: 2810.899902
	Iteration 12Q: 3 clusters Score -327114.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -327165.968750 Penalty: 2810.899902
	Iteration 13Q: 3 clusters Score -327166 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -327197.687500 Penalty: 2810.899902
	Iteration 14Q: 3 clusters Score -327197.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -327222.031250 Penalty: 2810.899902
	Iteration 15Q: 3 clusters Score -327222 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -327243.218750 Penalty: 2810.899902
	Iteration 16Q: 3 clusters Score -327243.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -327252.375000 Penalty: 2810.899902
	Iteration 17Q: 3 clusters Score -327252.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -327262.406250 Penalty: 2810.899902
	Iteration 18Q: 3 clusters Score -327262.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -327271.656250 Penalty: 2810.899902
	Iteration 19Q: 3 clusters Score -327271.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -327279.593750 Penalty: 2810.899902
	Iteration 20F: 3 clusters Score -327279.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -327286.125000 Penalty: 2810.899902
	Iteration 21Q: 3 clusters Score -327286.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -327290.750000 Penalty: 2810.899902
	Iteration 22Q: 3 clusters Score -327290.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -327296.062500 Penalty: 2810.899902
	Iteration 23Q: 3 clusters Score -327296.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -327303.625000 Penalty: 2810.899902
	Iteration 24Q: 3 clusters Score -327303.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -327309.000000 Penalty: 2810.899902
	Iteration 25Q: 3 clusters Score -327309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -327313.125000 Penalty: 2810.899902
	Iteration 26Q: 3 clusters Score -327313.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -327315.656250 Penalty: 2810.899902
	Iteration 27Q: 3 clusters Score -327315.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -327316.812500 Penalty: 2810.899902
	Iteration 28Q: 3 clusters Score -327316.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -327318.593750 Penalty: 2810.899902
	Iteration 29Q: 3 clusters Score -327318.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -327320.406250 Penalty: 2810.899902
	Iteration 30Q: 3 clusters Score -327320.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -327323.843750 Penalty: 2810.899902
	Iteration 31Q: 3 clusters Score -327323.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -327325.531250 Penalty: 2810.899902
	Iteration 32Q: 3 clusters Score -327325.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -327326.937500 Penalty: 2810.899902
	Iteration 33Q: 3 clusters Score -327326.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -327327.875000 Penalty: 2810.899902
	Iteration 34Q: 3 clusters Score -327327.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -327329.437500 Penalty: 2810.899902
	Iteration 35Q: 3 clusters Score -327329.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -327330.187500 Penalty: 2810.899902
	Iteration 36Q: 3 clusters Score -327330.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -327331.625000 Penalty: 2810.899902
	Iteration 37Q: 3 clusters Score -327331.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -327332.375000 Penalty: 2810.899902
	Iteration 38Q: 3 clusters Score -327332.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -327332.718750 Penalty: 2810.899902
	Iteration 39Q: 3 clusters Score -327332.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -327333.093750 Penalty: 2810.899902
	Iteration 40F: 3 clusters Score -327333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -327333.031250 Penalty: 2810.899902
	Iteration 41Q: 3 clusters Score -327333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -327333.937500 Penalty: 2810.899902
	Iteration 42Q: 3 clusters Score -327333.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -327334.593750 Penalty: 2810.899902
	Iteration 43Q: 3 clusters Score -327334.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -327337.093750 Penalty: 2810.899902
	Iteration 44Q: 3 clusters Score -327337.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -327338.812500 Penalty: 2810.899902
	Iteration 45Q: 3 clusters Score -327338.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -327341.250000 Penalty: 2810.899902
	Iteration 46Q: 3 clusters Score -327341.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -327342.781250 Penalty: 2810.899902
	Iteration 47Q: 3 clusters Score -327342.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -327344.218750 Penalty: 2810.899902
	Iteration 48Q: 3 clusters Score -327344.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -327347.031250 Penalty: 2810.899902
	Iteration 49Q: 3 clusters Score -327347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -327348.812500 Penalty: 2810.899902
	Iteration 50Q: 3 clusters Score -327348.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -327350.593750 Penalty: 2810.899902
	Iteration 51Q: 3 clusters Score -327350.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -327352.312500 Penalty: 2810.899902
	Iteration 52Q: 3 clusters Score -327352.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -327355.375000 Penalty: 2810.899902
	Iteration 53Q: 3 clusters Score -327355.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -327356.906250 Penalty: 2810.899902
	Iteration 54Q: 3 clusters Score -327356.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -327358.687500 Penalty: 2810.899902
	Iteration 55Q: 3 clusters Score -327358.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -327360.593750 Penalty: 2810.899902
	Iteration 56Q: 3 clusters Score -327360.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -327362.656250 Penalty: 2810.899902
	Iteration 57Q: 3 clusters Score -327362.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -327363.687500 Penalty: 2810.899902
	Iteration 58Q: 3 clusters Score -327363.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -327364.875000 Penalty: 2810.899902
	Iteration 59Q: 3 clusters Score -327364.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -327367.187500 Penalty: 2810.899902
	Iteration 60F: 3 clusters Score -327367.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -327368.406250 Penalty: 2810.899902
	Iteration 61Q: 3 clusters Score -327368.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -327369.937500 Penalty: 2810.899902
	Iteration 62Q: 3 clusters Score -327369.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -327371.843750 Penalty: 2810.899902
	Iteration 63Q: 3 clusters Score -327371.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -327372.343750 Penalty: 2810.899902
	Iteration 64Q: 3 clusters Score -327372.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -327371.937500 Penalty: 2810.899902
	Iteration 65Q: 3 clusters Score -327371.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -327372.250000 Penalty: 2810.899902
	Iteration 66Q: 3 clusters Score -327372.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -327372.812500 Penalty: 2810.899902
	Iteration 67Q: 3 clusters Score -327372.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -327372.500000 Penalty: 2810.899902
	Iteration 68Q: 3 clusters Score -327372.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -327372.500000 Penalty: 2810.899902
	Iteration 69F: 3 clusters Score -327372.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Entering Unmasked Estep 
Score: -270440.218750 Penalty: 1361.077271
	Iteration 0F: 2 clusters Score -270440.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -266870.593750 Penalty: 2722.154541
	Iteration 0F: 3 clusters Score -266870.6 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -267747.593750 Penalty: 2722.154541
	Iteration 1F: 3 clusters Score -267747.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -267927.843750 Penalty: 2722.154541
	Iteration 2F: 3 clusters Score -267927.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -268080.187500 Penalty: 2722.154541
	Iteration 3F: 3 clusters Score -268080.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -268198.781250 Penalty: 2722.154541
	Iteration 4Q: 3 clusters Score -268198.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -268315.156250 Penalty: 2722.154541
	Iteration 5Q: 3 clusters Score -268315.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -268445.093750 Penalty: 2722.154541
	Iteration 6Q: 3 clusters Score -268445.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -268591.687500 Penalty: 2722.154541
	Iteration 7Q: 3 clusters Score -268591.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -268732.156250 Penalty: 2722.154541
	Iteration 8Q: 3 clusters Score -268732.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -268855.875000 Penalty: 2722.154541
	Iteration 9Q: 3 clusters Score -268855.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -268980.281250 Penalty: 2722.154541
	Iteration 10Q: 3 clusters Score -268980.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -269102.500000 Penalty: 2722.154541
	Iteration 11Q: 3 clusters Score -269102.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -269220.625000 Penalty: 2722.154541
	Iteration 12Q: 3 clusters Score -269220.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -269317.093750 Penalty: 2722.154541
	Iteration 13Q: 3 clusters Score -269317.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -269396.656250 Penalty: 2722.154541
	Iteration 14Q: 3 clusters Score -269396.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -269460.968750 Penalty: 2722.154541
	Iteration 15Q: 3 clusters Score -269461 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -269507.156250 Penalty: 2722.154541
	Iteration 16Q: 3 clusters Score -269507.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -269539.062500 Penalty: 2722.154541
	Iteration 17Q: 3 clusters Score -269539.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -269558.437500 Penalty: 2722.154541
	Iteration 18Q: 3 clusters Score -269558.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -269575.906250 Penalty: 2722.154541
	Iteration 19Q: 3 clusters Score -269575.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -269587.250000 Penalty: 2722.154541
	Iteration 20F: 3 clusters Score -269587.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -269594.968750 Penalty: 2722.154541
	Iteration 21Q: 3 clusters Score -269595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -269604.781250 Penalty: 2722.154541
	Iteration 22Q: 3 clusters Score -269604.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -269609.625000 Penalty: 2722.154541
	Iteration 23Q: 3 clusters Score -269609.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -269611.375000 Penalty: 2722.154541
	Iteration 24Q: 3 clusters Score -269611.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -269612.781250 Penalty: 2722.154541
	Iteration 25Q: 3 clusters Score -269612.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -269614.812500 Penalty: 2722.154541
	Iteration 26Q: 3 clusters Score -269614.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -269617.781250 Penalty: 2722.154541
	Iteration 27Q: 3 clusters Score -269617.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -269621.718750 Penalty: 2722.154541
	Iteration 28Q: 3 clusters Score -269621.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -269627.000000 Penalty: 2722.154541
	Iteration 29Q: 3 clusters Score -269627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -269632.375000 Penalty: 2722.154541
	Iteration 30Q: 3 clusters Score -269632.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -269639.031250 Penalty: 2722.154541
	Iteration 31Q: 3 clusters Score -269639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -269648.656250 Penalty: 2722.154541
	Iteration 32Q: 3 clusters Score -269648.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -269658.812500 Penalty: 2722.154541
	Iteration 33Q: 3 clusters Score -269658.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -269667.593750 Penalty: 2722.154541
	Iteration 34Q: 3 clusters Score -269667.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -269673.062500 Penalty: 2722.154541
	Iteration 35Q: 3 clusters Score -269673.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -269678.218750 Penalty: 2722.154541
	Iteration 36Q: 3 clusters Score -269678.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -269680.531250 Penalty: 2722.154541
	Iteration 37Q: 3 clusters Score -269680.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -269681.437500 Penalty: 2722.154541
	Iteration 38Q: 3 clusters Score -269681.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -269683.343750 Penalty: 2722.154541
	Iteration 39Q: 3 clusters Score -269683.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -269683.656250 Penalty: 2722.154541
	Iteration 40F: 3 clusters Score -269683.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -269684.062500 Penalty: 2722.154541
	Iteration 41Q: 3 clusters Score -269684.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -269684.156250 Penalty: 2722.154541
	Iteration 42Q: 3 clusters Score -269684.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -269684.156250 Penalty: 2722.154541
	Iteration 43F: 3 clusters Score -269684.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Entering Unmasked Estep 
Score: -494154.281250 Penalty: 1458.581055
	Iteration 0F: 2 clusters Score -494154.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -488366.375000 Penalty: 2917.162109
	Iteration 0F: 3 clusters Score -488366.4 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -490155.906250 Penalty: 2917.162109
	Iteration 1F: 3 clusters Score -490155.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -490393.937500 Penalty: 2917.162109
	Iteration 2F: 3 clusters Score -490393.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -490563.000000 Penalty: 2917.162109
	Iteration 3Q: 3 clusters Score -490563 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -490682.906250 Penalty: 2917.162109
	Iteration 4Q: 3 clusters Score -490682.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -490772.812500 Penalty: 2917.162109
	Iteration 5Q: 3 clusters Score -490772.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -490861.750000 Penalty: 2917.162109
	Iteration 6Q: 3 clusters Score -490861.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -490961.375000 Penalty: 2917.162109
	Iteration 7Q: 3 clusters Score -490961.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -491083.781250 Penalty: 2917.162109
	Iteration 8Q: 3 clusters Score -491083.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -491212.406250 Penalty: 2917.162109
	Iteration 9Q: 3 clusters Score -491212.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -491364.000000 Penalty: 2917.162109
	Iteration 10Q: 3 clusters Score -491364 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -491517.562500 Penalty: 2917.162109
	Iteration 11Q: 3 clusters Score -491517.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -491679.500000 Penalty: 2917.162109
	Iteration 12Q: 3 clusters Score -491679.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -491839.750000 Penalty: 2917.162109
	Iteration 13Q: 3 clusters Score -491839.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -491964.156250 Penalty: 2917.162109
	Iteration 14Q: 3 clusters Score -491964.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -492052.625000 Penalty: 2917.162109
	Iteration 15Q: 3 clusters Score -492052.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -492103.000000 Penalty: 2917.162109
	Iteration 16Q: 3 clusters Score -492103 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -492151.500000 Penalty: 2917.162109
	Iteration 17Q: 3 clusters Score -492151.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -492182.843750 Penalty: 2917.162109
	Iteration 18Q: 3 clusters Score -492182.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -492201.687500 Penalty: 2917.162109
	Iteration 19Q: 3 clusters Score -492201.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -492219.656250 Penalty: 2917.162109
	Iteration 20F: 3 clusters Score -492219.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -492240.531250 Penalty: 2917.162109
	Iteration 21Q: 3 clusters Score -492240.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -492258.375000 Penalty: 2917.162109
	Iteration 22Q: 3 clusters Score -492258.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -492274.562500 Penalty: 2917.162109
	Iteration 23Q: 3 clusters Score -492274.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -492291.781250 Penalty: 2917.162109
	Iteration 24Q: 3 clusters Score -492291.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -492307.562500 Penalty: 2917.162109
	Iteration 25Q: 3 clusters Score -492307.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -492319.875000 Penalty: 2917.162109
	Iteration 26Q: 3 clusters Score -492319.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -492331.562500 Penalty: 2917.162109
	Iteration 27Q: 3 clusters Score -492331.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -492342.093750 Penalty: 2917.162109
	Iteration 28Q: 3 clusters Score -492342.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -492356.781250 Penalty: 2917.162109
	Iteration 29Q: 3 clusters Score -492356.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -492370.781250 Penalty: 2917.162109
	Iteration 30Q: 3 clusters Score -492370.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -492388.468750 Penalty: 2917.162109
	Iteration 31Q: 3 clusters Score -492388.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -492405.562500 Penalty: 2917.162109
	Iteration 32Q: 3 clusters Score -492405.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -492420.406250 Penalty: 2917.162109
	Iteration 33Q: 3 clusters Score -492420.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -492437.593750 Penalty: 2917.162109
	Iteration 34Q: 3 clusters Score -492437.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -492450.125000 Penalty: 2917.162109
	Iteration 35Q: 3 clusters Score -492450.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -492464.875000 Penalty: 2917.162109
	Iteration 36Q: 3 clusters Score -492464.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -492482.093750 Penalty: 2917.162109
	Iteration 37Q: 3 clusters Score -492482.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -492491.031250 Penalty: 2917.162109
	Iteration 38Q: 3 clusters Score -492491 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -492500.968750 Penalty: 2917.162109
	Iteration 39Q: 3 clusters Score -492501 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -492513.750000 Penalty: 2917.162109
	Iteration 40F: 3 clusters Score -492513.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -492527.000000 Penalty: 2917.162109
	Iteration 41Q: 3 clusters Score -492527 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -492536.000000 Penalty: 2917.162109
	Iteration 42Q: 3 clusters Score -492536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -492543.750000 Penalty: 2917.162109
	Iteration 43Q: 3 clusters Score -492543.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -492549.718750 Penalty: 2917.162109
	Iteration 44Q: 3 clusters Score -492549.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -492560.656250 Penalty: 2917.162109
	Iteration 45Q: 3 clusters Score -492560.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -492568.375000 Penalty: 2917.162109
	Iteration 46Q: 3 clusters Score -492568.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -492574.500000 Penalty: 2917.162109
	Iteration 47Q: 3 clusters Score -492574.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -492579.406250 Penalty: 2917.162109
	Iteration 48Q: 3 clusters Score -492579.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -492586.125000 Penalty: 2917.162109
	Iteration 49Q: 3 clusters Score -492586.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -492594.125000 Penalty: 2917.162109
	Iteration 50Q: 3 clusters Score -492594.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -492597.593750 Penalty: 2917.162109
	Iteration 51Q: 3 clusters Score -492597.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -492603.000000 Penalty: 2917.162109
	Iteration 52Q: 3 clusters Score -492603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -492604.593750 Penalty: 2917.162109
	Iteration 53Q: 3 clusters Score -492604.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -492608.718750 Penalty: 2917.162109
	Iteration 54Q: 3 clusters Score -492608.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -492612.625000 Penalty: 2917.162109
	Iteration 55Q: 3 clusters Score -492612.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -492614.875000 Penalty: 2917.162109
	Iteration 56Q: 3 clusters Score -492614.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -492618.250000 Penalty: 2917.162109
	Iteration 57Q: 3 clusters Score -492618.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -492620.687500 Penalty: 2917.162109
	Iteration 58Q: 3 clusters Score -492620.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -492624.093750 Penalty: 2917.162109
	Iteration 59Q: 3 clusters Score -492624.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -492625.656250 Penalty: 2917.162109
	Iteration 60F: 3 clusters Score -492625.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -492628.968750 Penalty: 2917.162109
	Iteration 61Q: 3 clusters Score -492629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -492629.468750 Penalty: 2917.162109
	Iteration 62Q: 3 clusters Score -492629.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -492630.968750 Penalty: 2917.162109
	Iteration 63Q: 3 clusters Score -492631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -492632.718750 Penalty: 2917.162109
	Iteration 64Q: 3 clusters Score -492632.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -492635.312500 Penalty: 2917.162109
	Iteration 65Q: 3 clusters Score -492635.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -492640.218750 Penalty: 2917.162109
	Iteration 66Q: 3 clusters Score -492640.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -492645.156250 Penalty: 2917.162109
	Iteration 67Q: 3 clusters Score -492645.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -492652.500000 Penalty: 2917.162109
	Iteration 68Q: 3 clusters Score -492652.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -492661.125000 Penalty: 2917.162109
	Iteration 69Q: 3 clusters Score -492661.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -492666.812500 Penalty: 2917.162109
	Iteration 70Q: 3 clusters Score -492666.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -492671.500000 Penalty: 2917.162109
	Iteration 71Q: 3 clusters Score -492671.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -492677.937500 Penalty: 2917.162109
	Iteration 72Q: 3 clusters Score -492677.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -492681.000000 Penalty: 2917.162109
	Iteration 73Q: 3 clusters Score -492681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -492684.312500 Penalty: 2917.162109
	Iteration 74Q: 3 clusters Score -492684.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -492686.781250 Penalty: 2917.162109
	Iteration 75Q: 3 clusters Score -492686.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -492691.593750 Penalty: 2917.162109
	Iteration 76Q: 3 clusters Score -492691.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -492694.562500 Penalty: 2917.162109
	Iteration 77Q: 3 clusters Score -492694.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -492698.343750 Penalty: 2917.162109
	Iteration 78Q: 3 clusters Score -492698.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -492708.656250 Penalty: 2917.162109
	Iteration 79Q: 3 clusters Score -492708.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -492718.437500 Penalty: 2917.162109
	Iteration 80F: 3 clusters Score -492718.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -492729.093750 Penalty: 2917.162109
	Iteration 81Q: 3 clusters Score -492729.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -492737.093750 Penalty: 2917.162109
	Iteration 82Q: 3 clusters Score -492737.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -492749.531250 Penalty: 2917.162109
	Iteration 83Q: 3 clusters Score -492749.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -492761.593750 Penalty: 2917.162109
	Iteration 84Q: 3 clusters Score -492761.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -492771.062500 Penalty: 2917.162109
	Iteration 85Q: 3 clusters Score -492771.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -492778.781250 Penalty: 2917.162109
	Iteration 86Q: 3 clusters Score -492778.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -492785.531250 Penalty: 2917.162109
	Iteration 87Q: 3 clusters Score -492785.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -492790.625000 Penalty: 2917.162109
	Iteration 88Q: 3 clusters Score -492790.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -492798.156250 Penalty: 2917.162109
	Iteration 89Q: 3 clusters Score -492798.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -492802.843750 Penalty: 2917.162109
	Iteration 90Q: 3 clusters Score -492802.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -492807.437500 Penalty: 2917.162109
	Iteration 91Q: 3 clusters Score -492807.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -492811.843750 Penalty: 2917.162109
	Iteration 92Q: 3 clusters Score -492811.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -492817.718750 Penalty: 2917.162109
	Iteration 93Q: 3 clusters Score -492817.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -492822.687500 Penalty: 2917.162109
	Iteration 94Q: 3 clusters Score -492822.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -492828.000000 Penalty: 2917.162109
	Iteration 95Q: 3 clusters Score -492828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -492831.687500 Penalty: 2917.162109
	Iteration 96Q: 3 clusters Score -492831.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -492835.812500 Penalty: 2917.162109
	Iteration 97Q: 3 clusters Score -492835.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -492838.250000 Penalty: 2917.162109
	Iteration 98Q: 3 clusters Score -492838.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -492839.562500 Penalty: 2917.162109
	Iteration 99Q: 3 clusters Score -492839.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -492845.531250 Penalty: 2917.162109
	Iteration 100F: 3 clusters Score -492845.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -492849.187500 Penalty: 2917.162109
	Iteration 101Q: 3 clusters Score -492849.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -492852.937500 Penalty: 2917.162109
	Iteration 102Q: 3 clusters Score -492852.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -492853.062500 Penalty: 2917.162109
	Iteration 103Q: 3 clusters Score -492853.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -492855.625000 Penalty: 2917.162109
	Iteration 104Q: 3 clusters Score -492855.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -492856.968750 Penalty: 2917.162109
	Iteration 105Q: 3 clusters Score -492857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -492857.875000 Penalty: 2917.162109
	Iteration 106Q: 3 clusters Score -492857.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -492859.187500 Penalty: 2917.162109
	Iteration 107Q: 3 clusters Score -492859.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -492860.593750 Penalty: 2917.162109
	Iteration 108Q: 3 clusters Score -492860.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -492863.687500 Penalty: 2917.162109
	Iteration 109Q: 3 clusters Score -492863.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -492867.468750 Penalty: 2917.162109
	Iteration 110Q: 3 clusters Score -492867.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -492870.281250 Penalty: 2917.162109
	Iteration 111Q: 3 clusters Score -492870.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -492874.375000 Penalty: 2917.162109
	Iteration 112Q: 3 clusters Score -492874.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -492878.468750 Penalty: 2917.162109
	Iteration 113Q: 3 clusters Score -492878.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -492882.968750 Penalty: 2917.162109
	Iteration 114Q: 3 clusters Score -492883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -492885.875000 Penalty: 2917.162109
	Iteration 115Q: 3 clusters Score -492885.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -492889.406250 Penalty: 2917.162109
	Iteration 116Q: 3 clusters Score -492889.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -492891.406250 Penalty: 2917.162109
	Iteration 117Q: 3 clusters Score -492891.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -492891.593750 Penalty: 2917.162109
	Iteration 118Q: 3 clusters Score -492891.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -492892.312500 Penalty: 2917.162109
	Iteration 119Q: 3 clusters Score -492892.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -492894.156250 Penalty: 2917.162109
	Iteration 120F: 3 clusters Score -492894.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -492897.593750 Penalty: 2917.162109
	Iteration 121Q: 3 clusters Score -492897.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -492899.187500 Penalty: 2917.162109
	Iteration 122Q: 3 clusters Score -492899.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -492900.468750 Penalty: 2917.162109
	Iteration 123Q: 3 clusters Score -492900.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -492900.718750 Penalty: 2917.162109
	Iteration 124Q: 3 clusters Score -492900.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -492901.312500 Penalty: 2917.162109
	Iteration 125Q: 3 clusters Score -492901.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -492901.312500 Penalty: 2917.162109
	Iteration 126F: 3 clusters Score -492901.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 3 contains 3284 members 
Mstep: Class 4 contains 20806 members 
Mstep: Class 5 contains 1147 members 
Mstep: Class 6 contains 30812 members 
Mstep: Class 7 contains 23709 members 
Mstep: Class 8 contains 65241 members 
Mstep: Class 10 contains 1979 members 
Mstep: Class 11 contains 5690 members 
Mstep: Class 12 contains 7427 members 
Mstep: Class 13 contains 32546 members 
Mstep: Class 14 contains 7720 members 
Mstep: Class 15 contains 2425 members 
Mstep: Class 16 contains 5776 members 
Mstep: Class 17 contains 1530 members 
Mstep: Class 18 contains 48789 members 
Mstep: Class 19 contains 6465 members 
Mstep: Class 20 contains 6915 members 
Mstep: Class 21 contains 5704 members 
Mstep: Class 22 contains 4341 members 
Mstep: Class 23 contains 7910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21320950.000000 Penalty: 47814.824219
Iteration 39Q: 24 clusters Score -2.132095e+07 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 13907 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 20584 members 
Mstep: Class 5 contains 1228 members 
Mstep: Class 6 contains 31839 members 
Mstep: Class 7 contains 22901 members 
Mstep: Class 8 contains 65514 members 
Mstep: Class 9 contains 12479 members 
Mstep: Class 10 contains 1989 members 
Mstep: Class 11 contains 5792 members 
Mstep: Class 12 contains 7507 members 
Mstep: Class 13 contains 31704 members 
Mstep: Class 14 contains 7719 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 5755 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 49682 members 
Mstep: Class 19 contains 6358 members 
Mstep: Class 20 contains 6829 members 
Mstep: Class 21 contains 5709 members 
Mstep: Class 22 contains 4454 members 
Mstep: Class 23 contains 8076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21324384.000000 Penalty: 47814.824219
Iteration 40F: 24 clusters Score -2.132438e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 13946 members 
Mstep: Class 3 contains 3278 members 
Mstep: Class 4 contains 20243 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 32754 members 
Mstep: Class 7 contains 22176 members 
Mstep: Class 8 contains 65517 members 
Mstep: Class 9 contains 12397 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 5857 members 
Mstep: Class 12 contains 7562 members 
Mstep: Class 13 contains 30797 members 
Mstep: Class 14 contains 7702 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 5741 members 
Mstep: Class 17 contains 1571 members 
Mstep: Class 18 contains 50414 members 
Mstep: Class 19 contains 6262 members 
Mstep: Class 20 contains 6869 members 
Mstep: Class 21 contains 5699 members 
Mstep: Class 22 contains 4540 members 
Mstep: Class 23 contains 8166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21326132.000000 Penalty: 47814.824219
Iteration 41Q: 24 clusters Score -2.132613e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 13913 members 
Mstep: Class 3 contains 3234 members 
Mstep: Class 4 contains 19955 members 
Mstep: Class 5 contains 1339 members 
Mstep: Class 6 contains 33612 members 
Mstep: Class 7 contains 21574 members 
Mstep: Class 8 contains 65778 members 
Mstep: Class 9 contains 12275 members 
Mstep: Class 10 contains 1984 members 
Mstep: Class 11 contains 5929 members 
Mstep: Class 12 contains 7605 members 
Mstep: Class 13 contains 29842 members 
Mstep: Class 14 contains 7673 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 5742 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 51019 members 
Mstep: Class 19 contains 6190 members 
Mstep: Class 20 contains 6919 members 
Mstep: Class 21 contains 5691 members 
Mstep: Class 22 contains 4591 members 
Mstep: Class 23 contains 8249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21327352.000000 Penalty: 47814.824219
Iteration 42Q: 24 clusters Score -2.132735e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 13852 members 
Mstep: Class 3 contains 3191 members 
Mstep: Class 4 contains 19715 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 34571 members 
Mstep: Class 7 contains 20936 members 
Mstep: Class 8 contains 66140 members 
Mstep: Class 9 contains 12105 members 
Mstep: Class 10 contains 1986 members 
Mstep: Class 11 contains 5975 members 
Mstep: Class 12 contains 7625 members 
Mstep: Class 13 contains 28853 members 
Mstep: Class 14 contains 7644 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 5765 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 51586 members 
Mstep: Class 19 contains 6126 members 
Mstep: Class 20 contains 6978 members 
Mstep: Class 21 contains 5680 members 
Mstep: Class 22 contains 4642 members 
Mstep: Class 23 contains 8313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21328480.000000 Penalty: 47814.824219
Iteration 43Q: 24 clusters Score -2.132848e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 3136 members 
Mstep: Class 4 contains 19489 members 
Mstep: Class 5 contains 1437 members 
Mstep: Class 6 contains 35532 members 
Mstep: Class 7 contains 20351 members 
Mstep: Class 8 contains 66532 members 
Mstep: Class 9 contains 11937 members 
Mstep: Class 10 contains 1971 members 
Mstep: Class 11 contains 6024 members 
Mstep: Class 12 contains 7638 members 
Mstep: Class 13 contains 27871 members 
Mstep: Class 14 contains 7627 members 
Mstep: Class 15 contains 1818 members 
Mstep: Class 16 contains 5770 members 
Mstep: Class 17 contains 1599 members 
Mstep: Class 18 contains 52100 members 
Mstep: Class 19 contains 6075 members 
Mstep: Class 20 contains 7040 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 4695 members 
Mstep: Class 23 contains 8379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21329436.000000 Penalty: 47814.824219
Iteration 44Q: 24 clusters Score -2.132944e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 13743 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 19265 members 
Mstep: Class 5 contains 1460 members 
Mstep: Class 6 contains 36447 members 
Mstep: Class 7 contains 19806 members 
Mstep: Class 8 contains 66955 members 
Mstep: Class 9 contains 11765 members 
Mstep: Class 10 contains 1961 members 
Mstep: Class 11 contains 6073 members 
Mstep: Class 12 contains 7657 members 
Mstep: Class 13 contains 26916 members 
Mstep: Class 14 contains 7624 members 
Mstep: Class 15 contains 1726 members 
Mstep: Class 16 contains 5780 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 52587 members 
Mstep: Class 19 contains 6038 members 
Mstep: Class 20 contains 7094 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 4750 members 
Mstep: Class 23 contains 8453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21330160.000000 Penalty: 47814.824219
Iteration 45Q: 24 clusters Score -2.133016e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 13685 members 
Mstep: Class 3 contains 3027 members 
Mstep: Class 4 contains 19078 members 
Mstep: Class 5 contains 1488 members 
Mstep: Class 6 contains 37284 members 
Mstep: Class 7 contains 19341 members 
Mstep: Class 8 contains 67456 members 
Mstep: Class 9 contains 11607 members 
Mstep: Class 10 contains 1957 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 7702 members 
Mstep: Class 13 contains 25994 members 
Mstep: Class 14 contains 7623 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 5769 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 52945 members 
Mstep: Class 19 contains 6006 members 
Mstep: Class 20 contains 7151 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 4796 members 
Mstep: Class 23 contains 8515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21330754.000000 Penalty: 47814.824219
Iteration 46Q: 24 clusters Score -2.133075e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 13634 members 
Mstep: Class 3 contains 2977 members 
Mstep: Class 4 contains 18920 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 38102 members 
Mstep: Class 7 contains 18939 members 
Mstep: Class 8 contains 67980 members 
Mstep: Class 9 contains 11447 members 
Mstep: Class 10 contains 1977 members 
Mstep: Class 11 contains 6135 members 
Mstep: Class 12 contains 7735 members 
Mstep: Class 13 contains 25039 members 
Mstep: Class 14 contains 7624 members 
Mstep: Class 15 contains 1546 members 
Mstep: Class 16 contains 5770 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 53200 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 7204 members 
Mstep: Class 21 contains 5663 members 
Mstep: Class 22 contains 4830 members 
Mstep: Class 23 contains 8581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1994.777344 but Gain 2078.902344
Score: -21331556.000000 Penalty: 45735.921875
Iteration 47Q: 23 clusters Score -2.133156e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 13597 members 
Mstep: Class 3 contains 2929 members 
Mstep: Class 4 contains 18760 members 
Mstep: Class 5 contains 1547 members 
Mstep: Class 6 contains 39169 members 
Mstep: Class 7 contains 18565 members 
Mstep: Class 8 contains 69342 members 
Mstep: Class 9 contains 11309 members 
Mstep: Class 10 contains 2162 members 
Mstep: Class 11 contains 6172 members 
Mstep: Class 12 contains 7753 members 
Mstep: Class 13 contains 24214 members 
Mstep: Class 14 contains 7632 members 
Mstep: Class 16 contains 5782 members 
Mstep: Class 17 contains 1599 members 
Mstep: Class 18 contains 53419 members 
Mstep: Class 19 contains 6000 members 
Mstep: Class 20 contains 7245 members 
Mstep: Class 21 contains 5659 members 
Mstep: Class 22 contains 4855 members 
Mstep: Class 23 contains 8661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333790.000000 Penalty: 45735.921875
Iteration 48Q: 23 clusters Score -2.133379e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 13492 members 
Mstep: Class 3 contains 2893 members 
Mstep: Class 4 contains 18590 members 
Mstep: Class 5 contains 1582 members 
Mstep: Class 6 contains 39810 members 
Mstep: Class 7 contains 18247 members 
Mstep: Class 8 contains 70026 members 
Mstep: Class 9 contains 11190 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 6200 members 
Mstep: Class 12 contains 7766 members 
Mstep: Class 13 contains 23274 members 
Mstep: Class 14 contains 7662 members 
Mstep: Class 16 contains 5778 members 
Mstep: Class 17 contains 1601 members 
Mstep: Class 18 contains 53443 members 
Mstep: Class 19 contains 5986 members 
Mstep: Class 20 contains 7282 members 
Mstep: Class 21 contains 5663 members 
Mstep: Class 22 contains 4896 members 
Mstep: Class 23 contains 8742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334310.000000 Penalty: 45735.921875
Iteration 49Q: 23 clusters Score -2.133431e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 13426 members 
Mstep: Class 3 contains 2860 members 
Mstep: Class 4 contains 18451 members 
Mstep: Class 5 contains 1607 members 
Mstep: Class 6 contains 40385 members 
Mstep: Class 7 contains 17935 members 
Mstep: Class 8 contains 70625 members 
Mstep: Class 9 contains 11100 members 
Mstep: Class 10 contains 2239 members 
Mstep: Class 11 contains 6244 members 
Mstep: Class 12 contains 7762 members 
Mstep: Class 13 contains 22434 members 
Mstep: Class 14 contains 7675 members 
Mstep: Class 16 contains 5796 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 53497 members 
Mstep: Class 19 contains 5970 members 
Mstep: Class 20 contains 7300 members 
Mstep: Class 21 contains 5665 members 
Mstep: Class 22 contains 4937 members 
Mstep: Class 23 contains 8841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21334738.000000 Penalty: 45735.921875
Iteration 50Q: 23 clusters Score -2.133474e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 13354 members 
Mstep: Class 3 contains 2837 members 
Mstep: Class 4 contains 18324 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 40963 members 
Mstep: Class 7 contains 17627 members 
Mstep: Class 8 contains 71217 members 
Mstep: Class 9 contains 11046 members 
Mstep: Class 10 contains 2273 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 7772 members 
Mstep: Class 13 contains 21626 members 
Mstep: Class 14 contains 7683 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 53450 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 7330 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 4978 members 
Mstep: Class 23 contains 8914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335034.000000 Penalty: 45735.921875
Iteration 51Q: 23 clusters Score -2.133503e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 13318 members 
Mstep: Class 3 contains 2812 members 
Mstep: Class 4 contains 18222 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 41509 members 
Mstep: Class 7 contains 17318 members 
Mstep: Class 8 contains 71824 members 
Mstep: Class 9 contains 11005 members 
Mstep: Class 10 contains 2301 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 7777 members 
Mstep: Class 13 contains 20845 members 
Mstep: Class 14 contains 7695 members 
Mstep: Class 16 contains 5833 members 
Mstep: Class 17 contains 1601 members 
Mstep: Class 18 contains 53342 members 
Mstep: Class 19 contains 5936 members 
Mstep: Class 20 contains 7361 members 
Mstep: Class 21 contains 5659 members 
Mstep: Class 22 contains 5004 members 
Mstep: Class 23 contains 8965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335460.000000 Penalty: 45735.921875
Iteration 52Q: 23 clusters Score -2.133546e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 13285 members 
Mstep: Class 3 contains 2779 members 
Mstep: Class 4 contains 18146 members 
Mstep: Class 5 contains 1651 members 
Mstep: Class 6 contains 42075 members 
Mstep: Class 7 contains 17041 members 
Mstep: Class 8 contains 72440 members 
Mstep: Class 9 contains 10968 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 7799 members 
Mstep: Class 13 contains 20079 members 
Mstep: Class 14 contains 7699 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 1605 members 
Mstep: Class 18 contains 53212 members 
Mstep: Class 19 contains 5911 members 
Mstep: Class 20 contains 7389 members 
Mstep: Class 21 contains 5655 members 
Mstep: Class 22 contains 5029 members 
Mstep: Class 23 contains 9022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335910.000000 Penalty: 45735.921875
Iteration 53Q: 23 clusters Score -2.133591e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 13257 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 4 contains 18094 members 
Mstep: Class 5 contains 1659 members 
Mstep: Class 6 contains 42603 members 
Mstep: Class 7 contains 16773 members 
Mstep: Class 8 contains 73044 members 
Mstep: Class 9 contains 10933 members 
Mstep: Class 10 contains 2349 members 
Mstep: Class 11 contains 6368 members 
Mstep: Class 12 contains 7817 members 
Mstep: Class 13 contains 19298 members 
Mstep: Class 14 contains 7700 members 
Mstep: Class 16 contains 5846 members 
Mstep: Class 17 contains 1609 members 
Mstep: Class 18 contains 53070 members 
Mstep: Class 19 contains 5872 members 
Mstep: Class 20 contains 7395 members 
Mstep: Class 21 contains 5643 members 
Mstep: Class 22 contains 5053 members 
Mstep: Class 23 contains 9080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336190.000000 Penalty: 45735.921875
Iteration 54Q: 23 clusters Score -2.133619e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 13235 members 
Mstep: Class 3 contains 2720 members 
Mstep: Class 4 contains 18036 members 
Mstep: Class 5 contains 1671 members 
Mstep: Class 6 contains 43064 members 
Mstep: Class 7 contains 16554 members 
Mstep: Class 8 contains 73678 members 
Mstep: Class 9 contains 10908 members 
Mstep: Class 10 contains 2377 members 
Mstep: Class 11 contains 6386 members 
Mstep: Class 12 contains 7835 members 
Mstep: Class 13 contains 18545 members 
Mstep: Class 14 contains 7701 members 
Mstep: Class 16 contains 5860 members 
Mstep: Class 17 contains 1612 members 
Mstep: Class 18 contains 52869 members 
Mstep: Class 19 contains 5847 members 
Mstep: Class 20 contains 7395 members 
Mstep: Class 21 contains 5628 members 
Mstep: Class 22 contains 5075 members 
Mstep: Class 23 contains 9140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336570.000000 Penalty: 45735.921875
Iteration 55Q: 23 clusters Score -2.133657e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 13209 members 
Mstep: Class 3 contains 2691 members 
Mstep: Class 4 contains 17987 members 
Mstep: Class 5 contains 1683 members 
Mstep: Class 6 contains 43490 members 
Mstep: Class 7 contains 16332 members 
Mstep: Class 8 contains 74285 members 
Mstep: Class 9 contains 10888 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 6404 members 
Mstep: Class 12 contains 7856 members 
Mstep: Class 13 contains 17842 members 
Mstep: Class 14 contains 7708 members 
Mstep: Class 16 contains 5862 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 52633 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 7396 members 
Mstep: Class 21 contains 5621 members 
Mstep: Class 22 contains 5095 members 
Mstep: Class 23 contains 9200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336794.000000 Penalty: 45735.921875
Iteration 56Q: 23 clusters Score -2.133679e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 13183 members 
Mstep: Class 3 contains 2652 members 
Mstep: Class 4 contains 17939 members 
Mstep: Class 5 contains 1691 members 
Mstep: Class 6 contains 43900 members 
Mstep: Class 7 contains 16119 members 
Mstep: Class 8 contains 74879 members 
Mstep: Class 9 contains 10879 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 6433 members 
Mstep: Class 12 contains 7875 members 
Mstep: Class 13 contains 17156 members 
Mstep: Class 14 contains 7716 members 
Mstep: Class 16 contains 5855 members 
Mstep: Class 17 contains 1614 members 
Mstep: Class 18 contains 52372 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 7393 members 
Mstep: Class 21 contains 5618 members 
Mstep: Class 22 contains 5112 members 
Mstep: Class 23 contains 9255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337060.000000 Penalty: 45735.921875
Iteration 57Q: 23 clusters Score -2.133706e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 13162 members 
Mstep: Class 3 contains 2623 members 
Mstep: Class 4 contains 17889 members 
Mstep: Class 5 contains 1697 members 
Mstep: Class 6 contains 44276 members 
Mstep: Class 7 contains 15902 members 
Mstep: Class 8 contains 75471 members 
Mstep: Class 9 contains 10871 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 6463 members 
Mstep: Class 12 contains 7888 members 
Mstep: Class 13 contains 16520 members 
Mstep: Class 14 contains 7727 members 
Mstep: Class 16 contains 5853 members 
Mstep: Class 17 contains 1613 members 
Mstep: Class 18 contains 52098 members 
Mstep: Class 19 contains 5835 members 
Mstep: Class 20 contains 7387 members 
Mstep: Class 21 contains 5612 members 
Mstep: Class 22 contains 5122 members 
Mstep: Class 23 contains 9296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337292.000000 Penalty: 45735.921875
Iteration 58Q: 23 clusters Score -2.133729e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 13134 members 
Mstep: Class 3 contains 2592 members 
Mstep: Class 4 contains 17842 members 
Mstep: Class 5 contains 1701 members 
Mstep: Class 6 contains 44690 members 
Mstep: Class 7 contains 15663 members 
Mstep: Class 8 contains 76065 members 
Mstep: Class 9 contains 10854 members 
Mstep: Class 10 contains 2424 members 
Mstep: Class 11 contains 6492 members 
Mstep: Class 12 contains 7897 members 
Mstep: Class 13 contains 15875 members 
Mstep: Class 14 contains 7732 members 
Mstep: Class 16 contains 5861 members 
Mstep: Class 17 contains 1607 members 
Mstep: Class 18 contains 51807 members 
Mstep: Class 19 contains 5834 members 
Mstep: Class 20 contains 7387 members 
Mstep: Class 21 contains 5605 members 
Mstep: Class 22 contains 5129 members 
Mstep: Class 23 contains 9342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337538.000000 Penalty: 45735.921875
Iteration 59Q: 23 clusters Score -2.133754e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 13109 members 
Mstep: Class 3 contains 2567 members 
Mstep: Class 4 contains 17791 members 
Mstep: Class 5 contains 1704 members 
Mstep: Class 6 contains 45064 members 
Mstep: Class 7 contains 15435 members 
Mstep: Class 8 contains 76614 members 
Mstep: Class 9 contains 10842 members 
Mstep: Class 10 contains 2437 members 
Mstep: Class 11 contains 6507 members 
Mstep: Class 12 contains 7903 members 
Mstep: Class 13 contains 15301 members 
Mstep: Class 14 contains 7745 members 
Mstep: Class 16 contains 5857 members 
Mstep: Class 17 contains 1603 members 
Mstep: Class 18 contains 51498 members 
Mstep: Class 19 contains 5829 members 
Mstep: Class 20 contains 7373 members 
Mstep: Class 21 contains 5606 members 
Mstep: Class 22 contains 5136 members 
Mstep: Class 23 contains 9389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337638.000000 Penalty: 45735.921875
Iteration 60F: 23 clusters Score -2.133764e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 13080 members 
Mstep: Class 3 contains 2534 members 
Mstep: Class 4 contains 17738 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 45385 members 
Mstep: Class 7 contains 15246 members 
Mstep: Class 8 contains 77157 members 
Mstep: Class 9 contains 10835 members 
Mstep: Class 10 contains 2449 members 
Mstep: Class 11 contains 6530 members 
Mstep: Class 12 contains 7911 members 
Mstep: Class 13 contains 14755 members 
Mstep: Class 14 contains 7755 members 
Mstep: Class 16 contains 5858 members 
Mstep: Class 17 contains 1603 members 
Mstep: Class 18 contains 51191 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 7359 members 
Mstep: Class 21 contains 5605 members 
Mstep: Class 22 contains 5147 members 
Mstep: Class 23 contains 9427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21337834.000000 Penalty: 45735.921875
Iteration 61Q: 23 clusters Score -2.133783e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 13056 members 
Mstep: Class 3 contains 2511 members 
Mstep: Class 4 contains 17697 members 
Mstep: Class 5 contains 1714 members 
Mstep: Class 6 contains 45704 members 
Mstep: Class 7 contains 15028 members 
Mstep: Class 8 contains 77699 members 
Mstep: Class 9 contains 10833 members 
Mstep: Class 10 contains 2464 members 
Mstep: Class 11 contains 6556 members 
Mstep: Class 12 contains 7923 members 
Mstep: Class 13 contains 14206 members 
Mstep: Class 14 contains 7759 members 
Mstep: Class 16 contains 5859 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 18 contains 50911 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 7341 members 
Mstep: Class 21 contains 5609 members 
Mstep: Class 22 contains 5162 members 
Mstep: Class 23 contains 9446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21338104.000000 Penalty: 45735.921875
Iteration 62Q: 23 clusters Score -2.13381e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 13036 members 
Mstep: Class 3 contains 2483 members 
Mstep: Class 4 contains 17663 members 
Mstep: Class 5 contains 1718 members 
Mstep: Class 6 contains 45980 members 
Mstep: Class 7 contains 14839 members 
Mstep: Class 8 contains 78196 members 
Mstep: Class 9 contains 10825 members 
Mstep: Class 10 contains 2480 members 
Mstep: Class 11 contains 6570 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 13699 members 
Mstep: Class 14 contains 7772 members 
Mstep: Class 16 contains 5852 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 18 contains 50666 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 7310 members 
Mstep: Class 21 contains 5610 members 
Mstep: Class 22 contains 5167 members 
Mstep: Class 23 contains 9476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21338332.000000 Penalty: 45735.921875
Iteration 63Q: 23 clusters Score -2.133833e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 13017 members 
Mstep: Class 3 contains 2449 members 
Mstep: Class 4 contains 17630 members 
Mstep: Class 5 contains 1722 members 
Mstep: Class 6 contains 46215 members 
Mstep: Class 7 contains 14677 members 
Mstep: Class 8 contains 78678 members 
Mstep: Class 9 contains 10817 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 6585 members 
Mstep: Class 12 contains 7951 members 
Mstep: Class 13 contains 13234 members 
Mstep: Class 14 contains 7785 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 1603 members 
Mstep: Class 18 contains 50402 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 7285 members 
Mstep: Class 21 contains 5610 members 
Mstep: Class 22 contains 5189 members 
Mstep: Class 23 contains 9506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21338558.000000 Penalty: 45735.921875
Iteration 64Q: 23 clusters Score -2.133856e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 13004 members 
Mstep: Class 3 contains 2428 members 
Mstep: Class 4 contains 17602 members 
Mstep: Class 5 contains 1724 members 
Mstep: Class 6 contains 46450 members 
Mstep: Class 7 contains 14502 members 
Mstep: Class 8 contains 79113 members 
Mstep: Class 9 contains 10816 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 6601 members 
Mstep: Class 12 contains 7963 members 
Mstep: Class 13 contains 12794 members 
Mstep: Class 14 contains 7797 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 18 contains 50159 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 7273 members 
Mstep: Class 21 contains 5610 members 
Mstep: Class 22 contains 5194 members 
Mstep: Class 23 contains 9537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21338798.000000 Penalty: 45735.921875
Iteration 65Q: 23 clusters Score -2.13388e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 12990 members 
Mstep: Class 3 contains 2412 members 
Mstep: Class 4 contains 17582 members 
Mstep: Class 5 contains 1726 members 
Mstep: Class 6 contains 46700 members 
Mstep: Class 7 contains 14318 members 
Mstep: Class 8 contains 79507 members 
Mstep: Class 9 contains 10820 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 6615 members 
Mstep: Class 12 contains 7961 members 
Mstep: Class 13 contains 12372 members 
Mstep: Class 14 contains 7809 members 
Mstep: Class 16 contains 5837 members 
Mstep: Class 17 contains 1607 members 
Mstep: Class 18 contains 49950 members 
Mstep: Class 19 contains 5847 members 
Mstep: Class 20 contains 7287 members 
Mstep: Class 21 contains 5609 members 
Mstep: Class 22 contains 5202 members 
Mstep: Class 23 contains 9574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21338888.000000 Penalty: 45735.921875
Iteration 66Q: 23 clusters Score -2.133889e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 12982 members 
Mstep: Class 3 contains 2396 members 
Mstep: Class 4 contains 17566 members 
Mstep: Class 5 contains 1727 members 
Mstep: Class 6 contains 46992 members 
Mstep: Class 7 contains 14128 members 
Mstep: Class 8 contains 79866 members 
Mstep: Class 9 contains 10818 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 7965 members 
Mstep: Class 13 contains 11963 members 
Mstep: Class 14 contains 7816 members 
Mstep: Class 16 contains 5827 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 49774 members 
Mstep: Class 19 contains 5853 members 
Mstep: Class 20 contains 7291 members 
Mstep: Class 21 contains 5613 members 
Mstep: Class 22 contains 5206 members 
Mstep: Class 23 contains 9623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339058.000000 Penalty: 45735.921875
Iteration 67Q: 23 clusters Score -2.133906e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 12974 members 
Mstep: Class 3 contains 2376 members 
Mstep: Class 4 contains 17540 members 
Mstep: Class 5 contains 1728 members 
Mstep: Class 6 contains 47252 members 
Mstep: Class 7 contains 13947 members 
Mstep: Class 8 contains 80186 members 
Mstep: Class 9 contains 10819 members 
Mstep: Class 10 contains 2551 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 7972 members 
Mstep: Class 13 contains 11617 members 
Mstep: Class 14 contains 7829 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 49612 members 
Mstep: Class 19 contains 5859 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 5619 members 
Mstep: Class 22 contains 5213 members 
Mstep: Class 23 contains 9656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339206.000000 Penalty: 45735.921875
Iteration 68Q: 23 clusters Score -2.133921e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 12974 members 
Mstep: Class 3 contains 2360 members 
Mstep: Class 4 contains 17520 members 
Mstep: Class 5 contains 1730 members 
Mstep: Class 6 contains 47484 members 
Mstep: Class 7 contains 13737 members 
Mstep: Class 8 contains 80509 members 
Mstep: Class 9 contains 10809 members 
Mstep: Class 10 contains 2564 members 
Mstep: Class 11 contains 6636 members 
Mstep: Class 12 contains 7967 members 
Mstep: Class 13 contains 11291 members 
Mstep: Class 14 contains 7844 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 49451 members 
Mstep: Class 19 contains 5873 members 
Mstep: Class 20 contains 7298 members 
Mstep: Class 21 contains 5619 members 
Mstep: Class 22 contains 5236 members 
Mstep: Class 23 contains 9696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339396.000000 Penalty: 45735.921875
Iteration 69Q: 23 clusters Score -2.13394e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 12970 members 
Mstep: Class 3 contains 2339 members 
Mstep: Class 4 contains 17521 members 
Mstep: Class 5 contains 1734 members 
Mstep: Class 6 contains 47741 members 
Mstep: Class 7 contains 13539 members 
Mstep: Class 8 contains 80772 members 
Mstep: Class 9 contains 10806 members 
Mstep: Class 10 contains 2577 members 
Mstep: Class 11 contains 6651 members 
Mstep: Class 12 contains 7967 members 
Mstep: Class 13 contains 10972 members 
Mstep: Class 14 contains 7855 members 
Mstep: Class 16 contains 5818 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 49311 members 
Mstep: Class 19 contains 5879 members 
Mstep: Class 20 contains 7310 members 
Mstep: Class 21 contains 5611 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 9728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339520.000000 Penalty: 45735.921875
Iteration 70Q: 23 clusters Score -2.133952e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 12961 members 
Mstep: Class 3 contains 2328 members 
Mstep: Class 4 contains 17512 members 
Mstep: Class 5 contains 1735 members 
Mstep: Class 6 contains 47992 members 
Mstep: Class 7 contains 13359 members 
Mstep: Class 8 contains 81020 members 
Mstep: Class 9 contains 10808 members 
Mstep: Class 10 contains 2586 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 7962 members 
Mstep: Class 13 contains 10683 members 
Mstep: Class 14 contains 7865 members 
Mstep: Class 16 contains 5802 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 49179 members 
Mstep: Class 19 contains 5881 members 
Mstep: Class 20 contains 7329 members 
Mstep: Class 21 contains 5609 members 
Mstep: Class 22 contains 5254 members 
Mstep: Class 23 contains 9775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339646.000000 Penalty: 45735.921875
Iteration 71Q: 23 clusters Score -2.133965e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 12950 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 17510 members 
Mstep: Class 5 contains 1735 members 
Mstep: Class 6 contains 48215 members 
Mstep: Class 7 contains 13166 members 
Mstep: Class 8 contains 81254 members 
Mstep: Class 9 contains 10806 members 
Mstep: Class 10 contains 2598 members 
Mstep: Class 11 contains 6673 members 
Mstep: Class 12 contains 7959 members 
Mstep: Class 13 contains 10445 members 
Mstep: Class 14 contains 7869 members 
Mstep: Class 16 contains 5794 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 49089 members 
Mstep: Class 19 contains 5894 members 
Mstep: Class 20 contains 7358 members 
Mstep: Class 21 contains 5601 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 9806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339618.000000 Penalty: 45735.921875
Iteration 72Q: 23 clusters Score -2.133962e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 12942 members 
Mstep: Class 3 contains 2312 members 
Mstep: Class 4 contains 17511 members 
Mstep: Class 5 contains 1736 members 
Mstep: Class 6 contains 48447 members 
Mstep: Class 7 contains 12980 members 
Mstep: Class 8 contains 81478 members 
Mstep: Class 9 contains 10805 members 
Mstep: Class 10 contains 2602 members 
Mstep: Class 11 contains 6675 members 
Mstep: Class 12 contains 7964 members 
Mstep: Class 13 contains 10196 members 
Mstep: Class 14 contains 7880 members 
Mstep: Class 16 contains 5787 members 
Mstep: Class 17 contains 1624 members 
Mstep: Class 18 contains 49025 members 
Mstep: Class 19 contains 5881 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 5600 members 
Mstep: Class 22 contains 5230 members 
Mstep: Class 23 contains 9835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339776.000000 Penalty: 45735.921875
Iteration 73Q: 23 clusters Score -2.133978e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 12930 members 
Mstep: Class 3 contains 2307 members 
Mstep: Class 4 contains 17507 members 
Mstep: Class 5 contains 1738 members 
Mstep: Class 6 contains 48668 members 
Mstep: Class 7 contains 12793 members 
Mstep: Class 8 contains 81663 members 
Mstep: Class 9 contains 10807 members 
Mstep: Class 10 contains 2608 members 
Mstep: Class 11 contains 6682 members 
Mstep: Class 12 contains 7971 members 
Mstep: Class 13 contains 9984 members 
Mstep: Class 14 contains 7894 members 
Mstep: Class 16 contains 5778 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 48976 members 
Mstep: Class 19 contains 5860 members 
Mstep: Class 20 contains 7422 members 
Mstep: Class 21 contains 5602 members 
Mstep: Class 22 contains 5235 members 
Mstep: Class 23 contains 9862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339804.000000 Penalty: 45735.921875
Iteration 74Q: 23 clusters Score -2.13398e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 12924 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 17508 members 
Mstep: Class 5 contains 1741 members 
Mstep: Class 6 contains 48860 members 
Mstep: Class 7 contains 12633 members 
Mstep: Class 8 contains 81834 members 
Mstep: Class 9 contains 10803 members 
Mstep: Class 10 contains 2613 members 
Mstep: Class 11 contains 6690 members 
Mstep: Class 12 contains 7971 members 
Mstep: Class 13 contains 9789 members 
Mstep: Class 14 contains 7902 members 
Mstep: Class 16 contains 5762 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 48927 members 
Mstep: Class 19 contains 5844 members 
Mstep: Class 20 contains 7444 members 
Mstep: Class 21 contains 5597 members 
Mstep: Class 22 contains 5227 members 
Mstep: Class 23 contains 9915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339892.000000 Penalty: 45735.921875
Iteration 75Q: 23 clusters Score -2.133989e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 12920 members 
Mstep: Class 3 contains 2299 members 
Mstep: Class 4 contains 17516 members 
Mstep: Class 5 contains 1742 members 
Mstep: Class 6 contains 49031 members 
Mstep: Class 7 contains 12483 members 
Mstep: Class 8 contains 81984 members 
Mstep: Class 9 contains 10803 members 
Mstep: Class 10 contains 2615 members 
Mstep: Class 11 contains 6698 members 
Mstep: Class 12 contains 7969 members 
Mstep: Class 13 contains 9617 members 
Mstep: Class 14 contains 7911 members 
Mstep: Class 16 contains 5758 members 
Mstep: Class 17 contains 1620 members 
Mstep: Class 18 contains 48872 members 
Mstep: Class 19 contains 5834 members 
Mstep: Class 20 contains 7446 members 
Mstep: Class 21 contains 5593 members 
Mstep: Class 22 contains 5221 members 
Mstep: Class 23 contains 9966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339956.000000 Penalty: 45735.921875
Iteration 76Q: 23 clusters Score -2.133996e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 12915 members 
Mstep: Class 3 contains 2292 members 
Mstep: Class 4 contains 17516 members 
Mstep: Class 5 contains 1743 members 
Mstep: Class 6 contains 49173 members 
Mstep: Class 7 contains 12359 members 
Mstep: Class 8 contains 82106 members 
Mstep: Class 9 contains 10803 members 
Mstep: Class 10 contains 2623 members 
Mstep: Class 11 contains 6705 members 
Mstep: Class 12 contains 7971 members 
Mstep: Class 13 contains 9477 members 
Mstep: Class 14 contains 7916 members 
Mstep: Class 16 contains 5748 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 48830 members 
Mstep: Class 19 contains 5815 members 
Mstep: Class 20 contains 7450 members 
Mstep: Class 21 contains 5591 members 
Mstep: Class 22 contains 5212 members 
Mstep: Class 23 contains 10012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339928.000000 Penalty: 45735.921875
Iteration 77Q: 23 clusters Score -2.133993e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 12916 members 
Mstep: Class 3 contains 2280 members 
Mstep: Class 4 contains 17501 members 
Mstep: Class 5 contains 1743 members 
Mstep: Class 6 contains 49318 members 
Mstep: Class 7 contains 12240 members 
Mstep: Class 8 contains 82244 members 
Mstep: Class 9 contains 10798 members 
Mstep: Class 10 contains 2626 members 
Mstep: Class 11 contains 6709 members 
Mstep: Class 12 contains 7970 members 
Mstep: Class 13 contains 9343 members 
Mstep: Class 14 contains 7920 members 
Mstep: Class 16 contains 5742 members 
Mstep: Class 17 contains 1619 members 
Mstep: Class 18 contains 48789 members 
Mstep: Class 19 contains 5800 members 
Mstep: Class 20 contains 7463 members 
Mstep: Class 21 contains 5589 members 
Mstep: Class 22 contains 5217 members 
Mstep: Class 23 contains 10050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339922.000000 Penalty: 45735.921875
Iteration 78Q: 23 clusters Score -2.133992e+07 nChanged 780
Entering ConstructFrom: 
Score: -21339922.000000 Penalty: 45735.921875
Entering ConstructFrom: 
Trying to split cluster 1 (45875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Entering Unmasked Estep 
Score: -2825346.250000 Penalty: 1744.222290
	Iteration 0F: 2 clusters Score -2825346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -2794584.000000 Penalty: 3488.444580
	Iteration 0F: 3 clusters Score -2794584 nChanged 21567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -2806831.500000 Penalty: 3488.444580
	Iteration 1F: 3 clusters Score -2806832 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2807620.000000 Penalty: 3488.444580
	Iteration 2Q: 3 clusters Score -2807620 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2808908.750000 Penalty: 3488.444580
	Iteration 3F: 3 clusters Score -2808909 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2810945.500000 Penalty: 3488.444580
	Iteration 4F: 3 clusters Score -2810946 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2813936.750000 Penalty: 3488.444580
	Iteration 5F: 3 clusters Score -2813937 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2817470.250000 Penalty: 3488.444580
	Iteration 6F: 3 clusters Score -2817470 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2820427.250000 Penalty: 3488.444580
	Iteration 7F: 3 clusters Score -2820427 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2822268.500000 Penalty: 3488.444580
	Iteration 8Q: 3 clusters Score -2822268 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2823091.250000 Penalty: 3488.444580
	Iteration 9Q: 3 clusters Score -2823091 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2823456.750000 Penalty: 3488.444580
	Iteration 10Q: 3 clusters Score -2823457 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2823655.250000 Penalty: 3488.444580
	Iteration 11Q: 3 clusters Score -2823655 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2823736.250000 Penalty: 3488.444580
	Iteration 12Q: 3 clusters Score -2823736 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2823769.750000 Penalty: 3488.444580
	Iteration 13Q: 3 clusters Score -2823770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2823784.000000 Penalty: 3488.444580
	Iteration 14Q: 3 clusters Score -2823784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2823790.750000 Penalty: 3488.444580
	Iteration 15Q: 3 clusters Score -2823791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2823794.000000 Penalty: 3488.444580
	Iteration 16Q: 3 clusters Score -2823794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2823800.500000 Penalty: 3488.444580
	Iteration 17Q: 3 clusters Score -2823800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2823799.250000 Penalty: 3488.444580
	Iteration 18Q: 3 clusters Score -2823799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2823805.750000 Penalty: 3488.444580
	Iteration 19Q: 3 clusters Score -2823806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2823811.000000 Penalty: 3488.444580
	Iteration 20F: 3 clusters Score -2823811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2823816.000000 Penalty: 3488.444580
	Iteration 21Q: 3 clusters Score -2823816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2823818.250000 Penalty: 3488.444580
	Iteration 22Q: 3 clusters Score -2823818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2823822.250000 Penalty: 3488.444580
	Iteration 23Q: 3 clusters Score -2823822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2823822.000000 Penalty: 3488.444580
	Iteration 24Q: 3 clusters Score -2823822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2823824.000000 Penalty: 3488.444580
	Iteration 25Q: 3 clusters Score -2823824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2823826.500000 Penalty: 3488.444580
	Iteration 26Q: 3 clusters Score -2823826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2823831.250000 Penalty: 3488.444580
	Iteration 27Q: 3 clusters Score -2823831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2823830.250000 Penalty: 3488.444580
	Iteration 28Q: 3 clusters Score -2823830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2823841.000000 Penalty: 3488.444580
	Iteration 29Q: 3 clusters Score -2823841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2823843.000000 Penalty: 3488.444580
	Iteration 30Q: 3 clusters Score -2823843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2823847.750000 Penalty: 3488.444580
	Iteration 31Q: 3 clusters Score -2823848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2823854.250000 Penalty: 3488.444580
	Iteration 32Q: 3 clusters Score -2823854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2823855.250000 Penalty: 3488.444580
	Iteration 33Q: 3 clusters Score -2823855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2823859.000000 Penalty: 3488.444580
	Iteration 34Q: 3 clusters Score -2823859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2823860.000000 Penalty: 3488.444580
	Iteration 35Q: 3 clusters Score -2823860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2823862.000000 Penalty: 3488.444580
	Iteration 36Q: 3 clusters Score -2823862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2823868.500000 Penalty: 3488.444580
	Iteration 37Q: 3 clusters Score -2823868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2823870.750000 Penalty: 3488.444580
	Iteration 38Q: 3 clusters Score -2823871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2823871.500000 Penalty: 3488.444580
	Iteration 39Q: 3 clusters Score -2823872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2823871.500000 Penalty: 3488.444580
	Iteration 40F: 3 clusters Score -2823872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Entering Unmasked Estep 
Score: -778131.625000 Penalty: 1538.185547
	Iteration 0F: 2 clusters Score -778131.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -769106.812500 Penalty: 3076.371094
	Iteration 0F: 3 clusters Score -769106.8 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -772186.812500 Penalty: 3076.371094
	Iteration 1F: 3 clusters Score -772186.8 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -772476.937500 Penalty: 3076.371094
	Iteration 2F: 3 clusters Score -772476.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -772688.187500 Penalty: 3076.371094
	Iteration 3Q: 3 clusters Score -772688.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -772870.062500 Penalty: 3076.371094
	Iteration 4Q: 3 clusters Score -772870.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -773026.687500 Penalty: 3076.371094
	Iteration 5Q: 3 clusters Score -773026.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -773174.250000 Penalty: 3076.371094
	Iteration 6Q: 3 clusters Score -773174.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -773320.125000 Penalty: 3076.371094
	Iteration 7Q: 3 clusters Score -773320.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -773507.562500 Penalty: 3076.371094
	Iteration 8Q: 3 clusters Score -773507.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -773716.312500 Penalty: 3076.371094
	Iteration 9Q: 3 clusters Score -773716.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -773979.312500 Penalty: 3076.371094
	Iteration 10Q: 3 clusters Score -773979.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -774251.562500 Penalty: 3076.371094
	Iteration 11Q: 3 clusters Score -774251.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -774560.687500 Penalty: 3076.371094
	Iteration 12Q: 3 clusters Score -774560.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -774870.125000 Penalty: 3076.371094
	Iteration 13Q: 3 clusters Score -774870.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -775175.500000 Penalty: 3076.371094
	Iteration 14Q: 3 clusters Score -775175.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -775498.500000 Penalty: 3076.371094
	Iteration 15Q: 3 clusters Score -775498.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -775768.312500 Penalty: 3076.371094
	Iteration 16Q: 3 clusters Score -775768.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -776015.625000 Penalty: 3076.371094
	Iteration 17Q: 3 clusters Score -776015.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -776237.500000 Penalty: 3076.371094
	Iteration 18Q: 3 clusters Score -776237.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -776443.562500 Penalty: 3076.371094
	Iteration 19Q: 3 clusters Score -776443.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -776602.375000 Penalty: 3076.371094
	Iteration 20F: 3 clusters Score -776602.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -776719.000000 Penalty: 3076.371094
	Iteration 21Q: 3 clusters Score -776719 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -776799.187500 Penalty: 3076.371094
	Iteration 22Q: 3 clusters Score -776799.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -776849.000000 Penalty: 3076.371094
	Iteration 23Q: 3 clusters Score -776849 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -776879.687500 Penalty: 3076.371094
	Iteration 24Q: 3 clusters Score -776879.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -776898.500000 Penalty: 3076.371094
	Iteration 25Q: 3 clusters Score -776898.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -776911.375000 Penalty: 3076.371094
	Iteration 26Q: 3 clusters Score -776911.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -776918.562500 Penalty: 3076.371094
	Iteration 27Q: 3 clusters Score -776918.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -776926.062500 Penalty: 3076.371094
	Iteration 28Q: 3 clusters Score -776926.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -776934.625000 Penalty: 3076.371094
	Iteration 29Q: 3 clusters Score -776934.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -776939.312500 Penalty: 3076.371094
	Iteration 30Q: 3 clusters Score -776939.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -776946.437500 Penalty: 3076.371094
	Iteration 31Q: 3 clusters Score -776946.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -776949.375000 Penalty: 3076.371094
	Iteration 32Q: 3 clusters Score -776949.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -776950.312500 Penalty: 3076.371094
	Iteration 33Q: 3 clusters Score -776950.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -776954.500000 Penalty: 3076.371094
	Iteration 34Q: 3 clusters Score -776954.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -776958.375000 Penalty: 3076.371094
	Iteration 35Q: 3 clusters Score -776958.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -776959.000000 Penalty: 3076.371094
	Iteration 36Q: 3 clusters Score -776959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -776961.125000 Penalty: 3076.371094
	Iteration 37Q: 3 clusters Score -776961.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -776963.125000 Penalty: 3076.371094
	Iteration 38Q: 3 clusters Score -776963.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -776966.812500 Penalty: 3076.371094
	Iteration 39Q: 3 clusters Score -776966.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -776969.500000 Penalty: 3076.371094
	Iteration 40F: 3 clusters Score -776969.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -776970.375000 Penalty: 3076.371094
	Iteration 41Q: 3 clusters Score -776970.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -776975.187500 Penalty: 3076.371094
	Iteration 42Q: 3 clusters Score -776975.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -776976.437500 Penalty: 3076.371094
	Iteration 43Q: 3 clusters Score -776976.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -776980.000000 Penalty: 3076.371094
	Iteration 44Q: 3 clusters Score -776980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -776983.375000 Penalty: 3076.371094
	Iteration 45Q: 3 clusters Score -776983.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -776985.625000 Penalty: 3076.371094
	Iteration 46Q: 3 clusters Score -776985.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -776988.750000 Penalty: 3076.371094
	Iteration 47Q: 3 clusters Score -776988.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -776991.000000 Penalty: 3076.371094
	Iteration 48Q: 3 clusters Score -776991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -776993.937500 Penalty: 3076.371094
	Iteration 49Q: 3 clusters Score -776993.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -777001.562500 Penalty: 3076.371094
	Iteration 50Q: 3 clusters Score -777001.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -777006.937500 Penalty: 3076.371094
	Iteration 51Q: 3 clusters Score -777006.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -777013.125000 Penalty: 3076.371094
	Iteration 52Q: 3 clusters Score -777013.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -777020.375000 Penalty: 3076.371094
	Iteration 53Q: 3 clusters Score -777020.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -777029.250000 Penalty: 3076.371094
	Iteration 54Q: 3 clusters Score -777029.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -777035.250000 Penalty: 3076.371094
	Iteration 55Q: 3 clusters Score -777035.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -777043.500000 Penalty: 3076.371094
	Iteration 56Q: 3 clusters Score -777043.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -777047.125000 Penalty: 3076.371094
	Iteration 57Q: 3 clusters Score -777047.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -777049.812500 Penalty: 3076.371094
	Iteration 58Q: 3 clusters Score -777049.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -777050.312500 Penalty: 3076.371094
	Iteration 59Q: 3 clusters Score -777050.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -777050.937500 Penalty: 3076.371094
	Iteration 60F: 3 clusters Score -777050.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -777050.312500 Penalty: 3076.371094
	Iteration 61Q: 3 clusters Score -777050.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -777050.312500 Penalty: 3076.371094
	Iteration 62F: 3 clusters Score -777050.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Entering Unmasked Estep 
Score: -136400.078125 Penalty: 1256.010498
	Iteration 0F: 2 clusters Score -136400.1 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 1178 members 
Entering Unmasked Estep 
Score: -134164.453125 Penalty: 2512.020996
	Iteration 0F: 3 clusters Score -134164.5 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -134691.265625 Penalty: 2512.020996
	Iteration 1F: 3 clusters Score -134691.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -134857.218750 Penalty: 2512.020996
	Iteration 2F: 3 clusters Score -134857.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -134963.687500 Penalty: 2512.020996
	Iteration 3F: 3 clusters Score -134963.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -135037.828125 Penalty: 2512.020996
	Iteration 4Q: 3 clusters Score -135037.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -135095.109375 Penalty: 2512.020996
	Iteration 5Q: 3 clusters Score -135095.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -135144.906250 Penalty: 2512.020996
	Iteration 6Q: 3 clusters Score -135144.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -135195.765625 Penalty: 2512.020996
	Iteration 7Q: 3 clusters Score -135195.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -135233.921875 Penalty: 2512.020996
	Iteration 8Q: 3 clusters Score -135233.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -135259.875000 Penalty: 2512.020996
	Iteration 9Q: 3 clusters Score -135259.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -135287.593750 Penalty: 2512.020996
	Iteration 10Q: 3 clusters Score -135287.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -135305.843750 Penalty: 2512.020996
	Iteration 11Q: 3 clusters Score -135305.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -135318.421875 Penalty: 2512.020996
	Iteration 12Q: 3 clusters Score -135318.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -135330.843750 Penalty: 2512.020996
	Iteration 13Q: 3 clusters Score -135330.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -135341.546875 Penalty: 2512.020996
	Iteration 14Q: 3 clusters Score -135341.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -135345.406250 Penalty: 2512.020996
	Iteration 15Q: 3 clusters Score -135345.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -135348.656250 Penalty: 2512.020996
	Iteration 16Q: 3 clusters Score -135348.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -135350.062500 Penalty: 2512.020996
	Iteration 17Q: 3 clusters Score -135350.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -135351.828125 Penalty: 2512.020996
	Iteration 18Q: 3 clusters Score -135351.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -135353.562500 Penalty: 2512.020996
	Iteration 19Q: 3 clusters Score -135353.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -135354.437500 Penalty: 2512.020996
	Iteration 20F: 3 clusters Score -135354.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -135355.765625 Penalty: 2512.020996
	Iteration 21Q: 3 clusters Score -135355.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -135356.390625 Penalty: 2512.020996
	Iteration 22Q: 3 clusters Score -135356.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -135356.593750 Penalty: 2512.020996
	Iteration 23Q: 3 clusters Score -135356.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -135356.593750 Penalty: 2512.020996
	Iteration 24F: 3 clusters Score -135356.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Entering Unmasked Estep 
Score: -1032942.125000 Penalty: 1587.524902
	Iteration 0F: 2 clusters Score -1032942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1020848.250000 Penalty: 3175.049805
	Iteration 0F: 3 clusters Score -1020848 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1025404.000000 Penalty: 3175.049805
	Iteration 1F: 3 clusters Score -1025404 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1025996.000000 Penalty: 3175.049805
	Iteration 2F: 3 clusters Score -1025996 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1026703.500000 Penalty: 3175.049805
	Iteration 3F: 3 clusters Score -1026704 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1027519.562500 Penalty: 3175.049805
	Iteration 4F: 3 clusters Score -1027520 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1028472.312500 Penalty: 3175.049805
	Iteration 5F: 3 clusters Score -1028472 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1029637.312500 Penalty: 3175.049805
	Iteration 6F: 3 clusters Score -1029637 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1030968.250000 Penalty: 3175.049805
	Iteration 7F: 3 clusters Score -1030968 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1032013.000000 Penalty: 3175.049805
	Iteration 8F: 3 clusters Score -1032013 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1032664.000000 Penalty: 3175.049805
	Iteration 9Q: 3 clusters Score -1032664 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1032994.375000 Penalty: 3175.049805
	Iteration 10Q: 3 clusters Score -1032994 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1033113.375000 Penalty: 3175.049805
	Iteration 11Q: 3 clusters Score -1033113 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1033171.000000 Penalty: 3175.049805
	Iteration 12Q: 3 clusters Score -1033171 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1033204.687500 Penalty: 3175.049805
	Iteration 13Q: 3 clusters Score -1033205 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1033232.875000 Penalty: 3175.049805
	Iteration 14Q: 3 clusters Score -1033233 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1033258.125000 Penalty: 3175.049805
	Iteration 15Q: 3 clusters Score -1033258 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1033274.750000 Penalty: 3175.049805
	Iteration 16Q: 3 clusters Score -1033275 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1033287.312500 Penalty: 3175.049805
	Iteration 17Q: 3 clusters Score -1033287 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1033297.687500 Penalty: 3175.049805
	Iteration 18Q: 3 clusters Score -1033298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1033309.687500 Penalty: 3175.049805
	Iteration 19Q: 3 clusters Score -1033310 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1033322.437500 Penalty: 3175.049805
	Iteration 20F: 3 clusters Score -1033322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1033334.000000 Penalty: 3175.049805
	Iteration 21Q: 3 clusters Score -1033334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1033341.562500 Penalty: 3175.049805
	Iteration 22Q: 3 clusters Score -1033342 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1033349.312500 Penalty: 3175.049805
	Iteration 23Q: 3 clusters Score -1033349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1033355.312500 Penalty: 3175.049805
	Iteration 24Q: 3 clusters Score -1033355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1033359.562500 Penalty: 3175.049805
	Iteration 25Q: 3 clusters Score -1033360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1033361.750000 Penalty: 3175.049805
	Iteration 26Q: 3 clusters Score -1033362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1033366.562500 Penalty: 3175.049805
	Iteration 27Q: 3 clusters Score -1033367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1033370.000000 Penalty: 3175.049805
	Iteration 28Q: 3 clusters Score -1033370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1033371.937500 Penalty: 3175.049805
	Iteration 29Q: 3 clusters Score -1033372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1033375.500000 Penalty: 3175.049805
	Iteration 30Q: 3 clusters Score -1033376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1033377.562500 Penalty: 3175.049805
	Iteration 31Q: 3 clusters Score -1033378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1033379.250000 Penalty: 3175.049805
	Iteration 32Q: 3 clusters Score -1033379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1033380.312500 Penalty: 3175.049805
	Iteration 33Q: 3 clusters Score -1033380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -1033378.562500 Penalty: 3175.049805
	Iteration 34Q: 3 clusters Score -1033379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1033382.562500 Penalty: 3175.049805
	Iteration 35Q: 3 clusters Score -1033383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1033380.562500 Penalty: 3175.049805
	Iteration 36Q: 3 clusters Score -1033381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1033380.562500 Penalty: 3175.049805
	Iteration 37F: 3 clusters Score -1033381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 12910 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 1743 members 
Mstep: Class 6 contains 49435 members 
Mstep: Class 7 contains 12103 members 
Mstep: Class 8 contains 82397 members 
Mstep: Class 9 contains 10794 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 6714 members 
Mstep: Class 12 contains 7973 members 
Mstep: Class 13 contains 9187 members 
Mstep: Class 14 contains 7923 members 
Mstep: Class 15 contains 15273 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 17 contains 1618 members 
Mstep: Class 18 contains 48757 members 
Mstep: Class 19 contains 5804 members 
Mstep: Class 20 contains 7469 members 
Mstep: Class 21 contains 5591 members 
Mstep: Class 22 contains 5223 members 
Mstep: Class 23 contains 10091 members 
Entering Unmasked Estep 
Score: -21339992.000000 Penalty: 47814.824219
Splitting cluster 4 changes total score from -21339922.000000 to -21339992.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 5 (1743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Entering Unmasked Estep 
Score: -95419.203125 Penalty: 1212.796509
	Iteration 0F: 2 clusters Score -95419.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -93529.000000 Penalty: 2425.593018
	Iteration 0F: 3 clusters Score -93529 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -93947.882812 Penalty: 2425.593018
	Iteration 1F: 3 clusters Score -93947.88 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -94079.015625 Penalty: 2425.593018
	Iteration 2F: 3 clusters Score -94079.02 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -94135.187500 Penalty: 2425.593018
	Iteration 3Q: 3 clusters Score -94135.19 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -94170.921875 Penalty: 2425.593018
	Iteration 4Q: 3 clusters Score -94170.92 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -94199.367188 Penalty: 2425.593018
	Iteration 5Q: 3 clusters Score -94199.37 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -94233.031250 Penalty: 2425.593018
	Iteration 6Q: 3 clusters Score -94233.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -94270.343750 Penalty: 2425.593018
	Iteration 7Q: 3 clusters Score -94270.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -94306.593750 Penalty: 2425.593018
	Iteration 8Q: 3 clusters Score -94306.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -94344.695312 Penalty: 2425.593018
	Iteration 9Q: 3 clusters Score -94344.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -94372.898438 Penalty: 2425.593018
	Iteration 10Q: 3 clusters Score -94372.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -94398.843750 Penalty: 2425.593018
	Iteration 11Q: 3 clusters Score -94398.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -94421.585938 Penalty: 2425.593018
	Iteration 12Q: 3 clusters Score -94421.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -94438.203125 Penalty: 2425.593018
	Iteration 13Q: 3 clusters Score -94438.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -94449.195312 Penalty: 2425.593018
	Iteration 14Q: 3 clusters Score -94449.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -94458.914062 Penalty: 2425.593018
	Iteration 15Q: 3 clusters Score -94458.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -94463.046875 Penalty: 2425.593018
	Iteration 16Q: 3 clusters Score -94463.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -94467.484375 Penalty: 2425.593018
	Iteration 17Q: 3 clusters Score -94467.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -94471.937500 Penalty: 2425.593018
	Iteration 18Q: 3 clusters Score -94471.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -94474.976562 Penalty: 2425.593018
	Iteration 19Q: 3 clusters Score -94474.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -94478.273438 Penalty: 2425.593018
	Iteration 20F: 3 clusters Score -94478.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -94481.210938 Penalty: 2425.593018
	Iteration 21Q: 3 clusters Score -94481.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -94483.437500 Penalty: 2425.593018
	Iteration 22Q: 3 clusters Score -94483.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -94488.906250 Penalty: 2425.593018
	Iteration 23Q: 3 clusters Score -94488.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -94499.257812 Penalty: 2425.593018
	Iteration 24Q: 3 clusters Score -94499.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -94508.187500 Penalty: 2425.593018
	Iteration 25Q: 3 clusters Score -94508.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -94513.625000 Penalty: 2425.593018
	Iteration 26Q: 3 clusters Score -94513.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -94516.492188 Penalty: 2425.593018
	Iteration 27Q: 3 clusters Score -94516.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -94518.843750 Penalty: 2425.593018
	Iteration 28Q: 3 clusters Score -94518.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -94520.765625 Penalty: 2425.593018
	Iteration 29Q: 3 clusters Score -94520.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -94521.921875 Penalty: 2425.593018
	Iteration 30Q: 3 clusters Score -94521.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -94522.523438 Penalty: 2425.593018
	Iteration 31Q: 3 clusters Score -94522.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -94522.968750 Penalty: 2425.593018
	Iteration 32Q: 3 clusters Score -94522.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -94523.351562 Penalty: 2425.593018
	Iteration 33Q: 3 clusters Score -94523.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -94523.757812 Penalty: 2425.593018
	Iteration 34Q: 3 clusters Score -94523.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -94524.375000 Penalty: 2425.593018
	Iteration 35Q: 3 clusters Score -94524.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -94524.523438 Penalty: 2425.593018
	Iteration 36Q: 3 clusters Score -94524.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -94526.687500 Penalty: 2425.593018
	Iteration 37Q: 3 clusters Score -94526.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -94528.148438 Penalty: 2425.593018
	Iteration 38Q: 3 clusters Score -94528.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -94528.882812 Penalty: 2425.593018
	Iteration 39Q: 3 clusters Score -94528.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -94529.898438 Penalty: 2425.593018
	Iteration 40F: 3 clusters Score -94529.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Entering Unmasked Estep 
Score: -3088062.250000 Penalty: 1756.367188
	Iteration 0F: 2 clusters Score -3088062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -3055030.500000 Penalty: 3512.734375
	Iteration 0F: 3 clusters Score -3055030 nChanged 23070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -3068090.500000 Penalty: 3512.734375
	Iteration 1F: 3 clusters Score -3068090 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -3068414.250000 Penalty: 3512.734375
	Iteration 2Q: 3 clusters Score -3068414 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -3068775.750000 Penalty: 3512.734375
	Iteration 3Q: 3 clusters Score -3068776 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -3069150.000000 Penalty: 3512.734375
	Iteration 4Q: 3 clusters Score -3069150 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -3069582.500000 Penalty: 3512.734375
	Iteration 5Q: 3 clusters Score -3069582 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -3070206.500000 Penalty: 3512.734375
	Iteration 6Q: 3 clusters Score -3070206 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -3071182.500000 Penalty: 3512.734375
	Iteration 7Q: 3 clusters Score -3071182 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3072780.250000 Penalty: 3512.734375
	Iteration 8F: 3 clusters Score -3072780 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -3075175.250000 Penalty: 3512.734375
	Iteration 9F: 3 clusters Score -3075175 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -3078136.000000 Penalty: 3512.734375
	Iteration 10F: 3 clusters Score -3078136 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -3080780.250000 Penalty: 3512.734375
	Iteration 11F: 3 clusters Score -3080780 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -3082701.750000 Penalty: 3512.734375
	Iteration 12Q: 3 clusters Score -3082702 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3084046.250000 Penalty: 3512.734375
	Iteration 13Q: 3 clusters Score -3084046 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3085019.250000 Penalty: 3512.734375
	Iteration 14Q: 3 clusters Score -3085019 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3085605.500000 Penalty: 3512.734375
	Iteration 15Q: 3 clusters Score -3085606 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3086001.000000 Penalty: 3512.734375
	Iteration 16Q: 3 clusters Score -3086001 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3086224.750000 Penalty: 3512.734375
	Iteration 17Q: 3 clusters Score -3086225 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3086354.250000 Penalty: 3512.734375
	Iteration 18Q: 3 clusters Score -3086354 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3086427.250000 Penalty: 3512.734375
	Iteration 19Q: 3 clusters Score -3086427 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3086492.250000 Penalty: 3512.734375
	Iteration 20F: 3 clusters Score -3086492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3086520.750000 Penalty: 3512.734375
	Iteration 21Q: 3 clusters Score -3086521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3086537.000000 Penalty: 3512.734375
	Iteration 22Q: 3 clusters Score -3086537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3086547.000000 Penalty: 3512.734375
	Iteration 23Q: 3 clusters Score -3086547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3086553.000000 Penalty: 3512.734375
	Iteration 24Q: 3 clusters Score -3086553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3086558.000000 Penalty: 3512.734375
	Iteration 25Q: 3 clusters Score -3086558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3086564.750000 Penalty: 3512.734375
	Iteration 26Q: 3 clusters Score -3086565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3086574.000000 Penalty: 3512.734375
	Iteration 27Q: 3 clusters Score -3086574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3086577.500000 Penalty: 3512.734375
	Iteration 28Q: 3 clusters Score -3086578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3086578.750000 Penalty: 3512.734375
	Iteration 29Q: 3 clusters Score -3086579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3086581.750000 Penalty: 3512.734375
	Iteration 30Q: 3 clusters Score -3086582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3086581.750000 Penalty: 3512.734375
	Iteration 31F: 3 clusters Score -3086582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Entering Unmasked Estep 
Score: -732297.375000 Penalty: 1527.696411
	Iteration 0F: 2 clusters Score -732297.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -723734.187500 Penalty: 3055.392822
	Iteration 0F: 3 clusters Score -723734.2 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -726712.375000 Penalty: 3055.392822
	Iteration 1F: 3 clusters Score -726712.4 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -727122.000000 Penalty: 3055.392822
	Iteration 2F: 3 clusters Score -727122 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -727540.562500 Penalty: 3055.392822
	Iteration 3F: 3 clusters Score -727540.6 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -728019.625000 Penalty: 3055.392822
	Iteration 4F: 3 clusters Score -728019.6 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -728535.625000 Penalty: 3055.392822
	Iteration 5F: 3 clusters Score -728535.6 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -729033.750000 Penalty: 3055.392822
	Iteration 6F: 3 clusters Score -729033.8 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -729542.437500 Penalty: 3055.392822
	Iteration 7F: 3 clusters Score -729542.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -730009.250000 Penalty: 3055.392822
	Iteration 8Q: 3 clusters Score -730009.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -730410.562500 Penalty: 3055.392822
	Iteration 9Q: 3 clusters Score -730410.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -730683.937500 Penalty: 3055.392822
	Iteration 10Q: 3 clusters Score -730683.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -730858.500000 Penalty: 3055.392822
	Iteration 11Q: 3 clusters Score -730858.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -730993.937500 Penalty: 3055.392822
	Iteration 12Q: 3 clusters Score -730993.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -731062.812500 Penalty: 3055.392822
	Iteration 13Q: 3 clusters Score -731062.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -731112.250000 Penalty: 3055.392822
	Iteration 14Q: 3 clusters Score -731112.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -731135.250000 Penalty: 3055.392822
	Iteration 15Q: 3 clusters Score -731135.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -731143.500000 Penalty: 3055.392822
	Iteration 16Q: 3 clusters Score -731143.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -731147.875000 Penalty: 3055.392822
	Iteration 17Q: 3 clusters Score -731147.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -731153.875000 Penalty: 3055.392822
	Iteration 18Q: 3 clusters Score -731153.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -731158.937500 Penalty: 3055.392822
	Iteration 19Q: 3 clusters Score -731158.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -731164.062500 Penalty: 3055.392822
	Iteration 20F: 3 clusters Score -731164.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -731168.187500 Penalty: 3055.392822
	Iteration 21Q: 3 clusters Score -731168.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -731169.687500 Penalty: 3055.392822
	Iteration 22Q: 3 clusters Score -731169.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -731172.125000 Penalty: 3055.392822
	Iteration 23Q: 3 clusters Score -731172.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -731172.125000 Penalty: 3055.392822
	Iteration 24F: 3 clusters Score -731172.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (82397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82397 members 
Entering Unmasked Estep 
Score: -5256596.500000 Penalty: 1839.386963
	Iteration 0F: 2 clusters Score -5256596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -5201630.000000 Penalty: 3678.773926
	Iteration 0F: 3 clusters Score -5201630 nChanged 39346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -5224750.000000 Penalty: 3678.773926
	Iteration 1F: 3 clusters Score -5224750 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -5225654.000000 Penalty: 3678.773926
	Iteration 2Q: 3 clusters Score -5225654 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -5226747.000000 Penalty: 3678.773926
	Iteration 3Q: 3 clusters Score -5226747 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -5228096.000000 Penalty: 3678.773926
	Iteration 4Q: 3 clusters Score -5228096 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -5229648.000000 Penalty: 3678.773926
	Iteration 5Q: 3 clusters Score -5229648 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -5231686.500000 Penalty: 3678.773926
	Iteration 6Q: 3 clusters Score -5231686 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -5234208.000000 Penalty: 3678.773926
	Iteration 7F: 3 clusters Score -5234208 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -5237164.500000 Penalty: 3678.773926
	Iteration 8F: 3 clusters Score -5237164 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -5239845.500000 Penalty: 3678.773926
	Iteration 9F: 3 clusters Score -5239846 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 49728 members 
Entering Unmasked Estep 
Score: -5241494.000000 Penalty: 3678.773926
	Iteration 10Q: 3 clusters Score -5241494 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -5242190.500000 Penalty: 3678.773926
	Iteration 11Q: 3 clusters Score -5242190 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -5242543.000000 Penalty: 3678.773926
	Iteration 12Q: 3 clusters Score -5242543 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 52471 members 
Entering Unmasked Estep 
Score: -5242757.500000 Penalty: 3678.773926
	Iteration 13Q: 3 clusters Score -5242758 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 53374 members 
Entering Unmasked Estep 
Score: -5242933.000000 Penalty: 3678.773926
	Iteration 14Q: 3 clusters Score -5242933 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 54295 members 
Entering Unmasked Estep 
Score: -5243126.000000 Penalty: 3678.773926
	Iteration 15Q: 3 clusters Score -5243126 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 55260 members 
Entering Unmasked Estep 
Score: -5243406.000000 Penalty: 3678.773926
	Iteration 16Q: 3 clusters Score -5243406 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 56347 members 
Entering Unmasked Estep 
Score: -5243663.000000 Penalty: 3678.773926
	Iteration 17Q: 3 clusters Score -5243663 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 57514 members 
Entering Unmasked Estep 
Score: -5243977.500000 Penalty: 3678.773926
	Iteration 18Q: 3 clusters Score -5243978 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 58724 members 
Entering Unmasked Estep 
Score: -5244288.500000 Penalty: 3678.773926
	Iteration 19Q: 3 clusters Score -5244288 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -5244651.500000 Penalty: 3678.773926
	Iteration 20F: 3 clusters Score -5244652 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 61369 members 
Entering Unmasked Estep 
Score: -5245131.500000 Penalty: 3678.773926
	Iteration 21Q: 3 clusters Score -5245132 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 62851 members 
Entering Unmasked Estep 
Score: -5245648.000000 Penalty: 3678.773926
	Iteration 22Q: 3 clusters Score -5245648 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 64321 members 
Entering Unmasked Estep 
Score: -5246215.000000 Penalty: 3678.773926
	Iteration 23Q: 3 clusters Score -5246215 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 65896 members 
Entering Unmasked Estep 
Score: -5246857.500000 Penalty: 3678.773926
	Iteration 24Q: 3 clusters Score -5246858 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 67465 members 
Entering Unmasked Estep 
Score: -5247573.500000 Penalty: 3678.773926
	Iteration 25Q: 3 clusters Score -5247574 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 69053 members 
Entering Unmasked Estep 
Score: -5248360.500000 Penalty: 3678.773926
	Iteration 26Q: 3 clusters Score -5248360 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 70663 members 
Entering Unmasked Estep 
Score: -5249154.500000 Penalty: 3678.773926
	Iteration 27Q: 3 clusters Score -5249154 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 72179 members 
Entering Unmasked Estep 
Score: -5249976.500000 Penalty: 3678.773926
	Iteration 28Q: 3 clusters Score -5249976 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 73608 members 
Entering Unmasked Estep 
Score: -5250727.500000 Penalty: 3678.773926
	Iteration 29Q: 3 clusters Score -5250728 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 74935 members 
Entering Unmasked Estep 
Score: -5251474.000000 Penalty: 3678.773926
	Iteration 30Q: 3 clusters Score -5251474 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 76117 members 
Entering Unmasked Estep 
Score: -5252132.000000 Penalty: 3678.773926
	Iteration 31Q: 3 clusters Score -5252132 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 77166 members 
Entering Unmasked Estep 
Score: -5252695.000000 Penalty: 3678.773926
	Iteration 32Q: 3 clusters Score -5252695 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 78121 members 
Entering Unmasked Estep 
Score: -5253232.000000 Penalty: 3678.773926
	Iteration 33Q: 3 clusters Score -5253232 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
Score: -5253655.000000 Penalty: 3678.773926
	Iteration 34Q: 3 clusters Score -5253655 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 79479 members 
Entering Unmasked Estep 
Score: -5253959.500000 Penalty: 3678.773926
	Iteration 35Q: 3 clusters Score -5253960 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 79990 members 
Entering Unmasked Estep 
Score: -5254218.000000 Penalty: 3678.773926
	Iteration 36Q: 3 clusters Score -5254218 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 80371 members 
Entering Unmasked Estep 
Score: -5254426.500000 Penalty: 3678.773926
	Iteration 37Q: 3 clusters Score -5254426 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 80670 members 
Entering Unmasked Estep 
Score: -5254591.000000 Penalty: 3678.773926
	Iteration 38Q: 3 clusters Score -5254591 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 80899 members 
Entering Unmasked Estep 
Score: -5254734.000000 Penalty: 3678.773926
	Iteration 39Q: 3 clusters Score -5254734 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 81094 members 
Entering Unmasked Estep 
Score: -5254862.000000 Penalty: 3678.773926
	Iteration 40F: 3 clusters Score -5254862 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 81246 members 
Entering Unmasked Estep 
Score: -5254987.500000 Penalty: 3678.773926
	Iteration 41Q: 3 clusters Score -5254988 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 81341 members 
Entering Unmasked Estep 
Score: -5255074.000000 Penalty: 3678.773926
	Iteration 42Q: 3 clusters Score -5255074 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 81419 members 
Entering Unmasked Estep 
Score: -5255137.000000 Penalty: 3678.773926
	Iteration 43Q: 3 clusters Score -5255137 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 81471 members 
Entering Unmasked Estep 
Score: -5255199.500000 Penalty: 3678.773926
	Iteration 44Q: 3 clusters Score -5255200 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 81506 members 
Entering Unmasked Estep 
Score: -5255239.500000 Penalty: 3678.773926
	Iteration 45Q: 3 clusters Score -5255240 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 81536 members 
Entering Unmasked Estep 
Score: -5255263.000000 Penalty: 3678.773926
	Iteration 46Q: 3 clusters Score -5255263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 81558 members 
Entering Unmasked Estep 
Score: -5255282.500000 Penalty: 3678.773926
	Iteration 47Q: 3 clusters Score -5255282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 81576 members 
Entering Unmasked Estep 
Score: -5255295.500000 Penalty: 3678.773926
	Iteration 48Q: 3 clusters Score -5255296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 81583 members 
Entering Unmasked Estep 
Score: -5255305.500000 Penalty: 3678.773926
	Iteration 49Q: 3 clusters Score -5255306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 81580 members 
Entering Unmasked Estep 
Score: -5255317.000000 Penalty: 3678.773926
	Iteration 50Q: 3 clusters Score -5255317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 81583 members 
Entering Unmasked Estep 
Score: -5255325.000000 Penalty: 3678.773926
	Iteration 51Q: 3 clusters Score -5255325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 81585 members 
Entering Unmasked Estep 
Score: -5255330.500000 Penalty: 3678.773926
	Iteration 52Q: 3 clusters Score -5255330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 81588 members 
Entering Unmasked Estep 
Score: -5255329.500000 Penalty: 3678.773926
	Iteration 53Q: 3 clusters Score -5255330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 81589 members 
Entering Unmasked Estep 
Score: -5255329.000000 Penalty: 3678.773926
	Iteration 54Q: 3 clusters Score -5255329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 81589 members 
Entering Unmasked Estep 
Score: -5255335.000000 Penalty: 3678.773926
	Iteration 55Q: 3 clusters Score -5255335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 81594 members 
Entering Unmasked Estep 
Score: -5255342.000000 Penalty: 3678.773926
	Iteration 56Q: 3 clusters Score -5255342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 81600 members 
Entering Unmasked Estep 
Score: -5255337.000000 Penalty: 3678.773926
	Iteration 57Q: 3 clusters Score -5255337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 81599 members 
Entering Unmasked Estep 
Score: -5255342.000000 Penalty: 3678.773926
	Iteration 58Q: 3 clusters Score -5255342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 81599 members 
Entering Unmasked Estep 
Score: -5255343.000000 Penalty: 3678.773926
	Iteration 59Q: 3 clusters Score -5255343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 81598 members 
Entering Unmasked Estep 
Score: -5255344.000000 Penalty: 3678.773926
	Iteration 60F: 3 clusters Score -5255344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 81597 members 
Entering Unmasked Estep 
Score: -5255344.000000 Penalty: 3678.773926
	Iteration 61Q: 3 clusters Score -5255344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 81595 members 
Entering Unmasked Estep 
Score: -5255345.500000 Penalty: 3678.773926
	Iteration 62Q: 3 clusters Score -5255346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 81594 members 
Entering Unmasked Estep 
Score: -5255342.500000 Penalty: 3678.773926
	Iteration 63Q: 3 clusters Score -5255342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 81595 members 
Entering Unmasked Estep 
Score: -5255347.500000 Penalty: 3678.773926
	Iteration 64Q: 3 clusters Score -5255348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 81595 members 
Entering Unmasked Estep 
Score: -5255347.500000 Penalty: 3678.773926
	Iteration 65F: 3 clusters Score -5255348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Entering Unmasked Estep 
Score: -692267.187500 Penalty: 1509.096191
	Iteration 0F: 2 clusters Score -692267.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -684547.562500 Penalty: 3018.192383
	Iteration 0F: 3 clusters Score -684547.6 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -687157.437500 Penalty: 3018.192383
	Iteration 1F: 3 clusters Score -687157.4 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -687525.000000 Penalty: 3018.192383
	Iteration 2F: 3 clusters Score -687525 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -687873.750000 Penalty: 3018.192383
	Iteration 3F: 3 clusters Score -687873.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -688143.375000 Penalty: 3018.192383
	Iteration 4Q: 3 clusters Score -688143.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -688373.750000 Penalty: 3018.192383
	Iteration 5Q: 3 clusters Score -688373.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -688570.375000 Penalty: 3018.192383
	Iteration 6Q: 3 clusters Score -688570.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -688750.062500 Penalty: 3018.192383
	Iteration 7Q: 3 clusters Score -688750.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -688885.250000 Penalty: 3018.192383
	Iteration 8Q: 3 clusters Score -688885.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -689005.687500 Penalty: 3018.192383
	Iteration 9Q: 3 clusters Score -689005.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -689113.562500 Penalty: 3018.192383
	Iteration 10Q: 3 clusters Score -689113.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -689225.250000 Penalty: 3018.192383
	Iteration 11Q: 3 clusters Score -689225.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -689343.187500 Penalty: 3018.192383
	Iteration 12Q: 3 clusters Score -689343.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -689460.437500 Penalty: 3018.192383
	Iteration 13Q: 3 clusters Score -689460.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -689580.375000 Penalty: 3018.192383
	Iteration 14Q: 3 clusters Score -689580.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -689684.250000 Penalty: 3018.192383
	Iteration 15Q: 3 clusters Score -689684.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -689784.875000 Penalty: 3018.192383
	Iteration 16Q: 3 clusters Score -689784.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -689892.500000 Penalty: 3018.192383
	Iteration 17Q: 3 clusters Score -689892.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -690017.937500 Penalty: 3018.192383
	Iteration 18Q: 3 clusters Score -690017.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -690159.062500 Penalty: 3018.192383
	Iteration 19Q: 3 clusters Score -690159.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -690283.937500 Penalty: 3018.192383
	Iteration 20F: 3 clusters Score -690283.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -690397.000000 Penalty: 3018.192383
	Iteration 21Q: 3 clusters Score -690397 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -690489.750000 Penalty: 3018.192383
	Iteration 22Q: 3 clusters Score -690489.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -690572.250000 Penalty: 3018.192383
	Iteration 23Q: 3 clusters Score -690572.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -690645.500000 Penalty: 3018.192383
	Iteration 24Q: 3 clusters Score -690645.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -690712.375000 Penalty: 3018.192383
	Iteration 25Q: 3 clusters Score -690712.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -690760.625000 Penalty: 3018.192383
	Iteration 26Q: 3 clusters Score -690760.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -690798.000000 Penalty: 3018.192383
	Iteration 27Q: 3 clusters Score -690798 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -690823.437500 Penalty: 3018.192383
	Iteration 28Q: 3 clusters Score -690823.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -690840.500000 Penalty: 3018.192383
	Iteration 29Q: 3 clusters Score -690840.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -690864.250000 Penalty: 3018.192383
	Iteration 30Q: 3 clusters Score -690864.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -690886.000000 Penalty: 3018.192383
	Iteration 31Q: 3 clusters Score -690886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -690905.750000 Penalty: 3018.192383
	Iteration 32Q: 3 clusters Score -690905.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -690922.500000 Penalty: 3018.192383
	Iteration 33Q: 3 clusters Score -690922.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -690934.250000 Penalty: 3018.192383
	Iteration 34Q: 3 clusters Score -690934.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -690948.812500 Penalty: 3018.192383
	Iteration 35Q: 3 clusters Score -690948.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -690958.250000 Penalty: 3018.192383
	Iteration 36Q: 3 clusters Score -690958.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -690967.562500 Penalty: 3018.192383
	Iteration 37Q: 3 clusters Score -690967.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -690970.687500 Penalty: 3018.192383
	Iteration 38Q: 3 clusters Score -690970.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -690976.500000 Penalty: 3018.192383
	Iteration 39Q: 3 clusters Score -690976.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -690979.250000 Penalty: 3018.192383
	Iteration 40F: 3 clusters Score -690979.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -690982.625000 Penalty: 3018.192383
	Iteration 41Q: 3 clusters Score -690982.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -690984.125000 Penalty: 3018.192383
	Iteration 42Q: 3 clusters Score -690984.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -690985.750000 Penalty: 3018.192383
	Iteration 43Q: 3 clusters Score -690985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -690985.312500 Penalty: 3018.192383
	Iteration 44Q: 3 clusters Score -690985.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -690986.000000 Penalty: 3018.192383
	Iteration 45Q: 3 clusters Score -690986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -690986.625000 Penalty: 3018.192383
	Iteration 46Q: 3 clusters Score -690986.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -690987.000000 Penalty: 3018.192383
	Iteration 47Q: 3 clusters Score -690987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -690987.000000 Penalty: 3018.192383
	Iteration 48F: 3 clusters Score -690987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Entering Unmasked Estep 
Score: -168748.984375 Penalty: 1279.583252
	Iteration 0F: 2 clusters Score -168749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -166238.843750 Penalty: 2559.166504
	Iteration 0F: 3 clusters Score -166238.8 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -166883.546875 Penalty: 2559.166504
	Iteration 1F: 3 clusters Score -166883.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -166989.140625 Penalty: 2559.166504
	Iteration 2F: 3 clusters Score -166989.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -167059.968750 Penalty: 2559.166504
	Iteration 3Q: 3 clusters Score -167060 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -167105.875000 Penalty: 2559.166504
	Iteration 4Q: 3 clusters Score -167105.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -167142.593750 Penalty: 2559.166504
	Iteration 5Q: 3 clusters Score -167142.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -167174.031250 Penalty: 2559.166504
	Iteration 6Q: 3 clusters Score -167174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -167194.515625 Penalty: 2559.166504
	Iteration 7Q: 3 clusters Score -167194.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -167208.500000 Penalty: 2559.166504
	Iteration 8Q: 3 clusters Score -167208.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -167218.578125 Penalty: 2559.166504
	Iteration 9Q: 3 clusters Score -167218.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -167222.812500 Penalty: 2559.166504
	Iteration 10Q: 3 clusters Score -167222.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -167226.531250 Penalty: 2559.166504
	Iteration 11Q: 3 clusters Score -167226.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -167227.000000 Penalty: 2559.166504
	Iteration 12Q: 3 clusters Score -167227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -167227.000000 Penalty: 2559.166504
	Iteration 13F: 3 clusters Score -167227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Entering Unmasked Estep 
Score: -398664.281250 Penalty: 1431.941772
	Iteration 0F: 2 clusters Score -398664.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -393679.906250 Penalty: 2863.883545
	Iteration 0F: 3 clusters Score -393679.9 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -395400.406250 Penalty: 2863.883545
	Iteration 1F: 3 clusters Score -395400.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -395856.437500 Penalty: 2863.883545
	Iteration 2F: 3 clusters Score -395856.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -396326.625000 Penalty: 2863.883545
	Iteration 3F: 3 clusters Score -396326.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -396786.906250 Penalty: 2863.883545
	Iteration 4F: 3 clusters Score -396786.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -397116.437500 Penalty: 2863.883545
	Iteration 5F: 3 clusters Score -397116.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -397341.281250 Penalty: 2863.883545
	Iteration 6F: 3 clusters Score -397341.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -397523.500000 Penalty: 2863.883545
	Iteration 7Q: 3 clusters Score -397523.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -397658.687500 Penalty: 2863.883545
	Iteration 8Q: 3 clusters Score -397658.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -397773.468750 Penalty: 2863.883545
	Iteration 9Q: 3 clusters Score -397773.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -397860.593750 Penalty: 2863.883545
	Iteration 10Q: 3 clusters Score -397860.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -397948.156250 Penalty: 2863.883545
	Iteration 11Q: 3 clusters Score -397948.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -398017.968750 Penalty: 2863.883545
	Iteration 12Q: 3 clusters Score -398018 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -398061.187500 Penalty: 2863.883545
	Iteration 13Q: 3 clusters Score -398061.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -398090.781250 Penalty: 2863.883545
	Iteration 14Q: 3 clusters Score -398090.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -398111.093750 Penalty: 2863.883545
	Iteration 15Q: 3 clusters Score -398111.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -398124.093750 Penalty: 2863.883545
	Iteration 16Q: 3 clusters Score -398124.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -398133.875000 Penalty: 2863.883545
	Iteration 17Q: 3 clusters Score -398133.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -398139.312500 Penalty: 2863.883545
	Iteration 18Q: 3 clusters Score -398139.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -398146.156250 Penalty: 2863.883545
	Iteration 19Q: 3 clusters Score -398146.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -398155.625000 Penalty: 2863.883545
	Iteration 20F: 3 clusters Score -398155.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -398159.656250 Penalty: 2863.883545
	Iteration 21Q: 3 clusters Score -398159.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -398162.468750 Penalty: 2863.883545
	Iteration 22Q: 3 clusters Score -398162.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -398163.656250 Penalty: 2863.883545
	Iteration 23Q: 3 clusters Score -398163.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -398166.781250 Penalty: 2863.883545
	Iteration 24Q: 3 clusters Score -398166.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -398166.531250 Penalty: 2863.883545
	Iteration 25Q: 3 clusters Score -398166.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -398169.781250 Penalty: 2863.883545
	Iteration 26Q: 3 clusters Score -398169.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -398171.687500 Penalty: 2863.883545
	Iteration 27Q: 3 clusters Score -398171.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -398172.968750 Penalty: 2863.883545
	Iteration 28Q: 3 clusters Score -398173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -398174.125000 Penalty: 2863.883545
	Iteration 29Q: 3 clusters Score -398174.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -398174.125000 Penalty: 2863.883545
	Iteration 30F: 3 clusters Score -398174.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Entering Unmasked Estep 
Score: -472936.156250 Penalty: 1459.870117
	Iteration 0F: 2 clusters Score -472936.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -467052.000000 Penalty: 2919.740234
	Iteration 0F: 3 clusters Score -467052 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -468899.281250 Penalty: 2919.740234
	Iteration 1F: 3 clusters Score -468899.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -469198.750000 Penalty: 2919.740234
	Iteration 2F: 3 clusters Score -469198.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -469470.062500 Penalty: 2919.740234
	Iteration 3F: 3 clusters Score -469470.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -469808.968750 Penalty: 2919.740234
	Iteration 4F: 3 clusters Score -469809 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -470137.656250 Penalty: 2919.740234
	Iteration 5F: 3 clusters Score -470137.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -470409.937500 Penalty: 2919.740234
	Iteration 6F: 3 clusters Score -470409.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -470644.343750 Penalty: 2919.740234
	Iteration 7F: 3 clusters Score -470644.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -470856.125000 Penalty: 2919.740234
	Iteration 8Q: 3 clusters Score -470856.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -471051.125000 Penalty: 2919.740234
	Iteration 9Q: 3 clusters Score -471051.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -471217.187500 Penalty: 2919.740234
	Iteration 10Q: 3 clusters Score -471217.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -471362.625000 Penalty: 2919.740234
	Iteration 11Q: 3 clusters Score -471362.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -471487.406250 Penalty: 2919.740234
	Iteration 12Q: 3 clusters Score -471487.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -471567.718750 Penalty: 2919.740234
	Iteration 13Q: 3 clusters Score -471567.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -471639.843750 Penalty: 2919.740234
	Iteration 14Q: 3 clusters Score -471639.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -471704.812500 Penalty: 2919.740234
	Iteration 15Q: 3 clusters Score -471704.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -471760.125000 Penalty: 2919.740234
	Iteration 16Q: 3 clusters Score -471760.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -471809.875000 Penalty: 2919.740234
	Iteration 17Q: 3 clusters Score -471809.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -471848.750000 Penalty: 2919.740234
	Iteration 18Q: 3 clusters Score -471848.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -471882.468750 Penalty: 2919.740234
	Iteration 19Q: 3 clusters Score -471882.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -471912.968750 Penalty: 2919.740234
	Iteration 20F: 3 clusters Score -471913 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -471947.906250 Penalty: 2919.740234
	Iteration 21Q: 3 clusters Score -471947.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -471985.843750 Penalty: 2919.740234
	Iteration 22Q: 3 clusters Score -471985.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -472025.562500 Penalty: 2919.740234
	Iteration 23Q: 3 clusters Score -472025.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -472061.593750 Penalty: 2919.740234
	Iteration 24Q: 3 clusters Score -472061.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -472099.218750 Penalty: 2919.740234
	Iteration 25Q: 3 clusters Score -472099.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -472135.718750 Penalty: 2919.740234
	Iteration 26Q: 3 clusters Score -472135.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -472175.593750 Penalty: 2919.740234
	Iteration 27Q: 3 clusters Score -472175.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -472214.750000 Penalty: 2919.740234
	Iteration 28Q: 3 clusters Score -472214.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -472245.187500 Penalty: 2919.740234
	Iteration 29Q: 3 clusters Score -472245.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -472271.843750 Penalty: 2919.740234
	Iteration 30Q: 3 clusters Score -472271.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -472296.531250 Penalty: 2919.740234
	Iteration 31Q: 3 clusters Score -472296.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -472321.500000 Penalty: 2919.740234
	Iteration 32Q: 3 clusters Score -472321.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -472334.125000 Penalty: 2919.740234
	Iteration 33Q: 3 clusters Score -472334.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -472347.625000 Penalty: 2919.740234
	Iteration 34Q: 3 clusters Score -472347.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -472359.406250 Penalty: 2919.740234
	Iteration 35Q: 3 clusters Score -472359.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -472369.000000 Penalty: 2919.740234
	Iteration 36Q: 3 clusters Score -472369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -472377.375000 Penalty: 2919.740234
	Iteration 37Q: 3 clusters Score -472377.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -472382.656250 Penalty: 2919.740234
	Iteration 38Q: 3 clusters Score -472382.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -472386.250000 Penalty: 2919.740234
	Iteration 39Q: 3 clusters Score -472386.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -472391.031250 Penalty: 2919.740234
	Iteration 40F: 3 clusters Score -472391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -472393.906250 Penalty: 2919.740234
	Iteration 41Q: 3 clusters Score -472393.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -472394.812500 Penalty: 2919.740234
	Iteration 42Q: 3 clusters Score -472394.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -472397.187500 Penalty: 2919.740234
	Iteration 43Q: 3 clusters Score -472397.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -472397.968750 Penalty: 2919.740234
	Iteration 44Q: 3 clusters Score -472398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -472402.281250 Penalty: 2919.740234
	Iteration 45Q: 3 clusters Score -472402.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -472405.625000 Penalty: 2919.740234
	Iteration 46Q: 3 clusters Score -472405.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -472407.562500 Penalty: 2919.740234
	Iteration 47Q: 3 clusters Score -472407.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -472408.125000 Penalty: 2919.740234
	Iteration 48Q: 3 clusters Score -472408.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -472408.843750 Penalty: 2919.740234
	Iteration 49Q: 3 clusters Score -472408.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -472409.843750 Penalty: 2919.740234
	Iteration 50Q: 3 clusters Score -472409.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -472410.781250 Penalty: 2919.740234
	Iteration 51Q: 3 clusters Score -472410.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -472411.156250 Penalty: 2919.740234
	Iteration 52Q: 3 clusters Score -472411.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -472411.156250 Penalty: 2919.740234
	Iteration 53F: 3 clusters Score -472411.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Entering Unmasked Estep 
Score: -612112.250000 Penalty: 1482.901001
	Iteration 0F: 2 clusters Score -612112.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -605431.125000 Penalty: 2965.802002
	Iteration 0F: 3 clusters Score -605431.1 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -607621.125000 Penalty: 2965.802002
	Iteration 1F: 3 clusters Score -607621.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -607865.000000 Penalty: 2965.802002
	Iteration 2F: 3 clusters Score -607865 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -608048.125000 Penalty: 2965.802002
	Iteration 3Q: 3 clusters Score -608048.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -608221.312500 Penalty: 2965.802002
	Iteration 4Q: 3 clusters Score -608221.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -608412.687500 Penalty: 2965.802002
	Iteration 5Q: 3 clusters Score -608412.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -608664.750000 Penalty: 2965.802002
	Iteration 6Q: 3 clusters Score -608664.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -608984.375000 Penalty: 2965.802002
	Iteration 7F: 3 clusters Score -608984.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -609358.000000 Penalty: 2965.802002
	Iteration 8F: 3 clusters Score -609358 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -609749.000000 Penalty: 2965.802002
	Iteration 9F: 3 clusters Score -609749 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -610104.187500 Penalty: 2965.802002
	Iteration 10Q: 3 clusters Score -610104.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -610349.750000 Penalty: 2965.802002
	Iteration 11Q: 3 clusters Score -610349.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -610505.875000 Penalty: 2965.802002
	Iteration 12Q: 3 clusters Score -610505.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -610616.812500 Penalty: 2965.802002
	Iteration 13Q: 3 clusters Score -610616.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -610685.750000 Penalty: 2965.802002
	Iteration 14Q: 3 clusters Score -610685.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -610731.000000 Penalty: 2965.802002
	Iteration 15Q: 3 clusters Score -610731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -610758.000000 Penalty: 2965.802002
	Iteration 16Q: 3 clusters Score -610758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -610771.000000 Penalty: 2965.802002
	Iteration 17Q: 3 clusters Score -610771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -610778.000000 Penalty: 2965.802002
	Iteration 18Q: 3 clusters Score -610778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -610783.375000 Penalty: 2965.802002
	Iteration 19Q: 3 clusters Score -610783.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -610786.437500 Penalty: 2965.802002
	Iteration 20F: 3 clusters Score -610786.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -610787.437500 Penalty: 2965.802002
	Iteration 21Q: 3 clusters Score -610787.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -610789.687500 Penalty: 2965.802002
	Iteration 22Q: 3 clusters Score -610789.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -610791.375000 Penalty: 2965.802002
	Iteration 23Q: 3 clusters Score -610791.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -610793.062500 Penalty: 2965.802002
	Iteration 24Q: 3 clusters Score -610793.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -610794.687500 Penalty: 2965.802002
	Iteration 25Q: 3 clusters Score -610794.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -610795.750000 Penalty: 2965.802002
	Iteration 26Q: 3 clusters Score -610795.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -610798.000000 Penalty: 2965.802002
	Iteration 27Q: 3 clusters Score -610798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -610798.000000 Penalty: 2965.802002
	Iteration 28F: 3 clusters Score -610798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Entering Unmasked Estep 
Score: -466394.468750 Penalty: 1458.847778
	Iteration 0F: 2 clusters Score -466394.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -460566.593750 Penalty: 2917.695557
	Iteration 0F: 3 clusters Score -460566.6 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -462500.000000 Penalty: 2917.695557
	Iteration 1F: 3 clusters Score -462500 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -463137.343750 Penalty: 2917.695557
	Iteration 2F: 3 clusters Score -463137.3 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -464093.218750 Penalty: 2917.695557
	Iteration 3F: 3 clusters Score -464093.2 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -465187.156250 Penalty: 2917.695557
	Iteration 4F: 3 clusters Score -465187.2 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -465950.218750 Penalty: 2917.695557
	Iteration 5F: 3 clusters Score -465950.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -466290.343750 Penalty: 2917.695557
	Iteration 6F: 3 clusters Score -466290.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -466456.312500 Penalty: 2917.695557
	Iteration 7Q: 3 clusters Score -466456.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -466553.125000 Penalty: 2917.695557
	Iteration 8Q: 3 clusters Score -466553.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -466607.375000 Penalty: 2917.695557
	Iteration 9Q: 3 clusters Score -466607.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -466647.156250 Penalty: 2917.695557
	Iteration 10Q: 3 clusters Score -466647.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -466674.468750 Penalty: 2917.695557
	Iteration 11Q: 3 clusters Score -466674.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -466691.812500 Penalty: 2917.695557
	Iteration 12Q: 3 clusters Score -466691.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -466700.062500 Penalty: 2917.695557
	Iteration 13Q: 3 clusters Score -466700.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -466708.875000 Penalty: 2917.695557
	Iteration 14Q: 3 clusters Score -466708.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -466716.750000 Penalty: 2917.695557
	Iteration 15Q: 3 clusters Score -466716.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -466723.125000 Penalty: 2917.695557
	Iteration 16Q: 3 clusters Score -466723.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -466732.187500 Penalty: 2917.695557
	Iteration 17Q: 3 clusters Score -466732.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -466736.343750 Penalty: 2917.695557
	Iteration 18Q: 3 clusters Score -466736.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -466739.312500 Penalty: 2917.695557
	Iteration 19Q: 3 clusters Score -466739.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -466741.187500 Penalty: 2917.695557
	Iteration 20F: 3 clusters Score -466741.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -466742.218750 Penalty: 2917.695557
	Iteration 21Q: 3 clusters Score -466742.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -466743.750000 Penalty: 2917.695557
	Iteration 22Q: 3 clusters Score -466743.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -466745.750000 Penalty: 2917.695557
	Iteration 23Q: 3 clusters Score -466745.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -466747.593750 Penalty: 2917.695557
	Iteration 24Q: 3 clusters Score -466747.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -466748.031250 Penalty: 2917.695557
	Iteration 25Q: 3 clusters Score -466748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -466751.312500 Penalty: 2917.695557
	Iteration 26Q: 3 clusters Score -466751.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -466752.281250 Penalty: 2917.695557
	Iteration 27Q: 3 clusters Score -466752.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -466751.718750 Penalty: 2917.695557
	Iteration 28Q: 3 clusters Score -466751.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -466752.812500 Penalty: 2917.695557
	Iteration 29Q: 3 clusters Score -466752.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -466753.937500 Penalty: 2917.695557
	Iteration 30Q: 3 clusters Score -466753.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -466756.906250 Penalty: 2917.695557
	Iteration 31Q: 3 clusters Score -466756.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -466760.718750 Penalty: 2917.695557
	Iteration 32Q: 3 clusters Score -466760.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -466765.937500 Penalty: 2917.695557
	Iteration 33Q: 3 clusters Score -466765.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -466769.937500 Penalty: 2917.695557
	Iteration 34Q: 3 clusters Score -466769.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -466774.250000 Penalty: 2917.695557
	Iteration 35Q: 3 clusters Score -466774.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -466777.312500 Penalty: 2917.695557
	Iteration 36Q: 3 clusters Score -466777.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -466779.968750 Penalty: 2917.695557
	Iteration 37Q: 3 clusters Score -466780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -466781.906250 Penalty: 2917.695557
	Iteration 38Q: 3 clusters Score -466781.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -466783.750000 Penalty: 2917.695557
	Iteration 39Q: 3 clusters Score -466783.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -466785.250000 Penalty: 2917.695557
	Iteration 40F: 3 clusters Score -466785.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -466787.968750 Penalty: 2917.695557
	Iteration 41Q: 3 clusters Score -466788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -466789.125000 Penalty: 2917.695557
	Iteration 42Q: 3 clusters Score -466789.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -466792.000000 Penalty: 2917.695557
	Iteration 43Q: 3 clusters Score -466792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -466792.937500 Penalty: 2917.695557
	Iteration 44Q: 3 clusters Score -466792.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -466795.281250 Penalty: 2917.695557
	Iteration 45Q: 3 clusters Score -466795.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -466795.812500 Penalty: 2917.695557
	Iteration 46Q: 3 clusters Score -466795.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -466795.812500 Penalty: 2917.695557
	Iteration 47F: 3 clusters Score -466795.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 12910 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 1743 members 
Mstep: Class 6 contains 49435 members 
Mstep: Class 7 contains 12103 members 
Mstep: Class 8 contains 82397 members 
Mstep: Class 9 contains 10794 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 6714 members 
Mstep: Class 12 contains 7973 members 
Mstep: Class 13 contains 9187 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 15273 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 17 contains 1618 members 
Mstep: Class 18 contains 48757 members 
Mstep: Class 19 contains 5804 members 
Mstep: Class 20 contains 7469 members 
Mstep: Class 21 contains 5591 members 
Mstep: Class 22 contains 5223 members 
Mstep: Class 23 contains 10091 members 
Mstep: Class 24 contains 7297 members 
Entering Unmasked Estep 
Score: -21339714.000000 Penalty: 49893.730469
Splitting cluster 14 changes total score from -21339922.000000 to -21339714.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (5739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Entering Unmasked Estep 
Score: -291733.593750 Penalty: 1406.444092
	Iteration 0F: 2 clusters Score -291733.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -287267.562500 Penalty: 2812.888184
	Iteration 0F: 3 clusters Score -287267.6 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -288990.718750 Penalty: 2812.888184
	Iteration 1F: 3 clusters Score -288990.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -289410.718750 Penalty: 2812.888184
	Iteration 2F: 3 clusters Score -289410.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -289697.468750 Penalty: 2812.888184
	Iteration 3F: 3 clusters Score -289697.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -289876.125000 Penalty: 2812.888184
	Iteration 4F: 3 clusters Score -289876.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -290007.250000 Penalty: 2812.888184
	Iteration 5Q: 3 clusters Score -290007.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -290108.593750 Penalty: 2812.888184
	Iteration 6Q: 3 clusters Score -290108.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -290225.906250 Penalty: 2812.888184
	Iteration 7Q: 3 clusters Score -290225.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -290341.781250 Penalty: 2812.888184
	Iteration 8Q: 3 clusters Score -290341.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -290425.281250 Penalty: 2812.888184
	Iteration 9Q: 3 clusters Score -290425.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -290504.406250 Penalty: 2812.888184
	Iteration 10Q: 3 clusters Score -290504.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -290585.562500 Penalty: 2812.888184
	Iteration 11Q: 3 clusters Score -290585.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -290655.562500 Penalty: 2812.888184
	Iteration 12Q: 3 clusters Score -290655.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -290717.062500 Penalty: 2812.888184
	Iteration 13Q: 3 clusters Score -290717.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -290774.906250 Penalty: 2812.888184
	Iteration 14Q: 3 clusters Score -290774.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -290808.968750 Penalty: 2812.888184
	Iteration 15Q: 3 clusters Score -290809 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -290845.218750 Penalty: 2812.888184
	Iteration 16Q: 3 clusters Score -290845.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -290885.937500 Penalty: 2812.888184
	Iteration 17Q: 3 clusters Score -290885.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -290917.812500 Penalty: 2812.888184
	Iteration 18Q: 3 clusters Score -290917.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -290946.687500 Penalty: 2812.888184
	Iteration 19Q: 3 clusters Score -290946.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -290969.312500 Penalty: 2812.888184
	Iteration 20F: 3 clusters Score -290969.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -290982.593750 Penalty: 2812.888184
	Iteration 21Q: 3 clusters Score -290982.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -290995.500000 Penalty: 2812.888184
	Iteration 22Q: 3 clusters Score -290995.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -291008.781250 Penalty: 2812.888184
	Iteration 23Q: 3 clusters Score -291008.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -291018.187500 Penalty: 2812.888184
	Iteration 24Q: 3 clusters Score -291018.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -291028.093750 Penalty: 2812.888184
	Iteration 25Q: 3 clusters Score -291028.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -291038.750000 Penalty: 2812.888184
	Iteration 26Q: 3 clusters Score -291038.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -291049.843750 Penalty: 2812.888184
	Iteration 27Q: 3 clusters Score -291049.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -291057.562500 Penalty: 2812.888184
	Iteration 28Q: 3 clusters Score -291057.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -291063.312500 Penalty: 2812.888184
	Iteration 29Q: 3 clusters Score -291063.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -291070.812500 Penalty: 2812.888184
	Iteration 30Q: 3 clusters Score -291070.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -291074.593750 Penalty: 2812.888184
	Iteration 31Q: 3 clusters Score -291074.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -291075.250000 Penalty: 2812.888184
	Iteration 32Q: 3 clusters Score -291075.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -291075.343750 Penalty: 2812.888184
	Iteration 33Q: 3 clusters Score -291075.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -291075.343750 Penalty: 2812.888184
	Iteration 34F: 3 clusters Score -291075.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Entering Unmasked Estep 
Score: -93735.718750 Penalty: 1200.703735
	Iteration 0F: 2 clusters Score -93735.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -91892.546875 Penalty: 2401.407471
	Iteration 0F: 3 clusters Score -91892.55 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -92258.085938 Penalty: 2401.407471
	Iteration 1F: 3 clusters Score -92258.09 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -92344.187500 Penalty: 2401.407471
	Iteration 2F: 3 clusters Score -92344.19 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -92382.421875 Penalty: 2401.407471
	Iteration 3Q: 3 clusters Score -92382.42 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -92407.054688 Penalty: 2401.407471
	Iteration 4Q: 3 clusters Score -92407.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -92432.476562 Penalty: 2401.407471
	Iteration 5Q: 3 clusters Score -92432.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -92448.640625 Penalty: 2401.407471
	Iteration 6Q: 3 clusters Score -92448.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -92468.539062 Penalty: 2401.407471
	Iteration 7Q: 3 clusters Score -92468.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -92480.062500 Penalty: 2401.407471
	Iteration 8Q: 3 clusters Score -92480.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -92490.664062 Penalty: 2401.407471
	Iteration 9Q: 3 clusters Score -92490.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -92498.625000 Penalty: 2401.407471
	Iteration 10Q: 3 clusters Score -92498.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -92509.585938 Penalty: 2401.407471
	Iteration 11Q: 3 clusters Score -92509.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -92519.890625 Penalty: 2401.407471
	Iteration 12Q: 3 clusters Score -92519.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -92526.710938 Penalty: 2401.407471
	Iteration 13Q: 3 clusters Score -92526.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -92534.476562 Penalty: 2401.407471
	Iteration 14Q: 3 clusters Score -92534.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -92544.679688 Penalty: 2401.407471
	Iteration 15Q: 3 clusters Score -92544.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -92550.000000 Penalty: 2401.407471
	Iteration 16Q: 3 clusters Score -92550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -92557.031250 Penalty: 2401.407471
	Iteration 17Q: 3 clusters Score -92557.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -92566.984375 Penalty: 2401.407471
	Iteration 18Q: 3 clusters Score -92566.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -92581.500000 Penalty: 2401.407471
	Iteration 19Q: 3 clusters Score -92581.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -92597.578125 Penalty: 2401.407471
	Iteration 20F: 3 clusters Score -92597.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -92611.031250 Penalty: 2401.407471
	Iteration 21Q: 3 clusters Score -92611.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -92618.062500 Penalty: 2401.407471
	Iteration 22Q: 3 clusters Score -92618.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -92628.429688 Penalty: 2401.407471
	Iteration 23Q: 3 clusters Score -92628.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -92635.703125 Penalty: 2401.407471
	Iteration 24Q: 3 clusters Score -92635.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -92641.070312 Penalty: 2401.407471
	Iteration 25Q: 3 clusters Score -92641.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -92647.367188 Penalty: 2401.407471
	Iteration 26Q: 3 clusters Score -92647.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -92655.242188 Penalty: 2401.407471
	Iteration 27Q: 3 clusters Score -92655.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -92663.773438 Penalty: 2401.407471
	Iteration 28Q: 3 clusters Score -92663.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -92667.945312 Penalty: 2401.407471
	Iteration 29Q: 3 clusters Score -92667.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -92671.875000 Penalty: 2401.407471
	Iteration 30Q: 3 clusters Score -92671.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -92675.023438 Penalty: 2401.407471
	Iteration 31Q: 3 clusters Score -92675.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -92680.648438 Penalty: 2401.407471
	Iteration 32Q: 3 clusters Score -92680.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -92683.945312 Penalty: 2401.407471
	Iteration 33Q: 3 clusters Score -92683.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -92686.023438 Penalty: 2401.407471
	Iteration 34Q: 3 clusters Score -92686.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -92687.070312 Penalty: 2401.407471
	Iteration 35Q: 3 clusters Score -92687.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -92687.929688 Penalty: 2401.407471
	Iteration 36Q: 3 clusters Score -92687.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -92688.617188 Penalty: 2401.407471
	Iteration 37Q: 3 clusters Score -92688.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -92692.031250 Penalty: 2401.407471
	Iteration 38Q: 3 clusters Score -92692.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -92696.421875 Penalty: 2401.407471
	Iteration 39Q: 3 clusters Score -92696.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -92701.648438 Penalty: 2401.407471
	Iteration 40F: 3 clusters Score -92701.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -92705.656250 Penalty: 2401.407471
	Iteration 41Q: 3 clusters Score -92705.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -92709.703125 Penalty: 2401.407471
	Iteration 42Q: 3 clusters Score -92709.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -92713.265625 Penalty: 2401.407471
	Iteration 43Q: 3 clusters Score -92713.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -92717.492188 Penalty: 2401.407471
	Iteration 44Q: 3 clusters Score -92717.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -92721.015625 Penalty: 2401.407471
	Iteration 45Q: 3 clusters Score -92721.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -92725.765625 Penalty: 2401.407471
	Iteration 46Q: 3 clusters Score -92725.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -92728.015625 Penalty: 2401.407471
	Iteration 47Q: 3 clusters Score -92728.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -92729.781250 Penalty: 2401.407471
	Iteration 48Q: 3 clusters Score -92729.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -92730.484375 Penalty: 2401.407471
	Iteration 49Q: 3 clusters Score -92730.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -92731.531250 Penalty: 2401.407471
	Iteration 50Q: 3 clusters Score -92731.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -92733.882812 Penalty: 2401.407471
	Iteration 51Q: 3 clusters Score -92733.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -92735.812500 Penalty: 2401.407471
	Iteration 52Q: 3 clusters Score -92735.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -92743.914062 Penalty: 2401.407471
	Iteration 53Q: 3 clusters Score -92743.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -92750.773438 Penalty: 2401.407471
	Iteration 54Q: 3 clusters Score -92750.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -92757.757812 Penalty: 2401.407471
	Iteration 55Q: 3 clusters Score -92757.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -92760.171875 Penalty: 2401.407471
	Iteration 56Q: 3 clusters Score -92760.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -92765.921875 Penalty: 2401.407471
	Iteration 57Q: 3 clusters Score -92765.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -92767.726562 Penalty: 2401.407471
	Iteration 58Q: 3 clusters Score -92767.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -92769.351562 Penalty: 2401.407471
	Iteration 59Q: 3 clusters Score -92769.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -92769.906250 Penalty: 2401.407471
	Iteration 60F: 3 clusters Score -92769.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Entering Unmasked Estep 
Score: -2985531.750000 Penalty: 1754.123169
	Iteration 0F: 2 clusters Score -2985532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -2953117.750000 Penalty: 3508.246338
	Iteration 0F: 3 clusters Score -2953118 nChanged 22762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -2965834.750000 Penalty: 3508.246338
	Iteration 1F: 3 clusters Score -2965835 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -2966311.250000 Penalty: 3508.246338
	Iteration 2Q: 3 clusters Score -2966311 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -2966768.750000 Penalty: 3508.246338
	Iteration 3Q: 3 clusters Score -2966769 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -2967193.000000 Penalty: 3508.246338
	Iteration 4Q: 3 clusters Score -2967193 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -2967722.000000 Penalty: 3508.246338
	Iteration 5Q: 3 clusters Score -2967722 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2968368.750000 Penalty: 3508.246338
	Iteration 6Q: 3 clusters Score -2968369 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2969200.250000 Penalty: 3508.246338
	Iteration 7Q: 3 clusters Score -2969200 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2970395.250000 Penalty: 3508.246338
	Iteration 8Q: 3 clusters Score -2970395 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2972114.250000 Penalty: 3508.246338
	Iteration 9F: 3 clusters Score -2972114 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2974335.000000 Penalty: 3508.246338
	Iteration 10F: 3 clusters Score -2974335 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2976447.000000 Penalty: 3508.246338
	Iteration 11F: 3 clusters Score -2976447 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2978218.000000 Penalty: 3508.246338
	Iteration 12Q: 3 clusters Score -2978218 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2979440.250000 Penalty: 3508.246338
	Iteration 13Q: 3 clusters Score -2979440 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2980319.750000 Penalty: 3508.246338
	Iteration 14Q: 3 clusters Score -2980320 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2981007.000000 Penalty: 3508.246338
	Iteration 15Q: 3 clusters Score -2981007 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2981601.000000 Penalty: 3508.246338
	Iteration 16Q: 3 clusters Score -2981601 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2982089.000000 Penalty: 3508.246338
	Iteration 17Q: 3 clusters Score -2982089 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2982430.500000 Penalty: 3508.246338
	Iteration 18Q: 3 clusters Score -2982430 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2982730.250000 Penalty: 3508.246338
	Iteration 19Q: 3 clusters Score -2982730 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2982983.500000 Penalty: 3508.246338
	Iteration 20F: 3 clusters Score -2982984 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2983207.500000 Penalty: 3508.246338
	Iteration 21Q: 3 clusters Score -2983208 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2983374.500000 Penalty: 3508.246338
	Iteration 22Q: 3 clusters Score -2983374 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2983512.000000 Penalty: 3508.246338
	Iteration 23Q: 3 clusters Score -2983512 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2983620.250000 Penalty: 3508.246338
	Iteration 24Q: 3 clusters Score -2983620 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2983701.000000 Penalty: 3508.246338
	Iteration 25Q: 3 clusters Score -2983701 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2983759.000000 Penalty: 3508.246338
	Iteration 26Q: 3 clusters Score -2983759 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2983797.250000 Penalty: 3508.246338
	Iteration 27Q: 3 clusters Score -2983797 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2983832.500000 Penalty: 3508.246338
	Iteration 28Q: 3 clusters Score -2983832 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2983867.000000 Penalty: 3508.246338
	Iteration 29Q: 3 clusters Score -2983867 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2983892.250000 Penalty: 3508.246338
	Iteration 30Q: 3 clusters Score -2983892 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2983910.500000 Penalty: 3508.246338
	Iteration 31Q: 3 clusters Score -2983910 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2983942.750000 Penalty: 3508.246338
	Iteration 32Q: 3 clusters Score -2983943 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2983966.750000 Penalty: 3508.246338
	Iteration 33Q: 3 clusters Score -2983967 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2983982.500000 Penalty: 3508.246338
	Iteration 34Q: 3 clusters Score -2983982 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2984006.000000 Penalty: 3508.246338
	Iteration 35Q: 3 clusters Score -2984006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2984033.000000 Penalty: 3508.246338
	Iteration 36Q: 3 clusters Score -2984033 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2984033.750000 Penalty: 3508.246338
	Iteration 37Q: 3 clusters Score -2984034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2984041.500000 Penalty: 3508.246338
	Iteration 38Q: 3 clusters Score -2984042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2984052.500000 Penalty: 3508.246338
	Iteration 39Q: 3 clusters Score -2984052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2984061.500000 Penalty: 3508.246338
	Iteration 40F: 3 clusters Score -2984062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47572 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2984075.250000 Penalty: 3508.246338
	Iteration 41Q: 3 clusters Score -2984075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2984081.000000 Penalty: 3508.246338
	Iteration 42Q: 3 clusters Score -2984081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2984081.500000 Penalty: 3508.246338
	Iteration 43Q: 3 clusters Score -2984082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2984089.500000 Penalty: 3508.246338
	Iteration 44Q: 3 clusters Score -2984090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2984097.000000 Penalty: 3508.246338
	Iteration 45Q: 3 clusters Score -2984097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2984095.500000 Penalty: 3508.246338
	Iteration 46Q: 3 clusters Score -2984096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2984100.250000 Penalty: 3508.246338
	Iteration 47Q: 3 clusters Score -2984100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2984109.250000 Penalty: 3508.246338
	Iteration 48Q: 3 clusters Score -2984109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2984125.250000 Penalty: 3508.246338
	Iteration 49Q: 3 clusters Score -2984125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2984130.750000 Penalty: 3508.246338
	Iteration 50Q: 3 clusters Score -2984131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2984140.000000 Penalty: 3508.246338
	Iteration 51Q: 3 clusters Score -2984140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2984143.750000 Penalty: 3508.246338
	Iteration 52Q: 3 clusters Score -2984144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2984155.750000 Penalty: 3508.246338
	Iteration 53Q: 3 clusters Score -2984156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2984158.750000 Penalty: 3508.246338
	Iteration 54Q: 3 clusters Score -2984159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2984167.500000 Penalty: 3508.246338
	Iteration 55Q: 3 clusters Score -2984168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2984166.000000 Penalty: 3508.246338
	Iteration 56Q: 3 clusters Score -2984166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2984169.500000 Penalty: 3508.246338
	Iteration 57Q: 3 clusters Score -2984170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2984169.750000 Penalty: 3508.246338
	Iteration 58Q: 3 clusters Score -2984170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2984170.750000 Penalty: 3508.246338
	Iteration 59Q: 3 clusters Score -2984171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2984167.250000 Penalty: 3508.246338
	Iteration 60F: 3 clusters Score -2984167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2984171.500000 Penalty: 3508.246338
	Iteration 61Q: 3 clusters Score -2984172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2984175.500000 Penalty: 3508.246338
	Iteration 62Q: 3 clusters Score -2984176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2984177.250000 Penalty: 3508.246338
	Iteration 63Q: 3 clusters Score -2984177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2984175.750000 Penalty: 3508.246338
	Iteration 64Q: 3 clusters Score -2984176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2984178.000000 Penalty: 3508.246338
	Iteration 65Q: 3 clusters Score -2984178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2984177.250000 Penalty: 3508.246338
	Iteration 66Q: 3 clusters Score -2984177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2984173.250000 Penalty: 3508.246338
	Iteration 67Q: 3 clusters Score -2984173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2984174.000000 Penalty: 3508.246338
	Iteration 68Q: 3 clusters Score -2984174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2984176.250000 Penalty: 3508.246338
	Iteration 69Q: 3 clusters Score -2984176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2984174.500000 Penalty: 3508.246338
	Iteration 70Q: 3 clusters Score -2984174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2984181.750000 Penalty: 3508.246338
	Iteration 71Q: 3 clusters Score -2984182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2984180.250000 Penalty: 3508.246338
	Iteration 72Q: 3 clusters Score -2984180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2984179.750000 Penalty: 3508.246338
	Iteration 73Q: 3 clusters Score -2984180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2984187.250000 Penalty: 3508.246338
	Iteration 74Q: 3 clusters Score -2984187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2984186.750000 Penalty: 3508.246338
	Iteration 75Q: 3 clusters Score -2984187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2984185.250000 Penalty: 3508.246338
	Iteration 76Q: 3 clusters Score -2984185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2984193.500000 Penalty: 3508.246338
	Iteration 77Q: 3 clusters Score -2984194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2984191.250000 Penalty: 3508.246338
	Iteration 78Q: 3 clusters Score -2984191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2984194.250000 Penalty: 3508.246338
	Iteration 79Q: 3 clusters Score -2984194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2984201.000000 Penalty: 3508.246338
	Iteration 80F: 3 clusters Score -2984201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2984200.500000 Penalty: 3508.246338
	Iteration 81Q: 3 clusters Score -2984200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2984202.750000 Penalty: 3508.246338
	Iteration 82Q: 3 clusters Score -2984203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2984204.250000 Penalty: 3508.246338
	Iteration 83Q: 3 clusters Score -2984204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2984203.500000 Penalty: 3508.246338
	Iteration 84Q: 3 clusters Score -2984204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2984201.250000 Penalty: 3508.246338
	Iteration 85Q: 3 clusters Score -2984201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2984200.750000 Penalty: 3508.246338
	Iteration 86Q: 3 clusters Score -2984201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2984200.750000 Penalty: 3508.246338
	Iteration 87F: 3 clusters Score -2984201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Entering Unmasked Estep 
Score: -381530.312500 Penalty: 1408.274170
	Iteration 0F: 2 clusters Score -381530.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -377047.343750 Penalty: 2816.548340
	Iteration 0F: 3 clusters Score -377047.3 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -378286.625000 Penalty: 2816.548340
	Iteration 1F: 3 clusters Score -378286.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -378455.937500 Penalty: 2816.548340
	Iteration 2F: 3 clusters Score -378455.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -378576.375000 Penalty: 2816.548340
	Iteration 3Q: 3 clusters Score -378576.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -378658.718750 Penalty: 2816.548340
	Iteration 4Q: 3 clusters Score -378658.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -378720.781250 Penalty: 2816.548340
	Iteration 5Q: 3 clusters Score -378720.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -378757.531250 Penalty: 2816.548340
	Iteration 6Q: 3 clusters Score -378757.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -378791.687500 Penalty: 2816.548340
	Iteration 7Q: 3 clusters Score -378791.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -378821.718750 Penalty: 2816.548340
	Iteration 8Q: 3 clusters Score -378821.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -378856.750000 Penalty: 2816.548340
	Iteration 9Q: 3 clusters Score -378856.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -378896.812500 Penalty: 2816.548340
	Iteration 10Q: 3 clusters Score -378896.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -378930.312500 Penalty: 2816.548340
	Iteration 11Q: 3 clusters Score -378930.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -378966.437500 Penalty: 2816.548340
	Iteration 12Q: 3 clusters Score -378966.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -378999.312500 Penalty: 2816.548340
	Iteration 13Q: 3 clusters Score -378999.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -379034.750000 Penalty: 2816.548340
	Iteration 14Q: 3 clusters Score -379034.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -379077.187500 Penalty: 2816.548340
	Iteration 15Q: 3 clusters Score -379077.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -379126.812500 Penalty: 2816.548340
	Iteration 16Q: 3 clusters Score -379126.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -379197.000000 Penalty: 2816.548340
	Iteration 17Q: 3 clusters Score -379197 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -379276.218750 Penalty: 2816.548340
	Iteration 18Q: 3 clusters Score -379276.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -379394.562500 Penalty: 2816.548340
	Iteration 19Q: 3 clusters Score -379394.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -379516.593750 Penalty: 2816.548340
	Iteration 20F: 3 clusters Score -379516.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -379647.656250 Penalty: 2816.548340
	Iteration 21Q: 3 clusters Score -379647.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -379769.093750 Penalty: 2816.548340
	Iteration 22Q: 3 clusters Score -379769.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -379876.218750 Penalty: 2816.548340
	Iteration 23Q: 3 clusters Score -379876.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -379958.843750 Penalty: 2816.548340
	Iteration 24Q: 3 clusters Score -379958.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -380049.906250 Penalty: 2816.548340
	Iteration 25Q: 3 clusters Score -380049.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -380121.406250 Penalty: 2816.548340
	Iteration 26Q: 3 clusters Score -380121.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -380171.968750 Penalty: 2816.548340
	Iteration 27Q: 3 clusters Score -380172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -380221.125000 Penalty: 2816.548340
	Iteration 28Q: 3 clusters Score -380221.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -380261.531250 Penalty: 2816.548340
	Iteration 29Q: 3 clusters Score -380261.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -380294.406250 Penalty: 2816.548340
	Iteration 30Q: 3 clusters Score -380294.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -380307.781250 Penalty: 2816.548340
	Iteration 31Q: 3 clusters Score -380307.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -380314.656250 Penalty: 2816.548340
	Iteration 32Q: 3 clusters Score -380314.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -380322.187500 Penalty: 2816.548340
	Iteration 33Q: 3 clusters Score -380322.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -380322.875000 Penalty: 2816.548340
	Iteration 34Q: 3 clusters Score -380322.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -380325.625000 Penalty: 2816.548340
	Iteration 35Q: 3 clusters Score -380325.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -380325.625000 Penalty: 2816.548340
	Iteration 36F: 3 clusters Score -380325.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Entering Unmasked Estep 
Score: -479236.375000 Penalty: 1449.258911
	Iteration 0F: 2 clusters Score -479236.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -473689.093750 Penalty: 2898.517822
	Iteration 0F: 3 clusters Score -473689.1 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -475334.375000 Penalty: 2898.517822
	Iteration 1F: 3 clusters Score -475334.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -475529.812500 Penalty: 2898.517822
	Iteration 2F: 3 clusters Score -475529.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -475673.312500 Penalty: 2898.517822
	Iteration 3Q: 3 clusters Score -475673.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -475790.281250 Penalty: 2898.517822
	Iteration 4Q: 3 clusters Score -475790.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -475912.062500 Penalty: 2898.517822
	Iteration 5Q: 3 clusters Score -475912.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -476045.562500 Penalty: 2898.517822
	Iteration 6Q: 3 clusters Score -476045.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -476194.562500 Penalty: 2898.517822
	Iteration 7Q: 3 clusters Score -476194.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -476381.406250 Penalty: 2898.517822
	Iteration 8Q: 3 clusters Score -476381.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -476584.593750 Penalty: 2898.517822
	Iteration 9Q: 3 clusters Score -476584.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -476831.562500 Penalty: 2898.517822
	Iteration 10Q: 3 clusters Score -476831.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -477092.843750 Penalty: 2898.517822
	Iteration 11Q: 3 clusters Score -477092.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -477326.375000 Penalty: 2898.517822
	Iteration 12Q: 3 clusters Score -477326.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -477497.000000 Penalty: 2898.517822
	Iteration 13Q: 3 clusters Score -477497 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -477635.875000 Penalty: 2898.517822
	Iteration 14Q: 3 clusters Score -477635.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -477735.843750 Penalty: 2898.517822
	Iteration 15Q: 3 clusters Score -477735.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -477804.031250 Penalty: 2898.517822
	Iteration 16Q: 3 clusters Score -477804 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -477849.750000 Penalty: 2898.517822
	Iteration 17Q: 3 clusters Score -477849.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -477883.000000 Penalty: 2898.517822
	Iteration 18Q: 3 clusters Score -477883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -477905.375000 Penalty: 2898.517822
	Iteration 19Q: 3 clusters Score -477905.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -477917.000000 Penalty: 2898.517822
	Iteration 20F: 3 clusters Score -477917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -477927.937500 Penalty: 2898.517822
	Iteration 21Q: 3 clusters Score -477927.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -477931.125000 Penalty: 2898.517822
	Iteration 22Q: 3 clusters Score -477931.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -477935.062500 Penalty: 2898.517822
	Iteration 23Q: 3 clusters Score -477935.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -477943.625000 Penalty: 2898.517822
	Iteration 24Q: 3 clusters Score -477943.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -477948.625000 Penalty: 2898.517822
	Iteration 25Q: 3 clusters Score -477948.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -477948.906250 Penalty: 2898.517822
	Iteration 26Q: 3 clusters Score -477948.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -477948.593750 Penalty: 2898.517822
	Iteration 27Q: 3 clusters Score -477948.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -477948.593750 Penalty: 2898.517822
	Iteration 28F: 3 clusters Score -477948.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Entering Unmasked Estep 
Score: -321276.468750 Penalty: 1402.198486
	Iteration 0F: 2 clusters Score -321276.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -316971.406250 Penalty: 2804.396973
	Iteration 0F: 3 clusters Score -316971.4 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -318369.000000 Penalty: 2804.396973
	Iteration 1F: 3 clusters Score -318369 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -318807.437500 Penalty: 2804.396973
	Iteration 2F: 3 clusters Score -318807.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -319218.562500 Penalty: 2804.396973
	Iteration 3F: 3 clusters Score -319218.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -319624.687500 Penalty: 2804.396973
	Iteration 4F: 3 clusters Score -319624.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -320066.875000 Penalty: 2804.396973
	Iteration 5F: 3 clusters Score -320066.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -320586.968750 Penalty: 2804.396973
	Iteration 6F: 3 clusters Score -320587 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -321022.000000 Penalty: 2804.396973
	Iteration 7F: 3 clusters Score -321022 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -321343.656250 Penalty: 2804.396973
	Iteration 8Q: 3 clusters Score -321343.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -321560.718750 Penalty: 2804.396973
	Iteration 9Q: 3 clusters Score -321560.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -321694.718750 Penalty: 2804.396973
	Iteration 10Q: 3 clusters Score -321694.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -321764.093750 Penalty: 2804.396973
	Iteration 11Q: 3 clusters Score -321764.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -321809.187500 Penalty: 2804.396973
	Iteration 12Q: 3 clusters Score -321809.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -321843.125000 Penalty: 2804.396973
	Iteration 13Q: 3 clusters Score -321843.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -321892.375000 Penalty: 2804.396973
	Iteration 14Q: 3 clusters Score -321892.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -321982.656250 Penalty: 2804.396973
	Iteration 15Q: 3 clusters Score -321982.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -322116.437500 Penalty: 2804.396973
	Iteration 16Q: 3 clusters Score -322116.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -322254.875000 Penalty: 2804.396973
	Iteration 17Q: 3 clusters Score -322254.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -322377.781250 Penalty: 2804.396973
	Iteration 18Q: 3 clusters Score -322377.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -322470.812500 Penalty: 2804.396973
	Iteration 19Q: 3 clusters Score -322470.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -322522.187500 Penalty: 2804.396973
	Iteration 20F: 3 clusters Score -322522.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -322546.000000 Penalty: 2804.396973
	Iteration 21Q: 3 clusters Score -322546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -322559.468750 Penalty: 2804.396973
	Iteration 22Q: 3 clusters Score -322559.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -322564.093750 Penalty: 2804.396973
	Iteration 23Q: 3 clusters Score -322564.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -322567.250000 Penalty: 2804.396973
	Iteration 24Q: 3 clusters Score -322567.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -322566.750000 Penalty: 2804.396973
	Iteration 25Q: 3 clusters Score -322566.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -322567.906250 Penalty: 2804.396973
	Iteration 26Q: 3 clusters Score -322567.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -322567.906250 Penalty: 2804.396973
	Iteration 27F: 3 clusters Score -322567.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 12910 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 1743 members 
Mstep: Class 6 contains 49435 members 
Mstep: Class 7 contains 12103 members 
Mstep: Class 8 contains 82397 members 
Mstep: Class 9 contains 10794 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 6714 members 
Mstep: Class 12 contains 7973 members 
Mstep: Class 13 contains 9187 members 
Mstep: Class 14 contains 7923 members 
Mstep: Class 15 contains 15273 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 17 contains 1618 members 
Mstep: Class 18 contains 48757 members 
Mstep: Class 19 contains 5804 members 
Mstep: Class 20 contains 7469 members 
Mstep: Class 21 contains 4474 members 
Mstep: Class 22 contains 5223 members 
Mstep: Class 23 contains 10091 members 
Mstep: Class 24 contains 1117 members 
Entering Unmasked Estep 
Score: -21340548.000000 Penalty: 49893.730469
Splitting cluster 21 changes total score from -21339922.000000 to -21340548.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 22 (5223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Entering Unmasked Estep 
Score: -325244.687500 Penalty: 1391.134399
	Iteration 0F: 2 clusters Score -325244.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -321157.218750 Penalty: 2782.268799
	Iteration 0F: 3 clusters Score -321157.2 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -322383.687500 Penalty: 2782.268799
	Iteration 1F: 3 clusters Score -322383.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -322619.281250 Penalty: 2782.268799
	Iteration 2F: 3 clusters Score -322619.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -322770.593750 Penalty: 2782.268799
	Iteration 3F: 3 clusters Score -322770.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -322895.718750 Penalty: 2782.268799
	Iteration 4Q: 3 clusters Score -322895.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -323008.562500 Penalty: 2782.268799
	Iteration 5Q: 3 clusters Score -323008.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -323090.343750 Penalty: 2782.268799
	Iteration 6Q: 3 clusters Score -323090.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -323157.031250 Penalty: 2782.268799
	Iteration 7Q: 3 clusters Score -323157 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -323221.812500 Penalty: 2782.268799
	Iteration 8Q: 3 clusters Score -323221.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -323288.468750 Penalty: 2782.268799
	Iteration 9Q: 3 clusters Score -323288.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -323348.031250 Penalty: 2782.268799
	Iteration 10Q: 3 clusters Score -323348 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -323393.187500 Penalty: 2782.268799
	Iteration 11Q: 3 clusters Score -323393.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -323431.500000 Penalty: 2782.268799
	Iteration 12Q: 3 clusters Score -323431.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -323468.906250 Penalty: 2782.268799
	Iteration 13Q: 3 clusters Score -323468.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -323507.000000 Penalty: 2782.268799
	Iteration 14Q: 3 clusters Score -323507 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -323546.000000 Penalty: 2782.268799
	Iteration 15Q: 3 clusters Score -323546 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -323583.218750 Penalty: 2782.268799
	Iteration 16Q: 3 clusters Score -323583.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -323617.625000 Penalty: 2782.268799
	Iteration 17Q: 3 clusters Score -323617.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -323656.406250 Penalty: 2782.268799
	Iteration 18Q: 3 clusters Score -323656.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -323688.875000 Penalty: 2782.268799
	Iteration 19Q: 3 clusters Score -323688.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -323715.375000 Penalty: 2782.268799
	Iteration 20F: 3 clusters Score -323715.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -323742.531250 Penalty: 2782.268799
	Iteration 21Q: 3 clusters Score -323742.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -323777.031250 Penalty: 2782.268799
	Iteration 22Q: 3 clusters Score -323777 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -323806.968750 Penalty: 2782.268799
	Iteration 23Q: 3 clusters Score -323807 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -323833.250000 Penalty: 2782.268799
	Iteration 24Q: 3 clusters Score -323833.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -323866.593750 Penalty: 2782.268799
	Iteration 25Q: 3 clusters Score -323866.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -323902.781250 Penalty: 2782.268799
	Iteration 26Q: 3 clusters Score -323902.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -323924.281250 Penalty: 2782.268799
	Iteration 27Q: 3 clusters Score -323924.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -323938.406250 Penalty: 2782.268799
	Iteration 28Q: 3 clusters Score -323938.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -323953.687500 Penalty: 2782.268799
	Iteration 29Q: 3 clusters Score -323953.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -323966.875000 Penalty: 2782.268799
	Iteration 30Q: 3 clusters Score -323966.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -323977.625000 Penalty: 2782.268799
	Iteration 31Q: 3 clusters Score -323977.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -323986.437500 Penalty: 2782.268799
	Iteration 32Q: 3 clusters Score -323986.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -323993.718750 Penalty: 2782.268799
	Iteration 33Q: 3 clusters Score -323993.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -323998.062500 Penalty: 2782.268799
	Iteration 34Q: 3 clusters Score -323998.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -324005.156250 Penalty: 2782.268799
	Iteration 35Q: 3 clusters Score -324005.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -324012.250000 Penalty: 2782.268799
	Iteration 36Q: 3 clusters Score -324012.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -324022.187500 Penalty: 2782.268799
	Iteration 37Q: 3 clusters Score -324022.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -324029.468750 Penalty: 2782.268799
	Iteration 38Q: 3 clusters Score -324029.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -324037.750000 Penalty: 2782.268799
	Iteration 39Q: 3 clusters Score -324037.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -324042.593750 Penalty: 2782.268799
	Iteration 40F: 3 clusters Score -324042.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -324047.687500 Penalty: 2782.268799
	Iteration 41Q: 3 clusters Score -324047.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -324051.812500 Penalty: 2782.268799
	Iteration 42Q: 3 clusters Score -324051.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -324054.312500 Penalty: 2782.268799
	Iteration 43Q: 3 clusters Score -324054.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -324057.468750 Penalty: 2782.268799
	Iteration 44Q: 3 clusters Score -324057.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -324060.562500 Penalty: 2782.268799
	Iteration 45Q: 3 clusters Score -324060.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -324063.031250 Penalty: 2782.268799
	Iteration 46Q: 3 clusters Score -324063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -324063.500000 Penalty: 2782.268799
	Iteration 47Q: 3 clusters Score -324063.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -324064.281250 Penalty: 2782.268799
	Iteration 48Q: 3 clusters Score -324064.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -324065.062500 Penalty: 2782.268799
	Iteration 49Q: 3 clusters Score -324065.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -324067.562500 Penalty: 2782.268799
	Iteration 50Q: 3 clusters Score -324067.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -324068.593750 Penalty: 2782.268799
	Iteration 51Q: 3 clusters Score -324068.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -324070.250000 Penalty: 2782.268799
	Iteration 52Q: 3 clusters Score -324070.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -324073.093750 Penalty: 2782.268799
	Iteration 53Q: 3 clusters Score -324073.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -324076.125000 Penalty: 2782.268799
	Iteration 54Q: 3 clusters Score -324076.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -324079.406250 Penalty: 2782.268799
	Iteration 55Q: 3 clusters Score -324079.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -324083.843750 Penalty: 2782.268799
	Iteration 56Q: 3 clusters Score -324083.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -324087.656250 Penalty: 2782.268799
	Iteration 57Q: 3 clusters Score -324087.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -324088.906250 Penalty: 2782.268799
	Iteration 58Q: 3 clusters Score -324088.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -324090.000000 Penalty: 2782.268799
	Iteration 59Q: 3 clusters Score -324090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -324089.406250 Penalty: 2782.268799
	Iteration 60F: 3 clusters Score -324089.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -324090.000000 Penalty: 2782.268799
	Iteration 61Q: 3 clusters Score -324090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -324090.000000 Penalty: 2782.268799
	Iteration 62Q: 3 clusters Score -324090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -324090.906250 Penalty: 2782.268799
	Iteration 63Q: 3 clusters Score -324090.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -324093.468750 Penalty: 2782.268799
	Iteration 64Q: 3 clusters Score -324093.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -324094.437500 Penalty: 2782.268799
	Iteration 65Q: 3 clusters Score -324094.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -324096.656250 Penalty: 2782.268799
	Iteration 66Q: 3 clusters Score -324096.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -324097.156250 Penalty: 2782.268799
	Iteration 67Q: 3 clusters Score -324097.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -324098.687500 Penalty: 2782.268799
	Iteration 68Q: 3 clusters Score -324098.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -324099.250000 Penalty: 2782.268799
	Iteration 69Q: 3 clusters Score -324099.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -324102.531250 Penalty: 2782.268799
	Iteration 70Q: 3 clusters Score -324102.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -324104.000000 Penalty: 2782.268799
	Iteration 71Q: 3 clusters Score -324104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -324106.187500 Penalty: 2782.268799
	Iteration 72Q: 3 clusters Score -324106.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -324107.218750 Penalty: 2782.268799
	Iteration 73Q: 3 clusters Score -324107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -324107.093750 Penalty: 2782.268799
	Iteration 74Q: 3 clusters Score -324107.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -324107.093750 Penalty: 2782.268799
	Iteration 75F: 3 clusters Score -324107.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Entering Unmasked Estep 
Score: -626733.562500 Penalty: 1498.152466
	Iteration 0F: 2 clusters Score -626733.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -619496.437500 Penalty: 2996.304932
	Iteration 0F: 3 clusters Score -619496.4 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -621870.375000 Penalty: 2996.304932
	Iteration 1F: 3 clusters Score -621870.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -622172.687500 Penalty: 2996.304932
	Iteration 2F: 3 clusters Score -622172.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -622452.937500 Penalty: 2996.304932
	Iteration 3F: 3 clusters Score -622452.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -622691.937500 Penalty: 2996.304932
	Iteration 4F: 3 clusters Score -622691.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -622903.687500 Penalty: 2996.304932
	Iteration 5Q: 3 clusters Score -622903.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -623121.625000 Penalty: 2996.304932
	Iteration 6Q: 3 clusters Score -623121.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -623379.375000 Penalty: 2996.304932
	Iteration 7Q: 3 clusters Score -623379.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -623704.250000 Penalty: 2996.304932
	Iteration 8Q: 3 clusters Score -623704.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -624055.062500 Penalty: 2996.304932
	Iteration 9Q: 3 clusters Score -624055.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -624372.312500 Penalty: 2996.304932
	Iteration 10Q: 3 clusters Score -624372.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -624586.125000 Penalty: 2996.304932
	Iteration 11Q: 3 clusters Score -624586.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -624730.250000 Penalty: 2996.304932
	Iteration 12Q: 3 clusters Score -624730.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -624821.250000 Penalty: 2996.304932
	Iteration 13Q: 3 clusters Score -624821.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -624895.500000 Penalty: 2996.304932
	Iteration 14Q: 3 clusters Score -624895.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -624950.500000 Penalty: 2996.304932
	Iteration 15Q: 3 clusters Score -624950.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -624989.812500 Penalty: 2996.304932
	Iteration 16Q: 3 clusters Score -624989.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -625026.875000 Penalty: 2996.304932
	Iteration 17Q: 3 clusters Score -625026.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -625055.312500 Penalty: 2996.304932
	Iteration 18Q: 3 clusters Score -625055.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -625071.375000 Penalty: 2996.304932
	Iteration 19Q: 3 clusters Score -625071.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -625087.125000 Penalty: 2996.304932
	Iteration 20F: 3 clusters Score -625087.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -625098.562500 Penalty: 2996.304932
	Iteration 21Q: 3 clusters Score -625098.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -625110.750000 Penalty: 2996.304932
	Iteration 22Q: 3 clusters Score -625110.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -625116.687500 Penalty: 2996.304932
	Iteration 23Q: 3 clusters Score -625116.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -625125.625000 Penalty: 2996.304932
	Iteration 24Q: 3 clusters Score -625125.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -625131.250000 Penalty: 2996.304932
	Iteration 25Q: 3 clusters Score -625131.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -625140.125000 Penalty: 2996.304932
	Iteration 26Q: 3 clusters Score -625140.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -625145.937500 Penalty: 2996.304932
	Iteration 27Q: 3 clusters Score -625145.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -625150.625000 Penalty: 2996.304932
	Iteration 28Q: 3 clusters Score -625150.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -625151.375000 Penalty: 2996.304932
	Iteration 29Q: 3 clusters Score -625151.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -625152.812500 Penalty: 2996.304932
	Iteration 30Q: 3 clusters Score -625152.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -625153.750000 Penalty: 2996.304932
	Iteration 31Q: 3 clusters Score -625153.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -625155.875000 Penalty: 2996.304932
	Iteration 32Q: 3 clusters Score -625155.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -625154.687500 Penalty: 2996.304932
	Iteration 33Q: 3 clusters Score -625154.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -625154.937500 Penalty: 2996.304932
	Iteration 34Q: 3 clusters Score -625154.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -625154.937500 Penalty: 2996.304932
	Iteration 35F: 3 clusters Score -625154.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 12910 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 1743 members 
Mstep: Class 6 contains 49435 members 
Mstep: Class 7 contains 12103 members 
Mstep: Class 8 contains 82397 members 
Mstep: Class 9 contains 10794 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 6714 members 
Mstep: Class 12 contains 7973 members 
Mstep: Class 13 contains 9187 members 
Mstep: Class 14 contains 7923 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 17 contains 1618 members 
Mstep: Class 18 contains 48757 members 
Mstep: Class 19 contains 5804 members 
Mstep: Class 20 contains 7469 members 
Mstep: Class 21 contains 4474 members 
Mstep: Class 22 contains 5223 members 
Mstep: Class 23 contains 10091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341130.000000 Penalty: 49893.730469
Iteration 79Q: 25 clusters Score -2.134113e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 12901 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 49569 members 
Mstep: Class 7 contains 12010 members 
Mstep: Class 8 contains 82536 members 
Mstep: Class 9 contains 10795 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 7977 members 
Mstep: Class 13 contains 9055 members 
Mstep: Class 14 contains 7929 members 
Mstep: Class 15 contains 14851 members 
Mstep: Class 16 contains 5718 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 48733 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 7535 members 
Mstep: Class 21 contains 4533 members 
Mstep: Class 22 contains 5301 members 
Mstep: Class 23 contains 10117 members 
Mstep: Class 24 contains 1117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341550.000000 Penalty: 49893.730469
Iteration 80F: 25 clusters Score -2.134155e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 12891 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 1743 members 
Mstep: Class 6 contains 49687 members 
Mstep: Class 7 contains 11873 members 
Mstep: Class 8 contains 82649 members 
Mstep: Class 9 contains 10793 members 
Mstep: Class 10 contains 2632 members 
Mstep: Class 11 contains 6716 members 
Mstep: Class 12 contains 7983 members 
Mstep: Class 13 contains 8942 members 
Mstep: Class 14 contains 7932 members 
Mstep: Class 15 contains 14837 members 
Mstep: Class 16 contains 5670 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 48722 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 7546 members 
Mstep: Class 21 contains 4579 members 
Mstep: Class 22 contains 5313 members 
Mstep: Class 23 contains 10140 members 
Mstep: Class 24 contains 1130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341718.000000 Penalty: 49893.730469
Iteration 81Q: 25 clusters Score -2.134172e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 12890 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 2374 members 
Mstep: Class 5 contains 1742 members 
Mstep: Class 6 contains 49818 members 
Mstep: Class 7 contains 11732 members 
Mstep: Class 8 contains 82738 members 
Mstep: Class 9 contains 10792 members 
Mstep: Class 10 contains 2635 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 7990 members 
Mstep: Class 13 contains 8813 members 
Mstep: Class 14 contains 7933 members 
Mstep: Class 15 contains 14780 members 
Mstep: Class 16 contains 5652 members 
Mstep: Class 17 contains 1619 members 
Mstep: Class 18 contains 48715 members 
Mstep: Class 19 contains 5787 members 
Mstep: Class 20 contains 7554 members 
Mstep: Class 21 contains 4614 members 
Mstep: Class 22 contains 5333 members 
Mstep: Class 23 contains 10169 members 
Mstep: Class 24 contains 1133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341844.000000 Penalty: 49893.730469
Iteration 82Q: 25 clusters Score -2.134184e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 12895 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 2390 members 
Mstep: Class 5 contains 1742 members 
Mstep: Class 6 contains 49947 members 
Mstep: Class 7 contains 11581 members 
Mstep: Class 8 contains 82832 members 
Mstep: Class 9 contains 10792 members 
Mstep: Class 10 contains 2637 members 
Mstep: Class 11 contains 6721 members 
Mstep: Class 12 contains 7990 members 
Mstep: Class 13 contains 8700 members 
Mstep: Class 14 contains 7933 members 
Mstep: Class 15 contains 14755 members 
Mstep: Class 16 contains 5630 members 
Mstep: Class 17 contains 1620 members 
Mstep: Class 18 contains 48708 members 
Mstep: Class 19 contains 5782 members 
Mstep: Class 20 contains 7545 members 
Mstep: Class 21 contains 4647 members 
Mstep: Class 22 contains 5338 members 
Mstep: Class 23 contains 10197 members 
Mstep: Class 24 contains 1134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341826.000000 Penalty: 49893.730469
Iteration 83Q: 25 clusters Score -2.134183e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 12892 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 2394 members 
Mstep: Class 5 contains 1743 members 
Mstep: Class 6 contains 50060 members 
Mstep: Class 7 contains 11448 members 
Mstep: Class 8 contains 82917 members 
Mstep: Class 9 contains 10792 members 
Mstep: Class 10 contains 2640 members 
Mstep: Class 11 contains 6725 members 
Mstep: Class 12 contains 7993 members 
Mstep: Class 13 contains 8604 members 
Mstep: Class 14 contains 7934 members 
Mstep: Class 15 contains 14728 members 
Mstep: Class 16 contains 5603 members 
Mstep: Class 17 contains 1618 members 
Mstep: Class 18 contains 48715 members 
Mstep: Class 19 contains 5773 members 
Mstep: Class 20 contains 7541 members 
Mstep: Class 21 contains 4671 members 
Mstep: Class 22 contains 5352 members 
Mstep: Class 23 contains 10213 members 
Mstep: Class 24 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341842.000000 Penalty: 49893.730469
Iteration 84Q: 25 clusters Score -2.134184e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 12892 members 
Mstep: Class 3 contains 2243 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 1743 members 
Mstep: Class 6 contains 50196 members 
Mstep: Class 7 contains 11321 members 
Mstep: Class 8 contains 82994 members 
Mstep: Class 9 contains 10790 members 
Mstep: Class 10 contains 2641 members 
Mstep: Class 11 contains 6730 members 
Mstep: Class 12 contains 7993 members 
Mstep: Class 13 contains 8512 members 
Mstep: Class 14 contains 7936 members 
Mstep: Class 15 contains 14696 members 
Mstep: Class 16 contains 5590 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 48724 members 
Mstep: Class 19 contains 5760 members 
Mstep: Class 20 contains 7546 members 
Mstep: Class 21 contains 4687 members 
Mstep: Class 22 contains 5346 members 
Mstep: Class 23 contains 10225 members 
Mstep: Class 24 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341906.000000 Penalty: 49893.730469
Iteration 85Q: 25 clusters Score -2.134191e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 12894 members 
Mstep: Class 3 contains 2232 members 
Mstep: Class 4 contains 2401 members 
Mstep: Class 5 contains 1743 members 
Mstep: Class 6 contains 50326 members 
Mstep: Class 7 contains 11204 members 
Mstep: Class 8 contains 83061 members 
Mstep: Class 9 contains 10791 members 
Mstep: Class 10 contains 2641 members 
Mstep: Class 11 contains 6732 members 
Mstep: Class 12 contains 7992 members 
Mstep: Class 13 contains 8439 members 
Mstep: Class 14 contains 7940 members 
Mstep: Class 15 contains 14666 members 
Mstep: Class 16 contains 5582 members 
Mstep: Class 17 contains 1612 members 
Mstep: Class 18 contains 48722 members 
Mstep: Class 19 contains 5742 members 
Mstep: Class 20 contains 7554 members 
Mstep: Class 21 contains 4696 members 
Mstep: Class 22 contains 5346 members 
Mstep: Class 23 contains 10239 members 
Mstep: Class 24 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341994.000000 Penalty: 49893.730469
Iteration 86Q: 25 clusters Score -2.134199e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 12893 members 
Mstep: Class 3 contains 2222 members 
Mstep: Class 4 contains 2411 members 
Mstep: Class 5 contains 1743 members 
Mstep: Class 6 contains 50453 members 
Mstep: Class 7 contains 11067 members 
Mstep: Class 8 contains 83131 members 
Mstep: Class 9 contains 10794 members 
Mstep: Class 10 contains 2647 members 
Mstep: Class 11 contains 6736 members 
Mstep: Class 12 contains 7993 members 
Mstep: Class 13 contains 8358 members 
Mstep: Class 14 contains 7944 members 
Mstep: Class 15 contains 14649 members 
Mstep: Class 16 contains 5578 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 48719 members 
Mstep: Class 19 contains 5729 members 
Mstep: Class 20 contains 7551 members 
Mstep: Class 21 contains 4702 members 
Mstep: Class 22 contains 5345 members 
Mstep: Class 23 contains 10253 members 
Mstep: Class 24 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342016.000000 Penalty: 49893.730469
Iteration 87Q: 25 clusters Score -2.134202e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 12893 members 
Mstep: Class 3 contains 2212 members 
Mstep: Class 4 contains 2414 members 
Mstep: Class 5 contains 1743 members 
Mstep: Class 6 contains 50599 members 
Mstep: Class 7 contains 10915 members 
Mstep: Class 8 contains 83203 members 
Mstep: Class 9 contains 10795 members 
Mstep: Class 10 contains 2649 members 
Mstep: Class 11 contains 6738 members 
Mstep: Class 12 contains 7991 members 
Mstep: Class 13 contains 8275 members 
Mstep: Class 14 contains 7946 members 
Mstep: Class 15 contains 14629 members 
Mstep: Class 16 contains 5569 members 
Mstep: Class 17 contains 1607 members 
Mstep: Class 18 contains 48738 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 7556 members 
Mstep: Class 21 contains 4716 members 
Mstep: Class 22 contains 5329 members 
Mstep: Class 23 contains 10275 members 
Mstep: Class 24 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342082.000000 Penalty: 49893.730469
Iteration 88Q: 25 clusters Score -2.134208e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 12887 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 2415 members 
Mstep: Class 5 contains 1743 members 
Mstep: Class 6 contains 50723 members 
Mstep: Class 7 contains 10793 members 
Mstep: Class 8 contains 83282 members 
Mstep: Class 9 contains 10793 members 
Mstep: Class 10 contains 2650 members 
Mstep: Class 11 contains 6741 members 
Mstep: Class 12 contains 7989 members 
Mstep: Class 13 contains 8197 members 
Mstep: Class 14 contains 7947 members 
Mstep: Class 15 contains 14625 members 
Mstep: Class 16 contains 5558 members 
Mstep: Class 17 contains 1605 members 
Mstep: Class 18 contains 48756 members 
Mstep: Class 19 contains 5710 members 
Mstep: Class 20 contains 7571 members 
Mstep: Class 21 contains 4719 members 
Mstep: Class 22 contains 5325 members 
Mstep: Class 23 contains 10307 members 
Mstep: Class 24 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342170.000000 Penalty: 49893.730469
Iteration 89Q: 25 clusters Score -2.134217e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 12886 members 
Mstep: Class 3 contains 2191 members 
Mstep: Class 4 contains 2416 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 50860 members 
Mstep: Class 7 contains 10662 members 
Mstep: Class 8 contains 83350 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2652 members 
Mstep: Class 11 contains 6744 members 
Mstep: Class 12 contains 7986 members 
Mstep: Class 13 contains 8128 members 
Mstep: Class 14 contains 7947 members 
Mstep: Class 15 contains 14624 members 
Mstep: Class 16 contains 5553 members 
Mstep: Class 17 contains 1597 members 
Mstep: Class 18 contains 48768 members 
Mstep: Class 19 contains 5695 members 
Mstep: Class 20 contains 7582 members 
Mstep: Class 21 contains 4728 members 
Mstep: Class 22 contains 5304 members 
Mstep: Class 23 contains 10339 members 
Mstep: Class 24 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342208.000000 Penalty: 49893.730469
Iteration 90Q: 25 clusters Score -2.134221e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 12885 members 
Mstep: Class 3 contains 2188 members 
Mstep: Class 4 contains 2415 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 50997 members 
Mstep: Class 7 contains 10521 members 
Mstep: Class 8 contains 83431 members 
Mstep: Class 9 contains 10786 members 
Mstep: Class 10 contains 2654 members 
Mstep: Class 11 contains 6749 members 
Mstep: Class 12 contains 7985 members 
Mstep: Class 13 contains 8040 members 
Mstep: Class 14 contains 7948 members 
Mstep: Class 15 contains 14614 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 48777 members 
Mstep: Class 19 contains 5685 members 
Mstep: Class 20 contains 7596 members 
Mstep: Class 21 contains 4739 members 
Mstep: Class 22 contains 5295 members 
Mstep: Class 23 contains 10354 members 
Mstep: Class 24 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342178.000000 Penalty: 49893.730469
Iteration 91Q: 25 clusters Score -2.134218e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 12887 members 
Mstep: Class 3 contains 2187 members 
Mstep: Class 4 contains 2417 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 51122 members 
Mstep: Class 7 contains 10372 members 
Mstep: Class 8 contains 83521 members 
Mstep: Class 9 contains 10785 members 
Mstep: Class 10 contains 2657 members 
Mstep: Class 11 contains 6751 members 
Mstep: Class 12 contains 7986 members 
Mstep: Class 13 contains 7952 members 
Mstep: Class 14 contains 7949 members 
Mstep: Class 15 contains 14614 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 48793 members 
Mstep: Class 19 contains 5667 members 
Mstep: Class 20 contains 7614 members 
Mstep: Class 21 contains 4742 members 
Mstep: Class 22 contains 5291 members 
Mstep: Class 23 contains 10368 members 
Mstep: Class 24 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342260.000000 Penalty: 49893.730469
Iteration 92Q: 25 clusters Score -2.134226e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 12886 members 
Mstep: Class 3 contains 2185 members 
Mstep: Class 4 contains 2420 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 51241 members 
Mstep: Class 7 contains 10248 members 
Mstep: Class 8 contains 83607 members 
Mstep: Class 9 contains 10784 members 
Mstep: Class 10 contains 2658 members 
Mstep: Class 11 contains 6752 members 
Mstep: Class 12 contains 7984 members 
Mstep: Class 13 contains 7865 members 
Mstep: Class 14 contains 7952 members 
Mstep: Class 15 contains 14619 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 48808 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 7622 members 
Mstep: Class 21 contains 4737 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10381 members 
Mstep: Class 24 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342228.000000 Penalty: 49893.730469
Iteration 93Q: 25 clusters Score -2.134223e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 12886 members 
Mstep: Class 3 contains 2181 members 
Mstep: Class 4 contains 2421 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 51362 members 
Mstep: Class 7 contains 10130 members 
Mstep: Class 8 contains 83683 members 
Mstep: Class 9 contains 10783 members 
Mstep: Class 10 contains 2660 members 
Mstep: Class 11 contains 6753 members 
Mstep: Class 12 contains 7984 members 
Mstep: Class 13 contains 7783 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 14629 members 
Mstep: Class 16 contains 5536 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 48828 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 7628 members 
Mstep: Class 21 contains 4736 members 
Mstep: Class 22 contains 5285 members 
Mstep: Class 23 contains 10400 members 
Mstep: Class 24 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342346.000000 Penalty: 49893.730469
Iteration 94Q: 25 clusters Score -2.134235e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 12886 members 
Mstep: Class 3 contains 2179 members 
Mstep: Class 4 contains 2423 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 51460 members 
Mstep: Class 7 contains 10019 members 
Mstep: Class 8 contains 83763 members 
Mstep: Class 9 contains 10786 members 
Mstep: Class 10 contains 2661 members 
Mstep: Class 11 contains 6756 members 
Mstep: Class 12 contains 7982 members 
Mstep: Class 13 contains 7707 members 
Mstep: Class 14 contains 7956 members 
Mstep: Class 15 contains 14633 members 
Mstep: Class 16 contains 5536 members 
Mstep: Class 17 contains 1586 members 
Mstep: Class 18 contains 48856 members 
Mstep: Class 19 contains 5603 members 
Mstep: Class 20 contains 7644 members 
Mstep: Class 21 contains 4736 members 
Mstep: Class 22 contains 5279 members 
Mstep: Class 23 contains 10420 members 
Mstep: Class 24 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342368.000000 Penalty: 49893.730469
Iteration 95Q: 25 clusters Score -2.134237e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 12888 members 
Mstep: Class 3 contains 2177 members 
Mstep: Class 4 contains 2424 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 51536 members 
Mstep: Class 7 contains 9926 members 
Mstep: Class 8 contains 83834 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2664 members 
Mstep: Class 11 contains 6756 members 
Mstep: Class 12 contains 7983 members 
Mstep: Class 13 contains 7625 members 
Mstep: Class 14 contains 7959 members 
Mstep: Class 15 contains 14641 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 1586 members 
Mstep: Class 18 contains 48887 members 
Mstep: Class 19 contains 5583 members 
Mstep: Class 20 contains 7670 members 
Mstep: Class 21 contains 4738 members 
Mstep: Class 22 contains 5268 members 
Mstep: Class 23 contains 10433 members 
Mstep: Class 24 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342408.000000 Penalty: 49893.730469
Iteration 96Q: 25 clusters Score -2.134241e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 12888 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 2426 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 51627 members 
Mstep: Class 7 contains 9834 members 
Mstep: Class 8 contains 83907 members 
Mstep: Class 9 contains 10791 members 
Mstep: Class 10 contains 2667 members 
Mstep: Class 11 contains 6756 members 
Mstep: Class 12 contains 7980 members 
Mstep: Class 13 contains 7547 members 
Mstep: Class 14 contains 7962 members 
Mstep: Class 15 contains 14646 members 
Mstep: Class 16 contains 5534 members 
Mstep: Class 17 contains 1586 members 
Mstep: Class 18 contains 48912 members 
Mstep: Class 19 contains 5562 members 
Mstep: Class 20 contains 7690 members 
Mstep: Class 21 contains 4737 members 
Mstep: Class 22 contains 5261 members 
Mstep: Class 23 contains 10450 members 
Mstep: Class 24 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342436.000000 Penalty: 49893.730469
Iteration 97Q: 25 clusters Score -2.134244e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45897 members 
Mstep: Class 2 contains 12888 members 
Mstep: Class 3 contains 2161 members 
Mstep: Class 4 contains 2426 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 51719 members 
Mstep: Class 7 contains 9759 members 
Mstep: Class 8 contains 83955 members 
Mstep: Class 9 contains 10790 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 6754 members 
Mstep: Class 12 contains 7974 members 
Mstep: Class 13 contains 7479 members 
Mstep: Class 14 contains 7964 members 
Mstep: Class 15 contains 14652 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 1586 members 
Mstep: Class 18 contains 48946 members 
Mstep: Class 19 contains 5543 members 
Mstep: Class 20 contains 7706 members 
Mstep: Class 21 contains 4738 members 
Mstep: Class 22 contains 5253 members 
Mstep: Class 23 contains 10475 members 
Mstep: Class 24 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342510.000000 Penalty: 49893.730469
Iteration 98Q: 25 clusters Score -2.134251e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 12889 members 
Mstep: Class 3 contains 2158 members 
Mstep: Class 4 contains 2425 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 51803 members 
Mstep: Class 7 contains 9673 members 
Mstep: Class 8 contains 84015 members 
Mstep: Class 9 contains 10792 members 
Mstep: Class 10 contains 2672 members 
Mstep: Class 11 contains 6756 members 
Mstep: Class 12 contains 7974 members 
Mstep: Class 13 contains 7411 members 
Mstep: Class 14 contains 7964 members 
Mstep: Class 15 contains 14657 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 1585 members 
Mstep: Class 18 contains 48974 members 
Mstep: Class 19 contains 5528 members 
Mstep: Class 20 contains 7724 members 
Mstep: Class 21 contains 4742 members 
Mstep: Class 22 contains 5243 members 
Mstep: Class 23 contains 10489 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342562.000000 Penalty: 49893.730469
Iteration 99Q: 25 clusters Score -2.134256e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 12887 members 
Mstep: Class 3 contains 2155 members 
Mstep: Class 4 contains 2424 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 51891 members 
Mstep: Class 7 contains 9579 members 
Mstep: Class 8 contains 84069 members 
Mstep: Class 9 contains 10795 members 
Mstep: Class 10 contains 2673 members 
Mstep: Class 11 contains 6758 members 
Mstep: Class 12 contains 7972 members 
Mstep: Class 13 contains 7342 members 
Mstep: Class 14 contains 7964 members 
Mstep: Class 15 contains 14667 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 1584 members 
Mstep: Class 18 contains 48991 members 
Mstep: Class 19 contains 5516 members 
Mstep: Class 20 contains 7743 members 
Mstep: Class 21 contains 4743 members 
Mstep: Class 22 contains 5238 members 
Mstep: Class 23 contains 10500 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342626.000000 Penalty: 49893.730469
Iteration 100F: 25 clusters Score -2.134263e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 12883 members 
Mstep: Class 3 contains 2150 members 
Mstep: Class 4 contains 2426 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 51984 members 
Mstep: Class 7 contains 9493 members 
Mstep: Class 8 contains 84121 members 
Mstep: Class 9 contains 10794 members 
Mstep: Class 10 contains 2673 members 
Mstep: Class 11 contains 6760 members 
Mstep: Class 12 contains 7972 members 
Mstep: Class 13 contains 7276 members 
Mstep: Class 14 contains 7963 members 
Mstep: Class 15 contains 14672 members 
Mstep: Class 16 contains 5520 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 49016 members 
Mstep: Class 19 contains 5499 members 
Mstep: Class 20 contains 7758 members 
Mstep: Class 21 contains 4745 members 
Mstep: Class 22 contains 5236 members 
Mstep: Class 23 contains 10510 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342596.000000 Penalty: 49893.730469
Iteration 101Q: 25 clusters Score -2.13426e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 12883 members 
Mstep: Class 3 contains 2142 members 
Mstep: Class 4 contains 2427 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 52090 members 
Mstep: Class 7 contains 9401 members 
Mstep: Class 8 contains 84180 members 
Mstep: Class 9 contains 10793 members 
Mstep: Class 10 contains 2674 members 
Mstep: Class 11 contains 6761 members 
Mstep: Class 12 contains 7966 members 
Mstep: Class 13 contains 7217 members 
Mstep: Class 14 contains 7963 members 
Mstep: Class 15 contains 14671 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49039 members 
Mstep: Class 19 contains 5481 members 
Mstep: Class 20 contains 7774 members 
Mstep: Class 21 contains 4744 members 
Mstep: Class 22 contains 5229 members 
Mstep: Class 23 contains 10514 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342618.000000 Penalty: 49893.730469
Iteration 102Q: 25 clusters Score -2.134262e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 12882 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 2429 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 52172 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 84238 members 
Mstep: Class 9 contains 10792 members 
Mstep: Class 10 contains 2674 members 
Mstep: Class 11 contains 6762 members 
Mstep: Class 12 contains 7963 members 
Mstep: Class 13 contains 7166 members 
Mstep: Class 14 contains 7963 members 
Mstep: Class 15 contains 14678 members 
Mstep: Class 16 contains 5519 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 49065 members 
Mstep: Class 19 contains 5469 members 
Mstep: Class 20 contains 7782 members 
Mstep: Class 21 contains 4745 members 
Mstep: Class 22 contains 5224 members 
Mstep: Class 23 contains 10527 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342704.000000 Penalty: 49893.730469
Iteration 103Q: 25 clusters Score -2.13427e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 12880 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 2430 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 52248 members 
Mstep: Class 7 contains 9238 members 
Mstep: Class 8 contains 84303 members 
Mstep: Class 9 contains 10791 members 
Mstep: Class 10 contains 2673 members 
Mstep: Class 11 contains 6765 members 
Mstep: Class 12 contains 7960 members 
Mstep: Class 13 contains 7104 members 
Mstep: Class 14 contains 7965 members 
Mstep: Class 15 contains 14688 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49084 members 
Mstep: Class 19 contains 5449 members 
Mstep: Class 20 contains 7793 members 
Mstep: Class 21 contains 4746 members 
Mstep: Class 22 contains 5217 members 
Mstep: Class 23 contains 10549 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342750.000000 Penalty: 49893.730469
Iteration 104Q: 25 clusters Score -2.134275e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 12883 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 2435 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 52320 members 
Mstep: Class 7 contains 9162 members 
Mstep: Class 8 contains 84363 members 
Mstep: Class 9 contains 10791 members 
Mstep: Class 10 contains 2673 members 
Mstep: Class 11 contains 6766 members 
Mstep: Class 12 contains 7964 members 
Mstep: Class 13 contains 7035 members 
Mstep: Class 14 contains 7969 members 
Mstep: Class 15 contains 14700 members 
Mstep: Class 16 contains 5501 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49106 members 
Mstep: Class 19 contains 5425 members 
Mstep: Class 20 contains 7805 members 
Mstep: Class 21 contains 4746 members 
Mstep: Class 22 contains 5209 members 
Mstep: Class 23 contains 10566 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342788.000000 Penalty: 49893.730469
Iteration 105Q: 25 clusters Score -2.134279e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 12885 members 
Mstep: Class 3 contains 2129 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 52380 members 
Mstep: Class 7 contains 9107 members 
Mstep: Class 8 contains 84426 members 
Mstep: Class 9 contains 10793 members 
Mstep: Class 10 contains 2673 members 
Mstep: Class 11 contains 6767 members 
Mstep: Class 12 contains 7958 members 
Mstep: Class 13 contains 6959 members 
Mstep: Class 14 contains 7970 members 
Mstep: Class 15 contains 14703 members 
Mstep: Class 16 contains 5495 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49127 members 
Mstep: Class 19 contains 5411 members 
Mstep: Class 20 contains 7822 members 
Mstep: Class 21 contains 4749 members 
Mstep: Class 22 contains 5200 members 
Mstep: Class 23 contains 10576 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342884.000000 Penalty: 49893.730469
Iteration 106Q: 25 clusters Score -2.134288e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 12885 members 
Mstep: Class 3 contains 2122 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 52425 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 84478 members 
Mstep: Class 9 contains 10794 members 
Mstep: Class 10 contains 2673 members 
Mstep: Class 11 contains 6769 members 
Mstep: Class 12 contains 7955 members 
Mstep: Class 13 contains 6888 members 
Mstep: Class 14 contains 7973 members 
Mstep: Class 15 contains 14703 members 
Mstep: Class 16 contains 5493 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49151 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 7833 members 
Mstep: Class 21 contains 4748 members 
Mstep: Class 22 contains 5196 members 
Mstep: Class 23 contains 10583 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342932.000000 Penalty: 49893.730469
Iteration 107Q: 25 clusters Score -2.134293e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 12884 members 
Mstep: Class 3 contains 2117 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 52486 members 
Mstep: Class 7 contains 8983 members 
Mstep: Class 8 contains 84525 members 
Mstep: Class 9 contains 10794 members 
Mstep: Class 10 contains 2674 members 
Mstep: Class 11 contains 6769 members 
Mstep: Class 12 contains 7950 members 
Mstep: Class 13 contains 6834 members 
Mstep: Class 14 contains 7973 members 
Mstep: Class 15 contains 14715 members 
Mstep: Class 16 contains 5493 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 49164 members 
Mstep: Class 19 contains 5389 members 
Mstep: Class 20 contains 7841 members 
Mstep: Class 21 contains 4747 members 
Mstep: Class 22 contains 5196 members 
Mstep: Class 23 contains 10592 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342964.000000 Penalty: 49893.730469
Iteration 108Q: 25 clusters Score -2.134296e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 12883 members 
Mstep: Class 3 contains 2111 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 52545 members 
Mstep: Class 7 contains 8935 members 
Mstep: Class 8 contains 84557 members 
Mstep: Class 9 contains 10794 members 
Mstep: Class 10 contains 2676 members 
Mstep: Class 11 contains 6769 members 
Mstep: Class 12 contains 7945 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 7975 members 
Mstep: Class 15 contains 14718 members 
Mstep: Class 16 contains 5491 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 49177 members 
Mstep: Class 19 contains 5378 members 
Mstep: Class 20 contains 7845 members 
Mstep: Class 21 contains 4746 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 10598 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342960.000000 Penalty: 49893.730469
Iteration 109Q: 25 clusters Score -2.134296e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 12885 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 2444 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 52607 members 
Mstep: Class 7 contains 8885 members 
Mstep: Class 8 contains 84582 members 
Mstep: Class 9 contains 10794 members 
Mstep: Class 10 contains 2679 members 
Mstep: Class 11 contains 6769 members 
Mstep: Class 12 contains 7940 members 
Mstep: Class 13 contains 6739 members 
Mstep: Class 14 contains 7976 members 
Mstep: Class 15 contains 14716 members 
Mstep: Class 16 contains 5494 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 49191 members 
Mstep: Class 19 contains 5374 members 
Mstep: Class 20 contains 7851 members 
Mstep: Class 21 contains 4746 members 
Mstep: Class 22 contains 5191 members 
Mstep: Class 23 contains 10608 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342964.000000 Penalty: 49893.730469
Iteration 110Q: 25 clusters Score -2.134296e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 12886 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 2445 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 52665 members 
Mstep: Class 7 contains 8859 members 
Mstep: Class 8 contains 84607 members 
Mstep: Class 9 contains 10794 members 
Mstep: Class 10 contains 2680 members 
Mstep: Class 11 contains 6770 members 
Mstep: Class 12 contains 7937 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 7976 members 
Mstep: Class 15 contains 14719 members 
Mstep: Class 16 contains 5491 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 49203 members 
Mstep: Class 19 contains 5356 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 4745 members 
Mstep: Class 22 contains 5188 members 
Mstep: Class 23 contains 10616 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342938.000000 Penalty: 49893.730469
Iteration 111Q: 25 clusters Score -2.134294e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 12887 members 
Mstep: Class 3 contains 2091 members 
Mstep: Class 4 contains 2449 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 52707 members 
Mstep: Class 7 contains 8838 members 
Mstep: Class 8 contains 84633 members 
Mstep: Class 9 contains 10793 members 
Mstep: Class 10 contains 2680 members 
Mstep: Class 11 contains 6772 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 6647 members 
Mstep: Class 14 contains 7976 members 
Mstep: Class 15 contains 14720 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 49213 members 
Mstep: Class 19 contains 5337 members 
Mstep: Class 20 contains 7862 members 
Mstep: Class 21 contains 4745 members 
Mstep: Class 22 contains 5187 members 
Mstep: Class 23 contains 10623 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342994.000000 Penalty: 49893.730469
Iteration 112Q: 25 clusters Score -2.134299e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 12886 members 
Mstep: Class 3 contains 2088 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 52737 members 
Mstep: Class 7 contains 8813 members 
Mstep: Class 8 contains 84658 members 
Mstep: Class 9 contains 10794 members 
Mstep: Class 10 contains 2680 members 
Mstep: Class 11 contains 6772 members 
Mstep: Class 12 contains 7937 members 
Mstep: Class 13 contains 6616 members 
Mstep: Class 14 contains 7976 members 
Mstep: Class 15 contains 14718 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 49226 members 
Mstep: Class 19 contains 5326 members 
Mstep: Class 20 contains 7872 members 
Mstep: Class 21 contains 4745 members 
Mstep: Class 22 contains 5191 members 
Mstep: Class 23 contains 10631 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342930.000000 Penalty: 49893.730469
Iteration 113Q: 25 clusters Score -2.134293e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 12885 members 
Mstep: Class 3 contains 2086 members 
Mstep: Class 4 contains 2450 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 52763 members 
Mstep: Class 7 contains 8792 members 
Mstep: Class 8 contains 84674 members 
Mstep: Class 9 contains 10793 members 
Mstep: Class 10 contains 2681 members 
Mstep: Class 11 contains 6774 members 
Mstep: Class 12 contains 7937 members 
Mstep: Class 13 contains 6585 members 
Mstep: Class 14 contains 7977 members 
Mstep: Class 15 contains 14718 members 
Mstep: Class 16 contains 5490 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 49238 members 
Mstep: Class 19 contains 5323 members 
Mstep: Class 20 contains 7886 members 
Mstep: Class 21 contains 4745 members 
Mstep: Class 22 contains 5188 members 
Mstep: Class 23 contains 10636 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342870.000000 Penalty: 49893.730469
Iteration 114Q: 25 clusters Score -2.134287e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 12885 members 
Mstep: Class 3 contains 2084 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 52796 members 
Mstep: Class 7 contains 8779 members 
Mstep: Class 8 contains 84688 members 
Mstep: Class 9 contains 10793 members 
Mstep: Class 10 contains 2681 members 
Mstep: Class 11 contains 6773 members 
Mstep: Class 12 contains 7939 members 
Mstep: Class 13 contains 6557 members 
Mstep: Class 14 contains 7978 members 
Mstep: Class 15 contains 14715 members 
Mstep: Class 16 contains 5486 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 49249 members 
Mstep: Class 19 contains 5318 members 
Mstep: Class 20 contains 7890 members 
Mstep: Class 21 contains 4746 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 10642 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342900.000000 Penalty: 49893.730469
Iteration 115Q: 25 clusters Score -2.13429e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 12884 members 
Mstep: Class 3 contains 2085 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 1745 members 
Mstep: Class 6 contains 52825 members 
Mstep: Class 7 contains 8767 members 
Mstep: Class 8 contains 84703 members 
Mstep: Class 9 contains 10795 members 
Mstep: Class 10 contains 2681 members 
Mstep: Class 11 contains 6772 members 
Mstep: Class 12 contains 7939 members 
Mstep: Class 13 contains 6530 members 
Mstep: Class 14 contains 7979 members 
Mstep: Class 15 contains 14717 members 
Mstep: Class 16 contains 5486 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 49263 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 7894 members 
Mstep: Class 21 contains 4744 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 10646 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342938.000000 Penalty: 49893.730469
Iteration 116Q: 25 clusters Score -2.134294e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 12884 members 
Mstep: Class 3 contains 2085 members 
Mstep: Class 4 contains 2459 members 
Mstep: Class 5 contains 1746 members 
Mstep: Class 6 contains 52851 members 
Mstep: Class 7 contains 8750 members 
Mstep: Class 8 contains 84721 members 
Mstep: Class 9 contains 10795 members 
Mstep: Class 10 contains 2681 members 
Mstep: Class 11 contains 6771 members 
Mstep: Class 12 contains 7941 members 
Mstep: Class 13 contains 6504 members 
Mstep: Class 14 contains 7978 members 
Mstep: Class 15 contains 14717 members 
Mstep: Class 16 contains 5482 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 49278 members 
Mstep: Class 19 contains 5301 members 
Mstep: Class 20 contains 7905 members 
Mstep: Class 21 contains 4745 members 
Mstep: Class 22 contains 5188 members 
Mstep: Class 23 contains 10648 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342938.000000 Penalty: 49893.730469
Iteration 117Q: 25 clusters Score -2.134294e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 12882 members 
Mstep: Class 3 contains 2084 members 
Mstep: Class 4 contains 2462 members 
Mstep: Class 5 contains 1747 members 
Mstep: Class 6 contains 52874 members 
Mstep: Class 7 contains 8742 members 
Mstep: Class 8 contains 84737 members 
Mstep: Class 9 contains 10795 members 
Mstep: Class 10 contains 2681 members 
Mstep: Class 11 contains 6770 members 
Mstep: Class 12 contains 7943 members 
Mstep: Class 13 contains 6485 members 
Mstep: Class 14 contains 7978 members 
Mstep: Class 15 contains 14719 members 
Mstep: Class 16 contains 5477 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49298 members 
Mstep: Class 19 contains 5286 members 
Mstep: Class 20 contains 7912 members 
Mstep: Class 21 contains 4743 members 
Mstep: Class 22 contains 5186 members 
Mstep: Class 23 contains 10653 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342886.000000 Penalty: 49893.730469
Iteration 118Q: 25 clusters Score -2.134289e+07 nChanged 150
Entering ConstructFrom: 
Score: -21342886.000000 Penalty: 49893.730469
Entering ConstructFrom: 
Trying to split cluster 1 (45550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Entering Unmasked Estep 
Score: -2807490.000000 Penalty: 1743.067017
	Iteration 0F: 2 clusters Score -2807490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -2776972.500000 Penalty: 3486.134033
	Iteration 0F: 3 clusters Score -2776972 nChanged 21329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -2789315.000000 Penalty: 3486.134033
	Iteration 1F: 3 clusters Score -2789315 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -2789931.250000 Penalty: 3486.134033
	Iteration 2Q: 3 clusters Score -2789931 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -2790604.000000 Penalty: 3486.134033
	Iteration 3Q: 3 clusters Score -2790604 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -2791399.250000 Penalty: 3486.134033
	Iteration 4Q: 3 clusters Score -2791399 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -2792282.000000 Penalty: 3486.134033
	Iteration 5Q: 3 clusters Score -2792282 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -2793409.250000 Penalty: 3486.134033
	Iteration 6Q: 3 clusters Score -2793409 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -2794892.000000 Penalty: 3486.134033
	Iteration 7F: 3 clusters Score -2794892 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -2796587.000000 Penalty: 3486.134033
	Iteration 8F: 3 clusters Score -2796587 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -2797975.000000 Penalty: 3486.134033
	Iteration 9F: 3 clusters Score -2797975 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -2798843.750000 Penalty: 3486.134033
	Iteration 10Q: 3 clusters Score -2798844 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2799269.500000 Penalty: 3486.134033
	Iteration 11Q: 3 clusters Score -2799270 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -2799462.750000 Penalty: 3486.134033
	Iteration 12Q: 3 clusters Score -2799463 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -2799614.750000 Penalty: 3486.134033
	Iteration 13Q: 3 clusters Score -2799615 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2799757.750000 Penalty: 3486.134033
	Iteration 14Q: 3 clusters Score -2799758 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2799894.750000 Penalty: 3486.134033
	Iteration 15Q: 3 clusters Score -2799895 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2800053.250000 Penalty: 3486.134033
	Iteration 16Q: 3 clusters Score -2800053 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2800226.000000 Penalty: 3486.134033
	Iteration 17Q: 3 clusters Score -2800226 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2800367.750000 Penalty: 3486.134033
	Iteration 18Q: 3 clusters Score -2800368 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2800524.000000 Penalty: 3486.134033
	Iteration 19Q: 3 clusters Score -2800524 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2800663.250000 Penalty: 3486.134033
	Iteration 20F: 3 clusters Score -2800663 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2800780.000000 Penalty: 3486.134033
	Iteration 21Q: 3 clusters Score -2800780 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2800960.500000 Penalty: 3486.134033
	Iteration 22Q: 3 clusters Score -2800960 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2801135.500000 Penalty: 3486.134033
	Iteration 23Q: 3 clusters Score -2801136 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2801362.250000 Penalty: 3486.134033
	Iteration 24Q: 3 clusters Score -2801362 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2801578.250000 Penalty: 3486.134033
	Iteration 25Q: 3 clusters Score -2801578 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2801839.500000 Penalty: 3486.134033
	Iteration 26Q: 3 clusters Score -2801840 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2802082.000000 Penalty: 3486.134033
	Iteration 27Q: 3 clusters Score -2802082 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2802328.250000 Penalty: 3486.134033
	Iteration 28Q: 3 clusters Score -2802328 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2802596.500000 Penalty: 3486.134033
	Iteration 29Q: 3 clusters Score -2802596 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2802844.750000 Penalty: 3486.134033
	Iteration 30Q: 3 clusters Score -2802845 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2803075.500000 Penalty: 3486.134033
	Iteration 31Q: 3 clusters Score -2803076 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2803276.750000 Penalty: 3486.134033
	Iteration 32Q: 3 clusters Score -2803277 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2803502.750000 Penalty: 3486.134033
	Iteration 33Q: 3 clusters Score -2803503 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2803719.250000 Penalty: 3486.134033
	Iteration 34Q: 3 clusters Score -2803719 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2803900.000000 Penalty: 3486.134033
	Iteration 35Q: 3 clusters Score -2803900 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2804067.250000 Penalty: 3486.134033
	Iteration 36Q: 3 clusters Score -2804067 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2804206.250000 Penalty: 3486.134033
	Iteration 37Q: 3 clusters Score -2804206 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2804337.500000 Penalty: 3486.134033
	Iteration 38Q: 3 clusters Score -2804338 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2804449.000000 Penalty: 3486.134033
	Iteration 39Q: 3 clusters Score -2804449 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2804534.250000 Penalty: 3486.134033
	Iteration 40F: 3 clusters Score -2804534 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2804611.000000 Penalty: 3486.134033
	Iteration 41Q: 3 clusters Score -2804611 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2804682.750000 Penalty: 3486.134033
	Iteration 42Q: 3 clusters Score -2804683 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2804739.750000 Penalty: 3486.134033
	Iteration 43Q: 3 clusters Score -2804740 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2804795.500000 Penalty: 3486.134033
	Iteration 44Q: 3 clusters Score -2804796 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2804861.750000 Penalty: 3486.134033
	Iteration 45Q: 3 clusters Score -2804862 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2804927.750000 Penalty: 3486.134033
	Iteration 46Q: 3 clusters Score -2804928 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2804992.250000 Penalty: 3486.134033
	Iteration 47Q: 3 clusters Score -2804992 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2805033.000000 Penalty: 3486.134033
	Iteration 48Q: 3 clusters Score -2805033 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2805088.750000 Penalty: 3486.134033
	Iteration 49Q: 3 clusters Score -2805089 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2805139.500000 Penalty: 3486.134033
	Iteration 50Q: 3 clusters Score -2805140 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2805181.750000 Penalty: 3486.134033
	Iteration 51Q: 3 clusters Score -2805182 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2805215.750000 Penalty: 3486.134033
	Iteration 52Q: 3 clusters Score -2805216 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2805258.500000 Penalty: 3486.134033
	Iteration 53Q: 3 clusters Score -2805258 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2805307.750000 Penalty: 3486.134033
	Iteration 54Q: 3 clusters Score -2805308 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2805347.000000 Penalty: 3486.134033
	Iteration 55Q: 3 clusters Score -2805347 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2805389.000000 Penalty: 3486.134033
	Iteration 56Q: 3 clusters Score -2805389 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2805423.000000 Penalty: 3486.134033
	Iteration 57Q: 3 clusters Score -2805423 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2805446.000000 Penalty: 3486.134033
	Iteration 58Q: 3 clusters Score -2805446 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2805467.750000 Penalty: 3486.134033
	Iteration 59Q: 3 clusters Score -2805468 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2805505.250000 Penalty: 3486.134033
	Iteration 60F: 3 clusters Score -2805505 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2805528.750000 Penalty: 3486.134033
	Iteration 61Q: 3 clusters Score -2805529 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2805566.000000 Penalty: 3486.134033
	Iteration 62Q: 3 clusters Score -2805566 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2805602.250000 Penalty: 3486.134033
	Iteration 63Q: 3 clusters Score -2805602 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2805641.750000 Penalty: 3486.134033
	Iteration 64Q: 3 clusters Score -2805642 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2805666.750000 Penalty: 3486.134033
	Iteration 65Q: 3 clusters Score -2805667 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43044 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2805691.750000 Penalty: 3486.134033
	Iteration 66Q: 3 clusters Score -2805692 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2805716.750000 Penalty: 3486.134033
	Iteration 67Q: 3 clusters Score -2805717 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2805751.500000 Penalty: 3486.134033
	Iteration 68Q: 3 clusters Score -2805752 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2805770.500000 Penalty: 3486.134033
	Iteration 69Q: 3 clusters Score -2805770 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2805785.500000 Penalty: 3486.134033
	Iteration 70Q: 3 clusters Score -2805786 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2805787.250000 Penalty: 3486.134033
	Iteration 71Q: 3 clusters Score -2805787 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2805811.000000 Penalty: 3486.134033
	Iteration 72Q: 3 clusters Score -2805811 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2805826.500000 Penalty: 3486.134033
	Iteration 73Q: 3 clusters Score -2805826 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2805842.250000 Penalty: 3486.134033
	Iteration 74Q: 3 clusters Score -2805842 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2805856.750000 Penalty: 3486.134033
	Iteration 75Q: 3 clusters Score -2805857 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2805872.500000 Penalty: 3486.134033
	Iteration 76Q: 3 clusters Score -2805872 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2805889.000000 Penalty: 3486.134033
	Iteration 77Q: 3 clusters Score -2805889 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2805900.000000 Penalty: 3486.134033
	Iteration 78Q: 3 clusters Score -2805900 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2805914.750000 Penalty: 3486.134033
	Iteration 79Q: 3 clusters Score -2805915 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2805937.500000 Penalty: 3486.134033
	Iteration 80F: 3 clusters Score -2805938 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2805950.750000 Penalty: 3486.134033
	Iteration 81Q: 3 clusters Score -2805951 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2805954.250000 Penalty: 3486.134033
	Iteration 82Q: 3 clusters Score -2805954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2805956.750000 Penalty: 3486.134033
	Iteration 83Q: 3 clusters Score -2805957 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2805962.000000 Penalty: 3486.134033
	Iteration 84Q: 3 clusters Score -2805962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2805973.250000 Penalty: 3486.134033
	Iteration 85Q: 3 clusters Score -2805973 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2805986.750000 Penalty: 3486.134033
	Iteration 86Q: 3 clusters Score -2805987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2805994.750000 Penalty: 3486.134033
	Iteration 87Q: 3 clusters Score -2805995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2806010.000000 Penalty: 3486.134033
	Iteration 88Q: 3 clusters Score -2806010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2806018.250000 Penalty: 3486.134033
	Iteration 89Q: 3 clusters Score -2806018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2806023.000000 Penalty: 3486.134033
	Iteration 90Q: 3 clusters Score -2806023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2806029.750000 Penalty: 3486.134033
	Iteration 91Q: 3 clusters Score -2806030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2806041.750000 Penalty: 3486.134033
	Iteration 92Q: 3 clusters Score -2806042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2806050.250000 Penalty: 3486.134033
	Iteration 93Q: 3 clusters Score -2806050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2806049.250000 Penalty: 3486.134033
	Iteration 94Q: 3 clusters Score -2806049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44280 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2806054.750000 Penalty: 3486.134033
	Iteration 95Q: 3 clusters Score -2806055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2806059.000000 Penalty: 3486.134033
	Iteration 96Q: 3 clusters Score -2806059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2806063.250000 Penalty: 3486.134033
	Iteration 97Q: 3 clusters Score -2806063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2806069.000000 Penalty: 3486.134033
	Iteration 98Q: 3 clusters Score -2806069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2806073.000000 Penalty: 3486.134033
	Iteration 99Q: 3 clusters Score -2806073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2806076.250000 Penalty: 3486.134033
	Iteration 100F: 3 clusters Score -2806076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2806076.000000 Penalty: 3486.134033
	Iteration 101Q: 3 clusters Score -2806076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2806080.500000 Penalty: 3486.134033
	Iteration 102Q: 3 clusters Score -2806080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2806085.500000 Penalty: 3486.134033
	Iteration 103Q: 3 clusters Score -2806086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2806085.500000 Penalty: 3486.134033
	Iteration 104F: 3 clusters Score -2806086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Entering Unmasked Estep 
Score: -776478.000000 Penalty: 1537.807617
	Iteration 0F: 2 clusters Score -776478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -767453.750000 Penalty: 3075.615234
	Iteration 0F: 3 clusters Score -767453.8 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -770479.250000 Penalty: 3075.615234
	Iteration 1F: 3 clusters Score -770479.2 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -770783.687500 Penalty: 3075.615234
	Iteration 2F: 3 clusters Score -770783.7 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -771049.7 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -771283.125000 Penalty: 3075.615234
	Iteration 4Q: 3 clusters Score -771283.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -771531.250000 Penalty: 3075.615234
	Iteration 5Q: 3 clusters Score -771531.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -771820.937500 Penalty: 3075.615234
	Iteration 6Q: 3 clusters Score -771820.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -772130.375000 Penalty: 3075.615234
	Iteration 7Q: 3 clusters Score -772130.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -772432.937500 Penalty: 3075.615234
	Iteration 8Q: 3 clusters Score -772432.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -772731.625000 Penalty: 3075.615234
	Iteration 9Q: 3 clusters Score -772731.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -773010.312500 Penalty: 3075.615234
	Iteration 10Q: 3 clusters Score -773010.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -773297.625000 Penalty: 3075.615234
	Iteration 11Q: 3 clusters Score -773297.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -773588.437500 Penalty: 3075.615234
	Iteration 12Q: 3 clusters Score -773588.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -773855.562500 Penalty: 3075.615234
	Iteration 13Q: 3 clusters Score -773855.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -774060.125000 Penalty: 3075.615234
	Iteration 14Q: 3 clusters Score -774060.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -774173.062500 Penalty: 3075.615234
	Iteration 15Q: 3 clusters Score -774173.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -774251.312500 Penalty: 3075.615234
	Iteration 16Q: 3 clusters Score -774251.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -774319.750000 Penalty: 3075.615234
	Iteration 17Q: 3 clusters Score -774319.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -774374.437500 Penalty: 3075.615234
	Iteration 18Q: 3 clusters Score -774374.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -774424.562500 Penalty: 3075.615234
	Iteration 19Q: 3 clusters Score -774424.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -774466.500000 Penalty: 3075.615234
	Iteration 20F: 3 clusters Score -774466.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -774504.500000 Penalty: 3075.615234
	Iteration 21Q: 3 clusters Score -774504.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -774544.750000 Penalty: 3075.615234
	Iteration 22Q: 3 clusters Score -774544.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -774589.250000 Penalty: 3075.615234
	Iteration 23Q: 3 clusters Score -774589.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -774632.125000 Penalty: 3075.615234
	Iteration 24Q: 3 clusters Score -774632.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -774666.000000 Penalty: 3075.615234
	Iteration 25Q: 3 clusters Score -774666 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -774697.687500 Penalty: 3075.615234
	Iteration 26Q: 3 clusters Score -774697.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -774727.437500 Penalty: 3075.615234
	Iteration 27Q: 3 clusters Score -774727.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -774759.687500 Penalty: 3075.615234
	Iteration 28Q: 3 clusters Score -774759.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -774791.187500 Penalty: 3075.615234
	Iteration 29Q: 3 clusters Score -774791.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -774818.812500 Penalty: 3075.615234
	Iteration 30Q: 3 clusters Score -774818.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -774844.937500 Penalty: 3075.615234
	Iteration 31Q: 3 clusters Score -774844.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -774865.187500 Penalty: 3075.615234
	Iteration 32Q: 3 clusters Score -774865.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -774879.875000 Penalty: 3075.615234
	Iteration 33Q: 3 clusters Score -774879.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -774890.312500 Penalty: 3075.615234
	Iteration 34Q: 3 clusters Score -774890.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -774900.937500 Penalty: 3075.615234
	Iteration 35Q: 3 clusters Score -774900.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -774915.187500 Penalty: 3075.615234
	Iteration 36Q: 3 clusters Score -774915.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -774922.125000 Penalty: 3075.615234
	Iteration 37Q: 3 clusters Score -774922.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -774928.625000 Penalty: 3075.615234
	Iteration 38Q: 3 clusters Score -774928.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -774935.625000 Penalty: 3075.615234
	Iteration 39Q: 3 clusters Score -774935.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -774941.562500 Penalty: 3075.615234
	Iteration 40F: 3 clusters Score -774941.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -774944.812500 Penalty: 3075.615234
	Iteration 41Q: 3 clusters Score -774944.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -774947.500000 Penalty: 3075.615234
	Iteration 42Q: 3 clusters Score -774947.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -774949.062500 Penalty: 3075.615234
	Iteration 43Q: 3 clusters Score -774949.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -774955.000000 Penalty: 3075.615234
	Iteration 44Q: 3 clusters Score -774955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -774963.125000 Penalty: 3075.615234
	Iteration 45Q: 3 clusters Score -774963.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -774967.437500 Penalty: 3075.615234
	Iteration 46Q: 3 clusters Score -774967.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -774974.062500 Penalty: 3075.615234
	Iteration 47Q: 3 clusters Score -774974.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -774978.625000 Penalty: 3075.615234
	Iteration 48Q: 3 clusters Score -774978.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -774982.625000 Penalty: 3075.615234
	Iteration 49Q: 3 clusters Score -774982.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -774991.437500 Penalty: 3075.615234
	Iteration 50Q: 3 clusters Score -774991.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -775002.812500 Penalty: 3075.615234
	Iteration 51Q: 3 clusters Score -775002.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -775005.937500 Penalty: 3075.615234
	Iteration 52Q: 3 clusters Score -775005.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -775011.000000 Penalty: 3075.615234
	Iteration 53Q: 3 clusters Score -775011 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -775016.187500 Penalty: 3075.615234
	Iteration 54Q: 3 clusters Score -775016.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -775021.375000 Penalty: 3075.615234
	Iteration 55Q: 3 clusters Score -775021.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -775025.000000 Penalty: 3075.615234
	Iteration 56Q: 3 clusters Score -775025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -775031.500000 Penalty: 3075.615234
	Iteration 57Q: 3 clusters Score -775031.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -775038.500000 Penalty: 3075.615234
	Iteration 58Q: 3 clusters Score -775038.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -775043.000000 Penalty: 3075.615234
	Iteration 59Q: 3 clusters Score -775043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -775053.375000 Penalty: 3075.615234
	Iteration 60F: 3 clusters Score -775053.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -775057.437500 Penalty: 3075.615234
	Iteration 61Q: 3 clusters Score -775057.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -775066.250000 Penalty: 3075.615234
	Iteration 62Q: 3 clusters Score -775066.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -775076.875000 Penalty: 3075.615234
	Iteration 63Q: 3 clusters Score -775076.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -775088.250000 Penalty: 3075.615234
	Iteration 64Q: 3 clusters Score -775088.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -775105.562500 Penalty: 3075.615234
	Iteration 65Q: 3 clusters Score -775105.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -775116.687500 Penalty: 3075.615234
	Iteration 66Q: 3 clusters Score -775116.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -775126.875000 Penalty: 3075.615234
	Iteration 67Q: 3 clusters Score -775126.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -775131.687500 Penalty: 3075.615234
	Iteration 68Q: 3 clusters Score -775131.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -775139.812500 Penalty: 3075.615234
	Iteration 69Q: 3 clusters Score -775139.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -775145.937500 Penalty: 3075.615234
	Iteration 70Q: 3 clusters Score -775145.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -775150.000000 Penalty: 3075.615234
	Iteration 71Q: 3 clusters Score -775150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -775156.937500 Penalty: 3075.615234
	Iteration 72Q: 3 clusters Score -775156.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -775164.062500 Penalty: 3075.615234
	Iteration 73Q: 3 clusters Score -775164.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -775171.437500 Penalty: 3075.615234
	Iteration 74Q: 3 clusters Score -775171.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -775178.562500 Penalty: 3075.615234
	Iteration 75Q: 3 clusters Score -775178.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -775186.750000 Penalty: 3075.615234
	Iteration 76Q: 3 clusters Score -775186.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -775195.750000 Penalty: 3075.615234
	Iteration 77Q: 3 clusters Score -775195.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -775207.500000 Penalty: 3075.615234
	Iteration 78Q: 3 clusters Score -775207.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -775213.437500 Penalty: 3075.615234
	Iteration 79Q: 3 clusters Score -775213.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -775218.500000 Penalty: 3075.615234
	Iteration 80F: 3 clusters Score -775218.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -775222.687500 Penalty: 3075.615234
	Iteration 81Q: 3 clusters Score -775222.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -775223.875000 Penalty: 3075.615234
	Iteration 82Q: 3 clusters Score -775223.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -775224.937500 Penalty: 3075.615234
	Iteration 83Q: 3 clusters Score -775224.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -775223.812500 Penalty: 3075.615234
	Iteration 84Q: 3 clusters Score -775223.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -775225.375000 Penalty: 3075.615234
	Iteration 85Q: 3 clusters Score -775225.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -775227.625000 Penalty: 3075.615234
	Iteration 86Q: 3 clusters Score -775227.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -775228.500000 Penalty: 3075.615234
	Iteration 87Q: 3 clusters Score -775228.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -775230.750000 Penalty: 3075.615234
	Iteration 88Q: 3 clusters Score -775230.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -775232.062500 Penalty: 3075.615234
	Iteration 89Q: 3 clusters Score -775232.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -775234.625000 Penalty: 3075.615234
	Iteration 90Q: 3 clusters Score -775234.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -775237.562500 Penalty: 3075.615234
	Iteration 91Q: 3 clusters Score -775237.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -775240.437500 Penalty: 3075.615234
	Iteration 92Q: 3 clusters Score -775240.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -775240.000000 Penalty: 3075.615234
	Iteration 93Q: 3 clusters Score -775240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -775243.187500 Penalty: 3075.615234
	Iteration 94Q: 3 clusters Score -775243.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -775250.625000 Penalty: 3075.615234
	Iteration 95Q: 3 clusters Score -775250.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -775258.312500 Penalty: 3075.615234
	Iteration 96Q: 3 clusters Score -775258.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -775262.875000 Penalty: 3075.615234
	Iteration 97Q: 3 clusters Score -775262.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -775267.187500 Penalty: 3075.615234
	Iteration 98Q: 3 clusters Score -775267.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -775267.687500 Penalty: 3075.615234
	Iteration 99Q: 3 clusters Score -775267.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -775272.312500 Penalty: 3075.615234
	Iteration 100F: 3 clusters Score -775272.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -775274.250000 Penalty: 3075.615234
	Iteration 101Q: 3 clusters Score -775274.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -775276.687500 Penalty: 3075.615234
	Iteration 102Q: 3 clusters Score -775276.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -775279.625000 Penalty: 3075.615234
	Iteration 103Q: 3 clusters Score -775279.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -775283.187500 Penalty: 3075.615234
	Iteration 104Q: 3 clusters Score -775283.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -775283.187500 Penalty: 3075.615234
	Iteration 105Q: 3 clusters Score -775283.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -775283.937500 Penalty: 3075.615234
	Iteration 106Q: 3 clusters Score -775283.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -775285.875000 Penalty: 3075.615234
	Iteration 107Q: 3 clusters Score -775285.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -775287.250000 Penalty: 3075.615234
	Iteration 108Q: 3 clusters Score -775287.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -775288.000000 Penalty: 3075.615234
	Iteration 109Q: 3 clusters Score -775288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -775288.562500 Penalty: 3075.615234
	Iteration 110Q: 3 clusters Score -775288.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -775289.250000 Penalty: 3075.615234
	Iteration 111Q: 3 clusters Score -775289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -775289.062500 Penalty: 3075.615234
	Iteration 112Q: 3 clusters Score -775289.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -775289.312500 Penalty: 3075.615234
	Iteration 113Q: 3 clusters Score -775289.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -775289.312500 Penalty: 3075.615234
	Iteration 114F: 3 clusters Score -775289.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Entering Unmasked Estep 
Score: -125085.867188 Penalty: 1241.832275
	Iteration 0F: 2 clusters Score -125085.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -122963.750000 Penalty: 2483.664551
	Iteration 0F: 3 clusters Score -122963.8 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -123400.296875 Penalty: 2483.664551
	Iteration 1F: 3 clusters Score -123400.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -123508.671875 Penalty: 2483.664551
	Iteration 2F: 3 clusters Score -123508.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -123569.242188 Penalty: 2483.664551
	Iteration 3Q: 3 clusters Score -123569.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -123603.703125 Penalty: 2483.664551
	Iteration 4Q: 3 clusters Score -123603.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -123624.945312 Penalty: 2483.664551
	Iteration 5Q: 3 clusters Score -123624.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -123643.960938 Penalty: 2483.664551
	Iteration 6Q: 3 clusters Score -123644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -123653.476562 Penalty: 2483.664551
	Iteration 7Q: 3 clusters Score -123653.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -123661.601562 Penalty: 2483.664551
	Iteration 8Q: 3 clusters Score -123661.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -123669.992188 Penalty: 2483.664551
	Iteration 9Q: 3 clusters Score -123670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -123681.093750 Penalty: 2483.664551
	Iteration 10Q: 3 clusters Score -123681.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -123688.539062 Penalty: 2483.664551
	Iteration 11Q: 3 clusters Score -123688.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -123696.781250 Penalty: 2483.664551
	Iteration 12Q: 3 clusters Score -123696.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -123704.781250 Penalty: 2483.664551
	Iteration 13Q: 3 clusters Score -123704.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -123713.898438 Penalty: 2483.664551
	Iteration 14Q: 3 clusters Score -123713.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -123719.765625 Penalty: 2483.664551
	Iteration 15Q: 3 clusters Score -123719.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -123725.164062 Penalty: 2483.664551
	Iteration 16Q: 3 clusters Score -123725.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -123731.890625 Penalty: 2483.664551
	Iteration 17Q: 3 clusters Score -123731.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -123739.585938 Penalty: 2483.664551
	Iteration 18Q: 3 clusters Score -123739.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -123753.218750 Penalty: 2483.664551
	Iteration 19Q: 3 clusters Score -123753.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -123766.164062 Penalty: 2483.664551
	Iteration 20F: 3 clusters Score -123766.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -123774.625000 Penalty: 2483.664551
	Iteration 21Q: 3 clusters Score -123774.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -123784.351562 Penalty: 2483.664551
	Iteration 22Q: 3 clusters Score -123784.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -123797.156250 Penalty: 2483.664551
	Iteration 23Q: 3 clusters Score -123797.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -123807.070312 Penalty: 2483.664551
	Iteration 24Q: 3 clusters Score -123807.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -123820.656250 Penalty: 2483.664551
	Iteration 25Q: 3 clusters Score -123820.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -123833.171875 Penalty: 2483.664551
	Iteration 26Q: 3 clusters Score -123833.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -123846.148438 Penalty: 2483.664551
	Iteration 27Q: 3 clusters Score -123846.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -123864.804688 Penalty: 2483.664551
	Iteration 28Q: 3 clusters Score -123864.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -123881.664062 Penalty: 2483.664551
	Iteration 29Q: 3 clusters Score -123881.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -123892.062500 Penalty: 2483.664551
	Iteration 30Q: 3 clusters Score -123892.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -123900.195312 Penalty: 2483.664551
	Iteration 31Q: 3 clusters Score -123900.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -123906.296875 Penalty: 2483.664551
	Iteration 32Q: 3 clusters Score -123906.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -123912.281250 Penalty: 2483.664551
	Iteration 33Q: 3 clusters Score -123912.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -123919.859375 Penalty: 2483.664551
	Iteration 34Q: 3 clusters Score -123919.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -123930.546875 Penalty: 2483.664551
	Iteration 35Q: 3 clusters Score -123930.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -123938.195312 Penalty: 2483.664551
	Iteration 36Q: 3 clusters Score -123938.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -123946.195312 Penalty: 2483.664551
	Iteration 37Q: 3 clusters Score -123946.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -123952.882812 Penalty: 2483.664551
	Iteration 38Q: 3 clusters Score -123952.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -123970.562500 Penalty: 2483.664551
	Iteration 39Q: 3 clusters Score -123970.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -123986.125000 Penalty: 2483.664551
	Iteration 40F: 3 clusters Score -123986.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -123998.609375 Penalty: 2483.664551
	Iteration 41Q: 3 clusters Score -123998.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -124013.828125 Penalty: 2483.664551
	Iteration 42Q: 3 clusters Score -124013.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -124029.390625 Penalty: 2483.664551
	Iteration 43Q: 3 clusters Score -124029.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -124041.859375 Penalty: 2483.664551
	Iteration 44Q: 3 clusters Score -124041.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -124049.539062 Penalty: 2483.664551
	Iteration 45Q: 3 clusters Score -124049.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -124062.164062 Penalty: 2483.664551
	Iteration 46Q: 3 clusters Score -124062.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -124073.000000 Penalty: 2483.664551
	Iteration 47Q: 3 clusters Score -124073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -124080.937500 Penalty: 2483.664551
	Iteration 48Q: 3 clusters Score -124080.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -124087.890625 Penalty: 2483.664551
	Iteration 49Q: 3 clusters Score -124087.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -124093.062500 Penalty: 2483.664551
	Iteration 50Q: 3 clusters Score -124093.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -124096.390625 Penalty: 2483.664551
	Iteration 51Q: 3 clusters Score -124096.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -124101.289062 Penalty: 2483.664551
	Iteration 52Q: 3 clusters Score -124101.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -124102.039062 Penalty: 2483.664551
	Iteration 53Q: 3 clusters Score -124102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -124102.039062 Penalty: 2483.664551
	Iteration 54F: 3 clusters Score -124102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Entering Unmasked Estep 
Score: -145216.546875 Penalty: 1268.984497
	Iteration 0F: 2 clusters Score -145216.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -142841.750000 Penalty: 2537.968994
	Iteration 0F: 3 clusters Score -142841.8 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -143340.421875 Penalty: 2537.968994
	Iteration 1F: 3 clusters Score -143340.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -143465.234375 Penalty: 2537.968994
	Iteration 2F: 3 clusters Score -143465.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -143551.078125 Penalty: 2537.968994
	Iteration 3F: 3 clusters Score -143551.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -143610.984375 Penalty: 2537.968994
	Iteration 4Q: 3 clusters Score -143611 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -143667.640625 Penalty: 2537.968994
	Iteration 5Q: 3 clusters Score -143667.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -143716.968750 Penalty: 2537.968994
	Iteration 6Q: 3 clusters Score -143717 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -143766.921875 Penalty: 2537.968994
	Iteration 7Q: 3 clusters Score -143766.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -143822.390625 Penalty: 2537.968994
	Iteration 8Q: 3 clusters Score -143822.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -143880.765625 Penalty: 2537.968994
	Iteration 9Q: 3 clusters Score -143880.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -143928.140625 Penalty: 2537.968994
	Iteration 10Q: 3 clusters Score -143928.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -143979.625000 Penalty: 2537.968994
	Iteration 11Q: 3 clusters Score -143979.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -144019.546875 Penalty: 2537.968994
	Iteration 12Q: 3 clusters Score -144019.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -144054.890625 Penalty: 2537.968994
	Iteration 13Q: 3 clusters Score -144054.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -144091.515625 Penalty: 2537.968994
	Iteration 14Q: 3 clusters Score -144091.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -144113.546875 Penalty: 2537.968994
	Iteration 15Q: 3 clusters Score -144113.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -144131.171875 Penalty: 2537.968994
	Iteration 16Q: 3 clusters Score -144131.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -144147.718750 Penalty: 2537.968994
	Iteration 17Q: 3 clusters Score -144147.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -144172.406250 Penalty: 2537.968994
	Iteration 18Q: 3 clusters Score -144172.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -144191.859375 Penalty: 2537.968994
	Iteration 19Q: 3 clusters Score -144191.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -144213.046875 Penalty: 2537.968994
	Iteration 20F: 3 clusters Score -144213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -144230.078125 Penalty: 2537.968994
	Iteration 21Q: 3 clusters Score -144230.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -144244.453125 Penalty: 2537.968994
	Iteration 22Q: 3 clusters Score -144244.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -144262.718750 Penalty: 2537.968994
	Iteration 23Q: 3 clusters Score -144262.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -144280.062500 Penalty: 2537.968994
	Iteration 24Q: 3 clusters Score -144280.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -144296.546875 Penalty: 2537.968994
	Iteration 25Q: 3 clusters Score -144296.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -144312.468750 Penalty: 2537.968994
	Iteration 26Q: 3 clusters Score -144312.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -144334.296875 Penalty: 2537.968994
	Iteration 27Q: 3 clusters Score -144334.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -144357.562500 Penalty: 2537.968994
	Iteration 28Q: 3 clusters Score -144357.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -144375.781250 Penalty: 2537.968994
	Iteration 29Q: 3 clusters Score -144375.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -144391.437500 Penalty: 2537.968994
	Iteration 30Q: 3 clusters Score -144391.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -144405.250000 Penalty: 2537.968994
	Iteration 31Q: 3 clusters Score -144405.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -144419.828125 Penalty: 2537.968994
	Iteration 32Q: 3 clusters Score -144419.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -144431.375000 Penalty: 2537.968994
	Iteration 33Q: 3 clusters Score -144431.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -144447.687500 Penalty: 2537.968994
	Iteration 34Q: 3 clusters Score -144447.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -144461.562500 Penalty: 2537.968994
	Iteration 35Q: 3 clusters Score -144461.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -144466.203125 Penalty: 2537.968994
	Iteration 36Q: 3 clusters Score -144466.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -144466.203125 Penalty: 2537.968994
	Iteration 37F: 3 clusters Score -144466.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Entering Unmasked Estep 
Score: -95694.570312 Penalty: 1213.261963
	Iteration 0F: 2 clusters Score -95694.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -93770.125000 Penalty: 2426.523926
	Iteration 0F: 3 clusters Score -93770.12 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -94257.585938 Penalty: 2426.523926
	Iteration 1F: 3 clusters Score -94257.59 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -94441.804688 Penalty: 2426.523926
	Iteration 2F: 3 clusters Score -94441.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -94616.984375 Penalty: 2426.523926
	Iteration 3F: 3 clusters Score -94616.98 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -94762.593750 Penalty: 2426.523926
	Iteration 4F: 3 clusters Score -94762.59 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -94864.390625 Penalty: 2426.523926
	Iteration 5F: 3 clusters Score -94864.39 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -94921.093750 Penalty: 2426.523926
	Iteration 6Q: 3 clusters Score -94921.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -94961.234375 Penalty: 2426.523926
	Iteration 7Q: 3 clusters Score -94961.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -94993.195312 Penalty: 2426.523926
	Iteration 8Q: 3 clusters Score -94993.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -95010.710938 Penalty: 2426.523926
	Iteration 9Q: 3 clusters Score -95010.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -95031.484375 Penalty: 2426.523926
	Iteration 10Q: 3 clusters Score -95031.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -95061.179688 Penalty: 2426.523926
	Iteration 11Q: 3 clusters Score -95061.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -95079.554688 Penalty: 2426.523926
	Iteration 12Q: 3 clusters Score -95079.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -95093.664062 Penalty: 2426.523926
	Iteration 13Q: 3 clusters Score -95093.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -95104.375000 Penalty: 2426.523926
	Iteration 14Q: 3 clusters Score -95104.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -95106.960938 Penalty: 2426.523926
	Iteration 15Q: 3 clusters Score -95106.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -95109.265625 Penalty: 2426.523926
	Iteration 16Q: 3 clusters Score -95109.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -95117.000000 Penalty: 2426.523926
	Iteration 17Q: 3 clusters Score -95117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -95125.781250 Penalty: 2426.523926
	Iteration 18Q: 3 clusters Score -95125.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -95138.812500 Penalty: 2426.523926
	Iteration 19Q: 3 clusters Score -95138.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -95147.484375 Penalty: 2426.523926
	Iteration 20F: 3 clusters Score -95147.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -95157.210938 Penalty: 2426.523926
	Iteration 21Q: 3 clusters Score -95157.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -95166.257812 Penalty: 2426.523926
	Iteration 22Q: 3 clusters Score -95166.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -95176.578125 Penalty: 2426.523926
	Iteration 23Q: 3 clusters Score -95176.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -95180.460938 Penalty: 2426.523926
	Iteration 24Q: 3 clusters Score -95180.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -95180.914062 Penalty: 2426.523926
	Iteration 25Q: 3 clusters Score -95180.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -95180.914062 Penalty: 2426.523926
	Iteration 26F: 3 clusters Score -95180.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (52892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Entering Unmasked Estep 
Score: -3292199.250000 Penalty: 1767.351196
	Iteration 0F: 2 clusters Score -3292199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -3256822.750000 Penalty: 3534.702393
	Iteration 0F: 3 clusters Score -3256823 nChanged 24867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -3270857.250000 Penalty: 3534.702393
	Iteration 1F: 3 clusters Score -3270857 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -3271362.000000 Penalty: 3534.702393
	Iteration 2Q: 3 clusters Score -3271362 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -3271983.250000 Penalty: 3534.702393
	Iteration 3Q: 3 clusters Score -3271983 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -3272670.500000 Penalty: 3534.702393
	Iteration 4Q: 3 clusters Score -3272670 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -3273622.500000 Penalty: 3534.702393
	Iteration 5Q: 3 clusters Score -3273622 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -3275038.000000 Penalty: 3534.702393
	Iteration 6F: 3 clusters Score -3275038 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -3277083.500000 Penalty: 3534.702393
	Iteration 7F: 3 clusters Score -3277084 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -3279741.750000 Penalty: 3534.702393
	Iteration 8F: 3 clusters Score -3279742 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -3282799.500000 Penalty: 3534.702393
	Iteration 9F: 3 clusters Score -3282800 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 47455 members 
Entering Unmasked Estep 
Score: -3285772.750000 Penalty: 3534.702393
	Iteration 10F: 3 clusters Score -3285773 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -3288062.000000 Penalty: 3534.702393
	Iteration 11Q: 3 clusters Score -3288062 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -3289358.250000 Penalty: 3534.702393
	Iteration 12Q: 3 clusters Score -3289358 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -3290008.750000 Penalty: 3534.702393
	Iteration 13Q: 3 clusters Score -3290009 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -3290308.000000 Penalty: 3534.702393
	Iteration 14Q: 3 clusters Score -3290308 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -3290459.000000 Penalty: 3534.702393
	Iteration 15Q: 3 clusters Score -3290459 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 52651 members 
Entering Unmasked Estep 
Score: -3290540.250000 Penalty: 3534.702393
	Iteration 16Q: 3 clusters Score -3290540 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -3290585.500000 Penalty: 3534.702393
	Iteration 17Q: 3 clusters Score -3290586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -3290602.750000 Penalty: 3534.702393
	Iteration 18Q: 3 clusters Score -3290603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -3290619.250000 Penalty: 3534.702393
	Iteration 19Q: 3 clusters Score -3290619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 52692 members 
Entering Unmasked Estep 
Score: -3290640.750000 Penalty: 3534.702393
	Iteration 20F: 3 clusters Score -3290641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -3290660.250000 Penalty: 3534.702393
	Iteration 21Q: 3 clusters Score -3290660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -3290665.000000 Penalty: 3534.702393
	Iteration 22Q: 3 clusters Score -3290665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -3290673.250000 Penalty: 3534.702393
	Iteration 23Q: 3 clusters Score -3290673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -3290683.500000 Penalty: 3534.702393
	Iteration 24Q: 3 clusters Score -3290684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 52709 members 
Entering Unmasked Estep 
Score: -3290692.250000 Penalty: 3534.702393
	Iteration 25Q: 3 clusters Score -3290692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
Score: -3290696.750000 Penalty: 3534.702393
	Iteration 26Q: 3 clusters Score -3290697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -3290699.750000 Penalty: 3534.702393
	Iteration 27Q: 3 clusters Score -3290700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 52710 members 
Entering Unmasked Estep 
Score: -3290700.500000 Penalty: 3534.702393
	Iteration 28Q: 3 clusters Score -3290700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
Score: -3290701.250000 Penalty: 3534.702393
	Iteration 29Q: 3 clusters Score -3290701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
Score: -3290701.250000 Penalty: 3534.702393
	Iteration 30F: 3 clusters Score -3290701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Entering Unmasked Estep 
Score: -527211.312500 Penalty: 1474.702637
	Iteration 0F: 2 clusters Score -527211.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -520825.687500 Penalty: 2949.405273
	Iteration 0F: 3 clusters Score -520825.7 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -522706.875000 Penalty: 2949.405273
	Iteration 1F: 3 clusters Score -522706.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -522975.156250 Penalty: 2949.405273
	Iteration 2F: 3 clusters Score -522975.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -523243.187500 Penalty: 2949.405273
	Iteration 3F: 3 clusters Score -523243.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -523516.843750 Penalty: 2949.405273
	Iteration 4F: 3 clusters Score -523516.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -523850.593750 Penalty: 2949.405273
	Iteration 5F: 3 clusters Score -523850.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -524278.156250 Penalty: 2949.405273
	Iteration 6F: 3 clusters Score -524278.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -524744.500000 Penalty: 2949.405273
	Iteration 7F: 3 clusters Score -524744.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -525151.187500 Penalty: 2949.405273
	Iteration 8F: 3 clusters Score -525151.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -525464.437500 Penalty: 2949.405273
	Iteration 9Q: 3 clusters Score -525464.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -525666.937500 Penalty: 2949.405273
	Iteration 10Q: 3 clusters Score -525666.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -525807.062500 Penalty: 2949.405273
	Iteration 11Q: 3 clusters Score -525807.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -525897.875000 Penalty: 2949.405273
	Iteration 12Q: 3 clusters Score -525897.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -525957.250000 Penalty: 2949.405273
	Iteration 13Q: 3 clusters Score -525957.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -526020.312500 Penalty: 2949.405273
	Iteration 14Q: 3 clusters Score -526020.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -526052.875000 Penalty: 2949.405273
	Iteration 15Q: 3 clusters Score -526052.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -526074.500000 Penalty: 2949.405273
	Iteration 16Q: 3 clusters Score -526074.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -526095.312500 Penalty: 2949.405273
	Iteration 17Q: 3 clusters Score -526095.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -526113.875000 Penalty: 2949.405273
	Iteration 18Q: 3 clusters Score -526113.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -526129.125000 Penalty: 2949.405273
	Iteration 19Q: 3 clusters Score -526129.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -526143.125000 Penalty: 2949.405273
	Iteration 20F: 3 clusters Score -526143.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -526159.625000 Penalty: 2949.405273
	Iteration 21Q: 3 clusters Score -526159.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -526179.000000 Penalty: 2949.405273
	Iteration 22Q: 3 clusters Score -526179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -526196.125000 Penalty: 2949.405273
	Iteration 23Q: 3 clusters Score -526196.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -526204.937500 Penalty: 2949.405273
	Iteration 24Q: 3 clusters Score -526204.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -526206.312500 Penalty: 2949.405273
	Iteration 25Q: 3 clusters Score -526206.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -526206.312500 Penalty: 2949.405273
	Iteration 26F: 3 clusters Score -526206.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (84753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84753 members 
Entering Unmasked Estep 
Score: -5405611.500000 Penalty: 1843.968140
	Iteration 0F: 2 clusters Score -5405612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -5348764.000000 Penalty: 3687.936279
	Iteration 0F: 3 clusters Score -5348764 nChanged 40388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -5372328.000000 Penalty: 3687.936279
	Iteration 1F: 3 clusters Score -5372328 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -5372988.000000 Penalty: 3687.936279
	Iteration 2Q: 3 clusters Score -5372988 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -5373647.000000 Penalty: 3687.936279
	Iteration 3Q: 3 clusters Score -5373647 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -5374332.000000 Penalty: 3687.936279
	Iteration 4Q: 3 clusters Score -5374332 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -5375127.500000 Penalty: 3687.936279
	Iteration 5Q: 3 clusters Score -5375128 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -5375999.000000 Penalty: 3687.936279
	Iteration 6Q: 3 clusters Score -5375999 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -5377206.500000 Penalty: 3687.936279
	Iteration 7Q: 3 clusters Score -5377206 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52895 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -5378821.500000 Penalty: 3687.936279
	Iteration 8Q: 3 clusters Score -5378822 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56570 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -5381017.500000 Penalty: 3687.936279
	Iteration 9Q: 3 clusters Score -5381018 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61102 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -5384149.000000 Penalty: 3687.936279
	Iteration 10F: 3 clusters Score -5384149 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66298 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -5388370.000000 Penalty: 3687.936279
	Iteration 11F: 3 clusters Score -5388370 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71617 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -5393081.500000 Penalty: 3687.936279
	Iteration 12F: 3 clusters Score -5393082 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76037 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -5397136.000000 Penalty: 3687.936279
	Iteration 13F: 3 clusters Score -5397136 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79206 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -5399918.500000 Penalty: 3687.936279
	Iteration 14Q: 3 clusters Score -5399918 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -5401647.000000 Penalty: 3687.936279
	Iteration 15Q: 3 clusters Score -5401647 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82455 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -5402654.000000 Penalty: 3687.936279
	Iteration 16Q: 3 clusters Score -5402654 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83130 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5403188.000000 Penalty: 3687.936279
	Iteration 17Q: 3 clusters Score -5403188 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83473 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5403514.500000 Penalty: 3687.936279
	Iteration 18Q: 3 clusters Score -5403514 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83667 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5403726.500000 Penalty: 3687.936279
	Iteration 19Q: 3 clusters Score -5403726 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83785 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5403880.000000 Penalty: 3687.936279
	Iteration 20F: 3 clusters Score -5403880 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83865 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5403978.500000 Penalty: 3687.936279
	Iteration 21Q: 3 clusters Score -5403978 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83916 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5404053.000000 Penalty: 3687.936279
	Iteration 22Q: 3 clusters Score -5404053 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83945 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5404080.000000 Penalty: 3687.936279
	Iteration 23Q: 3 clusters Score -5404080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83960 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5404117.000000 Penalty: 3687.936279
	Iteration 24Q: 3 clusters Score -5404117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83965 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5404121.500000 Penalty: 3687.936279
	Iteration 25Q: 3 clusters Score -5404122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83979 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5404139.000000 Penalty: 3687.936279
	Iteration 26Q: 3 clusters Score -5404139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83987 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5404136.500000 Penalty: 3687.936279
	Iteration 27Q: 3 clusters Score -5404136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83995 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5404148.000000 Penalty: 3687.936279
	Iteration 28Q: 3 clusters Score -5404148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83998 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5404153.500000 Penalty: 3687.936279
	Iteration 29Q: 3 clusters Score -5404154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84001 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5404155.000000 Penalty: 3687.936279
	Iteration 30Q: 3 clusters Score -5404155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5404152.000000 Penalty: 3687.936279
	Iteration 31Q: 3 clusters Score -5404152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5404152.000000 Penalty: 3687.936279
	Iteration 32F: 3 clusters Score -5404152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Entering Unmasked Estep 
Score: -692724.562500 Penalty: 1509.141357
	Iteration 0F: 2 clusters Score -692724.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -685046.812500 Penalty: 3018.282715
	Iteration 0F: 3 clusters Score -685046.8 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -687643.625000 Penalty: 3018.282715
	Iteration 1F: 3 clusters Score -687643.6 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -687921.000000 Penalty: 3018.282715
	Iteration 2F: 3 clusters Score -687921 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -688173.687500 Penalty: 3018.282715
	Iteration 3F: 3 clusters Score -688173.7 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -688421.875000 Penalty: 3018.282715
	Iteration 4Q: 3 clusters Score -688421.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -688650.500000 Penalty: 3018.282715
	Iteration 5Q: 3 clusters Score -688650.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -688909.750000 Penalty: 3018.282715
	Iteration 6Q: 3 clusters Score -688909.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -689218.937500 Penalty: 3018.282715
	Iteration 7Q: 3 clusters Score -689218.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -689554.125000 Penalty: 3018.282715
	Iteration 8Q: 3 clusters Score -689554.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -689908.062500 Penalty: 3018.282715
	Iteration 9Q: 3 clusters Score -689908.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -690276.875000 Penalty: 3018.282715
	Iteration 10Q: 3 clusters Score -690276.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -690584.062500 Penalty: 3018.282715
	Iteration 11Q: 3 clusters Score -690584.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -690838.875000 Penalty: 3018.282715
	Iteration 12Q: 3 clusters Score -690838.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -691012.062500 Penalty: 3018.282715
	Iteration 13Q: 3 clusters Score -691012.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -691129.187500 Penalty: 3018.282715
	Iteration 14Q: 3 clusters Score -691129.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -691218.687500 Penalty: 3018.282715
	Iteration 15Q: 3 clusters Score -691218.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -691272.500000 Penalty: 3018.282715
	Iteration 16Q: 3 clusters Score -691272.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -691305.687500 Penalty: 3018.282715
	Iteration 17Q: 3 clusters Score -691305.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -691329.250000 Penalty: 3018.282715
	Iteration 18Q: 3 clusters Score -691329.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -691344.062500 Penalty: 3018.282715
	Iteration 19Q: 3 clusters Score -691344.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -691358.187500 Penalty: 3018.282715
	Iteration 20F: 3 clusters Score -691358.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -691370.625000 Penalty: 3018.282715
	Iteration 21Q: 3 clusters Score -691370.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -691379.500000 Penalty: 3018.282715
	Iteration 22Q: 3 clusters Score -691379.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -691392.125000 Penalty: 3018.282715
	Iteration 23Q: 3 clusters Score -691392.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -691398.500000 Penalty: 3018.282715
	Iteration 24Q: 3 clusters Score -691398.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -691407.000000 Penalty: 3018.282715
	Iteration 25Q: 3 clusters Score -691407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -691417.250000 Penalty: 3018.282715
	Iteration 26Q: 3 clusters Score -691417.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -691422.125000 Penalty: 3018.282715
	Iteration 27Q: 3 clusters Score -691422.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -691427.750000 Penalty: 3018.282715
	Iteration 28Q: 3 clusters Score -691427.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -691432.062500 Penalty: 3018.282715
	Iteration 29Q: 3 clusters Score -691432.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -691437.562500 Penalty: 3018.282715
	Iteration 30Q: 3 clusters Score -691437.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -691438.375000 Penalty: 3018.282715
	Iteration 31Q: 3 clusters Score -691438.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -691443.687500 Penalty: 3018.282715
	Iteration 32Q: 3 clusters Score -691443.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -691446.500000 Penalty: 3018.282715
	Iteration 33Q: 3 clusters Score -691446.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -691450.375000 Penalty: 3018.282715
	Iteration 34Q: 3 clusters Score -691450.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -691451.750000 Penalty: 3018.282715
	Iteration 35Q: 3 clusters Score -691451.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -691452.000000 Penalty: 3018.282715
	Iteration 36Q: 3 clusters Score -691452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -691452.000000 Penalty: 3018.282715
	Iteration 37F: 3 clusters Score -691452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Entering Unmasked Estep 
Score: -172145.093750 Penalty: 1282.826660
	Iteration 0F: 2 clusters Score -172145.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -169634.390625 Penalty: 2565.653320
	Iteration 0F: 3 clusters Score -169634.4 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -170212.703125 Penalty: 2565.653320
	Iteration 1F: 3 clusters Score -170212.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -170329.718750 Penalty: 2565.653320
	Iteration 2F: 3 clusters Score -170329.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -170394.312500 Penalty: 2565.653320
	Iteration 3Q: 3 clusters Score -170394.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -170438.593750 Penalty: 2565.653320
	Iteration 4Q: 3 clusters Score -170438.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -170469.531250 Penalty: 2565.653320
	Iteration 5Q: 3 clusters Score -170469.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -170491.062500 Penalty: 2565.653320
	Iteration 6Q: 3 clusters Score -170491.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -170507.843750 Penalty: 2565.653320
	Iteration 7Q: 3 clusters Score -170507.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -170525.468750 Penalty: 2565.653320
	Iteration 8Q: 3 clusters Score -170525.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -170541.234375 Penalty: 2565.653320
	Iteration 9Q: 3 clusters Score -170541.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -170550.718750 Penalty: 2565.653320
	Iteration 10Q: 3 clusters Score -170550.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -170559.281250 Penalty: 2565.653320
	Iteration 11Q: 3 clusters Score -170559.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -170567.281250 Penalty: 2565.653320
	Iteration 12Q: 3 clusters Score -170567.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -170572.031250 Penalty: 2565.653320
	Iteration 13Q: 3 clusters Score -170572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -170579.921875 Penalty: 2565.653320
	Iteration 14Q: 3 clusters Score -170579.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -170589.328125 Penalty: 2565.653320
	Iteration 15Q: 3 clusters Score -170589.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -170596.734375 Penalty: 2565.653320
	Iteration 16Q: 3 clusters Score -170596.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -170604.484375 Penalty: 2565.653320
	Iteration 17Q: 3 clusters Score -170604.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -170611.718750 Penalty: 2565.653320
	Iteration 18Q: 3 clusters Score -170611.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -170615.390625 Penalty: 2565.653320
	Iteration 19Q: 3 clusters Score -170615.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -170618.968750 Penalty: 2565.653320
	Iteration 20F: 3 clusters Score -170619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -170620.937500 Penalty: 2565.653320
	Iteration 21Q: 3 clusters Score -170620.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -170622.109375 Penalty: 2565.653320
	Iteration 22Q: 3 clusters Score -170622.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -170624.156250 Penalty: 2565.653320
	Iteration 23Q: 3 clusters Score -170624.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -170625.375000 Penalty: 2565.653320
	Iteration 24Q: 3 clusters Score -170625.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -170626.531250 Penalty: 2565.653320
	Iteration 25Q: 3 clusters Score -170626.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -170627.578125 Penalty: 2565.653320
	Iteration 26Q: 3 clusters Score -170627.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -170628.109375 Penalty: 2565.653320
	Iteration 27Q: 3 clusters Score -170628.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -170628.968750 Penalty: 2565.653320
	Iteration 28Q: 3 clusters Score -170629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -170628.968750 Penalty: 2565.653320
	Iteration 29F: 3 clusters Score -170629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Entering Unmasked Estep 
Score: -402077.656250 Penalty: 1433.339722
	Iteration 0F: 2 clusters Score -402077.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -397083.531250 Penalty: 2866.679443
	Iteration 0F: 3 clusters Score -397083.5 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -398722.968750 Penalty: 2866.679443
	Iteration 1F: 3 clusters Score -398723 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -399072.781250 Penalty: 2866.679443
	Iteration 2F: 3 clusters Score -399072.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -399388.875000 Penalty: 2866.679443
	Iteration 3F: 3 clusters Score -399388.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -399699.812500 Penalty: 2866.679443
	Iteration 4F: 3 clusters Score -399699.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -400001.906250 Penalty: 2866.679443
	Iteration 5F: 3 clusters Score -400001.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -400290.531250 Penalty: 2866.679443
	Iteration 6F: 3 clusters Score -400290.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -400519.343750 Penalty: 2866.679443
	Iteration 7F: 3 clusters Score -400519.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -400737.187500 Penalty: 2866.679443
	Iteration 8Q: 3 clusters Score -400737.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -400919.593750 Penalty: 2866.679443
	Iteration 9Q: 3 clusters Score -400919.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -401084.468750 Penalty: 2866.679443
	Iteration 10Q: 3 clusters Score -401084.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -401230.812500 Penalty: 2866.679443
	Iteration 11Q: 3 clusters Score -401230.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -401342.062500 Penalty: 2866.679443
	Iteration 12Q: 3 clusters Score -401342.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -401403.531250 Penalty: 2866.679443
	Iteration 13Q: 3 clusters Score -401403.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -401441.468750 Penalty: 2866.679443
	Iteration 14Q: 3 clusters Score -401441.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -401471.156250 Penalty: 2866.679443
	Iteration 15Q: 3 clusters Score -401471.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -401497.812500 Penalty: 2866.679443
	Iteration 16Q: 3 clusters Score -401497.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -401528.093750 Penalty: 2866.679443
	Iteration 17Q: 3 clusters Score -401528.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -401546.437500 Penalty: 2866.679443
	Iteration 18Q: 3 clusters Score -401546.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -401566.875000 Penalty: 2866.679443
	Iteration 19Q: 3 clusters Score -401566.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -401582.906250 Penalty: 2866.679443
	Iteration 20F: 3 clusters Score -401582.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -401592.437500 Penalty: 2866.679443
	Iteration 21Q: 3 clusters Score -401592.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -401599.968750 Penalty: 2866.679443
	Iteration 22Q: 3 clusters Score -401600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -401604.531250 Penalty: 2866.679443
	Iteration 23Q: 3 clusters Score -401604.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -401609.875000 Penalty: 2866.679443
	Iteration 24Q: 3 clusters Score -401609.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -401610.187500 Penalty: 2866.679443
	Iteration 25Q: 3 clusters Score -401610.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -401610.187500 Penalty: 2866.679443
	Iteration 26F: 3 clusters Score -401610.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Entering Unmasked Estep 
Score: -470976.718750 Penalty: 1459.237061
	Iteration 0F: 2 clusters Score -470976.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -465246.687500 Penalty: 2918.474121
	Iteration 0F: 3 clusters Score -465246.7 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -467159.531250 Penalty: 2918.474121
	Iteration 1F: 3 clusters Score -467159.5 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -467718.937500 Penalty: 2918.474121
	Iteration 2F: 3 clusters Score -467718.9 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -468508.375000 Penalty: 2918.474121
	Iteration 3F: 3 clusters Score -468508.4 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -469218.406250 Penalty: 2918.474121
	Iteration 4F: 3 clusters Score -469218.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -469683.062500 Penalty: 2918.474121
	Iteration 5F: 3 clusters Score -469683.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -469933.093750 Penalty: 2918.474121
	Iteration 6F: 3 clusters Score -469933.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -470096.406250 Penalty: 2918.474121
	Iteration 7Q: 3 clusters Score -470096.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -470213.218750 Penalty: 2918.474121
	Iteration 8Q: 3 clusters Score -470213.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -470294.843750 Penalty: 2918.474121
	Iteration 9Q: 3 clusters Score -470294.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -470368.187500 Penalty: 2918.474121
	Iteration 10Q: 3 clusters Score -470368.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -470440.500000 Penalty: 2918.474121
	Iteration 11Q: 3 clusters Score -470440.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -470489.343750 Penalty: 2918.474121
	Iteration 12Q: 3 clusters Score -470489.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -470521.750000 Penalty: 2918.474121
	Iteration 13Q: 3 clusters Score -470521.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -470542.812500 Penalty: 2918.474121
	Iteration 14Q: 3 clusters Score -470542.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -470560.156250 Penalty: 2918.474121
	Iteration 15Q: 3 clusters Score -470560.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -470571.937500 Penalty: 2918.474121
	Iteration 16Q: 3 clusters Score -470571.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -470580.312500 Penalty: 2918.474121
	Iteration 17Q: 3 clusters Score -470580.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -470589.187500 Penalty: 2918.474121
	Iteration 18Q: 3 clusters Score -470589.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -470599.250000 Penalty: 2918.474121
	Iteration 19Q: 3 clusters Score -470599.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -470605.031250 Penalty: 2918.474121
	Iteration 20F: 3 clusters Score -470605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -470612.031250 Penalty: 2918.474121
	Iteration 21Q: 3 clusters Score -470612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -470617.000000 Penalty: 2918.474121
	Iteration 22Q: 3 clusters Score -470617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -470622.031250 Penalty: 2918.474121
	Iteration 23Q: 3 clusters Score -470622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -470624.187500 Penalty: 2918.474121
	Iteration 24Q: 3 clusters Score -470624.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -470628.375000 Penalty: 2918.474121
	Iteration 25Q: 3 clusters Score -470628.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -470630.687500 Penalty: 2918.474121
	Iteration 26Q: 3 clusters Score -470630.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -470632.187500 Penalty: 2918.474121
	Iteration 27Q: 3 clusters Score -470632.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -470636.093750 Penalty: 2918.474121
	Iteration 28Q: 3 clusters Score -470636.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -470638.250000 Penalty: 2918.474121
	Iteration 29Q: 3 clusters Score -470638.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -470638.562500 Penalty: 2918.474121
	Iteration 30Q: 3 clusters Score -470638.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -470639.968750 Penalty: 2918.474121
	Iteration 31Q: 3 clusters Score -470640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -470640.062500 Penalty: 2918.474121
	Iteration 32Q: 3 clusters Score -470640.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -470639.437500 Penalty: 2918.474121
	Iteration 33Q: 3 clusters Score -470639.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -470639.906250 Penalty: 2918.474121
	Iteration 34Q: 3 clusters Score -470639.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -470640.718750 Penalty: 2918.474121
	Iteration 35Q: 3 clusters Score -470640.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -470640.562500 Penalty: 2918.474121
	Iteration 36Q: 3 clusters Score -470640.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -470641.125000 Penalty: 2918.474121
	Iteration 37Q: 3 clusters Score -470641.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -470639.968750 Penalty: 2918.474121
	Iteration 38Q: 3 clusters Score -470640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -470641.031250 Penalty: 2918.474121
	Iteration 39Q: 3 clusters Score -470641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -470641.031250 Penalty: 2918.474121
	Iteration 40F: 3 clusters Score -470641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Entering Unmasked Estep 
Score: -433772.031250 Penalty: 1425.775635
	Iteration 0F: 2 clusters Score -433772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -428862.843750 Penalty: 2851.551270
	Iteration 0F: 3 clusters Score -428862.8 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -430240.625000 Penalty: 2851.551270
	Iteration 1F: 3 clusters Score -430240.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -430408.781250 Penalty: 2851.551270
	Iteration 2F: 3 clusters Score -430408.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -430518.968750 Penalty: 2851.551270
	Iteration 3Q: 3 clusters Score -430519 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -430615.468750 Penalty: 2851.551270
	Iteration 4Q: 3 clusters Score -430615.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -430704.906250 Penalty: 2851.551270
	Iteration 5Q: 3 clusters Score -430704.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -430792.250000 Penalty: 2851.551270
	Iteration 6Q: 3 clusters Score -430792.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -430859.343750 Penalty: 2851.551270
	Iteration 7Q: 3 clusters Score -430859.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -430931.031250 Penalty: 2851.551270
	Iteration 8Q: 3 clusters Score -430931 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -431013.656250 Penalty: 2851.551270
	Iteration 9Q: 3 clusters Score -431013.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -431109.656250 Penalty: 2851.551270
	Iteration 10Q: 3 clusters Score -431109.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -431256.843750 Penalty: 2851.551270
	Iteration 11Q: 3 clusters Score -431256.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -431425.156250 Penalty: 2851.551270
	Iteration 12Q: 3 clusters Score -431425.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -431613.250000 Penalty: 2851.551270
	Iteration 13Q: 3 clusters Score -431613.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -431808.031250 Penalty: 2851.551270
	Iteration 14Q: 3 clusters Score -431808 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -431992.781250 Penalty: 2851.551270
	Iteration 15Q: 3 clusters Score -431992.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -432138.531250 Penalty: 2851.551270
	Iteration 16Q: 3 clusters Score -432138.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -432245.562500 Penalty: 2851.551270
	Iteration 17Q: 3 clusters Score -432245.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -432318.031250 Penalty: 2851.551270
	Iteration 18Q: 3 clusters Score -432318 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -432370.062500 Penalty: 2851.551270
	Iteration 19Q: 3 clusters Score -432370.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -432413.218750 Penalty: 2851.551270
	Iteration 20F: 3 clusters Score -432413.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -432438.687500 Penalty: 2851.551270
	Iteration 21Q: 3 clusters Score -432438.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -432456.937500 Penalty: 2851.551270
	Iteration 22Q: 3 clusters Score -432456.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -432477.312500 Penalty: 2851.551270
	Iteration 23Q: 3 clusters Score -432477.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -432492.937500 Penalty: 2851.551270
	Iteration 24Q: 3 clusters Score -432492.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -432498.031250 Penalty: 2851.551270
	Iteration 25Q: 3 clusters Score -432498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -432500.562500 Penalty: 2851.551270
	Iteration 26Q: 3 clusters Score -432500.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -432502.781250 Penalty: 2851.551270
	Iteration 27Q: 3 clusters Score -432502.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -432505.250000 Penalty: 2851.551270
	Iteration 28Q: 3 clusters Score -432505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -432506.718750 Penalty: 2851.551270
	Iteration 29Q: 3 clusters Score -432506.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -432507.968750 Penalty: 2851.551270
	Iteration 30Q: 3 clusters Score -432508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -432508.437500 Penalty: 2851.551270
	Iteration 31Q: 3 clusters Score -432508.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -432510.312500 Penalty: 2851.551270
	Iteration 32Q: 3 clusters Score -432510.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -432510.312500 Penalty: 2851.551270
	Iteration 33F: 3 clusters Score -432510.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Entering Unmasked Estep 
Score: -469910.750000 Penalty: 1460.012695
	Iteration 0F: 2 clusters Score -469910.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -464048.906250 Penalty: 2920.025391
	Iteration 0F: 3 clusters Score -464048.9 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -466251.187500 Penalty: 2920.025391
	Iteration 1F: 3 clusters Score -466251.2 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -466804.000000 Penalty: 2920.025391
	Iteration 2F: 3 clusters Score -466804 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -467470.593750 Penalty: 2920.025391
	Iteration 3F: 3 clusters Score -467470.6 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -468170.000000 Penalty: 2920.025391
	Iteration 4F: 3 clusters Score -468170 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -468756.625000 Penalty: 2920.025391
	Iteration 5F: 3 clusters Score -468756.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -469136.281250 Penalty: 2920.025391
	Iteration 6F: 3 clusters Score -469136.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -469382.937500 Penalty: 2920.025391
	Iteration 7Q: 3 clusters Score -469382.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -469516.031250 Penalty: 2920.025391
	Iteration 8Q: 3 clusters Score -469516 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -469584.406250 Penalty: 2920.025391
	Iteration 9Q: 3 clusters Score -469584.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -469631.843750 Penalty: 2920.025391
	Iteration 10Q: 3 clusters Score -469631.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -469671.656250 Penalty: 2920.025391
	Iteration 11Q: 3 clusters Score -469671.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -469711.062500 Penalty: 2920.025391
	Iteration 12Q: 3 clusters Score -469711.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -469738.468750 Penalty: 2920.025391
	Iteration 13Q: 3 clusters Score -469738.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -469753.750000 Penalty: 2920.025391
	Iteration 14Q: 3 clusters Score -469753.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -469766.093750 Penalty: 2920.025391
	Iteration 15Q: 3 clusters Score -469766.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -469775.625000 Penalty: 2920.025391
	Iteration 16Q: 3 clusters Score -469775.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -469783.593750 Penalty: 2920.025391
	Iteration 17Q: 3 clusters Score -469783.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -469789.968750 Penalty: 2920.025391
	Iteration 18Q: 3 clusters Score -469790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -469793.281250 Penalty: 2920.025391
	Iteration 19Q: 3 clusters Score -469793.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -469795.500000 Penalty: 2920.025391
	Iteration 20F: 3 clusters Score -469795.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -469797.500000 Penalty: 2920.025391
	Iteration 21Q: 3 clusters Score -469797.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -469797.687500 Penalty: 2920.025391
	Iteration 22Q: 3 clusters Score -469797.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -469798.000000 Penalty: 2920.025391
	Iteration 23Q: 3 clusters Score -469798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -469797.750000 Penalty: 2920.025391
	Iteration 24Q: 3 clusters Score -469797.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -469797.937500 Penalty: 2920.025391
	Iteration 25Q: 3 clusters Score -469797.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -469799.625000 Penalty: 2920.025391
	Iteration 26Q: 3 clusters Score -469799.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -469799.156250 Penalty: 2920.025391
	Iteration 27Q: 3 clusters Score -469799.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -469799.750000 Penalty: 2920.025391
	Iteration 28Q: 3 clusters Score -469799.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -469799.750000 Penalty: 2920.025391
	Iteration 29F: 3 clusters Score -469799.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Entering Unmasked Estep 
Score: -878558.687500 Penalty: 1559.473267
	Iteration 0F: 2 clusters Score -878558.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -868350.562500 Penalty: 3118.946533
	Iteration 0F: 3 clusters Score -868350.6 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -872202.625000 Penalty: 3118.946533
	Iteration 1F: 3 clusters Score -872202.6 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -872950.562500 Penalty: 3118.946533
	Iteration 2F: 3 clusters Score -872950.6 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -873699.937500 Penalty: 3118.946533
	Iteration 3F: 3 clusters Score -873699.9 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -874408.562500 Penalty: 3118.946533
	Iteration 4F: 3 clusters Score -874408.6 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -875173.562500 Penalty: 3118.946533
	Iteration 5F: 3 clusters Score -875173.6 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -875921.937500 Penalty: 3118.946533
	Iteration 6F: 3 clusters Score -875921.9 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -876468.937500 Penalty: 3118.946533
	Iteration 7Q: 3 clusters Score -876468.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -876883.562500 Penalty: 3118.946533
	Iteration 8Q: 3 clusters Score -876883.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -877255.812500 Penalty: 3118.946533
	Iteration 9Q: 3 clusters Score -877255.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -877536.500000 Penalty: 3118.946533
	Iteration 10Q: 3 clusters Score -877536.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -877691.750000 Penalty: 3118.946533
	Iteration 11Q: 3 clusters Score -877691.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -877781.625000 Penalty: 3118.946533
	Iteration 12Q: 3 clusters Score -877781.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -877835.562500 Penalty: 3118.946533
	Iteration 13Q: 3 clusters Score -877835.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -877888.625000 Penalty: 3118.946533
	Iteration 14Q: 3 clusters Score -877888.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -877933.437500 Penalty: 3118.946533
	Iteration 15Q: 3 clusters Score -877933.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -877971.687500 Penalty: 3118.946533
	Iteration 16Q: 3 clusters Score -877971.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -877989.375000 Penalty: 3118.946533
	Iteration 17Q: 3 clusters Score -877989.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -878002.187500 Penalty: 3118.946533
	Iteration 18Q: 3 clusters Score -878002.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -878015.000000 Penalty: 3118.946533
	Iteration 19Q: 3 clusters Score -878015 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -878028.625000 Penalty: 3118.946533
	Iteration 20F: 3 clusters Score -878028.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -878041.312500 Penalty: 3118.946533
	Iteration 21Q: 3 clusters Score -878041.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -878051.187500 Penalty: 3118.946533
	Iteration 22Q: 3 clusters Score -878051.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -878063.687500 Penalty: 3118.946533
	Iteration 23Q: 3 clusters Score -878063.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -878076.812500 Penalty: 3118.946533
	Iteration 24Q: 3 clusters Score -878076.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -878088.562500 Penalty: 3118.946533
	Iteration 25Q: 3 clusters Score -878088.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -878097.437500 Penalty: 3118.946533
	Iteration 26Q: 3 clusters Score -878097.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -878108.562500 Penalty: 3118.946533
	Iteration 27Q: 3 clusters Score -878108.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -878118.250000 Penalty: 3118.946533
	Iteration 28Q: 3 clusters Score -878118.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -878127.437500 Penalty: 3118.946533
	Iteration 29Q: 3 clusters Score -878127.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -878146.375000 Penalty: 3118.946533
	Iteration 30Q: 3 clusters Score -878146.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -878161.625000 Penalty: 3118.946533
	Iteration 31Q: 3 clusters Score -878161.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -878171.500000 Penalty: 3118.946533
	Iteration 32Q: 3 clusters Score -878171.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -878181.625000 Penalty: 3118.946533
	Iteration 33Q: 3 clusters Score -878181.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -878188.687500 Penalty: 3118.946533
	Iteration 34Q: 3 clusters Score -878188.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -878198.125000 Penalty: 3118.946533
	Iteration 35Q: 3 clusters Score -878198.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -878212.312500 Penalty: 3118.946533
	Iteration 36Q: 3 clusters Score -878212.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -878224.812500 Penalty: 3118.946533
	Iteration 37Q: 3 clusters Score -878224.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -878236.125000 Penalty: 3118.946533
	Iteration 38Q: 3 clusters Score -878236.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -878244.250000 Penalty: 3118.946533
	Iteration 39Q: 3 clusters Score -878244.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -878252.250000 Penalty: 3118.946533
	Iteration 40F: 3 clusters Score -878252.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -878258.562500 Penalty: 3118.946533
	Iteration 41Q: 3 clusters Score -878258.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -878267.937500 Penalty: 3118.946533
	Iteration 42Q: 3 clusters Score -878267.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -878274.562500 Penalty: 3118.946533
	Iteration 43Q: 3 clusters Score -878274.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -878282.875000 Penalty: 3118.946533
	Iteration 44Q: 3 clusters Score -878282.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -878286.687500 Penalty: 3118.946533
	Iteration 45Q: 3 clusters Score -878286.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -878289.687500 Penalty: 3118.946533
	Iteration 46Q: 3 clusters Score -878289.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -878293.187500 Penalty: 3118.946533
	Iteration 47Q: 3 clusters Score -878293.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -878295.562500 Penalty: 3118.946533
	Iteration 48Q: 3 clusters Score -878295.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -878298.500000 Penalty: 3118.946533
	Iteration 49Q: 3 clusters Score -878298.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -878298.250000 Penalty: 3118.946533
	Iteration 50Q: 3 clusters Score -878298.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -878298.250000 Penalty: 3118.946533
	Iteration 51F: 3 clusters Score -878298.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Entering Unmasked Estep 
Score: -278182.343750 Penalty: 1398.850830
	Iteration 0F: 2 clusters Score -278182.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -273901.375000 Penalty: 2797.701660
	Iteration 0F: 3 clusters Score -273901.4 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -275281.750000 Penalty: 2797.701660
	Iteration 1F: 3 clusters Score -275281.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -275587.531250 Penalty: 2797.701660
	Iteration 2F: 3 clusters Score -275587.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -275844.500000 Penalty: 2797.701660
	Iteration 3F: 3 clusters Score -275844.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -276086.531250 Penalty: 2797.701660
	Iteration 4F: 3 clusters Score -276086.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -276306.125000 Penalty: 2797.701660
	Iteration 5F: 3 clusters Score -276306.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -276499.625000 Penalty: 2797.701660
	Iteration 6Q: 3 clusters Score -276499.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -276666.781250 Penalty: 2797.701660
	Iteration 7Q: 3 clusters Score -276666.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -276781.656250 Penalty: 2797.701660
	Iteration 8Q: 3 clusters Score -276781.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -276866.656250 Penalty: 2797.701660
	Iteration 9Q: 3 clusters Score -276866.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -276937.937500 Penalty: 2797.701660
	Iteration 10Q: 3 clusters Score -276937.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -276983.656250 Penalty: 2797.701660
	Iteration 11Q: 3 clusters Score -276983.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -277026.500000 Penalty: 2797.701660
	Iteration 12Q: 3 clusters Score -277026.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -277066.437500 Penalty: 2797.701660
	Iteration 13Q: 3 clusters Score -277066.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -277103.156250 Penalty: 2797.701660
	Iteration 14Q: 3 clusters Score -277103.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -277130.843750 Penalty: 2797.701660
	Iteration 15Q: 3 clusters Score -277130.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -277158.875000 Penalty: 2797.701660
	Iteration 16Q: 3 clusters Score -277158.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -277190.125000 Penalty: 2797.701660
	Iteration 17Q: 3 clusters Score -277190.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -277213.968750 Penalty: 2797.701660
	Iteration 18Q: 3 clusters Score -277214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -277231.687500 Penalty: 2797.701660
	Iteration 19Q: 3 clusters Score -277231.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -277243.218750 Penalty: 2797.701660
	Iteration 20F: 3 clusters Score -277243.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -277257.843750 Penalty: 2797.701660
	Iteration 21Q: 3 clusters Score -277257.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -277275.250000 Penalty: 2797.701660
	Iteration 22Q: 3 clusters Score -277275.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -277286.125000 Penalty: 2797.701660
	Iteration 23Q: 3 clusters Score -277286.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -277296.500000 Penalty: 2797.701660
	Iteration 24Q: 3 clusters Score -277296.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -277303.062500 Penalty: 2797.701660
	Iteration 25Q: 3 clusters Score -277303.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -277308.562500 Penalty: 2797.701660
	Iteration 26Q: 3 clusters Score -277308.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -277314.031250 Penalty: 2797.701660
	Iteration 27Q: 3 clusters Score -277314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -277320.031250 Penalty: 2797.701660
	Iteration 28Q: 3 clusters Score -277320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -277326.343750 Penalty: 2797.701660
	Iteration 29Q: 3 clusters Score -277326.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -277334.281250 Penalty: 2797.701660
	Iteration 30Q: 3 clusters Score -277334.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -277341.468750 Penalty: 2797.701660
	Iteration 31Q: 3 clusters Score -277341.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -277347.062500 Penalty: 2797.701660
	Iteration 32Q: 3 clusters Score -277347.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -277353.843750 Penalty: 2797.701660
	Iteration 33Q: 3 clusters Score -277353.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -277359.593750 Penalty: 2797.701660
	Iteration 34Q: 3 clusters Score -277359.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -277361.187500 Penalty: 2797.701660
	Iteration 35Q: 3 clusters Score -277361.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -277363.656250 Penalty: 2797.701660
	Iteration 36Q: 3 clusters Score -277363.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -277365.750000 Penalty: 2797.701660
	Iteration 37Q: 3 clusters Score -277365.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -277369.531250 Penalty: 2797.701660
	Iteration 38Q: 3 clusters Score -277369.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -277371.593750 Penalty: 2797.701660
	Iteration 39Q: 3 clusters Score -277371.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -277372.125000 Penalty: 2797.701660
	Iteration 40F: 3 clusters Score -277372.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -277372.875000 Penalty: 2797.701660
	Iteration 41Q: 3 clusters Score -277372.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -277373.406250 Penalty: 2797.701660
	Iteration 42Q: 3 clusters Score -277373.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -277373.500000 Penalty: 2797.701660
	Iteration 43Q: 3 clusters Score -277373.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -277374.531250 Penalty: 2797.701660
	Iteration 44Q: 3 clusters Score -277374.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -277375.000000 Penalty: 2797.701660
	Iteration 45Q: 3 clusters Score -277375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -277375.312500 Penalty: 2797.701660
	Iteration 46Q: 3 clusters Score -277375.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -277375.656250 Penalty: 2797.701660
	Iteration 47Q: 3 clusters Score -277375.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -277375.281250 Penalty: 2797.701660
	Iteration 48Q: 3 clusters Score -277375.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -277375.375000 Penalty: 2797.701660
	Iteration 49Q: 3 clusters Score -277375.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -277376.187500 Penalty: 2797.701660
	Iteration 50Q: 3 clusters Score -277376.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -277376.125000 Penalty: 2797.701660
	Iteration 51Q: 3 clusters Score -277376.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -277376.343750 Penalty: 2797.701660
	Iteration 52Q: 3 clusters Score -277376.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -277376.343750 Penalty: 2797.701660
	Iteration 53F: 3 clusters Score -277376.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Entering Unmasked Estep 
Score: -91543.546875 Penalty: 1196.944580
	Iteration 0F: 2 clusters Score -91543.55 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 792 members 
Entering Unmasked Estep 
Score: -89704.765625 Penalty: 2393.889160
	Iteration 0F: 3 clusters Score -89704.77 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -90096.359375 Penalty: 2393.889160
	Iteration 1F: 3 clusters Score -90096.36 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -90233.843750 Penalty: 2393.889160
	Iteration 2F: 3 clusters Score -90233.84 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -90325.242188 Penalty: 2393.889160
	Iteration 3F: 3 clusters Score -90325.24 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -90390.007812 Penalty: 2393.889160
	Iteration 4Q: 3 clusters Score -90390.01 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -90446.859375 Penalty: 2393.889160
	Iteration 5Q: 3 clusters Score -90446.86 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -90517.250000 Penalty: 2393.889160
	Iteration 6Q: 3 clusters Score -90517.25 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -90588.906250 Penalty: 2393.889160
	Iteration 7Q: 3 clusters Score -90588.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -90662.546875 Penalty: 2393.889160
	Iteration 8Q: 3 clusters Score -90662.55 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -90757.640625 Penalty: 2393.889160
	Iteration 9Q: 3 clusters Score -90757.64 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -90845.687500 Penalty: 2393.889160
	Iteration 10Q: 3 clusters Score -90845.69 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -90907.890625 Penalty: 2393.889160
	Iteration 11Q: 3 clusters Score -90907.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -90940.804688 Penalty: 2393.889160
	Iteration 12Q: 3 clusters Score -90940.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -90976.718750 Penalty: 2393.889160
	Iteration 13Q: 3 clusters Score -90976.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -91027.148438 Penalty: 2393.889160
	Iteration 14Q: 3 clusters Score -91027.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -91111.554688 Penalty: 2393.889160
	Iteration 15Q: 3 clusters Score -91111.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -91176.164062 Penalty: 2393.889160
	Iteration 16Q: 3 clusters Score -91176.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -91207.710938 Penalty: 2393.889160
	Iteration 17Q: 3 clusters Score -91207.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -91219.531250 Penalty: 2393.889160
	Iteration 18Q: 3 clusters Score -91219.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -91223.882812 Penalty: 2393.889160
	Iteration 19Q: 3 clusters Score -91223.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -91224.492188 Penalty: 2393.889160
	Iteration 20F: 3 clusters Score -91224.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Entering Unmasked Estep 
Score: -3020002.750000 Penalty: 1755.955933
	Iteration 0F: 2 clusters Score -3020003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -2986977.000000 Penalty: 3511.911865
	Iteration 0F: 3 clusters Score -2986977 nChanged 23187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -3000447.500000 Penalty: 3511.911865
	Iteration 1F: 3 clusters Score -3000448 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -3001265.000000 Penalty: 3511.911865
	Iteration 2Q: 3 clusters Score -3001265 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -3002474.000000 Penalty: 3511.911865
	Iteration 3F: 3 clusters Score -3002474 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -3004445.250000 Penalty: 3511.911865
	Iteration 4F: 3 clusters Score -3004445 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -3007512.250000 Penalty: 3511.911865
	Iteration 5F: 3 clusters Score -3007512 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -3011441.500000 Penalty: 3511.911865
	Iteration 6F: 3 clusters Score -3011442 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -3014994.750000 Penalty: 3511.911865
	Iteration 7F: 3 clusters Score -3014995 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -3017093.750000 Penalty: 3511.911865
	Iteration 8Q: 3 clusters Score -3017094 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -3017868.500000 Penalty: 3511.911865
	Iteration 9Q: 3 clusters Score -3017868 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -3018204.750000 Penalty: 3511.911865
	Iteration 10Q: 3 clusters Score -3018205 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -3018448.000000 Penalty: 3511.911865
	Iteration 11Q: 3 clusters Score -3018448 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -3018603.250000 Penalty: 3511.911865
	Iteration 12Q: 3 clusters Score -3018603 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -3018667.250000 Penalty: 3511.911865
	Iteration 13Q: 3 clusters Score -3018667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -3018726.500000 Penalty: 3511.911865
	Iteration 14Q: 3 clusters Score -3018726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -3018767.750000 Penalty: 3511.911865
	Iteration 15Q: 3 clusters Score -3018768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -3018786.500000 Penalty: 3511.911865
	Iteration 16Q: 3 clusters Score -3018786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -3018798.250000 Penalty: 3511.911865
	Iteration 17Q: 3 clusters Score -3018798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -3018805.000000 Penalty: 3511.911865
	Iteration 18Q: 3 clusters Score -3018805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -3018811.000000 Penalty: 3511.911865
	Iteration 19Q: 3 clusters Score -3018811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -3018872.750000 Penalty: 3511.911865
	Iteration 20F: 3 clusters Score -3018873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -3018927.250000 Penalty: 3511.911865
	Iteration 21Q: 3 clusters Score -3018927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -3018941.750000 Penalty: 3511.911865
	Iteration 22Q: 3 clusters Score -3018942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -3018945.250000 Penalty: 3511.911865
	Iteration 23Q: 3 clusters Score -3018945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -3018949.500000 Penalty: 3511.911865
	Iteration 24Q: 3 clusters Score -3018950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -3018949.000000 Penalty: 3511.911865
	Iteration 25Q: 3 clusters Score -3018949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -3018949.000000 Penalty: 3511.911865
	Iteration 26F: 3 clusters Score -3018949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Entering Unmasked Estep 
Score: -346827.718750 Penalty: 1392.898193
	Iteration 0F: 2 clusters Score -346827.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -342643.625000 Penalty: 2785.796387
	Iteration 0F: 3 clusters Score -342643.6 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -343837.218750 Penalty: 2785.796387
	Iteration 1F: 3 clusters Score -343837.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -344035.500000 Penalty: 2785.796387
	Iteration 2F: 3 clusters Score -344035.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -344169.843750 Penalty: 2785.796387
	Iteration 3F: 3 clusters Score -344169.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -344290.218750 Penalty: 2785.796387
	Iteration 4Q: 3 clusters Score -344290.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -344391.718750 Penalty: 2785.796387
	Iteration 5Q: 3 clusters Score -344391.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -344499.687500 Penalty: 2785.796387
	Iteration 6Q: 3 clusters Score -344499.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -344609.062500 Penalty: 2785.796387
	Iteration 7Q: 3 clusters Score -344609.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -344736.812500 Penalty: 2785.796387
	Iteration 8Q: 3 clusters Score -344736.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -344861.437500 Penalty: 2785.796387
	Iteration 9Q: 3 clusters Score -344861.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -344961.250000 Penalty: 2785.796387
	Iteration 10Q: 3 clusters Score -344961.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -345045.375000 Penalty: 2785.796387
	Iteration 11Q: 3 clusters Score -345045.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -345123.812500 Penalty: 2785.796387
	Iteration 12Q: 3 clusters Score -345123.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -345184.343750 Penalty: 2785.796387
	Iteration 13Q: 3 clusters Score -345184.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -345232.250000 Penalty: 2785.796387
	Iteration 14Q: 3 clusters Score -345232.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -345261.250000 Penalty: 2785.796387
	Iteration 15Q: 3 clusters Score -345261.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -345285.218750 Penalty: 2785.796387
	Iteration 16Q: 3 clusters Score -345285.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -345307.281250 Penalty: 2785.796387
	Iteration 17Q: 3 clusters Score -345307.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -345327.375000 Penalty: 2785.796387
	Iteration 18Q: 3 clusters Score -345327.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -345346.718750 Penalty: 2785.796387
	Iteration 19Q: 3 clusters Score -345346.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -345363.000000 Penalty: 2785.796387
	Iteration 20F: 3 clusters Score -345363 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -345381.656250 Penalty: 2785.796387
	Iteration 21Q: 3 clusters Score -345381.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -345396.500000 Penalty: 2785.796387
	Iteration 22Q: 3 clusters Score -345396.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -345408.406250 Penalty: 2785.796387
	Iteration 23Q: 3 clusters Score -345408.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -345422.125000 Penalty: 2785.796387
	Iteration 24Q: 3 clusters Score -345422.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -345436.812500 Penalty: 2785.796387
	Iteration 25Q: 3 clusters Score -345436.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -345454.812500 Penalty: 2785.796387
	Iteration 26Q: 3 clusters Score -345454.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -345473.562500 Penalty: 2785.796387
	Iteration 27Q: 3 clusters Score -345473.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -345485.781250 Penalty: 2785.796387
	Iteration 28Q: 3 clusters Score -345485.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -345496.062500 Penalty: 2785.796387
	Iteration 29Q: 3 clusters Score -345496.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -345503.968750 Penalty: 2785.796387
	Iteration 30Q: 3 clusters Score -345504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -345508.312500 Penalty: 2785.796387
	Iteration 31Q: 3 clusters Score -345508.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -345512.437500 Penalty: 2785.796387
	Iteration 32Q: 3 clusters Score -345512.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -345516.500000 Penalty: 2785.796387
	Iteration 33Q: 3 clusters Score -345516.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -345522.500000 Penalty: 2785.796387
	Iteration 34Q: 3 clusters Score -345522.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -345527.375000 Penalty: 2785.796387
	Iteration 35Q: 3 clusters Score -345527.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -345533.843750 Penalty: 2785.796387
	Iteration 36Q: 3 clusters Score -345533.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -345541.156250 Penalty: 2785.796387
	Iteration 37Q: 3 clusters Score -345541.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -345546.281250 Penalty: 2785.796387
	Iteration 38Q: 3 clusters Score -345546.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -345546.812500 Penalty: 2785.796387
	Iteration 39Q: 3 clusters Score -345546.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -345548.031250 Penalty: 2785.796387
	Iteration 40F: 3 clusters Score -345548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -345548.437500 Penalty: 2785.796387
	Iteration 41Q: 3 clusters Score -345548.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -345548.625000 Penalty: 2785.796387
	Iteration 42Q: 3 clusters Score -345548.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -345548.656250 Penalty: 2785.796387
	Iteration 43Q: 3 clusters Score -345548.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -345548.656250 Penalty: 2785.796387
	Iteration 44F: 3 clusters Score -345548.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Entering Unmasked Estep 
Score: -506339.093750 Penalty: 1458.601562
	Iteration 0F: 2 clusters Score -506339.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -500469.843750 Penalty: 2917.203125
	Iteration 0F: 3 clusters Score -500469.8 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -502216.468750 Penalty: 2917.203125
	Iteration 1F: 3 clusters Score -502216.5 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -502411.875000 Penalty: 2917.203125
	Iteration 2F: 3 clusters Score -502411.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -502568.843750 Penalty: 2917.203125
	Iteration 3Q: 3 clusters Score -502568.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -502694.375000 Penalty: 2917.203125
	Iteration 4Q: 3 clusters Score -502694.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -502776.906250 Penalty: 2917.203125
	Iteration 5Q: 3 clusters Score -502776.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -502845.687500 Penalty: 2917.203125
	Iteration 6Q: 3 clusters Score -502845.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -502918.000000 Penalty: 2917.203125
	Iteration 7Q: 3 clusters Score -502918 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -502984.781250 Penalty: 2917.203125
	Iteration 8Q: 3 clusters Score -502984.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -503042.687500 Penalty: 2917.203125
	Iteration 9Q: 3 clusters Score -503042.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -503105.875000 Penalty: 2917.203125
	Iteration 10Q: 3 clusters Score -503105.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -503186.187500 Penalty: 2917.203125
	Iteration 11Q: 3 clusters Score -503186.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -503298.312500 Penalty: 2917.203125
	Iteration 12Q: 3 clusters Score -503298.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -503429.406250 Penalty: 2917.203125
	Iteration 13Q: 3 clusters Score -503429.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -503580.750000 Penalty: 2917.203125
	Iteration 14Q: 3 clusters Score -503580.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -503768.687500 Penalty: 2917.203125
	Iteration 15Q: 3 clusters Score -503768.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -503967.375000 Penalty: 2917.203125
	Iteration 16Q: 3 clusters Score -503967.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -504135.843750 Penalty: 2917.203125
	Iteration 17Q: 3 clusters Score -504135.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -504286.625000 Penalty: 2917.203125
	Iteration 18Q: 3 clusters Score -504286.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -504388.750000 Penalty: 2917.203125
	Iteration 19Q: 3 clusters Score -504388.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -504465.312500 Penalty: 2917.203125
	Iteration 20F: 3 clusters Score -504465.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -504524.718750 Penalty: 2917.203125
	Iteration 21Q: 3 clusters Score -504524.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -504576.156250 Penalty: 2917.203125
	Iteration 22Q: 3 clusters Score -504576.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -504628.906250 Penalty: 2917.203125
	Iteration 23Q: 3 clusters Score -504628.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -504666.812500 Penalty: 2917.203125
	Iteration 24Q: 3 clusters Score -504666.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -504711.093750 Penalty: 2917.203125
	Iteration 25Q: 3 clusters Score -504711.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -504744.875000 Penalty: 2917.203125
	Iteration 26Q: 3 clusters Score -504744.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -504771.687500 Penalty: 2917.203125
	Iteration 27Q: 3 clusters Score -504771.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -504791.875000 Penalty: 2917.203125
	Iteration 28Q: 3 clusters Score -504791.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -504812.718750 Penalty: 2917.203125
	Iteration 29Q: 3 clusters Score -504812.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -504836.656250 Penalty: 2917.203125
	Iteration 30Q: 3 clusters Score -504836.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -504855.687500 Penalty: 2917.203125
	Iteration 31Q: 3 clusters Score -504855.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -504873.031250 Penalty: 2917.203125
	Iteration 32Q: 3 clusters Score -504873 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -504887.593750 Penalty: 2917.203125
	Iteration 33Q: 3 clusters Score -504887.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -504901.968750 Penalty: 2917.203125
	Iteration 34Q: 3 clusters Score -504902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -504911.562500 Penalty: 2917.203125
	Iteration 35Q: 3 clusters Score -504911.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -504920.031250 Penalty: 2917.203125
	Iteration 36Q: 3 clusters Score -504920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -504929.656250 Penalty: 2917.203125
	Iteration 37Q: 3 clusters Score -504929.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -504935.218750 Penalty: 2917.203125
	Iteration 38Q: 3 clusters Score -504935.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -504945.187500 Penalty: 2917.203125
	Iteration 39Q: 3 clusters Score -504945.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -504957.906250 Penalty: 2917.203125
	Iteration 40F: 3 clusters Score -504957.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -504966.906250 Penalty: 2917.203125
	Iteration 41Q: 3 clusters Score -504966.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -504973.062500 Penalty: 2917.203125
	Iteration 42Q: 3 clusters Score -504973.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -504980.093750 Penalty: 2917.203125
	Iteration 43Q: 3 clusters Score -504980.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -504985.437500 Penalty: 2917.203125
	Iteration 44Q: 3 clusters Score -504985.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -504987.406250 Penalty: 2917.203125
	Iteration 45Q: 3 clusters Score -504987.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -504992.718750 Penalty: 2917.203125
	Iteration 46Q: 3 clusters Score -504992.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -504993.687500 Penalty: 2917.203125
	Iteration 47Q: 3 clusters Score -504993.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -504996.437500 Penalty: 2917.203125
	Iteration 48Q: 3 clusters Score -504996.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -504998.656250 Penalty: 2917.203125
	Iteration 49Q: 3 clusters Score -504998.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -505003.375000 Penalty: 2917.203125
	Iteration 50Q: 3 clusters Score -505003.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -505009.312500 Penalty: 2917.203125
	Iteration 51Q: 3 clusters Score -505009.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -505017.656250 Penalty: 2917.203125
	Iteration 52Q: 3 clusters Score -505017.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -505025.500000 Penalty: 2917.203125
	Iteration 53Q: 3 clusters Score -505025.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -505031.656250 Penalty: 2917.203125
	Iteration 54Q: 3 clusters Score -505031.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -505035.406250 Penalty: 2917.203125
	Iteration 55Q: 3 clusters Score -505035.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -505038.093750 Penalty: 2917.203125
	Iteration 56Q: 3 clusters Score -505038.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -505040.687500 Penalty: 2917.203125
	Iteration 57Q: 3 clusters Score -505040.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -505042.750000 Penalty: 2917.203125
	Iteration 58Q: 3 clusters Score -505042.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -505044.718750 Penalty: 2917.203125
	Iteration 59Q: 3 clusters Score -505044.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -505045.750000 Penalty: 2917.203125
	Iteration 60F: 3 clusters Score -505045.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -505046.968750 Penalty: 2917.203125
	Iteration 61Q: 3 clusters Score -505047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -505048.187500 Penalty: 2917.203125
	Iteration 62Q: 3 clusters Score -505048.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -505048.531250 Penalty: 2917.203125
	Iteration 63Q: 3 clusters Score -505048.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -505048.687500 Penalty: 2917.203125
	Iteration 64Q: 3 clusters Score -505048.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -505048.875000 Penalty: 2917.203125
	Iteration 65Q: 3 clusters Score -505048.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -505049.750000 Penalty: 2917.203125
	Iteration 66Q: 3 clusters Score -505049.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -505050.562500 Penalty: 2917.203125
	Iteration 67Q: 3 clusters Score -505050.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -505050.562500 Penalty: 2917.203125
	Iteration 68F: 3 clusters Score -505050.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Entering Unmasked Estep 
Score: -271554.593750 Penalty: 1375.606079
	Iteration 0F: 2 clusters Score -271554.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -267694.187500 Penalty: 2751.212158
	Iteration 0F: 3 clusters Score -267694.2 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -268854.343750 Penalty: 2751.212158
	Iteration 1F: 3 clusters Score -268854.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -269073.656250 Penalty: 2751.212158
	Iteration 2F: 3 clusters Score -269073.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -269240.937500 Penalty: 2751.212158
	Iteration 3F: 3 clusters Score -269240.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -269423.906250 Penalty: 2751.212158
	Iteration 4F: 3 clusters Score -269423.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -269662.218750 Penalty: 2751.212158
	Iteration 5F: 3 clusters Score -269662.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -269829.031250 Penalty: 2751.212158
	Iteration 6Q: 3 clusters Score -269829 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -269982.156250 Penalty: 2751.212158
	Iteration 7Q: 3 clusters Score -269982.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -270107.281250 Penalty: 2751.212158
	Iteration 8Q: 3 clusters Score -270107.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -270213.812500 Penalty: 2751.212158
	Iteration 9Q: 3 clusters Score -270213.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -270300.000000 Penalty: 2751.212158
	Iteration 10Q: 3 clusters Score -270300 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -270376.593750 Penalty: 2751.212158
	Iteration 11Q: 3 clusters Score -270376.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -270449.687500 Penalty: 2751.212158
	Iteration 12Q: 3 clusters Score -270449.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -270495.187500 Penalty: 2751.212158
	Iteration 13Q: 3 clusters Score -270495.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -270536.906250 Penalty: 2751.212158
	Iteration 14Q: 3 clusters Score -270536.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -270584.656250 Penalty: 2751.212158
	Iteration 15Q: 3 clusters Score -270584.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -270619.156250 Penalty: 2751.212158
	Iteration 16Q: 3 clusters Score -270619.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -270648.437500 Penalty: 2751.212158
	Iteration 17Q: 3 clusters Score -270648.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -270671.718750 Penalty: 2751.212158
	Iteration 18Q: 3 clusters Score -270671.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -270689.843750 Penalty: 2751.212158
	Iteration 19Q: 3 clusters Score -270689.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -270704.062500 Penalty: 2751.212158
	Iteration 20F: 3 clusters Score -270704.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -270717.000000 Penalty: 2751.212158
	Iteration 21Q: 3 clusters Score -270717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -270730.218750 Penalty: 2751.212158
	Iteration 22Q: 3 clusters Score -270730.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -270738.031250 Penalty: 2751.212158
	Iteration 23Q: 3 clusters Score -270738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -270746.437500 Penalty: 2751.212158
	Iteration 24Q: 3 clusters Score -270746.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -270752.906250 Penalty: 2751.212158
	Iteration 25Q: 3 clusters Score -270752.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -270757.250000 Penalty: 2751.212158
	Iteration 26Q: 3 clusters Score -270757.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -270760.281250 Penalty: 2751.212158
	Iteration 27Q: 3 clusters Score -270760.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -270763.406250 Penalty: 2751.212158
	Iteration 28Q: 3 clusters Score -270763.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -270765.218750 Penalty: 2751.212158
	Iteration 29Q: 3 clusters Score -270765.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -270766.906250 Penalty: 2751.212158
	Iteration 30Q: 3 clusters Score -270766.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -270767.750000 Penalty: 2751.212158
	Iteration 31Q: 3 clusters Score -270767.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -270768.593750 Penalty: 2751.212158
	Iteration 32Q: 3 clusters Score -270768.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -270768.562500 Penalty: 2751.212158
	Iteration 33Q: 3 clusters Score -270768.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -270768.562500 Penalty: 2751.212158
	Iteration 34F: 3 clusters Score -270768.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Entering Unmasked Estep 
Score: -322764.437500 Penalty: 1389.822388
	Iteration 0F: 2 clusters Score -322764.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -318656.250000 Penalty: 2779.644775
	Iteration 0F: 3 clusters Score -318656.2 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -319775.218750 Penalty: 2779.644775
	Iteration 1F: 3 clusters Score -319775.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -319965.062500 Penalty: 2779.644775
	Iteration 2F: 3 clusters Score -319965.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -320114.625000 Penalty: 2779.644775
	Iteration 3F: 3 clusters Score -320114.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -320241.500000 Penalty: 2779.644775
	Iteration 4Q: 3 clusters Score -320241.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -320341.250000 Penalty: 2779.644775
	Iteration 5Q: 3 clusters Score -320341.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -320444.781250 Penalty: 2779.644775
	Iteration 6Q: 3 clusters Score -320444.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -320538.531250 Penalty: 2779.644775
	Iteration 7Q: 3 clusters Score -320538.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -320652.250000 Penalty: 2779.644775
	Iteration 8Q: 3 clusters Score -320652.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -320772.718750 Penalty: 2779.644775
	Iteration 9Q: 3 clusters Score -320772.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -320880.750000 Penalty: 2779.644775
	Iteration 10Q: 3 clusters Score -320880.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -320997.187500 Penalty: 2779.644775
	Iteration 11Q: 3 clusters Score -320997.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -321121.031250 Penalty: 2779.644775
	Iteration 12Q: 3 clusters Score -321121 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -321225.000000 Penalty: 2779.644775
	Iteration 13Q: 3 clusters Score -321225 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -321327.000000 Penalty: 2779.644775
	Iteration 14Q: 3 clusters Score -321327 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -321425.062500 Penalty: 2779.644775
	Iteration 15Q: 3 clusters Score -321425.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -321514.718750 Penalty: 2779.644775
	Iteration 16Q: 3 clusters Score -321514.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -321591.593750 Penalty: 2779.644775
	Iteration 17Q: 3 clusters Score -321591.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -321649.875000 Penalty: 2779.644775
	Iteration 18Q: 3 clusters Score -321649.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -321701.687500 Penalty: 2779.644775
	Iteration 19Q: 3 clusters Score -321701.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -321729.062500 Penalty: 2779.644775
	Iteration 20F: 3 clusters Score -321729.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -321737.750000 Penalty: 2779.644775
	Iteration 21Q: 3 clusters Score -321737.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -321742.562500 Penalty: 2779.644775
	Iteration 22Q: 3 clusters Score -321742.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -321745.031250 Penalty: 2779.644775
	Iteration 23Q: 3 clusters Score -321745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -321748.593750 Penalty: 2779.644775
	Iteration 24Q: 3 clusters Score -321748.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -321752.593750 Penalty: 2779.644775
	Iteration 25Q: 3 clusters Score -321752.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -321758.562500 Penalty: 2779.644775
	Iteration 26Q: 3 clusters Score -321758.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -321761.437500 Penalty: 2779.644775
	Iteration 27Q: 3 clusters Score -321761.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -321763.437500 Penalty: 2779.644775
	Iteration 28Q: 3 clusters Score -321763.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -321766.031250 Penalty: 2779.644775
	Iteration 29Q: 3 clusters Score -321766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -321769.343750 Penalty: 2779.644775
	Iteration 30Q: 3 clusters Score -321769.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -321772.125000 Penalty: 2779.644775
	Iteration 31Q: 3 clusters Score -321772.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -321772.062500 Penalty: 2779.644775
	Iteration 32Q: 3 clusters Score -321772.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -321774.156250 Penalty: 2779.644775
	Iteration 33Q: 3 clusters Score -321774.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -321775.187500 Penalty: 2779.644775
	Iteration 34Q: 3 clusters Score -321775.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -321776.750000 Penalty: 2779.644775
	Iteration 35Q: 3 clusters Score -321776.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -321776.875000 Penalty: 2779.644775
	Iteration 36Q: 3 clusters Score -321776.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -321777.187500 Penalty: 2779.644775
	Iteration 37Q: 3 clusters Score -321777.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -321777.187500 Penalty: 2779.644775
	Iteration 38F: 3 clusters Score -321777.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Entering Unmasked Estep 
Score: -661923.062500 Penalty: 1507.020508
	Iteration 0F: 2 clusters Score -661923.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -654405.437500 Penalty: 3014.041016
	Iteration 0F: 3 clusters Score -654405.4 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -656974.562500 Penalty: 3014.041016
	Iteration 1F: 3 clusters Score -656974.6 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -657311.750000 Penalty: 3014.041016
	Iteration 2F: 3 clusters Score -657311.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -657615.125000 Penalty: 3014.041016
	Iteration 3F: 3 clusters Score -657615.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -657887.750000 Penalty: 3014.041016
	Iteration 4F: 3 clusters Score -657887.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -658201.437500 Penalty: 3014.041016
	Iteration 5Q: 3 clusters Score -658201.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -658526.375000 Penalty: 3014.041016
	Iteration 6Q: 3 clusters Score -658526.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -658799.250000 Penalty: 3014.041016
	Iteration 7Q: 3 clusters Score -658799.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -659064.937500 Penalty: 3014.041016
	Iteration 8Q: 3 clusters Score -659064.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -659312.562500 Penalty: 3014.041016
	Iteration 9Q: 3 clusters Score -659312.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -659559.750000 Penalty: 3014.041016
	Iteration 10Q: 3 clusters Score -659559.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -659759.937500 Penalty: 3014.041016
	Iteration 11Q: 3 clusters Score -659759.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -659884.812500 Penalty: 3014.041016
	Iteration 12Q: 3 clusters Score -659884.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -659991.000000 Penalty: 3014.041016
	Iteration 13Q: 3 clusters Score -659991 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -660083.625000 Penalty: 3014.041016
	Iteration 14Q: 3 clusters Score -660083.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -660143.000000 Penalty: 3014.041016
	Iteration 15Q: 3 clusters Score -660143 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -660187.875000 Penalty: 3014.041016
	Iteration 16Q: 3 clusters Score -660187.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -660222.687500 Penalty: 3014.041016
	Iteration 17Q: 3 clusters Score -660222.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -660244.750000 Penalty: 3014.041016
	Iteration 18Q: 3 clusters Score -660244.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -660265.187500 Penalty: 3014.041016
	Iteration 19Q: 3 clusters Score -660265.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -660286.500000 Penalty: 3014.041016
	Iteration 20F: 3 clusters Score -660286.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -660303.125000 Penalty: 3014.041016
	Iteration 21Q: 3 clusters Score -660303.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -660313.062500 Penalty: 3014.041016
	Iteration 22Q: 3 clusters Score -660313.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -660328.812500 Penalty: 3014.041016
	Iteration 23Q: 3 clusters Score -660328.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -660340.875000 Penalty: 3014.041016
	Iteration 24Q: 3 clusters Score -660340.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -660352.500000 Penalty: 3014.041016
	Iteration 25Q: 3 clusters Score -660352.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -660375.437500 Penalty: 3014.041016
	Iteration 26Q: 3 clusters Score -660375.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -660395.375000 Penalty: 3014.041016
	Iteration 27Q: 3 clusters Score -660395.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -660423.062500 Penalty: 3014.041016
	Iteration 28Q: 3 clusters Score -660423.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -660446.062500 Penalty: 3014.041016
	Iteration 29Q: 3 clusters Score -660446.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -660463.812500 Penalty: 3014.041016
	Iteration 30Q: 3 clusters Score -660463.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -660471.000000 Penalty: 3014.041016
	Iteration 31Q: 3 clusters Score -660471 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -660479.937500 Penalty: 3014.041016
	Iteration 32Q: 3 clusters Score -660479.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -660488.937500 Penalty: 3014.041016
	Iteration 33Q: 3 clusters Score -660488.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -660501.875000 Penalty: 3014.041016
	Iteration 34Q: 3 clusters Score -660501.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -660510.187500 Penalty: 3014.041016
	Iteration 35Q: 3 clusters Score -660510.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -660515.062500 Penalty: 3014.041016
	Iteration 36Q: 3 clusters Score -660515.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -660521.750000 Penalty: 3014.041016
	Iteration 37Q: 3 clusters Score -660521.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -660528.187500 Penalty: 3014.041016
	Iteration 38Q: 3 clusters Score -660528.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -660538.437500 Penalty: 3014.041016
	Iteration 39Q: 3 clusters Score -660538.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -660545.625000 Penalty: 3014.041016
	Iteration 40F: 3 clusters Score -660545.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -660557.437500 Penalty: 3014.041016
	Iteration 41Q: 3 clusters Score -660557.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -660566.875000 Penalty: 3014.041016
	Iteration 42Q: 3 clusters Score -660566.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -660574.625000 Penalty: 3014.041016
	Iteration 43Q: 3 clusters Score -660574.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -660581.562500 Penalty: 3014.041016
	Iteration 44Q: 3 clusters Score -660581.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -660588.625000 Penalty: 3014.041016
	Iteration 45Q: 3 clusters Score -660588.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -660591.437500 Penalty: 3014.041016
	Iteration 46Q: 3 clusters Score -660591.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -660594.562500 Penalty: 3014.041016
	Iteration 47Q: 3 clusters Score -660594.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -660594.875000 Penalty: 3014.041016
	Iteration 48Q: 3 clusters Score -660594.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -660597.875000 Penalty: 3014.041016
	Iteration 49Q: 3 clusters Score -660597.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -660601.125000 Penalty: 3014.041016
	Iteration 50Q: 3 clusters Score -660601.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -660603.062500 Penalty: 3014.041016
	Iteration 51Q: 3 clusters Score -660603.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -660603.750000 Penalty: 3014.041016
	Iteration 52Q: 3 clusters Score -660603.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -660603.750000 Penalty: 3014.041016
	Iteration 53Q: 3 clusters Score -660603.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -660603.312500 Penalty: 3014.041016
	Iteration 54Q: 3 clusters Score -660603.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -660603.312500 Penalty: 3014.041016
	Iteration 55F: 3 clusters Score -660603.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Entering Unmasked Estep 
Score: -70076.226562 Penalty: 1143.231201
	Iteration 0F: 2 clusters Score -70076.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -68561.953125 Penalty: 2286.462402
	Iteration 0F: 3 clusters Score -68561.95 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -68815.679688 Penalty: 2286.462402
	Iteration 1F: 3 clusters Score -68815.68 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -68889.992188 Penalty: 2286.462402
	Iteration 2F: 3 clusters Score -68889.99 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -68926.695312 Penalty: 2286.462402
	Iteration 3Q: 3 clusters Score -68926.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -68941.562500 Penalty: 2286.462402
	Iteration 4Q: 3 clusters Score -68941.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -68951.664062 Penalty: 2286.462402
	Iteration 5Q: 3 clusters Score -68951.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -68963.101562 Penalty: 2286.462402
	Iteration 6Q: 3 clusters Score -68963.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -68977.062500 Penalty: 2286.462402
	Iteration 7Q: 3 clusters Score -68977.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -68989.210938 Penalty: 2286.462402
	Iteration 8Q: 3 clusters Score -68989.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -68999.343750 Penalty: 2286.462402
	Iteration 9Q: 3 clusters Score -68999.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -69006.976562 Penalty: 2286.462402
	Iteration 10Q: 3 clusters Score -69006.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -69012.125000 Penalty: 2286.462402
	Iteration 11Q: 3 clusters Score -69012.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -69020.562500 Penalty: 2286.462402
	Iteration 12Q: 3 clusters Score -69020.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -69025.812500 Penalty: 2286.462402
	Iteration 13Q: 3 clusters Score -69025.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -69034.742188 Penalty: 2286.462402
	Iteration 14Q: 3 clusters Score -69034.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -69039.375000 Penalty: 2286.462402
	Iteration 15Q: 3 clusters Score -69039.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -69046.562500 Penalty: 2286.462402
	Iteration 16Q: 3 clusters Score -69046.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -69050.406250 Penalty: 2286.462402
	Iteration 17Q: 3 clusters Score -69050.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -69051.960938 Penalty: 2286.462402
	Iteration 18Q: 3 clusters Score -69051.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -69053.687500 Penalty: 2286.462402
	Iteration 19Q: 3 clusters Score -69053.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -69056.148438 Penalty: 2286.462402
	Iteration 20F: 3 clusters Score -69056.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -69056.968750 Penalty: 2286.462402
	Iteration 21Q: 3 clusters Score -69056.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -69059.640625 Penalty: 2286.462402
	Iteration 22Q: 3 clusters Score -69059.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -69060.515625 Penalty: 2286.462402
	Iteration 23Q: 3 clusters Score -69060.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -69061.335938 Penalty: 2286.462402
	Iteration 24Q: 3 clusters Score -69061.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -69062.242188 Penalty: 2286.462402
	Iteration 25Q: 3 clusters Score -69062.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -69065.601562 Penalty: 2286.462402
	Iteration 26Q: 3 clusters Score -69065.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -69067.195312 Penalty: 2286.462402
	Iteration 27Q: 3 clusters Score -69067.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -69072.343750 Penalty: 2286.462402
	Iteration 28Q: 3 clusters Score -69072.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -69075.250000 Penalty: 2286.462402
	Iteration 29Q: 3 clusters Score -69075.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -69076.335938 Penalty: 2286.462402
	Iteration 30Q: 3 clusters Score -69076.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -69076.335938 Penalty: 2286.462402
	Iteration 31F: 3 clusters Score -69076.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 12880 members 
Mstep: Class 3 contains 2084 members 
Mstep: Class 4 contains 2463 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 52892 members 
Mstep: Class 7 contains 8735 members 
Mstep: Class 8 contains 84753 members 
Mstep: Class 9 contains 10797 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 6772 members 
Mstep: Class 12 contains 7942 members 
Mstep: Class 13 contains 6464 members 
Mstep: Class 14 contains 7980 members 
Mstep: Class 15 contains 14717 members 
Mstep: Class 16 contains 5477 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49310 members 
Mstep: Class 19 contains 5280 members 
Mstep: Class 20 contains 7911 members 
Mstep: Class 21 contains 4747 members 
Mstep: Class 22 contains 5181 members 
Mstep: Class 23 contains 10657 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342918.000000 Penalty: 49893.730469
Iteration 119Q: 25 clusters Score -2.134292e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 12879 members 
Mstep: Class 3 contains 2085 members 
Mstep: Class 4 contains 2466 members 
Mstep: Class 5 contains 1750 members 
Mstep: Class 6 contains 52909 members 
Mstep: Class 7 contains 8718 members 
Mstep: Class 8 contains 84771 members 
Mstep: Class 9 contains 10802 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 6772 members 
Mstep: Class 12 contains 7941 members 
Mstep: Class 13 contains 6437 members 
Mstep: Class 14 contains 7978 members 
Mstep: Class 15 contains 14722 members 
Mstep: Class 16 contains 5477 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49318 members 
Mstep: Class 19 contains 5275 members 
Mstep: Class 20 contains 7911 members 
Mstep: Class 21 contains 4749 members 
Mstep: Class 22 contains 5179 members 
Mstep: Class 23 contains 10664 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342870.000000 Penalty: 49893.730469
Iteration 120F: 25 clusters Score -2.134287e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 12878 members 
Mstep: Class 3 contains 2087 members 
Mstep: Class 4 contains 2466 members 
Mstep: Class 5 contains 1751 members 
Mstep: Class 6 contains 52925 members 
Mstep: Class 7 contains 8701 members 
Mstep: Class 8 contains 84792 members 
Mstep: Class 9 contains 10801 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 6773 members 
Mstep: Class 12 contains 7939 members 
Mstep: Class 13 contains 6411 members 
Mstep: Class 14 contains 7978 members 
Mstep: Class 15 contains 14731 members 
Mstep: Class 16 contains 5476 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49328 members 
Mstep: Class 19 contains 5266 members 
Mstep: Class 20 contains 7911 members 
Mstep: Class 21 contains 4753 members 
Mstep: Class 22 contains 5179 members 
Mstep: Class 23 contains 10668 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342910.000000 Penalty: 49893.730469
Iteration 121Q: 25 clusters Score -2.134291e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 12876 members 
Mstep: Class 3 contains 2088 members 
Mstep: Class 4 contains 2466 members 
Mstep: Class 5 contains 1752 members 
Mstep: Class 6 contains 52933 members 
Mstep: Class 7 contains 8681 members 
Mstep: Class 8 contains 84808 members 
Mstep: Class 9 contains 10800 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 6774 members 
Mstep: Class 12 contains 7939 members 
Mstep: Class 13 contains 6393 members 
Mstep: Class 14 contains 7979 members 
Mstep: Class 15 contains 14739 members 
Mstep: Class 16 contains 5479 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49343 members 
Mstep: Class 19 contains 5258 members 
Mstep: Class 20 contains 7915 members 
Mstep: Class 21 contains 4755 members 
Mstep: Class 22 contains 5179 members 
Mstep: Class 23 contains 10673 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342928.000000 Penalty: 49893.730469
Iteration 122Q: 25 clusters Score -2.134293e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 12874 members 
Mstep: Class 3 contains 2087 members 
Mstep: Class 4 contains 2467 members 
Mstep: Class 5 contains 1754 members 
Mstep: Class 6 contains 52957 members 
Mstep: Class 7 contains 8661 members 
Mstep: Class 8 contains 84825 members 
Mstep: Class 9 contains 10799 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 6772 members 
Mstep: Class 12 contains 7938 members 
Mstep: Class 13 contains 6378 members 
Mstep: Class 14 contains 7980 members 
Mstep: Class 15 contains 14741 members 
Mstep: Class 16 contains 5483 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49351 members 
Mstep: Class 19 contains 5253 members 
Mstep: Class 20 contains 7922 members 
Mstep: Class 21 contains 4758 members 
Mstep: Class 22 contains 5178 members 
Mstep: Class 23 contains 10677 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342938.000000 Penalty: 49893.730469
Iteration 123Q: 25 clusters Score -2.134294e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 12875 members 
Mstep: Class 3 contains 2085 members 
Mstep: Class 4 contains 2472 members 
Mstep: Class 5 contains 1755 members 
Mstep: Class 6 contains 52994 members 
Mstep: Class 7 contains 8640 members 
Mstep: Class 8 contains 84841 members 
Mstep: Class 9 contains 10799 members 
Mstep: Class 10 contains 2683 members 
Mstep: Class 11 contains 6771 members 
Mstep: Class 12 contains 7939 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 7981 members 
Mstep: Class 15 contains 14745 members 
Mstep: Class 16 contains 5483 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 49355 members 
Mstep: Class 19 contains 5240 members 
Mstep: Class 20 contains 7931 members 
Mstep: Class 21 contains 4756 members 
Mstep: Class 22 contains 5180 members 
Mstep: Class 23 contains 10676 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342910.000000 Penalty: 49893.730469
Iteration 124Q: 25 clusters Score -2.134291e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 12874 members 
Mstep: Class 3 contains 2086 members 
Mstep: Class 4 contains 2474 members 
Mstep: Class 5 contains 1755 members 
Mstep: Class 6 contains 53028 members 
Mstep: Class 7 contains 8616 members 
Mstep: Class 8 contains 84852 members 
Mstep: Class 9 contains 10799 members 
Mstep: Class 10 contains 2684 members 
Mstep: Class 11 contains 6774 members 
Mstep: Class 12 contains 7939 members 
Mstep: Class 13 contains 6350 members 
Mstep: Class 14 contains 7985 members 
Mstep: Class 15 contains 14744 members 
Mstep: Class 16 contains 5481 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 49357 members 
Mstep: Class 19 contains 5230 members 
Mstep: Class 20 contains 7944 members 
Mstep: Class 21 contains 4755 members 
Mstep: Class 22 contains 5181 members 
Mstep: Class 23 contains 10680 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342922.000000 Penalty: 49893.730469
Iteration 125Q: 25 clusters Score -2.134292e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 12873 members 
Mstep: Class 3 contains 2087 members 
Mstep: Class 4 contains 2477 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53062 members 
Mstep: Class 7 contains 8602 members 
Mstep: Class 8 contains 84865 members 
Mstep: Class 9 contains 10800 members 
Mstep: Class 10 contains 2686 members 
Mstep: Class 11 contains 6774 members 
Mstep: Class 12 contains 7938 members 
Mstep: Class 13 contains 6331 members 
Mstep: Class 14 contains 7984 members 
Mstep: Class 15 contains 14746 members 
Mstep: Class 16 contains 5480 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 49366 members 
Mstep: Class 19 contains 5212 members 
Mstep: Class 20 contains 7958 members 
Mstep: Class 21 contains 4753 members 
Mstep: Class 22 contains 5180 members 
Mstep: Class 23 contains 10683 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342974.000000 Penalty: 49893.730469
Iteration 126Q: 25 clusters Score -2.134297e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 12874 members 
Mstep: Class 3 contains 2087 members 
Mstep: Class 4 contains 2486 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53093 members 
Mstep: Class 7 contains 8586 members 
Mstep: Class 8 contains 84870 members 
Mstep: Class 9 contains 10799 members 
Mstep: Class 10 contains 2689 members 
Mstep: Class 11 contains 6771 members 
Mstep: Class 12 contains 7938 members 
Mstep: Class 13 contains 6315 members 
Mstep: Class 14 contains 7984 members 
Mstep: Class 15 contains 14748 members 
Mstep: Class 16 contains 5477 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 49380 members 
Mstep: Class 19 contains 5195 members 
Mstep: Class 20 contains 7985 members 
Mstep: Class 21 contains 4751 members 
Mstep: Class 22 contains 5180 members 
Mstep: Class 23 contains 10682 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343010.000000 Penalty: 49893.730469
Iteration 127Q: 25 clusters Score -2.134301e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 12872 members 
Mstep: Class 3 contains 2087 members 
Mstep: Class 4 contains 2492 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53115 members 
Mstep: Class 7 contains 8578 members 
Mstep: Class 8 contains 84875 members 
Mstep: Class 9 contains 10798 members 
Mstep: Class 10 contains 2691 members 
Mstep: Class 11 contains 6771 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 6303 members 
Mstep: Class 14 contains 7985 members 
Mstep: Class 15 contains 14755 members 
Mstep: Class 16 contains 5475 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 49385 members 
Mstep: Class 19 contains 5185 members 
Mstep: Class 20 contains 8009 members 
Mstep: Class 21 contains 4752 members 
Mstep: Class 22 contains 5178 members 
Mstep: Class 23 contains 10679 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343048.000000 Penalty: 49893.730469
Iteration 128Q: 25 clusters Score -2.134305e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 12872 members 
Mstep: Class 3 contains 2087 members 
Mstep: Class 4 contains 2496 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53136 members 
Mstep: Class 7 contains 8565 members 
Mstep: Class 8 contains 84877 members 
Mstep: Class 9 contains 10798 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 6771 members 
Mstep: Class 12 contains 7934 members 
Mstep: Class 13 contains 6294 members 
Mstep: Class 14 contains 7988 members 
Mstep: Class 15 contains 14764 members 
Mstep: Class 16 contains 5477 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 49396 members 
Mstep: Class 19 contains 5173 members 
Mstep: Class 20 contains 8034 members 
Mstep: Class 21 contains 4748 members 
Mstep: Class 22 contains 5174 members 
Mstep: Class 23 contains 10677 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343048.000000 Penalty: 49893.730469
Iteration 129Q: 25 clusters Score -2.134305e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 12875 members 
Mstep: Class 3 contains 2087 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53147 members 
Mstep: Class 7 contains 8559 members 
Mstep: Class 8 contains 84884 members 
Mstep: Class 9 contains 10798 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 6770 members 
Mstep: Class 12 contains 7932 members 
Mstep: Class 13 contains 6290 members 
Mstep: Class 14 contains 7989 members 
Mstep: Class 15 contains 14769 members 
Mstep: Class 16 contains 5475 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 49405 members 
Mstep: Class 19 contains 5160 members 
Mstep: Class 20 contains 8061 members 
Mstep: Class 21 contains 4745 members 
Mstep: Class 22 contains 5170 members 
Mstep: Class 23 contains 10681 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343070.000000 Penalty: 49893.730469
Iteration 130Q: 25 clusters Score -2.134307e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 12875 members 
Mstep: Class 3 contains 2088 members 
Mstep: Class 4 contains 2510 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53163 members 
Mstep: Class 7 contains 8551 members 
Mstep: Class 8 contains 84888 members 
Mstep: Class 9 contains 10797 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 6771 members 
Mstep: Class 12 contains 7932 members 
Mstep: Class 13 contains 6282 members 
Mstep: Class 14 contains 7989 members 
Mstep: Class 15 contains 14774 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49415 members 
Mstep: Class 19 contains 5148 members 
Mstep: Class 20 contains 8086 members 
Mstep: Class 21 contains 4744 members 
Mstep: Class 22 contains 5173 members 
Mstep: Class 23 contains 10682 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343068.000000 Penalty: 49893.730469
Iteration 131Q: 25 clusters Score -2.134307e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 12875 members 
Mstep: Class 3 contains 2090 members 
Mstep: Class 4 contains 2515 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53187 members 
Mstep: Class 7 contains 8542 members 
Mstep: Class 8 contains 84891 members 
Mstep: Class 9 contains 10797 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 6771 members 
Mstep: Class 12 contains 7931 members 
Mstep: Class 13 contains 6270 members 
Mstep: Class 14 contains 7989 members 
Mstep: Class 15 contains 14780 members 
Mstep: Class 16 contains 5471 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49422 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 8104 members 
Mstep: Class 21 contains 4744 members 
Mstep: Class 22 contains 5170 members 
Mstep: Class 23 contains 10685 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343042.000000 Penalty: 49893.730469
Iteration 132Q: 25 clusters Score -2.134304e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 12876 members 
Mstep: Class 3 contains 2092 members 
Mstep: Class 4 contains 2523 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53202 members 
Mstep: Class 7 contains 8539 members 
Mstep: Class 8 contains 84901 members 
Mstep: Class 9 contains 10797 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 6771 members 
Mstep: Class 12 contains 7931 members 
Mstep: Class 13 contains 6259 members 
Mstep: Class 14 contains 7990 members 
Mstep: Class 15 contains 14787 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49425 members 
Mstep: Class 19 contains 5130 members 
Mstep: Class 20 contains 8120 members 
Mstep: Class 21 contains 4743 members 
Mstep: Class 22 contains 5164 members 
Mstep: Class 23 contains 10687 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343044.000000 Penalty: 49893.730469
Iteration 133Q: 25 clusters Score -2.134304e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 12877 members 
Mstep: Class 3 contains 2094 members 
Mstep: Class 4 contains 2525 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53220 members 
Mstep: Class 7 contains 8528 members 
Mstep: Class 8 contains 84905 members 
Mstep: Class 9 contains 10798 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 6771 members 
Mstep: Class 12 contains 7931 members 
Mstep: Class 13 contains 6253 members 
Mstep: Class 14 contains 7990 members 
Mstep: Class 15 contains 14789 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49433 members 
Mstep: Class 19 contains 5126 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 4746 members 
Mstep: Class 22 contains 5159 members 
Mstep: Class 23 contains 10690 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343088.000000 Penalty: 49893.730469
Iteration 134Q: 25 clusters Score -2.134309e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 12878 members 
Mstep: Class 3 contains 2094 members 
Mstep: Class 4 contains 2531 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53241 members 
Mstep: Class 7 contains 8521 members 
Mstep: Class 8 contains 84910 members 
Mstep: Class 9 contains 10797 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 6771 members 
Mstep: Class 12 contains 7931 members 
Mstep: Class 13 contains 6248 members 
Mstep: Class 14 contains 7990 members 
Mstep: Class 15 contains 14786 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49436 members 
Mstep: Class 19 contains 5121 members 
Mstep: Class 20 contains 8163 members 
Mstep: Class 21 contains 4743 members 
Mstep: Class 22 contains 5152 members 
Mstep: Class 23 contains 10695 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343122.000000 Penalty: 49893.730469
Iteration 135Q: 25 clusters Score -2.134312e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 12879 members 
Mstep: Class 3 contains 2094 members 
Mstep: Class 4 contains 2534 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53256 members 
Mstep: Class 7 contains 8517 members 
Mstep: Class 8 contains 84913 members 
Mstep: Class 9 contains 10796 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 6771 members 
Mstep: Class 12 contains 7932 members 
Mstep: Class 13 contains 6239 members 
Mstep: Class 14 contains 7991 members 
Mstep: Class 15 contains 14787 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49443 members 
Mstep: Class 19 contains 5111 members 
Mstep: Class 20 contains 8184 members 
Mstep: Class 21 contains 4739 members 
Mstep: Class 22 contains 5148 members 
Mstep: Class 23 contains 10702 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343120.000000 Penalty: 49893.730469
Iteration 136Q: 25 clusters Score -2.134312e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 12877 members 
Mstep: Class 3 contains 2094 members 
Mstep: Class 4 contains 2537 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53265 members 
Mstep: Class 7 contains 8512 members 
Mstep: Class 8 contains 84921 members 
Mstep: Class 9 contains 10796 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 6771 members 
Mstep: Class 12 contains 7930 members 
Mstep: Class 13 contains 6230 members 
Mstep: Class 14 contains 7991 members 
Mstep: Class 15 contains 14788 members 
Mstep: Class 16 contains 5467 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49449 members 
Mstep: Class 19 contains 5106 members 
Mstep: Class 20 contains 8209 members 
Mstep: Class 21 contains 4735 members 
Mstep: Class 22 contains 5142 members 
Mstep: Class 23 contains 10710 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343114.000000 Penalty: 49893.730469
Iteration 137Q: 25 clusters Score -2.134311e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 12876 members 
Mstep: Class 3 contains 2094 members 
Mstep: Class 4 contains 2546 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53277 members 
Mstep: Class 7 contains 8514 members 
Mstep: Class 8 contains 84924 members 
Mstep: Class 9 contains 10796 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 6771 members 
Mstep: Class 12 contains 7928 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 7990 members 
Mstep: Class 15 contains 14787 members 
Mstep: Class 16 contains 5464 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49456 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 8222 members 
Mstep: Class 21 contains 4731 members 
Mstep: Class 22 contains 5137 members 
Mstep: Class 23 contains 10717 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343120.000000 Penalty: 49893.730469
Iteration 138Q: 25 clusters Score -2.134312e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 12876 members 
Mstep: Class 3 contains 2094 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53298 members 
Mstep: Class 7 contains 8509 members 
Mstep: Class 8 contains 84929 members 
Mstep: Class 9 contains 10796 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 6771 members 
Mstep: Class 12 contains 7927 members 
Mstep: Class 13 contains 6199 members 
Mstep: Class 14 contains 7989 members 
Mstep: Class 15 contains 14784 members 
Mstep: Class 16 contains 5464 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 49464 members 
Mstep: Class 19 contains 5091 members 
Mstep: Class 20 contains 8235 members 
Mstep: Class 21 contains 4728 members 
Mstep: Class 22 contains 5135 members 
Mstep: Class 23 contains 10719 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343132.000000 Penalty: 49893.730469
Iteration 139Q: 25 clusters Score -2.134313e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 12877 members 
Mstep: Class 3 contains 2093 members 
Mstep: Class 4 contains 2556 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53312 members 
Mstep: Class 7 contains 8502 members 
Mstep: Class 8 contains 84935 members 
Mstep: Class 9 contains 10797 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 6771 members 
Mstep: Class 12 contains 7927 members 
Mstep: Class 13 contains 6196 members 
Mstep: Class 14 contains 7989 members 
Mstep: Class 15 contains 14781 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 49464 members 
Mstep: Class 19 contains 5085 members 
Mstep: Class 20 contains 8252 members 
Mstep: Class 21 contains 4725 members 
Mstep: Class 22 contains 5141 members 
Mstep: Class 23 contains 10724 members 
Mstep: Class 24 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343118.000000 Penalty: 49893.730469
Iteration 140F: 25 clusters Score -2.134312e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 12877 members 
Mstep: Class 3 contains 2091 members 
Mstep: Class 4 contains 2560 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53327 members 
Mstep: Class 7 contains 8491 members 
Mstep: Class 8 contains 84939 members 
Mstep: Class 9 contains 10797 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 6771 members 
Mstep: Class 12 contains 7927 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 7990 members 
Mstep: Class 15 contains 14782 members 
Mstep: Class 16 contains 5461 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49469 members 
Mstep: Class 19 contains 5083 members 
Mstep: Class 20 contains 8267 members 
Mstep: Class 21 contains 4722 members 
Mstep: Class 22 contains 5139 members 
Mstep: Class 23 contains 10730 members 
Mstep: Class 24 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343218.000000 Penalty: 49893.730469
Iteration 141Q: 25 clusters Score -2.134322e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 12877 members 
Mstep: Class 3 contains 2093 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53348 members 
Mstep: Class 7 contains 8471 members 
Mstep: Class 8 contains 84941 members 
Mstep: Class 9 contains 10797 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 6772 members 
Mstep: Class 12 contains 7928 members 
Mstep: Class 13 contains 6182 members 
Mstep: Class 14 contains 7990 members 
Mstep: Class 15 contains 14784 members 
Mstep: Class 16 contains 5460 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49468 members 
Mstep: Class 19 contains 5078 members 
Mstep: Class 20 contains 8289 members 
Mstep: Class 21 contains 4722 members 
Mstep: Class 22 contains 5135 members 
Mstep: Class 23 contains 10737 members 
Mstep: Class 24 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343220.000000 Penalty: 49893.730469
Iteration 142Q: 25 clusters Score -2.134322e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 12877 members 
Mstep: Class 3 contains 2094 members 
Mstep: Class 4 contains 2565 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53363 members 
Mstep: Class 7 contains 8455 members 
Mstep: Class 8 contains 84943 members 
Mstep: Class 9 contains 10797 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 6772 members 
Mstep: Class 12 contains 7928 members 
Mstep: Class 13 contains 6178 members 
Mstep: Class 14 contains 7990 members 
Mstep: Class 15 contains 14785 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49472 members 
Mstep: Class 19 contains 5074 members 
Mstep: Class 20 contains 8320 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5128 members 
Mstep: Class 23 contains 10744 members 
Mstep: Class 24 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343228.000000 Penalty: 49893.730469
Iteration 143Q: 25 clusters Score -2.134323e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 12877 members 
Mstep: Class 3 contains 2094 members 
Mstep: Class 4 contains 2566 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53380 members 
Mstep: Class 7 contains 8446 members 
Mstep: Class 8 contains 84947 members 
Mstep: Class 9 contains 10797 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 6772 members 
Mstep: Class 12 contains 7927 members 
Mstep: Class 13 contains 6169 members 
Mstep: Class 14 contains 7990 members 
Mstep: Class 15 contains 14785 members 
Mstep: Class 16 contains 5460 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 49476 members 
Mstep: Class 19 contains 5066 members 
Mstep: Class 20 contains 8353 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 5130 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343204.000000 Penalty: 49893.730469
Iteration 144Q: 25 clusters Score -2.13432e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 12877 members 
Mstep: Class 3 contains 2092 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53385 members 
Mstep: Class 7 contains 8449 members 
Mstep: Class 8 contains 84952 members 
Mstep: Class 9 contains 10797 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 6772 members 
Mstep: Class 12 contains 7928 members 
Mstep: Class 13 contains 6164 members 
Mstep: Class 14 contains 7990 members 
Mstep: Class 15 contains 14788 members 
Mstep: Class 16 contains 5459 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 49482 members 
Mstep: Class 19 contains 5055 members 
Mstep: Class 20 contains 8385 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 5132 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343206.000000 Penalty: 49893.730469
Iteration 145Q: 25 clusters Score -2.134321e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 12879 members 
Mstep: Class 3 contains 2091 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53393 members 
Mstep: Class 7 contains 8445 members 
Mstep: Class 8 contains 84952 members 
Mstep: Class 9 contains 10797 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 6772 members 
Mstep: Class 12 contains 7928 members 
Mstep: Class 13 contains 6162 members 
Mstep: Class 14 contains 7991 members 
Mstep: Class 15 contains 14787 members 
Mstep: Class 16 contains 5457 members 
Mstep: Class 17 contains 1585 members 
Mstep: Class 18 contains 49485 members 
Mstep: Class 19 contains 5046 members 
Mstep: Class 20 contains 8427 members 
Mstep: Class 21 contains 4702 members 
Mstep: Class 22 contains 5128 members 
Mstep: Class 23 contains 10758 members 
Mstep: Class 24 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343228.000000 Penalty: 49893.730469
Iteration 146Q: 25 clusters Score -2.134323e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 12881 members 
Mstep: Class 3 contains 2090 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53410 members 
Mstep: Class 7 contains 8441 members 
Mstep: Class 8 contains 84958 members 
Mstep: Class 9 contains 10797 members 
Mstep: Class 10 contains 2692 members 
Mstep: Class 11 contains 6772 members 
Mstep: Class 12 contains 7929 members 
Mstep: Class 13 contains 6159 members 
Mstep: Class 14 contains 7992 members 
Mstep: Class 15 contains 14787 members 
Mstep: Class 16 contains 5454 members 
Mstep: Class 17 contains 1585 members 
Mstep: Class 18 contains 49487 members 
Mstep: Class 19 contains 5035 members 
Mstep: Class 20 contains 8460 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 5119 members 
Mstep: Class 23 contains 10777 members 
Mstep: Class 24 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343160.000000 Penalty: 49893.730469
Iteration 147Q: 25 clusters Score -2.134316e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 12883 members 
Mstep: Class 3 contains 2090 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53420 members 
Mstep: Class 7 contains 8436 members 
Mstep: Class 8 contains 84964 members 
Mstep: Class 9 contains 10797 members 
Mstep: Class 10 contains 2692 members 
Mstep: Class 11 contains 6772 members 
Mstep: Class 12 contains 7932 members 
Mstep: Class 13 contains 6149 members 
Mstep: Class 14 contains 7993 members 
Mstep: Class 15 contains 14785 members 
Mstep: Class 16 contains 5451 members 
Mstep: Class 17 contains 1585 members 
Mstep: Class 18 contains 49490 members 
Mstep: Class 19 contains 5030 members 
Mstep: Class 20 contains 8511 members 
Mstep: Class 21 contains 4702 members 
Mstep: Class 22 contains 5115 members 
Mstep: Class 23 contains 10788 members 
Mstep: Class 24 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343158.000000 Penalty: 49893.730469
Iteration 148Q: 25 clusters Score -2.134316e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 12885 members 
Mstep: Class 3 contains 2092 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53422 members 
Mstep: Class 7 contains 8432 members 
Mstep: Class 8 contains 84961 members 
Mstep: Class 9 contains 10797 members 
Mstep: Class 10 contains 2692 members 
Mstep: Class 11 contains 6772 members 
Mstep: Class 12 contains 7931 members 
Mstep: Class 13 contains 6143 members 
Mstep: Class 14 contains 7995 members 
Mstep: Class 15 contains 14790 members 
Mstep: Class 16 contains 5450 members 
Mstep: Class 17 contains 1585 members 
Mstep: Class 18 contains 49496 members 
Mstep: Class 19 contains 5025 members 
Mstep: Class 20 contains 8559 members 
Mstep: Class 21 contains 4703 members 
Mstep: Class 22 contains 5106 members 
Mstep: Class 23 contains 10796 members 
Mstep: Class 24 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343208.000000 Penalty: 49893.730469
Iteration 149Q: 25 clusters Score -2.134321e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 12884 members 
Mstep: Class 3 contains 2093 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53424 members 
Mstep: Class 7 contains 8430 members 
Mstep: Class 8 contains 84960 members 
Mstep: Class 9 contains 10797 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 6772 members 
Mstep: Class 12 contains 7930 members 
Mstep: Class 13 contains 6129 members 
Mstep: Class 14 contains 7995 members 
Mstep: Class 15 contains 14792 members 
Mstep: Class 16 contains 5449 members 
Mstep: Class 17 contains 1585 members 
Mstep: Class 18 contains 49502 members 
Mstep: Class 19 contains 5023 members 
Mstep: Class 20 contains 8619 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 5099 members 
Mstep: Class 23 contains 10799 members 
Mstep: Class 24 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343198.000000 Penalty: 49893.730469
Iteration 150Q: 25 clusters Score -2.13432e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 12884 members 
Mstep: Class 3 contains 2093 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53430 members 
Mstep: Class 7 contains 8426 members 
Mstep: Class 8 contains 84963 members 
Mstep: Class 9 contains 10797 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 6772 members 
Mstep: Class 12 contains 7929 members 
Mstep: Class 13 contains 6122 members 
Mstep: Class 14 contains 7995 members 
Mstep: Class 15 contains 14786 members 
Mstep: Class 16 contains 5449 members 
Mstep: Class 17 contains 1585 members 
Mstep: Class 18 contains 49505 members 
Mstep: Class 19 contains 5020 members 
Mstep: Class 20 contains 8682 members 
Mstep: Class 21 contains 4700 members 
Mstep: Class 22 contains 5096 members 
Mstep: Class 23 contains 10806 members 
Mstep: Class 24 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343226.000000 Penalty: 49893.730469
Iteration 151Q: 25 clusters Score -2.134323e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 12884 members 
Mstep: Class 3 contains 2093 members 
Mstep: Class 4 contains 2578 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53428 members 
Mstep: Class 7 contains 8424 members 
Mstep: Class 8 contains 84966 members 
Mstep: Class 9 contains 10797 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 6772 members 
Mstep: Class 12 contains 7930 members 
Mstep: Class 13 contains 6118 members 
Mstep: Class 14 contains 7995 members 
Mstep: Class 15 contains 14779 members 
Mstep: Class 16 contains 5448 members 
Mstep: Class 17 contains 1585 members 
Mstep: Class 18 contains 49511 members 
Mstep: Class 19 contains 5018 members 
Mstep: Class 20 contains 8763 members 
Mstep: Class 21 contains 4701 members 
Mstep: Class 22 contains 5094 members 
Mstep: Class 23 contains 10816 members 
Mstep: Class 24 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343258.000000 Penalty: 49893.730469
Iteration 152Q: 25 clusters Score -2.134326e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 12880 members 
Mstep: Class 3 contains 2093 members 
Mstep: Class 4 contains 2581 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53437 members 
Mstep: Class 7 contains 8420 members 
Mstep: Class 8 contains 84972 members 
Mstep: Class 9 contains 10795 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 6773 members 
Mstep: Class 12 contains 7930 members 
Mstep: Class 13 contains 6116 members 
Mstep: Class 14 contains 7996 members 
Mstep: Class 15 contains 14784 members 
Mstep: Class 16 contains 5448 members 
Mstep: Class 17 contains 1585 members 
Mstep: Class 18 contains 49508 members 
Mstep: Class 19 contains 5017 members 
Mstep: Class 20 contains 8836 members 
Mstep: Class 21 contains 4699 members 
Mstep: Class 22 contains 5092 members 
Mstep: Class 23 contains 10821 members 
Mstep: Class 24 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343250.000000 Penalty: 49893.730469
Iteration 153Q: 25 clusters Score -2.134325e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 12877 members 
Mstep: Class 3 contains 2093 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53446 members 
Mstep: Class 7 contains 8413 members 
Mstep: Class 8 contains 84977 members 
Mstep: Class 9 contains 10793 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 6775 members 
Mstep: Class 12 contains 7929 members 
Mstep: Class 13 contains 6110 members 
Mstep: Class 14 contains 7996 members 
Mstep: Class 15 contains 14780 members 
Mstep: Class 16 contains 5446 members 
Mstep: Class 17 contains 1586 members 
Mstep: Class 18 contains 49512 members 
Mstep: Class 19 contains 5018 members 
Mstep: Class 20 contains 8927 members 
Mstep: Class 21 contains 4700 members 
Mstep: Class 22 contains 5091 members 
Mstep: Class 23 contains 10820 members 
Mstep: Class 24 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343302.000000 Penalty: 49893.730469
Iteration 154Q: 25 clusters Score -2.13433e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 12877 members 
Mstep: Class 3 contains 2091 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53451 members 
Mstep: Class 7 contains 8415 members 
Mstep: Class 8 contains 84974 members 
Mstep: Class 9 contains 10793 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 6778 members 
Mstep: Class 12 contains 7929 members 
Mstep: Class 13 contains 6099 members 
Mstep: Class 14 contains 7997 members 
Mstep: Class 15 contains 14782 members 
Mstep: Class 16 contains 5447 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 49514 members 
Mstep: Class 19 contains 5017 members 
Mstep: Class 20 contains 9025 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 5091 members 
Mstep: Class 23 contains 10807 members 
Mstep: Class 24 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343368.000000 Penalty: 49893.730469
Iteration 155Q: 25 clusters Score -2.134337e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 12877 members 
Mstep: Class 3 contains 2090 members 
Mstep: Class 4 contains 2585 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53447 members 
Mstep: Class 7 contains 8413 members 
Mstep: Class 8 contains 84969 members 
Mstep: Class 9 contains 10793 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 6780 members 
Mstep: Class 12 contains 7930 members 
Mstep: Class 13 contains 6093 members 
Mstep: Class 14 contains 7997 members 
Mstep: Class 15 contains 14783 members 
Mstep: Class 16 contains 5443 members 
Mstep: Class 17 contains 1589 members 
Mstep: Class 18 contains 49520 members 
Mstep: Class 19 contains 5017 members 
Mstep: Class 20 contains 9120 members 
Mstep: Class 21 contains 4710 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 1138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343308.000000 Penalty: 49893.730469
Iteration 156Q: 25 clusters Score -2.134331e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 12878 members 
Mstep: Class 3 contains 2090 members 
Mstep: Class 4 contains 2587 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53448 members 
Mstep: Class 7 contains 8410 members 
Mstep: Class 8 contains 84962 members 
Mstep: Class 9 contains 10792 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 6781 members 
Mstep: Class 12 contains 7931 members 
Mstep: Class 13 contains 6078 members 
Mstep: Class 14 contains 7997 members 
Mstep: Class 15 contains 14792 members 
Mstep: Class 16 contains 5439 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 49527 members 
Mstep: Class 19 contains 5016 members 
Mstep: Class 20 contains 9215 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 5078 members 
Mstep: Class 23 contains 10814 members 
Mstep: Class 24 contains 1138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343392.000000 Penalty: 49893.730469
Iteration 157Q: 25 clusters Score -2.134339e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 12878 members 
Mstep: Class 3 contains 2090 members 
Mstep: Class 4 contains 2587 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53455 members 
Mstep: Class 7 contains 8406 members 
Mstep: Class 8 contains 84949 members 
Mstep: Class 9 contains 10793 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 6781 members 
Mstep: Class 12 contains 7932 members 
Mstep: Class 13 contains 6071 members 
Mstep: Class 14 contains 7997 members 
Mstep: Class 15 contains 14803 members 
Mstep: Class 16 contains 5440 members 
Mstep: Class 17 contains 1587 members 
Mstep: Class 18 contains 49534 members 
Mstep: Class 19 contains 5013 members 
Mstep: Class 20 contains 9314 members 
Mstep: Class 21 contains 4716 members 
Mstep: Class 22 contains 5073 members 
Mstep: Class 23 contains 10815 members 
Mstep: Class 24 contains 1138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343454.000000 Penalty: 49893.730469
Iteration 158Q: 25 clusters Score -2.134345e+07 nChanged 228
Entering ConstructFrom: 
Score: -21343454.000000 Penalty: 49893.730469
Entering ConstructFrom: 
Trying to split cluster 1 (43845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Entering Unmasked Estep 
Score: -2705771.000000 Penalty: 1736.867554
	Iteration 0F: 2 clusters Score -2705771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2676471.750000 Penalty: 3473.735107
	Iteration 0F: 3 clusters Score -2676472 nChanged 20670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -2687962.000000 Penalty: 3473.735107
	Iteration 1F: 3 clusters Score -2687962 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -2688452.500000 Penalty: 3473.735107
	Iteration 2Q: 3 clusters Score -2688452 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -2688939.500000 Penalty: 3473.735107
	Iteration 3Q: 3 clusters Score -2688940 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -2689461.000000 Penalty: 3473.735107
	Iteration 4Q: 3 clusters Score -2689461 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -2689990.500000 Penalty: 3473.735107
	Iteration 5Q: 3 clusters Score -2689990 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -2690670.000000 Penalty: 3473.735107
	Iteration 6Q: 3 clusters Score -2690670 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -2691446.000000 Penalty: 3473.735107
	Iteration 7Q: 3 clusters Score -2691446 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -2692399.750000 Penalty: 3473.735107
	Iteration 8Q: 3 clusters Score -2692400 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -2693669.750000 Penalty: 3473.735107
	Iteration 9Q: 3 clusters Score -2693670 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -2695082.000000 Penalty: 3473.735107
	Iteration 10Q: 3 clusters Score -2695082 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -2696354.000000 Penalty: 3473.735107
	Iteration 11Q: 3 clusters Score -2696354 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -2697455.750000 Penalty: 3473.735107
	Iteration 12Q: 3 clusters Score -2697456 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -2698229.000000 Penalty: 3473.735107
	Iteration 13Q: 3 clusters Score -2698229 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -2698802.750000 Penalty: 3473.735107
	Iteration 14Q: 3 clusters Score -2698803 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -2699277.000000 Penalty: 3473.735107
	Iteration 15Q: 3 clusters Score -2699277 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -2699683.000000 Penalty: 3473.735107
	Iteration 16Q: 3 clusters Score -2699683 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -2700067.750000 Penalty: 3473.735107
	Iteration 17Q: 3 clusters Score -2700068 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -2700467.750000 Penalty: 3473.735107
	Iteration 18Q: 3 clusters Score -2700468 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -2700879.750000 Penalty: 3473.735107
	Iteration 19Q: 3 clusters Score -2700880 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -2701306.500000 Penalty: 3473.735107
	Iteration 20F: 3 clusters Score -2701306 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -2701795.750000 Penalty: 3473.735107
	Iteration 21Q: 3 clusters Score -2701796 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -2702237.250000 Penalty: 3473.735107
	Iteration 22Q: 3 clusters Score -2702237 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -2702664.250000 Penalty: 3473.735107
	Iteration 23Q: 3 clusters Score -2702664 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -2703051.000000 Penalty: 3473.735107
	Iteration 24Q: 3 clusters Score -2703051 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -2703336.500000 Penalty: 3473.735107
	Iteration 25Q: 3 clusters Score -2703336 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -2703593.500000 Penalty: 3473.735107
	Iteration 26Q: 3 clusters Score -2703594 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -2703784.000000 Penalty: 3473.735107
	Iteration 27Q: 3 clusters Score -2703784 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -2703924.250000 Penalty: 3473.735107
	Iteration 28Q: 3 clusters Score -2703924 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -2704039.500000 Penalty: 3473.735107
	Iteration 29Q: 3 clusters Score -2704040 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -2704104.250000 Penalty: 3473.735107
	Iteration 30Q: 3 clusters Score -2704104 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -2704160.250000 Penalty: 3473.735107
	Iteration 31Q: 3 clusters Score -2704160 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -2704211.000000 Penalty: 3473.735107
	Iteration 32Q: 3 clusters Score -2704211 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -2704236.000000 Penalty: 3473.735107
	Iteration 33Q: 3 clusters Score -2704236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -2704255.750000 Penalty: 3473.735107
	Iteration 34Q: 3 clusters Score -2704256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -2704268.000000 Penalty: 3473.735107
	Iteration 35Q: 3 clusters Score -2704268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -2704274.000000 Penalty: 3473.735107
	Iteration 36Q: 3 clusters Score -2704274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -2704277.750000 Penalty: 3473.735107
	Iteration 37Q: 3 clusters Score -2704278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -2704275.750000 Penalty: 3473.735107
	Iteration 38Q: 3 clusters Score -2704276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -2704283.000000 Penalty: 3473.735107
	Iteration 39Q: 3 clusters Score -2704283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -2704280.250000 Penalty: 3473.735107
	Iteration 40F: 3 clusters Score -2704280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -2704281.750000 Penalty: 3473.735107
	Iteration 41Q: 3 clusters Score -2704282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -2704283.750000 Penalty: 3473.735107
	Iteration 42Q: 3 clusters Score -2704284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -2704286.250000 Penalty: 3473.735107
	Iteration 43Q: 3 clusters Score -2704286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -2704285.750000 Penalty: 3473.735107
	Iteration 44Q: 3 clusters Score -2704286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -2704288.500000 Penalty: 3473.735107
	Iteration 45Q: 3 clusters Score -2704288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -2704288.500000 Penalty: 3473.735107
	Iteration 46F: 3 clusters Score -2704288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Entering Unmasked Estep 
Score: -776528.687500 Penalty: 1537.807617
	Iteration 0F: 2 clusters Score -776528.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -767508.500000 Penalty: 3075.615234
	Iteration 0F: 3 clusters Score -767508.5 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -770581.312500 Penalty: 3075.615234
	Iteration 1F: 3 clusters Score -770581.3 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -770964.625000 Penalty: 3075.615234
	Iteration 2F: 3 clusters Score -770964.6 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -771350.937500 Penalty: 3075.615234
	Iteration 3F: 3 clusters Score -771350.9 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -771790.375000 Penalty: 3075.615234
	Iteration 4F: 3 clusters Score -771790.4 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -772341.625000 Penalty: 3075.615234
	Iteration 5F: 3 clusters Score -772341.6 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -772935.562500 Penalty: 3075.615234
	Iteration 6F: 3 clusters Score -772935.6 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -773559.187500 Penalty: 3075.615234
	Iteration 7F: 3 clusters Score -773559.2 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -774082.562500 Penalty: 3075.615234
	Iteration 8F: 3 clusters Score -774082.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -774440.250000 Penalty: 3075.615234
	Iteration 9Q: 3 clusters Score -774440.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -774632.250000 Penalty: 3075.615234
	Iteration 10Q: 3 clusters Score -774632.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -774746.437500 Penalty: 3075.615234
	Iteration 11Q: 3 clusters Score -774746.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -774818.562500 Penalty: 3075.615234
	Iteration 12Q: 3 clusters Score -774818.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -774863.250000 Penalty: 3075.615234
	Iteration 13Q: 3 clusters Score -774863.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -774894.187500 Penalty: 3075.615234
	Iteration 14Q: 3 clusters Score -774894.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -774910.937500 Penalty: 3075.615234
	Iteration 15Q: 3 clusters Score -774910.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -774933.562500 Penalty: 3075.615234
	Iteration 16Q: 3 clusters Score -774933.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -774952.625000 Penalty: 3075.615234
	Iteration 17Q: 3 clusters Score -774952.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -774968.625000 Penalty: 3075.615234
	Iteration 18Q: 3 clusters Score -774968.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -774982.875000 Penalty: 3075.615234
	Iteration 19Q: 3 clusters Score -774982.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -774993.937500 Penalty: 3075.615234
	Iteration 20F: 3 clusters Score -774993.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -775004.875000 Penalty: 3075.615234
	Iteration 21Q: 3 clusters Score -775004.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -775012.562500 Penalty: 3075.615234
	Iteration 22Q: 3 clusters Score -775012.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -775018.875000 Penalty: 3075.615234
	Iteration 23Q: 3 clusters Score -775018.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -775023.937500 Penalty: 3075.615234
	Iteration 24Q: 3 clusters Score -775023.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -775025.812500 Penalty: 3075.615234
	Iteration 25Q: 3 clusters Score -775025.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -775031.687500 Penalty: 3075.615234
	Iteration 26Q: 3 clusters Score -775031.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -775033.875000 Penalty: 3075.615234
	Iteration 27Q: 3 clusters Score -775033.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -775038.500000 Penalty: 3075.615234
	Iteration 28Q: 3 clusters Score -775038.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -775039.875000 Penalty: 3075.615234
	Iteration 29Q: 3 clusters Score -775039.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -775042.937500 Penalty: 3075.615234
	Iteration 30Q: 3 clusters Score -775042.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -775044.750000 Penalty: 3075.615234
	Iteration 31Q: 3 clusters Score -775044.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -775042.687500 Penalty: 3075.615234
	Iteration 32Q: 3 clusters Score -775042.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -775044.375000 Penalty: 3075.615234
	Iteration 33Q: 3 clusters Score -775044.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -775046.562500 Penalty: 3075.615234
	Iteration 34Q: 3 clusters Score -775046.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -775045.750000 Penalty: 3075.615234
	Iteration 35Q: 3 clusters Score -775045.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -775046.625000 Penalty: 3075.615234
	Iteration 36Q: 3 clusters Score -775046.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -775046.437500 Penalty: 3075.615234
	Iteration 37Q: 3 clusters Score -775046.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -775045.750000 Penalty: 3075.615234
	Iteration 38Q: 3 clusters Score -775045.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -775045.687500 Penalty: 3075.615234
	Iteration 39Q: 3 clusters Score -775045.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -775045.687500 Penalty: 3075.615234
	Iteration 40F: 3 clusters Score -775045.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Entering Unmasked Estep 
Score: -125433.359375 Penalty: 1242.299438
	Iteration 0F: 2 clusters Score -125433.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -123283.601562 Penalty: 2484.598877
	Iteration 0F: 3 clusters Score -123283.6 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -123734.046875 Penalty: 2484.598877
	Iteration 1F: 3 clusters Score -123734 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -123847.968750 Penalty: 2484.598877
	Iteration 2F: 3 clusters Score -123848 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -123900.500000 Penalty: 2484.598877
	Iteration 3Q: 3 clusters Score -123900.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -123937.273438 Penalty: 2484.598877
	Iteration 4Q: 3 clusters Score -123937.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -123963.179688 Penalty: 2484.598877
	Iteration 5Q: 3 clusters Score -123963.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -123986.257812 Penalty: 2484.598877
	Iteration 6Q: 3 clusters Score -123986.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -124009.148438 Penalty: 2484.598877
	Iteration 7Q: 3 clusters Score -124009.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -124032.296875 Penalty: 2484.598877
	Iteration 8Q: 3 clusters Score -124032.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -124049.851562 Penalty: 2484.598877
	Iteration 9Q: 3 clusters Score -124049.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -124066.085938 Penalty: 2484.598877
	Iteration 10Q: 3 clusters Score -124066.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -124073.867188 Penalty: 2484.598877
	Iteration 11Q: 3 clusters Score -124073.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -124081.710938 Penalty: 2484.598877
	Iteration 12Q: 3 clusters Score -124081.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -124093.906250 Penalty: 2484.598877
	Iteration 13Q: 3 clusters Score -124093.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -124103.992188 Penalty: 2484.598877
	Iteration 14Q: 3 clusters Score -124104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -124119.242188 Penalty: 2484.598877
	Iteration 15Q: 3 clusters Score -124119.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -124137.445312 Penalty: 2484.598877
	Iteration 16Q: 3 clusters Score -124137.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -124158.117188 Penalty: 2484.598877
	Iteration 17Q: 3 clusters Score -124158.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -124176.359375 Penalty: 2484.598877
	Iteration 18Q: 3 clusters Score -124176.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -124197.750000 Penalty: 2484.598877
	Iteration 19Q: 3 clusters Score -124197.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -124214.476562 Penalty: 2484.598877
	Iteration 20F: 3 clusters Score -124214.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -124228.898438 Penalty: 2484.598877
	Iteration 21Q: 3 clusters Score -124228.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -124245.906250 Penalty: 2484.598877
	Iteration 22Q: 3 clusters Score -124245.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -124256.554688 Penalty: 2484.598877
	Iteration 23Q: 3 clusters Score -124256.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -124268.156250 Penalty: 2484.598877
	Iteration 24Q: 3 clusters Score -124268.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -124280.882812 Penalty: 2484.598877
	Iteration 25Q: 3 clusters Score -124280.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -124289.820312 Penalty: 2484.598877
	Iteration 26Q: 3 clusters Score -124289.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -124297.234375 Penalty: 2484.598877
	Iteration 27Q: 3 clusters Score -124297.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -124310.195312 Penalty: 2484.598877
	Iteration 28Q: 3 clusters Score -124310.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -124318.171875 Penalty: 2484.598877
	Iteration 29Q: 3 clusters Score -124318.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -124324.875000 Penalty: 2484.598877
	Iteration 30Q: 3 clusters Score -124324.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -124328.843750 Penalty: 2484.598877
	Iteration 31Q: 3 clusters Score -124328.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -124336.296875 Penalty: 2484.598877
	Iteration 32Q: 3 clusters Score -124336.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -124342.093750 Penalty: 2484.598877
	Iteration 33Q: 3 clusters Score -124342.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -124352.210938 Penalty: 2484.598877
	Iteration 34Q: 3 clusters Score -124352.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -124365.273438 Penalty: 2484.598877
	Iteration 35Q: 3 clusters Score -124365.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -124375.429688 Penalty: 2484.598877
	Iteration 36Q: 3 clusters Score -124375.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -124378.257812 Penalty: 2484.598877
	Iteration 37Q: 3 clusters Score -124378.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -124379.304688 Penalty: 2484.598877
	Iteration 38Q: 3 clusters Score -124379.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -124380.015625 Penalty: 2484.598877
	Iteration 39Q: 3 clusters Score -124380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -124381.875000 Penalty: 2484.598877
	Iteration 40F: 3 clusters Score -124381.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -124384.320312 Penalty: 2484.598877
	Iteration 41Q: 3 clusters Score -124384.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -124387.117188 Penalty: 2484.598877
	Iteration 42Q: 3 clusters Score -124387.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -124391.750000 Penalty: 2484.598877
	Iteration 43Q: 3 clusters Score -124391.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -124393.656250 Penalty: 2484.598877
	Iteration 44Q: 3 clusters Score -124393.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -124397.164062 Penalty: 2484.598877
	Iteration 45Q: 3 clusters Score -124397.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -124401.070312 Penalty: 2484.598877
	Iteration 46Q: 3 clusters Score -124401.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -124403.976562 Penalty: 2484.598877
	Iteration 47Q: 3 clusters Score -124404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -124405.468750 Penalty: 2484.598877
	Iteration 48Q: 3 clusters Score -124405.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -124408.609375 Penalty: 2484.598877
	Iteration 49Q: 3 clusters Score -124408.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -124413.898438 Penalty: 2484.598877
	Iteration 50Q: 3 clusters Score -124413.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -124416.460938 Penalty: 2484.598877
	Iteration 51Q: 3 clusters Score -124416.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -124420.500000 Penalty: 2484.598877
	Iteration 52Q: 3 clusters Score -124420.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -124422.429688 Penalty: 2484.598877
	Iteration 53Q: 3 clusters Score -124422.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -124423.101562 Penalty: 2484.598877
	Iteration 54Q: 3 clusters Score -124423.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -124423.265625 Penalty: 2484.598877
	Iteration 55Q: 3 clusters Score -124423.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -124423.578125 Penalty: 2484.598877
	Iteration 56Q: 3 clusters Score -124423.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -124423.578125 Penalty: 2484.598877
	Iteration 57F: 3 clusters Score -124423.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Entering Unmasked Estep 
Score: -152669.312500 Penalty: 1277.154663
	Iteration 0F: 2 clusters Score -152669.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -150206.515625 Penalty: 2554.309326
	Iteration 0F: 3 clusters Score -150206.5 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -150782.171875 Penalty: 2554.309326
	Iteration 1F: 3 clusters Score -150782.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -150913.953125 Penalty: 2554.309326
	Iteration 2F: 3 clusters Score -150914 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -151000.875000 Penalty: 2554.309326
	Iteration 3Q: 3 clusters Score -151000.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -151064.906250 Penalty: 2554.309326
	Iteration 4Q: 3 clusters Score -151064.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -151118.765625 Penalty: 2554.309326
	Iteration 5Q: 3 clusters Score -151118.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -151157.218750 Penalty: 2554.309326
	Iteration 6Q: 3 clusters Score -151157.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -151189.640625 Penalty: 2554.309326
	Iteration 7Q: 3 clusters Score -151189.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -151212.171875 Penalty: 2554.309326
	Iteration 8Q: 3 clusters Score -151212.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -151235.656250 Penalty: 2554.309326
	Iteration 9Q: 3 clusters Score -151235.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -151259.218750 Penalty: 2554.309326
	Iteration 10Q: 3 clusters Score -151259.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -151281.296875 Penalty: 2554.309326
	Iteration 11Q: 3 clusters Score -151281.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -151305.640625 Penalty: 2554.309326
	Iteration 12Q: 3 clusters Score -151305.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -151335.609375 Penalty: 2554.309326
	Iteration 13Q: 3 clusters Score -151335.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -151350.484375 Penalty: 2554.309326
	Iteration 14Q: 3 clusters Score -151350.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -151362.281250 Penalty: 2554.309326
	Iteration 15Q: 3 clusters Score -151362.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -151370.750000 Penalty: 2554.309326
	Iteration 16Q: 3 clusters Score -151370.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -151376.968750 Penalty: 2554.309326
	Iteration 17Q: 3 clusters Score -151377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -151382.828125 Penalty: 2554.309326
	Iteration 18Q: 3 clusters Score -151382.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -151390.156250 Penalty: 2554.309326
	Iteration 19Q: 3 clusters Score -151390.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -151397.984375 Penalty: 2554.309326
	Iteration 20F: 3 clusters Score -151398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -151406.046875 Penalty: 2554.309326
	Iteration 21Q: 3 clusters Score -151406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -151412.125000 Penalty: 2554.309326
	Iteration 22Q: 3 clusters Score -151412.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -151422.109375 Penalty: 2554.309326
	Iteration 23Q: 3 clusters Score -151422.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -151438.718750 Penalty: 2554.309326
	Iteration 24Q: 3 clusters Score -151438.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -151456.875000 Penalty: 2554.309326
	Iteration 25Q: 3 clusters Score -151456.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -151477.734375 Penalty: 2554.309326
	Iteration 26Q: 3 clusters Score -151477.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -151496.218750 Penalty: 2554.309326
	Iteration 27Q: 3 clusters Score -151496.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -151520.046875 Penalty: 2554.309326
	Iteration 28Q: 3 clusters Score -151520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -151553.453125 Penalty: 2554.309326
	Iteration 29Q: 3 clusters Score -151553.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -151585.906250 Penalty: 2554.309326
	Iteration 30Q: 3 clusters Score -151585.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -151616.843750 Penalty: 2554.309326
	Iteration 31Q: 3 clusters Score -151616.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -151650.906250 Penalty: 2554.309326
	Iteration 32Q: 3 clusters Score -151650.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -151706.156250 Penalty: 2554.309326
	Iteration 33Q: 3 clusters Score -151706.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -151763.421875 Penalty: 2554.309326
	Iteration 34Q: 3 clusters Score -151763.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -151806.781250 Penalty: 2554.309326
	Iteration 35Q: 3 clusters Score -151806.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -151853.468750 Penalty: 2554.309326
	Iteration 36Q: 3 clusters Score -151853.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -151881.343750 Penalty: 2554.309326
	Iteration 37Q: 3 clusters Score -151881.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -151892.078125 Penalty: 2554.309326
	Iteration 38Q: 3 clusters Score -151892.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -151897.593750 Penalty: 2554.309326
	Iteration 39Q: 3 clusters Score -151897.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -151902.765625 Penalty: 2554.309326
	Iteration 40F: 3 clusters Score -151902.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -151906.359375 Penalty: 2554.309326
	Iteration 41Q: 3 clusters Score -151906.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -151908.312500 Penalty: 2554.309326
	Iteration 42Q: 3 clusters Score -151908.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -151912.734375 Penalty: 2554.309326
	Iteration 43Q: 3 clusters Score -151912.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -151913.437500 Penalty: 2554.309326
	Iteration 44Q: 3 clusters Score -151913.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -151915.906250 Penalty: 2554.309326
	Iteration 45Q: 3 clusters Score -151915.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -151917.234375 Penalty: 2554.309326
	Iteration 46Q: 3 clusters Score -151917.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -151920.125000 Penalty: 2554.309326
	Iteration 47Q: 3 clusters Score -151920.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -151922.578125 Penalty: 2554.309326
	Iteration 48Q: 3 clusters Score -151922.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -151923.875000 Penalty: 2554.309326
	Iteration 49Q: 3 clusters Score -151923.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -151927.015625 Penalty: 2554.309326
	Iteration 50Q: 3 clusters Score -151927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -151929.218750 Penalty: 2554.309326
	Iteration 51Q: 3 clusters Score -151929.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -151930.953125 Penalty: 2554.309326
	Iteration 52Q: 3 clusters Score -151931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -151933.750000 Penalty: 2554.309326
	Iteration 53Q: 3 clusters Score -151933.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -151935.843750 Penalty: 2554.309326
	Iteration 54Q: 3 clusters Score -151935.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -151940.296875 Penalty: 2554.309326
	Iteration 55Q: 3 clusters Score -151940.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -151943.015625 Penalty: 2554.309326
	Iteration 56Q: 3 clusters Score -151943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -151947.562500 Penalty: 2554.309326
	Iteration 57Q: 3 clusters Score -151947.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -151956.437500 Penalty: 2554.309326
	Iteration 58Q: 3 clusters Score -151956.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -151971.984375 Penalty: 2554.309326
	Iteration 59Q: 3 clusters Score -151972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -151987.656250 Penalty: 2554.309326
	Iteration 60F: 3 clusters Score -151987.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -152005.437500 Penalty: 2554.309326
	Iteration 61Q: 3 clusters Score -152005.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -152035.828125 Penalty: 2554.309326
	Iteration 62Q: 3 clusters Score -152035.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -152055.546875 Penalty: 2554.309326
	Iteration 63Q: 3 clusters Score -152055.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -152066.875000 Penalty: 2554.309326
	Iteration 64Q: 3 clusters Score -152066.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -152073.906250 Penalty: 2554.309326
	Iteration 65Q: 3 clusters Score -152073.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -152079.109375 Penalty: 2554.309326
	Iteration 66Q: 3 clusters Score -152079.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -152082.015625 Penalty: 2554.309326
	Iteration 67Q: 3 clusters Score -152082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -152084.015625 Penalty: 2554.309326
	Iteration 68Q: 3 clusters Score -152084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -152084.671875 Penalty: 2554.309326
	Iteration 69Q: 3 clusters Score -152084.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -152085.062500 Penalty: 2554.309326
	Iteration 70Q: 3 clusters Score -152085.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -152085.062500 Penalty: 2554.309326
	Iteration 71F: 3 clusters Score -152085.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Entering Unmasked Estep 
Score: -96128.054688 Penalty: 1214.004028
	Iteration 0F: 2 clusters Score -96128.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -94181.187500 Penalty: 2428.008057
	Iteration 0F: 3 clusters Score -94181.19 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -94639.117188 Penalty: 2428.008057
	Iteration 1F: 3 clusters Score -94639.12 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -94811.718750 Penalty: 2428.008057
	Iteration 2F: 3 clusters Score -94811.72 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -94918.664062 Penalty: 2428.008057
	Iteration 3F: 3 clusters Score -94918.66 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -94989.429688 Penalty: 2428.008057
	Iteration 4Q: 3 clusters Score -94989.43 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -95053.234375 Penalty: 2428.008057
	Iteration 5Q: 3 clusters Score -95053.23 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -95140.250000 Penalty: 2428.008057
	Iteration 6Q: 3 clusters Score -95140.25 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -95205.476562 Penalty: 2428.008057
	Iteration 7Q: 3 clusters Score -95205.48 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -95267.492188 Penalty: 2428.008057
	Iteration 8Q: 3 clusters Score -95267.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -95309.890625 Penalty: 2428.008057
	Iteration 9Q: 3 clusters Score -95309.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -95335.726562 Penalty: 2428.008057
	Iteration 10Q: 3 clusters Score -95335.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -95357.132812 Penalty: 2428.008057
	Iteration 11Q: 3 clusters Score -95357.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -95373.554688 Penalty: 2428.008057
	Iteration 12Q: 3 clusters Score -95373.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -95386.539062 Penalty: 2428.008057
	Iteration 13Q: 3 clusters Score -95386.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -95396.367188 Penalty: 2428.008057
	Iteration 14Q: 3 clusters Score -95396.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -95404.890625 Penalty: 2428.008057
	Iteration 15Q: 3 clusters Score -95404.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -95415.601562 Penalty: 2428.008057
	Iteration 16Q: 3 clusters Score -95415.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -95424.585938 Penalty: 2428.008057
	Iteration 17Q: 3 clusters Score -95424.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -95432.023438 Penalty: 2428.008057
	Iteration 18Q: 3 clusters Score -95432.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -95436.171875 Penalty: 2428.008057
	Iteration 19Q: 3 clusters Score -95436.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -95438.156250 Penalty: 2428.008057
	Iteration 20F: 3 clusters Score -95438.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -95442.257812 Penalty: 2428.008057
	Iteration 21Q: 3 clusters Score -95442.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -95443.585938 Penalty: 2428.008057
	Iteration 22Q: 3 clusters Score -95443.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -95446.664062 Penalty: 2428.008057
	Iteration 23Q: 3 clusters Score -95446.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -95447.562500 Penalty: 2428.008057
	Iteration 24Q: 3 clusters Score -95447.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -95448.046875 Penalty: 2428.008057
	Iteration 25Q: 3 clusters Score -95448.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -95451.171875 Penalty: 2428.008057
	Iteration 26Q: 3 clusters Score -95451.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -95456.453125 Penalty: 2428.008057
	Iteration 27Q: 3 clusters Score -95456.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -95457.210938 Penalty: 2428.008057
	Iteration 28Q: 3 clusters Score -95457.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -95457.765625 Penalty: 2428.008057
	Iteration 29Q: 3 clusters Score -95457.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -95457.765625 Penalty: 2428.008057
	Iteration 30F: 3 clusters Score -95457.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (53453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Entering Unmasked Estep 
Score: -3325246.750000 Penalty: 1769.065552
	Iteration 0F: 2 clusters Score -3325247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -3289502.500000 Penalty: 3538.131104
	Iteration 0F: 3 clusters Score -3289502 nChanged 25091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -3303580.000000 Penalty: 3538.131104
	Iteration 1F: 3 clusters Score -3303580 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -3304313.500000 Penalty: 3538.131104
	Iteration 2Q: 3 clusters Score -3304314 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -3305281.500000 Penalty: 3538.131104
	Iteration 3Q: 3 clusters Score -3305282 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -3306859.000000 Penalty: 3538.131104
	Iteration 4F: 3 clusters Score -3306859 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -3309311.000000 Penalty: 3538.131104
	Iteration 5F: 3 clusters Score -3309311 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -3312698.000000 Penalty: 3538.131104
	Iteration 6F: 3 clusters Score -3312698 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -3316515.500000 Penalty: 3538.131104
	Iteration 7F: 3 clusters Score -3316516 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -3319752.750000 Penalty: 3538.131104
	Iteration 8F: 3 clusters Score -3319753 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3321814.750000 Penalty: 3538.131104
	Iteration 9Q: 3 clusters Score -3321815 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3322866.250000 Penalty: 3538.131104
	Iteration 10Q: 3 clusters Score -3322866 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3323309.000000 Penalty: 3538.131104
	Iteration 11Q: 3 clusters Score -3323309 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52976 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3323521.750000 Penalty: 3538.131104
	Iteration 12Q: 3 clusters Score -3323522 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3323624.500000 Penalty: 3538.131104
	Iteration 13Q: 3 clusters Score -3323624 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3323677.000000 Penalty: 3538.131104
	Iteration 14Q: 3 clusters Score -3323677 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3323705.750000 Penalty: 3538.131104
	Iteration 15Q: 3 clusters Score -3323706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3323734.000000 Penalty: 3538.131104
	Iteration 16Q: 3 clusters Score -3323734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3323754.000000 Penalty: 3538.131104
	Iteration 17Q: 3 clusters Score -3323754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53121 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3323776.250000 Penalty: 3538.131104
	Iteration 18Q: 3 clusters Score -3323776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3323798.250000 Penalty: 3538.131104
	Iteration 19Q: 3 clusters Score -3323798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53131 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3323816.750000 Penalty: 3538.131104
	Iteration 20F: 3 clusters Score -3323817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53137 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3323830.750000 Penalty: 3538.131104
	Iteration 21Q: 3 clusters Score -3323831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3323842.000000 Penalty: 3538.131104
	Iteration 22Q: 3 clusters Score -3323842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3323846.500000 Penalty: 3538.131104
	Iteration 23Q: 3 clusters Score -3323846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3323857.750000 Penalty: 3538.131104
	Iteration 24Q: 3 clusters Score -3323858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53147 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3323861.750000 Penalty: 3538.131104
	Iteration 25Q: 3 clusters Score -3323862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53148 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3323865.500000 Penalty: 3538.131104
	Iteration 26Q: 3 clusters Score -3323866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3323870.500000 Penalty: 3538.131104
	Iteration 27Q: 3 clusters Score -3323870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3323875.500000 Penalty: 3538.131104
	Iteration 28Q: 3 clusters Score -3323876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3323878.000000 Penalty: 3538.131104
	Iteration 29Q: 3 clusters Score -3323878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3323881.500000 Penalty: 3538.131104
	Iteration 30Q: 3 clusters Score -3323882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3323881.500000 Penalty: 3538.131104
	Iteration 31F: 3 clusters Score -3323882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Entering Unmasked Estep 
Score: -507214.531250 Penalty: 1468.367188
	Iteration 0F: 2 clusters Score -507214.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -501077.500000 Penalty: 2936.734375
	Iteration 0F: 3 clusters Score -501077.5 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -503040.781250 Penalty: 2936.734375
	Iteration 1F: 3 clusters Score -503040.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -503294.937500 Penalty: 2936.734375
	Iteration 2F: 3 clusters Score -503294.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -503509.625000 Penalty: 2936.734375
	Iteration 3F: 3 clusters Score -503509.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -503698.812500 Penalty: 2936.734375
	Iteration 4Q: 3 clusters Score -503698.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -503857.531250 Penalty: 2936.734375
	Iteration 5Q: 3 clusters Score -503857.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -504013.250000 Penalty: 2936.734375
	Iteration 6Q: 3 clusters Score -504013.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -504173.250000 Penalty: 2936.734375
	Iteration 7Q: 3 clusters Score -504173.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -504331.687500 Penalty: 2936.734375
	Iteration 8Q: 3 clusters Score -504331.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -504519.468750 Penalty: 2936.734375
	Iteration 9Q: 3 clusters Score -504519.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -504706.812500 Penalty: 2936.734375
	Iteration 10Q: 3 clusters Score -504706.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -504906.375000 Penalty: 2936.734375
	Iteration 11Q: 3 clusters Score -504906.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -505112.343750 Penalty: 2936.734375
	Iteration 12Q: 3 clusters Score -505112.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -505281.906250 Penalty: 2936.734375
	Iteration 13Q: 3 clusters Score -505281.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -505444.843750 Penalty: 2936.734375
	Iteration 14Q: 3 clusters Score -505444.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -505606.156250 Penalty: 2936.734375
	Iteration 15Q: 3 clusters Score -505606.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -505734.406250 Penalty: 2936.734375
	Iteration 16Q: 3 clusters Score -505734.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -505823.718750 Penalty: 2936.734375
	Iteration 17Q: 3 clusters Score -505823.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -505897.843750 Penalty: 2936.734375
	Iteration 18Q: 3 clusters Score -505897.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -505939.562500 Penalty: 2936.734375
	Iteration 19Q: 3 clusters Score -505939.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -505984.406250 Penalty: 2936.734375
	Iteration 20F: 3 clusters Score -505984.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -506029.312500 Penalty: 2936.734375
	Iteration 21Q: 3 clusters Score -506029.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -506058.031250 Penalty: 2936.734375
	Iteration 22Q: 3 clusters Score -506058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -506080.031250 Penalty: 2936.734375
	Iteration 23Q: 3 clusters Score -506080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -506096.500000 Penalty: 2936.734375
	Iteration 24Q: 3 clusters Score -506096.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -506107.593750 Penalty: 2936.734375
	Iteration 25Q: 3 clusters Score -506107.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -506114.968750 Penalty: 2936.734375
	Iteration 26Q: 3 clusters Score -506115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -506122.562500 Penalty: 2936.734375
	Iteration 27Q: 3 clusters Score -506122.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -506126.187500 Penalty: 2936.734375
	Iteration 28Q: 3 clusters Score -506126.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -506131.906250 Penalty: 2936.734375
	Iteration 29Q: 3 clusters Score -506131.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -506136.406250 Penalty: 2936.734375
	Iteration 30Q: 3 clusters Score -506136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -506137.406250 Penalty: 2936.734375
	Iteration 31Q: 3 clusters Score -506137.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -506140.000000 Penalty: 2936.734375
	Iteration 32Q: 3 clusters Score -506140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -506139.843750 Penalty: 2936.734375
	Iteration 33Q: 3 clusters Score -506139.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -506140.875000 Penalty: 2936.734375
	Iteration 34Q: 3 clusters Score -506140.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -506140.875000 Penalty: 2936.734375
	Iteration 35F: 3 clusters Score -506140.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (84943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84943 members 
Entering Unmasked Estep 
Score: -5417906.500000 Penalty: 1844.332031
	Iteration 0F: 2 clusters Score -5417906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -5361267.000000 Penalty: 3688.664062
	Iteration 0F: 3 clusters Score -5361267 nChanged 40335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -5384498.500000 Penalty: 3688.664062
	Iteration 1F: 3 clusters Score -5384498 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -5385082.000000 Penalty: 3688.664062
	Iteration 2Q: 3 clusters Score -5385082 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -5385912.500000 Penalty: 3688.664062
	Iteration 3Q: 3 clusters Score -5385912 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 50401 members 
Entering Unmasked Estep 
Score: -5387282.500000 Penalty: 3688.664062
	Iteration 4Q: 3 clusters Score -5387282 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -5389626.500000 Penalty: 3688.664062
	Iteration 5F: 3 clusters Score -5389626 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 60105 members 
Entering Unmasked Estep 
Score: -5393709.000000 Penalty: 3688.664062
	Iteration 6F: 3 clusters Score -5393709 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -5399557.000000 Penalty: 3688.664062
	Iteration 7F: 3 clusters Score -5399557 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 73631 members 
Entering Unmasked Estep 
Score: -5406063.000000 Penalty: 3688.664062
	Iteration 8F: 3 clusters Score -5406063 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 78819 members 
Entering Unmasked Estep 
Score: -5411110.500000 Penalty: 3688.664062
	Iteration 9F: 3 clusters Score -5411110 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 81821 members 
Entering Unmasked Estep 
Score: -5413929.000000 Penalty: 3688.664062
	Iteration 10Q: 3 clusters Score -5413929 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 83333 members 
Entering Unmasked Estep 
Score: -5415229.000000 Penalty: 3688.664062
	Iteration 11Q: 3 clusters Score -5415229 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 83979 members 
Entering Unmasked Estep 
Score: -5415794.500000 Penalty: 3688.664062
	Iteration 12Q: 3 clusters Score -5415794 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 84257 members 
Entering Unmasked Estep 
Score: -5416046.000000 Penalty: 3688.664062
	Iteration 13Q: 3 clusters Score -5416046 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 84395 members 
Entering Unmasked Estep 
Score: -5416166.500000 Penalty: 3688.664062
	Iteration 14Q: 3 clusters Score -5416166 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 84469 members 
Entering Unmasked Estep 
Score: -5416246.500000 Penalty: 3688.664062
	Iteration 15Q: 3 clusters Score -5416246 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 84512 members 
Entering Unmasked Estep 
Score: -5416289.500000 Penalty: 3688.664062
	Iteration 16Q: 3 clusters Score -5416290 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 84538 members 
Entering Unmasked Estep 
Score: -5416319.000000 Penalty: 3688.664062
	Iteration 17Q: 3 clusters Score -5416319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 84557 members 
Entering Unmasked Estep 
Score: -5416338.500000 Penalty: 3688.664062
	Iteration 18Q: 3 clusters Score -5416338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 84569 members 
Entering Unmasked Estep 
Score: -5416339.000000 Penalty: 3688.664062
	Iteration 19Q: 3 clusters Score -5416339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 84573 members 
Entering Unmasked Estep 
Score: -5416347.500000 Penalty: 3688.664062
	Iteration 20F: 3 clusters Score -5416348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 84575 members 
Entering Unmasked Estep 
Score: -5416356.500000 Penalty: 3688.664062
	Iteration 21Q: 3 clusters Score -5416356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 84580 members 
Entering Unmasked Estep 
Score: -5416363.000000 Penalty: 3688.664062
	Iteration 22Q: 3 clusters Score -5416363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 84582 members 
Entering Unmasked Estep 
Score: -5416362.000000 Penalty: 3688.664062
	Iteration 23Q: 3 clusters Score -5416362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 84585 members 
Entering Unmasked Estep 
Score: -5416361.500000 Penalty: 3688.664062
	Iteration 24Q: 3 clusters Score -5416362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 84587 members 
Entering Unmasked Estep 
Score: -5416371.000000 Penalty: 3688.664062
	Iteration 25Q: 3 clusters Score -5416371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 84588 members 
Entering Unmasked Estep 
Score: -5416368.000000 Penalty: 3688.664062
	Iteration 26Q: 3 clusters Score -5416368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 84591 members 
Entering Unmasked Estep 
Score: -5416370.500000 Penalty: 3688.664062
	Iteration 27Q: 3 clusters Score -5416370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 84593 members 
Entering Unmasked Estep 
Score: -5416373.500000 Penalty: 3688.664062
	Iteration 28Q: 3 clusters Score -5416374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 84593 members 
Entering Unmasked Estep 
Score: -5416373.500000 Penalty: 3688.664062
	Iteration 29F: 3 clusters Score -5416374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Entering Unmasked Estep 
Score: -692411.562500 Penalty: 1509.066040
	Iteration 0F: 2 clusters Score -692411.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -684725.125000 Penalty: 3018.132080
	Iteration 0F: 3 clusters Score -684725.1 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -687247.937500 Penalty: 3018.132080
	Iteration 1F: 3 clusters Score -687247.9 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -687530.750000 Penalty: 3018.132080
	Iteration 2F: 3 clusters Score -687530.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -687765.875000 Penalty: 3018.132080
	Iteration 3F: 3 clusters Score -687765.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -687967.500000 Penalty: 3018.132080
	Iteration 4Q: 3 clusters Score -687967.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -688160.437500 Penalty: 3018.132080
	Iteration 5Q: 3 clusters Score -688160.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -688378.250000 Penalty: 3018.132080
	Iteration 6Q: 3 clusters Score -688378.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -688595.062500 Penalty: 3018.132080
	Iteration 7Q: 3 clusters Score -688595.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -688837.625000 Penalty: 3018.132080
	Iteration 8Q: 3 clusters Score -688837.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -689136.750000 Penalty: 3018.132080
	Iteration 9Q: 3 clusters Score -689136.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -689494.750000 Penalty: 3018.132080
	Iteration 10Q: 3 clusters Score -689494.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -689927.437500 Penalty: 3018.132080
	Iteration 11Q: 3 clusters Score -689927.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -690426.625000 Penalty: 3018.132080
	Iteration 12Q: 3 clusters Score -690426.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -690928.687500 Penalty: 3018.132080
	Iteration 13Q: 3 clusters Score -690928.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -691383.062500 Penalty: 3018.132080
	Iteration 14Q: 3 clusters Score -691383.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -691727.375000 Penalty: 3018.132080
	Iteration 15Q: 3 clusters Score -691727.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -691887.625000 Penalty: 3018.132080
	Iteration 16Q: 3 clusters Score -691887.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -691977.562500 Penalty: 3018.132080
	Iteration 17Q: 3 clusters Score -691977.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -692022.250000 Penalty: 3018.132080
	Iteration 18Q: 3 clusters Score -692022.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -692041.812500 Penalty: 3018.132080
	Iteration 19Q: 3 clusters Score -692041.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -692051.687500 Penalty: 3018.132080
	Iteration 20F: 3 clusters Score -692051.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -692058.187500 Penalty: 3018.132080
	Iteration 21Q: 3 clusters Score -692058.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -692064.812500 Penalty: 3018.132080
	Iteration 22Q: 3 clusters Score -692064.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -692067.437500 Penalty: 3018.132080
	Iteration 23Q: 3 clusters Score -692067.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -692071.625000 Penalty: 3018.132080
	Iteration 24Q: 3 clusters Score -692071.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -692076.500000 Penalty: 3018.132080
	Iteration 25Q: 3 clusters Score -692076.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -692077.375000 Penalty: 3018.132080
	Iteration 26Q: 3 clusters Score -692077.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -692080.375000 Penalty: 3018.132080
	Iteration 27Q: 3 clusters Score -692080.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -692079.937500 Penalty: 3018.132080
	Iteration 28Q: 3 clusters Score -692079.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -692080.937500 Penalty: 3018.132080
	Iteration 29Q: 3 clusters Score -692080.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -692080.625000 Penalty: 3018.132080
	Iteration 30Q: 3 clusters Score -692080.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -692083.062500 Penalty: 3018.132080
	Iteration 31Q: 3 clusters Score -692083.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -692082.250000 Penalty: 3018.132080
	Iteration 32Q: 3 clusters Score -692082.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -692082.687500 Penalty: 3018.132080
	Iteration 33Q: 3 clusters Score -692082.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -692082.687500 Penalty: 3018.132080
	Iteration 34F: 3 clusters Score -692082.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Entering Unmasked Estep 
Score: -172846.390625 Penalty: 1283.491821
	Iteration 0F: 2 clusters Score -172846.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -170319.812500 Penalty: 2566.983643
	Iteration 0F: 3 clusters Score -170319.8 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -170949.906250 Penalty: 2566.983643
	Iteration 1F: 3 clusters Score -170949.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -171069.640625 Penalty: 2566.983643
	Iteration 2F: 3 clusters Score -171069.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -171123.078125 Penalty: 2566.983643
	Iteration 3Q: 3 clusters Score -171123.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -171156.937500 Penalty: 2566.983643
	Iteration 4Q: 3 clusters Score -171156.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -171180.453125 Penalty: 2566.983643
	Iteration 5Q: 3 clusters Score -171180.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -171198.218750 Penalty: 2566.983643
	Iteration 6Q: 3 clusters Score -171198.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -171216.484375 Penalty: 2566.983643
	Iteration 7Q: 3 clusters Score -171216.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -171235.015625 Penalty: 2566.983643
	Iteration 8Q: 3 clusters Score -171235 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -171252.218750 Penalty: 2566.983643
	Iteration 9Q: 3 clusters Score -171252.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -171269.062500 Penalty: 2566.983643
	Iteration 10Q: 3 clusters Score -171269.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -171286.796875 Penalty: 2566.983643
	Iteration 11Q: 3 clusters Score -171286.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -171303.421875 Penalty: 2566.983643
	Iteration 12Q: 3 clusters Score -171303.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -171320.562500 Penalty: 2566.983643
	Iteration 13Q: 3 clusters Score -171320.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -171333.843750 Penalty: 2566.983643
	Iteration 14Q: 3 clusters Score -171333.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -171347.671875 Penalty: 2566.983643
	Iteration 15Q: 3 clusters Score -171347.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -171360.406250 Penalty: 2566.983643
	Iteration 16Q: 3 clusters Score -171360.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -171368.546875 Penalty: 2566.983643
	Iteration 17Q: 3 clusters Score -171368.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -171378.515625 Penalty: 2566.983643
	Iteration 18Q: 3 clusters Score -171378.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -171388.265625 Penalty: 2566.983643
	Iteration 19Q: 3 clusters Score -171388.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -171393.078125 Penalty: 2566.983643
	Iteration 20F: 3 clusters Score -171393.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -171400.812500 Penalty: 2566.983643
	Iteration 21Q: 3 clusters Score -171400.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -171405.437500 Penalty: 2566.983643
	Iteration 22Q: 3 clusters Score -171405.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -171409.656250 Penalty: 2566.983643
	Iteration 23Q: 3 clusters Score -171409.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -171413.562500 Penalty: 2566.983643
	Iteration 24Q: 3 clusters Score -171413.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -171420.593750 Penalty: 2566.983643
	Iteration 25Q: 3 clusters Score -171420.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -171432.015625 Penalty: 2566.983643
	Iteration 26Q: 3 clusters Score -171432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -171444.546875 Penalty: 2566.983643
	Iteration 27Q: 3 clusters Score -171444.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -171456.843750 Penalty: 2566.983643
	Iteration 28Q: 3 clusters Score -171456.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -171470.703125 Penalty: 2566.983643
	Iteration 29Q: 3 clusters Score -171470.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -171487.781250 Penalty: 2566.983643
	Iteration 30Q: 3 clusters Score -171487.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -171505.609375 Penalty: 2566.983643
	Iteration 31Q: 3 clusters Score -171505.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -171520.921875 Penalty: 2566.983643
	Iteration 32Q: 3 clusters Score -171520.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -171534.312500 Penalty: 2566.983643
	Iteration 33Q: 3 clusters Score -171534.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -171546.687500 Penalty: 2566.983643
	Iteration 34Q: 3 clusters Score -171546.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -171556.609375 Penalty: 2566.983643
	Iteration 35Q: 3 clusters Score -171556.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -171569.671875 Penalty: 2566.983643
	Iteration 36Q: 3 clusters Score -171569.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -171584.531250 Penalty: 2566.983643
	Iteration 37Q: 3 clusters Score -171584.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -171599.093750 Penalty: 2566.983643
	Iteration 38Q: 3 clusters Score -171599.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -171608.421875 Penalty: 2566.983643
	Iteration 39Q: 3 clusters Score -171608.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -171618.093750 Penalty: 2566.983643
	Iteration 40F: 3 clusters Score -171618.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -171630.890625 Penalty: 2566.983643
	Iteration 41Q: 3 clusters Score -171630.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -171637.296875 Penalty: 2566.983643
	Iteration 42Q: 3 clusters Score -171637.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -171643.703125 Penalty: 2566.983643
	Iteration 43Q: 3 clusters Score -171643.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -171646.828125 Penalty: 2566.983643
	Iteration 44Q: 3 clusters Score -171646.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -171652.093750 Penalty: 2566.983643
	Iteration 45Q: 3 clusters Score -171652.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -171654.734375 Penalty: 2566.983643
	Iteration 46Q: 3 clusters Score -171654.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -171658.656250 Penalty: 2566.983643
	Iteration 47Q: 3 clusters Score -171658.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -171661.031250 Penalty: 2566.983643
	Iteration 48Q: 3 clusters Score -171661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -171664.000000 Penalty: 2566.983643
	Iteration 49Q: 3 clusters Score -171664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -171666.921875 Penalty: 2566.983643
	Iteration 50Q: 3 clusters Score -171666.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -171667.578125 Penalty: 2566.983643
	Iteration 51Q: 3 clusters Score -171667.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -171667.968750 Penalty: 2566.983643
	Iteration 52Q: 3 clusters Score -171668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -171667.968750 Penalty: 2566.983643
	Iteration 53F: 3 clusters Score -171668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Entering Unmasked Estep 
Score: -402723.968750 Penalty: 1433.603394
	Iteration 0F: 2 clusters Score -402724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -397666.218750 Penalty: 2867.206787
	Iteration 0F: 3 clusters Score -397666.2 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -399432.093750 Penalty: 2867.206787
	Iteration 1F: 3 clusters Score -399432.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -399895.687500 Penalty: 2867.206787
	Iteration 2F: 3 clusters Score -399895.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -400389.750000 Penalty: 2867.206787
	Iteration 3F: 3 clusters Score -400389.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -400781.812500 Penalty: 2867.206787
	Iteration 4F: 3 clusters Score -400781.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -401052.562500 Penalty: 2867.206787
	Iteration 5F: 3 clusters Score -401052.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -401247.187500 Penalty: 2867.206787
	Iteration 6Q: 3 clusters Score -401247.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -401383.156250 Penalty: 2867.206787
	Iteration 7Q: 3 clusters Score -401383.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -401489.531250 Penalty: 2867.206787
	Iteration 8Q: 3 clusters Score -401489.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -401577.781250 Penalty: 2867.206787
	Iteration 9Q: 3 clusters Score -401577.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -401656.250000 Penalty: 2867.206787
	Iteration 10Q: 3 clusters Score -401656.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -401739.375000 Penalty: 2867.206787
	Iteration 11Q: 3 clusters Score -401739.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -401822.656250 Penalty: 2867.206787
	Iteration 12Q: 3 clusters Score -401822.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -401906.531250 Penalty: 2867.206787
	Iteration 13Q: 3 clusters Score -401906.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -401962.125000 Penalty: 2867.206787
	Iteration 14Q: 3 clusters Score -401962.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -402003.843750 Penalty: 2867.206787
	Iteration 15Q: 3 clusters Score -402003.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -402041.906250 Penalty: 2867.206787
	Iteration 16Q: 3 clusters Score -402041.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -402078.500000 Penalty: 2867.206787
	Iteration 17Q: 3 clusters Score -402078.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -402120.812500 Penalty: 2867.206787
	Iteration 18Q: 3 clusters Score -402120.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -402146.750000 Penalty: 2867.206787
	Iteration 19Q: 3 clusters Score -402146.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -402167.656250 Penalty: 2867.206787
	Iteration 20F: 3 clusters Score -402167.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -402180.500000 Penalty: 2867.206787
	Iteration 21Q: 3 clusters Score -402180.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -402190.062500 Penalty: 2867.206787
	Iteration 22Q: 3 clusters Score -402190.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -402197.250000 Penalty: 2867.206787
	Iteration 23Q: 3 clusters Score -402197.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -402203.031250 Penalty: 2867.206787
	Iteration 24Q: 3 clusters Score -402203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -402206.781250 Penalty: 2867.206787
	Iteration 25Q: 3 clusters Score -402206.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -402208.812500 Penalty: 2867.206787
	Iteration 26Q: 3 clusters Score -402208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -402209.531250 Penalty: 2867.206787
	Iteration 27Q: 3 clusters Score -402209.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -402211.031250 Penalty: 2867.206787
	Iteration 28Q: 3 clusters Score -402211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -402214.937500 Penalty: 2867.206787
	Iteration 29Q: 3 clusters Score -402214.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -402217.718750 Penalty: 2867.206787
	Iteration 30Q: 3 clusters Score -402217.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -402222.031250 Penalty: 2867.206787
	Iteration 31Q: 3 clusters Score -402222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -402225.343750 Penalty: 2867.206787
	Iteration 32Q: 3 clusters Score -402225.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -402226.750000 Penalty: 2867.206787
	Iteration 33Q: 3 clusters Score -402226.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -402228.625000 Penalty: 2867.206787
	Iteration 34Q: 3 clusters Score -402228.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -402231.593750 Penalty: 2867.206787
	Iteration 35Q: 3 clusters Score -402231.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -402235.187500 Penalty: 2867.206787
	Iteration 36Q: 3 clusters Score -402235.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -402237.218750 Penalty: 2867.206787
	Iteration 37Q: 3 clusters Score -402237.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -402242.875000 Penalty: 2867.206787
	Iteration 38Q: 3 clusters Score -402242.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -402244.937500 Penalty: 2867.206787
	Iteration 39Q: 3 clusters Score -402244.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -402246.031250 Penalty: 2867.206787
	Iteration 40F: 3 clusters Score -402246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -402246.562500 Penalty: 2867.206787
	Iteration 41Q: 3 clusters Score -402246.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -402246.500000 Penalty: 2867.206787
	Iteration 42Q: 3 clusters Score -402246.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -402246.437500 Penalty: 2867.206787
	Iteration 43Q: 3 clusters Score -402246.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -402246.812500 Penalty: 2867.206787
	Iteration 44Q: 3 clusters Score -402246.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -402246.812500 Penalty: 2867.206787
	Iteration 45F: 3 clusters Score -402246.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Entering Unmasked Estep 
Score: -470463.250000 Penalty: 1459.052856
	Iteration 0F: 2 clusters Score -470463.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -464588.656250 Penalty: 2918.105713
	Iteration 0F: 3 clusters Score -464588.7 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -466735.625000 Penalty: 2918.105713
	Iteration 1F: 3 clusters Score -466735.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -467285.218750 Penalty: 2918.105713
	Iteration 2F: 3 clusters Score -467285.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -467816.718750 Penalty: 2918.105713
	Iteration 3F: 3 clusters Score -467816.7 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -468259.125000 Penalty: 2918.105713
	Iteration 4F: 3 clusters Score -468259.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -468641.718750 Penalty: 2918.105713
	Iteration 5F: 3 clusters Score -468641.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -468955.906250 Penalty: 2918.105713
	Iteration 6F: 3 clusters Score -468955.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -469197.343750 Penalty: 2918.105713
	Iteration 7Q: 3 clusters Score -469197.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -469361.093750 Penalty: 2918.105713
	Iteration 8Q: 3 clusters Score -469361.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -469495.656250 Penalty: 2918.105713
	Iteration 9Q: 3 clusters Score -469495.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -469637.593750 Penalty: 2918.105713
	Iteration 10Q: 3 clusters Score -469637.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -469767.968750 Penalty: 2918.105713
	Iteration 11Q: 3 clusters Score -469768 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -469876.562500 Penalty: 2918.105713
	Iteration 12Q: 3 clusters Score -469876.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -469949.031250 Penalty: 2918.105713
	Iteration 13Q: 3 clusters Score -469949 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -470007.125000 Penalty: 2918.105713
	Iteration 14Q: 3 clusters Score -470007.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -470040.875000 Penalty: 2918.105713
	Iteration 15Q: 3 clusters Score -470040.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -470061.031250 Penalty: 2918.105713
	Iteration 16Q: 3 clusters Score -470061 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -470073.906250 Penalty: 2918.105713
	Iteration 17Q: 3 clusters Score -470073.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -470083.937500 Penalty: 2918.105713
	Iteration 18Q: 3 clusters Score -470083.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -470090.031250 Penalty: 2918.105713
	Iteration 19Q: 3 clusters Score -470090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -470095.687500 Penalty: 2918.105713
	Iteration 20F: 3 clusters Score -470095.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -470099.000000 Penalty: 2918.105713
	Iteration 21Q: 3 clusters Score -470099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -470100.437500 Penalty: 2918.105713
	Iteration 22Q: 3 clusters Score -470100.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -470105.937500 Penalty: 2918.105713
	Iteration 23Q: 3 clusters Score -470105.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -470110.375000 Penalty: 2918.105713
	Iteration 24Q: 3 clusters Score -470110.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -470114.156250 Penalty: 2918.105713
	Iteration 25Q: 3 clusters Score -470114.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -470118.125000 Penalty: 2918.105713
	Iteration 26Q: 3 clusters Score -470118.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -470120.406250 Penalty: 2918.105713
	Iteration 27Q: 3 clusters Score -470120.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -470122.843750 Penalty: 2918.105713
	Iteration 28Q: 3 clusters Score -470122.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -470124.468750 Penalty: 2918.105713
	Iteration 29Q: 3 clusters Score -470124.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -470127.562500 Penalty: 2918.105713
	Iteration 30Q: 3 clusters Score -470127.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -470131.062500 Penalty: 2918.105713
	Iteration 31Q: 3 clusters Score -470131.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -470131.718750 Penalty: 2918.105713
	Iteration 32Q: 3 clusters Score -470131.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -470135.906250 Penalty: 2918.105713
	Iteration 33Q: 3 clusters Score -470135.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -470136.656250 Penalty: 2918.105713
	Iteration 34Q: 3 clusters Score -470136.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -470138.500000 Penalty: 2918.105713
	Iteration 35Q: 3 clusters Score -470138.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -470138.843750 Penalty: 2918.105713
	Iteration 36Q: 3 clusters Score -470138.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -470142.312500 Penalty: 2918.105713
	Iteration 37Q: 3 clusters Score -470142.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -470143.562500 Penalty: 2918.105713
	Iteration 38Q: 3 clusters Score -470143.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -470143.906250 Penalty: 2918.105713
	Iteration 39Q: 3 clusters Score -470143.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -470143.875000 Penalty: 2918.105713
	Iteration 40F: 3 clusters Score -470143.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -470143.968750 Penalty: 2918.105713
	Iteration 41Q: 3 clusters Score -470144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -470144.031250 Penalty: 2918.105713
	Iteration 42Q: 3 clusters Score -470144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -470143.843750 Penalty: 2918.105713
	Iteration 43Q: 3 clusters Score -470143.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -470143.843750 Penalty: 2918.105713
	Iteration 44F: 3 clusters Score -470143.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Entering Unmasked Estep 
Score: -407603.000000 Penalty: 1415.422119
	Iteration 0F: 2 clusters Score -407603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -402926.312500 Penalty: 2830.844238
	Iteration 0F: 3 clusters Score -402926.3 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -404316.812500 Penalty: 2830.844238
	Iteration 1F: 3 clusters Score -404316.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -404519.343750 Penalty: 2830.844238
	Iteration 2F: 3 clusters Score -404519.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -404653.531250 Penalty: 2830.844238
	Iteration 3Q: 3 clusters Score -404653.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -404756.656250 Penalty: 2830.844238
	Iteration 4Q: 3 clusters Score -404756.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -404843.750000 Penalty: 2830.844238
	Iteration 5Q: 3 clusters Score -404843.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -404922.343750 Penalty: 2830.844238
	Iteration 6Q: 3 clusters Score -404922.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -404981.843750 Penalty: 2830.844238
	Iteration 7Q: 3 clusters Score -404981.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -405027.125000 Penalty: 2830.844238
	Iteration 8Q: 3 clusters Score -405027.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -405066.468750 Penalty: 2830.844238
	Iteration 9Q: 3 clusters Score -405066.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -405106.125000 Penalty: 2830.844238
	Iteration 10Q: 3 clusters Score -405106.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -405148.125000 Penalty: 2830.844238
	Iteration 11Q: 3 clusters Score -405148.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -405191.531250 Penalty: 2830.844238
	Iteration 12Q: 3 clusters Score -405191.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -405238.375000 Penalty: 2830.844238
	Iteration 13Q: 3 clusters Score -405238.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -405291.062500 Penalty: 2830.844238
	Iteration 14Q: 3 clusters Score -405291.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -405345.781250 Penalty: 2830.844238
	Iteration 15Q: 3 clusters Score -405345.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -405408.218750 Penalty: 2830.844238
	Iteration 16Q: 3 clusters Score -405408.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -405474.187500 Penalty: 2830.844238
	Iteration 17Q: 3 clusters Score -405474.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -405545.500000 Penalty: 2830.844238
	Iteration 18Q: 3 clusters Score -405545.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -405606.906250 Penalty: 2830.844238
	Iteration 19Q: 3 clusters Score -405606.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -405667.062500 Penalty: 2830.844238
	Iteration 20F: 3 clusters Score -405667.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -405724.875000 Penalty: 2830.844238
	Iteration 21Q: 3 clusters Score -405724.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -405781.343750 Penalty: 2830.844238
	Iteration 22Q: 3 clusters Score -405781.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -405828.437500 Penalty: 2830.844238
	Iteration 23Q: 3 clusters Score -405828.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -405879.093750 Penalty: 2830.844238
	Iteration 24Q: 3 clusters Score -405879.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -405919.187500 Penalty: 2830.844238
	Iteration 25Q: 3 clusters Score -405919.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -405956.718750 Penalty: 2830.844238
	Iteration 26Q: 3 clusters Score -405956.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -405993.656250 Penalty: 2830.844238
	Iteration 27Q: 3 clusters Score -405993.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -406030.968750 Penalty: 2830.844238
	Iteration 28Q: 3 clusters Score -406031 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -406072.218750 Penalty: 2830.844238
	Iteration 29Q: 3 clusters Score -406072.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -406118.656250 Penalty: 2830.844238
	Iteration 30Q: 3 clusters Score -406118.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -406164.250000 Penalty: 2830.844238
	Iteration 31Q: 3 clusters Score -406164.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -406202.406250 Penalty: 2830.844238
	Iteration 32Q: 3 clusters Score -406202.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -406227.125000 Penalty: 2830.844238
	Iteration 33Q: 3 clusters Score -406227.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -406242.656250 Penalty: 2830.844238
	Iteration 34Q: 3 clusters Score -406242.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -406255.187500 Penalty: 2830.844238
	Iteration 35Q: 3 clusters Score -406255.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -406265.875000 Penalty: 2830.844238
	Iteration 36Q: 3 clusters Score -406265.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -406274.968750 Penalty: 2830.844238
	Iteration 37Q: 3 clusters Score -406275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -406281.593750 Penalty: 2830.844238
	Iteration 38Q: 3 clusters Score -406281.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -406289.531250 Penalty: 2830.844238
	Iteration 39Q: 3 clusters Score -406289.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -406297.343750 Penalty: 2830.844238
	Iteration 40F: 3 clusters Score -406297.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -406304.812500 Penalty: 2830.844238
	Iteration 41Q: 3 clusters Score -406304.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -406315.968750 Penalty: 2830.844238
	Iteration 42Q: 3 clusters Score -406316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -406326.093750 Penalty: 2830.844238
	Iteration 43Q: 3 clusters Score -406326.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -406334.656250 Penalty: 2830.844238
	Iteration 44Q: 3 clusters Score -406334.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -406341.375000 Penalty: 2830.844238
	Iteration 45Q: 3 clusters Score -406341.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -406346.656250 Penalty: 2830.844238
	Iteration 46Q: 3 clusters Score -406346.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -406353.156250 Penalty: 2830.844238
	Iteration 47Q: 3 clusters Score -406353.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -406359.750000 Penalty: 2830.844238
	Iteration 48Q: 3 clusters Score -406359.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -406365.156250 Penalty: 2830.844238
	Iteration 49Q: 3 clusters Score -406365.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -406370.593750 Penalty: 2830.844238
	Iteration 50Q: 3 clusters Score -406370.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -406374.250000 Penalty: 2830.844238
	Iteration 51Q: 3 clusters Score -406374.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -406378.312500 Penalty: 2830.844238
	Iteration 52Q: 3 clusters Score -406378.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -406381.000000 Penalty: 2830.844238
	Iteration 53Q: 3 clusters Score -406381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -406385.281250 Penalty: 2830.844238
	Iteration 54Q: 3 clusters Score -406385.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -406388.468750 Penalty: 2830.844238
	Iteration 55Q: 3 clusters Score -406388.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -406393.500000 Penalty: 2830.844238
	Iteration 56Q: 3 clusters Score -406393.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -406399.562500 Penalty: 2830.844238
	Iteration 57Q: 3 clusters Score -406399.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -406403.656250 Penalty: 2830.844238
	Iteration 58Q: 3 clusters Score -406403.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -406406.812500 Penalty: 2830.844238
	Iteration 59Q: 3 clusters Score -406406.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -406407.500000 Penalty: 2830.844238
	Iteration 60F: 3 clusters Score -406407.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -406411.500000 Penalty: 2830.844238
	Iteration 61Q: 3 clusters Score -406411.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -406418.125000 Penalty: 2830.844238
	Iteration 62Q: 3 clusters Score -406418.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -406421.906250 Penalty: 2830.844238
	Iteration 63Q: 3 clusters Score -406421.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -406425.843750 Penalty: 2830.844238
	Iteration 64Q: 3 clusters Score -406425.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -406427.656250 Penalty: 2830.844238
	Iteration 65Q: 3 clusters Score -406427.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -406429.562500 Penalty: 2830.844238
	Iteration 66Q: 3 clusters Score -406429.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -406430.031250 Penalty: 2830.844238
	Iteration 67Q: 3 clusters Score -406430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -406430.343750 Penalty: 2830.844238
	Iteration 68Q: 3 clusters Score -406430.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -406431.000000 Penalty: 2830.844238
	Iteration 69Q: 3 clusters Score -406431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -406431.000000 Penalty: 2830.844238
	Iteration 70F: 3 clusters Score -406431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Entering Unmasked Estep 
Score: -470986.156250 Penalty: 1460.358643
	Iteration 0F: 2 clusters Score -470986.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -465134.531250 Penalty: 2920.717285
	Iteration 0F: 3 clusters Score -465134.5 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -467052.250000 Penalty: 2920.717285
	Iteration 1F: 3 clusters Score -467052.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -467598.750000 Penalty: 2920.717285
	Iteration 2F: 3 clusters Score -467598.8 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -468137.375000 Penalty: 2920.717285
	Iteration 3F: 3 clusters Score -468137.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -468564.906250 Penalty: 2920.717285
	Iteration 4F: 3 clusters Score -468564.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -468931.468750 Penalty: 2920.717285
	Iteration 5F: 3 clusters Score -468931.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -469327.812500 Penalty: 2920.717285
	Iteration 6F: 3 clusters Score -469327.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -469705.375000 Penalty: 2920.717285
	Iteration 7F: 3 clusters Score -469705.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -470058.968750 Penalty: 2920.717285
	Iteration 8F: 3 clusters Score -470059 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -470315.812500 Penalty: 2920.717285
	Iteration 9Q: 3 clusters Score -470315.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -470489.593750 Penalty: 2920.717285
	Iteration 10Q: 3 clusters Score -470489.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -470600.031250 Penalty: 2920.717285
	Iteration 11Q: 3 clusters Score -470600 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -470677.718750 Penalty: 2920.717285
	Iteration 12Q: 3 clusters Score -470677.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -470732.343750 Penalty: 2920.717285
	Iteration 13Q: 3 clusters Score -470732.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -470767.656250 Penalty: 2920.717285
	Iteration 14Q: 3 clusters Score -470767.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -470784.625000 Penalty: 2920.717285
	Iteration 15Q: 3 clusters Score -470784.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -470796.687500 Penalty: 2920.717285
	Iteration 16Q: 3 clusters Score -470796.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -470807.656250 Penalty: 2920.717285
	Iteration 17Q: 3 clusters Score -470807.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -470819.156250 Penalty: 2920.717285
	Iteration 18Q: 3 clusters Score -470819.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -470822.906250 Penalty: 2920.717285
	Iteration 19Q: 3 clusters Score -470822.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -470903.218750 Penalty: 2920.717285
	Iteration 20F: 3 clusters Score -470903.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -471251.156250 Penalty: 2920.717285
	Iteration 21Q: 3 clusters Score -471251.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -471369.437500 Penalty: 2920.717285
	Iteration 22Q: 3 clusters Score -471369.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -471391.000000 Penalty: 2920.717285
	Iteration 23Q: 3 clusters Score -471391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -471402.187500 Penalty: 2920.717285
	Iteration 24Q: 3 clusters Score -471402.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -471411.125000 Penalty: 2920.717285
	Iteration 25Q: 3 clusters Score -471411.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -471417.625000 Penalty: 2920.717285
	Iteration 26Q: 3 clusters Score -471417.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -471422.750000 Penalty: 2920.717285
	Iteration 27Q: 3 clusters Score -471422.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -471427.531250 Penalty: 2920.717285
	Iteration 28Q: 3 clusters Score -471427.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -471431.593750 Penalty: 2920.717285
	Iteration 29Q: 3 clusters Score -471431.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -471434.781250 Penalty: 2920.717285
	Iteration 30Q: 3 clusters Score -471434.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -471436.625000 Penalty: 2920.717285
	Iteration 31Q: 3 clusters Score -471436.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -471436.968750 Penalty: 2920.717285
	Iteration 32Q: 3 clusters Score -471437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -471437.906250 Penalty: 2920.717285
	Iteration 33Q: 3 clusters Score -471437.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -471437.906250 Penalty: 2920.717285
	Iteration 34F: 3 clusters Score -471437.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 12880 members 
Mstep: Class 3 contains 2090 members 
Mstep: Class 4 contains 2590 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53453 members 
Mstep: Class 7 contains 8401 members 
Mstep: Class 8 contains 84943 members 
Mstep: Class 9 contains 10792 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 7933 members 
Mstep: Class 13 contains 6065 members 
Mstep: Class 14 contains 564 members 
Mstep: Class 15 contains 14817 members 
Mstep: Class 16 contains 5442 members 
Mstep: Class 17 contains 1586 members 
Mstep: Class 18 contains 49542 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 9388 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 5063 members 
Mstep: Class 23 contains 10816 members 
Mstep: Class 24 contains 1138 members 
Mstep: Class 25 contains 7433 members 
Entering Unmasked Estep 
Score: -21343184.000000 Penalty: 51972.636719
Splitting cluster 14 changes total score from -21343454.000000 to -21343184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (14817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Entering Unmasked Estep 
Score: -884618.812500 Penalty: 1560.573730
	Iteration 0F: 2 clusters Score -884618.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -874297.812500 Penalty: 3121.147461
	Iteration 0F: 3 clusters Score -874297.8 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -878214.562500 Penalty: 3121.147461
	Iteration 1F: 3 clusters Score -878214.6 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -878785.375000 Penalty: 3121.147461
	Iteration 2F: 3 clusters Score -878785.4 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -879438.125000 Penalty: 3121.147461
	Iteration 3F: 3 clusters Score -879438.1 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -880104.562500 Penalty: 3121.147461
	Iteration 4F: 3 clusters Score -880104.6 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -880789.375000 Penalty: 3121.147461
	Iteration 5F: 3 clusters Score -880789.4 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -881475.500000 Penalty: 3121.147461
	Iteration 6F: 3 clusters Score -881475.5 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -882053.750000 Penalty: 3121.147461
	Iteration 7F: 3 clusters Score -882053.8 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -882565.312500 Penalty: 3121.147461
	Iteration 8Q: 3 clusters Score -882565.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -882986.750000 Penalty: 3121.147461
	Iteration 9Q: 3 clusters Score -882986.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -883369.687500 Penalty: 3121.147461
	Iteration 10Q: 3 clusters Score -883369.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -883690.187500 Penalty: 3121.147461
	Iteration 11Q: 3 clusters Score -883690.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -883923.375000 Penalty: 3121.147461
	Iteration 12Q: 3 clusters Score -883923.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -884123.437500 Penalty: 3121.147461
	Iteration 13Q: 3 clusters Score -884123.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -884219.812500 Penalty: 3121.147461
	Iteration 14Q: 3 clusters Score -884219.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -884283.500000 Penalty: 3121.147461
	Iteration 15Q: 3 clusters Score -884283.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -884311.437500 Penalty: 3121.147461
	Iteration 16Q: 3 clusters Score -884311.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -884326.687500 Penalty: 3121.147461
	Iteration 17Q: 3 clusters Score -884326.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -884337.187500 Penalty: 3121.147461
	Iteration 18Q: 3 clusters Score -884337.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -884346.187500 Penalty: 3121.147461
	Iteration 19Q: 3 clusters Score -884346.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -884350.500000 Penalty: 3121.147461
	Iteration 20F: 3 clusters Score -884350.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -884361.187500 Penalty: 3121.147461
	Iteration 21Q: 3 clusters Score -884361.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -884364.062500 Penalty: 3121.147461
	Iteration 22Q: 3 clusters Score -884364.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -884368.187500 Penalty: 3121.147461
	Iteration 23Q: 3 clusters Score -884368.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -884371.062500 Penalty: 3121.147461
	Iteration 24Q: 3 clusters Score -884371.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -884373.875000 Penalty: 3121.147461
	Iteration 25Q: 3 clusters Score -884373.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -884376.437500 Penalty: 3121.147461
	Iteration 26Q: 3 clusters Score -884376.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -884377.500000 Penalty: 3121.147461
	Iteration 27Q: 3 clusters Score -884377.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -884379.312500 Penalty: 3121.147461
	Iteration 28Q: 3 clusters Score -884379.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -884381.875000 Penalty: 3121.147461
	Iteration 29Q: 3 clusters Score -884381.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -884383.687500 Penalty: 3121.147461
	Iteration 30Q: 3 clusters Score -884383.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -884384.125000 Penalty: 3121.147461
	Iteration 31Q: 3 clusters Score -884384.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -884387.875000 Penalty: 3121.147461
	Iteration 32Q: 3 clusters Score -884387.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -884389.625000 Penalty: 3121.147461
	Iteration 33Q: 3 clusters Score -884389.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -884389.625000 Penalty: 3121.147461
	Iteration 34F: 3 clusters Score -884389.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Entering Unmasked Estep 
Score: -276337.187500 Penalty: 1397.809082
	Iteration 0F: 2 clusters Score -276337.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -272116.531250 Penalty: 2795.618164
	Iteration 0F: 3 clusters Score -272116.5 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -273506.125000 Penalty: 2795.618164
	Iteration 1F: 3 clusters Score -273506.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -273815.968750 Penalty: 2795.618164
	Iteration 2F: 3 clusters Score -273816 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -274081.125000 Penalty: 2795.618164
	Iteration 3F: 3 clusters Score -274081.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -274286.625000 Penalty: 2795.618164
	Iteration 4F: 3 clusters Score -274286.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -274421.406250 Penalty: 2795.618164
	Iteration 5Q: 3 clusters Score -274421.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -274532.968750 Penalty: 2795.618164
	Iteration 6Q: 3 clusters Score -274533 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -274603.968750 Penalty: 2795.618164
	Iteration 7Q: 3 clusters Score -274604 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -274653.906250 Penalty: 2795.618164
	Iteration 8Q: 3 clusters Score -274653.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -274698.093750 Penalty: 2795.618164
	Iteration 9Q: 3 clusters Score -274698.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -274736.437500 Penalty: 2795.618164
	Iteration 10Q: 3 clusters Score -274736.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -274767.625000 Penalty: 2795.618164
	Iteration 11Q: 3 clusters Score -274767.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -274791.250000 Penalty: 2795.618164
	Iteration 12Q: 3 clusters Score -274791.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -274820.562500 Penalty: 2795.618164
	Iteration 13Q: 3 clusters Score -274820.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -274845.156250 Penalty: 2795.618164
	Iteration 14Q: 3 clusters Score -274845.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -274873.562500 Penalty: 2795.618164
	Iteration 15Q: 3 clusters Score -274873.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -274912.781250 Penalty: 2795.618164
	Iteration 16Q: 3 clusters Score -274912.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -274950.531250 Penalty: 2795.618164
	Iteration 17Q: 3 clusters Score -274950.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -274986.625000 Penalty: 2795.618164
	Iteration 18Q: 3 clusters Score -274986.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -275012.218750 Penalty: 2795.618164
	Iteration 19Q: 3 clusters Score -275012.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -275038.375000 Penalty: 2795.618164
	Iteration 20F: 3 clusters Score -275038.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -275062.031250 Penalty: 2795.618164
	Iteration 21Q: 3 clusters Score -275062 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -275087.125000 Penalty: 2795.618164
	Iteration 22Q: 3 clusters Score -275087.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -275111.406250 Penalty: 2795.618164
	Iteration 23Q: 3 clusters Score -275111.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -275136.468750 Penalty: 2795.618164
	Iteration 24Q: 3 clusters Score -275136.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -275156.250000 Penalty: 2795.618164
	Iteration 25Q: 3 clusters Score -275156.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -275180.000000 Penalty: 2795.618164
	Iteration 26Q: 3 clusters Score -275180 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -275202.343750 Penalty: 2795.618164
	Iteration 27Q: 3 clusters Score -275202.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -275229.656250 Penalty: 2795.618164
	Iteration 28Q: 3 clusters Score -275229.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -275255.000000 Penalty: 2795.618164
	Iteration 29Q: 3 clusters Score -275255 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -275280.281250 Penalty: 2795.618164
	Iteration 30Q: 3 clusters Score -275280.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -275300.437500 Penalty: 2795.618164
	Iteration 31Q: 3 clusters Score -275300.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -275315.593750 Penalty: 2795.618164
	Iteration 32Q: 3 clusters Score -275315.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -275330.968750 Penalty: 2795.618164
	Iteration 33Q: 3 clusters Score -275331 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -275349.312500 Penalty: 2795.618164
	Iteration 34Q: 3 clusters Score -275349.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -275370.031250 Penalty: 2795.618164
	Iteration 35Q: 3 clusters Score -275370 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -275391.625000 Penalty: 2795.618164
	Iteration 36Q: 3 clusters Score -275391.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -275409.687500 Penalty: 2795.618164
	Iteration 37Q: 3 clusters Score -275409.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -275426.750000 Penalty: 2795.618164
	Iteration 38Q: 3 clusters Score -275426.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -275440.281250 Penalty: 2795.618164
	Iteration 39Q: 3 clusters Score -275440.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -275447.218750 Penalty: 2795.618164
	Iteration 40F: 3 clusters Score -275447.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -275454.468750 Penalty: 2795.618164
	Iteration 41Q: 3 clusters Score -275454.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -275459.937500 Penalty: 2795.618164
	Iteration 42Q: 3 clusters Score -275459.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -275463.250000 Penalty: 2795.618164
	Iteration 43Q: 3 clusters Score -275463.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -275471.625000 Penalty: 2795.618164
	Iteration 44Q: 3 clusters Score -275471.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -275481.406250 Penalty: 2795.618164
	Iteration 45Q: 3 clusters Score -275481.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -275496.375000 Penalty: 2795.618164
	Iteration 46Q: 3 clusters Score -275496.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -275510.406250 Penalty: 2795.618164
	Iteration 47Q: 3 clusters Score -275510.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -275522.875000 Penalty: 2795.618164
	Iteration 48Q: 3 clusters Score -275522.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -275537.687500 Penalty: 2795.618164
	Iteration 49Q: 3 clusters Score -275537.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -275550.687500 Penalty: 2795.618164
	Iteration 50Q: 3 clusters Score -275550.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -275559.562500 Penalty: 2795.618164
	Iteration 51Q: 3 clusters Score -275559.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -275566.343750 Penalty: 2795.618164
	Iteration 52Q: 3 clusters Score -275566.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -275572.281250 Penalty: 2795.618164
	Iteration 53Q: 3 clusters Score -275572.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -275576.656250 Penalty: 2795.618164
	Iteration 54Q: 3 clusters Score -275576.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -275582.187500 Penalty: 2795.618164
	Iteration 55Q: 3 clusters Score -275582.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -275586.281250 Penalty: 2795.618164
	Iteration 56Q: 3 clusters Score -275586.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -275590.187500 Penalty: 2795.618164
	Iteration 57Q: 3 clusters Score -275590.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -275594.406250 Penalty: 2795.618164
	Iteration 58Q: 3 clusters Score -275594.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -275598.468750 Penalty: 2795.618164
	Iteration 59Q: 3 clusters Score -275598.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -275601.000000 Penalty: 2795.618164
	Iteration 60F: 3 clusters Score -275601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -275604.906250 Penalty: 2795.618164
	Iteration 61Q: 3 clusters Score -275604.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -275609.281250 Penalty: 2795.618164
	Iteration 62Q: 3 clusters Score -275609.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -275613.812500 Penalty: 2795.618164
	Iteration 63Q: 3 clusters Score -275613.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -275618.000000 Penalty: 2795.618164
	Iteration 64Q: 3 clusters Score -275618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -275621.281250 Penalty: 2795.618164
	Iteration 65Q: 3 clusters Score -275621.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -275625.093750 Penalty: 2795.618164
	Iteration 66Q: 3 clusters Score -275625.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -275626.875000 Penalty: 2795.618164
	Iteration 67Q: 3 clusters Score -275626.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -275630.906250 Penalty: 2795.618164
	Iteration 68Q: 3 clusters Score -275630.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -275632.937500 Penalty: 2795.618164
	Iteration 69Q: 3 clusters Score -275632.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -275636.500000 Penalty: 2795.618164
	Iteration 70Q: 3 clusters Score -275636.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -275637.625000 Penalty: 2795.618164
	Iteration 71Q: 3 clusters Score -275637.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -275639.187500 Penalty: 2795.618164
	Iteration 72Q: 3 clusters Score -275639.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -275640.718750 Penalty: 2795.618164
	Iteration 73Q: 3 clusters Score -275640.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -275642.531250 Penalty: 2795.618164
	Iteration 74Q: 3 clusters Score -275642.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -275643.812500 Penalty: 2795.618164
	Iteration 75Q: 3 clusters Score -275643.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -275645.125000 Penalty: 2795.618164
	Iteration 76Q: 3 clusters Score -275645.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -275645.125000 Penalty: 2795.618164
	Iteration 77Q: 3 clusters Score -275645.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -275645.000000 Penalty: 2795.618164
	Iteration 78Q: 3 clusters Score -275645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -275645.000000 Penalty: 2795.618164
	Iteration 79F: 3 clusters Score -275645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Entering Unmasked Estep 
Score: -91802.875000 Penalty: 1197.457642
	Iteration 0F: 2 clusters Score -91802.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -89988.468750 Penalty: 2394.915283
	Iteration 0F: 3 clusters Score -89988.47 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -90368.453125 Penalty: 2394.915283
	Iteration 1F: 3 clusters Score -90368.45 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -90455.757812 Penalty: 2394.915283
	Iteration 2F: 3 clusters Score -90455.76 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -90526.343750 Penalty: 2394.915283
	Iteration 3Q: 3 clusters Score -90526.34 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -90589.289062 Penalty: 2394.915283
	Iteration 4Q: 3 clusters Score -90589.29 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -90647.750000 Penalty: 2394.915283
	Iteration 5Q: 3 clusters Score -90647.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -90677.601562 Penalty: 2394.915283
	Iteration 6Q: 3 clusters Score -90677.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -90710.750000 Penalty: 2394.915283
	Iteration 7Q: 3 clusters Score -90710.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -90744.492188 Penalty: 2394.915283
	Iteration 8Q: 3 clusters Score -90744.49 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -90793.765625 Penalty: 2394.915283
	Iteration 9Q: 3 clusters Score -90793.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -90841.070312 Penalty: 2394.915283
	Iteration 10Q: 3 clusters Score -90841.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -90892.656250 Penalty: 2394.915283
	Iteration 11Q: 3 clusters Score -90892.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -90954.101562 Penalty: 2394.915283
	Iteration 12Q: 3 clusters Score -90954.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -91027.765625 Penalty: 2394.915283
	Iteration 13Q: 3 clusters Score -91027.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -91090.460938 Penalty: 2394.915283
	Iteration 14Q: 3 clusters Score -91090.46 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -91149.687500 Penalty: 2394.915283
	Iteration 15Q: 3 clusters Score -91149.69 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -91212.593750 Penalty: 2394.915283
	Iteration 16Q: 3 clusters Score -91212.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -91252.906250 Penalty: 2394.915283
	Iteration 17Q: 3 clusters Score -91252.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -91292.703125 Penalty: 2394.915283
	Iteration 18Q: 3 clusters Score -91292.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -91331.484375 Penalty: 2394.915283
	Iteration 19Q: 3 clusters Score -91331.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -91373.187500 Penalty: 2394.915283
	Iteration 20F: 3 clusters Score -91373.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -91401.242188 Penalty: 2394.915283
	Iteration 21Q: 3 clusters Score -91401.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -91426.585938 Penalty: 2394.915283
	Iteration 22Q: 3 clusters Score -91426.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -91443.992188 Penalty: 2394.915283
	Iteration 23Q: 3 clusters Score -91443.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -91458.515625 Penalty: 2394.915283
	Iteration 24Q: 3 clusters Score -91458.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -91471.578125 Penalty: 2394.915283
	Iteration 25Q: 3 clusters Score -91471.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -91479.750000 Penalty: 2394.915283
	Iteration 26Q: 3 clusters Score -91479.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -91484.000000 Penalty: 2394.915283
	Iteration 27Q: 3 clusters Score -91484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -91484.632812 Penalty: 2394.915283
	Iteration 28Q: 3 clusters Score -91484.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -91484.632812 Penalty: 2394.915283
	Iteration 29F: 3 clusters Score -91484.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49542 members 
Entering Unmasked Estep 
Score: -3034428.500000 Penalty: 1756.718628
	Iteration 0F: 2 clusters Score -3034428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -3001263.750000 Penalty: 3513.437256
	Iteration 0F: 3 clusters Score -3001264 nChanged 23289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -3014407.250000 Penalty: 3513.437256
	Iteration 1F: 3 clusters Score -3014407 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -3014935.250000 Penalty: 3513.437256
	Iteration 2Q: 3 clusters Score -3014935 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -3015706.000000 Penalty: 3513.437256
	Iteration 3Q: 3 clusters Score -3015706 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -3016905.000000 Penalty: 3513.437256
	Iteration 4Q: 3 clusters Score -3016905 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -3018995.000000 Penalty: 3513.437256
	Iteration 5F: 3 clusters Score -3018995 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -3021990.000000 Penalty: 3513.437256
	Iteration 6F: 3 clusters Score -3021990 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -3025709.750000 Penalty: 3513.437256
	Iteration 7F: 3 clusters Score -3025710 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
Score: -3029184.750000 Penalty: 3513.437256
	Iteration 8F: 3 clusters Score -3029185 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -3031315.000000 Penalty: 3513.437256
	Iteration 9Q: 3 clusters Score -3031315 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -3032295.000000 Penalty: 3513.437256
	Iteration 10Q: 3 clusters Score -3032295 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -3032641.250000 Penalty: 3513.437256
	Iteration 11Q: 3 clusters Score -3032641 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -3032777.500000 Penalty: 3513.437256
	Iteration 12Q: 3 clusters Score -3032778 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -3032837.500000 Penalty: 3513.437256
	Iteration 13Q: 3 clusters Score -3032838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -3032876.500000 Penalty: 3513.437256
	Iteration 14Q: 3 clusters Score -3032876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -3032898.000000 Penalty: 3513.437256
	Iteration 15Q: 3 clusters Score -3032898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -3032900.000000 Penalty: 3513.437256
	Iteration 16Q: 3 clusters Score -3032900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -3032901.500000 Penalty: 3513.437256
	Iteration 17Q: 3 clusters Score -3032902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -3032904.000000 Penalty: 3513.437256
	Iteration 18Q: 3 clusters Score -3032904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -3032904.000000 Penalty: 3513.437256
	Iteration 19F: 3 clusters Score -3032904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Entering Unmasked Estep 
Score: -329172.718750 Penalty: 1384.303711
	Iteration 0F: 2 clusters Score -329172.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -325197.531250 Penalty: 2768.607422
	Iteration 0F: 3 clusters Score -325197.5 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -326282.843750 Penalty: 2768.607422
	Iteration 1F: 3 clusters Score -326282.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -326422.000000 Penalty: 2768.607422
	Iteration 2F: 3 clusters Score -326422 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -326524.625000 Penalty: 2768.607422
	Iteration 3Q: 3 clusters Score -326524.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -326598.406250 Penalty: 2768.607422
	Iteration 4Q: 3 clusters Score -326598.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -326667.875000 Penalty: 2768.607422
	Iteration 5Q: 3 clusters Score -326667.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -326737.812500 Penalty: 2768.607422
	Iteration 6Q: 3 clusters Score -326737.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -326810.093750 Penalty: 2768.607422
	Iteration 7Q: 3 clusters Score -326810.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -326892.531250 Penalty: 2768.607422
	Iteration 8Q: 3 clusters Score -326892.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -326976.500000 Penalty: 2768.607422
	Iteration 9Q: 3 clusters Score -326976.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -327097.406250 Penalty: 2768.607422
	Iteration 10Q: 3 clusters Score -327097.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -327236.562500 Penalty: 2768.607422
	Iteration 11Q: 3 clusters Score -327236.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -327376.812500 Penalty: 2768.607422
	Iteration 12Q: 3 clusters Score -327376.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -327510.937500 Penalty: 2768.607422
	Iteration 13Q: 3 clusters Score -327510.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -327631.656250 Penalty: 2768.607422
	Iteration 14Q: 3 clusters Score -327631.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -327738.375000 Penalty: 2768.607422
	Iteration 15Q: 3 clusters Score -327738.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -327806.843750 Penalty: 2768.607422
	Iteration 16Q: 3 clusters Score -327806.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -327848.593750 Penalty: 2768.607422
	Iteration 17Q: 3 clusters Score -327848.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -327870.437500 Penalty: 2768.607422
	Iteration 18Q: 3 clusters Score -327870.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -327892.375000 Penalty: 2768.607422
	Iteration 19Q: 3 clusters Score -327892.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -327915.312500 Penalty: 2768.607422
	Iteration 20F: 3 clusters Score -327915.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -327928.843750 Penalty: 2768.607422
	Iteration 21Q: 3 clusters Score -327928.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -327943.000000 Penalty: 2768.607422
	Iteration 22Q: 3 clusters Score -327943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -327953.968750 Penalty: 2768.607422
	Iteration 23Q: 3 clusters Score -327954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -327959.093750 Penalty: 2768.607422
	Iteration 24Q: 3 clusters Score -327959.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -327960.406250 Penalty: 2768.607422
	Iteration 25Q: 3 clusters Score -327960.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -327961.062500 Penalty: 2768.607422
	Iteration 26Q: 3 clusters Score -327961.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -327961.062500 Penalty: 2768.607422
	Iteration 27F: 3 clusters Score -327961.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Entering Unmasked Estep 
Score: -599004.437500 Penalty: 1486.417969
	Iteration 0F: 2 clusters Score -599004.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -592208.312500 Penalty: 2972.835938
	Iteration 0F: 3 clusters Score -592208.3 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -594460.062500 Penalty: 2972.835938
	Iteration 1F: 3 clusters Score -594460.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -594712.250000 Penalty: 2972.835938
	Iteration 2F: 3 clusters Score -594712.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -594936.875000 Penalty: 2972.835938
	Iteration 3F: 3 clusters Score -594936.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -595142.750000 Penalty: 2972.835938
	Iteration 4Q: 3 clusters Score -595142.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -595361.062500 Penalty: 2972.835938
	Iteration 5Q: 3 clusters Score -595361.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -595630.250000 Penalty: 2972.835938
	Iteration 6Q: 3 clusters Score -595630.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -595923.500000 Penalty: 2972.835938
	Iteration 7Q: 3 clusters Score -595923.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -596251.062500 Penalty: 2972.835938
	Iteration 8Q: 3 clusters Score -596251.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -596620.750000 Penalty: 2972.835938
	Iteration 9Q: 3 clusters Score -596620.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -596917.062500 Penalty: 2972.835938
	Iteration 10Q: 3 clusters Score -596917.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -597162.875000 Penalty: 2972.835938
	Iteration 11Q: 3 clusters Score -597162.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -597354.125000 Penalty: 2972.835938
	Iteration 12Q: 3 clusters Score -597354.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -597473.437500 Penalty: 2972.835938
	Iteration 13Q: 3 clusters Score -597473.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -597546.000000 Penalty: 2972.835938
	Iteration 14Q: 3 clusters Score -597546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -597601.375000 Penalty: 2972.835938
	Iteration 15Q: 3 clusters Score -597601.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -597631.312500 Penalty: 2972.835938
	Iteration 16Q: 3 clusters Score -597631.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -597644.625000 Penalty: 2972.835938
	Iteration 17Q: 3 clusters Score -597644.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -597660.125000 Penalty: 2972.835938
	Iteration 18Q: 3 clusters Score -597660.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -597672.625000 Penalty: 2972.835938
	Iteration 19Q: 3 clusters Score -597672.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -597682.750000 Penalty: 2972.835938
	Iteration 20F: 3 clusters Score -597682.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -597696.750000 Penalty: 2972.835938
	Iteration 21Q: 3 clusters Score -597696.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -597705.125000 Penalty: 2972.835938
	Iteration 22Q: 3 clusters Score -597705.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -597707.000000 Penalty: 2972.835938
	Iteration 23Q: 3 clusters Score -597707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -597707.000000 Penalty: 2972.835938
	Iteration 24F: 3 clusters Score -597707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Entering Unmasked Estep 
Score: -269686.843750 Penalty: 1374.610229
	Iteration 0F: 2 clusters Score -269686.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -265885.937500 Penalty: 2749.220459
	Iteration 0F: 3 clusters Score -265885.9 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -266973.343750 Penalty: 2749.220459
	Iteration 1F: 3 clusters Score -266973.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -267196.718750 Penalty: 2749.220459
	Iteration 2F: 3 clusters Score -267196.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -267394.562500 Penalty: 2749.220459
	Iteration 3F: 3 clusters Score -267394.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -267540.812500 Penalty: 2749.220459
	Iteration 4F: 3 clusters Score -267540.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -267654.093750 Penalty: 2749.220459
	Iteration 5Q: 3 clusters Score -267654.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -267741.062500 Penalty: 2749.220459
	Iteration 6Q: 3 clusters Score -267741.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -267813.781250 Penalty: 2749.220459
	Iteration 7Q: 3 clusters Score -267813.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -267897.718750 Penalty: 2749.220459
	Iteration 8Q: 3 clusters Score -267897.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -267981.843750 Penalty: 2749.220459
	Iteration 9Q: 3 clusters Score -267981.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -268062.281250 Penalty: 2749.220459
	Iteration 10Q: 3 clusters Score -268062.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -268127.312500 Penalty: 2749.220459
	Iteration 11Q: 3 clusters Score -268127.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -268172.406250 Penalty: 2749.220459
	Iteration 12Q: 3 clusters Score -268172.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -268202.218750 Penalty: 2749.220459
	Iteration 13Q: 3 clusters Score -268202.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -268238.281250 Penalty: 2749.220459
	Iteration 14Q: 3 clusters Score -268238.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -268268.375000 Penalty: 2749.220459
	Iteration 15Q: 3 clusters Score -268268.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -268293.500000 Penalty: 2749.220459
	Iteration 16Q: 3 clusters Score -268293.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -268316.093750 Penalty: 2749.220459
	Iteration 17Q: 3 clusters Score -268316.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -268334.125000 Penalty: 2749.220459
	Iteration 18Q: 3 clusters Score -268334.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -268351.687500 Penalty: 2749.220459
	Iteration 19Q: 3 clusters Score -268351.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -268369.093750 Penalty: 2749.220459
	Iteration 20F: 3 clusters Score -268369.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -268385.625000 Penalty: 2749.220459
	Iteration 21Q: 3 clusters Score -268385.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -268404.093750 Penalty: 2749.220459
	Iteration 22Q: 3 clusters Score -268404.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -268422.750000 Penalty: 2749.220459
	Iteration 23Q: 3 clusters Score -268422.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -268440.187500 Penalty: 2749.220459
	Iteration 24Q: 3 clusters Score -268440.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -268451.656250 Penalty: 2749.220459
	Iteration 25Q: 3 clusters Score -268451.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -268458.937500 Penalty: 2749.220459
	Iteration 26Q: 3 clusters Score -268458.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -268464.781250 Penalty: 2749.220459
	Iteration 27Q: 3 clusters Score -268464.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -268468.562500 Penalty: 2749.220459
	Iteration 28Q: 3 clusters Score -268468.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -268473.906250 Penalty: 2749.220459
	Iteration 29Q: 3 clusters Score -268473.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -268478.750000 Penalty: 2749.220459
	Iteration 30Q: 3 clusters Score -268478.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -268484.843750 Penalty: 2749.220459
	Iteration 31Q: 3 clusters Score -268484.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -268488.906250 Penalty: 2749.220459
	Iteration 32Q: 3 clusters Score -268488.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -268493.062500 Penalty: 2749.220459
	Iteration 33Q: 3 clusters Score -268493.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -268499.625000 Penalty: 2749.220459
	Iteration 34Q: 3 clusters Score -268499.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -268506.531250 Penalty: 2749.220459
	Iteration 35Q: 3 clusters Score -268506.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -268514.906250 Penalty: 2749.220459
	Iteration 36Q: 3 clusters Score -268514.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -268522.281250 Penalty: 2749.220459
	Iteration 37Q: 3 clusters Score -268522.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -268528.687500 Penalty: 2749.220459
	Iteration 38Q: 3 clusters Score -268528.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -268539.906250 Penalty: 2749.220459
	Iteration 39Q: 3 clusters Score -268539.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -268551.687500 Penalty: 2749.220459
	Iteration 40F: 3 clusters Score -268551.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -268562.906250 Penalty: 2749.220459
	Iteration 41Q: 3 clusters Score -268562.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -268571.000000 Penalty: 2749.220459
	Iteration 42Q: 3 clusters Score -268571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -268578.281250 Penalty: 2749.220459
	Iteration 43Q: 3 clusters Score -268578.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -268586.968750 Penalty: 2749.220459
	Iteration 44Q: 3 clusters Score -268587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -268592.250000 Penalty: 2749.220459
	Iteration 45Q: 3 clusters Score -268592.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -268597.406250 Penalty: 2749.220459
	Iteration 46Q: 3 clusters Score -268597.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -268603.687500 Penalty: 2749.220459
	Iteration 47Q: 3 clusters Score -268603.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -268610.781250 Penalty: 2749.220459
	Iteration 48Q: 3 clusters Score -268610.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -268620.593750 Penalty: 2749.220459
	Iteration 49Q: 3 clusters Score -268620.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -268628.906250 Penalty: 2749.220459
	Iteration 50Q: 3 clusters Score -268628.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -268636.093750 Penalty: 2749.220459
	Iteration 51Q: 3 clusters Score -268636.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -268642.718750 Penalty: 2749.220459
	Iteration 52Q: 3 clusters Score -268642.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -268646.687500 Penalty: 2749.220459
	Iteration 53Q: 3 clusters Score -268646.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -268651.593750 Penalty: 2749.220459
	Iteration 54Q: 3 clusters Score -268651.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -268655.562500 Penalty: 2749.220459
	Iteration 55Q: 3 clusters Score -268655.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -268663.312500 Penalty: 2749.220459
	Iteration 56Q: 3 clusters Score -268663.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -268668.468750 Penalty: 2749.220459
	Iteration 57Q: 3 clusters Score -268668.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -268671.625000 Penalty: 2749.220459
	Iteration 58Q: 3 clusters Score -268671.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -268672.968750 Penalty: 2749.220459
	Iteration 59Q: 3 clusters Score -268673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -268673.656250 Penalty: 2749.220459
	Iteration 60F: 3 clusters Score -268673.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -268674.468750 Penalty: 2749.220459
	Iteration 61Q: 3 clusters Score -268674.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -268675.218750 Penalty: 2749.220459
	Iteration 62Q: 3 clusters Score -268675.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -268675.750000 Penalty: 2749.220459
	Iteration 63Q: 3 clusters Score -268675.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -268675.750000 Penalty: 2749.220459
	Iteration 64F: 3 clusters Score -268675.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Entering Unmasked Estep 
Score: -314688.968750 Penalty: 1386.078613
	Iteration 0F: 2 clusters Score -314689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -310685.625000 Penalty: 2772.157227
	Iteration 0F: 3 clusters Score -310685.6 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -311776.250000 Penalty: 2772.157227
	Iteration 1F: 3 clusters Score -311776.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -312007.812500 Penalty: 2772.157227
	Iteration 2F: 3 clusters Score -312007.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -312157.343750 Penalty: 2772.157227
	Iteration 3F: 3 clusters Score -312157.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -312277.812500 Penalty: 2772.157227
	Iteration 4Q: 3 clusters Score -312277.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -312352.718750 Penalty: 2772.157227
	Iteration 5Q: 3 clusters Score -312352.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -312405.500000 Penalty: 2772.157227
	Iteration 6Q: 3 clusters Score -312405.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -312454.406250 Penalty: 2772.157227
	Iteration 7Q: 3 clusters Score -312454.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -312498.250000 Penalty: 2772.157227
	Iteration 8Q: 3 clusters Score -312498.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -312539.218750 Penalty: 2772.157227
	Iteration 9Q: 3 clusters Score -312539.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -312569.937500 Penalty: 2772.157227
	Iteration 10Q: 3 clusters Score -312569.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -312604.125000 Penalty: 2772.157227
	Iteration 11Q: 3 clusters Score -312604.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -312646.093750 Penalty: 2772.157227
	Iteration 12Q: 3 clusters Score -312646.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -312700.093750 Penalty: 2772.157227
	Iteration 13Q: 3 clusters Score -312700.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -312771.750000 Penalty: 2772.157227
	Iteration 14Q: 3 clusters Score -312771.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -312864.875000 Penalty: 2772.157227
	Iteration 15Q: 3 clusters Score -312864.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -312968.468750 Penalty: 2772.157227
	Iteration 16Q: 3 clusters Score -312968.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -313086.187500 Penalty: 2772.157227
	Iteration 17Q: 3 clusters Score -313086.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -313205.968750 Penalty: 2772.157227
	Iteration 18Q: 3 clusters Score -313206 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -313287.906250 Penalty: 2772.157227
	Iteration 19Q: 3 clusters Score -313287.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -313338.531250 Penalty: 2772.157227
	Iteration 20F: 3 clusters Score -313338.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -313375.375000 Penalty: 2772.157227
	Iteration 21Q: 3 clusters Score -313375.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -313396.000000 Penalty: 2772.157227
	Iteration 22Q: 3 clusters Score -313396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -313415.687500 Penalty: 2772.157227
	Iteration 23Q: 3 clusters Score -313415.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -313427.000000 Penalty: 2772.157227
	Iteration 24Q: 3 clusters Score -313427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -313431.812500 Penalty: 2772.157227
	Iteration 25Q: 3 clusters Score -313431.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -313434.281250 Penalty: 2772.157227
	Iteration 26Q: 3 clusters Score -313434.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -313438.750000 Penalty: 2772.157227
	Iteration 27Q: 3 clusters Score -313438.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -313443.437500 Penalty: 2772.157227
	Iteration 28Q: 3 clusters Score -313443.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -313445.531250 Penalty: 2772.157227
	Iteration 29Q: 3 clusters Score -313445.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -313447.343750 Penalty: 2772.157227
	Iteration 30Q: 3 clusters Score -313447.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -313451.156250 Penalty: 2772.157227
	Iteration 31Q: 3 clusters Score -313451.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -313454.500000 Penalty: 2772.157227
	Iteration 32Q: 3 clusters Score -313454.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -313458.937500 Penalty: 2772.157227
	Iteration 33Q: 3 clusters Score -313458.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -313461.812500 Penalty: 2772.157227
	Iteration 34Q: 3 clusters Score -313461.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -313465.125000 Penalty: 2772.157227
	Iteration 35Q: 3 clusters Score -313465.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -313466.562500 Penalty: 2772.157227
	Iteration 36Q: 3 clusters Score -313466.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -313469.687500 Penalty: 2772.157227
	Iteration 37Q: 3 clusters Score -313469.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -313472.031250 Penalty: 2772.157227
	Iteration 38Q: 3 clusters Score -313472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -313473.875000 Penalty: 2772.157227
	Iteration 39Q: 3 clusters Score -313473.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -313475.125000 Penalty: 2772.157227
	Iteration 40F: 3 clusters Score -313475.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -313475.343750 Penalty: 2772.157227
	Iteration 41Q: 3 clusters Score -313475.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -313476.312500 Penalty: 2772.157227
	Iteration 42Q: 3 clusters Score -313476.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -313477.968750 Penalty: 2772.157227
	Iteration 43Q: 3 clusters Score -313478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -313477.812500 Penalty: 2772.157227
	Iteration 44Q: 3 clusters Score -313477.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -313478.656250 Penalty: 2772.157227
	Iteration 45Q: 3 clusters Score -313478.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -313479.625000 Penalty: 2772.157227
	Iteration 46Q: 3 clusters Score -313479.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -313480.781250 Penalty: 2772.157227
	Iteration 47Q: 3 clusters Score -313480.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -313482.218750 Penalty: 2772.157227
	Iteration 48Q: 3 clusters Score -313482.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -313483.812500 Penalty: 2772.157227
	Iteration 49Q: 3 clusters Score -313483.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -313485.218750 Penalty: 2772.157227
	Iteration 50Q: 3 clusters Score -313485.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -313486.125000 Penalty: 2772.157227
	Iteration 51Q: 3 clusters Score -313486.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -313489.343750 Penalty: 2772.157227
	Iteration 52Q: 3 clusters Score -313489.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -313491.906250 Penalty: 2772.157227
	Iteration 53Q: 3 clusters Score -313491.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -313494.156250 Penalty: 2772.157227
	Iteration 54Q: 3 clusters Score -313494.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -313496.218750 Penalty: 2772.157227
	Iteration 55Q: 3 clusters Score -313496.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -313498.187500 Penalty: 2772.157227
	Iteration 56Q: 3 clusters Score -313498.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -313499.531250 Penalty: 2772.157227
	Iteration 57Q: 3 clusters Score -313499.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -313499.906250 Penalty: 2772.157227
	Iteration 58Q: 3 clusters Score -313499.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -313500.593750 Penalty: 2772.157227
	Iteration 59Q: 3 clusters Score -313500.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -313501.593750 Penalty: 2772.157227
	Iteration 60F: 3 clusters Score -313501.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -313503.437500 Penalty: 2772.157227
	Iteration 61Q: 3 clusters Score -313503.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -313503.875000 Penalty: 2772.157227
	Iteration 62Q: 3 clusters Score -313503.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -313504.812500 Penalty: 2772.157227
	Iteration 63Q: 3 clusters Score -313504.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -313504.812500 Penalty: 2772.157227
	Iteration 64F: 3 clusters Score -313504.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Entering Unmasked Estep 
Score: -671591.687500 Penalty: 1509.427124
	Iteration 0F: 2 clusters Score -671591.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -663912.812500 Penalty: 3018.854248
	Iteration 0F: 3 clusters Score -663912.8 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -666424.375000 Penalty: 3018.854248
	Iteration 1F: 3 clusters Score -666424.4 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -666720.375000 Penalty: 3018.854248
	Iteration 2F: 3 clusters Score -666720.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -666924.062500 Penalty: 3018.854248
	Iteration 3Q: 3 clusters Score -666924.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -667102.562500 Penalty: 3018.854248
	Iteration 4Q: 3 clusters Score -667102.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -667296.062500 Penalty: 3018.854248
	Iteration 5Q: 3 clusters Score -667296.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -667488.375000 Penalty: 3018.854248
	Iteration 6Q: 3 clusters Score -667488.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -667704.062500 Penalty: 3018.854248
	Iteration 7Q: 3 clusters Score -667704.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -667904.875000 Penalty: 3018.854248
	Iteration 8Q: 3 clusters Score -667904.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -668115.562500 Penalty: 3018.854248
	Iteration 9Q: 3 clusters Score -668115.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -668338.875000 Penalty: 3018.854248
	Iteration 10Q: 3 clusters Score -668338.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -668557.187500 Penalty: 3018.854248
	Iteration 11Q: 3 clusters Score -668557.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -668762.125000 Penalty: 3018.854248
	Iteration 12Q: 3 clusters Score -668762.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -668971.750000 Penalty: 3018.854248
	Iteration 13Q: 3 clusters Score -668971.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -669159.187500 Penalty: 3018.854248
	Iteration 14Q: 3 clusters Score -669159.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -669302.625000 Penalty: 3018.854248
	Iteration 15Q: 3 clusters Score -669302.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -669422.812500 Penalty: 3018.854248
	Iteration 16Q: 3 clusters Score -669422.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -669526.250000 Penalty: 3018.854248
	Iteration 17Q: 3 clusters Score -669526.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -669628.625000 Penalty: 3018.854248
	Iteration 18Q: 3 clusters Score -669628.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -669711.062500 Penalty: 3018.854248
	Iteration 19Q: 3 clusters Score -669711.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -669785.437500 Penalty: 3018.854248
	Iteration 20F: 3 clusters Score -669785.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -669847.000000 Penalty: 3018.854248
	Iteration 21Q: 3 clusters Score -669847 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -669903.187500 Penalty: 3018.854248
	Iteration 22Q: 3 clusters Score -669903.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -669945.562500 Penalty: 3018.854248
	Iteration 23Q: 3 clusters Score -669945.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -669978.875000 Penalty: 3018.854248
	Iteration 24Q: 3 clusters Score -669978.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -670012.187500 Penalty: 3018.854248
	Iteration 25Q: 3 clusters Score -670012.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -670040.937500 Penalty: 3018.854248
	Iteration 26Q: 3 clusters Score -670040.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -670071.187500 Penalty: 3018.854248
	Iteration 27Q: 3 clusters Score -670071.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -670096.375000 Penalty: 3018.854248
	Iteration 28Q: 3 clusters Score -670096.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -670116.062500 Penalty: 3018.854248
	Iteration 29Q: 3 clusters Score -670116.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -670135.687500 Penalty: 3018.854248
	Iteration 30Q: 3 clusters Score -670135.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -670147.812500 Penalty: 3018.854248
	Iteration 31Q: 3 clusters Score -670147.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -670157.062500 Penalty: 3018.854248
	Iteration 32Q: 3 clusters Score -670157.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -670173.562500 Penalty: 3018.854248
	Iteration 33Q: 3 clusters Score -670173.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -670187.937500 Penalty: 3018.854248
	Iteration 34Q: 3 clusters Score -670187.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -670203.937500 Penalty: 3018.854248
	Iteration 35Q: 3 clusters Score -670203.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -670213.250000 Penalty: 3018.854248
	Iteration 36Q: 3 clusters Score -670213.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -670221.625000 Penalty: 3018.854248
	Iteration 37Q: 3 clusters Score -670221.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -670229.125000 Penalty: 3018.854248
	Iteration 38Q: 3 clusters Score -670229.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -670237.562500 Penalty: 3018.854248
	Iteration 39Q: 3 clusters Score -670237.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -670240.937500 Penalty: 3018.854248
	Iteration 40F: 3 clusters Score -670240.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -670243.875000 Penalty: 3018.854248
	Iteration 41Q: 3 clusters Score -670243.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -670250.000000 Penalty: 3018.854248
	Iteration 42Q: 3 clusters Score -670250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -670253.937500 Penalty: 3018.854248
	Iteration 43Q: 3 clusters Score -670253.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -670258.125000 Penalty: 3018.854248
	Iteration 44Q: 3 clusters Score -670258.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -670263.125000 Penalty: 3018.854248
	Iteration 45Q: 3 clusters Score -670263.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -670266.812500 Penalty: 3018.854248
	Iteration 46Q: 3 clusters Score -670266.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -670274.187500 Penalty: 3018.854248
	Iteration 47Q: 3 clusters Score -670274.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -670278.187500 Penalty: 3018.854248
	Iteration 48Q: 3 clusters Score -670278.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -670281.750000 Penalty: 3018.854248
	Iteration 49Q: 3 clusters Score -670281.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -670285.062500 Penalty: 3018.854248
	Iteration 50Q: 3 clusters Score -670285.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -670286.312500 Penalty: 3018.854248
	Iteration 51Q: 3 clusters Score -670286.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -670286.312500 Penalty: 3018.854248
	Iteration 52F: 3 clusters Score -670286.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -70187.578125 Penalty: 1143.516968
	Iteration 0F: 2 clusters Score -70187.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -68666.460938 Penalty: 2287.033936
	Iteration 0F: 3 clusters Score -68666.46 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -68943.820312 Penalty: 2287.033936
	Iteration 1F: 3 clusters Score -68943.82 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -69013.703125 Penalty: 2287.033936
	Iteration 2F: 3 clusters Score -69013.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -69040.609375 Penalty: 2287.033936
	Iteration 3Q: 3 clusters Score -69040.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -69059.937500 Penalty: 2287.033936
	Iteration 4Q: 3 clusters Score -69059.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -69071.242188 Penalty: 2287.033936
	Iteration 5Q: 3 clusters Score -69071.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -69079.664062 Penalty: 2287.033936
	Iteration 6Q: 3 clusters Score -69079.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -69083.500000 Penalty: 2287.033936
	Iteration 7Q: 3 clusters Score -69083.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -69091.578125 Penalty: 2287.033936
	Iteration 8Q: 3 clusters Score -69091.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -69098.523438 Penalty: 2287.033936
	Iteration 9Q: 3 clusters Score -69098.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -69103.750000 Penalty: 2287.033936
	Iteration 10Q: 3 clusters Score -69103.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -69105.101562 Penalty: 2287.033936
	Iteration 11Q: 3 clusters Score -69105.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -69107.570312 Penalty: 2287.033936
	Iteration 12Q: 3 clusters Score -69107.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -69108.257812 Penalty: 2287.033936
	Iteration 13Q: 3 clusters Score -69108.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -69108.945312 Penalty: 2287.033936
	Iteration 14Q: 3 clusters Score -69108.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -69108.945312 Penalty: 2287.033936
	Iteration 15F: 3 clusters Score -69108.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 12880 members 
Mstep: Class 3 contains 2090 members 
Mstep: Class 4 contains 2590 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53453 members 
Mstep: Class 7 contains 8401 members 
Mstep: Class 8 contains 84943 members 
Mstep: Class 9 contains 10792 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 7933 members 
Mstep: Class 13 contains 6065 members 
Mstep: Class 14 contains 7997 members 
Mstep: Class 15 contains 14817 members 
Mstep: Class 16 contains 5442 members 
Mstep: Class 17 contains 1586 members 
Mstep: Class 18 contains 49542 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 9388 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 5063 members 
Mstep: Class 23 contains 10816 members 
Mstep: Class 24 contains 1138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343432.000000 Penalty: 49893.730469
Iteration 159Q: 25 clusters Score -2.134343e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 12881 members 
Mstep: Class 3 contains 2090 members 
Mstep: Class 4 contains 2589 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 53456 members 
Mstep: Class 7 contains 8398 members 
Mstep: Class 8 contains 84936 members 
Mstep: Class 9 contains 10790 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 7934 members 
Mstep: Class 13 contains 6054 members 
Mstep: Class 14 contains 7997 members 
Mstep: Class 15 contains 14826 members 
Mstep: Class 16 contains 5440 members 
Mstep: Class 17 contains 1586 members 
Mstep: Class 18 contains 49546 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 9475 members 
Mstep: Class 21 contains 4722 members 
Mstep: Class 22 contains 5045 members 
Mstep: Class 23 contains 10821 members 
Mstep: Class 24 contains 1138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343434.000000 Penalty: 49893.730469
Iteration 160F: 25 clusters Score -2.134343e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 12878 members 
Mstep: Class 3 contains 2090 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 53452 members 
Mstep: Class 7 contains 8399 members 
Mstep: Class 8 contains 84925 members 
Mstep: Class 9 contains 10791 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 7934 members 
Mstep: Class 13 contains 6040 members 
Mstep: Class 14 contains 7997 members 
Mstep: Class 15 contains 14836 members 
Mstep: Class 16 contains 5439 members 
Mstep: Class 17 contains 1586 members 
Mstep: Class 18 contains 49552 members 
Mstep: Class 19 contains 4999 members 
Mstep: Class 20 contains 9556 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5034 members 
Mstep: Class 23 contains 10829 members 
Mstep: Class 24 contains 1138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343454.000000 Penalty: 49893.730469
Iteration 161Q: 25 clusters Score -2.134345e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 12878 members 
Mstep: Class 3 contains 2090 members 
Mstep: Class 4 contains 2589 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 53445 members 
Mstep: Class 7 contains 8396 members 
Mstep: Class 8 contains 84921 members 
Mstep: Class 9 contains 10792 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 7935 members 
Mstep: Class 13 contains 6022 members 
Mstep: Class 14 contains 7997 members 
Mstep: Class 15 contains 14845 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 1586 members 
Mstep: Class 18 contains 49564 members 
Mstep: Class 19 contains 4999 members 
Mstep: Class 20 contains 9624 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 5024 members 
Mstep: Class 23 contains 10831 members 
Mstep: Class 24 contains 1138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343532.000000 Penalty: 49893.730469
Iteration 162Q: 25 clusters Score -2.134353e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 12878 members 
Mstep: Class 3 contains 2090 members 
Mstep: Class 4 contains 2591 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 53442 members 
Mstep: Class 7 contains 8392 members 
Mstep: Class 8 contains 84912 members 
Mstep: Class 9 contains 10791 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 6786 members 
Mstep: Class 12 contains 7935 members 
Mstep: Class 13 contains 6014 members 
Mstep: Class 14 contains 7997 members 
Mstep: Class 15 contains 14853 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 1586 members 
Mstep: Class 18 contains 49572 members 
Mstep: Class 19 contains 4999 members 
Mstep: Class 20 contains 9695 members 
Mstep: Class 21 contains 4716 members 
Mstep: Class 22 contains 5018 members 
Mstep: Class 23 contains 10832 members 
Mstep: Class 24 contains 1138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343482.000000 Penalty: 49893.730469
Iteration 163Q: 25 clusters Score -2.134348e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 12876 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2593 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 53437 members 
Mstep: Class 7 contains 8393 members 
Mstep: Class 8 contains 84913 members 
Mstep: Class 9 contains 10790 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 6790 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 6004 members 
Mstep: Class 14 contains 7996 members 
Mstep: Class 15 contains 14869 members 
Mstep: Class 16 contains 5433 members 
Mstep: Class 17 contains 1586 members 
Mstep: Class 18 contains 49579 members 
Mstep: Class 19 contains 4999 members 
Mstep: Class 20 contains 9764 members 
Mstep: Class 21 contains 4716 members 
Mstep: Class 22 contains 5012 members 
Mstep: Class 23 contains 10833 members 
Mstep: Class 24 contains 1138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343490.000000 Penalty: 49893.730469
Iteration 164Q: 25 clusters Score -2.134349e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 12875 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 53432 members 
Mstep: Class 7 contains 8393 members 
Mstep: Class 8 contains 84907 members 
Mstep: Class 9 contains 10790 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 6794 members 
Mstep: Class 12 contains 7937 members 
Mstep: Class 13 contains 5997 members 
Mstep: Class 14 contains 7997 members 
Mstep: Class 15 contains 14886 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 1585 members 
Mstep: Class 18 contains 49591 members 
Mstep: Class 19 contains 4999 members 
Mstep: Class 20 contains 9816 members 
Mstep: Class 21 contains 4716 members 
Mstep: Class 22 contains 5006 members 
Mstep: Class 23 contains 10835 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343478.000000 Penalty: 49893.730469
Iteration 165Q: 25 clusters Score -2.134348e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 12875 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 53428 members 
Mstep: Class 7 contains 8391 members 
Mstep: Class 8 contains 84908 members 
Mstep: Class 9 contains 10790 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 6794 members 
Mstep: Class 12 contains 7935 members 
Mstep: Class 13 contains 5989 members 
Mstep: Class 14 contains 7997 members 
Mstep: Class 15 contains 14898 members 
Mstep: Class 16 contains 5433 members 
Mstep: Class 17 contains 1584 members 
Mstep: Class 18 contains 49595 members 
Mstep: Class 19 contains 4999 members 
Mstep: Class 20 contains 9873 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 5002 members 
Mstep: Class 23 contains 10840 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343516.000000 Penalty: 49893.730469
Iteration 166Q: 25 clusters Score -2.134352e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 12874 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 53426 members 
Mstep: Class 7 contains 8390 members 
Mstep: Class 8 contains 84900 members 
Mstep: Class 9 contains 10790 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 6794 members 
Mstep: Class 12 contains 7935 members 
Mstep: Class 13 contains 5988 members 
Mstep: Class 14 contains 7996 members 
Mstep: Class 15 contains 14909 members 
Mstep: Class 16 contains 5431 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 49599 members 
Mstep: Class 19 contains 4999 members 
Mstep: Class 20 contains 9938 members 
Mstep: Class 21 contains 4725 members 
Mstep: Class 22 contains 5003 members 
Mstep: Class 23 contains 10845 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343574.000000 Penalty: 49893.730469
Iteration 167Q: 25 clusters Score -2.134357e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 12875 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 53429 members 
Mstep: Class 7 contains 8389 members 
Mstep: Class 8 contains 84888 members 
Mstep: Class 9 contains 10790 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 6794 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 5986 members 
Mstep: Class 14 contains 7997 members 
Mstep: Class 15 contains 14918 members 
Mstep: Class 16 contains 5433 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 49604 members 
Mstep: Class 19 contains 4999 members 
Mstep: Class 20 contains 9991 members 
Mstep: Class 21 contains 4729 members 
Mstep: Class 22 contains 5002 members 
Mstep: Class 23 contains 10844 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343566.000000 Penalty: 49893.730469
Iteration 168Q: 25 clusters Score -2.134357e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 12877 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 53420 members 
Mstep: Class 7 contains 8389 members 
Mstep: Class 8 contains 84883 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 6794 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 5981 members 
Mstep: Class 14 contains 7997 members 
Mstep: Class 15 contains 14929 members 
Mstep: Class 16 contains 5432 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 49607 members 
Mstep: Class 19 contains 4999 members 
Mstep: Class 20 contains 10042 members 
Mstep: Class 21 contains 4731 members 
Mstep: Class 22 contains 5003 members 
Mstep: Class 23 contains 10848 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343540.000000 Penalty: 49893.730469
Iteration 169Q: 25 clusters Score -2.134354e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 12877 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 53419 members 
Mstep: Class 7 contains 8390 members 
Mstep: Class 8 contains 84879 members 
Mstep: Class 9 contains 10790 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 6794 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 5982 members 
Mstep: Class 14 contains 7997 members 
Mstep: Class 15 contains 14935 members 
Mstep: Class 16 contains 5432 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 49613 members 
Mstep: Class 19 contains 4999 members 
Mstep: Class 20 contains 10086 members 
Mstep: Class 21 contains 4736 members 
Mstep: Class 22 contains 5006 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343572.000000 Penalty: 49893.730469
Iteration 170Q: 25 clusters Score -2.134357e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 12877 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 53417 members 
Mstep: Class 7 contains 8390 members 
Mstep: Class 8 contains 84877 members 
Mstep: Class 9 contains 10790 members 
Mstep: Class 10 contains 2692 members 
Mstep: Class 11 contains 6794 members 
Mstep: Class 12 contains 7935 members 
Mstep: Class 13 contains 5981 members 
Mstep: Class 14 contains 7997 members 
Mstep: Class 15 contains 14944 members 
Mstep: Class 16 contains 5433 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 49619 members 
Mstep: Class 19 contains 4999 members 
Mstep: Class 20 contains 10134 members 
Mstep: Class 21 contains 4734 members 
Mstep: Class 22 contains 5006 members 
Mstep: Class 23 contains 10845 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343554.000000 Penalty: 49893.730469
Iteration 171Q: 25 clusters Score -2.134355e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 12877 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 53415 members 
Mstep: Class 7 contains 8389 members 
Mstep: Class 8 contains 84869 members 
Mstep: Class 9 contains 10790 members 
Mstep: Class 10 contains 2691 members 
Mstep: Class 11 contains 6794 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 5983 members 
Mstep: Class 14 contains 7997 members 
Mstep: Class 15 contains 14954 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 49623 members 
Mstep: Class 19 contains 4999 members 
Mstep: Class 20 contains 10169 members 
Mstep: Class 21 contains 4733 members 
Mstep: Class 22 contains 5013 members 
Mstep: Class 23 contains 10842 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343552.000000 Penalty: 49893.730469
Iteration 172Q: 25 clusters Score -2.134355e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 12874 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 53410 members 
Mstep: Class 7 contains 8388 members 
Mstep: Class 8 contains 84865 members 
Mstep: Class 9 contains 10790 members 
Mstep: Class 10 contains 2692 members 
Mstep: Class 11 contains 6794 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 5980 members 
Mstep: Class 14 contains 7997 members 
Mstep: Class 15 contains 14969 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 49631 members 
Mstep: Class 19 contains 4999 members 
Mstep: Class 20 contains 10209 members 
Mstep: Class 21 contains 4734 members 
Mstep: Class 22 contains 5014 members 
Mstep: Class 23 contains 10841 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343572.000000 Penalty: 49893.730469
Iteration 173Q: 25 clusters Score -2.134357e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 12872 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 53403 members 
Mstep: Class 7 contains 8388 members 
Mstep: Class 8 contains 84859 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2695 members 
Mstep: Class 11 contains 6794 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 5973 members 
Mstep: Class 14 contains 7997 members 
Mstep: Class 15 contains 14980 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 49635 members 
Mstep: Class 19 contains 4999 members 
Mstep: Class 20 contains 10251 members 
Mstep: Class 21 contains 4736 members 
Mstep: Class 22 contains 5014 members 
Mstep: Class 23 contains 10838 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343572.000000 Penalty: 49893.730469
Iteration 174Q: 25 clusters Score -2.134357e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 12871 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 53403 members 
Mstep: Class 7 contains 8388 members 
Mstep: Class 8 contains 84855 members 
Mstep: Class 9 contains 10787 members 
Mstep: Class 10 contains 2697 members 
Mstep: Class 11 contains 6795 members 
Mstep: Class 12 contains 7935 members 
Mstep: Class 13 contains 5975 members 
Mstep: Class 14 contains 7997 members 
Mstep: Class 15 contains 14994 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 49639 members 
Mstep: Class 19 contains 4999 members 
Mstep: Class 20 contains 10301 members 
Mstep: Class 21 contains 4734 members 
Mstep: Class 22 contains 5012 members 
Mstep: Class 23 contains 10834 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343596.000000 Penalty: 49893.730469
Iteration 175Q: 25 clusters Score -2.13436e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 12871 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 53400 members 
Mstep: Class 7 contains 8386 members 
Mstep: Class 8 contains 84850 members 
Mstep: Class 9 contains 10787 members 
Mstep: Class 10 contains 2699 members 
Mstep: Class 11 contains 6795 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 5974 members 
Mstep: Class 14 contains 7997 members 
Mstep: Class 15 contains 15002 members 
Mstep: Class 16 contains 5434 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 49640 members 
Mstep: Class 19 contains 4999 members 
Mstep: Class 20 contains 10339 members 
Mstep: Class 21 contains 4735 members 
Mstep: Class 22 contains 5010 members 
Mstep: Class 23 contains 10835 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343628.000000 Penalty: 49893.730469
Iteration 176Q: 25 clusters Score -2.134363e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 12868 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 53397 members 
Mstep: Class 7 contains 8383 members 
Mstep: Class 8 contains 84843 members 
Mstep: Class 9 contains 10786 members 
Mstep: Class 10 contains 2701 members 
Mstep: Class 11 contains 6794 members 
Mstep: Class 12 contains 7935 members 
Mstep: Class 13 contains 5972 members 
Mstep: Class 14 contains 7998 members 
Mstep: Class 15 contains 15010 members 
Mstep: Class 16 contains 5432 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 49644 members 
Mstep: Class 19 contains 4999 members 
Mstep: Class 20 contains 10374 members 
Mstep: Class 21 contains 4735 members 
Mstep: Class 22 contains 5014 members 
Mstep: Class 23 contains 10832 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343628.000000 Penalty: 49893.730469
Iteration 177Q: 25 clusters Score -2.134363e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 12865 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 53388 members 
Mstep: Class 7 contains 8383 members 
Mstep: Class 8 contains 84838 members 
Mstep: Class 9 contains 10786 members 
Mstep: Class 10 contains 2701 members 
Mstep: Class 11 contains 6793 members 
Mstep: Class 12 contains 7935 members 
Mstep: Class 13 contains 5972 members 
Mstep: Class 14 contains 7998 members 
Mstep: Class 15 contains 15017 members 
Mstep: Class 16 contains 5433 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 49647 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10411 members 
Mstep: Class 21 contains 4734 members 
Mstep: Class 22 contains 5013 members 
Mstep: Class 23 contains 10837 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343598.000000 Penalty: 49893.730469
Iteration 178Q: 25 clusters Score -2.13436e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 12863 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 53378 members 
Mstep: Class 7 contains 8384 members 
Mstep: Class 8 contains 84834 members 
Mstep: Class 9 contains 10787 members 
Mstep: Class 10 contains 2703 members 
Mstep: Class 11 contains 6794 members 
Mstep: Class 12 contains 7935 members 
Mstep: Class 13 contains 5970 members 
Mstep: Class 14 contains 7998 members 
Mstep: Class 15 contains 15028 members 
Mstep: Class 16 contains 5433 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 49654 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10442 members 
Mstep: Class 21 contains 4735 members 
Mstep: Class 22 contains 5013 members 
Mstep: Class 23 contains 10834 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343618.000000 Penalty: 49893.730469
Iteration 179Q: 25 clusters Score -2.134362e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 12862 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1758 members 
Mstep: Class 6 contains 53375 members 
Mstep: Class 7 contains 8386 members 
Mstep: Class 8 contains 84830 members 
Mstep: Class 9 contains 10787 members 
Mstep: Class 10 contains 2703 members 
Mstep: Class 11 contains 6794 members 
Mstep: Class 12 contains 7934 members 
Mstep: Class 13 contains 5969 members 
Mstep: Class 14 contains 7998 members 
Mstep: Class 15 contains 15030 members 
Mstep: Class 16 contains 5432 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 49663 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10479 members 
Mstep: Class 21 contains 4734 members 
Mstep: Class 22 contains 5010 members 
Mstep: Class 23 contains 10833 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343638.000000 Penalty: 49893.730469
Iteration 180F: 25 clusters Score -2.134364e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 12860 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 1758 members 
Mstep: Class 6 contains 53371 members 
Mstep: Class 7 contains 8386 members 
Mstep: Class 8 contains 84825 members 
Mstep: Class 9 contains 10787 members 
Mstep: Class 10 contains 2704 members 
Mstep: Class 11 contains 6797 members 
Mstep: Class 12 contains 7935 members 
Mstep: Class 13 contains 5966 members 
Mstep: Class 14 contains 7998 members 
Mstep: Class 15 contains 15034 members 
Mstep: Class 16 contains 5432 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 49671 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10509 members 
Mstep: Class 21 contains 4733 members 
Mstep: Class 22 contains 5014 members 
Mstep: Class 23 contains 10828 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343656.000000 Penalty: 49893.730469
Iteration 181Q: 25 clusters Score -2.134366e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 12858 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2604 members 
Mstep: Class 5 contains 1758 members 
Mstep: Class 6 contains 53362 members 
Mstep: Class 7 contains 8385 members 
Mstep: Class 8 contains 84821 members 
Mstep: Class 9 contains 10787 members 
Mstep: Class 10 contains 2707 members 
Mstep: Class 11 contains 6799 members 
Mstep: Class 12 contains 7933 members 
Mstep: Class 13 contains 5963 members 
Mstep: Class 14 contains 7998 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 5433 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 49678 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10539 members 
Mstep: Class 21 contains 4734 members 
Mstep: Class 22 contains 5006 members 
Mstep: Class 23 contains 10828 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343678.000000 Penalty: 49893.730469
Iteration 182Q: 25 clusters Score -2.134368e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 12852 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2605 members 
Mstep: Class 5 contains 1759 members 
Mstep: Class 6 contains 53357 members 
Mstep: Class 7 contains 8385 members 
Mstep: Class 8 contains 84820 members 
Mstep: Class 9 contains 10787 members 
Mstep: Class 10 contains 2709 members 
Mstep: Class 11 contains 6803 members 
Mstep: Class 12 contains 7932 members 
Mstep: Class 13 contains 5959 members 
Mstep: Class 14 contains 7999 members 
Mstep: Class 15 contains 15038 members 
Mstep: Class 16 contains 5433 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 49681 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10578 members 
Mstep: Class 21 contains 4736 members 
Mstep: Class 22 contains 5003 members 
Mstep: Class 23 contains 10821 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343704.000000 Penalty: 49893.730469
Iteration 183Q: 25 clusters Score -2.13437e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 12850 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 1760 members 
Mstep: Class 6 contains 53349 members 
Mstep: Class 7 contains 8385 members 
Mstep: Class 8 contains 84810 members 
Mstep: Class 9 contains 10787 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 6806 members 
Mstep: Class 12 contains 7931 members 
Mstep: Class 13 contains 5958 members 
Mstep: Class 14 contains 7999 members 
Mstep: Class 15 contains 15045 members 
Mstep: Class 16 contains 5434 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 49688 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10607 members 
Mstep: Class 21 contains 4739 members 
Mstep: Class 22 contains 4996 members 
Mstep: Class 23 contains 10821 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343712.000000 Penalty: 49893.730469
Iteration 184Q: 25 clusters Score -2.134371e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 12848 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2608 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53344 members 
Mstep: Class 7 contains 8384 members 
Mstep: Class 8 contains 84800 members 
Mstep: Class 9 contains 10788 members 
Mstep: Class 10 contains 2711 members 
Mstep: Class 11 contains 6806 members 
Mstep: Class 12 contains 7930 members 
Mstep: Class 13 contains 5957 members 
Mstep: Class 14 contains 7999 members 
Mstep: Class 15 contains 15053 members 
Mstep: Class 16 contains 5433 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49693 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10625 members 
Mstep: Class 21 contains 4744 members 
Mstep: Class 22 contains 4992 members 
Mstep: Class 23 contains 10823 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343718.000000 Penalty: 49893.730469
Iteration 185Q: 25 clusters Score -2.134372e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 12846 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2610 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53339 members 
Mstep: Class 7 contains 8384 members 
Mstep: Class 8 contains 84798 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2712 members 
Mstep: Class 11 contains 6808 members 
Mstep: Class 12 contains 7929 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 7999 members 
Mstep: Class 15 contains 15052 members 
Mstep: Class 16 contains 5433 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49700 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10654 members 
Mstep: Class 21 contains 4745 members 
Mstep: Class 22 contains 4987 members 
Mstep: Class 23 contains 10824 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343720.000000 Penalty: 49893.730469
Iteration 186Q: 25 clusters Score -2.134372e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 12847 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2611 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53339 members 
Mstep: Class 7 contains 8384 members 
Mstep: Class 8 contains 84792 members 
Mstep: Class 9 contains 10788 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 6808 members 
Mstep: Class 12 contains 7929 members 
Mstep: Class 13 contains 5956 members 
Mstep: Class 14 contains 7999 members 
Mstep: Class 15 contains 15056 members 
Mstep: Class 16 contains 5432 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49705 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10675 members 
Mstep: Class 21 contains 4741 members 
Mstep: Class 22 contains 4984 members 
Mstep: Class 23 contains 10825 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343700.000000 Penalty: 49893.730469
Iteration 187Q: 25 clusters Score -2.13437e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 12848 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2613 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53336 members 
Mstep: Class 7 contains 8384 members 
Mstep: Class 8 contains 84791 members 
Mstep: Class 9 contains 10787 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 6808 members 
Mstep: Class 12 contains 7927 members 
Mstep: Class 13 contains 5961 members 
Mstep: Class 14 contains 7999 members 
Mstep: Class 15 contains 15060 members 
Mstep: Class 16 contains 5432 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49712 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10689 members 
Mstep: Class 21 contains 4739 members 
Mstep: Class 22 contains 4980 members 
Mstep: Class 23 contains 10826 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343678.000000 Penalty: 49893.730469
Iteration 188Q: 25 clusters Score -2.134368e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 12849 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53334 members 
Mstep: Class 7 contains 8384 members 
Mstep: Class 8 contains 84791 members 
Mstep: Class 9 contains 10788 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 6808 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5960 members 
Mstep: Class 14 contains 7999 members 
Mstep: Class 15 contains 15059 members 
Mstep: Class 16 contains 5433 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49713 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10705 members 
Mstep: Class 21 contains 4737 members 
Mstep: Class 22 contains 4976 members 
Mstep: Class 23 contains 10824 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343674.000000 Penalty: 49893.730469
Iteration 189Q: 25 clusters Score -2.134367e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 12849 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2617 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53334 members 
Mstep: Class 7 contains 8384 members 
Mstep: Class 8 contains 84789 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 6808 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5954 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 15060 members 
Mstep: Class 16 contains 5434 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49715 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10717 members 
Mstep: Class 21 contains 4735 members 
Mstep: Class 22 contains 4972 members 
Mstep: Class 23 contains 10824 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343686.000000 Penalty: 49893.730469
Iteration 190Q: 25 clusters Score -2.134369e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 12849 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2617 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53334 members 
Mstep: Class 7 contains 8384 members 
Mstep: Class 8 contains 84785 members 
Mstep: Class 9 contains 10788 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 6808 members 
Mstep: Class 12 contains 7928 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 15059 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49718 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10736 members 
Mstep: Class 21 contains 4731 members 
Mstep: Class 22 contains 4970 members 
Mstep: Class 23 contains 10824 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343720.000000 Penalty: 49893.730469
Iteration 191Q: 25 clusters Score -2.134372e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 12849 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2620 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53331 members 
Mstep: Class 7 contains 8384 members 
Mstep: Class 8 contains 84785 members 
Mstep: Class 9 contains 10788 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 6808 members 
Mstep: Class 12 contains 7928 members 
Mstep: Class 13 contains 5943 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 15056 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49720 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10757 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 4967 members 
Mstep: Class 23 contains 10824 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343728.000000 Penalty: 49893.730469
Iteration 192Q: 25 clusters Score -2.134373e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 12850 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2621 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53325 members 
Mstep: Class 7 contains 8384 members 
Mstep: Class 8 contains 84783 members 
Mstep: Class 9 contains 10788 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 6808 members 
Mstep: Class 12 contains 7928 members 
Mstep: Class 13 contains 5940 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 15059 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49726 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10771 members 
Mstep: Class 21 contains 4725 members 
Mstep: Class 22 contains 4966 members 
Mstep: Class 23 contains 10824 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343728.000000 Penalty: 49893.730469
Iteration 193Q: 25 clusters Score -2.134373e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 12849 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53319 members 
Mstep: Class 7 contains 8384 members 
Mstep: Class 8 contains 84787 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7927 members 
Mstep: Class 13 contains 5936 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 15061 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49725 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10783 members 
Mstep: Class 21 contains 4726 members 
Mstep: Class 22 contains 4960 members 
Mstep: Class 23 contains 10828 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343716.000000 Penalty: 49893.730469
Iteration 194Q: 25 clusters Score -2.134372e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 12849 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2624 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53313 members 
Mstep: Class 7 contains 8384 members 
Mstep: Class 8 contains 84785 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7927 members 
Mstep: Class 13 contains 5936 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 15063 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49726 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10796 members 
Mstep: Class 21 contains 4725 members 
Mstep: Class 22 contains 4953 members 
Mstep: Class 23 contains 10830 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343676.000000 Penalty: 49893.730469
Iteration 195Q: 25 clusters Score -2.134368e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 12849 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2625 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53312 members 
Mstep: Class 7 contains 8383 members 
Mstep: Class 8 contains 84781 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7927 members 
Mstep: Class 13 contains 5933 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 15062 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49731 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10813 members 
Mstep: Class 21 contains 4721 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 10832 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343656.000000 Penalty: 49893.730469
Iteration 196Q: 25 clusters Score -2.134366e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 12849 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53309 members 
Mstep: Class 7 contains 8383 members 
Mstep: Class 8 contains 84779 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5932 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 15063 members 
Mstep: Class 16 contains 5434 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49732 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10829 members 
Mstep: Class 21 contains 4723 members 
Mstep: Class 22 contains 4950 members 
Mstep: Class 23 contains 10832 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343692.000000 Penalty: 49893.730469
Iteration 197Q: 25 clusters Score -2.134369e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 12849 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2635 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53309 members 
Mstep: Class 7 contains 8383 members 
Mstep: Class 8 contains 84777 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 15067 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49731 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10842 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 4947 members 
Mstep: Class 23 contains 10832 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343674.000000 Penalty: 49893.730469
Iteration 198Q: 25 clusters Score -2.134367e+07 nChanged 43
Entering ConstructFrom: 
Score: -21343674.000000 Penalty: 49893.730469
Entering ConstructFrom: 
Trying to split cluster 1 (42463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Entering Unmasked Estep 
Score: -2623325.000000 Penalty: 1731.663086
	Iteration 0F: 2 clusters Score -2623325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -2594845.000000 Penalty: 3463.326172
	Iteration 0F: 3 clusters Score -2594845 nChanged 19909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -2606180.500000 Penalty: 3463.326172
	Iteration 1F: 3 clusters Score -2606180 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -2606884.250000 Penalty: 3463.326172
	Iteration 2Q: 3 clusters Score -2606884 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -2607705.250000 Penalty: 3463.326172
	Iteration 3Q: 3 clusters Score -2607705 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -2608631.250000 Penalty: 3463.326172
	Iteration 4Q: 3 clusters Score -2608631 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -2609661.250000 Penalty: 3463.326172
	Iteration 5Q: 3 clusters Score -2609661 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -2610890.000000 Penalty: 3463.326172
	Iteration 6F: 3 clusters Score -2610890 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -2612281.250000 Penalty: 3463.326172
	Iteration 7F: 3 clusters Score -2612281 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -2613588.000000 Penalty: 3463.326172
	Iteration 8F: 3 clusters Score -2613588 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -2614586.000000 Penalty: 3463.326172
	Iteration 9Q: 3 clusters Score -2614586 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -2615193.000000 Penalty: 3463.326172
	Iteration 10Q: 3 clusters Score -2615193 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -2615537.750000 Penalty: 3463.326172
	Iteration 11Q: 3 clusters Score -2615538 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -2615767.750000 Penalty: 3463.326172
	Iteration 12Q: 3 clusters Score -2615768 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -2615966.250000 Penalty: 3463.326172
	Iteration 13Q: 3 clusters Score -2615966 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -2616183.750000 Penalty: 3463.326172
	Iteration 14Q: 3 clusters Score -2616184 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -2616419.250000 Penalty: 3463.326172
	Iteration 15Q: 3 clusters Score -2616419 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -2616683.250000 Penalty: 3463.326172
	Iteration 16Q: 3 clusters Score -2616683 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -2616957.500000 Penalty: 3463.326172
	Iteration 17Q: 3 clusters Score -2616958 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -2617277.250000 Penalty: 3463.326172
	Iteration 18Q: 3 clusters Score -2617277 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -2617673.500000 Penalty: 3463.326172
	Iteration 19Q: 3 clusters Score -2617674 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -2618120.250000 Penalty: 3463.326172
	Iteration 20F: 3 clusters Score -2618120 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -2618584.750000 Penalty: 3463.326172
	Iteration 21Q: 3 clusters Score -2618585 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -2619058.250000 Penalty: 3463.326172
	Iteration 22Q: 3 clusters Score -2619058 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -2619481.250000 Penalty: 3463.326172
	Iteration 23Q: 3 clusters Score -2619481 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -2619929.500000 Penalty: 3463.326172
	Iteration 24Q: 3 clusters Score -2619930 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -2620343.000000 Penalty: 3463.326172
	Iteration 25Q: 3 clusters Score -2620343 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -2620695.250000 Penalty: 3463.326172
	Iteration 26Q: 3 clusters Score -2620695 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -2620993.500000 Penalty: 3463.326172
	Iteration 27Q: 3 clusters Score -2620994 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -2621265.250000 Penalty: 3463.326172
	Iteration 28Q: 3 clusters Score -2621265 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -2621446.000000 Penalty: 3463.326172
	Iteration 29Q: 3 clusters Score -2621446 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -2621565.750000 Penalty: 3463.326172
	Iteration 30Q: 3 clusters Score -2621566 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -2621655.000000 Penalty: 3463.326172
	Iteration 31Q: 3 clusters Score -2621655 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -2621716.000000 Penalty: 3463.326172
	Iteration 32Q: 3 clusters Score -2621716 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -2621746.750000 Penalty: 3463.326172
	Iteration 33Q: 3 clusters Score -2621747 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -2621766.750000 Penalty: 3463.326172
	Iteration 34Q: 3 clusters Score -2621767 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -2621782.500000 Penalty: 3463.326172
	Iteration 35Q: 3 clusters Score -2621782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 41999 members 
Entering Unmasked Estep 
Score: -2621792.000000 Penalty: 3463.326172
	Iteration 36Q: 3 clusters Score -2621792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -2621799.750000 Penalty: 3463.326172
	Iteration 37Q: 3 clusters Score -2621800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -2621801.000000 Penalty: 3463.326172
	Iteration 38Q: 3 clusters Score -2621801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -2621801.500000 Penalty: 3463.326172
	Iteration 39Q: 3 clusters Score -2621802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -2621805.000000 Penalty: 3463.326172
	Iteration 40F: 3 clusters Score -2621805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -2621804.750000 Penalty: 3463.326172
	Iteration 41Q: 3 clusters Score -2621805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -2621804.750000 Penalty: 3463.326172
	Iteration 42F: 3 clusters Score -2621805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Entering Unmasked Estep 
Score: -774698.187500 Penalty: 1537.416016
	Iteration 0F: 2 clusters Score -774698.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -765653.562500 Penalty: 3074.832031
	Iteration 0F: 3 clusters Score -765653.6 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -768915.687500 Penalty: 3074.832031
	Iteration 1F: 3 clusters Score -768915.7 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -769277.750000 Penalty: 3074.832031
	Iteration 2F: 3 clusters Score -769277.8 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -769595.375000 Penalty: 3074.832031
	Iteration 3F: 3 clusters Score -769595.4 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -769883.687500 Penalty: 3074.832031
	Iteration 4Q: 3 clusters Score -769883.7 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -770187.687500 Penalty: 3074.832031
	Iteration 5Q: 3 clusters Score -770187.7 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -770566.625000 Penalty: 3074.832031
	Iteration 6Q: 3 clusters Score -770566.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -770907.875000 Penalty: 3074.832031
	Iteration 7Q: 3 clusters Score -770907.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -771178.687500 Penalty: 3074.832031
	Iteration 8Q: 3 clusters Score -771178.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -771448.500000 Penalty: 3074.832031
	Iteration 9Q: 3 clusters Score -771448.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -771679.500000 Penalty: 3074.832031
	Iteration 10Q: 3 clusters Score -771679.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -771858.687500 Penalty: 3074.832031
	Iteration 11Q: 3 clusters Score -771858.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -772019.000000 Penalty: 3074.832031
	Iteration 12Q: 3 clusters Score -772019 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -772165.187500 Penalty: 3074.832031
	Iteration 13Q: 3 clusters Score -772165.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -772293.250000 Penalty: 3074.832031
	Iteration 14Q: 3 clusters Score -772293.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -772421.312500 Penalty: 3074.832031
	Iteration 15Q: 3 clusters Score -772421.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -772530.250000 Penalty: 3074.832031
	Iteration 16Q: 3 clusters Score -772530.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -772642.375000 Penalty: 3074.832031
	Iteration 17Q: 3 clusters Score -772642.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -772753.687500 Penalty: 3074.832031
	Iteration 18Q: 3 clusters Score -772753.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -772864.812500 Penalty: 3074.832031
	Iteration 19Q: 3 clusters Score -772864.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -773000.312500 Penalty: 3074.832031
	Iteration 20F: 3 clusters Score -773000.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -773145.250000 Penalty: 3074.832031
	Iteration 21Q: 3 clusters Score -773145.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -773271.875000 Penalty: 3074.832031
	Iteration 22Q: 3 clusters Score -773271.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -773359.312500 Penalty: 3074.832031
	Iteration 23Q: 3 clusters Score -773359.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -773425.687500 Penalty: 3074.832031
	Iteration 24Q: 3 clusters Score -773425.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -773456.937500 Penalty: 3074.832031
	Iteration 25Q: 3 clusters Score -773456.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -773472.687500 Penalty: 3074.832031
	Iteration 26Q: 3 clusters Score -773472.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -773487.312500 Penalty: 3074.832031
	Iteration 27Q: 3 clusters Score -773487.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -773494.875000 Penalty: 3074.832031
	Iteration 28Q: 3 clusters Score -773494.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -773504.937500 Penalty: 3074.832031
	Iteration 29Q: 3 clusters Score -773504.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -773511.125000 Penalty: 3074.832031
	Iteration 30Q: 3 clusters Score -773511.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -773513.562500 Penalty: 3074.832031
	Iteration 31Q: 3 clusters Score -773513.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -773517.437500 Penalty: 3074.832031
	Iteration 32Q: 3 clusters Score -773517.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -773520.500000 Penalty: 3074.832031
	Iteration 33Q: 3 clusters Score -773520.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -773522.000000 Penalty: 3074.832031
	Iteration 34Q: 3 clusters Score -773522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -773520.375000 Penalty: 3074.832031
	Iteration 35Q: 3 clusters Score -773520.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -773521.687500 Penalty: 3074.832031
	Iteration 36Q: 3 clusters Score -773521.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -773521.000000 Penalty: 3074.832031
	Iteration 37Q: 3 clusters Score -773521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -773521.000000 Penalty: 3074.832031
	Iteration 38F: 3 clusters Score -773521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Entering Unmasked Estep 
Score: -125376.226562 Penalty: 1242.221558
	Iteration 0F: 2 clusters Score -125376.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -123243.750000 Penalty: 2484.443115
	Iteration 0F: 3 clusters Score -123243.8 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -123785.507812 Penalty: 2484.443115
	Iteration 1F: 3 clusters Score -123785.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -123907.023438 Penalty: 2484.443115
	Iteration 2F: 3 clusters Score -123907 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -123972.843750 Penalty: 2484.443115
	Iteration 3Q: 3 clusters Score -123972.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -124026.757812 Penalty: 2484.443115
	Iteration 4Q: 3 clusters Score -124026.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -124072.046875 Penalty: 2484.443115
	Iteration 5Q: 3 clusters Score -124072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -124090.281250 Penalty: 2484.443115
	Iteration 6Q: 3 clusters Score -124090.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -124107.242188 Penalty: 2484.443115
	Iteration 7Q: 3 clusters Score -124107.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -124128.281250 Penalty: 2484.443115
	Iteration 8Q: 3 clusters Score -124128.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -124143.328125 Penalty: 2484.443115
	Iteration 9Q: 3 clusters Score -124143.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -124160.359375 Penalty: 2484.443115
	Iteration 10Q: 3 clusters Score -124160.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -124175.375000 Penalty: 2484.443115
	Iteration 11Q: 3 clusters Score -124175.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -124186.562500 Penalty: 2484.443115
	Iteration 12Q: 3 clusters Score -124186.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -124193.968750 Penalty: 2484.443115
	Iteration 13Q: 3 clusters Score -124194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -124202.398438 Penalty: 2484.443115
	Iteration 14Q: 3 clusters Score -124202.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -124210.398438 Penalty: 2484.443115
	Iteration 15Q: 3 clusters Score -124210.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -124215.171875 Penalty: 2484.443115
	Iteration 16Q: 3 clusters Score -124215.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -124217.671875 Penalty: 2484.443115
	Iteration 17Q: 3 clusters Score -124217.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -124223.515625 Penalty: 2484.443115
	Iteration 18Q: 3 clusters Score -124223.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -124233.828125 Penalty: 2484.443115
	Iteration 19Q: 3 clusters Score -124233.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -124243.218750 Penalty: 2484.443115
	Iteration 20F: 3 clusters Score -124243.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -124249.507812 Penalty: 2484.443115
	Iteration 21Q: 3 clusters Score -124249.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -124253.312500 Penalty: 2484.443115
	Iteration 22Q: 3 clusters Score -124253.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -124259.500000 Penalty: 2484.443115
	Iteration 23Q: 3 clusters Score -124259.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -124267.062500 Penalty: 2484.443115
	Iteration 24Q: 3 clusters Score -124267.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -124273.070312 Penalty: 2484.443115
	Iteration 25Q: 3 clusters Score -124273.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -124280.671875 Penalty: 2484.443115
	Iteration 26Q: 3 clusters Score -124280.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -124284.281250 Penalty: 2484.443115
	Iteration 27Q: 3 clusters Score -124284.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -124287.570312 Penalty: 2484.443115
	Iteration 28Q: 3 clusters Score -124287.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -124289.500000 Penalty: 2484.443115
	Iteration 29Q: 3 clusters Score -124289.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -124291.359375 Penalty: 2484.443115
	Iteration 30Q: 3 clusters Score -124291.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -124293.187500 Penalty: 2484.443115
	Iteration 31Q: 3 clusters Score -124293.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -124294.328125 Penalty: 2484.443115
	Iteration 32Q: 3 clusters Score -124294.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -124296.375000 Penalty: 2484.443115
	Iteration 33Q: 3 clusters Score -124296.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -124297.171875 Penalty: 2484.443115
	Iteration 34Q: 3 clusters Score -124297.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -124297.679688 Penalty: 2484.443115
	Iteration 35Q: 3 clusters Score -124297.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -124298.562500 Penalty: 2484.443115
	Iteration 36Q: 3 clusters Score -124298.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -124298.562500 Penalty: 2484.443115
	Iteration 37F: 3 clusters Score -124298.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Entering Unmasked Estep 
Score: -155506.687500 Penalty: 1280.138672
	Iteration 0F: 2 clusters Score -155506.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -153028.656250 Penalty: 2560.277344
	Iteration 0F: 3 clusters Score -153028.7 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -153621.953125 Penalty: 2560.277344
	Iteration 1F: 3 clusters Score -153622 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -153754.078125 Penalty: 2560.277344
	Iteration 2F: 3 clusters Score -153754.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -153826.578125 Penalty: 2560.277344
	Iteration 3Q: 3 clusters Score -153826.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -153870.140625 Penalty: 2560.277344
	Iteration 4Q: 3 clusters Score -153870.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -153903.984375 Penalty: 2560.277344
	Iteration 5Q: 3 clusters Score -153904 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -153933.375000 Penalty: 2560.277344
	Iteration 6Q: 3 clusters Score -153933.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -153962.281250 Penalty: 2560.277344
	Iteration 7Q: 3 clusters Score -153962.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -153986.281250 Penalty: 2560.277344
	Iteration 8Q: 3 clusters Score -153986.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -154014.453125 Penalty: 2560.277344
	Iteration 9Q: 3 clusters Score -154014.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -154048.890625 Penalty: 2560.277344
	Iteration 10Q: 3 clusters Score -154048.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -154082.687500 Penalty: 2560.277344
	Iteration 11Q: 3 clusters Score -154082.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -154117.093750 Penalty: 2560.277344
	Iteration 12Q: 3 clusters Score -154117.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -154167.734375 Penalty: 2560.277344
	Iteration 13Q: 3 clusters Score -154167.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -154216.609375 Penalty: 2560.277344
	Iteration 14Q: 3 clusters Score -154216.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -154256.718750 Penalty: 2560.277344
	Iteration 15Q: 3 clusters Score -154256.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -154298.281250 Penalty: 2560.277344
	Iteration 16Q: 3 clusters Score -154298.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -154333.312500 Penalty: 2560.277344
	Iteration 17Q: 3 clusters Score -154333.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -154359.265625 Penalty: 2560.277344
	Iteration 18Q: 3 clusters Score -154359.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -154375.562500 Penalty: 2560.277344
	Iteration 19Q: 3 clusters Score -154375.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -154395.671875 Penalty: 2560.277344
	Iteration 20F: 3 clusters Score -154395.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -154418.421875 Penalty: 2560.277344
	Iteration 21Q: 3 clusters Score -154418.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -154437.906250 Penalty: 2560.277344
	Iteration 22Q: 3 clusters Score -154437.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -154459.750000 Penalty: 2560.277344
	Iteration 23Q: 3 clusters Score -154459.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -154480.640625 Penalty: 2560.277344
	Iteration 24Q: 3 clusters Score -154480.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -154499.359375 Penalty: 2560.277344
	Iteration 25Q: 3 clusters Score -154499.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -154511.062500 Penalty: 2560.277344
	Iteration 26Q: 3 clusters Score -154511.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -154517.125000 Penalty: 2560.277344
	Iteration 27Q: 3 clusters Score -154517.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -154524.421875 Penalty: 2560.277344
	Iteration 28Q: 3 clusters Score -154524.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -154526.234375 Penalty: 2560.277344
	Iteration 29Q: 3 clusters Score -154526.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -154527.578125 Penalty: 2560.277344
	Iteration 30Q: 3 clusters Score -154527.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -154530.578125 Penalty: 2560.277344
	Iteration 31Q: 3 clusters Score -154530.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -154531.171875 Penalty: 2560.277344
	Iteration 32Q: 3 clusters Score -154531.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -154532.187500 Penalty: 2560.277344
	Iteration 33Q: 3 clusters Score -154532.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -154533.921875 Penalty: 2560.277344
	Iteration 34Q: 3 clusters Score -154533.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -154535.828125 Penalty: 2560.277344
	Iteration 35Q: 3 clusters Score -154535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -154536.750000 Penalty: 2560.277344
	Iteration 36Q: 3 clusters Score -154536.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -154536.750000 Penalty: 2560.277344
	Iteration 37F: 3 clusters Score -154536.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Entering Unmasked Estep 
Score: -96455.734375 Penalty: 1214.558350
	Iteration 0F: 2 clusters Score -96455.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -94530.398438 Penalty: 2429.116699
	Iteration 0F: 3 clusters Score -94530.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -94966.054688 Penalty: 2429.116699
	Iteration 1F: 3 clusters Score -94966.05 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -95101.914062 Penalty: 2429.116699
	Iteration 2F: 3 clusters Score -95101.91 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -95194.632812 Penalty: 2429.116699
	Iteration 3F: 3 clusters Score -95194.63 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -95261.945312 Penalty: 2429.116699
	Iteration 4Q: 3 clusters Score -95261.95 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -95304.343750 Penalty: 2429.116699
	Iteration 5Q: 3 clusters Score -95304.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -95332.304688 Penalty: 2429.116699
	Iteration 6Q: 3 clusters Score -95332.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -95356.976562 Penalty: 2429.116699
	Iteration 7Q: 3 clusters Score -95356.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -95378.031250 Penalty: 2429.116699
	Iteration 8Q: 3 clusters Score -95378.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -95396.343750 Penalty: 2429.116699
	Iteration 9Q: 3 clusters Score -95396.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -95413.898438 Penalty: 2429.116699
	Iteration 10Q: 3 clusters Score -95413.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -95428.679688 Penalty: 2429.116699
	Iteration 11Q: 3 clusters Score -95428.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -95450.148438 Penalty: 2429.116699
	Iteration 12Q: 3 clusters Score -95450.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -95476.250000 Penalty: 2429.116699
	Iteration 13Q: 3 clusters Score -95476.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -95495.796875 Penalty: 2429.116699
	Iteration 14Q: 3 clusters Score -95495.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -95511.937500 Penalty: 2429.116699
	Iteration 15Q: 3 clusters Score -95511.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -95524.953125 Penalty: 2429.116699
	Iteration 16Q: 3 clusters Score -95524.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -95544.343750 Penalty: 2429.116699
	Iteration 17Q: 3 clusters Score -95544.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -95561.250000 Penalty: 2429.116699
	Iteration 18Q: 3 clusters Score -95561.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -95584.281250 Penalty: 2429.116699
	Iteration 19Q: 3 clusters Score -95584.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -95600.773438 Penalty: 2429.116699
	Iteration 20F: 3 clusters Score -95600.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -95614.531250 Penalty: 2429.116699
	Iteration 21Q: 3 clusters Score -95614.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -95631.937500 Penalty: 2429.116699
	Iteration 22Q: 3 clusters Score -95631.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -95646.320312 Penalty: 2429.116699
	Iteration 23Q: 3 clusters Score -95646.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -95659.765625 Penalty: 2429.116699
	Iteration 24Q: 3 clusters Score -95659.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -95673.875000 Penalty: 2429.116699
	Iteration 25Q: 3 clusters Score -95673.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -95684.640625 Penalty: 2429.116699
	Iteration 26Q: 3 clusters Score -95684.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -95696.429688 Penalty: 2429.116699
	Iteration 27Q: 3 clusters Score -95696.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -95697.273438 Penalty: 2429.116699
	Iteration 28Q: 3 clusters Score -95697.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -95697.921875 Penalty: 2429.116699
	Iteration 29Q: 3 clusters Score -95697.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -95699.226562 Penalty: 2429.116699
	Iteration 30Q: 3 clusters Score -95699.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -95700.921875 Penalty: 2429.116699
	Iteration 31Q: 3 clusters Score -95700.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -95702.078125 Penalty: 2429.116699
	Iteration 32Q: 3 clusters Score -95702.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -95704.078125 Penalty: 2429.116699
	Iteration 33Q: 3 clusters Score -95704.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -95706.179688 Penalty: 2429.116699
	Iteration 34Q: 3 clusters Score -95706.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -95707.109375 Penalty: 2429.116699
	Iteration 35Q: 3 clusters Score -95707.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -95707.109375 Penalty: 2429.116699
	Iteration 36F: 3 clusters Score -95707.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (53306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53306 members 
Entering Unmasked Estep 
Score: -3316181.000000 Penalty: 1768.618164
	Iteration 0F: 2 clusters Score -3316181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -3280529.750000 Penalty: 3537.236328
	Iteration 0F: 3 clusters Score -3280530 nChanged 24917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3294833.000000 Penalty: 3537.236328
	Iteration 1F: 3 clusters Score -3294833 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -3295543.250000 Penalty: 3537.236328
	Iteration 2Q: 3 clusters Score -3295543 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -3296622.500000 Penalty: 3537.236328
	Iteration 3Q: 3 clusters Score -3296622 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -3298338.750000 Penalty: 3537.236328
	Iteration 4F: 3 clusters Score -3298339 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -3301058.250000 Penalty: 3537.236328
	Iteration 5F: 3 clusters Score -3301058 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -3304794.000000 Penalty: 3537.236328
	Iteration 6F: 3 clusters Score -3304794 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -3308794.500000 Penalty: 3537.236328
	Iteration 7F: 3 clusters Score -3308794 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3311703.000000 Penalty: 3537.236328
	Iteration 8F: 3 clusters Score -3311703 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51652 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3313271.750000 Penalty: 3537.236328
	Iteration 9Q: 3 clusters Score -3313272 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3314026.000000 Penalty: 3537.236328
	Iteration 10Q: 3 clusters Score -3314026 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52827 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3314349.750000 Penalty: 3537.236328
	Iteration 11Q: 3 clusters Score -3314350 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3314490.000000 Penalty: 3537.236328
	Iteration 12Q: 3 clusters Score -3314490 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53015 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3314560.000000 Penalty: 3537.236328
	Iteration 13Q: 3 clusters Score -3314560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3314592.750000 Penalty: 3537.236328
	Iteration 14Q: 3 clusters Score -3314593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53048 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3314612.750000 Penalty: 3537.236328
	Iteration 15Q: 3 clusters Score -3314613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3314624.250000 Penalty: 3537.236328
	Iteration 16Q: 3 clusters Score -3314624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53060 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3314635.000000 Penalty: 3537.236328
	Iteration 17Q: 3 clusters Score -3314635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3314647.750000 Penalty: 3537.236328
	Iteration 18Q: 3 clusters Score -3314648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53070 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3314654.000000 Penalty: 3537.236328
	Iteration 19Q: 3 clusters Score -3314654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3314662.750000 Penalty: 3537.236328
	Iteration 20F: 3 clusters Score -3314663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3314662.750000 Penalty: 3537.236328
	Iteration 21Q: 3 clusters Score -3314663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3314662.750000 Penalty: 3537.236328
	Iteration 22F: 3 clusters Score -3314663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Entering Unmasked Estep 
Score: -506064.343750 Penalty: 1467.999390
	Iteration 0F: 2 clusters Score -506064.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -500017.437500 Penalty: 2935.998779
	Iteration 0F: 3 clusters Score -500017.4 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -501894.468750 Penalty: 2935.998779
	Iteration 1F: 3 clusters Score -501894.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -502100.562500 Penalty: 2935.998779
	Iteration 2F: 3 clusters Score -502100.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -502248.500000 Penalty: 2935.998779
	Iteration 3Q: 3 clusters Score -502248.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -502373.531250 Penalty: 2935.998779
	Iteration 4Q: 3 clusters Score -502373.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -502489.437500 Penalty: 2935.998779
	Iteration 5Q: 3 clusters Score -502489.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -502583.937500 Penalty: 2935.998779
	Iteration 6Q: 3 clusters Score -502583.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -502667.468750 Penalty: 2935.998779
	Iteration 7Q: 3 clusters Score -502667.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -502743.406250 Penalty: 2935.998779
	Iteration 8Q: 3 clusters Score -502743.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -502825.062500 Penalty: 2935.998779
	Iteration 9Q: 3 clusters Score -502825.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -502913.937500 Penalty: 2935.998779
	Iteration 10Q: 3 clusters Score -502913.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -503000.125000 Penalty: 2935.998779
	Iteration 11Q: 3 clusters Score -503000.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -503110.031250 Penalty: 2935.998779
	Iteration 12Q: 3 clusters Score -503110 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -503231.218750 Penalty: 2935.998779
	Iteration 13Q: 3 clusters Score -503231.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -503379.406250 Penalty: 2935.998779
	Iteration 14Q: 3 clusters Score -503379.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -503550.468750 Penalty: 2935.998779
	Iteration 15Q: 3 clusters Score -503550.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -503707.531250 Penalty: 2935.998779
	Iteration 16Q: 3 clusters Score -503707.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -503825.750000 Penalty: 2935.998779
	Iteration 17Q: 3 clusters Score -503825.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -503907.937500 Penalty: 2935.998779
	Iteration 18Q: 3 clusters Score -503907.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -503963.875000 Penalty: 2935.998779
	Iteration 19Q: 3 clusters Score -503963.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -504012.000000 Penalty: 2935.998779
	Iteration 20F: 3 clusters Score -504012 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -504053.500000 Penalty: 2935.998779
	Iteration 21Q: 3 clusters Score -504053.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -504091.593750 Penalty: 2935.998779
	Iteration 22Q: 3 clusters Score -504091.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -504129.531250 Penalty: 2935.998779
	Iteration 23Q: 3 clusters Score -504129.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -504163.937500 Penalty: 2935.998779
	Iteration 24Q: 3 clusters Score -504163.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -504195.531250 Penalty: 2935.998779
	Iteration 25Q: 3 clusters Score -504195.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -504220.187500 Penalty: 2935.998779
	Iteration 26Q: 3 clusters Score -504220.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -504247.125000 Penalty: 2935.998779
	Iteration 27Q: 3 clusters Score -504247.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -504276.625000 Penalty: 2935.998779
	Iteration 28Q: 3 clusters Score -504276.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -504299.875000 Penalty: 2935.998779
	Iteration 29Q: 3 clusters Score -504299.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -504320.031250 Penalty: 2935.998779
	Iteration 30Q: 3 clusters Score -504320 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -504339.781250 Penalty: 2935.998779
	Iteration 31Q: 3 clusters Score -504339.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -504359.218750 Penalty: 2935.998779
	Iteration 32Q: 3 clusters Score -504359.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -504374.531250 Penalty: 2935.998779
	Iteration 33Q: 3 clusters Score -504374.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -504389.875000 Penalty: 2935.998779
	Iteration 34Q: 3 clusters Score -504389.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -504410.562500 Penalty: 2935.998779
	Iteration 35Q: 3 clusters Score -504410.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -504424.906250 Penalty: 2935.998779
	Iteration 36Q: 3 clusters Score -504424.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -504440.750000 Penalty: 2935.998779
	Iteration 37Q: 3 clusters Score -504440.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -504454.562500 Penalty: 2935.998779
	Iteration 38Q: 3 clusters Score -504454.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -504466.843750 Penalty: 2935.998779
	Iteration 39Q: 3 clusters Score -504466.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -504479.437500 Penalty: 2935.998779
	Iteration 40F: 3 clusters Score -504479.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -504489.375000 Penalty: 2935.998779
	Iteration 41Q: 3 clusters Score -504489.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -504498.593750 Penalty: 2935.998779
	Iteration 42Q: 3 clusters Score -504498.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -504508.093750 Penalty: 2935.998779
	Iteration 43Q: 3 clusters Score -504508.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -504517.718750 Penalty: 2935.998779
	Iteration 44Q: 3 clusters Score -504517.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -504527.937500 Penalty: 2935.998779
	Iteration 45Q: 3 clusters Score -504527.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -504535.906250 Penalty: 2935.998779
	Iteration 46Q: 3 clusters Score -504535.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -504545.750000 Penalty: 2935.998779
	Iteration 47Q: 3 clusters Score -504545.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -504550.000000 Penalty: 2935.998779
	Iteration 48Q: 3 clusters Score -504550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -504555.812500 Penalty: 2935.998779
	Iteration 49Q: 3 clusters Score -504555.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -504558.125000 Penalty: 2935.998779
	Iteration 50Q: 3 clusters Score -504558.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -504561.187500 Penalty: 2935.998779
	Iteration 51Q: 3 clusters Score -504561.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -504564.312500 Penalty: 2935.998779
	Iteration 52Q: 3 clusters Score -504564.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -504565.500000 Penalty: 2935.998779
	Iteration 53Q: 3 clusters Score -504565.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -504567.187500 Penalty: 2935.998779
	Iteration 54Q: 3 clusters Score -504567.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -504574.687500 Penalty: 2935.998779
	Iteration 55Q: 3 clusters Score -504574.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -504579.968750 Penalty: 2935.998779
	Iteration 56Q: 3 clusters Score -504580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -504584.281250 Penalty: 2935.998779
	Iteration 57Q: 3 clusters Score -504584.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -504586.718750 Penalty: 2935.998779
	Iteration 58Q: 3 clusters Score -504586.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -504590.218750 Penalty: 2935.998779
	Iteration 59Q: 3 clusters Score -504590.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -504593.343750 Penalty: 2935.998779
	Iteration 60F: 3 clusters Score -504593.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -504598.968750 Penalty: 2935.998779
	Iteration 61Q: 3 clusters Score -504599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -504602.312500 Penalty: 2935.998779
	Iteration 62Q: 3 clusters Score -504602.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -504605.093750 Penalty: 2935.998779
	Iteration 63Q: 3 clusters Score -504605.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -504607.656250 Penalty: 2935.998779
	Iteration 64Q: 3 clusters Score -504607.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -504609.156250 Penalty: 2935.998779
	Iteration 65Q: 3 clusters Score -504609.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -504610.531250 Penalty: 2935.998779
	Iteration 66Q: 3 clusters Score -504610.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -504612.187500 Penalty: 2935.998779
	Iteration 67Q: 3 clusters Score -504612.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -504613.406250 Penalty: 2935.998779
	Iteration 68Q: 3 clusters Score -504613.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -504614.250000 Penalty: 2935.998779
	Iteration 69Q: 3 clusters Score -504614.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -504616.312500 Penalty: 2935.998779
	Iteration 70Q: 3 clusters Score -504616.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -504618.812500 Penalty: 2935.998779
	Iteration 71Q: 3 clusters Score -504618.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -504621.625000 Penalty: 2935.998779
	Iteration 72Q: 3 clusters Score -504621.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -504624.468750 Penalty: 2935.998779
	Iteration 73Q: 3 clusters Score -504624.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -504625.468750 Penalty: 2935.998779
	Iteration 74Q: 3 clusters Score -504625.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -504627.656250 Penalty: 2935.998779
	Iteration 75Q: 3 clusters Score -504627.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -504629.562500 Penalty: 2935.998779
	Iteration 76Q: 3 clusters Score -504629.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -504634.250000 Penalty: 2935.998779
	Iteration 77Q: 3 clusters Score -504634.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -504637.687500 Penalty: 2935.998779
	Iteration 78Q: 3 clusters Score -504637.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -504640.375000 Penalty: 2935.998779
	Iteration 79Q: 3 clusters Score -504640.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -504640.812500 Penalty: 2935.998779
	Iteration 80F: 3 clusters Score -504640.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -504641.718750 Penalty: 2935.998779
	Iteration 81Q: 3 clusters Score -504641.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -504643.843750 Penalty: 2935.998779
	Iteration 82Q: 3 clusters Score -504643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -504643.625000 Penalty: 2935.998779
	Iteration 83Q: 3 clusters Score -504643.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -504645.062500 Penalty: 2935.998779
	Iteration 84Q: 3 clusters Score -504645.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -504644.562500 Penalty: 2935.998779
	Iteration 85Q: 3 clusters Score -504644.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -504645.093750 Penalty: 2935.998779
	Iteration 86Q: 3 clusters Score -504645.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -504645.093750 Penalty: 2935.998779
	Iteration 87F: 3 clusters Score -504645.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (84776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84776 members 
Entering Unmasked Estep 
Score: -5407650.500000 Penalty: 1844.012329
	Iteration 0F: 2 clusters Score -5407650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -5351051.500000 Penalty: 3688.024658
	Iteration 0F: 3 clusters Score -5351052 nChanged 40421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -5375134.000000 Penalty: 3688.024658
	Iteration 1F: 3 clusters Score -5375134 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -5377041.500000 Penalty: 3688.024658
	Iteration 2Q: 3 clusters Score -5377042 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56669 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -5380208.000000 Penalty: 3688.024658
	Iteration 3F: 3 clusters Score -5380208 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63011 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -5385260.500000 Penalty: 3688.024658
	Iteration 4F: 3 clusters Score -5385260 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70211 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -5391877.000000 Penalty: 3688.024658
	Iteration 5F: 3 clusters Score -5391877 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76701 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -5398355.500000 Penalty: 3688.024658
	Iteration 6F: 3 clusters Score -5398356 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81013 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -5402686.000000 Penalty: 3688.024658
	Iteration 7F: 3 clusters Score -5402686 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83074 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5404676.000000 Penalty: 3688.024658
	Iteration 8Q: 3 clusters Score -5404676 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83844 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5405439.000000 Penalty: 3688.024658
	Iteration 9Q: 3 clusters Score -5405439 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84111 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5405730.500000 Penalty: 3688.024658
	Iteration 10Q: 3 clusters Score -5405730 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84209 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5405837.500000 Penalty: 3688.024658
	Iteration 11Q: 3 clusters Score -5405838 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84270 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5405929.000000 Penalty: 3688.024658
	Iteration 12Q: 3 clusters Score -5405929 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84302 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5406009.500000 Penalty: 3688.024658
	Iteration 13Q: 3 clusters Score -5406010 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84325 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5406099.500000 Penalty: 3688.024658
	Iteration 14Q: 3 clusters Score -5406100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84323 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5406137.500000 Penalty: 3688.024658
	Iteration 15Q: 3 clusters Score -5406138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84327 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5406165.000000 Penalty: 3688.024658
	Iteration 16Q: 3 clusters Score -5406165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84335 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5406182.500000 Penalty: 3688.024658
	Iteration 17Q: 3 clusters Score -5406182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84331 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5406208.500000 Penalty: 3688.024658
	Iteration 18Q: 3 clusters Score -5406208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84335 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5406209.500000 Penalty: 3688.024658
	Iteration 19Q: 3 clusters Score -5406210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84334 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5406212.000000 Penalty: 3688.024658
	Iteration 20F: 3 clusters Score -5406212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84333 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5406210.000000 Penalty: 3688.024658
	Iteration 21Q: 3 clusters Score -5406210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84334 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5406215.500000 Penalty: 3688.024658
	Iteration 22Q: 3 clusters Score -5406216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84336 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5406216.500000 Penalty: 3688.024658
	Iteration 23Q: 3 clusters Score -5406216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84338 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5406222.000000 Penalty: 3688.024658
	Iteration 24Q: 3 clusters Score -5406222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84338 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5406222.000000 Penalty: 3688.024658
	Iteration 25F: 3 clusters Score -5406222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Entering Unmasked Estep 
Score: -692209.062500 Penalty: 1509.020874
	Iteration 0F: 2 clusters Score -692209.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -684610.062500 Penalty: 3018.041748
	Iteration 0F: 3 clusters Score -684610.1 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -687408.250000 Penalty: 3018.041748
	Iteration 1F: 3 clusters Score -687408.2 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -687820.625000 Penalty: 3018.041748
	Iteration 2F: 3 clusters Score -687820.6 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -688165.375000 Penalty: 3018.041748
	Iteration 3F: 3 clusters Score -688165.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -688459.937500 Penalty: 3018.041748
	Iteration 4F: 3 clusters Score -688459.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -688778.937500 Penalty: 3018.041748
	Iteration 5F: 3 clusters Score -688778.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -689134.187500 Penalty: 3018.041748
	Iteration 6F: 3 clusters Score -689134.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -689504.812500 Penalty: 3018.041748
	Iteration 7F: 3 clusters Score -689504.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -689904.000000 Penalty: 3018.041748
	Iteration 8Q: 3 clusters Score -689904 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -690370.687500 Penalty: 3018.041748
	Iteration 9Q: 3 clusters Score -690370.7 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -690809.875000 Penalty: 3018.041748
	Iteration 10Q: 3 clusters Score -690809.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -691215.625000 Penalty: 3018.041748
	Iteration 11Q: 3 clusters Score -691215.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -691521.812500 Penalty: 3018.041748
	Iteration 12Q: 3 clusters Score -691521.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -691709.437500 Penalty: 3018.041748
	Iteration 13Q: 3 clusters Score -691709.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -691790.687500 Penalty: 3018.041748
	Iteration 14Q: 3 clusters Score -691790.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -691831.437500 Penalty: 3018.041748
	Iteration 15Q: 3 clusters Score -691831.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -691861.500000 Penalty: 3018.041748
	Iteration 16Q: 3 clusters Score -691861.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -691870.250000 Penalty: 3018.041748
	Iteration 17Q: 3 clusters Score -691870.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -691878.312500 Penalty: 3018.041748
	Iteration 18Q: 3 clusters Score -691878.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -691879.250000 Penalty: 3018.041748
	Iteration 19Q: 3 clusters Score -691879.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -691881.875000 Penalty: 3018.041748
	Iteration 20F: 3 clusters Score -691881.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -691883.250000 Penalty: 3018.041748
	Iteration 21Q: 3 clusters Score -691883.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -691883.125000 Penalty: 3018.041748
	Iteration 22Q: 3 clusters Score -691883.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -691882.375000 Penalty: 3018.041748
	Iteration 23Q: 3 clusters Score -691882.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -691883.750000 Penalty: 3018.041748
	Iteration 24Q: 3 clusters Score -691883.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -691883.375000 Penalty: 3018.041748
	Iteration 25Q: 3 clusters Score -691883.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -691883.687500 Penalty: 3018.041748
	Iteration 26Q: 3 clusters Score -691883.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -691885.750000 Penalty: 3018.041748
	Iteration 27Q: 3 clusters Score -691885.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -691888.250000 Penalty: 3018.041748
	Iteration 28Q: 3 clusters Score -691888.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -691890.062500 Penalty: 3018.041748
	Iteration 29Q: 3 clusters Score -691890.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -691890.562500 Penalty: 3018.041748
	Iteration 30Q: 3 clusters Score -691890.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -691891.187500 Penalty: 3018.041748
	Iteration 31Q: 3 clusters Score -691891.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -691891.750000 Penalty: 3018.041748
	Iteration 32Q: 3 clusters Score -691891.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -691891.937500 Penalty: 3018.041748
	Iteration 33Q: 3 clusters Score -691891.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -691891.437500 Penalty: 3018.041748
	Iteration 34Q: 3 clusters Score -691891.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -691892.125000 Penalty: 3018.041748
	Iteration 35Q: 3 clusters Score -691892.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -691892.125000 Penalty: 3018.041748
	Iteration 36F: 3 clusters Score -691892.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Entering Unmasked Estep 
Score: -174161.000000 Penalty: 1284.694214
	Iteration 0F: 2 clusters Score -174161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -171615.375000 Penalty: 2569.388428
	Iteration 0F: 3 clusters Score -171615.4 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -172209.484375 Penalty: 2569.388428
	Iteration 1F: 3 clusters Score -172209.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -172319.046875 Penalty: 2569.388428
	Iteration 2F: 3 clusters Score -172319 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -172385.390625 Penalty: 2569.388428
	Iteration 3Q: 3 clusters Score -172385.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -172434.328125 Penalty: 2569.388428
	Iteration 4Q: 3 clusters Score -172434.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -172466.109375 Penalty: 2569.388428
	Iteration 5Q: 3 clusters Score -172466.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -172490.171875 Penalty: 2569.388428
	Iteration 6Q: 3 clusters Score -172490.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -172503.531250 Penalty: 2569.388428
	Iteration 7Q: 3 clusters Score -172503.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -172514.390625 Penalty: 2569.388428
	Iteration 8Q: 3 clusters Score -172514.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -172519.281250 Penalty: 2569.388428
	Iteration 9Q: 3 clusters Score -172519.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -172522.171875 Penalty: 2569.388428
	Iteration 10Q: 3 clusters Score -172522.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -172523.859375 Penalty: 2569.388428
	Iteration 11Q: 3 clusters Score -172523.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -172525.484375 Penalty: 2569.388428
	Iteration 12Q: 3 clusters Score -172525.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -172527.421875 Penalty: 2569.388428
	Iteration 13Q: 3 clusters Score -172527.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -172528.875000 Penalty: 2569.388428
	Iteration 14Q: 3 clusters Score -172528.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -172530.125000 Penalty: 2569.388428
	Iteration 15Q: 3 clusters Score -172530.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -172531.796875 Penalty: 2569.388428
	Iteration 16Q: 3 clusters Score -172531.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -172533.609375 Penalty: 2569.388428
	Iteration 17Q: 3 clusters Score -172533.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -172534.984375 Penalty: 2569.388428
	Iteration 18Q: 3 clusters Score -172535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -172537.656250 Penalty: 2569.388428
	Iteration 19Q: 3 clusters Score -172537.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -172541.765625 Penalty: 2569.388428
	Iteration 20F: 3 clusters Score -172541.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -172544.968750 Penalty: 2569.388428
	Iteration 21Q: 3 clusters Score -172545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -172547.359375 Penalty: 2569.388428
	Iteration 22Q: 3 clusters Score -172547.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -172548.703125 Penalty: 2569.388428
	Iteration 23Q: 3 clusters Score -172548.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -172549.312500 Penalty: 2569.388428
	Iteration 24Q: 3 clusters Score -172549.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -172549.890625 Penalty: 2569.388428
	Iteration 25Q: 3 clusters Score -172549.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -172550.500000 Penalty: 2569.388428
	Iteration 26Q: 3 clusters Score -172550.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -172551.468750 Penalty: 2569.388428
	Iteration 27Q: 3 clusters Score -172551.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -172552.281250 Penalty: 2569.388428
	Iteration 28Q: 3 clusters Score -172552.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -172552.734375 Penalty: 2569.388428
	Iteration 29Q: 3 clusters Score -172552.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -172553.312500 Penalty: 2569.388428
	Iteration 30Q: 3 clusters Score -172553.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -172553.421875 Penalty: 2569.388428
	Iteration 31Q: 3 clusters Score -172553.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -172554.937500 Penalty: 2569.388428
	Iteration 32Q: 3 clusters Score -172554.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -172556.078125 Penalty: 2569.388428
	Iteration 33Q: 3 clusters Score -172556.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -172558.734375 Penalty: 2569.388428
	Iteration 34Q: 3 clusters Score -172558.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -172560.125000 Penalty: 2569.388428
	Iteration 35Q: 3 clusters Score -172560.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -172561.062500 Penalty: 2569.388428
	Iteration 36Q: 3 clusters Score -172561.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -172561.953125 Penalty: 2569.388428
	Iteration 37Q: 3 clusters Score -172562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -172563.109375 Penalty: 2569.388428
	Iteration 38Q: 3 clusters Score -172563.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -172564.062500 Penalty: 2569.388428
	Iteration 39Q: 3 clusters Score -172564.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -172565.046875 Penalty: 2569.388428
	Iteration 40F: 3 clusters Score -172565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -172566.187500 Penalty: 2569.388428
	Iteration 41Q: 3 clusters Score -172566.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -172567.656250 Penalty: 2569.388428
	Iteration 42Q: 3 clusters Score -172567.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -172569.031250 Penalty: 2569.388428
	Iteration 43Q: 3 clusters Score -172569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -172570.562500 Penalty: 2569.388428
	Iteration 44Q: 3 clusters Score -172570.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -172571.937500 Penalty: 2569.388428
	Iteration 45Q: 3 clusters Score -172571.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -172571.578125 Penalty: 2569.388428
	Iteration 46Q: 3 clusters Score -172571.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -172572.265625 Penalty: 2569.388428
	Iteration 47Q: 3 clusters Score -172572.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -172573.062500 Penalty: 2569.388428
	Iteration 48Q: 3 clusters Score -172573.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -172573.015625 Penalty: 2569.388428
	Iteration 49Q: 3 clusters Score -172573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -172573.828125 Penalty: 2569.388428
	Iteration 50Q: 3 clusters Score -172573.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -172574.937500 Penalty: 2569.388428
	Iteration 51Q: 3 clusters Score -172574.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -172575.734375 Penalty: 2569.388428
	Iteration 52Q: 3 clusters Score -172575.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -172576.203125 Penalty: 2569.388428
	Iteration 53Q: 3 clusters Score -172576.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -172576.859375 Penalty: 2569.388428
	Iteration 54Q: 3 clusters Score -172576.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -172577.500000 Penalty: 2569.388428
	Iteration 55Q: 3 clusters Score -172577.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -172577.500000 Penalty: 2569.388428
	Iteration 56F: 3 clusters Score -172577.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Entering Unmasked Estep 
Score: -404214.187500 Penalty: 1434.224976
	Iteration 0F: 2 clusters Score -404214.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -399096.218750 Penalty: 2868.449951
	Iteration 0F: 3 clusters Score -399096.2 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -400822.093750 Penalty: 2868.449951
	Iteration 1F: 3 clusters Score -400822.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -401222.375000 Penalty: 2868.449951
	Iteration 2F: 3 clusters Score -401222.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -401655.031250 Penalty: 2868.449951
	Iteration 3F: 3 clusters Score -401655 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -402123.031250 Penalty: 2868.449951
	Iteration 4F: 3 clusters Score -402123 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -402548.343750 Penalty: 2868.449951
	Iteration 5F: 3 clusters Score -402548.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -402913.593750 Penalty: 2868.449951
	Iteration 6F: 3 clusters Score -402913.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -403171.968750 Penalty: 2868.449951
	Iteration 7Q: 3 clusters Score -403172 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -403353.468750 Penalty: 2868.449951
	Iteration 8Q: 3 clusters Score -403353.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -403476.625000 Penalty: 2868.449951
	Iteration 9Q: 3 clusters Score -403476.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -403559.125000 Penalty: 2868.449951
	Iteration 10Q: 3 clusters Score -403559.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -403612.031250 Penalty: 2868.449951
	Iteration 11Q: 3 clusters Score -403612 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -403643.125000 Penalty: 2868.449951
	Iteration 12Q: 3 clusters Score -403643.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -403667.906250 Penalty: 2868.449951
	Iteration 13Q: 3 clusters Score -403667.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -403680.000000 Penalty: 2868.449951
	Iteration 14Q: 3 clusters Score -403680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -403690.281250 Penalty: 2868.449951
	Iteration 15Q: 3 clusters Score -403690.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -403699.781250 Penalty: 2868.449951
	Iteration 16Q: 3 clusters Score -403699.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -403707.906250 Penalty: 2868.449951
	Iteration 17Q: 3 clusters Score -403707.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -403714.218750 Penalty: 2868.449951
	Iteration 18Q: 3 clusters Score -403714.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -403717.156250 Penalty: 2868.449951
	Iteration 19Q: 3 clusters Score -403717.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -403720.406250 Penalty: 2868.449951
	Iteration 20F: 3 clusters Score -403720.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -403723.937500 Penalty: 2868.449951
	Iteration 21Q: 3 clusters Score -403723.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -403725.125000 Penalty: 2868.449951
	Iteration 22Q: 3 clusters Score -403725.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -403727.750000 Penalty: 2868.449951
	Iteration 23Q: 3 clusters Score -403727.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -403728.656250 Penalty: 2868.449951
	Iteration 24Q: 3 clusters Score -403728.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -403728.531250 Penalty: 2868.449951
	Iteration 25Q: 3 clusters Score -403728.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -403730.718750 Penalty: 2868.449951
	Iteration 26Q: 3 clusters Score -403730.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -403734.593750 Penalty: 2868.449951
	Iteration 27Q: 3 clusters Score -403734.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -403735.125000 Penalty: 2868.449951
	Iteration 28Q: 3 clusters Score -403735.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -403736.718750 Penalty: 2868.449951
	Iteration 29Q: 3 clusters Score -403736.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -403738.031250 Penalty: 2868.449951
	Iteration 30Q: 3 clusters Score -403738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -403738.781250 Penalty: 2868.449951
	Iteration 31Q: 3 clusters Score -403738.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -403741.218750 Penalty: 2868.449951
	Iteration 32Q: 3 clusters Score -403741.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -403742.562500 Penalty: 2868.449951
	Iteration 33Q: 3 clusters Score -403742.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -403744.187500 Penalty: 2868.449951
	Iteration 34Q: 3 clusters Score -403744.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -403744.187500 Penalty: 2868.449951
	Iteration 35F: 3 clusters Score -403744.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Entering Unmasked Estep 
Score: -470066.468750 Penalty: 1458.909302
	Iteration 0F: 2 clusters Score -470066.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -464242.718750 Penalty: 2917.818604
	Iteration 0F: 3 clusters Score -464242.7 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -466375.093750 Penalty: 2917.818604
	Iteration 1F: 3 clusters Score -466375.1 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -466923.625000 Penalty: 2917.818604
	Iteration 2F: 3 clusters Score -466923.6 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -467515.937500 Penalty: 2917.818604
	Iteration 3F: 3 clusters Score -467515.9 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -468115.687500 Penalty: 2917.818604
	Iteration 4F: 3 clusters Score -468115.7 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -468598.187500 Penalty: 2917.818604
	Iteration 5F: 3 clusters Score -468598.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -468920.812500 Penalty: 2917.818604
	Iteration 6F: 3 clusters Score -468920.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -469105.625000 Penalty: 2917.818604
	Iteration 7Q: 3 clusters Score -469105.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -469234.281250 Penalty: 2917.818604
	Iteration 8Q: 3 clusters Score -469234.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -469342.375000 Penalty: 2917.818604
	Iteration 9Q: 3 clusters Score -469342.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -469442.937500 Penalty: 2917.818604
	Iteration 10Q: 3 clusters Score -469442.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -469520.937500 Penalty: 2917.818604
	Iteration 11Q: 3 clusters Score -469520.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -469583.281250 Penalty: 2917.818604
	Iteration 12Q: 3 clusters Score -469583.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -469625.812500 Penalty: 2917.818604
	Iteration 13Q: 3 clusters Score -469625.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -469657.656250 Penalty: 2917.818604
	Iteration 14Q: 3 clusters Score -469657.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -469680.406250 Penalty: 2917.818604
	Iteration 15Q: 3 clusters Score -469680.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -469693.718750 Penalty: 2917.818604
	Iteration 16Q: 3 clusters Score -469693.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -469704.718750 Penalty: 2917.818604
	Iteration 17Q: 3 clusters Score -469704.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -469711.468750 Penalty: 2917.818604
	Iteration 18Q: 3 clusters Score -469711.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -469716.062500 Penalty: 2917.818604
	Iteration 19Q: 3 clusters Score -469716.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -469716.406250 Penalty: 2917.818604
	Iteration 20F: 3 clusters Score -469716.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -469719.281250 Penalty: 2917.818604
	Iteration 21Q: 3 clusters Score -469719.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -469722.562500 Penalty: 2917.818604
	Iteration 22Q: 3 clusters Score -469722.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -469721.875000 Penalty: 2917.818604
	Iteration 23Q: 3 clusters Score -469721.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -469723.875000 Penalty: 2917.818604
	Iteration 24Q: 3 clusters Score -469723.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -469723.593750 Penalty: 2917.818604
	Iteration 25Q: 3 clusters Score -469723.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -469723.968750 Penalty: 2917.818604
	Iteration 26Q: 3 clusters Score -469724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -469723.500000 Penalty: 2917.818604
	Iteration 27Q: 3 clusters Score -469723.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -469723.937500 Penalty: 2917.818604
	Iteration 28Q: 3 clusters Score -469723.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -469724.250000 Penalty: 2917.818604
	Iteration 29Q: 3 clusters Score -469724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -469725.218750 Penalty: 2917.818604
	Iteration 30Q: 3 clusters Score -469725.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -469724.875000 Penalty: 2917.818604
	Iteration 31Q: 3 clusters Score -469724.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -469724.968750 Penalty: 2917.818604
	Iteration 32Q: 3 clusters Score -469725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -469724.906250 Penalty: 2917.818604
	Iteration 33Q: 3 clusters Score -469724.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -469726.312500 Penalty: 2917.818604
	Iteration 34Q: 3 clusters Score -469726.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -469726.093750 Penalty: 2917.818604
	Iteration 35Q: 3 clusters Score -469726.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -469726.031250 Penalty: 2917.818604
	Iteration 36Q: 3 clusters Score -469726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -469726.875000 Penalty: 2917.818604
	Iteration 37Q: 3 clusters Score -469726.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -469728.687500 Penalty: 2917.818604
	Iteration 38Q: 3 clusters Score -469728.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -469728.500000 Penalty: 2917.818604
	Iteration 39Q: 3 clusters Score -469728.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -469730.156250 Penalty: 2917.818604
	Iteration 40F: 3 clusters Score -469730.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Entering Unmasked Estep 
Score: -398950.718750 Penalty: 1411.791626
	Iteration 0F: 2 clusters Score -398950.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -394367.406250 Penalty: 2823.583252
	Iteration 0F: 3 clusters Score -394367.4 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -395684.843750 Penalty: 2823.583252
	Iteration 1F: 3 clusters Score -395684.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -395846.250000 Penalty: 2823.583252
	Iteration 2F: 3 clusters Score -395846.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -395937.375000 Penalty: 2823.583252
	Iteration 3Q: 3 clusters Score -395937.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -396013.718750 Penalty: 2823.583252
	Iteration 4Q: 3 clusters Score -396013.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -396096.187500 Penalty: 2823.583252
	Iteration 5Q: 3 clusters Score -396096.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -396162.250000 Penalty: 2823.583252
	Iteration 6Q: 3 clusters Score -396162.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -396234.625000 Penalty: 2823.583252
	Iteration 7Q: 3 clusters Score -396234.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -396306.187500 Penalty: 2823.583252
	Iteration 8Q: 3 clusters Score -396306.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -396406.031250 Penalty: 2823.583252
	Iteration 9Q: 3 clusters Score -396406 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -396506.281250 Penalty: 2823.583252
	Iteration 10Q: 3 clusters Score -396506.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -396603.562500 Penalty: 2823.583252
	Iteration 11Q: 3 clusters Score -396603.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -396708.781250 Penalty: 2823.583252
	Iteration 12Q: 3 clusters Score -396708.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -396830.562500 Penalty: 2823.583252
	Iteration 13Q: 3 clusters Score -396830.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -396949.500000 Penalty: 2823.583252
	Iteration 14Q: 3 clusters Score -396949.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -397059.812500 Penalty: 2823.583252
	Iteration 15Q: 3 clusters Score -397059.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -397147.468750 Penalty: 2823.583252
	Iteration 16Q: 3 clusters Score -397147.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -397244.843750 Penalty: 2823.583252
	Iteration 17Q: 3 clusters Score -397244.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -397347.937500 Penalty: 2823.583252
	Iteration 18Q: 3 clusters Score -397347.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -397431.281250 Penalty: 2823.583252
	Iteration 19Q: 3 clusters Score -397431.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -397499.312500 Penalty: 2823.583252
	Iteration 20F: 3 clusters Score -397499.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -397548.468750 Penalty: 2823.583252
	Iteration 21Q: 3 clusters Score -397548.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -397581.937500 Penalty: 2823.583252
	Iteration 22Q: 3 clusters Score -397581.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -397604.937500 Penalty: 2823.583252
	Iteration 23Q: 3 clusters Score -397604.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -397616.062500 Penalty: 2823.583252
	Iteration 24Q: 3 clusters Score -397616.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -397621.093750 Penalty: 2823.583252
	Iteration 25Q: 3 clusters Score -397621.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -397624.843750 Penalty: 2823.583252
	Iteration 26Q: 3 clusters Score -397624.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -397633.343750 Penalty: 2823.583252
	Iteration 27Q: 3 clusters Score -397633.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -397649.750000 Penalty: 2823.583252
	Iteration 28Q: 3 clusters Score -397649.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -397667.937500 Penalty: 2823.583252
	Iteration 29Q: 3 clusters Score -397667.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -397679.781250 Penalty: 2823.583252
	Iteration 30Q: 3 clusters Score -397679.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -397684.250000 Penalty: 2823.583252
	Iteration 31Q: 3 clusters Score -397684.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -397686.000000 Penalty: 2823.583252
	Iteration 32Q: 3 clusters Score -397686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -397689.468750 Penalty: 2823.583252
	Iteration 33Q: 3 clusters Score -397689.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -397691.218750 Penalty: 2823.583252
	Iteration 34Q: 3 clusters Score -397691.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -397693.156250 Penalty: 2823.583252
	Iteration 35Q: 3 clusters Score -397693.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -397695.812500 Penalty: 2823.583252
	Iteration 36Q: 3 clusters Score -397695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -397697.906250 Penalty: 2823.583252
	Iteration 37Q: 3 clusters Score -397697.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -397704.843750 Penalty: 2823.583252
	Iteration 38Q: 3 clusters Score -397704.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -397708.375000 Penalty: 2823.583252
	Iteration 39Q: 3 clusters Score -397708.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -397711.750000 Penalty: 2823.583252
	Iteration 40F: 3 clusters Score -397711.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -397713.187500 Penalty: 2823.583252
	Iteration 41Q: 3 clusters Score -397713.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -397713.187500 Penalty: 2823.583252
	Iteration 42F: 3 clusters Score -397713.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Entering Unmasked Estep 
Score: -471162.406250 Penalty: 1460.419556
	Iteration 0F: 2 clusters Score -471162.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -465372.156250 Penalty: 2920.839111
	Iteration 0F: 3 clusters Score -465372.2 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -467304.406250 Penalty: 2920.839111
	Iteration 1F: 3 clusters Score -467304.4 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -467877.750000 Penalty: 2920.839111
	Iteration 2F: 3 clusters Score -467877.8 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -468679.812500 Penalty: 2920.839111
	Iteration 3F: 3 clusters Score -468679.8 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -469759.468750 Penalty: 2920.839111
	Iteration 4F: 3 clusters Score -469759.5 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -470551.656250 Penalty: 2920.839111
	Iteration 5F: 3 clusters Score -470551.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -470903.406250 Penalty: 2920.839111
	Iteration 6F: 3 clusters Score -470903.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -471043.031250 Penalty: 2920.839111
	Iteration 7Q: 3 clusters Score -471043 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -471112.562500 Penalty: 2920.839111
	Iteration 8Q: 3 clusters Score -471112.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -471156.312500 Penalty: 2920.839111
	Iteration 9Q: 3 clusters Score -471156.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -471191.687500 Penalty: 2920.839111
	Iteration 10Q: 3 clusters Score -471191.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -471226.062500 Penalty: 2920.839111
	Iteration 11Q: 3 clusters Score -471226.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -471254.812500 Penalty: 2920.839111
	Iteration 12Q: 3 clusters Score -471254.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -471280.250000 Penalty: 2920.839111
	Iteration 13Q: 3 clusters Score -471280.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -471304.593750 Penalty: 2920.839111
	Iteration 14Q: 3 clusters Score -471304.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -471329.437500 Penalty: 2920.839111
	Iteration 15Q: 3 clusters Score -471329.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -471355.562500 Penalty: 2920.839111
	Iteration 16Q: 3 clusters Score -471355.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -471384.187500 Penalty: 2920.839111
	Iteration 17Q: 3 clusters Score -471384.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -471415.187500 Penalty: 2920.839111
	Iteration 18Q: 3 clusters Score -471415.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -471445.343750 Penalty: 2920.839111
	Iteration 19Q: 3 clusters Score -471445.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -471473.656250 Penalty: 2920.839111
	Iteration 20F: 3 clusters Score -471473.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -471496.281250 Penalty: 2920.839111
	Iteration 21Q: 3 clusters Score -471496.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -471508.468750 Penalty: 2920.839111
	Iteration 22Q: 3 clusters Score -471508.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -471514.500000 Penalty: 2920.839111
	Iteration 23Q: 3 clusters Score -471514.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -471519.812500 Penalty: 2920.839111
	Iteration 24Q: 3 clusters Score -471519.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -471525.031250 Penalty: 2920.839111
	Iteration 25Q: 3 clusters Score -471525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -471526.531250 Penalty: 2920.839111
	Iteration 26Q: 3 clusters Score -471526.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -471529.968750 Penalty: 2920.839111
	Iteration 27Q: 3 clusters Score -471530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -471532.531250 Penalty: 2920.839111
	Iteration 28Q: 3 clusters Score -471532.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -471535.375000 Penalty: 2920.839111
	Iteration 29Q: 3 clusters Score -471535.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -471537.562500 Penalty: 2920.839111
	Iteration 30Q: 3 clusters Score -471537.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -471539.062500 Penalty: 2920.839111
	Iteration 31Q: 3 clusters Score -471539.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -471541.125000 Penalty: 2920.839111
	Iteration 32Q: 3 clusters Score -471541.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -471541.437500 Penalty: 2920.839111
	Iteration 33Q: 3 clusters Score -471541.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -471544.625000 Penalty: 2920.839111
	Iteration 34Q: 3 clusters Score -471544.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -471546.937500 Penalty: 2920.839111
	Iteration 35Q: 3 clusters Score -471546.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -471551.406250 Penalty: 2920.839111
	Iteration 36Q: 3 clusters Score -471551.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -471553.062500 Penalty: 2920.839111
	Iteration 37Q: 3 clusters Score -471553.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -471557.468750 Penalty: 2920.839111
	Iteration 38Q: 3 clusters Score -471557.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -471563.000000 Penalty: 2920.839111
	Iteration 39Q: 3 clusters Score -471563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -471566.468750 Penalty: 2920.839111
	Iteration 40F: 3 clusters Score -471566.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -471571.906250 Penalty: 2920.839111
	Iteration 41Q: 3 clusters Score -471571.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -471576.968750 Penalty: 2920.839111
	Iteration 42Q: 3 clusters Score -471577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -471581.937500 Penalty: 2920.839111
	Iteration 43Q: 3 clusters Score -471581.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -471583.656250 Penalty: 2920.839111
	Iteration 44Q: 3 clusters Score -471583.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -471586.500000 Penalty: 2920.839111
	Iteration 45Q: 3 clusters Score -471586.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -471588.562500 Penalty: 2920.839111
	Iteration 46Q: 3 clusters Score -471588.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -471589.437500 Penalty: 2920.839111
	Iteration 47Q: 3 clusters Score -471589.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -471590.687500 Penalty: 2920.839111
	Iteration 48Q: 3 clusters Score -471590.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -471591.375000 Penalty: 2920.839111
	Iteration 49Q: 3 clusters Score -471591.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -471593.187500 Penalty: 2920.839111
	Iteration 50Q: 3 clusters Score -471593.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -471592.781250 Penalty: 2920.839111
	Iteration 51Q: 3 clusters Score -471592.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -471593.750000 Penalty: 2920.839111
	Iteration 52Q: 3 clusters Score -471593.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -471594.187500 Penalty: 2920.839111
	Iteration 53Q: 3 clusters Score -471594.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -471594.187500 Penalty: 2920.839111
	Iteration 54F: 3 clusters Score -471594.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 12849 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2638 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53306 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 84776 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5931 members 
Mstep: Class 14 contains 692 members 
Mstep: Class 15 contains 15068 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49729 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10861 members 
Mstep: Class 21 contains 4719 members 
Mstep: Class 22 contains 4944 members 
Mstep: Class 23 contains 10831 members 
Mstep: Class 24 contains 1139 members 
Mstep: Class 25 contains 7308 members 
Entering Unmasked Estep 
Score: -21343416.000000 Penalty: 51972.636719
Splitting cluster 14 changes total score from -21343674.000000 to -21343416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (15068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Entering Unmasked Estep 
Score: -899706.500000 Penalty: 1563.303467
	Iteration 0F: 2 clusters Score -899706.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -889293.875000 Penalty: 3126.606934
	Iteration 0F: 3 clusters Score -889293.9 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -893146.812500 Penalty: 3126.606934
	Iteration 1F: 3 clusters Score -893146.8 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -893849.125000 Penalty: 3126.606934
	Iteration 2F: 3 clusters Score -893849.1 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -894605.625000 Penalty: 3126.606934
	Iteration 3F: 3 clusters Score -894605.6 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -895299.375000 Penalty: 3126.606934
	Iteration 4F: 3 clusters Score -895299.4 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -895833.625000 Penalty: 3126.606934
	Iteration 5F: 3 clusters Score -895833.6 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -896279.250000 Penalty: 3126.606934
	Iteration 6F: 3 clusters Score -896279.2 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -896647.500000 Penalty: 3126.606934
	Iteration 7Q: 3 clusters Score -896647.5 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -896961.000000 Penalty: 3126.606934
	Iteration 8Q: 3 clusters Score -896961 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -897230.812500 Penalty: 3126.606934
	Iteration 9Q: 3 clusters Score -897230.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -897441.125000 Penalty: 3126.606934
	Iteration 10Q: 3 clusters Score -897441.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -897623.812500 Penalty: 3126.606934
	Iteration 11Q: 3 clusters Score -897623.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -897757.312500 Penalty: 3126.606934
	Iteration 12Q: 3 clusters Score -897757.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -897857.437500 Penalty: 3126.606934
	Iteration 13Q: 3 clusters Score -897857.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -897930.312500 Penalty: 3126.606934
	Iteration 14Q: 3 clusters Score -897930.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -898009.937500 Penalty: 3126.606934
	Iteration 15Q: 3 clusters Score -898009.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -898082.812500 Penalty: 3126.606934
	Iteration 16Q: 3 clusters Score -898082.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -898150.375000 Penalty: 3126.606934
	Iteration 17Q: 3 clusters Score -898150.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -898236.062500 Penalty: 3126.606934
	Iteration 18Q: 3 clusters Score -898236.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -898341.625000 Penalty: 3126.606934
	Iteration 19Q: 3 clusters Score -898341.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -898449.750000 Penalty: 3126.606934
	Iteration 20F: 3 clusters Score -898449.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -898549.750000 Penalty: 3126.606934
	Iteration 21Q: 3 clusters Score -898549.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -898654.500000 Penalty: 3126.606934
	Iteration 22Q: 3 clusters Score -898654.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -898749.875000 Penalty: 3126.606934
	Iteration 23Q: 3 clusters Score -898749.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -898833.750000 Penalty: 3126.606934
	Iteration 24Q: 3 clusters Score -898833.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -898909.312500 Penalty: 3126.606934
	Iteration 25Q: 3 clusters Score -898909.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -898996.750000 Penalty: 3126.606934
	Iteration 26Q: 3 clusters Score -898996.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -899100.125000 Penalty: 3126.606934
	Iteration 27Q: 3 clusters Score -899100.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -899205.750000 Penalty: 3126.606934
	Iteration 28Q: 3 clusters Score -899205.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -899302.312500 Penalty: 3126.606934
	Iteration 29Q: 3 clusters Score -899302.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -899383.625000 Penalty: 3126.606934
	Iteration 30Q: 3 clusters Score -899383.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -899443.750000 Penalty: 3126.606934
	Iteration 31Q: 3 clusters Score -899443.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -899493.812500 Penalty: 3126.606934
	Iteration 32Q: 3 clusters Score -899493.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -899527.125000 Penalty: 3126.606934
	Iteration 33Q: 3 clusters Score -899527.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -899544.875000 Penalty: 3126.606934
	Iteration 34Q: 3 clusters Score -899544.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -899561.625000 Penalty: 3126.606934
	Iteration 35Q: 3 clusters Score -899561.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -899568.875000 Penalty: 3126.606934
	Iteration 36Q: 3 clusters Score -899568.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -899578.937500 Penalty: 3126.606934
	Iteration 37Q: 3 clusters Score -899578.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -899586.812500 Penalty: 3126.606934
	Iteration 38Q: 3 clusters Score -899586.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -899594.812500 Penalty: 3126.606934
	Iteration 39Q: 3 clusters Score -899594.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -899603.062500 Penalty: 3126.606934
	Iteration 40F: 3 clusters Score -899603.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -899606.812500 Penalty: 3126.606934
	Iteration 41Q: 3 clusters Score -899606.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -899608.500000 Penalty: 3126.606934
	Iteration 42Q: 3 clusters Score -899608.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -899615.750000 Penalty: 3126.606934
	Iteration 43Q: 3 clusters Score -899615.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -899620.187500 Penalty: 3126.606934
	Iteration 44Q: 3 clusters Score -899620.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -899620.437500 Penalty: 3126.606934
	Iteration 45Q: 3 clusters Score -899620.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -899623.062500 Penalty: 3126.606934
	Iteration 46Q: 3 clusters Score -899623.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -899624.500000 Penalty: 3126.606934
	Iteration 47Q: 3 clusters Score -899624.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -899627.500000 Penalty: 3126.606934
	Iteration 48Q: 3 clusters Score -899627.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -899631.687500 Penalty: 3126.606934
	Iteration 49Q: 3 clusters Score -899631.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -899635.812500 Penalty: 3126.606934
	Iteration 50Q: 3 clusters Score -899635.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -899637.687500 Penalty: 3126.606934
	Iteration 51Q: 3 clusters Score -899637.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -899642.687500 Penalty: 3126.606934
	Iteration 52Q: 3 clusters Score -899642.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -899646.250000 Penalty: 3126.606934
	Iteration 53Q: 3 clusters Score -899646.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -899647.625000 Penalty: 3126.606934
	Iteration 54Q: 3 clusters Score -899647.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -899649.687500 Penalty: 3126.606934
	Iteration 55Q: 3 clusters Score -899649.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -899652.312500 Penalty: 3126.606934
	Iteration 56Q: 3 clusters Score -899652.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -899655.250000 Penalty: 3126.606934
	Iteration 57Q: 3 clusters Score -899655.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -899658.562500 Penalty: 3126.606934
	Iteration 58Q: 3 clusters Score -899658.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -899662.812500 Penalty: 3126.606934
	Iteration 59Q: 3 clusters Score -899662.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -899666.625000 Penalty: 3126.606934
	Iteration 60F: 3 clusters Score -899666.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -899665.812500 Penalty: 3126.606934
	Iteration 61Q: 3 clusters Score -899665.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -899665.312500 Penalty: 3126.606934
	Iteration 62Q: 3 clusters Score -899665.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -899666.187500 Penalty: 3126.606934
	Iteration 63Q: 3 clusters Score -899666.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -899666.187500 Penalty: 3126.606934
	Iteration 64F: 3 clusters Score -899666.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Entering Unmasked Estep 
Score: -276037.218750 Penalty: 1397.629761
	Iteration 0F: 2 clusters Score -276037.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -271822.562500 Penalty: 2795.259521
	Iteration 0F: 3 clusters Score -271822.6 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -273158.218750 Penalty: 2795.259521
	Iteration 1F: 3 clusters Score -273158.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -273517.500000 Penalty: 2795.259521
	Iteration 2F: 3 clusters Score -273517.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -273847.343750 Penalty: 2795.259521
	Iteration 3F: 3 clusters Score -273847.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -274137.937500 Penalty: 2795.259521
	Iteration 4F: 3 clusters Score -274137.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -274329.250000 Penalty: 2795.259521
	Iteration 5F: 3 clusters Score -274329.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -274459.343750 Penalty: 2795.259521
	Iteration 6Q: 3 clusters Score -274459.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -274546.531250 Penalty: 2795.259521
	Iteration 7Q: 3 clusters Score -274546.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -274587.156250 Penalty: 2795.259521
	Iteration 8Q: 3 clusters Score -274587.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -274618.875000 Penalty: 2795.259521
	Iteration 9Q: 3 clusters Score -274618.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -274641.281250 Penalty: 2795.259521
	Iteration 10Q: 3 clusters Score -274641.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -274658.750000 Penalty: 2795.259521
	Iteration 11Q: 3 clusters Score -274658.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -274667.218750 Penalty: 2795.259521
	Iteration 12Q: 3 clusters Score -274667.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -274674.250000 Penalty: 2795.259521
	Iteration 13Q: 3 clusters Score -274674.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -274681.656250 Penalty: 2795.259521
	Iteration 14Q: 3 clusters Score -274681.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -274688.625000 Penalty: 2795.259521
	Iteration 15Q: 3 clusters Score -274688.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -274699.843750 Penalty: 2795.259521
	Iteration 16Q: 3 clusters Score -274699.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -274706.000000 Penalty: 2795.259521
	Iteration 17Q: 3 clusters Score -274706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -274711.562500 Penalty: 2795.259521
	Iteration 18Q: 3 clusters Score -274711.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -274715.312500 Penalty: 2795.259521
	Iteration 19Q: 3 clusters Score -274715.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -274721.718750 Penalty: 2795.259521
	Iteration 20F: 3 clusters Score -274721.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -274724.500000 Penalty: 2795.259521
	Iteration 21Q: 3 clusters Score -274724.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -274730.093750 Penalty: 2795.259521
	Iteration 22Q: 3 clusters Score -274730.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -274735.000000 Penalty: 2795.259521
	Iteration 23Q: 3 clusters Score -274735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -274742.937500 Penalty: 2795.259521
	Iteration 24Q: 3 clusters Score -274742.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -274745.468750 Penalty: 2795.259521
	Iteration 25Q: 3 clusters Score -274745.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -274748.343750 Penalty: 2795.259521
	Iteration 26Q: 3 clusters Score -274748.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -274749.875000 Penalty: 2795.259521
	Iteration 27Q: 3 clusters Score -274749.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -274751.187500 Penalty: 2795.259521
	Iteration 28Q: 3 clusters Score -274751.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -274752.468750 Penalty: 2795.259521
	Iteration 29Q: 3 clusters Score -274752.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -274753.468750 Penalty: 2795.259521
	Iteration 30Q: 3 clusters Score -274753.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -274754.562500 Penalty: 2795.259521
	Iteration 31Q: 3 clusters Score -274754.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -274756.687500 Penalty: 2795.259521
	Iteration 32Q: 3 clusters Score -274756.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -274757.187500 Penalty: 2795.259521
	Iteration 33Q: 3 clusters Score -274757.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -274757.781250 Penalty: 2795.259521
	Iteration 34Q: 3 clusters Score -274757.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -274758.000000 Penalty: 2795.259521
	Iteration 35Q: 3 clusters Score -274758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -274759.562500 Penalty: 2795.259521
	Iteration 36Q: 3 clusters Score -274759.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -274760.687500 Penalty: 2795.259521
	Iteration 37Q: 3 clusters Score -274760.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -274761.093750 Penalty: 2795.259521
	Iteration 38Q: 3 clusters Score -274761.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -274762.750000 Penalty: 2795.259521
	Iteration 39Q: 3 clusters Score -274762.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -274763.718750 Penalty: 2795.259521
	Iteration 40F: 3 clusters Score -274763.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -274766.312500 Penalty: 2795.259521
	Iteration 41Q: 3 clusters Score -274766.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -274767.937500 Penalty: 2795.259521
	Iteration 42Q: 3 clusters Score -274767.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -274768.125000 Penalty: 2795.259521
	Iteration 43Q: 3 clusters Score -274768.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -274768.656250 Penalty: 2795.259521
	Iteration 44Q: 3 clusters Score -274768.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -274768.437500 Penalty: 2795.259521
	Iteration 45Q: 3 clusters Score -274768.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -274768.437500 Penalty: 2795.259521
	Iteration 46F: 3 clusters Score -274768.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Entering Unmasked Estep 
Score: -91514.617188 Penalty: 1196.944580
	Iteration 0F: 2 clusters Score -91514.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -89685.851562 Penalty: 2393.889160
	Iteration 0F: 3 clusters Score -89685.85 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -90011.242188 Penalty: 2393.889160
	Iteration 1F: 3 clusters Score -90011.24 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -90117.406250 Penalty: 2393.889160
	Iteration 2F: 3 clusters Score -90117.41 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -90174.257812 Penalty: 2393.889160
	Iteration 3F: 3 clusters Score -90174.26 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -90209.453125 Penalty: 2393.889160
	Iteration 4Q: 3 clusters Score -90209.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -90235.218750 Penalty: 2393.889160
	Iteration 5Q: 3 clusters Score -90235.22 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -90261.773438 Penalty: 2393.889160
	Iteration 6Q: 3 clusters Score -90261.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -90278.000000 Penalty: 2393.889160
	Iteration 7Q: 3 clusters Score -90278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -90294.710938 Penalty: 2393.889160
	Iteration 8Q: 3 clusters Score -90294.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -90308.789062 Penalty: 2393.889160
	Iteration 9Q: 3 clusters Score -90308.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -90322.648438 Penalty: 2393.889160
	Iteration 10Q: 3 clusters Score -90322.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -90336.992188 Penalty: 2393.889160
	Iteration 11Q: 3 clusters Score -90336.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -90351.648438 Penalty: 2393.889160
	Iteration 12Q: 3 clusters Score -90351.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -90373.226562 Penalty: 2393.889160
	Iteration 13Q: 3 clusters Score -90373.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -90390.984375 Penalty: 2393.889160
	Iteration 14Q: 3 clusters Score -90390.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -90414.828125 Penalty: 2393.889160
	Iteration 15Q: 3 clusters Score -90414.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -90453.226562 Penalty: 2393.889160
	Iteration 16Q: 3 clusters Score -90453.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -90481.398438 Penalty: 2393.889160
	Iteration 17Q: 3 clusters Score -90481.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -90531.460938 Penalty: 2393.889160
	Iteration 18Q: 3 clusters Score -90531.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -90577.265625 Penalty: 2393.889160
	Iteration 19Q: 3 clusters Score -90577.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -90610.976562 Penalty: 2393.889160
	Iteration 20F: 3 clusters Score -90610.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -90648.937500 Penalty: 2393.889160
	Iteration 21Q: 3 clusters Score -90648.94 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -90684.164062 Penalty: 2393.889160
	Iteration 22Q: 3 clusters Score -90684.16 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -90720.375000 Penalty: 2393.889160
	Iteration 23Q: 3 clusters Score -90720.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -90755.906250 Penalty: 2393.889160
	Iteration 24Q: 3 clusters Score -90755.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -90795.750000 Penalty: 2393.889160
	Iteration 25Q: 3 clusters Score -90795.75 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -90829.921875 Penalty: 2393.889160
	Iteration 26Q: 3 clusters Score -90829.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -90856.859375 Penalty: 2393.889160
	Iteration 27Q: 3 clusters Score -90856.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -90885.593750 Penalty: 2393.889160
	Iteration 28Q: 3 clusters Score -90885.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -90909.445312 Penalty: 2393.889160
	Iteration 29Q: 3 clusters Score -90909.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -90937.218750 Penalty: 2393.889160
	Iteration 30Q: 3 clusters Score -90937.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -90956.890625 Penalty: 2393.889160
	Iteration 31Q: 3 clusters Score -90956.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -90993.093750 Penalty: 2393.889160
	Iteration 32Q: 3 clusters Score -90993.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -91025.945312 Penalty: 2393.889160
	Iteration 33Q: 3 clusters Score -91025.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -91056.875000 Penalty: 2393.889160
	Iteration 34Q: 3 clusters Score -91056.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -91085.054688 Penalty: 2393.889160
	Iteration 35Q: 3 clusters Score -91085.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -91100.398438 Penalty: 2393.889160
	Iteration 36Q: 3 clusters Score -91100.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -91107.765625 Penalty: 2393.889160
	Iteration 37Q: 3 clusters Score -91107.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -91117.617188 Penalty: 2393.889160
	Iteration 38Q: 3 clusters Score -91117.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -91124.304688 Penalty: 2393.889160
	Iteration 39Q: 3 clusters Score -91124.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -91133.906250 Penalty: 2393.889160
	Iteration 40F: 3 clusters Score -91133.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -91143.140625 Penalty: 2393.889160
	Iteration 41Q: 3 clusters Score -91143.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -91147.585938 Penalty: 2393.889160
	Iteration 42Q: 3 clusters Score -91147.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -91154.117188 Penalty: 2393.889160
	Iteration 43Q: 3 clusters Score -91154.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -91158.515625 Penalty: 2393.889160
	Iteration 44Q: 3 clusters Score -91158.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -91160.460938 Penalty: 2393.889160
	Iteration 45Q: 3 clusters Score -91160.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -91161.296875 Penalty: 2393.889160
	Iteration 46Q: 3 clusters Score -91161.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -91163.304688 Penalty: 2393.889160
	Iteration 47Q: 3 clusters Score -91163.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -91163.750000 Penalty: 2393.889160
	Iteration 48Q: 3 clusters Score -91163.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -91164.898438 Penalty: 2393.889160
	Iteration 49Q: 3 clusters Score -91164.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -91167.984375 Penalty: 2393.889160
	Iteration 50Q: 3 clusters Score -91167.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -91169.210938 Penalty: 2393.889160
	Iteration 51Q: 3 clusters Score -91169.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -91169.210938 Penalty: 2393.889160
	Iteration 52F: 3 clusters Score -91169.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Entering Unmasked Estep 
Score: -3045932.750000 Penalty: 1757.330811
	Iteration 0F: 2 clusters Score -3045933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -3012576.250000 Penalty: 3514.661621
	Iteration 0F: 3 clusters Score -3012576 nChanged 23371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -3025712.750000 Penalty: 3514.661621
	Iteration 1F: 3 clusters Score -3025713 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -3026154.750000 Penalty: 3514.661621
	Iteration 2Q: 3 clusters Score -3026155 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -3026673.750000 Penalty: 3514.661621
	Iteration 3Q: 3 clusters Score -3026674 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -3027204.750000 Penalty: 3514.661621
	Iteration 4Q: 3 clusters Score -3027205 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -3027912.750000 Penalty: 3514.661621
	Iteration 5Q: 3 clusters Score -3027913 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -3029017.750000 Penalty: 3514.661621
	Iteration 6Q: 3 clusters Score -3029018 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -3030821.250000 Penalty: 3514.661621
	Iteration 7F: 3 clusters Score -3030821 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -3033618.750000 Penalty: 3514.661621
	Iteration 8F: 3 clusters Score -3033619 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -3037271.250000 Penalty: 3514.661621
	Iteration 9F: 3 clusters Score -3037271 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -3040818.750000 Penalty: 3514.661621
	Iteration 10F: 3 clusters Score -3040819 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -3042981.000000 Penalty: 3514.661621
	Iteration 11Q: 3 clusters Score -3042981 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 49141 members 
Entering Unmasked Estep 
Score: -3043828.250000 Penalty: 3514.661621
	Iteration 12Q: 3 clusters Score -3043828 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
Score: -3044143.750000 Penalty: 3514.661621
	Iteration 13Q: 3 clusters Score -3044144 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -3044268.250000 Penalty: 3514.661621
	Iteration 14Q: 3 clusters Score -3044268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -3044325.500000 Penalty: 3514.661621
	Iteration 15Q: 3 clusters Score -3044326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -3044366.500000 Penalty: 3514.661621
	Iteration 16Q: 3 clusters Score -3044366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 49558 members 
Entering Unmasked Estep 
Score: -3044384.750000 Penalty: 3514.661621
	Iteration 17Q: 3 clusters Score -3044385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -3044402.250000 Penalty: 3514.661621
	Iteration 18Q: 3 clusters Score -3044402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -3044406.500000 Penalty: 3514.661621
	Iteration 19Q: 3 clusters Score -3044406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -3044409.500000 Penalty: 3514.661621
	Iteration 20F: 3 clusters Score -3044410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -3044417.250000 Penalty: 3514.661621
	Iteration 21Q: 3 clusters Score -3044417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -3044421.750000 Penalty: 3514.661621
	Iteration 22Q: 3 clusters Score -3044422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -3044421.750000 Penalty: 3514.661621
	Iteration 23F: 3 clusters Score -3044422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Entering Unmasked Estep 
Score: -328499.531250 Penalty: 1383.978882
	Iteration 0F: 2 clusters Score -328499.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -324515.750000 Penalty: 2767.957764
	Iteration 0F: 3 clusters Score -324515.8 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -325613.281250 Penalty: 2767.957764
	Iteration 1F: 3 clusters Score -325613.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -325772.031250 Penalty: 2767.957764
	Iteration 2F: 3 clusters Score -325772 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -325852.406250 Penalty: 2767.957764
	Iteration 3Q: 3 clusters Score -325852.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -325902.593750 Penalty: 2767.957764
	Iteration 4Q: 3 clusters Score -325902.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -325940.125000 Penalty: 2767.957764
	Iteration 5Q: 3 clusters Score -325940.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -325977.875000 Penalty: 2767.957764
	Iteration 6Q: 3 clusters Score -325977.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -326013.250000 Penalty: 2767.957764
	Iteration 7Q: 3 clusters Score -326013.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -326049.031250 Penalty: 2767.957764
	Iteration 8Q: 3 clusters Score -326049 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -326081.531250 Penalty: 2767.957764
	Iteration 9Q: 3 clusters Score -326081.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -326123.468750 Penalty: 2767.957764
	Iteration 10Q: 3 clusters Score -326123.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -326174.250000 Penalty: 2767.957764
	Iteration 11Q: 3 clusters Score -326174.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -326227.343750 Penalty: 2767.957764
	Iteration 12Q: 3 clusters Score -326227.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -326304.500000 Penalty: 2767.957764
	Iteration 13Q: 3 clusters Score -326304.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -326388.937500 Penalty: 2767.957764
	Iteration 14Q: 3 clusters Score -326388.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -326480.812500 Penalty: 2767.957764
	Iteration 15Q: 3 clusters Score -326480.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -326576.781250 Penalty: 2767.957764
	Iteration 16Q: 3 clusters Score -326576.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -326688.250000 Penalty: 2767.957764
	Iteration 17Q: 3 clusters Score -326688.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -326826.531250 Penalty: 2767.957764
	Iteration 18Q: 3 clusters Score -326826.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -326933.281250 Penalty: 2767.957764
	Iteration 19Q: 3 clusters Score -326933.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -326999.968750 Penalty: 2767.957764
	Iteration 20F: 3 clusters Score -327000 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -327055.406250 Penalty: 2767.957764
	Iteration 21Q: 3 clusters Score -327055.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -327103.406250 Penalty: 2767.957764
	Iteration 22Q: 3 clusters Score -327103.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -327145.281250 Penalty: 2767.957764
	Iteration 23Q: 3 clusters Score -327145.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -327175.718750 Penalty: 2767.957764
	Iteration 24Q: 3 clusters Score -327175.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -327204.375000 Penalty: 2767.957764
	Iteration 25Q: 3 clusters Score -327204.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -327230.593750 Penalty: 2767.957764
	Iteration 26Q: 3 clusters Score -327230.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -327246.125000 Penalty: 2767.957764
	Iteration 27Q: 3 clusters Score -327246.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -327257.281250 Penalty: 2767.957764
	Iteration 28Q: 3 clusters Score -327257.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -327263.343750 Penalty: 2767.957764
	Iteration 29Q: 3 clusters Score -327263.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -327267.531250 Penalty: 2767.957764
	Iteration 30Q: 3 clusters Score -327267.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -327272.218750 Penalty: 2767.957764
	Iteration 31Q: 3 clusters Score -327272.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -327275.156250 Penalty: 2767.957764
	Iteration 32Q: 3 clusters Score -327275.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -327275.156250 Penalty: 2767.957764
	Iteration 33F: 3 clusters Score -327275.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Entering Unmasked Estep 
Score: -691361.937500 Penalty: 1510.101685
	Iteration 0F: 2 clusters Score -691361.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -683644.375000 Penalty: 3020.203369
	Iteration 0F: 3 clusters Score -683644.4 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -686076.750000 Penalty: 3020.203369
	Iteration 1F: 3 clusters Score -686076.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -686292.812500 Penalty: 3020.203369
	Iteration 2F: 3 clusters Score -686292.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -686491.562500 Penalty: 3020.203369
	Iteration 3Q: 3 clusters Score -686491.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -686663.437500 Penalty: 3020.203369
	Iteration 4Q: 3 clusters Score -686663.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -686817.687500 Penalty: 3020.203369
	Iteration 5Q: 3 clusters Score -686817.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -686985.812500 Penalty: 3020.203369
	Iteration 6Q: 3 clusters Score -686985.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -687165.625000 Penalty: 3020.203369
	Iteration 7Q: 3 clusters Score -687165.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -687349.750000 Penalty: 3020.203369
	Iteration 8Q: 3 clusters Score -687349.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -687561.125000 Penalty: 3020.203369
	Iteration 9Q: 3 clusters Score -687561.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -687794.562500 Penalty: 3020.203369
	Iteration 10Q: 3 clusters Score -687794.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -688075.000000 Penalty: 3020.203369
	Iteration 11Q: 3 clusters Score -688075 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -688396.750000 Penalty: 3020.203369
	Iteration 12Q: 3 clusters Score -688396.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -688699.062500 Penalty: 3020.203369
	Iteration 13Q: 3 clusters Score -688699.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -688915.750000 Penalty: 3020.203369
	Iteration 14Q: 3 clusters Score -688915.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -689070.187500 Penalty: 3020.203369
	Iteration 15Q: 3 clusters Score -689070.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -689162.437500 Penalty: 3020.203369
	Iteration 16Q: 3 clusters Score -689162.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -689235.687500 Penalty: 3020.203369
	Iteration 17Q: 3 clusters Score -689235.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -689295.250000 Penalty: 3020.203369
	Iteration 18Q: 3 clusters Score -689295.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -689346.062500 Penalty: 3020.203369
	Iteration 19Q: 3 clusters Score -689346.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -689392.062500 Penalty: 3020.203369
	Iteration 20F: 3 clusters Score -689392.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -689430.187500 Penalty: 3020.203369
	Iteration 21Q: 3 clusters Score -689430.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -689466.062500 Penalty: 3020.203369
	Iteration 22Q: 3 clusters Score -689466.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -689495.625000 Penalty: 3020.203369
	Iteration 23Q: 3 clusters Score -689495.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -689519.000000 Penalty: 3020.203369
	Iteration 24Q: 3 clusters Score -689519 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -689540.125000 Penalty: 3020.203369
	Iteration 25Q: 3 clusters Score -689540.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -689551.625000 Penalty: 3020.203369
	Iteration 26Q: 3 clusters Score -689551.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -689567.875000 Penalty: 3020.203369
	Iteration 27Q: 3 clusters Score -689567.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -689579.437500 Penalty: 3020.203369
	Iteration 28Q: 3 clusters Score -689579.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -689590.000000 Penalty: 3020.203369
	Iteration 29Q: 3 clusters Score -689590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -689598.562500 Penalty: 3020.203369
	Iteration 30Q: 3 clusters Score -689598.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -689607.937500 Penalty: 3020.203369
	Iteration 31Q: 3 clusters Score -689607.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -689616.562500 Penalty: 3020.203369
	Iteration 32Q: 3 clusters Score -689616.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -689629.437500 Penalty: 3020.203369
	Iteration 33Q: 3 clusters Score -689629.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -689639.312500 Penalty: 3020.203369
	Iteration 34Q: 3 clusters Score -689639.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -689644.625000 Penalty: 3020.203369
	Iteration 35Q: 3 clusters Score -689644.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -689651.625000 Penalty: 3020.203369
	Iteration 36Q: 3 clusters Score -689651.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -689658.312500 Penalty: 3020.203369
	Iteration 37Q: 3 clusters Score -689658.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -689659.375000 Penalty: 3020.203369
	Iteration 38Q: 3 clusters Score -689659.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -689661.187500 Penalty: 3020.203369
	Iteration 39Q: 3 clusters Score -689661.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -689665.062500 Penalty: 3020.203369
	Iteration 40F: 3 clusters Score -689665.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -689667.625000 Penalty: 3020.203369
	Iteration 41Q: 3 clusters Score -689667.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -689666.437500 Penalty: 3020.203369
	Iteration 42Q: 3 clusters Score -689666.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -689667.187500 Penalty: 3020.203369
	Iteration 43Q: 3 clusters Score -689667.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -689670.437500 Penalty: 3020.203369
	Iteration 44Q: 3 clusters Score -689670.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -689671.687500 Penalty: 3020.203369
	Iteration 45Q: 3 clusters Score -689671.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -689671.375000 Penalty: 3020.203369
	Iteration 46Q: 3 clusters Score -689671.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -689672.000000 Penalty: 3020.203369
	Iteration 47Q: 3 clusters Score -689672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -689673.750000 Penalty: 3020.203369
	Iteration 48Q: 3 clusters Score -689673.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -689674.000000 Penalty: 3020.203369
	Iteration 49Q: 3 clusters Score -689674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -689673.812500 Penalty: 3020.203369
	Iteration 50Q: 3 clusters Score -689673.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -689675.875000 Penalty: 3020.203369
	Iteration 51Q: 3 clusters Score -689675.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -689679.187500 Penalty: 3020.203369
	Iteration 52Q: 3 clusters Score -689679.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -689677.687500 Penalty: 3020.203369
	Iteration 53Q: 3 clusters Score -689677.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -689680.250000 Penalty: 3020.203369
	Iteration 54Q: 3 clusters Score -689680.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -689682.000000 Penalty: 3020.203369
	Iteration 55Q: 3 clusters Score -689682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -689683.375000 Penalty: 3020.203369
	Iteration 56Q: 3 clusters Score -689683.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -689683.125000 Penalty: 3020.203369
	Iteration 57Q: 3 clusters Score -689683.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -689684.187500 Penalty: 3020.203369
	Iteration 58Q: 3 clusters Score -689684.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -689684.125000 Penalty: 3020.203369
	Iteration 59Q: 3 clusters Score -689684.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -689686.937500 Penalty: 3020.203369
	Iteration 60F: 3 clusters Score -689686.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -689688.937500 Penalty: 3020.203369
	Iteration 61Q: 3 clusters Score -689688.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -689691.125000 Penalty: 3020.203369
	Iteration 62Q: 3 clusters Score -689691.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -689691.375000 Penalty: 3020.203369
	Iteration 63Q: 3 clusters Score -689691.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -689691.750000 Penalty: 3020.203369
	Iteration 64Q: 3 clusters Score -689691.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -689692.250000 Penalty: 3020.203369
	Iteration 65Q: 3 clusters Score -689692.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -689692.562500 Penalty: 3020.203369
	Iteration 66Q: 3 clusters Score -689692.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -689692.312500 Penalty: 3020.203369
	Iteration 67Q: 3 clusters Score -689692.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -689694.375000 Penalty: 3020.203369
	Iteration 68Q: 3 clusters Score -689694.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -689693.937500 Penalty: 3020.203369
	Iteration 69Q: 3 clusters Score -689693.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -689695.500000 Penalty: 3020.203369
	Iteration 70Q: 3 clusters Score -689695.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -689695.437500 Penalty: 3020.203369
	Iteration 71Q: 3 clusters Score -689695.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -689695.375000 Penalty: 3020.203369
	Iteration 72Q: 3 clusters Score -689695.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -689696.312500 Penalty: 3020.203369
	Iteration 73Q: 3 clusters Score -689696.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -689696.625000 Penalty: 3020.203369
	Iteration 74Q: 3 clusters Score -689696.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -689698.000000 Penalty: 3020.203369
	Iteration 75Q: 3 clusters Score -689698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -689700.187500 Penalty: 3020.203369
	Iteration 76Q: 3 clusters Score -689700.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -689700.937500 Penalty: 3020.203369
	Iteration 77Q: 3 clusters Score -689700.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -689701.875000 Penalty: 3020.203369
	Iteration 78Q: 3 clusters Score -689701.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -689702.750000 Penalty: 3020.203369
	Iteration 79Q: 3 clusters Score -689702.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -689702.437500 Penalty: 3020.203369
	Iteration 80F: 3 clusters Score -689702.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -689703.187500 Penalty: 3020.203369
	Iteration 81Q: 3 clusters Score -689703.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -689702.812500 Penalty: 3020.203369
	Iteration 82Q: 3 clusters Score -689702.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -689704.937500 Penalty: 3020.203369
	Iteration 83Q: 3 clusters Score -689704.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -689707.000000 Penalty: 3020.203369
	Iteration 84Q: 3 clusters Score -689707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -689710.562500 Penalty: 3020.203369
	Iteration 85Q: 3 clusters Score -689710.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -689709.875000 Penalty: 3020.203369
	Iteration 86Q: 3 clusters Score -689709.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -689713.687500 Penalty: 3020.203369
	Iteration 87Q: 3 clusters Score -689713.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -689716.562500 Penalty: 3020.203369
	Iteration 88Q: 3 clusters Score -689716.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -689719.125000 Penalty: 3020.203369
	Iteration 89Q: 3 clusters Score -689719.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -689718.875000 Penalty: 3020.203369
	Iteration 90Q: 3 clusters Score -689718.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -689719.250000 Penalty: 3020.203369
	Iteration 91Q: 3 clusters Score -689719.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -689720.250000 Penalty: 3020.203369
	Iteration 92Q: 3 clusters Score -689720.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -689723.812500 Penalty: 3020.203369
	Iteration 93Q: 3 clusters Score -689723.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -689726.250000 Penalty: 3020.203369
	Iteration 94Q: 3 clusters Score -689726.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -689726.125000 Penalty: 3020.203369
	Iteration 95Q: 3 clusters Score -689726.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -689728.812500 Penalty: 3020.203369
	Iteration 96Q: 3 clusters Score -689728.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -689731.187500 Penalty: 3020.203369
	Iteration 97Q: 3 clusters Score -689731.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -689733.750000 Penalty: 3020.203369
	Iteration 98Q: 3 clusters Score -689733.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -689733.687500 Penalty: 3020.203369
	Iteration 99Q: 3 clusters Score -689733.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -689737.562500 Penalty: 3020.203369
	Iteration 100F: 3 clusters Score -689737.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -689741.187500 Penalty: 3020.203369
	Iteration 101Q: 3 clusters Score -689741.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -689744.187500 Penalty: 3020.203369
	Iteration 102Q: 3 clusters Score -689744.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -689746.062500 Penalty: 3020.203369
	Iteration 103Q: 3 clusters Score -689746.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -689750.125000 Penalty: 3020.203369
	Iteration 104Q: 3 clusters Score -689750.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -689753.062500 Penalty: 3020.203369
	Iteration 105Q: 3 clusters Score -689753.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -689753.875000 Penalty: 3020.203369
	Iteration 106Q: 3 clusters Score -689753.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -689756.562500 Penalty: 3020.203369
	Iteration 107Q: 3 clusters Score -689756.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -689757.375000 Penalty: 3020.203369
	Iteration 108Q: 3 clusters Score -689757.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -689761.812500 Penalty: 3020.203369
	Iteration 109Q: 3 clusters Score -689761.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -689766.500000 Penalty: 3020.203369
	Iteration 110Q: 3 clusters Score -689766.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -689768.062500 Penalty: 3020.203369
	Iteration 111Q: 3 clusters Score -689768.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -689772.375000 Penalty: 3020.203369
	Iteration 112Q: 3 clusters Score -689772.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -689773.187500 Penalty: 3020.203369
	Iteration 113Q: 3 clusters Score -689773.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -689773.250000 Penalty: 3020.203369
	Iteration 114Q: 3 clusters Score -689773.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -689776.125000 Penalty: 3020.203369
	Iteration 115Q: 3 clusters Score -689776.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -689777.187500 Penalty: 3020.203369
	Iteration 116Q: 3 clusters Score -689777.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -689779.125000 Penalty: 3020.203369
	Iteration 117Q: 3 clusters Score -689779.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -689779.187500 Penalty: 3020.203369
	Iteration 118Q: 3 clusters Score -689779.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -689779.187500 Penalty: 3020.203369
	Iteration 119Q: 3 clusters Score -689779.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -689780.187500 Penalty: 3020.203369
	Iteration 120F: 3 clusters Score -689780.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -689779.562500 Penalty: 3020.203369
	Iteration 121Q: 3 clusters Score -689779.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -689781.562500 Penalty: 3020.203369
	Iteration 122Q: 3 clusters Score -689781.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -689782.312500 Penalty: 3020.203369
	Iteration 123Q: 3 clusters Score -689782.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -689782.000000 Penalty: 3020.203369
	Iteration 124Q: 3 clusters Score -689782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -689783.500000 Penalty: 3020.203369
	Iteration 125Q: 3 clusters Score -689783.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -689786.500000 Penalty: 3020.203369
	Iteration 126Q: 3 clusters Score -689786.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -689785.750000 Penalty: 3020.203369
	Iteration 127Q: 3 clusters Score -689785.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -689786.937500 Penalty: 3020.203369
	Iteration 128Q: 3 clusters Score -689786.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -689791.250000 Penalty: 3020.203369
	Iteration 129Q: 3 clusters Score -689791.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -689797.062500 Penalty: 3020.203369
	Iteration 130Q: 3 clusters Score -689797.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -689802.500000 Penalty: 3020.203369
	Iteration 131Q: 3 clusters Score -689802.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -689802.500000 Penalty: 3020.203369
	Iteration 132Q: 3 clusters Score -689802.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -689806.125000 Penalty: 3020.203369
	Iteration 133Q: 3 clusters Score -689806.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -689810.250000 Penalty: 3020.203369
	Iteration 134Q: 3 clusters Score -689810.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -689812.125000 Penalty: 3020.203369
	Iteration 135Q: 3 clusters Score -689812.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -689817.687500 Penalty: 3020.203369
	Iteration 136Q: 3 clusters Score -689817.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -689822.750000 Penalty: 3020.203369
	Iteration 137Q: 3 clusters Score -689822.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -689828.562500 Penalty: 3020.203369
	Iteration 138Q: 3 clusters Score -689828.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -689833.062500 Penalty: 3020.203369
	Iteration 139Q: 3 clusters Score -689833.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -689836.187500 Penalty: 3020.203369
	Iteration 140F: 3 clusters Score -689836.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -689840.750000 Penalty: 3020.203369
	Iteration 141Q: 3 clusters Score -689840.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -689843.437500 Penalty: 3020.203369
	Iteration 142Q: 3 clusters Score -689843.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -689847.250000 Penalty: 3020.203369
	Iteration 143Q: 3 clusters Score -689847.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -689849.250000 Penalty: 3020.203369
	Iteration 144Q: 3 clusters Score -689849.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -689854.687500 Penalty: 3020.203369
	Iteration 145Q: 3 clusters Score -689854.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -689861.500000 Penalty: 3020.203369
	Iteration 146Q: 3 clusters Score -689861.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -689867.500000 Penalty: 3020.203369
	Iteration 147Q: 3 clusters Score -689867.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -689870.125000 Penalty: 3020.203369
	Iteration 148Q: 3 clusters Score -689870.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -689875.250000 Penalty: 3020.203369
	Iteration 149Q: 3 clusters Score -689875.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -689877.187500 Penalty: 3020.203369
	Iteration 150Q: 3 clusters Score -689877.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -689883.437500 Penalty: 3020.203369
	Iteration 151Q: 3 clusters Score -689883.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -689888.062500 Penalty: 3020.203369
	Iteration 152Q: 3 clusters Score -689888.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -689892.937500 Penalty: 3020.203369
	Iteration 153Q: 3 clusters Score -689892.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -689899.562500 Penalty: 3020.203369
	Iteration 154Q: 3 clusters Score -689899.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -689908.437500 Penalty: 3020.203369
	Iteration 155Q: 3 clusters Score -689908.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -689916.187500 Penalty: 3020.203369
	Iteration 156Q: 3 clusters Score -689916.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -689918.562500 Penalty: 3020.203369
	Iteration 157Q: 3 clusters Score -689918.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -689920.250000 Penalty: 3020.203369
	Iteration 158Q: 3 clusters Score -689920.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -689924.437500 Penalty: 3020.203369
	Iteration 159Q: 3 clusters Score -689924.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -689929.187500 Penalty: 3020.203369
	Iteration 160F: 3 clusters Score -689929.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -689931.750000 Penalty: 3020.203369
	Iteration 161Q: 3 clusters Score -689931.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -689935.250000 Penalty: 3020.203369
	Iteration 162Q: 3 clusters Score -689935.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -689935.812500 Penalty: 3020.203369
	Iteration 163Q: 3 clusters Score -689935.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -689937.687500 Penalty: 3020.203369
	Iteration 164Q: 3 clusters Score -689937.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -689939.437500 Penalty: 3020.203369
	Iteration 165Q: 3 clusters Score -689939.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -689944.875000 Penalty: 3020.203369
	Iteration 166Q: 3 clusters Score -689944.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -689951.187500 Penalty: 3020.203369
	Iteration 167Q: 3 clusters Score -689951.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -689956.687500 Penalty: 3020.203369
	Iteration 168Q: 3 clusters Score -689956.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -689960.500000 Penalty: 3020.203369
	Iteration 169Q: 3 clusters Score -689960.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -689963.062500 Penalty: 3020.203369
	Iteration 170Q: 3 clusters Score -689963.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -689963.312500 Penalty: 3020.203369
	Iteration 171Q: 3 clusters Score -689963.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -689964.125000 Penalty: 3020.203369
	Iteration 172Q: 3 clusters Score -689964.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -689965.312500 Penalty: 3020.203369
	Iteration 173Q: 3 clusters Score -689965.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -689965.625000 Penalty: 3020.203369
	Iteration 174Q: 3 clusters Score -689965.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -689965.625000 Penalty: 3020.203369
	Iteration 175F: 3 clusters Score -689965.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Entering Unmasked Estep 
Score: -269566.750000 Penalty: 1374.644775
	Iteration 0F: 2 clusters Score -269566.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -265781.187500 Penalty: 2749.289551
	Iteration 0F: 3 clusters Score -265781.2 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -266790.000000 Penalty: 2749.289551
	Iteration 1F: 3 clusters Score -266790 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -267022.750000 Penalty: 2749.289551
	Iteration 2F: 3 clusters Score -267022.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -267228.625000 Penalty: 2749.289551
	Iteration 3F: 3 clusters Score -267228.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -267383.093750 Penalty: 2749.289551
	Iteration 4F: 3 clusters Score -267383.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -267529.562500 Penalty: 2749.289551
	Iteration 5Q: 3 clusters Score -267529.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -267649.218750 Penalty: 2749.289551
	Iteration 6Q: 3 clusters Score -267649.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -267769.593750 Penalty: 2749.289551
	Iteration 7Q: 3 clusters Score -267769.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -267860.968750 Penalty: 2749.289551
	Iteration 8Q: 3 clusters Score -267861 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -267935.187500 Penalty: 2749.289551
	Iteration 9Q: 3 clusters Score -267935.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -268021.406250 Penalty: 2749.289551
	Iteration 10Q: 3 clusters Score -268021.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -268108.562500 Penalty: 2749.289551
	Iteration 11Q: 3 clusters Score -268108.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -268218.093750 Penalty: 2749.289551
	Iteration 12Q: 3 clusters Score -268218.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -268312.156250 Penalty: 2749.289551
	Iteration 13Q: 3 clusters Score -268312.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -268401.187500 Penalty: 2749.289551
	Iteration 14Q: 3 clusters Score -268401.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -268472.875000 Penalty: 2749.289551
	Iteration 15Q: 3 clusters Score -268472.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -268523.937500 Penalty: 2749.289551
	Iteration 16Q: 3 clusters Score -268523.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -268562.218750 Penalty: 2749.289551
	Iteration 17Q: 3 clusters Score -268562.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -268591.843750 Penalty: 2749.289551
	Iteration 18Q: 3 clusters Score -268591.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -268613.250000 Penalty: 2749.289551
	Iteration 19Q: 3 clusters Score -268613.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -268640.937500 Penalty: 2749.289551
	Iteration 20F: 3 clusters Score -268640.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -268665.843750 Penalty: 2749.289551
	Iteration 21Q: 3 clusters Score -268665.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -268699.156250 Penalty: 2749.289551
	Iteration 22Q: 3 clusters Score -268699.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -268727.000000 Penalty: 2749.289551
	Iteration 23Q: 3 clusters Score -268727 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -268765.093750 Penalty: 2749.289551
	Iteration 24Q: 3 clusters Score -268765.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -268781.750000 Penalty: 2749.289551
	Iteration 25Q: 3 clusters Score -268781.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -268796.218750 Penalty: 2749.289551
	Iteration 26Q: 3 clusters Score -268796.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -268806.281250 Penalty: 2749.289551
	Iteration 27Q: 3 clusters Score -268806.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -268810.187500 Penalty: 2749.289551
	Iteration 28Q: 3 clusters Score -268810.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -268813.218750 Penalty: 2749.289551
	Iteration 29Q: 3 clusters Score -268813.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -268814.687500 Penalty: 2749.289551
	Iteration 30Q: 3 clusters Score -268814.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -268814.937500 Penalty: 2749.289551
	Iteration 31Q: 3 clusters Score -268814.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -268815.281250 Penalty: 2749.289551
	Iteration 32Q: 3 clusters Score -268815.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -268815.281250 Penalty: 2749.289551
	Iteration 33F: 3 clusters Score -268815.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Entering Unmasked Estep 
Score: -306582.250000 Penalty: 1382.213623
	Iteration 0F: 2 clusters Score -306582.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -302658.687500 Penalty: 2764.427246
	Iteration 0F: 3 clusters Score -302658.7 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -303725.781250 Penalty: 2764.427246
	Iteration 1F: 3 clusters Score -303725.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -303912.218750 Penalty: 2764.427246
	Iteration 2F: 3 clusters Score -303912.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -304054.031250 Penalty: 2764.427246
	Iteration 3F: 3 clusters Score -304054 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -304167.843750 Penalty: 2764.427246
	Iteration 4Q: 3 clusters Score -304167.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -304265.500000 Penalty: 2764.427246
	Iteration 5Q: 3 clusters Score -304265.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -304357.875000 Penalty: 2764.427246
	Iteration 6Q: 3 clusters Score -304357.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -304433.500000 Penalty: 2764.427246
	Iteration 7Q: 3 clusters Score -304433.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -304497.187500 Penalty: 2764.427246
	Iteration 8Q: 3 clusters Score -304497.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -304548.000000 Penalty: 2764.427246
	Iteration 9Q: 3 clusters Score -304548 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -304587.218750 Penalty: 2764.427246
	Iteration 10Q: 3 clusters Score -304587.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -304612.906250 Penalty: 2764.427246
	Iteration 11Q: 3 clusters Score -304612.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -304633.656250 Penalty: 2764.427246
	Iteration 12Q: 3 clusters Score -304633.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -304654.937500 Penalty: 2764.427246
	Iteration 13Q: 3 clusters Score -304654.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -304683.312500 Penalty: 2764.427246
	Iteration 14Q: 3 clusters Score -304683.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -304708.593750 Penalty: 2764.427246
	Iteration 15Q: 3 clusters Score -304708.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -304743.250000 Penalty: 2764.427246
	Iteration 16Q: 3 clusters Score -304743.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -304782.500000 Penalty: 2764.427246
	Iteration 17Q: 3 clusters Score -304782.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -304839.843750 Penalty: 2764.427246
	Iteration 18Q: 3 clusters Score -304839.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -304901.906250 Penalty: 2764.427246
	Iteration 19Q: 3 clusters Score -304901.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -304969.031250 Penalty: 2764.427246
	Iteration 20F: 3 clusters Score -304969 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -305033.000000 Penalty: 2764.427246
	Iteration 21Q: 3 clusters Score -305033 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -305102.062500 Penalty: 2764.427246
	Iteration 22Q: 3 clusters Score -305102.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -305153.062500 Penalty: 2764.427246
	Iteration 23Q: 3 clusters Score -305153.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -305186.375000 Penalty: 2764.427246
	Iteration 24Q: 3 clusters Score -305186.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -305216.218750 Penalty: 2764.427246
	Iteration 25Q: 3 clusters Score -305216.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -305245.156250 Penalty: 2764.427246
	Iteration 26Q: 3 clusters Score -305245.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -305269.187500 Penalty: 2764.427246
	Iteration 27Q: 3 clusters Score -305269.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -305283.718750 Penalty: 2764.427246
	Iteration 28Q: 3 clusters Score -305283.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -305302.343750 Penalty: 2764.427246
	Iteration 29Q: 3 clusters Score -305302.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -305324.312500 Penalty: 2764.427246
	Iteration 30Q: 3 clusters Score -305324.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -305344.406250 Penalty: 2764.427246
	Iteration 31Q: 3 clusters Score -305344.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -305363.468750 Penalty: 2764.427246
	Iteration 32Q: 3 clusters Score -305363.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -305381.281250 Penalty: 2764.427246
	Iteration 33Q: 3 clusters Score -305381.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -305394.656250 Penalty: 2764.427246
	Iteration 34Q: 3 clusters Score -305394.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -305405.500000 Penalty: 2764.427246
	Iteration 35Q: 3 clusters Score -305405.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -305412.531250 Penalty: 2764.427246
	Iteration 36Q: 3 clusters Score -305412.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -305417.718750 Penalty: 2764.427246
	Iteration 37Q: 3 clusters Score -305417.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -305424.562500 Penalty: 2764.427246
	Iteration 38Q: 3 clusters Score -305424.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -305429.000000 Penalty: 2764.427246
	Iteration 39Q: 3 clusters Score -305429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -305431.625000 Penalty: 2764.427246
	Iteration 40F: 3 clusters Score -305431.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -305436.343750 Penalty: 2764.427246
	Iteration 41Q: 3 clusters Score -305436.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -305441.906250 Penalty: 2764.427246
	Iteration 42Q: 3 clusters Score -305441.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -305446.750000 Penalty: 2764.427246
	Iteration 43Q: 3 clusters Score -305446.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -305450.812500 Penalty: 2764.427246
	Iteration 44Q: 3 clusters Score -305450.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -305455.312500 Penalty: 2764.427246
	Iteration 45Q: 3 clusters Score -305455.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -305461.093750 Penalty: 2764.427246
	Iteration 46Q: 3 clusters Score -305461.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -305467.531250 Penalty: 2764.427246
	Iteration 47Q: 3 clusters Score -305467.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -305471.843750 Penalty: 2764.427246
	Iteration 48Q: 3 clusters Score -305471.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -305473.531250 Penalty: 2764.427246
	Iteration 49Q: 3 clusters Score -305473.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -305474.875000 Penalty: 2764.427246
	Iteration 50Q: 3 clusters Score -305474.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -305475.468750 Penalty: 2764.427246
	Iteration 51Q: 3 clusters Score -305475.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -305475.906250 Penalty: 2764.427246
	Iteration 52Q: 3 clusters Score -305475.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -305477.718750 Penalty: 2764.427246
	Iteration 53Q: 3 clusters Score -305477.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -305479.187500 Penalty: 2764.427246
	Iteration 54Q: 3 clusters Score -305479.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -305479.718750 Penalty: 2764.427246
	Iteration 55Q: 3 clusters Score -305479.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -305479.718750 Penalty: 2764.427246
	Iteration 56Q: 3 clusters Score -305479.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -305479.531250 Penalty: 2764.427246
	Iteration 57Q: 3 clusters Score -305479.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -305479.531250 Penalty: 2764.427246
	Iteration 58F: 3 clusters Score -305479.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Entering Unmasked Estep 
Score: -672329.812500 Penalty: 1509.652222
	Iteration 0F: 2 clusters Score -672329.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -664573.437500 Penalty: 3019.304443
	Iteration 0F: 3 clusters Score -664573.4 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -667061.312500 Penalty: 3019.304443
	Iteration 1F: 3 clusters Score -667061.3 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -667326.937500 Penalty: 3019.304443
	Iteration 2F: 3 clusters Score -667326.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -667581.750000 Penalty: 3019.304443
	Iteration 3F: 3 clusters Score -667581.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -667868.625000 Penalty: 3019.304443
	Iteration 4F: 3 clusters Score -667868.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -668215.875000 Penalty: 3019.304443
	Iteration 5F: 3 clusters Score -668215.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -668622.250000 Penalty: 3019.304443
	Iteration 6F: 3 clusters Score -668622.2 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -669114.750000 Penalty: 3019.304443
	Iteration 7F: 3 clusters Score -669114.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -669630.187500 Penalty: 3019.304443
	Iteration 8F: 3 clusters Score -669630.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -670102.312500 Penalty: 3019.304443
	Iteration 9Q: 3 clusters Score -670102.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -670450.125000 Penalty: 3019.304443
	Iteration 10Q: 3 clusters Score -670450.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -670673.875000 Penalty: 3019.304443
	Iteration 11Q: 3 clusters Score -670673.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -670835.812500 Penalty: 3019.304443
	Iteration 12Q: 3 clusters Score -670835.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -670951.000000 Penalty: 3019.304443
	Iteration 13Q: 3 clusters Score -670951 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -671009.312500 Penalty: 3019.304443
	Iteration 14Q: 3 clusters Score -671009.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -671048.750000 Penalty: 3019.304443
	Iteration 15Q: 3 clusters Score -671048.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -671100.312500 Penalty: 3019.304443
	Iteration 16Q: 3 clusters Score -671100.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -671148.062500 Penalty: 3019.304443
	Iteration 17Q: 3 clusters Score -671148.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -671183.500000 Penalty: 3019.304443
	Iteration 18Q: 3 clusters Score -671183.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -671221.750000 Penalty: 3019.304443
	Iteration 19Q: 3 clusters Score -671221.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -671251.875000 Penalty: 3019.304443
	Iteration 20F: 3 clusters Score -671251.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -671263.750000 Penalty: 3019.304443
	Iteration 21Q: 3 clusters Score -671263.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -671276.625000 Penalty: 3019.304443
	Iteration 22Q: 3 clusters Score -671276.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -671285.250000 Penalty: 3019.304443
	Iteration 23Q: 3 clusters Score -671285.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -671300.687500 Penalty: 3019.304443
	Iteration 24Q: 3 clusters Score -671300.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -671306.187500 Penalty: 3019.304443
	Iteration 25Q: 3 clusters Score -671306.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -671309.750000 Penalty: 3019.304443
	Iteration 26Q: 3 clusters Score -671309.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -671312.375000 Penalty: 3019.304443
	Iteration 27Q: 3 clusters Score -671312.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -671316.000000 Penalty: 3019.304443
	Iteration 28Q: 3 clusters Score -671316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -671318.937500 Penalty: 3019.304443
	Iteration 29Q: 3 clusters Score -671318.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -671320.437500 Penalty: 3019.304443
	Iteration 30Q: 3 clusters Score -671320.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -671321.687500 Penalty: 3019.304443
	Iteration 31Q: 3 clusters Score -671321.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -671321.687500 Penalty: 3019.304443
	Iteration 32Q: 3 clusters Score -671321.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -671322.625000 Penalty: 3019.304443
	Iteration 33Q: 3 clusters Score -671322.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -671322.625000 Penalty: 3019.304443
	Iteration 34F: 3 clusters Score -671322.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Entering Unmasked Estep 
Score: -70251.335938 Penalty: 1143.659790
	Iteration 0F: 2 clusters Score -70251.34 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 570 members 
Entering Unmasked Estep 
Score: -68708.445312 Penalty: 2287.319580
	Iteration 0F: 3 clusters Score -68708.45 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -68995.523438 Penalty: 2287.319580
	Iteration 1F: 3 clusters Score -68995.52 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -69104.039062 Penalty: 2287.319580
	Iteration 2F: 3 clusters Score -69104.04 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -69180.476562 Penalty: 2287.319580
	Iteration 3F: 3 clusters Score -69180.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -69217.234375 Penalty: 2287.319580
	Iteration 4Q: 3 clusters Score -69217.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -69242.421875 Penalty: 2287.319580
	Iteration 5Q: 3 clusters Score -69242.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -69257.609375 Penalty: 2287.319580
	Iteration 6Q: 3 clusters Score -69257.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -69263.554688 Penalty: 2287.319580
	Iteration 7Q: 3 clusters Score -69263.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -69267.773438 Penalty: 2287.319580
	Iteration 8Q: 3 clusters Score -69267.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -69271.375000 Penalty: 2287.319580
	Iteration 9Q: 3 clusters Score -69271.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -69275.875000 Penalty: 2287.319580
	Iteration 10Q: 3 clusters Score -69275.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -69277.156250 Penalty: 2287.319580
	Iteration 11Q: 3 clusters Score -69277.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -69277.523438 Penalty: 2287.319580
	Iteration 12Q: 3 clusters Score -69277.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -69277.875000 Penalty: 2287.319580
	Iteration 13Q: 3 clusters Score -69277.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -69278.335938 Penalty: 2287.319580
	Iteration 14Q: 3 clusters Score -69278.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -69278.335938 Penalty: 2287.319580
	Iteration 15F: 3 clusters Score -69278.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 12849 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2638 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53306 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 84776 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5931 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 15068 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49729 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10861 members 
Mstep: Class 21 contains 4719 members 
Mstep: Class 22 contains 4944 members 
Mstep: Class 23 contains 10831 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343694.000000 Penalty: 49893.730469
Iteration 199Q: 25 clusters Score -2.134369e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 12849 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2639 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53305 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 84777 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5931 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 15067 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 49726 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10876 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 4941 members 
Mstep: Class 23 contains 10835 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343710.000000 Penalty: 49893.730469
Iteration 200F: 25 clusters Score -2.134371e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 12849 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2639 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53304 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 84777 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5929 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 15070 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49726 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10885 members 
Mstep: Class 21 contains 4717 members 
Mstep: Class 22 contains 4939 members 
Mstep: Class 23 contains 10836 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343724.000000 Penalty: 49893.730469
Iteration 201Q: 25 clusters Score -2.134372e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 12849 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2639 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53302 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 84777 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 15075 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49726 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10890 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 4938 members 
Mstep: Class 23 contains 10836 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343728.000000 Penalty: 49893.730469
Iteration 202Q: 25 clusters Score -2.134373e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 12849 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2639 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53304 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 84775 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5931 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 15080 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49726 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10898 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 4935 members 
Mstep: Class 23 contains 10835 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343710.000000 Penalty: 49893.730469
Iteration 203Q: 25 clusters Score -2.134371e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 12849 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2639 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53305 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 84776 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5928 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 15084 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49727 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10903 members 
Mstep: Class 21 contains 4719 members 
Mstep: Class 22 contains 4930 members 
Mstep: Class 23 contains 10835 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343710.000000 Penalty: 49893.730469
Iteration 204Q: 25 clusters Score -2.134371e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 12849 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2640 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53302 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 84776 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5928 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 15086 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49729 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10906 members 
Mstep: Class 21 contains 4719 members 
Mstep: Class 22 contains 4925 members 
Mstep: Class 23 contains 10837 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343712.000000 Penalty: 49893.730469
Iteration 205Q: 25 clusters Score -2.134371e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 12849 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2640 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53300 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 84772 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5924 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 15087 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49734 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10912 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 4922 members 
Mstep: Class 23 contains 10840 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343710.000000 Penalty: 49893.730469
Iteration 206Q: 25 clusters Score -2.134371e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 12849 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2640 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53300 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 84770 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5921 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 15086 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49736 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10919 members 
Mstep: Class 21 contains 4717 members 
Mstep: Class 22 contains 4922 members 
Mstep: Class 23 contains 10842 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343706.000000 Penalty: 49893.730469
Iteration 207Q: 25 clusters Score -2.134371e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 12849 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2640 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53301 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 84770 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5914 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 15086 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49734 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10922 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 4920 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343712.000000 Penalty: 49893.730469
Iteration 208Q: 25 clusters Score -2.134371e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 12849 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2640 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53301 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 84766 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5912 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 15085 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49732 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10928 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 4917 members 
Mstep: Class 23 contains 10853 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343682.000000 Penalty: 49893.730469
Iteration 209Q: 25 clusters Score -2.134368e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 12849 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2641 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53301 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 84760 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5909 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 15085 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49730 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10933 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 4915 members 
Mstep: Class 23 contains 10856 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343666.000000 Penalty: 49893.730469
Iteration 210Q: 25 clusters Score -2.134367e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 12848 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2641 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53301 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 84759 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5906 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 15088 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49728 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10932 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 4913 members 
Mstep: Class 23 contains 10860 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343682.000000 Penalty: 49893.730469
Iteration 211Q: 25 clusters Score -2.134368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 12848 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2641 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53301 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 84754 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5905 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 15089 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49728 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10932 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 4913 members 
Mstep: Class 23 contains 10863 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343698.000000 Penalty: 49893.730469
Iteration 212Q: 25 clusters Score -2.13437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 12848 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2641 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53300 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 84750 members 
Mstep: Class 9 contains 10788 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5904 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 15089 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49727 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10932 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 4913 members 
Mstep: Class 23 contains 10865 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343718.000000 Penalty: 49893.730469
Iteration 213Q: 25 clusters Score -2.134372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 12847 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2641 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53300 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 84749 members 
Mstep: Class 9 contains 10788 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5904 members 
Mstep: Class 14 contains 8001 members 
Mstep: Class 15 contains 15089 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49726 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10931 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 4913 members 
Mstep: Class 23 contains 10866 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343714.000000 Penalty: 49893.730469
Iteration 214Q: 25 clusters Score -2.134371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 12847 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2641 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53300 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 84749 members 
Mstep: Class 9 contains 10788 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5904 members 
Mstep: Class 14 contains 8001 members 
Mstep: Class 15 contains 15090 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49725 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10931 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 10866 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343714.000000 Penalty: 49893.730469
Iteration 215Q: 25 clusters Score -2.134371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 12847 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2641 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53300 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 84747 members 
Mstep: Class 9 contains 10788 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5904 members 
Mstep: Class 14 contains 8001 members 
Mstep: Class 15 contains 15090 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49727 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10931 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 10866 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343720.000000 Penalty: 49893.730469
Iteration 216Q: 25 clusters Score -2.134372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 12847 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2641 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53300 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 84746 members 
Mstep: Class 9 contains 10788 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5904 members 
Mstep: Class 14 contains 8001 members 
Mstep: Class 15 contains 15090 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49728 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10931 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 10866 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343722.000000 Penalty: 49893.730469
Iteration 217Q: 25 clusters Score -2.134372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 12847 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2641 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53300 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 84746 members 
Mstep: Class 9 contains 10788 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5904 members 
Mstep: Class 14 contains 8001 members 
Mstep: Class 15 contains 15090 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49728 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10931 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 10866 members 
Mstep: Class 24 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21343722.000000 Penalty: 49893.730469
Iteration 218F: 25 clusters Score -2.134372e+07 nChanged 0
Entering ConstructFrom: 
Score: -21343722.000000 Penalty: 49893.730469
Entering ConstructFrom: 
Trying to split cluster 1 (42430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Entering Unmasked Estep 
Score: -2621571.500000 Penalty: 1731.536743
	Iteration 0F: 2 clusters Score -2621572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2593185.250000 Penalty: 3463.073486
	Iteration 0F: 3 clusters Score -2593185 nChanged 19802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -2604289.500000 Penalty: 3463.073486
	Iteration 1F: 3 clusters Score -2604290 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -2604750.250000 Penalty: 3463.073486
	Iteration 2Q: 3 clusters Score -2604750 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -2605198.750000 Penalty: 3463.073486
	Iteration 3Q: 3 clusters Score -2605199 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -2605639.500000 Penalty: 3463.073486
	Iteration 4Q: 3 clusters Score -2605640 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -2606131.000000 Penalty: 3463.073486
	Iteration 5Q: 3 clusters Score -2606131 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -2606738.250000 Penalty: 3463.073486
	Iteration 6Q: 3 clusters Score -2606738 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -2607639.750000 Penalty: 3463.073486
	Iteration 7Q: 3 clusters Score -2607640 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -2609020.500000 Penalty: 3463.073486
	Iteration 8F: 3 clusters Score -2609020 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -2610899.500000 Penalty: 3463.073486
	Iteration 9F: 3 clusters Score -2610900 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -2612992.500000 Penalty: 3463.073486
	Iteration 10F: 3 clusters Score -2612992 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -2614962.250000 Penalty: 3463.073486
	Iteration 11F: 3 clusters Score -2614962 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -2616655.000000 Penalty: 3463.073486
	Iteration 12Q: 3 clusters Score -2616655 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -2618017.500000 Penalty: 3463.073486
	Iteration 13Q: 3 clusters Score -2618018 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -2618947.000000 Penalty: 3463.073486
	Iteration 14Q: 3 clusters Score -2618947 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -2619451.750000 Penalty: 3463.073486
	Iteration 15Q: 3 clusters Score -2619452 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -2619726.500000 Penalty: 3463.073486
	Iteration 16Q: 3 clusters Score -2619726 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -2619873.250000 Penalty: 3463.073486
	Iteration 17Q: 3 clusters Score -2619873 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -2619960.750000 Penalty: 3463.073486
	Iteration 18Q: 3 clusters Score -2619961 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -2620003.250000 Penalty: 3463.073486
	Iteration 19Q: 3 clusters Score -2620003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -2620022.750000 Penalty: 3463.073486
	Iteration 20F: 3 clusters Score -2620023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -2620039.250000 Penalty: 3463.073486
	Iteration 21Q: 3 clusters Score -2620039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -2620050.250000 Penalty: 3463.073486
	Iteration 22Q: 3 clusters Score -2620050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -2620053.500000 Penalty: 3463.073486
	Iteration 23Q: 3 clusters Score -2620054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -2620056.250000 Penalty: 3463.073486
	Iteration 24Q: 3 clusters Score -2620056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -2620065.000000 Penalty: 3463.073486
	Iteration 25Q: 3 clusters Score -2620065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -2620071.000000 Penalty: 3463.073486
	Iteration 26Q: 3 clusters Score -2620071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -2620070.500000 Penalty: 3463.073486
	Iteration 27Q: 3 clusters Score -2620070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -2620073.250000 Penalty: 3463.073486
	Iteration 28Q: 3 clusters Score -2620073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -2620078.250000 Penalty: 3463.073486
	Iteration 29Q: 3 clusters Score -2620078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -2620078.250000 Penalty: 3463.073486
	Iteration 30F: 3 clusters Score -2620078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Entering Unmasked Estep 
Score: -774582.750000 Penalty: 1537.390747
	Iteration 0F: 2 clusters Score -774582.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -765545.625000 Penalty: 3074.781494
	Iteration 0F: 3 clusters Score -765545.6 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -768745.000000 Penalty: 3074.781494
	Iteration 1F: 3 clusters Score -768745 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -769117.125000 Penalty: 3074.781494
	Iteration 2F: 3 clusters Score -769117.1 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -769458.562500 Penalty: 3074.781494
	Iteration 3F: 3 clusters Score -769458.6 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -769788.250000 Penalty: 3074.781494
	Iteration 4F: 3 clusters Score -769788.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -770123.312500 Penalty: 3074.781494
	Iteration 5Q: 3 clusters Score -770123.3 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -770534.187500 Penalty: 3074.781494
	Iteration 6F: 3 clusters Score -770534.2 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -770996.437500 Penalty: 3074.781494
	Iteration 7F: 3 clusters Score -770996.4 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -771460.875000 Penalty: 3074.781494
	Iteration 8F: 3 clusters Score -771460.9 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -771943.500000 Penalty: 3074.781494
	Iteration 9Q: 3 clusters Score -771943.5 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -772345.687500 Penalty: 3074.781494
	Iteration 10Q: 3 clusters Score -772345.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -772661.250000 Penalty: 3074.781494
	Iteration 11Q: 3 clusters Score -772661.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -772914.062500 Penalty: 3074.781494
	Iteration 12Q: 3 clusters Score -772914.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -773099.875000 Penalty: 3074.781494
	Iteration 13Q: 3 clusters Score -773099.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -773249.000000 Penalty: 3074.781494
	Iteration 14Q: 3 clusters Score -773249 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -773381.500000 Penalty: 3074.781494
	Iteration 15Q: 3 clusters Score -773381.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -773494.937500 Penalty: 3074.781494
	Iteration 16Q: 3 clusters Score -773494.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -773575.250000 Penalty: 3074.781494
	Iteration 17Q: 3 clusters Score -773575.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -773642.250000 Penalty: 3074.781494
	Iteration 18Q: 3 clusters Score -773642.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -773686.187500 Penalty: 3074.781494
	Iteration 19Q: 3 clusters Score -773686.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -773708.937500 Penalty: 3074.781494
	Iteration 20F: 3 clusters Score -773708.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -773724.125000 Penalty: 3074.781494
	Iteration 21Q: 3 clusters Score -773724.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -773739.187500 Penalty: 3074.781494
	Iteration 22Q: 3 clusters Score -773739.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -773746.687500 Penalty: 3074.781494
	Iteration 23Q: 3 clusters Score -773746.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -773753.812500 Penalty: 3074.781494
	Iteration 24Q: 3 clusters Score -773753.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -773759.750000 Penalty: 3074.781494
	Iteration 25Q: 3 clusters Score -773759.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -773764.250000 Penalty: 3074.781494
	Iteration 26Q: 3 clusters Score -773764.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -773767.000000 Penalty: 3074.781494
	Iteration 27Q: 3 clusters Score -773767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -773772.875000 Penalty: 3074.781494
	Iteration 28Q: 3 clusters Score -773772.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -773777.187500 Penalty: 3074.781494
	Iteration 29Q: 3 clusters Score -773777.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -773784.000000 Penalty: 3074.781494
	Iteration 30Q: 3 clusters Score -773784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -773786.437500 Penalty: 3074.781494
	Iteration 31Q: 3 clusters Score -773786.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -773787.750000 Penalty: 3074.781494
	Iteration 32Q: 3 clusters Score -773787.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -773791.562500 Penalty: 3074.781494
	Iteration 33Q: 3 clusters Score -773791.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -773794.625000 Penalty: 3074.781494
	Iteration 34Q: 3 clusters Score -773794.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -773800.312500 Penalty: 3074.781494
	Iteration 35Q: 3 clusters Score -773800.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -773801.312500 Penalty: 3074.781494
	Iteration 36Q: 3 clusters Score -773801.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -773803.812500 Penalty: 3074.781494
	Iteration 37Q: 3 clusters Score -773803.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -773805.562500 Penalty: 3074.781494
	Iteration 38Q: 3 clusters Score -773805.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -773808.187500 Penalty: 3074.781494
	Iteration 39Q: 3 clusters Score -773808.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -773810.812500 Penalty: 3074.781494
	Iteration 40F: 3 clusters Score -773810.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -773811.437500 Penalty: 3074.781494
	Iteration 41Q: 3 clusters Score -773811.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -773810.687500 Penalty: 3074.781494
	Iteration 42Q: 3 clusters Score -773810.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -773810.687500 Penalty: 3074.781494
	Iteration 43F: 3 clusters Score -773810.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Entering Unmasked Estep 
Score: -125376.226562 Penalty: 1242.221558
	Iteration 0F: 2 clusters Score -125376.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -123257.156250 Penalty: 2484.443115
	Iteration 0F: 3 clusters Score -123257.2 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -123764.414062 Penalty: 2484.443115
	Iteration 1F: 3 clusters Score -123764.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -123859.546875 Penalty: 2484.443115
	Iteration 2F: 3 clusters Score -123859.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -123921.312500 Penalty: 2484.443115
	Iteration 3Q: 3 clusters Score -123921.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -123971.851562 Penalty: 2484.443115
	Iteration 4Q: 3 clusters Score -123971.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -124005.468750 Penalty: 2484.443115
	Iteration 5Q: 3 clusters Score -124005.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -124026.015625 Penalty: 2484.443115
	Iteration 6Q: 3 clusters Score -124026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -124036.726562 Penalty: 2484.443115
	Iteration 7Q: 3 clusters Score -124036.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -124048.265625 Penalty: 2484.443115
	Iteration 8Q: 3 clusters Score -124048.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -124058.445312 Penalty: 2484.443115
	Iteration 9Q: 3 clusters Score -124058.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -124065.093750 Penalty: 2484.443115
	Iteration 10Q: 3 clusters Score -124065.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -124074.320312 Penalty: 2484.443115
	Iteration 11Q: 3 clusters Score -124074.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -124082.375000 Penalty: 2484.443115
	Iteration 12Q: 3 clusters Score -124082.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -124090.562500 Penalty: 2484.443115
	Iteration 13Q: 3 clusters Score -124090.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -124093.734375 Penalty: 2484.443115
	Iteration 14Q: 3 clusters Score -124093.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -124095.539062 Penalty: 2484.443115
	Iteration 15Q: 3 clusters Score -124095.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -124096.539062 Penalty: 2484.443115
	Iteration 16Q: 3 clusters Score -124096.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -124097.773438 Penalty: 2484.443115
	Iteration 17Q: 3 clusters Score -124097.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -124099.359375 Penalty: 2484.443115
	Iteration 18Q: 3 clusters Score -124099.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -124101.875000 Penalty: 2484.443115
	Iteration 19Q: 3 clusters Score -124101.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -124103.976562 Penalty: 2484.443115
	Iteration 20F: 3 clusters Score -124104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -124104.132812 Penalty: 2484.443115
	Iteration 21Q: 3 clusters Score -124104.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -124104.132812 Penalty: 2484.443115
	Iteration 22F: 3 clusters Score -124104.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Entering Unmasked Estep 
Score: -155668.250000 Penalty: 1280.323364
	Iteration 0F: 2 clusters Score -155668.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -153137.625000 Penalty: 2560.646729
	Iteration 0F: 3 clusters Score -153137.6 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -153652.453125 Penalty: 2560.646729
	Iteration 1F: 3 clusters Score -153652.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -153789.250000 Penalty: 2560.646729
	Iteration 2F: 3 clusters Score -153789.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -153886.500000 Penalty: 2560.646729
	Iteration 3Q: 3 clusters Score -153886.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -153952.750000 Penalty: 2560.646729
	Iteration 4Q: 3 clusters Score -153952.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -154001.515625 Penalty: 2560.646729
	Iteration 5Q: 3 clusters Score -154001.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -154051.578125 Penalty: 2560.646729
	Iteration 6Q: 3 clusters Score -154051.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -154102.562500 Penalty: 2560.646729
	Iteration 7Q: 3 clusters Score -154102.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -154160.281250 Penalty: 2560.646729
	Iteration 8Q: 3 clusters Score -154160.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -154199.281250 Penalty: 2560.646729
	Iteration 9Q: 3 clusters Score -154199.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -154225.375000 Penalty: 2560.646729
	Iteration 10Q: 3 clusters Score -154225.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -154241.218750 Penalty: 2560.646729
	Iteration 11Q: 3 clusters Score -154241.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -154252.828125 Penalty: 2560.646729
	Iteration 12Q: 3 clusters Score -154252.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -154259.968750 Penalty: 2560.646729
	Iteration 13Q: 3 clusters Score -154260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -154268.203125 Penalty: 2560.646729
	Iteration 14Q: 3 clusters Score -154268.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -154277.640625 Penalty: 2560.646729
	Iteration 15Q: 3 clusters Score -154277.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -154286.515625 Penalty: 2560.646729
	Iteration 16Q: 3 clusters Score -154286.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -154292.984375 Penalty: 2560.646729
	Iteration 17Q: 3 clusters Score -154293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -154298.125000 Penalty: 2560.646729
	Iteration 18Q: 3 clusters Score -154298.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -154301.453125 Penalty: 2560.646729
	Iteration 19Q: 3 clusters Score -154301.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -154304.546875 Penalty: 2560.646729
	Iteration 20F: 3 clusters Score -154304.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -154305.328125 Penalty: 2560.646729
	Iteration 21Q: 3 clusters Score -154305.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -154305.593750 Penalty: 2560.646729
	Iteration 22Q: 3 clusters Score -154305.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -154306.359375 Penalty: 2560.646729
	Iteration 23Q: 3 clusters Score -154306.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -154308.109375 Penalty: 2560.646729
	Iteration 24Q: 3 clusters Score -154308.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -154310.000000 Penalty: 2560.646729
	Iteration 25Q: 3 clusters Score -154310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -154310.859375 Penalty: 2560.646729
	Iteration 26Q: 3 clusters Score -154310.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -154312.750000 Penalty: 2560.646729
	Iteration 27Q: 3 clusters Score -154312.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -154314.218750 Penalty: 2560.646729
	Iteration 28Q: 3 clusters Score -154314.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -154314.781250 Penalty: 2560.646729
	Iteration 29Q: 3 clusters Score -154314.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -154315.703125 Penalty: 2560.646729
	Iteration 30Q: 3 clusters Score -154315.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -154317.703125 Penalty: 2560.646729
	Iteration 31Q: 3 clusters Score -154317.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -154320.359375 Penalty: 2560.646729
	Iteration 32Q: 3 clusters Score -154320.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -154322.312500 Penalty: 2560.646729
	Iteration 33Q: 3 clusters Score -154322.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -154323.531250 Penalty: 2560.646729
	Iteration 34Q: 3 clusters Score -154323.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -154324.437500 Penalty: 2560.646729
	Iteration 35Q: 3 clusters Score -154324.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -154326.875000 Penalty: 2560.646729
	Iteration 36Q: 3 clusters Score -154326.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -154328.031250 Penalty: 2560.646729
	Iteration 37Q: 3 clusters Score -154328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -154329.031250 Penalty: 2560.646729
	Iteration 38Q: 3 clusters Score -154329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -154329.828125 Penalty: 2560.646729
	Iteration 39Q: 3 clusters Score -154329.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -154331.140625 Penalty: 2560.646729
	Iteration 40F: 3 clusters Score -154331.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -154332.765625 Penalty: 2560.646729
	Iteration 41Q: 3 clusters Score -154332.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -154334.187500 Penalty: 2560.646729
	Iteration 42Q: 3 clusters Score -154334.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -154335.765625 Penalty: 2560.646729
	Iteration 43Q: 3 clusters Score -154335.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -154338.921875 Penalty: 2560.646729
	Iteration 44Q: 3 clusters Score -154338.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -154341.062500 Penalty: 2560.646729
	Iteration 45Q: 3 clusters Score -154341.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -154342.765625 Penalty: 2560.646729
	Iteration 46Q: 3 clusters Score -154342.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -154344.765625 Penalty: 2560.646729
	Iteration 47Q: 3 clusters Score -154344.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -154346.281250 Penalty: 2560.646729
	Iteration 48Q: 3 clusters Score -154346.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -154349.468750 Penalty: 2560.646729
	Iteration 49Q: 3 clusters Score -154349.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -154351.406250 Penalty: 2560.646729
	Iteration 50Q: 3 clusters Score -154351.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -154353.093750 Penalty: 2560.646729
	Iteration 51Q: 3 clusters Score -154353.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -154355.156250 Penalty: 2560.646729
	Iteration 52Q: 3 clusters Score -154355.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -154356.156250 Penalty: 2560.646729
	Iteration 53Q: 3 clusters Score -154356.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -154357.218750 Penalty: 2560.646729
	Iteration 54Q: 3 clusters Score -154357.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -154360.703125 Penalty: 2560.646729
	Iteration 55Q: 3 clusters Score -154360.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -154369.062500 Penalty: 2560.646729
	Iteration 56Q: 3 clusters Score -154369.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -154373.125000 Penalty: 2560.646729
	Iteration 57Q: 3 clusters Score -154373.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -154375.390625 Penalty: 2560.646729
	Iteration 58Q: 3 clusters Score -154375.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -154376.531250 Penalty: 2560.646729
	Iteration 59Q: 3 clusters Score -154376.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -154379.406250 Penalty: 2560.646729
	Iteration 60F: 3 clusters Score -154379.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -154385.531250 Penalty: 2560.646729
	Iteration 61Q: 3 clusters Score -154385.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -154389.218750 Penalty: 2560.646729
	Iteration 62Q: 3 clusters Score -154389.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -154393.703125 Penalty: 2560.646729
	Iteration 63Q: 3 clusters Score -154393.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -154396.046875 Penalty: 2560.646729
	Iteration 64Q: 3 clusters Score -154396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -154400.281250 Penalty: 2560.646729
	Iteration 65Q: 3 clusters Score -154400.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -154404.437500 Penalty: 2560.646729
	Iteration 66Q: 3 clusters Score -154404.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -154408.609375 Penalty: 2560.646729
	Iteration 67Q: 3 clusters Score -154408.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -154412.078125 Penalty: 2560.646729
	Iteration 68Q: 3 clusters Score -154412.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -154417.031250 Penalty: 2560.646729
	Iteration 69Q: 3 clusters Score -154417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -154422.390625 Penalty: 2560.646729
	Iteration 70Q: 3 clusters Score -154422.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -154430.828125 Penalty: 2560.646729
	Iteration 71Q: 3 clusters Score -154430.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -154436.125000 Penalty: 2560.646729
	Iteration 72Q: 3 clusters Score -154436.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -154440.953125 Penalty: 2560.646729
	Iteration 73Q: 3 clusters Score -154441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -154448.109375 Penalty: 2560.646729
	Iteration 74Q: 3 clusters Score -154448.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -154455.921875 Penalty: 2560.646729
	Iteration 75Q: 3 clusters Score -154455.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -154461.375000 Penalty: 2560.646729
	Iteration 76Q: 3 clusters Score -154461.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -154468.031250 Penalty: 2560.646729
	Iteration 77Q: 3 clusters Score -154468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -154475.828125 Penalty: 2560.646729
	Iteration 78Q: 3 clusters Score -154475.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -154480.921875 Penalty: 2560.646729
	Iteration 79Q: 3 clusters Score -154480.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -154483.656250 Penalty: 2560.646729
	Iteration 80F: 3 clusters Score -154483.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -154487.187500 Penalty: 2560.646729
	Iteration 81Q: 3 clusters Score -154487.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -154492.734375 Penalty: 2560.646729
	Iteration 82Q: 3 clusters Score -154492.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -154494.968750 Penalty: 2560.646729
	Iteration 83Q: 3 clusters Score -154495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -154497.484375 Penalty: 2560.646729
	Iteration 84Q: 3 clusters Score -154497.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -154500.875000 Penalty: 2560.646729
	Iteration 85Q: 3 clusters Score -154500.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -154503.890625 Penalty: 2560.646729
	Iteration 86Q: 3 clusters Score -154503.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -154505.453125 Penalty: 2560.646729
	Iteration 87Q: 3 clusters Score -154505.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -154506.281250 Penalty: 2560.646729
	Iteration 88Q: 3 clusters Score -154506.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -154507.359375 Penalty: 2560.646729
	Iteration 89Q: 3 clusters Score -154507.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -154509.437500 Penalty: 2560.646729
	Iteration 90Q: 3 clusters Score -154509.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -154510.906250 Penalty: 2560.646729
	Iteration 91Q: 3 clusters Score -154510.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -154512.437500 Penalty: 2560.646729
	Iteration 92Q: 3 clusters Score -154512.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -154514.703125 Penalty: 2560.646729
	Iteration 93Q: 3 clusters Score -154514.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -154516.593750 Penalty: 2560.646729
	Iteration 94Q: 3 clusters Score -154516.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -154518.875000 Penalty: 2560.646729
	Iteration 95Q: 3 clusters Score -154518.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -154520.843750 Penalty: 2560.646729
	Iteration 96Q: 3 clusters Score -154520.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -154522.406250 Penalty: 2560.646729
	Iteration 97Q: 3 clusters Score -154522.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -154525.187500 Penalty: 2560.646729
	Iteration 98Q: 3 clusters Score -154525.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -154527.546875 Penalty: 2560.646729
	Iteration 99Q: 3 clusters Score -154527.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -154531.359375 Penalty: 2560.646729
	Iteration 100F: 3 clusters Score -154531.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -154534.125000 Penalty: 2560.646729
	Iteration 101Q: 3 clusters Score -154534.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -154536.031250 Penalty: 2560.646729
	Iteration 102Q: 3 clusters Score -154536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -154539.609375 Penalty: 2560.646729
	Iteration 103Q: 3 clusters Score -154539.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -154543.375000 Penalty: 2560.646729
	Iteration 104Q: 3 clusters Score -154543.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -154544.781250 Penalty: 2560.646729
	Iteration 105Q: 3 clusters Score -154544.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -154544.781250 Penalty: 2560.646729
	Iteration 106F: 3 clusters Score -154544.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Entering Unmasked Estep 
Score: -96455.734375 Penalty: 1214.558350
	Iteration 0F: 2 clusters Score -96455.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -94537.296875 Penalty: 2429.116699
	Iteration 0F: 3 clusters Score -94537.3 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -95042.390625 Penalty: 2429.116699
	Iteration 1F: 3 clusters Score -95042.39 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -95246.640625 Penalty: 2429.116699
	Iteration 2F: 3 clusters Score -95246.64 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -95362.820312 Penalty: 2429.116699
	Iteration 3F: 3 clusters Score -95362.82 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -95461.062500 Penalty: 2429.116699
	Iteration 4Q: 3 clusters Score -95461.06 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -95556.796875 Penalty: 2429.116699
	Iteration 5Q: 3 clusters Score -95556.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -95646.656250 Penalty: 2429.116699
	Iteration 6Q: 3 clusters Score -95646.66 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -95704.781250 Penalty: 2429.116699
	Iteration 7Q: 3 clusters Score -95704.78 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -95751.367188 Penalty: 2429.116699
	Iteration 8Q: 3 clusters Score -95751.37 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -95790.273438 Penalty: 2429.116699
	Iteration 9Q: 3 clusters Score -95790.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -95814.414062 Penalty: 2429.116699
	Iteration 10Q: 3 clusters Score -95814.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -95837.070312 Penalty: 2429.116699
	Iteration 11Q: 3 clusters Score -95837.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -95862.445312 Penalty: 2429.116699
	Iteration 12Q: 3 clusters Score -95862.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -95881.656250 Penalty: 2429.116699
	Iteration 13Q: 3 clusters Score -95881.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -95893.687500 Penalty: 2429.116699
	Iteration 14Q: 3 clusters Score -95893.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -95900.476562 Penalty: 2429.116699
	Iteration 15Q: 3 clusters Score -95900.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -95903.851562 Penalty: 2429.116699
	Iteration 16Q: 3 clusters Score -95903.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -95909.828125 Penalty: 2429.116699
	Iteration 17Q: 3 clusters Score -95909.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -95915.546875 Penalty: 2429.116699
	Iteration 18Q: 3 clusters Score -95915.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -95919.703125 Penalty: 2429.116699
	Iteration 19Q: 3 clusters Score -95919.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -95924.328125 Penalty: 2429.116699
	Iteration 20F: 3 clusters Score -95924.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -95929.109375 Penalty: 2429.116699
	Iteration 21Q: 3 clusters Score -95929.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -95930.820312 Penalty: 2429.116699
	Iteration 22Q: 3 clusters Score -95930.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -95932.437500 Penalty: 2429.116699
	Iteration 23Q: 3 clusters Score -95932.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -95935.414062 Penalty: 2429.116699
	Iteration 24Q: 3 clusters Score -95935.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -95939.210938 Penalty: 2429.116699
	Iteration 25Q: 3 clusters Score -95939.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -95939.703125 Penalty: 2429.116699
	Iteration 26Q: 3 clusters Score -95939.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -95940.078125 Penalty: 2429.116699
	Iteration 27Q: 3 clusters Score -95940.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -95940.515625 Penalty: 2429.116699
	Iteration 28Q: 3 clusters Score -95940.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -95940.515625 Penalty: 2429.116699
	Iteration 29F: 3 clusters Score -95940.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (53300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53300 members 
Entering Unmasked Estep 
Score: -3315783.750000 Penalty: 1768.599976
	Iteration 0F: 2 clusters Score -3315784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -3279993.500000 Penalty: 3537.199951
	Iteration 0F: 3 clusters Score -3279994 nChanged 25121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -3294297.000000 Penalty: 3537.199951
	Iteration 1F: 3 clusters Score -3294297 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -3294892.500000 Penalty: 3537.199951
	Iteration 2Q: 3 clusters Score -3294892 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -3295763.250000 Penalty: 3537.199951
	Iteration 3Q: 3 clusters Score -3295763 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -3297040.000000 Penalty: 3537.199951
	Iteration 4F: 3 clusters Score -3297040 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -3298989.000000 Penalty: 3537.199951
	Iteration 5F: 3 clusters Score -3298989 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -3302018.750000 Penalty: 3537.199951
	Iteration 6F: 3 clusters Score -3302019 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -3305796.750000 Penalty: 3537.199951
	Iteration 7F: 3 clusters Score -3305797 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48035 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -3309350.000000 Penalty: 3537.199951
	Iteration 8F: 3 clusters Score -3309350 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3311860.500000 Penalty: 3537.199951
	Iteration 9F: 3 clusters Score -3311860 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3313136.000000 Penalty: 3537.199951
	Iteration 10Q: 3 clusters Score -3313136 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52766 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3313764.750000 Penalty: 3537.199951
	Iteration 11Q: 3 clusters Score -3313765 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3314006.250000 Penalty: 3537.199951
	Iteration 12Q: 3 clusters Score -3314006 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3314106.500000 Penalty: 3537.199951
	Iteration 13Q: 3 clusters Score -3314106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3314157.750000 Penalty: 3537.199951
	Iteration 14Q: 3 clusters Score -3314158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3314185.500000 Penalty: 3537.199951
	Iteration 15Q: 3 clusters Score -3314186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -3314186.250000 Penalty: 3537.199951
	Iteration 16Q: 3 clusters Score -3314186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3314193.500000 Penalty: 3537.199951
	Iteration 17Q: 3 clusters Score -3314194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3314193.500000 Penalty: 3537.199951
	Iteration 18F: 3 clusters Score -3314194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Entering Unmasked Estep 
Score: -506064.343750 Penalty: 1467.999390
	Iteration 0F: 2 clusters Score -506064.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -499927.062500 Penalty: 2935.998779
	Iteration 0F: 3 clusters Score -499927.1 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -501860.625000 Penalty: 2935.998779
	Iteration 1F: 3 clusters Score -501860.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -502081.218750 Penalty: 2935.998779
	Iteration 2F: 3 clusters Score -502081.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -502236.843750 Penalty: 2935.998779
	Iteration 3Q: 3 clusters Score -502236.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -502359.093750 Penalty: 2935.998779
	Iteration 4Q: 3 clusters Score -502359.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -502467.687500 Penalty: 2935.998779
	Iteration 5Q: 3 clusters Score -502467.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -502556.843750 Penalty: 2935.998779
	Iteration 6Q: 3 clusters Score -502556.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -502630.750000 Penalty: 2935.998779
	Iteration 7Q: 3 clusters Score -502630.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -502701.562500 Penalty: 2935.998779
	Iteration 8Q: 3 clusters Score -502701.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -502763.906250 Penalty: 2935.998779
	Iteration 9Q: 3 clusters Score -502763.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -502817.375000 Penalty: 2935.998779
	Iteration 10Q: 3 clusters Score -502817.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -502880.156250 Penalty: 2935.998779
	Iteration 11Q: 3 clusters Score -502880.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -502944.718750 Penalty: 2935.998779
	Iteration 12Q: 3 clusters Score -502944.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -503011.125000 Penalty: 2935.998779
	Iteration 13Q: 3 clusters Score -503011.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -503084.062500 Penalty: 2935.998779
	Iteration 14Q: 3 clusters Score -503084.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -503176.500000 Penalty: 2935.998779
	Iteration 15Q: 3 clusters Score -503176.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -503299.937500 Penalty: 2935.998779
	Iteration 16Q: 3 clusters Score -503299.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -503439.250000 Penalty: 2935.998779
	Iteration 17Q: 3 clusters Score -503439.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -503561.406250 Penalty: 2935.998779
	Iteration 18Q: 3 clusters Score -503561.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -503695.593750 Penalty: 2935.998779
	Iteration 19Q: 3 clusters Score -503695.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -503823.250000 Penalty: 2935.998779
	Iteration 20F: 3 clusters Score -503823.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -503913.062500 Penalty: 2935.998779
	Iteration 21Q: 3 clusters Score -503913.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -503984.937500 Penalty: 2935.998779
	Iteration 22Q: 3 clusters Score -503984.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -504053.562500 Penalty: 2935.998779
	Iteration 23Q: 3 clusters Score -504053.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -504117.750000 Penalty: 2935.998779
	Iteration 24Q: 3 clusters Score -504117.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -504175.218750 Penalty: 2935.998779
	Iteration 25Q: 3 clusters Score -504175.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -504228.750000 Penalty: 2935.998779
	Iteration 26Q: 3 clusters Score -504228.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -504274.062500 Penalty: 2935.998779
	Iteration 27Q: 3 clusters Score -504274.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -504310.156250 Penalty: 2935.998779
	Iteration 28Q: 3 clusters Score -504310.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -504348.250000 Penalty: 2935.998779
	Iteration 29Q: 3 clusters Score -504348.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -504389.312500 Penalty: 2935.998779
	Iteration 30Q: 3 clusters Score -504389.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -504437.062500 Penalty: 2935.998779
	Iteration 31Q: 3 clusters Score -504437.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -504497.093750 Penalty: 2935.998779
	Iteration 32Q: 3 clusters Score -504497.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -504555.562500 Penalty: 2935.998779
	Iteration 33Q: 3 clusters Score -504555.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -504620.281250 Penalty: 2935.998779
	Iteration 34Q: 3 clusters Score -504620.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -504675.718750 Penalty: 2935.998779
	Iteration 35Q: 3 clusters Score -504675.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -504725.187500 Penalty: 2935.998779
	Iteration 36Q: 3 clusters Score -504725.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -504765.156250 Penalty: 2935.998779
	Iteration 37Q: 3 clusters Score -504765.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -504796.562500 Penalty: 2935.998779
	Iteration 38Q: 3 clusters Score -504796.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -504822.781250 Penalty: 2935.998779
	Iteration 39Q: 3 clusters Score -504822.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -504848.812500 Penalty: 2935.998779
	Iteration 40F: 3 clusters Score -504848.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -504863.750000 Penalty: 2935.998779
	Iteration 41Q: 3 clusters Score -504863.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -504874.343750 Penalty: 2935.998779
	Iteration 42Q: 3 clusters Score -504874.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -504882.843750 Penalty: 2935.998779
	Iteration 43Q: 3 clusters Score -504882.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -504889.343750 Penalty: 2935.998779
	Iteration 44Q: 3 clusters Score -504889.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -504893.031250 Penalty: 2935.998779
	Iteration 45Q: 3 clusters Score -504893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -504896.468750 Penalty: 2935.998779
	Iteration 46Q: 3 clusters Score -504896.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -504897.281250 Penalty: 2935.998779
	Iteration 47Q: 3 clusters Score -504897.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -504898.468750 Penalty: 2935.998779
	Iteration 48Q: 3 clusters Score -504898.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -504898.468750 Penalty: 2935.998779
	Iteration 49F: 3 clusters Score -504898.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (84746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84746 members 
Entering Unmasked Estep 
Score: -5405825.000000 Penalty: 1843.954834
	Iteration 0F: 2 clusters Score -5405825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -5349434.000000 Penalty: 3687.909668
	Iteration 0F: 3 clusters Score -5349434 nChanged 40145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -5372682.000000 Penalty: 3687.909668
	Iteration 1F: 3 clusters Score -5372682 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -5373614.500000 Penalty: 3687.909668
	Iteration 2Q: 3 clusters Score -5373614 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -5374932.500000 Penalty: 3687.909668
	Iteration 3Q: 3 clusters Score -5374932 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -5376974.000000 Penalty: 3687.909668
	Iteration 4Q: 3 clusters Score -5376974 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56825 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -5380428.000000 Penalty: 3687.909668
	Iteration 5F: 3 clusters Score -5380428 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62538 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -5385448.000000 Penalty: 3687.909668
	Iteration 6F: 3 clusters Score -5385448 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68518 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -5391278.000000 Penalty: 3687.909668
	Iteration 7F: 3 clusters Score -5391278 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73491 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -5396199.500000 Penalty: 3687.909668
	Iteration 8F: 3 clusters Score -5396200 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76924 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -5399578.500000 Penalty: 3687.909668
	Iteration 9Q: 3 clusters Score -5399578 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79008 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -5401366.000000 Penalty: 3687.909668
	Iteration 10Q: 3 clusters Score -5401366 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80328 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -5402429.500000 Penalty: 3687.909668
	Iteration 11Q: 3 clusters Score -5402430 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81220 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -5403147.500000 Penalty: 3687.909668
	Iteration 12Q: 3 clusters Score -5403148 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81849 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -5403628.000000 Penalty: 3687.909668
	Iteration 13Q: 3 clusters Score -5403628 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82256 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -5403900.500000 Penalty: 3687.909668
	Iteration 14Q: 3 clusters Score -5403900 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82555 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -5404095.000000 Penalty: 3687.909668
	Iteration 15Q: 3 clusters Score -5404095 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82752 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5404186.500000 Penalty: 3687.909668
	Iteration 16Q: 3 clusters Score -5404186 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82908 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5404263.500000 Penalty: 3687.909668
	Iteration 17Q: 3 clusters Score -5404264 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83012 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5404312.000000 Penalty: 3687.909668
	Iteration 18Q: 3 clusters Score -5404312 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83116 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5404371.500000 Penalty: 3687.909668
	Iteration 19Q: 3 clusters Score -5404372 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83198 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5404384.500000 Penalty: 3687.909668
	Iteration 20F: 3 clusters Score -5404384 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83253 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5404412.500000 Penalty: 3687.909668
	Iteration 21Q: 3 clusters Score -5404412 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83312 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5404441.500000 Penalty: 3687.909668
	Iteration 22Q: 3 clusters Score -5404442 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83380 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5404472.500000 Penalty: 3687.909668
	Iteration 23Q: 3 clusters Score -5404472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83421 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5404469.500000 Penalty: 3687.909668
	Iteration 24Q: 3 clusters Score -5404470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83452 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5404482.000000 Penalty: 3687.909668
	Iteration 25Q: 3 clusters Score -5404482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83486 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5404496.000000 Penalty: 3687.909668
	Iteration 26Q: 3 clusters Score -5404496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83515 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5404502.000000 Penalty: 3687.909668
	Iteration 27Q: 3 clusters Score -5404502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83530 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5404509.500000 Penalty: 3687.909668
	Iteration 28Q: 3 clusters Score -5404510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83539 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5404512.500000 Penalty: 3687.909668
	Iteration 29Q: 3 clusters Score -5404512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83546 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5404507.500000 Penalty: 3687.909668
	Iteration 30Q: 3 clusters Score -5404508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83553 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5404522.500000 Penalty: 3687.909668
	Iteration 31Q: 3 clusters Score -5404522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83562 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5404524.500000 Penalty: 3687.909668
	Iteration 32Q: 3 clusters Score -5404524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83579 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5404529.500000 Penalty: 3687.909668
	Iteration 33Q: 3 clusters Score -5404530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83597 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5404534.500000 Penalty: 3687.909668
	Iteration 34Q: 3 clusters Score -5404534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83609 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5404528.000000 Penalty: 3687.909668
	Iteration 35Q: 3 clusters Score -5404528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83623 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5404533.000000 Penalty: 3687.909668
	Iteration 36Q: 3 clusters Score -5404533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83634 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5404536.500000 Penalty: 3687.909668
	Iteration 37Q: 3 clusters Score -5404536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83638 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5404539.000000 Penalty: 3687.909668
	Iteration 38Q: 3 clusters Score -5404539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83643 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5404545.000000 Penalty: 3687.909668
	Iteration 39Q: 3 clusters Score -5404545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83645 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5404542.000000 Penalty: 3687.909668
	Iteration 40F: 3 clusters Score -5404542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83646 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5404540.500000 Penalty: 3687.909668
	Iteration 41Q: 3 clusters Score -5404540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83646 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5404540.500000 Penalty: 3687.909668
	Iteration 42F: 3 clusters Score -5404540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Entering Unmasked Estep 
Score: -692138.000000 Penalty: 1509.005859
	Iteration 0F: 2 clusters Score -692138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -684492.937500 Penalty: 3018.011719
	Iteration 0F: 3 clusters Score -684492.9 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -687054.312500 Penalty: 3018.011719
	Iteration 1F: 3 clusters Score -687054.3 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -687377.250000 Penalty: 3018.011719
	Iteration 2F: 3 clusters Score -687377.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -687709.937500 Penalty: 3018.011719
	Iteration 3F: 3 clusters Score -687709.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -687996.125000 Penalty: 3018.011719
	Iteration 4F: 3 clusters Score -687996.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -688222.812500 Penalty: 3018.011719
	Iteration 5Q: 3 clusters Score -688222.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -688501.437500 Penalty: 3018.011719
	Iteration 6Q: 3 clusters Score -688501.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -688851.125000 Penalty: 3018.011719
	Iteration 7F: 3 clusters Score -688851.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -689270.250000 Penalty: 3018.011719
	Iteration 8F: 3 clusters Score -689270.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -689683.375000 Penalty: 3018.011719
	Iteration 9Q: 3 clusters Score -689683.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -690100.687500 Penalty: 3018.011719
	Iteration 10Q: 3 clusters Score -690100.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -690499.937500 Penalty: 3018.011719
	Iteration 11Q: 3 clusters Score -690499.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -690855.375000 Penalty: 3018.011719
	Iteration 12Q: 3 clusters Score -690855.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -691174.312500 Penalty: 3018.011719
	Iteration 13Q: 3 clusters Score -691174.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -691382.375000 Penalty: 3018.011719
	Iteration 14Q: 3 clusters Score -691382.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -691567.187500 Penalty: 3018.011719
	Iteration 15Q: 3 clusters Score -691567.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -691660.875000 Penalty: 3018.011719
	Iteration 16Q: 3 clusters Score -691660.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -691704.812500 Penalty: 3018.011719
	Iteration 17Q: 3 clusters Score -691704.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -691732.625000 Penalty: 3018.011719
	Iteration 18Q: 3 clusters Score -691732.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -691746.062500 Penalty: 3018.011719
	Iteration 19Q: 3 clusters Score -691746.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -691755.000000 Penalty: 3018.011719
	Iteration 20F: 3 clusters Score -691755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -691761.375000 Penalty: 3018.011719
	Iteration 21Q: 3 clusters Score -691761.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -691764.875000 Penalty: 3018.011719
	Iteration 22Q: 3 clusters Score -691764.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -691769.312500 Penalty: 3018.011719
	Iteration 23Q: 3 clusters Score -691769.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -691772.375000 Penalty: 3018.011719
	Iteration 24Q: 3 clusters Score -691772.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -691772.687500 Penalty: 3018.011719
	Iteration 25Q: 3 clusters Score -691772.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -691773.625000 Penalty: 3018.011719
	Iteration 26Q: 3 clusters Score -691773.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -691775.375000 Penalty: 3018.011719
	Iteration 27Q: 3 clusters Score -691775.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -691777.187500 Penalty: 3018.011719
	Iteration 28Q: 3 clusters Score -691777.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -691778.062500 Penalty: 3018.011719
	Iteration 29Q: 3 clusters Score -691778.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -691778.312500 Penalty: 3018.011719
	Iteration 30Q: 3 clusters Score -691778.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -691779.937500 Penalty: 3018.011719
	Iteration 31Q: 3 clusters Score -691779.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -691780.000000 Penalty: 3018.011719
	Iteration 32Q: 3 clusters Score -691780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -691778.750000 Penalty: 3018.011719
	Iteration 33Q: 3 clusters Score -691778.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -691778.750000 Penalty: 3018.011719
	Iteration 34F: 3 clusters Score -691778.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Entering Unmasked Estep 
Score: -174222.734375 Penalty: 1284.754028
	Iteration 0F: 2 clusters Score -174222.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -171689.593750 Penalty: 2569.508057
	Iteration 0F: 3 clusters Score -171689.6 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -172257.312500 Penalty: 2569.508057
	Iteration 1F: 3 clusters Score -172257.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -172373.796875 Penalty: 2569.508057
	Iteration 2F: 3 clusters Score -172373.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -172436.375000 Penalty: 2569.508057
	Iteration 3Q: 3 clusters Score -172436.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -172472.515625 Penalty: 2569.508057
	Iteration 4Q: 3 clusters Score -172472.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -172498.421875 Penalty: 2569.508057
	Iteration 5Q: 3 clusters Score -172498.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -172519.296875 Penalty: 2569.508057
	Iteration 6Q: 3 clusters Score -172519.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -172546.859375 Penalty: 2569.508057
	Iteration 7Q: 3 clusters Score -172546.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -172562.062500 Penalty: 2569.508057
	Iteration 8Q: 3 clusters Score -172562.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -172573.437500 Penalty: 2569.508057
	Iteration 9Q: 3 clusters Score -172573.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -172585.500000 Penalty: 2569.508057
	Iteration 10Q: 3 clusters Score -172585.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -172598.750000 Penalty: 2569.508057
	Iteration 11Q: 3 clusters Score -172598.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -172609.015625 Penalty: 2569.508057
	Iteration 12Q: 3 clusters Score -172609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -172614.500000 Penalty: 2569.508057
	Iteration 13Q: 3 clusters Score -172614.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -172621.281250 Penalty: 2569.508057
	Iteration 14Q: 3 clusters Score -172621.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -172627.500000 Penalty: 2569.508057
	Iteration 15Q: 3 clusters Score -172627.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -172633.312500 Penalty: 2569.508057
	Iteration 16Q: 3 clusters Score -172633.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -172639.843750 Penalty: 2569.508057
	Iteration 17Q: 3 clusters Score -172639.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -172649.171875 Penalty: 2569.508057
	Iteration 18Q: 3 clusters Score -172649.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -172655.812500 Penalty: 2569.508057
	Iteration 19Q: 3 clusters Score -172655.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -172659.359375 Penalty: 2569.508057
	Iteration 20F: 3 clusters Score -172659.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -172661.140625 Penalty: 2569.508057
	Iteration 21Q: 3 clusters Score -172661.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -172663.765625 Penalty: 2569.508057
	Iteration 22Q: 3 clusters Score -172663.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -172667.640625 Penalty: 2569.508057
	Iteration 23Q: 3 clusters Score -172667.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -172671.906250 Penalty: 2569.508057
	Iteration 24Q: 3 clusters Score -172671.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -172673.953125 Penalty: 2569.508057
	Iteration 25Q: 3 clusters Score -172674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -172676.125000 Penalty: 2569.508057
	Iteration 26Q: 3 clusters Score -172676.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -172677.468750 Penalty: 2569.508057
	Iteration 27Q: 3 clusters Score -172677.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -172680.218750 Penalty: 2569.508057
	Iteration 28Q: 3 clusters Score -172680.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -172683.593750 Penalty: 2569.508057
	Iteration 29Q: 3 clusters Score -172683.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -172686.484375 Penalty: 2569.508057
	Iteration 30Q: 3 clusters Score -172686.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -172688.328125 Penalty: 2569.508057
	Iteration 31Q: 3 clusters Score -172688.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -172692.015625 Penalty: 2569.508057
	Iteration 32Q: 3 clusters Score -172692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -172694.609375 Penalty: 2569.508057
	Iteration 33Q: 3 clusters Score -172694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -172696.406250 Penalty: 2569.508057
	Iteration 34Q: 3 clusters Score -172696.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -172698.234375 Penalty: 2569.508057
	Iteration 35Q: 3 clusters Score -172698.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -172702.875000 Penalty: 2569.508057
	Iteration 36Q: 3 clusters Score -172702.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -172707.750000 Penalty: 2569.508057
	Iteration 37Q: 3 clusters Score -172707.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -172711.765625 Penalty: 2569.508057
	Iteration 38Q: 3 clusters Score -172711.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -172717.437500 Penalty: 2569.508057
	Iteration 39Q: 3 clusters Score -172717.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -172721.718750 Penalty: 2569.508057
	Iteration 40F: 3 clusters Score -172721.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -172726.890625 Penalty: 2569.508057
	Iteration 41Q: 3 clusters Score -172726.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -172732.468750 Penalty: 2569.508057
	Iteration 42Q: 3 clusters Score -172732.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -172736.609375 Penalty: 2569.508057
	Iteration 43Q: 3 clusters Score -172736.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -172740.859375 Penalty: 2569.508057
	Iteration 44Q: 3 clusters Score -172740.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -172744.828125 Penalty: 2569.508057
	Iteration 45Q: 3 clusters Score -172744.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -172750.500000 Penalty: 2569.508057
	Iteration 46Q: 3 clusters Score -172750.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -172755.921875 Penalty: 2569.508057
	Iteration 47Q: 3 clusters Score -172755.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -172760.468750 Penalty: 2569.508057
	Iteration 48Q: 3 clusters Score -172760.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -172764.031250 Penalty: 2569.508057
	Iteration 49Q: 3 clusters Score -172764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -172766.890625 Penalty: 2569.508057
	Iteration 50Q: 3 clusters Score -172766.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -172773.843750 Penalty: 2569.508057
	Iteration 51Q: 3 clusters Score -172773.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -172780.078125 Penalty: 2569.508057
	Iteration 52Q: 3 clusters Score -172780.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -172791.984375 Penalty: 2569.508057
	Iteration 53Q: 3 clusters Score -172792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -172803.843750 Penalty: 2569.508057
	Iteration 54Q: 3 clusters Score -172803.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -172809.781250 Penalty: 2569.508057
	Iteration 55Q: 3 clusters Score -172809.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -172817.968750 Penalty: 2569.508057
	Iteration 56Q: 3 clusters Score -172818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -172827.281250 Penalty: 2569.508057
	Iteration 57Q: 3 clusters Score -172827.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -172838.609375 Penalty: 2569.508057
	Iteration 58Q: 3 clusters Score -172838.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -172847.156250 Penalty: 2569.508057
	Iteration 59Q: 3 clusters Score -172847.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -172856.375000 Penalty: 2569.508057
	Iteration 60F: 3 clusters Score -172856.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -172865.687500 Penalty: 2569.508057
	Iteration 61Q: 3 clusters Score -172865.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -172876.171875 Penalty: 2569.508057
	Iteration 62Q: 3 clusters Score -172876.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -172888.500000 Penalty: 2569.508057
	Iteration 63Q: 3 clusters Score -172888.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -172900.937500 Penalty: 2569.508057
	Iteration 64Q: 3 clusters Score -172900.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -172909.812500 Penalty: 2569.508057
	Iteration 65Q: 3 clusters Score -172909.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -172915.890625 Penalty: 2569.508057
	Iteration 66Q: 3 clusters Score -172915.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -172920.687500 Penalty: 2569.508057
	Iteration 67Q: 3 clusters Score -172920.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -172929.703125 Penalty: 2569.508057
	Iteration 68Q: 3 clusters Score -172929.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -172935.218750 Penalty: 2569.508057
	Iteration 69Q: 3 clusters Score -172935.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -172941.687500 Penalty: 2569.508057
	Iteration 70Q: 3 clusters Score -172941.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -172944.984375 Penalty: 2569.508057
	Iteration 71Q: 3 clusters Score -172945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -172947.843750 Penalty: 2569.508057
	Iteration 72Q: 3 clusters Score -172947.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -172952.968750 Penalty: 2569.508057
	Iteration 73Q: 3 clusters Score -172953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -172957.046875 Penalty: 2569.508057
	Iteration 74Q: 3 clusters Score -172957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -172958.187500 Penalty: 2569.508057
	Iteration 75Q: 3 clusters Score -172958.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -172960.046875 Penalty: 2569.508057
	Iteration 76Q: 3 clusters Score -172960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -172963.046875 Penalty: 2569.508057
	Iteration 77Q: 3 clusters Score -172963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -172966.968750 Penalty: 2569.508057
	Iteration 78Q: 3 clusters Score -172967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -172969.656250 Penalty: 2569.508057
	Iteration 79Q: 3 clusters Score -172969.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -172970.546875 Penalty: 2569.508057
	Iteration 80F: 3 clusters Score -172970.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -172972.125000 Penalty: 2569.508057
	Iteration 81Q: 3 clusters Score -172972.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -172972.875000 Penalty: 2569.508057
	Iteration 82Q: 3 clusters Score -172972.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -172973.875000 Penalty: 2569.508057
	Iteration 83Q: 3 clusters Score -172973.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -172973.875000 Penalty: 2569.508057
	Iteration 84F: 3 clusters Score -172973.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Entering Unmasked Estep 
Score: -404214.187500 Penalty: 1434.224976
	Iteration 0F: 2 clusters Score -404214.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -399095.687500 Penalty: 2868.449951
	Iteration 0F: 3 clusters Score -399095.7 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -400549.031250 Penalty: 2868.449951
	Iteration 1F: 3 clusters Score -400549 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -400909.343750 Penalty: 2868.449951
	Iteration 2F: 3 clusters Score -400909.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -401273.125000 Penalty: 2868.449951
	Iteration 3F: 3 clusters Score -401273.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -401642.687500 Penalty: 2868.449951
	Iteration 4F: 3 clusters Score -401642.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -401937.000000 Penalty: 2868.449951
	Iteration 5F: 3 clusters Score -401937 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -402146.593750 Penalty: 2868.449951
	Iteration 6F: 3 clusters Score -402146.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -402304.093750 Penalty: 2868.449951
	Iteration 7Q: 3 clusters Score -402304.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -402441.093750 Penalty: 2868.449951
	Iteration 8Q: 3 clusters Score -402441.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -402557.968750 Penalty: 2868.449951
	Iteration 9Q: 3 clusters Score -402558 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -402635.406250 Penalty: 2868.449951
	Iteration 10Q: 3 clusters Score -402635.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -402694.093750 Penalty: 2868.449951
	Iteration 11Q: 3 clusters Score -402694.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -402736.937500 Penalty: 2868.449951
	Iteration 12Q: 3 clusters Score -402736.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -402769.937500 Penalty: 2868.449951
	Iteration 13Q: 3 clusters Score -402769.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -402801.343750 Penalty: 2868.449951
	Iteration 14Q: 3 clusters Score -402801.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -402838.625000 Penalty: 2868.449951
	Iteration 15Q: 3 clusters Score -402838.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -402877.468750 Penalty: 2868.449951
	Iteration 16Q: 3 clusters Score -402877.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -402910.781250 Penalty: 2868.449951
	Iteration 17Q: 3 clusters Score -402910.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -402951.187500 Penalty: 2868.449951
	Iteration 18Q: 3 clusters Score -402951.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -402993.468750 Penalty: 2868.449951
	Iteration 19Q: 3 clusters Score -402993.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -403048.843750 Penalty: 2868.449951
	Iteration 20F: 3 clusters Score -403048.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -403118.625000 Penalty: 2868.449951
	Iteration 21Q: 3 clusters Score -403118.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -403195.656250 Penalty: 2868.449951
	Iteration 22Q: 3 clusters Score -403195.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -403274.656250 Penalty: 2868.449951
	Iteration 23Q: 3 clusters Score -403274.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -403342.906250 Penalty: 2868.449951
	Iteration 24Q: 3 clusters Score -403342.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -403408.468750 Penalty: 2868.449951
	Iteration 25Q: 3 clusters Score -403408.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -403459.906250 Penalty: 2868.449951
	Iteration 26Q: 3 clusters Score -403459.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -403500.812500 Penalty: 2868.449951
	Iteration 27Q: 3 clusters Score -403500.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -403545.968750 Penalty: 2868.449951
	Iteration 28Q: 3 clusters Score -403546 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -403583.781250 Penalty: 2868.449951
	Iteration 29Q: 3 clusters Score -403583.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -403608.718750 Penalty: 2868.449951
	Iteration 30Q: 3 clusters Score -403608.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -403630.031250 Penalty: 2868.449951
	Iteration 31Q: 3 clusters Score -403630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -403643.687500 Penalty: 2868.449951
	Iteration 32Q: 3 clusters Score -403643.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -403659.625000 Penalty: 2868.449951
	Iteration 33Q: 3 clusters Score -403659.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -403674.687500 Penalty: 2868.449951
	Iteration 34Q: 3 clusters Score -403674.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -403683.843750 Penalty: 2868.449951
	Iteration 35Q: 3 clusters Score -403683.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -403689.406250 Penalty: 2868.449951
	Iteration 36Q: 3 clusters Score -403689.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -403692.875000 Penalty: 2868.449951
	Iteration 37Q: 3 clusters Score -403692.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -403696.718750 Penalty: 2868.449951
	Iteration 38Q: 3 clusters Score -403696.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -403697.343750 Penalty: 2868.449951
	Iteration 39Q: 3 clusters Score -403697.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -403701.281250 Penalty: 2868.449951
	Iteration 40F: 3 clusters Score -403701.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -403703.125000 Penalty: 2868.449951
	Iteration 41Q: 3 clusters Score -403703.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -403704.968750 Penalty: 2868.449951
	Iteration 42Q: 3 clusters Score -403705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -403707.000000 Penalty: 2868.449951
	Iteration 43Q: 3 clusters Score -403707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -403707.593750 Penalty: 2868.449951
	Iteration 44Q: 3 clusters Score -403707.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -403707.593750 Penalty: 2868.449951
	Iteration 45F: 3 clusters Score -403707.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Entering Unmasked Estep 
Score: -470066.468750 Penalty: 1458.909302
	Iteration 0F: 2 clusters Score -470066.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -464293.843750 Penalty: 2917.818604
	Iteration 0F: 3 clusters Score -464293.8 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -466357.875000 Penalty: 2917.818604
	Iteration 1F: 3 clusters Score -466357.9 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -467111.000000 Penalty: 2917.818604
	Iteration 2F: 3 clusters Score -467111 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -467886.125000 Penalty: 2917.818604
	Iteration 3F: 3 clusters Score -467886.1 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -468535.406250 Penalty: 2917.818604
	Iteration 4F: 3 clusters Score -468535.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -468900.500000 Penalty: 2917.818604
	Iteration 5F: 3 clusters Score -468900.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -469103.312500 Penalty: 2917.818604
	Iteration 6Q: 3 clusters Score -469103.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -469228.718750 Penalty: 2917.818604
	Iteration 7Q: 3 clusters Score -469228.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -469330.406250 Penalty: 2917.818604
	Iteration 8Q: 3 clusters Score -469330.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -469401.281250 Penalty: 2917.818604
	Iteration 9Q: 3 clusters Score -469401.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -469463.062500 Penalty: 2917.818604
	Iteration 10Q: 3 clusters Score -469463.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -469516.906250 Penalty: 2917.818604
	Iteration 11Q: 3 clusters Score -469516.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -469555.250000 Penalty: 2917.818604
	Iteration 12Q: 3 clusters Score -469555.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -469587.500000 Penalty: 2917.818604
	Iteration 13Q: 3 clusters Score -469587.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -469618.187500 Penalty: 2917.818604
	Iteration 14Q: 3 clusters Score -469618.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -469637.750000 Penalty: 2917.818604
	Iteration 15Q: 3 clusters Score -469637.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -469651.750000 Penalty: 2917.818604
	Iteration 16Q: 3 clusters Score -469651.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -469663.250000 Penalty: 2917.818604
	Iteration 17Q: 3 clusters Score -469663.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -469673.562500 Penalty: 2917.818604
	Iteration 18Q: 3 clusters Score -469673.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -469688.218750 Penalty: 2917.818604
	Iteration 19Q: 3 clusters Score -469688.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -469697.781250 Penalty: 2917.818604
	Iteration 20F: 3 clusters Score -469697.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -469706.187500 Penalty: 2917.818604
	Iteration 21Q: 3 clusters Score -469706.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -469711.500000 Penalty: 2917.818604
	Iteration 22Q: 3 clusters Score -469711.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -469715.625000 Penalty: 2917.818604
	Iteration 23Q: 3 clusters Score -469715.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -469719.468750 Penalty: 2917.818604
	Iteration 24Q: 3 clusters Score -469719.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -469721.156250 Penalty: 2917.818604
	Iteration 25Q: 3 clusters Score -469721.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -469723.656250 Penalty: 2917.818604
	Iteration 26Q: 3 clusters Score -469723.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -469725.187500 Penalty: 2917.818604
	Iteration 27Q: 3 clusters Score -469725.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -469726.000000 Penalty: 2917.818604
	Iteration 28Q: 3 clusters Score -469726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -469725.500000 Penalty: 2917.818604
	Iteration 29Q: 3 clusters Score -469725.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -469726.281250 Penalty: 2917.818604
	Iteration 30Q: 3 clusters Score -469726.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -469726.656250 Penalty: 2917.818604
	Iteration 31Q: 3 clusters Score -469726.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -469726.718750 Penalty: 2917.818604
	Iteration 32Q: 3 clusters Score -469726.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -469727.000000 Penalty: 2917.818604
	Iteration 33Q: 3 clusters Score -469727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -469727.000000 Penalty: 2917.818604
	Iteration 34F: 3 clusters Score -469727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Entering Unmasked Estep 
Score: -397226.468750 Penalty: 1411.050171
	Iteration 0F: 2 clusters Score -397226.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -392660.312500 Penalty: 2822.100342
	Iteration 0F: 3 clusters Score -392660.3 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -393994.250000 Penalty: 2822.100342
	Iteration 1F: 3 clusters Score -393994.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -394181.125000 Penalty: 2822.100342
	Iteration 2F: 3 clusters Score -394181.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -394298.875000 Penalty: 2822.100342
	Iteration 3Q: 3 clusters Score -394298.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -394399.812500 Penalty: 2822.100342
	Iteration 4Q: 3 clusters Score -394399.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -394496.687500 Penalty: 2822.100342
	Iteration 5Q: 3 clusters Score -394496.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -394568.218750 Penalty: 2822.100342
	Iteration 6Q: 3 clusters Score -394568.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -394638.468750 Penalty: 2822.100342
	Iteration 7Q: 3 clusters Score -394638.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -394702.812500 Penalty: 2822.100342
	Iteration 8Q: 3 clusters Score -394702.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -394770.593750 Penalty: 2822.100342
	Iteration 9Q: 3 clusters Score -394770.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -394845.468750 Penalty: 2822.100342
	Iteration 10Q: 3 clusters Score -394845.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -394924.000000 Penalty: 2822.100342
	Iteration 11Q: 3 clusters Score -394924 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -395006.875000 Penalty: 2822.100342
	Iteration 12Q: 3 clusters Score -395006.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -395092.312500 Penalty: 2822.100342
	Iteration 13Q: 3 clusters Score -395092.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -395173.812500 Penalty: 2822.100342
	Iteration 14Q: 3 clusters Score -395173.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -395258.312500 Penalty: 2822.100342
	Iteration 15Q: 3 clusters Score -395258.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -395333.843750 Penalty: 2822.100342
	Iteration 16Q: 3 clusters Score -395333.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -395421.218750 Penalty: 2822.100342
	Iteration 17Q: 3 clusters Score -395421.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -395523.656250 Penalty: 2822.100342
	Iteration 18Q: 3 clusters Score -395523.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -395608.937500 Penalty: 2822.100342
	Iteration 19Q: 3 clusters Score -395608.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -395696.906250 Penalty: 2822.100342
	Iteration 20F: 3 clusters Score -395696.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -395771.968750 Penalty: 2822.100342
	Iteration 21Q: 3 clusters Score -395772 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -395827.750000 Penalty: 2822.100342
	Iteration 22Q: 3 clusters Score -395827.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -395860.156250 Penalty: 2822.100342
	Iteration 23Q: 3 clusters Score -395860.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -395889.656250 Penalty: 2822.100342
	Iteration 24Q: 3 clusters Score -395889.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -395916.312500 Penalty: 2822.100342
	Iteration 25Q: 3 clusters Score -395916.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -395939.343750 Penalty: 2822.100342
	Iteration 26Q: 3 clusters Score -395939.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -395960.281250 Penalty: 2822.100342
	Iteration 27Q: 3 clusters Score -395960.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -395976.375000 Penalty: 2822.100342
	Iteration 28Q: 3 clusters Score -395976.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -395983.968750 Penalty: 2822.100342
	Iteration 29Q: 3 clusters Score -395984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -395990.625000 Penalty: 2822.100342
	Iteration 30Q: 3 clusters Score -395990.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -395997.281250 Penalty: 2822.100342
	Iteration 31Q: 3 clusters Score -395997.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -396004.562500 Penalty: 2822.100342
	Iteration 32Q: 3 clusters Score -396004.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -396016.062500 Penalty: 2822.100342
	Iteration 33Q: 3 clusters Score -396016.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -396022.531250 Penalty: 2822.100342
	Iteration 34Q: 3 clusters Score -396022.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -396027.250000 Penalty: 2822.100342
	Iteration 35Q: 3 clusters Score -396027.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -396031.781250 Penalty: 2822.100342
	Iteration 36Q: 3 clusters Score -396031.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -396036.187500 Penalty: 2822.100342
	Iteration 37Q: 3 clusters Score -396036.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -396040.906250 Penalty: 2822.100342
	Iteration 38Q: 3 clusters Score -396040.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -396043.031250 Penalty: 2822.100342
	Iteration 39Q: 3 clusters Score -396043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -396043.031250 Penalty: 2822.100342
	Iteration 40F: 3 clusters Score -396043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Entering Unmasked Estep 
Score: -471225.625000 Penalty: 1460.439819
	Iteration 0F: 2 clusters Score -471225.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -465459.687500 Penalty: 2920.879639
	Iteration 0F: 3 clusters Score -465459.7 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -467365.312500 Penalty: 2920.879639
	Iteration 1F: 3 clusters Score -467365.3 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -467693.875000 Penalty: 2920.879639
	Iteration 2F: 3 clusters Score -467693.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -467968.468750 Penalty: 2920.879639
	Iteration 3F: 3 clusters Score -467968.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -468314.656250 Penalty: 2920.879639
	Iteration 4F: 3 clusters Score -468314.7 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -468804.406250 Penalty: 2920.879639
	Iteration 5F: 3 clusters Score -468804.4 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -469446.125000 Penalty: 2920.879639
	Iteration 6F: 3 clusters Score -469446.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -470060.187500 Penalty: 2920.879639
	Iteration 7F: 3 clusters Score -470060.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -470556.812500 Penalty: 2920.879639
	Iteration 8F: 3 clusters Score -470556.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -470818.531250 Penalty: 2920.879639
	Iteration 9Q: 3 clusters Score -470818.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -470942.125000 Penalty: 2920.879639
	Iteration 10Q: 3 clusters Score -470942.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -471005.750000 Penalty: 2920.879639
	Iteration 11Q: 3 clusters Score -471005.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -471048.031250 Penalty: 2920.879639
	Iteration 12Q: 3 clusters Score -471048 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -471083.968750 Penalty: 2920.879639
	Iteration 13Q: 3 clusters Score -471084 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -471117.218750 Penalty: 2920.879639
	Iteration 14Q: 3 clusters Score -471117.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -471148.531250 Penalty: 2920.879639
	Iteration 15Q: 3 clusters Score -471148.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -471169.093750 Penalty: 2920.879639
	Iteration 16Q: 3 clusters Score -471169.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -471196.437500 Penalty: 2920.879639
	Iteration 17Q: 3 clusters Score -471196.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -471211.468750 Penalty: 2920.879639
	Iteration 18Q: 3 clusters Score -471211.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -471221.218750 Penalty: 2920.879639
	Iteration 19Q: 3 clusters Score -471221.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -471228.000000 Penalty: 2920.879639
	Iteration 20F: 3 clusters Score -471228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -471234.562500 Penalty: 2920.879639
	Iteration 21Q: 3 clusters Score -471234.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -471239.156250 Penalty: 2920.879639
	Iteration 22Q: 3 clusters Score -471239.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -471242.093750 Penalty: 2920.879639
	Iteration 23Q: 3 clusters Score -471242.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -471243.281250 Penalty: 2920.879639
	Iteration 24Q: 3 clusters Score -471243.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -471247.062500 Penalty: 2920.879639
	Iteration 25Q: 3 clusters Score -471247.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -471246.531250 Penalty: 2920.879639
	Iteration 26Q: 3 clusters Score -471246.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -471247.812500 Penalty: 2920.879639
	Iteration 27Q: 3 clusters Score -471247.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -471248.468750 Penalty: 2920.879639
	Iteration 28Q: 3 clusters Score -471248.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -471250.593750 Penalty: 2920.879639
	Iteration 29Q: 3 clusters Score -471250.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -471252.093750 Penalty: 2920.879639
	Iteration 30Q: 3 clusters Score -471252.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -471252.031250 Penalty: 2920.879639
	Iteration 31Q: 3 clusters Score -471252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -471252.937500 Penalty: 2920.879639
	Iteration 32Q: 3 clusters Score -471252.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -471253.187500 Penalty: 2920.879639
	Iteration 33Q: 3 clusters Score -471253.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -471253.843750 Penalty: 2920.879639
	Iteration 34Q: 3 clusters Score -471253.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -471253.843750 Penalty: 2920.879639
	Iteration 35F: 3 clusters Score -471253.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 12847 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 2641 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 53300 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 84746 members 
Mstep: Class 9 contains 10788 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 5904 members 
Mstep: Class 14 contains 4203 members 
Mstep: Class 15 contains 15090 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 49728 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 10931 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 10866 members 
Mstep: Class 24 contains 1139 members 
Mstep: Class 25 contains 3798 members 
Entering Unmasked Estep 
Score: -21343046.000000 Penalty: 51972.636719
Splitting cluster 14 changes total score from -21343722.000000 to -21343046.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (15090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Entering Unmasked Estep 
Score: -901040.812500 Penalty: 1563.540527
	Iteration 0F: 2 clusters Score -901040.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -890544.375000 Penalty: 3127.081055
	Iteration 0F: 3 clusters Score -890544.4 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -894381.375000 Penalty: 3127.081055
	Iteration 1F: 3 clusters Score -894381.4 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -895190.750000 Penalty: 3127.081055
	Iteration 2F: 3 clusters Score -895190.8 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -896188.875000 Penalty: 3127.081055
	Iteration 3F: 3 clusters Score -896188.9 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -897101.062500 Penalty: 3127.081055
	Iteration 4F: 3 clusters Score -897101.1 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -897878.125000 Penalty: 3127.081055
	Iteration 5F: 3 clusters Score -897878.1 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -898514.750000 Penalty: 3127.081055
	Iteration 6F: 3 clusters Score -898514.8 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -899019.812500 Penalty: 3127.081055
	Iteration 7F: 3 clusters Score -899019.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -899360.312500 Penalty: 3127.081055
	Iteration 8Q: 3 clusters Score -899360.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -899597.500000 Penalty: 3127.081055
	Iteration 9Q: 3 clusters Score -899597.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -899759.062500 Penalty: 3127.081055
	Iteration 10Q: 3 clusters Score -899759.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -899868.250000 Penalty: 3127.081055
	Iteration 11Q: 3 clusters Score -899868.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -899949.312500 Penalty: 3127.081055
	Iteration 12Q: 3 clusters Score -899949.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -900019.625000 Penalty: 3127.081055
	Iteration 13Q: 3 clusters Score -900019.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -900080.125000 Penalty: 3127.081055
	Iteration 14Q: 3 clusters Score -900080.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -900120.125000 Penalty: 3127.081055
	Iteration 15Q: 3 clusters Score -900120.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -900156.375000 Penalty: 3127.081055
	Iteration 16Q: 3 clusters Score -900156.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -900183.500000 Penalty: 3127.081055
	Iteration 17Q: 3 clusters Score -900183.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -900214.187500 Penalty: 3127.081055
	Iteration 18Q: 3 clusters Score -900214.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -900240.625000 Penalty: 3127.081055
	Iteration 19Q: 3 clusters Score -900240.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -900276.062500 Penalty: 3127.081055
	Iteration 20F: 3 clusters Score -900276.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -900313.625000 Penalty: 3127.081055
	Iteration 21Q: 3 clusters Score -900313.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -900360.812500 Penalty: 3127.081055
	Iteration 22Q: 3 clusters Score -900360.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -900394.250000 Penalty: 3127.081055
	Iteration 23Q: 3 clusters Score -900394.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -900423.437500 Penalty: 3127.081055
	Iteration 24Q: 3 clusters Score -900423.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -900455.250000 Penalty: 3127.081055
	Iteration 25Q: 3 clusters Score -900455.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -900484.750000 Penalty: 3127.081055
	Iteration 26Q: 3 clusters Score -900484.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -900517.375000 Penalty: 3127.081055
	Iteration 27Q: 3 clusters Score -900517.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -900555.875000 Penalty: 3127.081055
	Iteration 28Q: 3 clusters Score -900555.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -900591.687500 Penalty: 3127.081055
	Iteration 29Q: 3 clusters Score -900591.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -900634.312500 Penalty: 3127.081055
	Iteration 30Q: 3 clusters Score -900634.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -900662.125000 Penalty: 3127.081055
	Iteration 31Q: 3 clusters Score -900662.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -900691.687500 Penalty: 3127.081055
	Iteration 32Q: 3 clusters Score -900691.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -900717.562500 Penalty: 3127.081055
	Iteration 33Q: 3 clusters Score -900717.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -900733.375000 Penalty: 3127.081055
	Iteration 34Q: 3 clusters Score -900733.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -900752.562500 Penalty: 3127.081055
	Iteration 35Q: 3 clusters Score -900752.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -900763.562500 Penalty: 3127.081055
	Iteration 36Q: 3 clusters Score -900763.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -900772.687500 Penalty: 3127.081055
	Iteration 37Q: 3 clusters Score -900772.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -900781.250000 Penalty: 3127.081055
	Iteration 38Q: 3 clusters Score -900781.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -900789.375000 Penalty: 3127.081055
	Iteration 39Q: 3 clusters Score -900789.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -900800.312500 Penalty: 3127.081055
	Iteration 40F: 3 clusters Score -900800.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -900808.000000 Penalty: 3127.081055
	Iteration 41Q: 3 clusters Score -900808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -900812.687500 Penalty: 3127.081055
	Iteration 42Q: 3 clusters Score -900812.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -900814.625000 Penalty: 3127.081055
	Iteration 43Q: 3 clusters Score -900814.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -900815.000000 Penalty: 3127.081055
	Iteration 44Q: 3 clusters Score -900815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -900818.000000 Penalty: 3127.081055
	Iteration 45Q: 3 clusters Score -900818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -900822.250000 Penalty: 3127.081055
	Iteration 46Q: 3 clusters Score -900822.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -900821.750000 Penalty: 3127.081055
	Iteration 47Q: 3 clusters Score -900821.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -900822.125000 Penalty: 3127.081055
	Iteration 48Q: 3 clusters Score -900822.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -900823.375000 Penalty: 3127.081055
	Iteration 49Q: 3 clusters Score -900823.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -900824.687500 Penalty: 3127.081055
	Iteration 50Q: 3 clusters Score -900824.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -900823.937500 Penalty: 3127.081055
	Iteration 51Q: 3 clusters Score -900823.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -900823.125000 Penalty: 3127.081055
	Iteration 52Q: 3 clusters Score -900823.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -900823.937500 Penalty: 3127.081055
	Iteration 53Q: 3 clusters Score -900823.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -900824.187500 Penalty: 3127.081055
	Iteration 54Q: 3 clusters Score -900824.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -900824.187500 Penalty: 3127.081055
	Iteration 55F: 3 clusters Score -900824.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Entering Unmasked Estep 
Score: -276036.562500 Penalty: 1397.629761
	Iteration 0F: 2 clusters Score -276036.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -271774.875000 Penalty: 2795.259521
	Iteration 0F: 3 clusters Score -271774.9 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -273188.281250 Penalty: 2795.259521
	Iteration 1F: 3 clusters Score -273188.3 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -273566.812500 Penalty: 2795.259521
	Iteration 2F: 3 clusters Score -273566.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -273840.750000 Penalty: 2795.259521
	Iteration 3F: 3 clusters Score -273840.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -274037.593750 Penalty: 2795.259521
	Iteration 4F: 3 clusters Score -274037.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -274167.156250 Penalty: 2795.259521
	Iteration 5Q: 3 clusters Score -274167.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -274276.156250 Penalty: 2795.259521
	Iteration 6Q: 3 clusters Score -274276.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -274375.812500 Penalty: 2795.259521
	Iteration 7Q: 3 clusters Score -274375.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -274466.812500 Penalty: 2795.259521
	Iteration 8Q: 3 clusters Score -274466.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -274552.187500 Penalty: 2795.259521
	Iteration 9Q: 3 clusters Score -274552.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -274631.343750 Penalty: 2795.259521
	Iteration 10Q: 3 clusters Score -274631.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -274707.437500 Penalty: 2795.259521
	Iteration 11Q: 3 clusters Score -274707.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -274764.812500 Penalty: 2795.259521
	Iteration 12Q: 3 clusters Score -274764.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -274809.187500 Penalty: 2795.259521
	Iteration 13Q: 3 clusters Score -274809.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -274847.031250 Penalty: 2795.259521
	Iteration 14Q: 3 clusters Score -274847 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -274897.000000 Penalty: 2795.259521
	Iteration 15Q: 3 clusters Score -274897 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -274939.750000 Penalty: 2795.259521
	Iteration 16Q: 3 clusters Score -274939.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -274967.218750 Penalty: 2795.259521
	Iteration 17Q: 3 clusters Score -274967.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -274984.625000 Penalty: 2795.259521
	Iteration 18Q: 3 clusters Score -274984.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -275001.562500 Penalty: 2795.259521
	Iteration 19Q: 3 clusters Score -275001.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -275020.250000 Penalty: 2795.259521
	Iteration 20F: 3 clusters Score -275020.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -275040.593750 Penalty: 2795.259521
	Iteration 21Q: 3 clusters Score -275040.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -275057.750000 Penalty: 2795.259521
	Iteration 22Q: 3 clusters Score -275057.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -275073.593750 Penalty: 2795.259521
	Iteration 23Q: 3 clusters Score -275073.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -275085.093750 Penalty: 2795.259521
	Iteration 24Q: 3 clusters Score -275085.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -275093.343750 Penalty: 2795.259521
	Iteration 25Q: 3 clusters Score -275093.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -275098.500000 Penalty: 2795.259521
	Iteration 26Q: 3 clusters Score -275098.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -275102.718750 Penalty: 2795.259521
	Iteration 27Q: 3 clusters Score -275102.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -275110.031250 Penalty: 2795.259521
	Iteration 28Q: 3 clusters Score -275110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -275114.843750 Penalty: 2795.259521
	Iteration 29Q: 3 clusters Score -275114.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -275117.468750 Penalty: 2795.259521
	Iteration 30Q: 3 clusters Score -275117.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -275119.312500 Penalty: 2795.259521
	Iteration 31Q: 3 clusters Score -275119.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -275120.906250 Penalty: 2795.259521
	Iteration 32Q: 3 clusters Score -275120.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -275122.906250 Penalty: 2795.259521
	Iteration 33Q: 3 clusters Score -275122.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -275127.062500 Penalty: 2795.259521
	Iteration 34Q: 3 clusters Score -275127.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -275130.187500 Penalty: 2795.259521
	Iteration 35Q: 3 clusters Score -275130.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -275132.250000 Penalty: 2795.259521
	Iteration 36Q: 3 clusters Score -275132.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -275135.312500 Penalty: 2795.259521
	Iteration 37Q: 3 clusters Score -275135.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -275137.531250 Penalty: 2795.259521
	Iteration 38Q: 3 clusters Score -275137.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -275139.468750 Penalty: 2795.259521
	Iteration 39Q: 3 clusters Score -275139.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -275142.750000 Penalty: 2795.259521
	Iteration 40F: 3 clusters Score -275142.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -275145.906250 Penalty: 2795.259521
	Iteration 41Q: 3 clusters Score -275145.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -275147.593750 Penalty: 2795.259521
	Iteration 42Q: 3 clusters Score -275147.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -275152.625000 Penalty: 2795.259521
	Iteration 43Q: 3 clusters Score -275152.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -275156.562500 Penalty: 2795.259521
	Iteration 44Q: 3 clusters Score -275156.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -275160.281250 Penalty: 2795.259521
	Iteration 45Q: 3 clusters Score -275160.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -275164.000000 Penalty: 2795.259521
	Iteration 46Q: 3 clusters Score -275164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -275167.406250 Penalty: 2795.259521
	Iteration 47Q: 3 clusters Score -275167.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -275170.781250 Penalty: 2795.259521
	Iteration 48Q: 3 clusters Score -275170.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -275173.000000 Penalty: 2795.259521
	Iteration 49Q: 3 clusters Score -275173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -275174.281250 Penalty: 2795.259521
	Iteration 50Q: 3 clusters Score -275174.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -275175.656250 Penalty: 2795.259521
	Iteration 51Q: 3 clusters Score -275175.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -275176.000000 Penalty: 2795.259521
	Iteration 52Q: 3 clusters Score -275176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -275175.812500 Penalty: 2795.259521
	Iteration 53Q: 3 clusters Score -275175.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -275175.812500 Penalty: 2795.259521
	Iteration 54F: 3 clusters Score -275175.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Entering Unmasked Estep 
Score: -91456.648438 Penalty: 1196.841797
	Iteration 0F: 2 clusters Score -91456.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -89616.250000 Penalty: 2393.683594
	Iteration 0F: 3 clusters Score -89616.25 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -89994.671875 Penalty: 2393.683594
	Iteration 1F: 3 clusters Score -89994.67 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -90081.820312 Penalty: 2393.683594
	Iteration 2F: 3 clusters Score -90081.82 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -90125.062500 Penalty: 2393.683594
	Iteration 3Q: 3 clusters Score -90125.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -90154.164062 Penalty: 2393.683594
	Iteration 4Q: 3 clusters Score -90154.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -90172.078125 Penalty: 2393.683594
	Iteration 5Q: 3 clusters Score -90172.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -90195.164062 Penalty: 2393.683594
	Iteration 6Q: 3 clusters Score -90195.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -90218.453125 Penalty: 2393.683594
	Iteration 7Q: 3 clusters Score -90218.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -90237.640625 Penalty: 2393.683594
	Iteration 8Q: 3 clusters Score -90237.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -90257.500000 Penalty: 2393.683594
	Iteration 9Q: 3 clusters Score -90257.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -90275.031250 Penalty: 2393.683594
	Iteration 10Q: 3 clusters Score -90275.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -90296.570312 Penalty: 2393.683594
	Iteration 11Q: 3 clusters Score -90296.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -90308.710938 Penalty: 2393.683594
	Iteration 12Q: 3 clusters Score -90308.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -90323.617188 Penalty: 2393.683594
	Iteration 13Q: 3 clusters Score -90323.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -90335.460938 Penalty: 2393.683594
	Iteration 14Q: 3 clusters Score -90335.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -90345.515625 Penalty: 2393.683594
	Iteration 15Q: 3 clusters Score -90345.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -90359.539062 Penalty: 2393.683594
	Iteration 16Q: 3 clusters Score -90359.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -90387.718750 Penalty: 2393.683594
	Iteration 17Q: 3 clusters Score -90387.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -90414.648438 Penalty: 2393.683594
	Iteration 18Q: 3 clusters Score -90414.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -90438.085938 Penalty: 2393.683594
	Iteration 19Q: 3 clusters Score -90438.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -90473.710938 Penalty: 2393.683594
	Iteration 20F: 3 clusters Score -90473.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -90500.359375 Penalty: 2393.683594
	Iteration 21Q: 3 clusters Score -90500.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -90526.414062 Penalty: 2393.683594
	Iteration 22Q: 3 clusters Score -90526.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -90547.843750 Penalty: 2393.683594
	Iteration 23Q: 3 clusters Score -90547.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -90579.039062 Penalty: 2393.683594
	Iteration 24Q: 3 clusters Score -90579.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -90605.031250 Penalty: 2393.683594
	Iteration 25Q: 3 clusters Score -90605.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -90629.906250 Penalty: 2393.683594
	Iteration 26Q: 3 clusters Score -90629.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -90646.992188 Penalty: 2393.683594
	Iteration 27Q: 3 clusters Score -90646.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -90671.046875 Penalty: 2393.683594
	Iteration 28Q: 3 clusters Score -90671.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -90703.390625 Penalty: 2393.683594
	Iteration 29Q: 3 clusters Score -90703.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -90736.734375 Penalty: 2393.683594
	Iteration 30Q: 3 clusters Score -90736.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -90773.671875 Penalty: 2393.683594
	Iteration 31Q: 3 clusters Score -90773.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -90803.234375 Penalty: 2393.683594
	Iteration 32Q: 3 clusters Score -90803.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -90834.929688 Penalty: 2393.683594
	Iteration 33Q: 3 clusters Score -90834.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -90861.750000 Penalty: 2393.683594
	Iteration 34Q: 3 clusters Score -90861.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -90901.320312 Penalty: 2393.683594
	Iteration 35Q: 3 clusters Score -90901.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -90946.039062 Penalty: 2393.683594
	Iteration 36Q: 3 clusters Score -90946.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -90989.914062 Penalty: 2393.683594
	Iteration 37Q: 3 clusters Score -90989.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -91031.109375 Penalty: 2393.683594
	Iteration 38Q: 3 clusters Score -91031.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -91064.648438 Penalty: 2393.683594
	Iteration 39Q: 3 clusters Score -91064.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -91086.382812 Penalty: 2393.683594
	Iteration 40F: 3 clusters Score -91086.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -91109.203125 Penalty: 2393.683594
	Iteration 41Q: 3 clusters Score -91109.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -91119.554688 Penalty: 2393.683594
	Iteration 42Q: 3 clusters Score -91119.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -91125.218750 Penalty: 2393.683594
	Iteration 43Q: 3 clusters Score -91125.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -91132.023438 Penalty: 2393.683594
	Iteration 44Q: 3 clusters Score -91132.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -91136.953125 Penalty: 2393.683594
	Iteration 45Q: 3 clusters Score -91136.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -91137.578125 Penalty: 2393.683594
	Iteration 46Q: 3 clusters Score -91137.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -91137.578125 Penalty: 2393.683594
	Iteration 47F: 3 clusters Score -91137.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Entering Unmasked Estep 
Score: -3045905.500000 Penalty: 1757.327515
	Iteration 0F: 2 clusters Score -3045906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -3012723.500000 Penalty: 3514.655029
	Iteration 0F: 3 clusters Score -3012724 nChanged 23322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -3025974.750000 Penalty: 3514.655029
	Iteration 1F: 3 clusters Score -3025975 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -3026884.750000 Penalty: 3514.655029
	Iteration 2Q: 3 clusters Score -3026885 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -3028373.250000 Penalty: 3514.655029
	Iteration 3F: 3 clusters Score -3028373 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3031044.500000 Penalty: 3514.655029
	Iteration 4F: 3 clusters Score -3031044 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -3035110.250000 Penalty: 3514.655029
	Iteration 5F: 3 clusters Score -3035110 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -3039598.250000 Penalty: 3514.655029
	Iteration 6F: 3 clusters Score -3039598 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3042564.000000 Penalty: 3514.655029
	Iteration 7F: 3 clusters Score -3042564 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3043679.500000 Penalty: 3514.655029
	Iteration 8Q: 3 clusters Score -3043680 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3044073.750000 Penalty: 3514.655029
	Iteration 9Q: 3 clusters Score -3044074 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3044219.500000 Penalty: 3514.655029
	Iteration 10Q: 3 clusters Score -3044220 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3044290.250000 Penalty: 3514.655029
	Iteration 11Q: 3 clusters Score -3044290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3044336.000000 Penalty: 3514.655029
	Iteration 12Q: 3 clusters Score -3044336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3044370.250000 Penalty: 3514.655029
	Iteration 13Q: 3 clusters Score -3044370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3044384.750000 Penalty: 3514.655029
	Iteration 14Q: 3 clusters Score -3044385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3044405.500000 Penalty: 3514.655029
	Iteration 15Q: 3 clusters Score -3044406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3044420.750000 Penalty: 3514.655029
	Iteration 16Q: 3 clusters Score -3044421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3044425.500000 Penalty: 3514.655029
	Iteration 17Q: 3 clusters Score -3044426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3044428.500000 Penalty: 3514.655029
	Iteration 18Q: 3 clusters Score -3044428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3044428.500000 Penalty: 3514.655029
	Iteration 19F: 3 clusters Score -3044428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Entering Unmasked Estep 
Score: -328499.531250 Penalty: 1383.978882
	Iteration 0F: 2 clusters Score -328499.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -324524.937500 Penalty: 2767.957764
	Iteration 0F: 3 clusters Score -324524.9 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -325586.781250 Penalty: 2767.957764
	Iteration 1F: 3 clusters Score -325586.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -325752.375000 Penalty: 2767.957764
	Iteration 2F: 3 clusters Score -325752.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -325848.312500 Penalty: 2767.957764
	Iteration 3F: 3 clusters Score -325848.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -325907.812500 Penalty: 2767.957764
	Iteration 4Q: 3 clusters Score -325907.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -325964.250000 Penalty: 2767.957764
	Iteration 5Q: 3 clusters Score -325964.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -326017.906250 Penalty: 2767.957764
	Iteration 6Q: 3 clusters Score -326017.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -326055.500000 Penalty: 2767.957764
	Iteration 7Q: 3 clusters Score -326055.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -326079.937500 Penalty: 2767.957764
	Iteration 8Q: 3 clusters Score -326079.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -326107.406250 Penalty: 2767.957764
	Iteration 9Q: 3 clusters Score -326107.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -326139.718750 Penalty: 2767.957764
	Iteration 10Q: 3 clusters Score -326139.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -326169.218750 Penalty: 2767.957764
	Iteration 11Q: 3 clusters Score -326169.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -326192.781250 Penalty: 2767.957764
	Iteration 12Q: 3 clusters Score -326192.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -326216.750000 Penalty: 2767.957764
	Iteration 13Q: 3 clusters Score -326216.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -326240.250000 Penalty: 2767.957764
	Iteration 14Q: 3 clusters Score -326240.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -326272.531250 Penalty: 2767.957764
	Iteration 15Q: 3 clusters Score -326272.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -326307.656250 Penalty: 2767.957764
	Iteration 16Q: 3 clusters Score -326307.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -326345.750000 Penalty: 2767.957764
	Iteration 17Q: 3 clusters Score -326345.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -326395.593750 Penalty: 2767.957764
	Iteration 18Q: 3 clusters Score -326395.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -326446.968750 Penalty: 2767.957764
	Iteration 19Q: 3 clusters Score -326447 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -326516.968750 Penalty: 2767.957764
	Iteration 20F: 3 clusters Score -326517 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -326597.156250 Penalty: 2767.957764
	Iteration 21Q: 3 clusters Score -326597.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -326692.656250 Penalty: 2767.957764
	Iteration 22Q: 3 clusters Score -326692.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -326798.437500 Penalty: 2767.957764
	Iteration 23Q: 3 clusters Score -326798.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -326896.187500 Penalty: 2767.957764
	Iteration 24Q: 3 clusters Score -326896.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -326981.218750 Penalty: 2767.957764
	Iteration 25Q: 3 clusters Score -326981.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -327059.250000 Penalty: 2767.957764
	Iteration 26Q: 3 clusters Score -327059.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -327119.375000 Penalty: 2767.957764
	Iteration 27Q: 3 clusters Score -327119.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -327169.343750 Penalty: 2767.957764
	Iteration 28Q: 3 clusters Score -327169.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -327204.250000 Penalty: 2767.957764
	Iteration 29Q: 3 clusters Score -327204.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -327227.531250 Penalty: 2767.957764
	Iteration 30Q: 3 clusters Score -327227.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -327239.625000 Penalty: 2767.957764
	Iteration 31Q: 3 clusters Score -327239.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -327251.625000 Penalty: 2767.957764
	Iteration 32Q: 3 clusters Score -327251.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -327256.343750 Penalty: 2767.957764
	Iteration 33Q: 3 clusters Score -327256.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -327258.875000 Penalty: 2767.957764
	Iteration 34Q: 3 clusters Score -327258.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -327262.406250 Penalty: 2767.957764
	Iteration 35Q: 3 clusters Score -327262.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -327268.687500 Penalty: 2767.957764
	Iteration 36Q: 3 clusters Score -327268.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -327271.625000 Penalty: 2767.957764
	Iteration 37Q: 3 clusters Score -327271.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -327274.531250 Penalty: 2767.957764
	Iteration 38Q: 3 clusters Score -327274.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -327279.687500 Penalty: 2767.957764
	Iteration 39Q: 3 clusters Score -327279.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -327284.125000 Penalty: 2767.957764
	Iteration 40F: 3 clusters Score -327284.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -327287.156250 Penalty: 2767.957764
	Iteration 41Q: 3 clusters Score -327287.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -327288.312500 Penalty: 2767.957764
	Iteration 42Q: 3 clusters Score -327288.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -327291.062500 Penalty: 2767.957764
	Iteration 43Q: 3 clusters Score -327291.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -327292.687500 Penalty: 2767.957764
	Iteration 44Q: 3 clusters Score -327292.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -327294.437500 Penalty: 2767.957764
	Iteration 45Q: 3 clusters Score -327294.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -327296.187500 Penalty: 2767.957764
	Iteration 46Q: 3 clusters Score -327296.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -327297.562500 Penalty: 2767.957764
	Iteration 47Q: 3 clusters Score -327297.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -327298.750000 Penalty: 2767.957764
	Iteration 48Q: 3 clusters Score -327298.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -327298.750000 Penalty: 2767.957764
	Iteration 49F: 3 clusters Score -327298.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Entering Unmasked Estep 
Score: -695669.625000 Penalty: 1511.145752
	Iteration 0F: 2 clusters Score -695669.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -687955.875000 Penalty: 3022.291504
	Iteration 0F: 3 clusters Score -687955.9 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -690496.562500 Penalty: 3022.291504
	Iteration 1F: 3 clusters Score -690496.6 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -690762.375000 Penalty: 3022.291504
	Iteration 2F: 3 clusters Score -690762.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -690945.750000 Penalty: 3022.291504
	Iteration 3Q: 3 clusters Score -690945.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -691074.750000 Penalty: 3022.291504
	Iteration 4Q: 3 clusters Score -691074.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -691187.000000 Penalty: 3022.291504
	Iteration 5Q: 3 clusters Score -691187 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -691278.875000 Penalty: 3022.291504
	Iteration 6Q: 3 clusters Score -691278.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -691357.625000 Penalty: 3022.291504
	Iteration 7Q: 3 clusters Score -691357.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -691426.500000 Penalty: 3022.291504
	Iteration 8Q: 3 clusters Score -691426.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -691500.062500 Penalty: 3022.291504
	Iteration 9Q: 3 clusters Score -691500.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -691596.687500 Penalty: 3022.291504
	Iteration 10Q: 3 clusters Score -691596.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -691737.500000 Penalty: 3022.291504
	Iteration 11Q: 3 clusters Score -691737.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -691925.750000 Penalty: 3022.291504
	Iteration 12Q: 3 clusters Score -691925.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -692159.187500 Penalty: 3022.291504
	Iteration 13Q: 3 clusters Score -692159.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -692463.750000 Penalty: 3022.291504
	Iteration 14Q: 3 clusters Score -692463.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -692827.750000 Penalty: 3022.291504
	Iteration 15Q: 3 clusters Score -692827.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -693231.500000 Penalty: 3022.291504
	Iteration 16Q: 3 clusters Score -693231.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -693586.187500 Penalty: 3022.291504
	Iteration 17Q: 3 clusters Score -693586.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -693843.000000 Penalty: 3022.291504
	Iteration 18Q: 3 clusters Score -693843 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -694025.750000 Penalty: 3022.291504
	Iteration 19Q: 3 clusters Score -694025.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -694133.250000 Penalty: 3022.291504
	Iteration 20F: 3 clusters Score -694133.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -694206.500000 Penalty: 3022.291504
	Iteration 21Q: 3 clusters Score -694206.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -694247.250000 Penalty: 3022.291504
	Iteration 22Q: 3 clusters Score -694247.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -694278.187500 Penalty: 3022.291504
	Iteration 23Q: 3 clusters Score -694278.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -694297.062500 Penalty: 3022.291504
	Iteration 24Q: 3 clusters Score -694297.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -694313.000000 Penalty: 3022.291504
	Iteration 25Q: 3 clusters Score -694313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -694319.625000 Penalty: 3022.291504
	Iteration 26Q: 3 clusters Score -694319.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -694326.812500 Penalty: 3022.291504
	Iteration 27Q: 3 clusters Score -694326.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -694329.937500 Penalty: 3022.291504
	Iteration 28Q: 3 clusters Score -694329.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -694336.812500 Penalty: 3022.291504
	Iteration 29Q: 3 clusters Score -694336.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -694342.750000 Penalty: 3022.291504
	Iteration 30Q: 3 clusters Score -694342.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -694344.000000 Penalty: 3022.291504
	Iteration 31Q: 3 clusters Score -694344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -694346.437500 Penalty: 3022.291504
	Iteration 32Q: 3 clusters Score -694346.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -694349.250000 Penalty: 3022.291504
	Iteration 33Q: 3 clusters Score -694349.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -694349.250000 Penalty: 3022.291504
	Iteration 34F: 3 clusters Score -694349.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Entering Unmasked Estep 
Score: -269519.875000 Penalty: 1374.610229
	Iteration 0F: 2 clusters Score -269519.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -265718.750000 Penalty: 2749.220459
	Iteration 0F: 3 clusters Score -265718.8 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -266962.000000 Penalty: 2749.220459
	Iteration 1F: 3 clusters Score -266962 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -267230.156250 Penalty: 2749.220459
	Iteration 2F: 3 clusters Score -267230.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -267448.000000 Penalty: 2749.220459
	Iteration 3F: 3 clusters Score -267448 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -267662.625000 Penalty: 2749.220459
	Iteration 4F: 3 clusters Score -267662.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -267843.187500 Penalty: 2749.220459
	Iteration 5F: 3 clusters Score -267843.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -267989.281250 Penalty: 2749.220459
	Iteration 6Q: 3 clusters Score -267989.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -268129.906250 Penalty: 2749.220459
	Iteration 7Q: 3 clusters Score -268129.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -268259.906250 Penalty: 2749.220459
	Iteration 8Q: 3 clusters Score -268259.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -268372.562500 Penalty: 2749.220459
	Iteration 9Q: 3 clusters Score -268372.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -268441.500000 Penalty: 2749.220459
	Iteration 10Q: 3 clusters Score -268441.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -268495.187500 Penalty: 2749.220459
	Iteration 11Q: 3 clusters Score -268495.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -268532.031250 Penalty: 2749.220459
	Iteration 12Q: 3 clusters Score -268532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -268554.281250 Penalty: 2749.220459
	Iteration 13Q: 3 clusters Score -268554.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -268578.687500 Penalty: 2749.220459
	Iteration 14Q: 3 clusters Score -268578.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -268599.156250 Penalty: 2749.220459
	Iteration 15Q: 3 clusters Score -268599.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -268615.062500 Penalty: 2749.220459
	Iteration 16Q: 3 clusters Score -268615.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -268634.156250 Penalty: 2749.220459
	Iteration 17Q: 3 clusters Score -268634.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -268644.000000 Penalty: 2749.220459
	Iteration 18Q: 3 clusters Score -268644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -268655.750000 Penalty: 2749.220459
	Iteration 19Q: 3 clusters Score -268655.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -268667.312500 Penalty: 2749.220459
	Iteration 20F: 3 clusters Score -268667.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -268677.531250 Penalty: 2749.220459
	Iteration 21Q: 3 clusters Score -268677.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -268684.125000 Penalty: 2749.220459
	Iteration 22Q: 3 clusters Score -268684.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -268689.375000 Penalty: 2749.220459
	Iteration 23Q: 3 clusters Score -268689.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -268693.156250 Penalty: 2749.220459
	Iteration 24Q: 3 clusters Score -268693.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -268697.437500 Penalty: 2749.220459
	Iteration 25Q: 3 clusters Score -268697.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -268700.093750 Penalty: 2749.220459
	Iteration 26Q: 3 clusters Score -268700.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -268702.250000 Penalty: 2749.220459
	Iteration 27Q: 3 clusters Score -268702.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -268702.593750 Penalty: 2749.220459
	Iteration 28Q: 3 clusters Score -268702.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -268702.593750 Penalty: 2749.220459
	Iteration 29F: 3 clusters Score -268702.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Entering Unmasked Estep 
Score: -304637.437500 Penalty: 1381.224609
	Iteration 0F: 2 clusters Score -304637.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -300717.968750 Penalty: 2762.449219
	Iteration 0F: 3 clusters Score -300718 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -301804.843750 Penalty: 2762.449219
	Iteration 1F: 3 clusters Score -301804.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -301996.750000 Penalty: 2762.449219
	Iteration 2F: 3 clusters Score -301996.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -302126.437500 Penalty: 2762.449219
	Iteration 3F: 3 clusters Score -302126.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -302233.281250 Penalty: 2762.449219
	Iteration 4Q: 3 clusters Score -302233.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -302325.968750 Penalty: 2762.449219
	Iteration 5Q: 3 clusters Score -302326 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -302389.968750 Penalty: 2762.449219
	Iteration 6Q: 3 clusters Score -302390 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -302445.062500 Penalty: 2762.449219
	Iteration 7Q: 3 clusters Score -302445.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -302495.218750 Penalty: 2762.449219
	Iteration 8Q: 3 clusters Score -302495.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -302538.125000 Penalty: 2762.449219
	Iteration 9Q: 3 clusters Score -302538.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -302575.875000 Penalty: 2762.449219
	Iteration 10Q: 3 clusters Score -302575.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -302617.000000 Penalty: 2762.449219
	Iteration 11Q: 3 clusters Score -302617 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -302647.187500 Penalty: 2762.449219
	Iteration 12Q: 3 clusters Score -302647.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -302675.000000 Penalty: 2762.449219
	Iteration 13Q: 3 clusters Score -302675 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -302703.500000 Penalty: 2762.449219
	Iteration 14Q: 3 clusters Score -302703.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -302730.375000 Penalty: 2762.449219
	Iteration 15Q: 3 clusters Score -302730.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -302761.000000 Penalty: 2762.449219
	Iteration 16Q: 3 clusters Score -302761 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -302795.875000 Penalty: 2762.449219
	Iteration 17Q: 3 clusters Score -302795.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -302837.156250 Penalty: 2762.449219
	Iteration 18Q: 3 clusters Score -302837.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -302882.625000 Penalty: 2762.449219
	Iteration 19Q: 3 clusters Score -302882.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -302924.281250 Penalty: 2762.449219
	Iteration 20F: 3 clusters Score -302924.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -302969.187500 Penalty: 2762.449219
	Iteration 21Q: 3 clusters Score -302969.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -303017.062500 Penalty: 2762.449219
	Iteration 22Q: 3 clusters Score -303017.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -303068.125000 Penalty: 2762.449219
	Iteration 23Q: 3 clusters Score -303068.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -303107.093750 Penalty: 2762.449219
	Iteration 24Q: 3 clusters Score -303107.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -303136.343750 Penalty: 2762.449219
	Iteration 25Q: 3 clusters Score -303136.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -303158.218750 Penalty: 2762.449219
	Iteration 26Q: 3 clusters Score -303158.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -303175.843750 Penalty: 2762.449219
	Iteration 27Q: 3 clusters Score -303175.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -303191.250000 Penalty: 2762.449219
	Iteration 28Q: 3 clusters Score -303191.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -303209.093750 Penalty: 2762.449219
	Iteration 29Q: 3 clusters Score -303209.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -303228.531250 Penalty: 2762.449219
	Iteration 30Q: 3 clusters Score -303228.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -303245.687500 Penalty: 2762.449219
	Iteration 31Q: 3 clusters Score -303245.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -303257.031250 Penalty: 2762.449219
	Iteration 32Q: 3 clusters Score -303257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -303267.718750 Penalty: 2762.449219
	Iteration 33Q: 3 clusters Score -303267.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -303276.812500 Penalty: 2762.449219
	Iteration 34Q: 3 clusters Score -303276.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -303285.375000 Penalty: 2762.449219
	Iteration 35Q: 3 clusters Score -303285.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -303293.218750 Penalty: 2762.449219
	Iteration 36Q: 3 clusters Score -303293.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -303301.125000 Penalty: 2762.449219
	Iteration 37Q: 3 clusters Score -303301.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -303305.750000 Penalty: 2762.449219
	Iteration 38Q: 3 clusters Score -303305.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -303311.468750 Penalty: 2762.449219
	Iteration 39Q: 3 clusters Score -303311.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -303319.343750 Penalty: 2762.449219
	Iteration 40F: 3 clusters Score -303319.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -303324.875000 Penalty: 2762.449219
	Iteration 41Q: 3 clusters Score -303324.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -303330.125000 Penalty: 2762.449219
	Iteration 42Q: 3 clusters Score -303330.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -303333.781250 Penalty: 2762.449219
	Iteration 43Q: 3 clusters Score -303333.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -303337.250000 Penalty: 2762.449219
	Iteration 44Q: 3 clusters Score -303337.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -303341.937500 Penalty: 2762.449219
	Iteration 45Q: 3 clusters Score -303341.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -303346.500000 Penalty: 2762.449219
	Iteration 46Q: 3 clusters Score -303346.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -303351.093750 Penalty: 2762.449219
	Iteration 47Q: 3 clusters Score -303351.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -303355.406250 Penalty: 2762.449219
	Iteration 48Q: 3 clusters Score -303355.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -303358.781250 Penalty: 2762.449219
	Iteration 49Q: 3 clusters Score -303358.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -303362.531250 Penalty: 2762.449219
	Iteration 50Q: 3 clusters Score -303362.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -303366.000000 Penalty: 2762.449219
	Iteration 51Q: 3 clusters Score -303366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -303369.187500 Penalty: 2762.449219
	Iteration 52Q: 3 clusters Score -303369.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -303371.312500 Penalty: 2762.449219
	Iteration 53Q: 3 clusters Score -303371.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -303374.406250 Penalty: 2762.449219
	Iteration 54Q: 3 clusters Score -303374.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -303375.625000 Penalty: 2762.449219
	Iteration 55Q: 3 clusters Score -303375.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -303378.656250 Penalty: 2762.449219
	Iteration 56Q: 3 clusters Score -303378.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -303381.312500 Penalty: 2762.449219
	Iteration 57Q: 3 clusters Score -303381.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -303384.937500 Penalty: 2762.449219
	Iteration 58Q: 3 clusters Score -303384.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -303386.093750 Penalty: 2762.449219
	Iteration 59Q: 3 clusters Score -303386.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -303389.218750 Penalty: 2762.449219
	Iteration 60F: 3 clusters Score -303389.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -303391.437500 Penalty: 2762.449219
	Iteration 61Q: 3 clusters Score -303391.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -303392.250000 Penalty: 2762.449219
	Iteration 62Q: 3 clusters Score -303392.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -303392.718750 Penalty: 2762.449219
	Iteration 63Q: 3 clusters Score -303392.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -303392.718750 Penalty: 2762.449219
	Iteration 64F: 3 clusters Score -303392.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Entering Unmasked Estep 
Score: -674454.187500 Penalty: 1510.176514
	Iteration 0F: 2 clusters Score -674454.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -666673.437500 Penalty: 3020.353027
	Iteration 0F: 3 clusters Score -666673.4 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -669121.437500 Penalty: 3020.353027
	Iteration 1F: 3 clusters Score -669121.4 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -669354.437500 Penalty: 3020.353027
	Iteration 2F: 3 clusters Score -669354.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -669530.500000 Penalty: 3020.353027
	Iteration 3Q: 3 clusters Score -669530.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -669675.125000 Penalty: 3020.353027
	Iteration 4Q: 3 clusters Score -669675.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -669803.062500 Penalty: 3020.353027
	Iteration 5Q: 3 clusters Score -669803.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -669918.937500 Penalty: 3020.353027
	Iteration 6Q: 3 clusters Score -669918.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -670031.562500 Penalty: 3020.353027
	Iteration 7Q: 3 clusters Score -670031.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -670165.375000 Penalty: 3020.353027
	Iteration 8Q: 3 clusters Score -670165.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -670325.187500 Penalty: 3020.353027
	Iteration 9Q: 3 clusters Score -670325.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -670503.812500 Penalty: 3020.353027
	Iteration 10Q: 3 clusters Score -670503.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -670722.250000 Penalty: 3020.353027
	Iteration 11Q: 3 clusters Score -670722.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -670971.187500 Penalty: 3020.353027
	Iteration 12Q: 3 clusters Score -670971.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -671319.625000 Penalty: 3020.353027
	Iteration 13Q: 3 clusters Score -671319.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -671719.187500 Penalty: 3020.353027
	Iteration 14Q: 3 clusters Score -671719.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -672087.937500 Penalty: 3020.353027
	Iteration 15Q: 3 clusters Score -672087.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -672416.062500 Penalty: 3020.353027
	Iteration 16Q: 3 clusters Score -672416.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -672669.250000 Penalty: 3020.353027
	Iteration 17Q: 3 clusters Score -672669.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -672831.375000 Penalty: 3020.353027
	Iteration 18Q: 3 clusters Score -672831.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -672943.250000 Penalty: 3020.353027
	Iteration 19Q: 3 clusters Score -672943.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -673019.437500 Penalty: 3020.353027
	Iteration 20F: 3 clusters Score -673019.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -673057.562500 Penalty: 3020.353027
	Iteration 21Q: 3 clusters Score -673057.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -673091.375000 Penalty: 3020.353027
	Iteration 22Q: 3 clusters Score -673091.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -673115.375000 Penalty: 3020.353027
	Iteration 23Q: 3 clusters Score -673115.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -673136.250000 Penalty: 3020.353027
	Iteration 24Q: 3 clusters Score -673136.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -673147.625000 Penalty: 3020.353027
	Iteration 25Q: 3 clusters Score -673147.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -673152.687500 Penalty: 3020.353027
	Iteration 26Q: 3 clusters Score -673152.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -673154.437500 Penalty: 3020.353027
	Iteration 27Q: 3 clusters Score -673154.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -673155.687500 Penalty: 3020.353027
	Iteration 28Q: 3 clusters Score -673155.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -673158.375000 Penalty: 3020.353027
	Iteration 29Q: 3 clusters Score -673158.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -673159.250000 Penalty: 3020.353027
	Iteration 30Q: 3 clusters Score -673159.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -673162.062500 Penalty: 3020.353027
	Iteration 31Q: 3 clusters Score -673162.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -673162.437500 Penalty: 3020.353027
	Iteration 32Q: 3 clusters Score -673162.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -673163.437500 Penalty: 3020.353027
	Iteration 33Q: 3 clusters Score -673163.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -673163.937500 Penalty: 3020.353027
	Iteration 34Q: 3 clusters Score -673163.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -673164.875000 Penalty: 3020.353027
	Iteration 35Q: 3 clusters Score -673164.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -673166.937500 Penalty: 3020.353027
	Iteration 36Q: 3 clusters Score -673166.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -673169.312500 Penalty: 3020.353027
	Iteration 37Q: 3 clusters Score -673169.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -673170.875000 Penalty: 3020.353027
	Iteration 38Q: 3 clusters Score -673170.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -673173.875000 Penalty: 3020.353027
	Iteration 39Q: 3 clusters Score -673173.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -673174.250000 Penalty: 3020.353027
	Iteration 40F: 3 clusters Score -673174.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Entering Unmasked Estep 
Score: -70251.335938 Penalty: 1143.659790
	Iteration 0F: 2 clusters Score -70251.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -68687.843750 Penalty: 2287.319580
	Iteration 0F: 3 clusters Score -68687.84 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -68975.875000 Penalty: 2287.319580
	Iteration 1F: 3 clusters Score -68975.88 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -69040.234375 Penalty: 2287.319580
	Iteration 2F: 3 clusters Score -69040.23 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -69076.179688 Penalty: 2287.319580
	Iteration 3Q: 3 clusters Score -69076.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -69097.937500 Penalty: 2287.319580
	Iteration 4Q: 3 clusters Score -69097.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -69112.585938 Penalty: 2287.319580
	Iteration 5Q: 3 clusters Score -69112.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -69123.445312 Penalty: 2287.319580
	Iteration 6Q: 3 clusters Score -69123.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -69131.875000 Penalty: 2287.319580
	Iteration 7Q: 3 clusters Score -69131.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -69138.328125 Penalty: 2287.319580
	Iteration 8Q: 3 clusters Score -69138.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -69145.125000 Penalty: 2287.319580
	Iteration 9Q: 3 clusters Score -69145.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -69150.062500 Penalty: 2287.319580
	Iteration 10Q: 3 clusters Score -69150.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -69153.648438 Penalty: 2287.319580
	Iteration 11Q: 3 clusters Score -69153.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -69155.921875 Penalty: 2287.319580
	Iteration 12Q: 3 clusters Score -69155.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -69157.460938 Penalty: 2287.319580
	Iteration 13Q: 3 clusters Score -69157.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -69157.460938 Penalty: 2287.319580
	Iteration 14F: 3 clusters Score -69157.46 nChanged 0
--- Evaluating fit on full set of 1079358 points ---
Entering Unmasked Estep 
Score: -64049112.000000 Penalty: 54178.320312
24->25 Clusters: Score -64049112.000000, best is -64085968.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 359786 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 14863 members 
Mstep: Class 3 contains 15011 members 
Mstep: Class 4 contains 14780 members 
Mstep: Class 5 contains 14928 members 
Mstep: Class 6 contains 15030 members 
Mstep: Class 7 contains 15071 members 
Mstep: Class 8 contains 15010 members 
Mstep: Class 9 contains 15118 members 
Mstep: Class 10 contains 15054 members 
Mstep: Class 11 contains 14975 members 
Mstep: Class 12 contains 14884 members 
Mstep: Class 13 contains 14888 members 
Mstep: Class 14 contains 15165 members 
Mstep: Class 15 contains 14715 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 15013 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 15072 members 
Mstep: Class 20 contains 15234 members 
Mstep: Class 21 contains 15095 members 
Mstep: Class 22 contains 15041 members 
Mstep: Class 23 contains 14950 members 
Mstep: Class 24 contains 15013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 532.888550 but Gain 2078.906250
Score: -19758040.000000 Penalty: 47814.824219
Iteration 0F: 24 clusters Score -1.975804e+07 nChanged 341580
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 17674 members 
Mstep: Class 3 contains 15516 members 
Mstep: Class 5 contains 15195 members 
Mstep: Class 6 contains 23098 members 
Mstep: Class 7 contains 11395 members 
Mstep: Class 8 contains 9670 members 
Mstep: Class 9 contains 21197 members 
Mstep: Class 10 contains 16420 members 
Mstep: Class 11 contains 12901 members 
Mstep: Class 12 contains 15432 members 
Mstep: Class 13 contains 9245 members 
Mstep: Class 14 contains 18007 members 
Mstep: Class 15 contains 12140 members 
Mstep: Class 16 contains 13621 members 
Mstep: Class 17 contains 18082 members 
Mstep: Class 18 contains 9764 members 
Mstep: Class 19 contains 18227 members 
Mstep: Class 20 contains 12078 members 
Mstep: Class 21 contains 16183 members 
Mstep: Class 22 contains 18657 members 
Mstep: Class 23 contains 10972 members 
Mstep: Class 24 contains 29644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20677402.000000 Penalty: 47814.824219
Iteration 1F: 24 clusters Score -2.06774e+07 nChanged 126433
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 14755 members 
Mstep: Class 3 contains 15133 members 
Mstep: Class 5 contains 13864 members 
Mstep: Class 6 contains 30041 members 
Mstep: Class 7 contains 9554 members 
Mstep: Class 8 contains 9672 members 
Mstep: Class 9 contains 20581 members 
Mstep: Class 10 contains 15055 members 
Mstep: Class 11 contains 10774 members 
Mstep: Class 12 contains 12150 members 
Mstep: Class 13 contains 10541 members 
Mstep: Class 14 contains 17077 members 
Mstep: Class 15 contains 13225 members 
Mstep: Class 16 contains 9876 members 
Mstep: Class 17 contains 14527 members 
Mstep: Class 18 contains 13507 members 
Mstep: Class 19 contains 27202 members 
Mstep: Class 20 contains 12620 members 
Mstep: Class 21 contains 11485 members 
Mstep: Class 22 contains 17736 members 
Mstep: Class 23 contains 8760 members 
Mstep: Class 24 contains 38834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20900908.000000 Penalty: 47814.824219
Iteration 2F: 24 clusters Score -2.090091e+07 nChanged 97878
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 14515 members 
Mstep: Class 3 contains 12886 members 
Mstep: Class 5 contains 11065 members 
Mstep: Class 6 contains 37829 members 
Mstep: Class 7 contains 7526 members 
Mstep: Class 8 contains 9566 members 
Mstep: Class 9 contains 18357 members 
Mstep: Class 10 contains 12496 members 
Mstep: Class 11 contains 8462 members 
Mstep: Class 12 contains 10655 members 
Mstep: Class 13 contains 9391 members 
Mstep: Class 14 contains 16634 members 
Mstep: Class 15 contains 12889 members 
Mstep: Class 16 contains 7509 members 
Mstep: Class 17 contains 12684 members 
Mstep: Class 18 contains 19193 members 
Mstep: Class 19 contains 37535 members 
Mstep: Class 20 contains 12998 members 
Mstep: Class 21 contains 7522 members 
Mstep: Class 22 contains 16255 members 
Mstep: Class 23 contains 6784 members 
Mstep: Class 24 contains 46332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21027108.000000 Penalty: 47814.824219
Iteration 3F: 24 clusters Score -2.102711e+07 nChanged 74723
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 14228 members 
Mstep: Class 3 contains 10086 members 
Mstep: Class 5 contains 8279 members 
Mstep: Class 6 contains 47133 members 
Mstep: Class 7 contains 5562 members 
Mstep: Class 8 contains 9638 members 
Mstep: Class 9 contains 15421 members 
Mstep: Class 10 contains 10087 members 
Mstep: Class 11 contains 6560 members 
Mstep: Class 12 contains 10135 members 
Mstep: Class 13 contains 7339 members 
Mstep: Class 14 contains 16768 members 
Mstep: Class 15 contains 11080 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 12321 members 
Mstep: Class 18 contains 23535 members 
Mstep: Class 19 contains 47292 members 
Mstep: Class 20 contains 13092 members 
Mstep: Class 21 contains 5122 members 
Mstep: Class 22 contains 14863 members 
Mstep: Class 23 contains 5128 members 
Mstep: Class 24 contains 51512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21106542.000000 Penalty: 47814.824219
Iteration 4F: 24 clusters Score -2.110654e+07 nChanged 59236
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 13294 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 5 contains 6049 members 
Mstep: Class 6 contains 57286 members 
Mstep: Class 7 contains 4100 members 
Mstep: Class 8 contains 9700 members 
Mstep: Class 9 contains 12636 members 
Mstep: Class 10 contains 8020 members 
Mstep: Class 11 contains 4893 members 
Mstep: Class 12 contains 9772 members 
Mstep: Class 13 contains 5329 members 
Mstep: Class 14 contains 16718 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 16 contains 4658 members 
Mstep: Class 17 contains 12710 members 
Mstep: Class 18 contains 26432 members 
Mstep: Class 19 contains 56418 members 
Mstep: Class 20 contains 12402 members 
Mstep: Class 21 contains 4021 members 
Mstep: Class 22 contains 13583 members 
Mstep: Class 23 contains 3928 members 
Mstep: Class 24 contains 54715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21163734.000000 Penalty: 47814.824219
Iteration 5F: 24 clusters Score -2.116373e+07 nChanged 47984
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 12256 members 
Mstep: Class 3 contains 5458 members 
Mstep: Class 5 contains 4425 members 
Mstep: Class 6 contains 66723 members 
Mstep: Class 7 contains 3170 members 
Mstep: Class 8 contains 9907 members 
Mstep: Class 9 contains 10542 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 3511 members 
Mstep: Class 12 contains 9329 members 
Mstep: Class 13 contains 3814 members 
Mstep: Class 14 contains 16252 members 
Mstep: Class 15 contains 6394 members 
Mstep: Class 16 contains 3939 members 
Mstep: Class 17 contains 13340 members 
Mstep: Class 18 contains 28225 members 
Mstep: Class 19 contains 64713 members 
Mstep: Class 20 contains 10867 members 
Mstep: Class 21 contains 3541 members 
Mstep: Class 22 contains 12278 members 
Mstep: Class 23 contains 2957 members 
Mstep: Class 24 contains 56764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21206988.000000 Penalty: 47814.824219
Iteration 6F: 24 clusters Score -2.120699e+07 nChanged 38089
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 11359 members 
Mstep: Class 3 contains 3809 members 
Mstep: Class 5 contains 3377 members 
Mstep: Class 6 contains 74526 members 
Mstep: Class 7 contains 2575 members 
Mstep: Class 8 contains 10131 members 
Mstep: Class 9 contains 9231 members 
Mstep: Class 10 contains 5205 members 
Mstep: Class 11 contains 2545 members 
Mstep: Class 12 contains 8894 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 15400 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 3520 members 
Mstep: Class 17 contains 13968 members 
Mstep: Class 18 contains 29217 members 
Mstep: Class 19 contains 71587 members 
Mstep: Class 20 contains 8743 members 
Mstep: Class 21 contains 3398 members 
Mstep: Class 22 contains 11075 members 
Mstep: Class 23 contains 2256 members 
Mstep: Class 24 contains 58237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21238138.000000 Penalty: 47814.824219
Iteration 7F: 24 clusters Score -2.123814e+07 nChanged 29578
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 10648 members 
Mstep: Class 3 contains 2659 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 80448 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 10378 members 
Mstep: Class 9 contains 8414 members 
Mstep: Class 10 contains 4165 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 2257 members 
Mstep: Class 14 contains 14182 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 3386 members 
Mstep: Class 17 contains 14406 members 
Mstep: Class 18 contains 29696 members 
Mstep: Class 19 contains 76883 members 
Mstep: Class 20 contains 6596 members 
Mstep: Class 21 contains 3485 members 
Mstep: Class 22 contains 10218 members 
Mstep: Class 23 contains 1773 members 
Mstep: Class 24 contains 59375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1970.840210 but Gain 2078.902344
Score: -21260444.000000 Penalty: 45735.921875
Iteration 8F: 23 clusters Score -2.126044e+07 nChanged 24422
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 10214 members 
Mstep: Class 3 contains 1956 members 
Mstep: Class 5 contains 2277 members 
Mstep: Class 6 contains 85321 members 
Mstep: Class 7 contains 2078 members 
Mstep: Class 8 contains 10582 members 
Mstep: Class 9 contains 8038 members 
Mstep: Class 10 contains 3340 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 8138 members 
Mstep: Class 13 contains 2060 members 
Mstep: Class 14 contains 12951 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 3430 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 30185 members 
Mstep: Class 19 contains 81046 members 
Mstep: Class 20 contains 4858 members 
Mstep: Class 21 contains 3664 members 
Mstep: Class 22 contains 9789 members 
Mstep: Class 23 contains 1468 members 
Mstep: Class 24 contains 60038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1448.831055 but Gain 2078.906250
Score: -21278082.000000 Penalty: 43657.015625
Iteration 9F: 22 clusters Score -2.127808e+07 nChanged 18719
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 9994 members 
Mstep: Class 3 contains 1504 members 
Mstep: Class 5 contains 2013 members 
Mstep: Class 6 contains 88413 members 
Mstep: Class 7 contains 1990 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 7887 members 
Mstep: Class 10 contains 2706 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 12 contains 7783 members 
Mstep: Class 13 contains 2029 members 
Mstep: Class 14 contains 11776 members 
Mstep: Class 16 contains 3473 members 
Mstep: Class 17 contains 14764 members 
Mstep: Class 18 contains 30196 members 
Mstep: Class 19 contains 84907 members 
Mstep: Class 20 contains 3576 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 9394 members 
Mstep: Class 23 contains 1285 members 
Mstep: Class 24 contains 59947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1576.049561 but Gain 2078.906250
Score: -21289678.000000 Penalty: 41578.109375
Iteration 10F: 21 clusters Score -2.128968e+07 nChanged 14525
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 9767 members 
Mstep: Class 5 contains 1832 members 
Mstep: Class 6 contains 90400 members 
Mstep: Class 7 contains 1977 members 
Mstep: Class 8 contains 11065 members 
Mstep: Class 9 contains 7955 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 1415 members 
Mstep: Class 12 contains 7467 members 
Mstep: Class 13 contains 2072 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 14802 members 
Mstep: Class 18 contains 30398 members 
Mstep: Class 19 contains 87466 members 
Mstep: Class 20 contains 2788 members 
Mstep: Class 21 contains 3884 members 
Mstep: Class 22 contains 9267 members 
Mstep: Class 23 contains 1159 members 
Mstep: Class 24 contains 59441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 1832.561279 but Gain 2078.906250
Score: -21297488.000000 Penalty: 39499.203125
Iteration 11Q: 20 clusters Score -2.129749e+07 nChanged 11484
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 9547 members 
Mstep: Class 5 contains 1714 members 
Mstep: Class 6 contains 91494 members 
Mstep: Class 7 contains 2004 members 
Mstep: Class 8 contains 11262 members 
Mstep: Class 9 contains 8194 members 
Mstep: Class 10 contains 1831 members 
Mstep: Class 11 contains 1654 members 
Mstep: Class 12 contains 7115 members 
Mstep: Class 13 contains 2107 members 
Mstep: Class 14 contains 10011 members 
Mstep: Class 16 contains 3634 members 
Mstep: Class 17 contains 15052 members 
Mstep: Class 18 contains 30328 members 
Mstep: Class 19 contains 89202 members 
Mstep: Class 20 contains 2298 members 
Mstep: Class 21 contains 3999 members 
Mstep: Class 22 contains 9108 members 
Mstep: Class 24 contains 59175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1838.566650 but Gain 2078.906250
Score: -21303540.000000 Penalty: 37420.296875
Iteration 12Q: 19 clusters Score -2.130354e+07 nChanged 10124
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 9336 members 
Mstep: Class 5 contains 1626 members 
Mstep: Class 6 contains 92282 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 11664 members 
Mstep: Class 9 contains 8572 members 
Mstep: Class 11 contains 1819 members 
Mstep: Class 12 contains 6898 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 9302 members 
Mstep: Class 16 contains 3734 members 
Mstep: Class 17 contains 15044 members 
Mstep: Class 18 contains 30359 members 
Mstep: Class 19 contains 90618 members 
Mstep: Class 20 contains 1968 members 
Mstep: Class 21 contains 4033 members 
Mstep: Class 22 contains 9324 members 
Mstep: Class 24 contains 58946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21308710.000000 Penalty: 37420.296875
Iteration 13Q: 19 clusters Score -2.130871e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 9177 members 
Mstep: Class 5 contains 1552 members 
Mstep: Class 6 contains 92821 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 11843 members 
Mstep: Class 9 contains 8697 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 6604 members 
Mstep: Class 13 contains 2184 members 
Mstep: Class 14 contains 8727 members 
Mstep: Class 16 contains 3835 members 
Mstep: Class 17 contains 15020 members 
Mstep: Class 18 contains 30163 members 
Mstep: Class 19 contains 91237 members 
Mstep: Class 20 contains 1730 members 
Mstep: Class 21 contains 4079 members 
Mstep: Class 22 contains 9245 members 
Mstep: Class 24 contains 58745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21310820.000000 Penalty: 37420.296875
Iteration 14Q: 19 clusters Score -2.131082e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 9073 members 
Mstep: Class 5 contains 1500 members 
Mstep: Class 6 contains 93198 members 
Mstep: Class 7 contains 2171 members 
Mstep: Class 8 contains 12041 members 
Mstep: Class 9 contains 8836 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 6363 members 
Mstep: Class 13 contains 2232 members 
Mstep: Class 14 contains 8253 members 
Mstep: Class 16 contains 3931 members 
Mstep: Class 17 contains 14999 members 
Mstep: Class 18 contains 30001 members 
Mstep: Class 19 contains 91503 members 
Mstep: Class 20 contains 1582 members 
Mstep: Class 21 contains 4107 members 
Mstep: Class 22 contains 9154 members 
Mstep: Class 24 contains 58700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21312398.000000 Penalty: 37420.296875
Iteration 15Q: 19 clusters Score -2.13124e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 8978 members 
Mstep: Class 5 contains 1477 members 
Mstep: Class 6 contains 93514 members 
Mstep: Class 7 contains 2222 members 
Mstep: Class 8 contains 12210 members 
Mstep: Class 9 contains 8957 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 6167 members 
Mstep: Class 13 contains 2266 members 
Mstep: Class 14 contains 7862 members 
Mstep: Class 16 contains 4022 members 
Mstep: Class 17 contains 14987 members 
Mstep: Class 18 contains 29801 members 
Mstep: Class 19 contains 91673 members 
Mstep: Class 20 contains 1468 members 
Mstep: Class 21 contains 4142 members 
Mstep: Class 22 contains 9105 members 
Mstep: Class 24 contains 58690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21313738.000000 Penalty: 37420.296875
Iteration 16Q: 19 clusters Score -2.131374e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 8890 members 
Mstep: Class 5 contains 1446 members 
Mstep: Class 6 contains 93775 members 
Mstep: Class 7 contains 2302 members 
Mstep: Class 8 contains 12359 members 
Mstep: Class 9 contains 9033 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 6026 members 
Mstep: Class 13 contains 2311 members 
Mstep: Class 14 contains 7520 members 
Mstep: Class 16 contains 4122 members 
Mstep: Class 17 contains 14991 members 
Mstep: Class 18 contains 29554 members 
Mstep: Class 19 contains 91769 members 
Mstep: Class 20 contains 1417 members 
Mstep: Class 21 contains 4172 members 
Mstep: Class 22 contains 9080 members 
Mstep: Class 24 contains 58686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21314748.000000 Penalty: 37420.296875
Iteration 17Q: 19 clusters Score -2.131475e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 8830 members 
Mstep: Class 5 contains 1427 members 
Mstep: Class 6 contains 93958 members 
Mstep: Class 7 contains 2395 members 
Mstep: Class 8 contains 12476 members 
Mstep: Class 9 contains 9069 members 
Mstep: Class 11 contains 2321 members 
Mstep: Class 12 contains 5910 members 
Mstep: Class 13 contains 2365 members 
Mstep: Class 14 contains 7193 members 
Mstep: Class 16 contains 4236 members 
Mstep: Class 17 contains 14978 members 
Mstep: Class 18 contains 29274 members 
Mstep: Class 19 contains 91786 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 4211 members 
Mstep: Class 22 contains 9143 members 
Mstep: Class 24 contains 58764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21315722.000000 Penalty: 37420.296875
Iteration 18Q: 19 clusters Score -2.131572e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 8789 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 94099 members 
Mstep: Class 7 contains 2518 members 
Mstep: Class 8 contains 12561 members 
Mstep: Class 9 contains 9115 members 
Mstep: Class 11 contains 2361 members 
Mstep: Class 12 contains 5835 members 
Mstep: Class 13 contains 2429 members 
Mstep: Class 14 contains 6906 members 
Mstep: Class 16 contains 4357 members 
Mstep: Class 17 contains 14961 members 
Mstep: Class 18 contains 28961 members 
Mstep: Class 19 contains 91702 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 4240 members 
Mstep: Class 22 contains 9276 members 
Mstep: Class 24 contains 58843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21316982.000000 Penalty: 37420.296875
Iteration 19Q: 19 clusters Score -2.131698e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 8772 members 
Mstep: Class 5 contains 1378 members 
Mstep: Class 6 contains 94231 members 
Mstep: Class 7 contains 2632 members 
Mstep: Class 8 contains 12614 members 
Mstep: Class 9 contains 9226 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 5789 members 
Mstep: Class 13 contains 2496 members 
Mstep: Class 14 contains 6624 members 
Mstep: Class 16 contains 4469 members 
Mstep: Class 17 contains 14952 members 
Mstep: Class 18 contains 28543 members 
Mstep: Class 19 contains 91606 members 
Mstep: Class 20 contains 1347 members 
Mstep: Class 21 contains 4262 members 
Mstep: Class 22 contains 9517 members 
Mstep: Class 24 contains 58893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21318218.000000 Penalty: 37420.296875
Iteration 20F: 19 clusters Score -2.131822e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 8734 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 94346 members 
Mstep: Class 7 contains 2768 members 
Mstep: Class 8 contains 12624 members 
Mstep: Class 9 contains 9426 members 
Mstep: Class 11 contains 2385 members 
Mstep: Class 12 contains 5772 members 
Mstep: Class 13 contains 2589 members 
Mstep: Class 14 contains 6343 members 
Mstep: Class 16 contains 4550 members 
Mstep: Class 17 contains 14927 members 
Mstep: Class 18 contains 28016 members 
Mstep: Class 19 contains 91461 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 4278 members 
Mstep: Class 22 contains 9893 members 
Mstep: Class 24 contains 58899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21319556.000000 Penalty: 37420.296875
Iteration 21Q: 19 clusters Score -2.131956e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 8705 members 
Mstep: Class 5 contains 1385 members 
Mstep: Class 6 contains 94435 members 
Mstep: Class 7 contains 2884 members 
Mstep: Class 8 contains 12598 members 
Mstep: Class 9 contains 9609 members 
Mstep: Class 11 contains 2392 members 
Mstep: Class 12 contains 5759 members 
Mstep: Class 13 contains 2679 members 
Mstep: Class 14 contains 6082 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 14924 members 
Mstep: Class 18 contains 27397 members 
Mstep: Class 19 contains 91308 members 
Mstep: Class 20 contains 1291 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 10441 members 
Mstep: Class 24 contains 58944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21320678.000000 Penalty: 37420.296875
Iteration 22Q: 19 clusters Score -2.132068e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 94461 members 
Mstep: Class 7 contains 3028 members 
Mstep: Class 8 contains 12540 members 
Mstep: Class 9 contains 9769 members 
Mstep: Class 11 contains 2400 members 
Mstep: Class 12 contains 5761 members 
Mstep: Class 13 contains 2754 members 
Mstep: Class 14 contains 5834 members 
Mstep: Class 16 contains 4706 members 
Mstep: Class 17 contains 14904 members 
Mstep: Class 18 contains 26669 members 
Mstep: Class 19 contains 91169 members 
Mstep: Class 20 contains 1257 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 11170 members 
Mstep: Class 24 contains 58997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2054.383301 but Gain 2078.902344
Score: -21321716.000000 Penalty: 35341.394531
Iteration 23Q: 18 clusters Score -2.132172e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 8673 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 94654 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 12571 members 
Mstep: Class 9 contains 9923 members 
Mstep: Class 11 contains 2465 members 
Mstep: Class 12 contains 5772 members 
Mstep: Class 13 contains 2834 members 
Mstep: Class 14 contains 5609 members 
Mstep: Class 16 contains 4826 members 
Mstep: Class 17 contains 14977 members 
Mstep: Class 18 contains 25980 members 
Mstep: Class 19 contains 91127 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 12002 members 
Mstep: Class 24 contains 59598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21323972.000000 Penalty: 35341.394531
Iteration 24Q: 18 clusters Score -2.132397e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 8649 members 
Mstep: Class 5 contains 1262 members 
Mstep: Class 6 contains 94629 members 
Mstep: Class 7 contains 3283 members 
Mstep: Class 8 contains 12564 members 
Mstep: Class 9 contains 10063 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 5787 members 
Mstep: Class 13 contains 2923 members 
Mstep: Class 14 contains 5399 members 
Mstep: Class 16 contains 4912 members 
Mstep: Class 17 contains 14887 members 
Mstep: Class 18 contains 25350 members 
Mstep: Class 19 contains 90923 members 
Mstep: Class 21 contains 4253 members 
Mstep: Class 22 contains 12661 members 
Mstep: Class 24 contains 59734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21324470.000000 Penalty: 35341.394531
Iteration 25Q: 18 clusters Score -2.132447e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 8636 members 
Mstep: Class 5 contains 1232 members 
Mstep: Class 6 contains 94631 members 
Mstep: Class 7 contains 3408 members 
Mstep: Class 8 contains 12531 members 
Mstep: Class 9 contains 10223 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 5808 members 
Mstep: Class 13 contains 3013 members 
Mstep: Class 14 contains 5206 members 
Mstep: Class 16 contains 5008 members 
Mstep: Class 17 contains 14804 members 
Mstep: Class 18 contains 24770 members 
Mstep: Class 19 contains 90701 members 
Mstep: Class 21 contains 4246 members 
Mstep: Class 22 contains 13215 members 
Mstep: Class 24 contains 59850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21324816.000000 Penalty: 35341.394531
Iteration 26Q: 18 clusters Score -2.132482e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 8629 members 
Mstep: Class 5 contains 1185 members 
Mstep: Class 6 contains 94591 members 
Mstep: Class 7 contains 3538 members 
Mstep: Class 8 contains 12558 members 
Mstep: Class 9 contains 10362 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 5816 members 
Mstep: Class 13 contains 3105 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 16 contains 5108 members 
Mstep: Class 17 contains 14728 members 
Mstep: Class 18 contains 24279 members 
Mstep: Class 19 contains 90512 members 
Mstep: Class 21 contains 4229 members 
Mstep: Class 22 contains 13706 members 
Mstep: Class 24 contains 59926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21325216.000000 Penalty: 35341.394531
Iteration 27Q: 18 clusters Score -2.132522e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 5 contains 1140 members 
Mstep: Class 6 contains 94505 members 
Mstep: Class 7 contains 3688 members 
Mstep: Class 8 contains 12593 members 
Mstep: Class 9 contains 10478 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 5815 members 
Mstep: Class 13 contains 3192 members 
Mstep: Class 14 contains 4821 members 
Mstep: Class 16 contains 5214 members 
Mstep: Class 17 contains 14663 members 
Mstep: Class 18 contains 23863 members 
Mstep: Class 19 contains 90316 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 14148 members 
Mstep: Class 24 contains 60011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21325494.000000 Penalty: 35341.394531
Iteration 28Q: 18 clusters Score -2.132549e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 8613 members 
Mstep: Class 5 contains 1098 members 
Mstep: Class 6 contains 94413 members 
Mstep: Class 7 contains 3826 members 
Mstep: Class 8 contains 12615 members 
Mstep: Class 9 contains 10580 members 
Mstep: Class 11 contains 2442 members 
Mstep: Class 12 contains 5811 members 
Mstep: Class 13 contains 3260 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 16 contains 5326 members 
Mstep: Class 17 contains 14603 members 
Mstep: Class 18 contains 23514 members 
Mstep: Class 19 contains 90125 members 
Mstep: Class 21 contains 4217 members 
Mstep: Class 22 contains 14541 members 
Mstep: Class 24 contains 60120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21325860.000000 Penalty: 35341.394531
Iteration 29Q: 18 clusters Score -2.132586e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 8610 members 
Mstep: Class 5 contains 1064 members 
Mstep: Class 6 contains 94323 members 
Mstep: Class 7 contains 3950 members 
Mstep: Class 8 contains 12646 members 
Mstep: Class 9 contains 10660 members 
Mstep: Class 11 contains 2433 members 
Mstep: Class 12 contains 5818 members 
Mstep: Class 13 contains 3315 members 
Mstep: Class 14 contains 4454 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 14540 members 
Mstep: Class 18 contains 23192 members 
Mstep: Class 19 contains 89957 members 
Mstep: Class 21 contains 4203 members 
Mstep: Class 22 contains 14914 members 
Mstep: Class 24 contains 60228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21326042.000000 Penalty: 35341.394531
Iteration 30Q: 18 clusters Score -2.132604e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 8600 members 
Mstep: Class 5 contains 1029 members 
Mstep: Class 6 contains 94228 members 
Mstep: Class 7 contains 4088 members 
Mstep: Class 8 contains 12672 members 
Mstep: Class 9 contains 10742 members 
Mstep: Class 11 contains 2439 members 
Mstep: Class 12 contains 5823 members 
Mstep: Class 13 contains 3366 members 
Mstep: Class 14 contains 4304 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 14473 members 
Mstep: Class 18 contains 22887 members 
Mstep: Class 19 contains 89811 members 
Mstep: Class 21 contains 4202 members 
Mstep: Class 22 contains 15261 members 
Mstep: Class 24 contains 60279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21326412.000000 Penalty: 35341.394531
Iteration 31Q: 18 clusters Score -2.132641e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 8593 members 
Mstep: Class 5 contains 993 members 
Mstep: Class 6 contains 94124 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 12658 members 
Mstep: Class 9 contains 10822 members 
Mstep: Class 11 contains 2444 members 
Mstep: Class 12 contains 5835 members 
Mstep: Class 13 contains 3426 members 
Mstep: Class 14 contains 4175 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 14425 members 
Mstep: Class 18 contains 22580 members 
Mstep: Class 19 contains 89727 members 
Mstep: Class 21 contains 4212 members 
Mstep: Class 22 contains 15571 members 
Mstep: Class 24 contains 60320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21326808.000000 Penalty: 35341.394531
Iteration 32Q: 18 clusters Score -2.132681e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 8581 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 94041 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 10888 members 
Mstep: Class 11 contains 2451 members 
Mstep: Class 12 contains 5842 members 
Mstep: Class 13 contains 3479 members 
Mstep: Class 14 contains 4052 members 
Mstep: Class 16 contains 5696 members 
Mstep: Class 17 contains 14378 members 
Mstep: Class 18 contains 22288 members 
Mstep: Class 19 contains 89614 members 
Mstep: Class 21 contains 4228 members 
Mstep: Class 22 contains 15877 members 
Mstep: Class 24 contains 60363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21327128.000000 Penalty: 35341.394531
Iteration 33Q: 18 clusters Score -2.132713e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 8577 members 
Mstep: Class 5 contains 915 members 
Mstep: Class 6 contains 93923 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 12644 members 
Mstep: Class 9 contains 10955 members 
Mstep: Class 11 contains 2448 members 
Mstep: Class 12 contains 5846 members 
Mstep: Class 13 contains 3515 members 
Mstep: Class 14 contains 3974 members 
Mstep: Class 16 contains 5764 members 
Mstep: Class 17 contains 14324 members 
Mstep: Class 18 contains 22073 members 
Mstep: Class 19 contains 89533 members 
Mstep: Class 21 contains 4234 members 
Mstep: Class 22 contains 16136 members 
Mstep: Class 24 contains 60409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21327346.000000 Penalty: 35341.394531
Iteration 34Q: 18 clusters Score -2.132735e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 8577 members 
Mstep: Class 5 contains 881 members 
Mstep: Class 6 contains 93803 members 
Mstep: Class 7 contains 4581 members 
Mstep: Class 8 contains 12657 members 
Mstep: Class 9 contains 11012 members 
Mstep: Class 11 contains 2449 members 
Mstep: Class 12 contains 5856 members 
Mstep: Class 13 contains 3531 members 
Mstep: Class 14 contains 3921 members 
Mstep: Class 16 contains 5833 members 
Mstep: Class 17 contains 14254 members 
Mstep: Class 18 contains 21896 members 
Mstep: Class 19 contains 89491 members 
Mstep: Class 21 contains 4238 members 
Mstep: Class 22 contains 16343 members 
Mstep: Class 24 contains 60419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21327584.000000 Penalty: 35341.394531
Iteration 35Q: 18 clusters Score -2.132758e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 8574 members 
Mstep: Class 5 contains 847 members 
Mstep: Class 6 contains 93669 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 12688 members 
Mstep: Class 9 contains 11058 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 5861 members 
Mstep: Class 13 contains 3548 members 
Mstep: Class 14 contains 3883 members 
Mstep: Class 16 contains 5894 members 
Mstep: Class 17 contains 14182 members 
Mstep: Class 18 contains 21736 members 
Mstep: Class 19 contains 89442 members 
Mstep: Class 21 contains 4241 members 
Mstep: Class 22 contains 16551 members 
Mstep: Class 24 contains 60404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21327710.000000 Penalty: 35341.394531
Iteration 36Q: 18 clusters Score -2.132771e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 8581 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 93524 members 
Mstep: Class 7 contains 4806 members 
Mstep: Class 8 contains 12707 members 
Mstep: Class 9 contains 11089 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 5867 members 
Mstep: Class 13 contains 3556 members 
Mstep: Class 14 contains 3857 members 
Mstep: Class 16 contains 5940 members 
Mstep: Class 17 contains 14130 members 
Mstep: Class 18 contains 21614 members 
Mstep: Class 19 contains 89430 members 
Mstep: Class 21 contains 4240 members 
Mstep: Class 22 contains 16736 members 
Mstep: Class 24 contains 60389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21327870.000000 Penalty: 35341.394531
Iteration 37Q: 18 clusters Score -2.132787e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 8582 members 
Mstep: Class 5 contains 792 members 
Mstep: Class 6 contains 93410 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 12693 members 
Mstep: Class 9 contains 11116 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 5868 members 
Mstep: Class 13 contains 3571 members 
Mstep: Class 14 contains 3841 members 
Mstep: Class 16 contains 5985 members 
Mstep: Class 17 contains 14092 members 
Mstep: Class 18 contains 21504 members 
Mstep: Class 19 contains 89432 members 
Mstep: Class 21 contains 4237 members 
Mstep: Class 22 contains 16915 members 
Mstep: Class 24 contains 60364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21328042.000000 Penalty: 35341.394531
Iteration 38Q: 18 clusters Score -2.132804e+07 nChanged 719
Entering ConstructFrom: 
Score: -21328042.000000 Penalty: 35341.394531
Entering ConstructFrom: 
Trying to split cluster 2 (8582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Entering Unmasked Estep 
Score: -499732.406250 Penalty: 1471.831177
	Iteration 0F: 2 clusters Score -499732.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -493474.343750 Penalty: 2943.662354
	Iteration 0F: 3 clusters Score -493474.3 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -495750.875000 Penalty: 2943.662354
	Iteration 1F: 3 clusters Score -495750.9 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -496642.937500 Penalty: 2943.662354
	Iteration 2F: 3 clusters Score -496642.9 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -497542.875000 Penalty: 2943.662354
	Iteration 3F: 3 clusters Score -497542.9 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -498187.562500 Penalty: 2943.662354
	Iteration 4F: 3 clusters Score -498187.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -498626.718750 Penalty: 2943.662354
	Iteration 5F: 3 clusters Score -498626.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -498912.125000 Penalty: 2943.662354
	Iteration 6Q: 3 clusters Score -498912.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -499153.875000 Penalty: 2943.662354
	Iteration 7Q: 3 clusters Score -499153.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -499376.343750 Penalty: 2943.662354
	Iteration 8Q: 3 clusters Score -499376.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -499554.250000 Penalty: 2943.662354
	Iteration 9Q: 3 clusters Score -499554.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -499691.593750 Penalty: 2943.662354
	Iteration 10Q: 3 clusters Score -499691.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -499788.625000 Penalty: 2943.662354
	Iteration 11Q: 3 clusters Score -499788.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -499855.062500 Penalty: 2943.662354
	Iteration 12Q: 3 clusters Score -499855.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -499890.781250 Penalty: 2943.662354
	Iteration 13Q: 3 clusters Score -499890.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -499907.062500 Penalty: 2943.662354
	Iteration 14Q: 3 clusters Score -499907.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -499913.750000 Penalty: 2943.662354
	Iteration 15Q: 3 clusters Score -499913.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -499919.093750 Penalty: 2943.662354
	Iteration 16Q: 3 clusters Score -499919.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -499924.062500 Penalty: 2943.662354
	Iteration 17Q: 3 clusters Score -499924.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -499928.187500 Penalty: 2943.662354
	Iteration 18Q: 3 clusters Score -499928.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -499931.093750 Penalty: 2943.662354
	Iteration 19Q: 3 clusters Score -499931.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -499935.093750 Penalty: 2943.662354
	Iteration 20F: 3 clusters Score -499935.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -499938.906250 Penalty: 2943.662354
	Iteration 21Q: 3 clusters Score -499938.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -499941.656250 Penalty: 2943.662354
	Iteration 22Q: 3 clusters Score -499941.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -499943.437500 Penalty: 2943.662354
	Iteration 23Q: 3 clusters Score -499943.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -499943.750000 Penalty: 2943.662354
	Iteration 24Q: 3 clusters Score -499943.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -499944.656250 Penalty: 2943.662354
	Iteration 25Q: 3 clusters Score -499944.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -499946.156250 Penalty: 2943.662354
	Iteration 26Q: 3 clusters Score -499946.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -499946.906250 Penalty: 2943.662354
	Iteration 27Q: 3 clusters Score -499946.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -499948.375000 Penalty: 2943.662354
	Iteration 28Q: 3 clusters Score -499948.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -499952.500000 Penalty: 2943.662354
	Iteration 29Q: 3 clusters Score -499952.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -499954.343750 Penalty: 2943.662354
	Iteration 30Q: 3 clusters Score -499954.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -499956.531250 Penalty: 2943.662354
	Iteration 31Q: 3 clusters Score -499956.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -499958.343750 Penalty: 2943.662354
	Iteration 32Q: 3 clusters Score -499958.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -499958.625000 Penalty: 2943.662354
	Iteration 33Q: 3 clusters Score -499958.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -499959.625000 Penalty: 2943.662354
	Iteration 34Q: 3 clusters Score -499959.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -499959.093750 Penalty: 2943.662354
	Iteration 35Q: 3 clusters Score -499959.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -499961.312500 Penalty: 2943.662354
	Iteration 36Q: 3 clusters Score -499961.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -499963.500000 Penalty: 2943.662354
	Iteration 37Q: 3 clusters Score -499963.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -499964.218750 Penalty: 2943.662354
	Iteration 38Q: 3 clusters Score -499964.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -499963.656250 Penalty: 2943.662354
	Iteration 39Q: 3 clusters Score -499963.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -499962.750000 Penalty: 2943.662354
	Iteration 40F: 3 clusters Score -499962.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -499964.218750 Penalty: 2943.662354
	Iteration 41Q: 3 clusters Score -499964.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -499965.156250 Penalty: 2943.662354
	Iteration 42Q: 3 clusters Score -499965.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -499966.906250 Penalty: 2943.662354
	Iteration 43Q: 3 clusters Score -499966.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -499967.687500 Penalty: 2943.662354
	Iteration 44Q: 3 clusters Score -499967.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -499967.687500 Penalty: 2943.662354
	Iteration 45F: 3 clusters Score -499967.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 5 contains 768 members 
Mstep: Class 6 contains 93292 members 
Mstep: Class 7 contains 4961 members 
Mstep: Class 8 contains 12685 members 
Mstep: Class 9 contains 11140 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 3598 members 
Mstep: Class 14 contains 3826 members 
Mstep: Class 16 contains 6017 members 
Mstep: Class 17 contains 14051 members 
Mstep: Class 18 contains 21397 members 
Mstep: Class 19 contains 89429 members 
Mstep: Class 21 contains 4240 members 
Mstep: Class 22 contains 17084 members 
Mstep: Class 24 contains 60346 members 
Entering Unmasked Estep 
Score: -21327688.000000 Penalty: 37420.296875
Splitting cluster 2 changes total score from -21328042.000000 to -21327688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -42755.367188 Penalty: 1079.615845
	Iteration 0F: 2 clusters Score -42755.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -41520.988281 Penalty: 2159.231689
	Iteration 0F: 3 clusters Score -41520.99 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -41755.054688 Penalty: 2159.231689
	Iteration 1F: 3 clusters Score -41755.05 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -41834.890625 Penalty: 2159.231689
	Iteration 2F: 3 clusters Score -41834.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -41871.316406 Penalty: 2159.231689
	Iteration 3Q: 3 clusters Score -41871.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -41907.722656 Penalty: 2159.231689
	Iteration 4Q: 3 clusters Score -41907.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -41949.312500 Penalty: 2159.231689
	Iteration 5Q: 3 clusters Score -41949.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -42012.066406 Penalty: 2159.231689
	Iteration 6Q: 3 clusters Score -42012.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -42081.742188 Penalty: 2159.231689
	Iteration 7Q: 3 clusters Score -42081.74 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -42160.656250 Penalty: 2159.231689
	Iteration 8Q: 3 clusters Score -42160.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -42243.707031 Penalty: 2159.231689
	Iteration 9Q: 3 clusters Score -42243.71 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42398.343750 Penalty: 2159.231689
	Iteration 10F: 3 clusters Score -42398.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42654.820312 Penalty: 2159.231689
	Iteration 11Q: 3 clusters Score -42654.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42783.847656 Penalty: 2159.231689
	Iteration 12Q: 3 clusters Score -42783.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42838.675781 Penalty: 2159.231689
	Iteration 13Q: 3 clusters Score -42838.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42876.445312 Penalty: 2159.231689
	Iteration 14Q: 3 clusters Score -42876.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42907.570312 Penalty: 2159.231689
	Iteration 15Q: 3 clusters Score -42907.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42935.378906 Penalty: 2159.231689
	Iteration 16Q: 3 clusters Score -42935.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42959.664062 Penalty: 2159.231689
	Iteration 17Q: 3 clusters Score -42959.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42977.562500 Penalty: 2159.231689
	Iteration 18Q: 3 clusters Score -42977.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -42987.585938 Penalty: 2159.231689
	Iteration 19Q: 3 clusters Score -42987.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42998.222656 Penalty: 2159.231689
	Iteration 20F: 3 clusters Score -42998.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -43009.722656 Penalty: 2159.231689
	Iteration 21Q: 3 clusters Score -43009.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -43022.378906 Penalty: 2159.231689
	Iteration 22Q: 3 clusters Score -43022.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43031.085938 Penalty: 2159.231689
	Iteration 23Q: 3 clusters Score -43031.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -43033.750000 Penalty: 2159.231689
	Iteration 24Q: 3 clusters Score -43033.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -43033.750000 Penalty: 2159.231689
	Iteration 25F: 3 clusters Score -43033.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 8582 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 93292 members 
Mstep: Class 7 contains 4961 members 
Mstep: Class 8 contains 12685 members 
Mstep: Class 9 contains 11140 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 3598 members 
Mstep: Class 14 contains 3826 members 
Mstep: Class 16 contains 6017 members 
Mstep: Class 17 contains 14051 members 
Mstep: Class 18 contains 21397 members 
Mstep: Class 19 contains 89429 members 
Mstep: Class 21 contains 4240 members 
Mstep: Class 22 contains 17084 members 
Mstep: Class 24 contains 60346 members 
Entering Unmasked Estep 
Score: -21327326.000000 Penalty: 37420.296875
Splitting cluster 5 changes total score from -21328042.000000 to -21327326.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (93292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93292 members 
Entering Unmasked Estep 
Score: -5699361.000000 Penalty: 1859.567139
	Iteration 0F: 2 clusters Score -5699361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -5637007.000000 Penalty: 3719.134277
	Iteration 0F: 3 clusters Score -5637007 nChanged 44635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -5662455.500000 Penalty: 3719.134277
	Iteration 1F: 3 clusters Score -5662456 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -5662869.000000 Penalty: 3719.134277
	Iteration 2Q: 3 clusters Score -5662869 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -5663296.500000 Penalty: 3719.134277
	Iteration 3Q: 3 clusters Score -5663296 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -5663742.000000 Penalty: 3719.134277
	Iteration 4Q: 3 clusters Score -5663742 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -5664248.000000 Penalty: 3719.134277
	Iteration 5Q: 3 clusters Score -5664248 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -5664835.000000 Penalty: 3719.134277
	Iteration 6Q: 3 clusters Score -5664835 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -5665685.500000 Penalty: 3719.134277
	Iteration 7Q: 3 clusters Score -5665686 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -5666797.000000 Penalty: 3719.134277
	Iteration 8Q: 3 clusters Score -5666797 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54756 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -5668506.000000 Penalty: 3719.134277
	Iteration 9Q: 3 clusters Score -5668506 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -5671209.500000 Penalty: 3719.134277
	Iteration 10F: 3 clusters Score -5671210 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -5675026.500000 Penalty: 3719.134277
	Iteration 11F: 3 clusters Score -5675026 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68476 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -5679552.500000 Penalty: 3719.134277
	Iteration 12F: 3 clusters Score -5679552 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73291 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -5683874.500000 Penalty: 3719.134277
	Iteration 13F: 3 clusters Score -5683874 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77219 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -5687007.500000 Penalty: 3719.134277
	Iteration 14Q: 3 clusters Score -5687008 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80356 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -5689277.500000 Penalty: 3719.134277
	Iteration 15Q: 3 clusters Score -5689278 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82988 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -5691068.000000 Penalty: 3719.134277
	Iteration 16Q: 3 clusters Score -5691068 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85245 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -5692656.000000 Penalty: 3719.134277
	Iteration 17Q: 3 clusters Score -5692656 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87121 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -5693932.500000 Penalty: 3719.134277
	Iteration 18Q: 3 clusters Score -5693932 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88690 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -5695030.000000 Penalty: 3719.134277
	Iteration 19Q: 3 clusters Score -5695030 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89918 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -5695911.500000 Penalty: 3719.134277
	Iteration 20F: 3 clusters Score -5695912 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90845 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5696554.000000 Penalty: 3719.134277
	Iteration 21Q: 3 clusters Score -5696554 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91497 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5697024.000000 Penalty: 3719.134277
	Iteration 22Q: 3 clusters Score -5697024 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91920 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5697328.500000 Penalty: 3719.134277
	Iteration 23Q: 3 clusters Score -5697328 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92193 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5697523.000000 Penalty: 3719.134277
	Iteration 24Q: 3 clusters Score -5697523 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92352 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5697652.500000 Penalty: 3719.134277
	Iteration 25Q: 3 clusters Score -5697652 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92485 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5697774.500000 Penalty: 3719.134277
	Iteration 26Q: 3 clusters Score -5697774 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92575 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5697842.500000 Penalty: 3719.134277
	Iteration 27Q: 3 clusters Score -5697842 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92621 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5697888.500000 Penalty: 3719.134277
	Iteration 28Q: 3 clusters Score -5697888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5697904.500000 Penalty: 3719.134277
	Iteration 29Q: 3 clusters Score -5697904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92678 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5697913.500000 Penalty: 3719.134277
	Iteration 30Q: 3 clusters Score -5697914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92692 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5697924.500000 Penalty: 3719.134277
	Iteration 31Q: 3 clusters Score -5697924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92697 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5697929.000000 Penalty: 3719.134277
	Iteration 32Q: 3 clusters Score -5697929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92704 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5697938.000000 Penalty: 3719.134277
	Iteration 33Q: 3 clusters Score -5697938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92716 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5697944.500000 Penalty: 3719.134277
	Iteration 34Q: 3 clusters Score -5697944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92726 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5697944.500000 Penalty: 3719.134277
	Iteration 35Q: 3 clusters Score -5697944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92731 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5697939.000000 Penalty: 3719.134277
	Iteration 36Q: 3 clusters Score -5697939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92736 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5697946.000000 Penalty: 3719.134277
	Iteration 37Q: 3 clusters Score -5697946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92740 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5697941.500000 Penalty: 3719.134277
	Iteration 38Q: 3 clusters Score -5697942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92740 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5697941.500000 Penalty: 3719.134277
	Iteration 39F: 3 clusters Score -5697942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Entering Unmasked Estep 
Score: -312616.875000 Penalty: 1382.771362
	Iteration 0F: 2 clusters Score -312616.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -308618.187500 Penalty: 2765.542725
	Iteration 0F: 3 clusters Score -308618.2 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -309698.906250 Penalty: 2765.542725
	Iteration 1F: 3 clusters Score -309698.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -309882.593750 Penalty: 2765.542725
	Iteration 2F: 3 clusters Score -309882.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -310003.937500 Penalty: 2765.542725
	Iteration 3F: 3 clusters Score -310003.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -310109.718750 Penalty: 2765.542725
	Iteration 4Q: 3 clusters Score -310109.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -310237.750000 Penalty: 2765.542725
	Iteration 5Q: 3 clusters Score -310237.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -310363.281250 Penalty: 2765.542725
	Iteration 6Q: 3 clusters Score -310363.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -310495.781250 Penalty: 2765.542725
	Iteration 7Q: 3 clusters Score -310495.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -310604.031250 Penalty: 2765.542725
	Iteration 8Q: 3 clusters Score -310604 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -310708.218750 Penalty: 2765.542725
	Iteration 9Q: 3 clusters Score -310708.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -310803.125000 Penalty: 2765.542725
	Iteration 10Q: 3 clusters Score -310803.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -310898.437500 Penalty: 2765.542725
	Iteration 11Q: 3 clusters Score -310898.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -310989.093750 Penalty: 2765.542725
	Iteration 12Q: 3 clusters Score -310989.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -311081.875000 Penalty: 2765.542725
	Iteration 13Q: 3 clusters Score -311081.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -311164.406250 Penalty: 2765.542725
	Iteration 14Q: 3 clusters Score -311164.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -311236.593750 Penalty: 2765.542725
	Iteration 15Q: 3 clusters Score -311236.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -311332.031250 Penalty: 2765.542725
	Iteration 16Q: 3 clusters Score -311332 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -311417.843750 Penalty: 2765.542725
	Iteration 17Q: 3 clusters Score -311417.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -311466.968750 Penalty: 2765.542725
	Iteration 18Q: 3 clusters Score -311467 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -311496.437500 Penalty: 2765.542725
	Iteration 19Q: 3 clusters Score -311496.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -311507.062500 Penalty: 2765.542725
	Iteration 20F: 3 clusters Score -311507.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -311515.875000 Penalty: 2765.542725
	Iteration 21Q: 3 clusters Score -311515.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -311521.031250 Penalty: 2765.542725
	Iteration 22Q: 3 clusters Score -311521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -311524.937500 Penalty: 2765.542725
	Iteration 23Q: 3 clusters Score -311524.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -311524.937500 Penalty: 2765.542725
	Iteration 24F: 3 clusters Score -311524.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Entering Unmasked Estep 
Score: -765748.875000 Penalty: 1535.328491
	Iteration 0F: 2 clusters Score -765748.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -756773.125000 Penalty: 3070.656982
	Iteration 0F: 3 clusters Score -756773.1 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -759890.000000 Penalty: 3070.656982
	Iteration 1F: 3 clusters Score -759890 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -760118.312500 Penalty: 3070.656982
	Iteration 2F: 3 clusters Score -760118.3 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -760306.437500 Penalty: 3070.656982
	Iteration 3Q: 3 clusters Score -760306.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -760524.937500 Penalty: 3070.656982
	Iteration 4Q: 3 clusters Score -760524.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -760759.750000 Penalty: 3070.656982
	Iteration 5Q: 3 clusters Score -760759.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -761033.312500 Penalty: 3070.656982
	Iteration 6Q: 3 clusters Score -761033.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -761360.562500 Penalty: 3070.656982
	Iteration 7Q: 3 clusters Score -761360.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -761694.250000 Penalty: 3070.656982
	Iteration 8Q: 3 clusters Score -761694.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -762033.187500 Penalty: 3070.656982
	Iteration 9Q: 3 clusters Score -762033.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -762382.687500 Penalty: 3070.656982
	Iteration 10Q: 3 clusters Score -762382.7 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -762650.437500 Penalty: 3070.656982
	Iteration 11Q: 3 clusters Score -762650.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -762801.625000 Penalty: 3070.656982
	Iteration 12Q: 3 clusters Score -762801.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -762888.437500 Penalty: 3070.656982
	Iteration 13Q: 3 clusters Score -762888.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -762939.625000 Penalty: 3070.656982
	Iteration 14Q: 3 clusters Score -762939.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -762972.250000 Penalty: 3070.656982
	Iteration 15Q: 3 clusters Score -762972.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -762999.625000 Penalty: 3070.656982
	Iteration 16Q: 3 clusters Score -762999.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -763033.250000 Penalty: 3070.656982
	Iteration 17Q: 3 clusters Score -763033.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -763051.625000 Penalty: 3070.656982
	Iteration 18Q: 3 clusters Score -763051.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -763073.687500 Penalty: 3070.656982
	Iteration 19Q: 3 clusters Score -763073.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -763090.437500 Penalty: 3070.656982
	Iteration 20F: 3 clusters Score -763090.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -763110.562500 Penalty: 3070.656982
	Iteration 21Q: 3 clusters Score -763110.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -763130.000000 Penalty: 3070.656982
	Iteration 22Q: 3 clusters Score -763130 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -763147.250000 Penalty: 3070.656982
	Iteration 23Q: 3 clusters Score -763147.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -763163.062500 Penalty: 3070.656982
	Iteration 24Q: 3 clusters Score -763163.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -763181.687500 Penalty: 3070.656982
	Iteration 25Q: 3 clusters Score -763181.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -763193.437500 Penalty: 3070.656982
	Iteration 26Q: 3 clusters Score -763193.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -763203.125000 Penalty: 3070.656982
	Iteration 27Q: 3 clusters Score -763203.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -763213.000000 Penalty: 3070.656982
	Iteration 28Q: 3 clusters Score -763213 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -763222.937500 Penalty: 3070.656982
	Iteration 29Q: 3 clusters Score -763222.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -763229.250000 Penalty: 3070.656982
	Iteration 30Q: 3 clusters Score -763229.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -763241.625000 Penalty: 3070.656982
	Iteration 31Q: 3 clusters Score -763241.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -763257.062500 Penalty: 3070.656982
	Iteration 32Q: 3 clusters Score -763257.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -763271.000000 Penalty: 3070.656982
	Iteration 33Q: 3 clusters Score -763271 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -763287.250000 Penalty: 3070.656982
	Iteration 34Q: 3 clusters Score -763287.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -763312.187500 Penalty: 3070.656982
	Iteration 35Q: 3 clusters Score -763312.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -763337.250000 Penalty: 3070.656982
	Iteration 36Q: 3 clusters Score -763337.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -763362.125000 Penalty: 3070.656982
	Iteration 37Q: 3 clusters Score -763362.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -763391.000000 Penalty: 3070.656982
	Iteration 38Q: 3 clusters Score -763391 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -763417.187500 Penalty: 3070.656982
	Iteration 39Q: 3 clusters Score -763417.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -763442.000000 Penalty: 3070.656982
	Iteration 40F: 3 clusters Score -763442 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -763460.875000 Penalty: 3070.656982
	Iteration 41Q: 3 clusters Score -763460.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -763475.625000 Penalty: 3070.656982
	Iteration 42Q: 3 clusters Score -763475.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -763487.875000 Penalty: 3070.656982
	Iteration 43Q: 3 clusters Score -763487.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -763501.875000 Penalty: 3070.656982
	Iteration 44Q: 3 clusters Score -763501.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -763512.812500 Penalty: 3070.656982
	Iteration 45Q: 3 clusters Score -763512.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -763526.437500 Penalty: 3070.656982
	Iteration 46Q: 3 clusters Score -763526.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -763537.875000 Penalty: 3070.656982
	Iteration 47Q: 3 clusters Score -763537.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -763549.125000 Penalty: 3070.656982
	Iteration 48Q: 3 clusters Score -763549.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -763555.375000 Penalty: 3070.656982
	Iteration 49Q: 3 clusters Score -763555.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -763564.500000 Penalty: 3070.656982
	Iteration 50Q: 3 clusters Score -763564.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -763572.250000 Penalty: 3070.656982
	Iteration 51Q: 3 clusters Score -763572.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -763578.187500 Penalty: 3070.656982
	Iteration 52Q: 3 clusters Score -763578.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -763590.000000 Penalty: 3070.656982
	Iteration 53Q: 3 clusters Score -763590 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -763599.000000 Penalty: 3070.656982
	Iteration 54Q: 3 clusters Score -763599 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -763612.062500 Penalty: 3070.656982
	Iteration 55Q: 3 clusters Score -763612.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -763624.562500 Penalty: 3070.656982
	Iteration 56Q: 3 clusters Score -763624.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -763635.625000 Penalty: 3070.656982
	Iteration 57Q: 3 clusters Score -763635.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -763645.875000 Penalty: 3070.656982
	Iteration 58Q: 3 clusters Score -763645.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -763656.000000 Penalty: 3070.656982
	Iteration 59Q: 3 clusters Score -763656 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -763668.437500 Penalty: 3070.656982
	Iteration 60F: 3 clusters Score -763668.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -763682.375000 Penalty: 3070.656982
	Iteration 61Q: 3 clusters Score -763682.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -763695.625000 Penalty: 3070.656982
	Iteration 62Q: 3 clusters Score -763695.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -763699.625000 Penalty: 3070.656982
	Iteration 63Q: 3 clusters Score -763699.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -763710.187500 Penalty: 3070.656982
	Iteration 64Q: 3 clusters Score -763710.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -763715.500000 Penalty: 3070.656982
	Iteration 65Q: 3 clusters Score -763715.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -763717.937500 Penalty: 3070.656982
	Iteration 66Q: 3 clusters Score -763717.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -763731.750000 Penalty: 3070.656982
	Iteration 67Q: 3 clusters Score -763731.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -763744.250000 Penalty: 3070.656982
	Iteration 68Q: 3 clusters Score -763744.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -763768.187500 Penalty: 3070.656982
	Iteration 69Q: 3 clusters Score -763768.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -763790.687500 Penalty: 3070.656982
	Iteration 70Q: 3 clusters Score -763790.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -763818.750000 Penalty: 3070.656982
	Iteration 71Q: 3 clusters Score -763818.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -763853.187500 Penalty: 3070.656982
	Iteration 72Q: 3 clusters Score -763853.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -763886.187500 Penalty: 3070.656982
	Iteration 73Q: 3 clusters Score -763886.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -763930.375000 Penalty: 3070.656982
	Iteration 74Q: 3 clusters Score -763930.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -763980.000000 Penalty: 3070.656982
	Iteration 75Q: 3 clusters Score -763980 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -764034.375000 Penalty: 3070.656982
	Iteration 76Q: 3 clusters Score -764034.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -764095.312500 Penalty: 3070.656982
	Iteration 77Q: 3 clusters Score -764095.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -764135.500000 Penalty: 3070.656982
	Iteration 78Q: 3 clusters Score -764135.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -764187.312500 Penalty: 3070.656982
	Iteration 79Q: 3 clusters Score -764187.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -764244.125000 Penalty: 3070.656982
	Iteration 80F: 3 clusters Score -764244.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -764292.750000 Penalty: 3070.656982
	Iteration 81Q: 3 clusters Score -764292.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -764331.500000 Penalty: 3070.656982
	Iteration 82Q: 3 clusters Score -764331.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -764355.062500 Penalty: 3070.656982
	Iteration 83Q: 3 clusters Score -764355.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -764368.437500 Penalty: 3070.656982
	Iteration 84Q: 3 clusters Score -764368.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -764379.937500 Penalty: 3070.656982
	Iteration 85Q: 3 clusters Score -764379.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -764397.375000 Penalty: 3070.656982
	Iteration 86Q: 3 clusters Score -764397.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -764405.250000 Penalty: 3070.656982
	Iteration 87Q: 3 clusters Score -764405.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -764413.125000 Penalty: 3070.656982
	Iteration 88Q: 3 clusters Score -764413.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -764421.687500 Penalty: 3070.656982
	Iteration 89Q: 3 clusters Score -764421.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -764425.500000 Penalty: 3070.656982
	Iteration 90Q: 3 clusters Score -764425.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -764429.437500 Penalty: 3070.656982
	Iteration 91Q: 3 clusters Score -764429.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -764427.500000 Penalty: 3070.656982
	Iteration 92Q: 3 clusters Score -764427.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -764430.250000 Penalty: 3070.656982
	Iteration 93Q: 3 clusters Score -764430.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -764435.312500 Penalty: 3070.656982
	Iteration 94Q: 3 clusters Score -764435.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -764438.062500 Penalty: 3070.656982
	Iteration 95Q: 3 clusters Score -764438.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -764438.812500 Penalty: 3070.656982
	Iteration 96Q: 3 clusters Score -764438.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -764438.562500 Penalty: 3070.656982
	Iteration 97Q: 3 clusters Score -764438.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -764441.437500 Penalty: 3070.656982
	Iteration 98Q: 3 clusters Score -764441.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -764440.375000 Penalty: 3070.656982
	Iteration 99Q: 3 clusters Score -764440.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -764446.000000 Penalty: 3070.656982
	Iteration 100F: 3 clusters Score -764446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -764450.125000 Penalty: 3070.656982
	Iteration 101Q: 3 clusters Score -764450.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -764451.937500 Penalty: 3070.656982
	Iteration 102Q: 3 clusters Score -764451.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -764453.062500 Penalty: 3070.656982
	Iteration 103Q: 3 clusters Score -764453.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -764455.062500 Penalty: 3070.656982
	Iteration 104Q: 3 clusters Score -764455.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -764451.875000 Penalty: 3070.656982
	Iteration 105Q: 3 clusters Score -764451.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -764454.000000 Penalty: 3070.656982
	Iteration 106Q: 3 clusters Score -764454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -764456.437500 Penalty: 3070.656982
	Iteration 107Q: 3 clusters Score -764456.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -764457.687500 Penalty: 3070.656982
	Iteration 108Q: 3 clusters Score -764457.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -764457.187500 Penalty: 3070.656982
	Iteration 109Q: 3 clusters Score -764457.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -764457.187500 Penalty: 3070.656982
	Iteration 110Q: 3 clusters Score -764457.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -764457.187500 Penalty: 3070.656982
	Iteration 111F: 3 clusters Score -764457.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Entering Unmasked Estep 
Score: -715864.625000 Penalty: 1514.223267
	Iteration 0F: 2 clusters Score -715864.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -707980.437500 Penalty: 3028.446533
	Iteration 0F: 3 clusters Score -707980.4 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -710500.125000 Penalty: 3028.446533
	Iteration 1F: 3 clusters Score -710500.1 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -710728.000000 Penalty: 3028.446533
	Iteration 2F: 3 clusters Score -710728 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -710902.000000 Penalty: 3028.446533
	Iteration 3Q: 3 clusters Score -710902 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -711017.875000 Penalty: 3028.446533
	Iteration 4Q: 3 clusters Score -711017.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -711102.625000 Penalty: 3028.446533
	Iteration 5Q: 3 clusters Score -711102.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -711181.750000 Penalty: 3028.446533
	Iteration 6Q: 3 clusters Score -711181.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -711239.500000 Penalty: 3028.446533
	Iteration 7Q: 3 clusters Score -711239.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -711287.000000 Penalty: 3028.446533
	Iteration 8Q: 3 clusters Score -711287 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -711329.187500 Penalty: 3028.446533
	Iteration 9Q: 3 clusters Score -711329.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -711368.750000 Penalty: 3028.446533
	Iteration 10Q: 3 clusters Score -711368.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -711411.875000 Penalty: 3028.446533
	Iteration 11Q: 3 clusters Score -711411.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -711457.125000 Penalty: 3028.446533
	Iteration 12Q: 3 clusters Score -711457.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -711524.062500 Penalty: 3028.446533
	Iteration 13Q: 3 clusters Score -711524.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -711640.937500 Penalty: 3028.446533
	Iteration 14Q: 3 clusters Score -711640.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -711780.250000 Penalty: 3028.446533
	Iteration 15Q: 3 clusters Score -711780.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -711963.562500 Penalty: 3028.446533
	Iteration 16Q: 3 clusters Score -711963.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -712239.750000 Penalty: 3028.446533
	Iteration 17Q: 3 clusters Score -712239.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -712539.312500 Penalty: 3028.446533
	Iteration 18Q: 3 clusters Score -712539.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -712865.312500 Penalty: 3028.446533
	Iteration 19Q: 3 clusters Score -712865.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -713205.750000 Penalty: 3028.446533
	Iteration 20F: 3 clusters Score -713205.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -713480.562500 Penalty: 3028.446533
	Iteration 21Q: 3 clusters Score -713480.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -713712.812500 Penalty: 3028.446533
	Iteration 22Q: 3 clusters Score -713712.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -713895.812500 Penalty: 3028.446533
	Iteration 23Q: 3 clusters Score -713895.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -714045.062500 Penalty: 3028.446533
	Iteration 24Q: 3 clusters Score -714045.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -714166.750000 Penalty: 3028.446533
	Iteration 25Q: 3 clusters Score -714166.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -714267.000000 Penalty: 3028.446533
	Iteration 26Q: 3 clusters Score -714267 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -714371.812500 Penalty: 3028.446533
	Iteration 27Q: 3 clusters Score -714371.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -714464.125000 Penalty: 3028.446533
	Iteration 28Q: 3 clusters Score -714464.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -714572.750000 Penalty: 3028.446533
	Iteration 29Q: 3 clusters Score -714572.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -714715.062500 Penalty: 3028.446533
	Iteration 30Q: 3 clusters Score -714715.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -714870.625000 Penalty: 3028.446533
	Iteration 31Q: 3 clusters Score -714870.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -715044.250000 Penalty: 3028.446533
	Iteration 32Q: 3 clusters Score -715044.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -715163.062500 Penalty: 3028.446533
	Iteration 33Q: 3 clusters Score -715163.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -715274.625000 Penalty: 3028.446533
	Iteration 34Q: 3 clusters Score -715274.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -715335.312500 Penalty: 3028.446533
	Iteration 35Q: 3 clusters Score -715335.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -715364.937500 Penalty: 3028.446533
	Iteration 36Q: 3 clusters Score -715364.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -715380.937500 Penalty: 3028.446533
	Iteration 37Q: 3 clusters Score -715380.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -715388.562500 Penalty: 3028.446533
	Iteration 38Q: 3 clusters Score -715388.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -715397.625000 Penalty: 3028.446533
	Iteration 39Q: 3 clusters Score -715397.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -715402.375000 Penalty: 3028.446533
	Iteration 40F: 3 clusters Score -715402.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -715402.937500 Penalty: 3028.446533
	Iteration 41Q: 3 clusters Score -715402.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -715404.375000 Penalty: 3028.446533
	Iteration 42Q: 3 clusters Score -715404.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -715404.937500 Penalty: 3028.446533
	Iteration 43Q: 3 clusters Score -715404.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -715404.937500 Penalty: 3028.446533
	Iteration 44F: 3 clusters Score -715404.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Entering Unmasked Estep 
Score: -139234.750000 Penalty: 1268.389648
	Iteration 0F: 2 clusters Score -139234.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -136832.140625 Penalty: 2536.779297
	Iteration 0F: 3 clusters Score -136832.1 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -137360.234375 Penalty: 2536.779297
	Iteration 1F: 3 clusters Score -137360.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -137474.125000 Penalty: 2536.779297
	Iteration 2F: 3 clusters Score -137474.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -137533.687500 Penalty: 2536.779297
	Iteration 3Q: 3 clusters Score -137533.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -137576.406250 Penalty: 2536.779297
	Iteration 4Q: 3 clusters Score -137576.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -137616.250000 Penalty: 2536.779297
	Iteration 5Q: 3 clusters Score -137616.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -137652.609375 Penalty: 2536.779297
	Iteration 6Q: 3 clusters Score -137652.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -137687.359375 Penalty: 2536.779297
	Iteration 7Q: 3 clusters Score -137687.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -137717.718750 Penalty: 2536.779297
	Iteration 8Q: 3 clusters Score -137717.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -137733.781250 Penalty: 2536.779297
	Iteration 9Q: 3 clusters Score -137733.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -137753.125000 Penalty: 2536.779297
	Iteration 10Q: 3 clusters Score -137753.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -137769.062500 Penalty: 2536.779297
	Iteration 11Q: 3 clusters Score -137769.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -137781.171875 Penalty: 2536.779297
	Iteration 12Q: 3 clusters Score -137781.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -137791.593750 Penalty: 2536.779297
	Iteration 13Q: 3 clusters Score -137791.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -137799.609375 Penalty: 2536.779297
	Iteration 14Q: 3 clusters Score -137799.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -137811.796875 Penalty: 2536.779297
	Iteration 15Q: 3 clusters Score -137811.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -137818.515625 Penalty: 2536.779297
	Iteration 16Q: 3 clusters Score -137818.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -137826.328125 Penalty: 2536.779297
	Iteration 17Q: 3 clusters Score -137826.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -137833.812500 Penalty: 2536.779297
	Iteration 18Q: 3 clusters Score -137833.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -137839.468750 Penalty: 2536.779297
	Iteration 19Q: 3 clusters Score -137839.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -137848.265625 Penalty: 2536.779297
	Iteration 20F: 3 clusters Score -137848.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -137855.765625 Penalty: 2536.779297
	Iteration 21Q: 3 clusters Score -137855.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -137861.156250 Penalty: 2536.779297
	Iteration 22Q: 3 clusters Score -137861.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -137863.437500 Penalty: 2536.779297
	Iteration 23Q: 3 clusters Score -137863.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -137865.515625 Penalty: 2536.779297
	Iteration 24Q: 3 clusters Score -137865.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -137869.000000 Penalty: 2536.779297
	Iteration 25Q: 3 clusters Score -137869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -137870.593750 Penalty: 2536.779297
	Iteration 26Q: 3 clusters Score -137870.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -137871.984375 Penalty: 2536.779297
	Iteration 27Q: 3 clusters Score -137872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -137873.218750 Penalty: 2536.779297
	Iteration 28Q: 3 clusters Score -137873.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -137873.640625 Penalty: 2536.779297
	Iteration 29Q: 3 clusters Score -137873.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -137874.531250 Penalty: 2536.779297
	Iteration 30Q: 3 clusters Score -137874.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -137876.468750 Penalty: 2536.779297
	Iteration 31Q: 3 clusters Score -137876.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -137878.984375 Penalty: 2536.779297
	Iteration 32Q: 3 clusters Score -137879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -137882.328125 Penalty: 2536.779297
	Iteration 33Q: 3 clusters Score -137882.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -137885.609375 Penalty: 2536.779297
	Iteration 34Q: 3 clusters Score -137885.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -137887.828125 Penalty: 2536.779297
	Iteration 35Q: 3 clusters Score -137887.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -137889.250000 Penalty: 2536.779297
	Iteration 36Q: 3 clusters Score -137889.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -137891.578125 Penalty: 2536.779297
	Iteration 37Q: 3 clusters Score -137891.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -137895.171875 Penalty: 2536.779297
	Iteration 38Q: 3 clusters Score -137895.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -137898.375000 Penalty: 2536.779297
	Iteration 39Q: 3 clusters Score -137898.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -137903.515625 Penalty: 2536.779297
	Iteration 40F: 3 clusters Score -137903.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -137909.828125 Penalty: 2536.779297
	Iteration 41Q: 3 clusters Score -137909.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -137919.765625 Penalty: 2536.779297
	Iteration 42Q: 3 clusters Score -137919.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -137924.609375 Penalty: 2536.779297
	Iteration 43Q: 3 clusters Score -137924.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -137927.546875 Penalty: 2536.779297
	Iteration 44Q: 3 clusters Score -137927.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -137930.984375 Penalty: 2536.779297
	Iteration 45Q: 3 clusters Score -137931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -137936.906250 Penalty: 2536.779297
	Iteration 46Q: 3 clusters Score -137936.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -137948.734375 Penalty: 2536.779297
	Iteration 47Q: 3 clusters Score -137948.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -137960.546875 Penalty: 2536.779297
	Iteration 48Q: 3 clusters Score -137960.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -137970.703125 Penalty: 2536.779297
	Iteration 49Q: 3 clusters Score -137970.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -137975.875000 Penalty: 2536.779297
	Iteration 50Q: 3 clusters Score -137975.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -137982.796875 Penalty: 2536.779297
	Iteration 51Q: 3 clusters Score -137982.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -137987.375000 Penalty: 2536.779297
	Iteration 52Q: 3 clusters Score -137987.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -137990.671875 Penalty: 2536.779297
	Iteration 53Q: 3 clusters Score -137990.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -137992.921875 Penalty: 2536.779297
	Iteration 54Q: 3 clusters Score -137992.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -137994.765625 Penalty: 2536.779297
	Iteration 55Q: 3 clusters Score -137994.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -137996.625000 Penalty: 2536.779297
	Iteration 56Q: 3 clusters Score -137996.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -137998.375000 Penalty: 2536.779297
	Iteration 57Q: 3 clusters Score -137998.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -137998.796875 Penalty: 2536.779297
	Iteration 58Q: 3 clusters Score -137998.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -137998.796875 Penalty: 2536.779297
	Iteration 59Q: 3 clusters Score -137998.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -137999.125000 Penalty: 2536.779297
	Iteration 60F: 3 clusters Score -137999.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -138000.312500 Penalty: 2536.779297
	Iteration 61Q: 3 clusters Score -138000.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -138000.328125 Penalty: 2536.779297
	Iteration 62Q: 3 clusters Score -138000.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -138000.328125 Penalty: 2536.779297
	Iteration 63F: 3 clusters Score -138000.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Entering Unmasked Estep 
Score: -338205.468750 Penalty: 1410.166992
	Iteration 0F: 2 clusters Score -338205.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -333729.937500 Penalty: 2820.333984
	Iteration 0F: 3 clusters Score -333729.9 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -335104.250000 Penalty: 2820.333984
	Iteration 1F: 3 clusters Score -335104.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -335404.531250 Penalty: 2820.333984
	Iteration 2F: 3 clusters Score -335404.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -335681.375000 Penalty: 2820.333984
	Iteration 3F: 3 clusters Score -335681.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -335934.843750 Penalty: 2820.333984
	Iteration 4F: 3 clusters Score -335934.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -336247.406250 Penalty: 2820.333984
	Iteration 5F: 3 clusters Score -336247.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -336545.437500 Penalty: 2820.333984
	Iteration 6F: 3 clusters Score -336545.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -336824.187500 Penalty: 2820.333984
	Iteration 7F: 3 clusters Score -336824.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -337093.687500 Penalty: 2820.333984
	Iteration 8F: 3 clusters Score -337093.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -337294.093750 Penalty: 2820.333984
	Iteration 9Q: 3 clusters Score -337294.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -337465.937500 Penalty: 2820.333984
	Iteration 10Q: 3 clusters Score -337465.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -337658.187500 Penalty: 2820.333984
	Iteration 11Q: 3 clusters Score -337658.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -337926.218750 Penalty: 2820.333984
	Iteration 12Q: 3 clusters Score -337926.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -338229.843750 Penalty: 2820.333984
	Iteration 13Q: 3 clusters Score -338229.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -338550.062500 Penalty: 2820.333984
	Iteration 14Q: 3 clusters Score -338550.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -338834.843750 Penalty: 2820.333984
	Iteration 15Q: 3 clusters Score -338834.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -339044.937500 Penalty: 2820.333984
	Iteration 16Q: 3 clusters Score -339044.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -339214.750000 Penalty: 2820.333984
	Iteration 17Q: 3 clusters Score -339214.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -339341.625000 Penalty: 2820.333984
	Iteration 18Q: 3 clusters Score -339341.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -339400.781250 Penalty: 2820.333984
	Iteration 19Q: 3 clusters Score -339400.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -339428.062500 Penalty: 2820.333984
	Iteration 20F: 3 clusters Score -339428.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -339439.781250 Penalty: 2820.333984
	Iteration 21Q: 3 clusters Score -339439.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -339447.125000 Penalty: 2820.333984
	Iteration 22Q: 3 clusters Score -339447.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -339451.312500 Penalty: 2820.333984
	Iteration 23Q: 3 clusters Score -339451.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -339452.750000 Penalty: 2820.333984
	Iteration 24Q: 3 clusters Score -339452.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -339453.375000 Penalty: 2820.333984
	Iteration 25Q: 3 clusters Score -339453.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -339453.531250 Penalty: 2820.333984
	Iteration 26Q: 3 clusters Score -339453.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -339453.531250 Penalty: 2820.333984
	Iteration 27F: 3 clusters Score -339453.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 8582 members 
Mstep: Class 5 contains 768 members 
Mstep: Class 6 contains 93292 members 
Mstep: Class 7 contains 4961 members 
Mstep: Class 8 contains 12685 members 
Mstep: Class 9 contains 11140 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 1179 members 
Mstep: Class 13 contains 3598 members 
Mstep: Class 14 contains 3826 members 
Mstep: Class 16 contains 6017 members 
Mstep: Class 17 contains 14051 members 
Mstep: Class 18 contains 21397 members 
Mstep: Class 19 contains 89429 members 
Mstep: Class 21 contains 4240 members 
Mstep: Class 22 contains 17084 members 
Mstep: Class 24 contains 60346 members 
Entering Unmasked Estep 
Score: -21328636.000000 Penalty: 37420.296875
Splitting cluster 12 changes total score from -21328042.000000 to -21328636.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 13 (3598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Entering Unmasked Estep 
Score: -236749.937500 Penalty: 1330.571655
	Iteration 0F: 2 clusters Score -236749.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -233663.406250 Penalty: 2661.143311
	Iteration 0F: 3 clusters Score -233663.4 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -234399.218750 Penalty: 2661.143311
	Iteration 1F: 3 clusters Score -234399.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -234529.171875 Penalty: 2661.143311
	Iteration 2F: 3 clusters Score -234529.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -234623.250000 Penalty: 2661.143311
	Iteration 3F: 3 clusters Score -234623.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -234678.187500 Penalty: 2661.143311
	Iteration 4Q: 3 clusters Score -234678.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -234710.843750 Penalty: 2661.143311
	Iteration 5Q: 3 clusters Score -234710.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -234737.812500 Penalty: 2661.143311
	Iteration 6Q: 3 clusters Score -234737.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -234761.046875 Penalty: 2661.143311
	Iteration 7Q: 3 clusters Score -234761 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -234779.906250 Penalty: 2661.143311
	Iteration 8Q: 3 clusters Score -234779.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -234793.921875 Penalty: 2661.143311
	Iteration 9Q: 3 clusters Score -234793.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -234805.734375 Penalty: 2661.143311
	Iteration 10Q: 3 clusters Score -234805.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -234822.546875 Penalty: 2661.143311
	Iteration 11Q: 3 clusters Score -234822.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -234845.828125 Penalty: 2661.143311
	Iteration 12Q: 3 clusters Score -234845.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -234873.578125 Penalty: 2661.143311
	Iteration 13Q: 3 clusters Score -234873.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -234897.859375 Penalty: 2661.143311
	Iteration 14Q: 3 clusters Score -234897.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -234934.281250 Penalty: 2661.143311
	Iteration 15Q: 3 clusters Score -234934.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -234967.671875 Penalty: 2661.143311
	Iteration 16Q: 3 clusters Score -234967.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -234994.750000 Penalty: 2661.143311
	Iteration 17Q: 3 clusters Score -234994.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -235015.750000 Penalty: 2661.143311
	Iteration 18Q: 3 clusters Score -235015.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -235030.359375 Penalty: 2661.143311
	Iteration 19Q: 3 clusters Score -235030.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -235046.546875 Penalty: 2661.143311
	Iteration 20F: 3 clusters Score -235046.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -235061.640625 Penalty: 2661.143311
	Iteration 21Q: 3 clusters Score -235061.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -235073.156250 Penalty: 2661.143311
	Iteration 22Q: 3 clusters Score -235073.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -235081.531250 Penalty: 2661.143311
	Iteration 23Q: 3 clusters Score -235081.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -235091.687500 Penalty: 2661.143311
	Iteration 24Q: 3 clusters Score -235091.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -235102.578125 Penalty: 2661.143311
	Iteration 25Q: 3 clusters Score -235102.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -235117.937500 Penalty: 2661.143311
	Iteration 26Q: 3 clusters Score -235117.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -235125.515625 Penalty: 2661.143311
	Iteration 27Q: 3 clusters Score -235125.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -235129.796875 Penalty: 2661.143311
	Iteration 28Q: 3 clusters Score -235129.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -235133.109375 Penalty: 2661.143311
	Iteration 29Q: 3 clusters Score -235133.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -235140.203125 Penalty: 2661.143311
	Iteration 30Q: 3 clusters Score -235140.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -235146.000000 Penalty: 2661.143311
	Iteration 31Q: 3 clusters Score -235146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -235150.078125 Penalty: 2661.143311
	Iteration 32Q: 3 clusters Score -235150.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -235152.796875 Penalty: 2661.143311
	Iteration 33Q: 3 clusters Score -235152.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -235157.062500 Penalty: 2661.143311
	Iteration 34Q: 3 clusters Score -235157.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -235163.515625 Penalty: 2661.143311
	Iteration 35Q: 3 clusters Score -235163.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -235171.984375 Penalty: 2661.143311
	Iteration 36Q: 3 clusters Score -235172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -235181.734375 Penalty: 2661.143311
	Iteration 37Q: 3 clusters Score -235181.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -235188.921875 Penalty: 2661.143311
	Iteration 38Q: 3 clusters Score -235188.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -235196.078125 Penalty: 2661.143311
	Iteration 39Q: 3 clusters Score -235196.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -235203.281250 Penalty: 2661.143311
	Iteration 40F: 3 clusters Score -235203.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -235214.312500 Penalty: 2661.143311
	Iteration 41Q: 3 clusters Score -235214.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -235222.921875 Penalty: 2661.143311
	Iteration 42Q: 3 clusters Score -235222.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -235231.921875 Penalty: 2661.143311
	Iteration 43Q: 3 clusters Score -235231.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -235245.656250 Penalty: 2661.143311
	Iteration 44Q: 3 clusters Score -235245.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -235255.671875 Penalty: 2661.143311
	Iteration 45Q: 3 clusters Score -235255.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -235261.296875 Penalty: 2661.143311
	Iteration 46Q: 3 clusters Score -235261.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -235265.875000 Penalty: 2661.143311
	Iteration 47Q: 3 clusters Score -235265.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -235270.484375 Penalty: 2661.143311
	Iteration 48Q: 3 clusters Score -235270.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -235276.640625 Penalty: 2661.143311
	Iteration 49Q: 3 clusters Score -235276.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -235284.015625 Penalty: 2661.143311
	Iteration 50Q: 3 clusters Score -235284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -235291.000000 Penalty: 2661.143311
	Iteration 51Q: 3 clusters Score -235291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -235297.265625 Penalty: 2661.143311
	Iteration 52Q: 3 clusters Score -235297.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -235306.312500 Penalty: 2661.143311
	Iteration 53Q: 3 clusters Score -235306.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -235316.781250 Penalty: 2661.143311
	Iteration 54Q: 3 clusters Score -235316.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -235323.828125 Penalty: 2661.143311
	Iteration 55Q: 3 clusters Score -235323.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -235330.421875 Penalty: 2661.143311
	Iteration 56Q: 3 clusters Score -235330.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -235334.812500 Penalty: 2661.143311
	Iteration 57Q: 3 clusters Score -235334.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -235338.609375 Penalty: 2661.143311
	Iteration 58Q: 3 clusters Score -235338.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -235344.109375 Penalty: 2661.143311
	Iteration 59Q: 3 clusters Score -235344.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -235350.734375 Penalty: 2661.143311
	Iteration 60F: 3 clusters Score -235350.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -235359.562500 Penalty: 2661.143311
	Iteration 61Q: 3 clusters Score -235359.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -235365.984375 Penalty: 2661.143311
	Iteration 62Q: 3 clusters Score -235366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -235372.500000 Penalty: 2661.143311
	Iteration 63Q: 3 clusters Score -235372.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -235380.406250 Penalty: 2661.143311
	Iteration 64Q: 3 clusters Score -235380.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -235388.656250 Penalty: 2661.143311
	Iteration 65Q: 3 clusters Score -235388.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -235397.203125 Penalty: 2661.143311
	Iteration 66Q: 3 clusters Score -235397.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -235408.765625 Penalty: 2661.143311
	Iteration 67Q: 3 clusters Score -235408.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -235424.218750 Penalty: 2661.143311
	Iteration 68Q: 3 clusters Score -235424.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -235438.390625 Penalty: 2661.143311
	Iteration 69Q: 3 clusters Score -235438.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -235451.593750 Penalty: 2661.143311
	Iteration 70Q: 3 clusters Score -235451.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -235468.375000 Penalty: 2661.143311
	Iteration 71Q: 3 clusters Score -235468.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -235485.250000 Penalty: 2661.143311
	Iteration 72Q: 3 clusters Score -235485.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -235493.484375 Penalty: 2661.143311
	Iteration 73Q: 3 clusters Score -235493.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -235504.562500 Penalty: 2661.143311
	Iteration 74Q: 3 clusters Score -235504.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -235518.718750 Penalty: 2661.143311
	Iteration 75Q: 3 clusters Score -235518.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -235531.734375 Penalty: 2661.143311
	Iteration 76Q: 3 clusters Score -235531.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -235543.625000 Penalty: 2661.143311
	Iteration 77Q: 3 clusters Score -235543.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -235553.687500 Penalty: 2661.143311
	Iteration 78Q: 3 clusters Score -235553.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -235563.187500 Penalty: 2661.143311
	Iteration 79Q: 3 clusters Score -235563.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -235572.828125 Penalty: 2661.143311
	Iteration 80F: 3 clusters Score -235572.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -235580.765625 Penalty: 2661.143311
	Iteration 81Q: 3 clusters Score -235580.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -235586.187500 Penalty: 2661.143311
	Iteration 82Q: 3 clusters Score -235586.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -235588.125000 Penalty: 2661.143311
	Iteration 83Q: 3 clusters Score -235588.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -235588.671875 Penalty: 2661.143311
	Iteration 84Q: 3 clusters Score -235588.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -235589.984375 Penalty: 2661.143311
	Iteration 85Q: 3 clusters Score -235590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -235592.765625 Penalty: 2661.143311
	Iteration 86Q: 3 clusters Score -235592.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -235596.734375 Penalty: 2661.143311
	Iteration 87Q: 3 clusters Score -235596.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -235599.671875 Penalty: 2661.143311
	Iteration 88Q: 3 clusters Score -235599.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -235602.109375 Penalty: 2661.143311
	Iteration 89Q: 3 clusters Score -235602.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -235604.625000 Penalty: 2661.143311
	Iteration 90Q: 3 clusters Score -235604.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -235606.203125 Penalty: 2661.143311
	Iteration 91Q: 3 clusters Score -235606.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -235608.125000 Penalty: 2661.143311
	Iteration 92Q: 3 clusters Score -235608.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -235610.937500 Penalty: 2661.143311
	Iteration 93Q: 3 clusters Score -235610.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -235613.437500 Penalty: 2661.143311
	Iteration 94Q: 3 clusters Score -235613.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -235616.484375 Penalty: 2661.143311
	Iteration 95Q: 3 clusters Score -235616.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -235619.531250 Penalty: 2661.143311
	Iteration 96Q: 3 clusters Score -235619.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -235621.171875 Penalty: 2661.143311
	Iteration 97Q: 3 clusters Score -235621.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -235624.406250 Penalty: 2661.143311
	Iteration 98Q: 3 clusters Score -235624.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -235625.875000 Penalty: 2661.143311
	Iteration 99Q: 3 clusters Score -235625.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -235627.375000 Penalty: 2661.143311
	Iteration 100F: 3 clusters Score -235627.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -235629.671875 Penalty: 2661.143311
	Iteration 101Q: 3 clusters Score -235629.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -235634.500000 Penalty: 2661.143311
	Iteration 102Q: 3 clusters Score -235634.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -235639.406250 Penalty: 2661.143311
	Iteration 103Q: 3 clusters Score -235639.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -235643.531250 Penalty: 2661.143311
	Iteration 104Q: 3 clusters Score -235643.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -235645.093750 Penalty: 2661.143311
	Iteration 105Q: 3 clusters Score -235645.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -235647.250000 Penalty: 2661.143311
	Iteration 106Q: 3 clusters Score -235647.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -235648.765625 Penalty: 2661.143311
	Iteration 107Q: 3 clusters Score -235648.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -235650.609375 Penalty: 2661.143311
	Iteration 108Q: 3 clusters Score -235650.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -235651.687500 Penalty: 2661.143311
	Iteration 109Q: 3 clusters Score -235651.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -235651.687500 Penalty: 2661.143311
	Iteration 110F: 3 clusters Score -235651.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Entering Unmasked Estep 
Score: -220222.828125 Penalty: 1340.556030
	Iteration 0F: 2 clusters Score -220222.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -216998.515625 Penalty: 2681.112061
	Iteration 0F: 3 clusters Score -216998.5 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -217890.296875 Penalty: 2681.112061
	Iteration 1F: 3 clusters Score -217890.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -218099.859375 Penalty: 2681.112061
	Iteration 2F: 3 clusters Score -218099.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -218259.406250 Penalty: 2681.112061
	Iteration 3F: 3 clusters Score -218259.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -218407.468750 Penalty: 2681.112061
	Iteration 4F: 3 clusters Score -218407.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -218551.843750 Penalty: 2681.112061
	Iteration 5F: 3 clusters Score -218551.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -218714.687500 Penalty: 2681.112061
	Iteration 6Q: 3 clusters Score -218714.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -218849.390625 Penalty: 2681.112061
	Iteration 7Q: 3 clusters Score -218849.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -218962.156250 Penalty: 2681.112061
	Iteration 8Q: 3 clusters Score -218962.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -219059.312500 Penalty: 2681.112061
	Iteration 9Q: 3 clusters Score -219059.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -219137.593750 Penalty: 2681.112061
	Iteration 10Q: 3 clusters Score -219137.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -219188.328125 Penalty: 2681.112061
	Iteration 11Q: 3 clusters Score -219188.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -219227.453125 Penalty: 2681.112061
	Iteration 12Q: 3 clusters Score -219227.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -219257.609375 Penalty: 2681.112061
	Iteration 13Q: 3 clusters Score -219257.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -219281.781250 Penalty: 2681.112061
	Iteration 14Q: 3 clusters Score -219281.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -219305.281250 Penalty: 2681.112061
	Iteration 15Q: 3 clusters Score -219305.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -219329.140625 Penalty: 2681.112061
	Iteration 16Q: 3 clusters Score -219329.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -219354.500000 Penalty: 2681.112061
	Iteration 17Q: 3 clusters Score -219354.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -219369.250000 Penalty: 2681.112061
	Iteration 18Q: 3 clusters Score -219369.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -219385.781250 Penalty: 2681.112061
	Iteration 19Q: 3 clusters Score -219385.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -219395.625000 Penalty: 2681.112061
	Iteration 20F: 3 clusters Score -219395.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -219400.937500 Penalty: 2681.112061
	Iteration 21Q: 3 clusters Score -219400.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -219404.656250 Penalty: 2681.112061
	Iteration 22Q: 3 clusters Score -219404.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -219408.328125 Penalty: 2681.112061
	Iteration 23Q: 3 clusters Score -219408.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -219415.906250 Penalty: 2681.112061
	Iteration 24Q: 3 clusters Score -219415.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -219419.953125 Penalty: 2681.112061
	Iteration 25Q: 3 clusters Score -219420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -219423.937500 Penalty: 2681.112061
	Iteration 26Q: 3 clusters Score -219423.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -219429.406250 Penalty: 2681.112061
	Iteration 27Q: 3 clusters Score -219429.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -219440.921875 Penalty: 2681.112061
	Iteration 28Q: 3 clusters Score -219440.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -219454.812500 Penalty: 2681.112061
	Iteration 29Q: 3 clusters Score -219454.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -219466.375000 Penalty: 2681.112061
	Iteration 30Q: 3 clusters Score -219466.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -219476.953125 Penalty: 2681.112061
	Iteration 31Q: 3 clusters Score -219477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -219487.640625 Penalty: 2681.112061
	Iteration 32Q: 3 clusters Score -219487.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -219496.984375 Penalty: 2681.112061
	Iteration 33Q: 3 clusters Score -219497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -219502.468750 Penalty: 2681.112061
	Iteration 34Q: 3 clusters Score -219502.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -219506.484375 Penalty: 2681.112061
	Iteration 35Q: 3 clusters Score -219506.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -219508.062500 Penalty: 2681.112061
	Iteration 36Q: 3 clusters Score -219508.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -219509.140625 Penalty: 2681.112061
	Iteration 37Q: 3 clusters Score -219509.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -219510.921875 Penalty: 2681.112061
	Iteration 38Q: 3 clusters Score -219510.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -219512.375000 Penalty: 2681.112061
	Iteration 39Q: 3 clusters Score -219512.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -219513.781250 Penalty: 2681.112061
	Iteration 40F: 3 clusters Score -219513.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Entering Unmasked Estep 
Score: -356229.281250 Penalty: 1414.130859
	Iteration 0F: 2 clusters Score -356229.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -351672.781250 Penalty: 2828.261719
	Iteration 0F: 3 clusters Score -351672.8 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -353107.968750 Penalty: 2828.261719
	Iteration 1F: 3 clusters Score -353108 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -353399.312500 Penalty: 2828.261719
	Iteration 2F: 3 clusters Score -353399.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -353636.500000 Penalty: 2828.261719
	Iteration 3F: 3 clusters Score -353636.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -353811.000000 Penalty: 2828.261719
	Iteration 4F: 3 clusters Score -353811 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -353957.187500 Penalty: 2828.261719
	Iteration 5Q: 3 clusters Score -353957.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -354079.000000 Penalty: 2828.261719
	Iteration 6Q: 3 clusters Score -354079 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -354186.187500 Penalty: 2828.261719
	Iteration 7Q: 3 clusters Score -354186.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -354275.218750 Penalty: 2828.261719
	Iteration 8Q: 3 clusters Score -354275.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -354366.687500 Penalty: 2828.261719
	Iteration 9Q: 3 clusters Score -354366.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -354472.968750 Penalty: 2828.261719
	Iteration 10Q: 3 clusters Score -354473 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -354596.250000 Penalty: 2828.261719
	Iteration 11Q: 3 clusters Score -354596.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -354722.375000 Penalty: 2828.261719
	Iteration 12Q: 3 clusters Score -354722.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -354864.500000 Penalty: 2828.261719
	Iteration 13Q: 3 clusters Score -354864.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -354992.812500 Penalty: 2828.261719
	Iteration 14Q: 3 clusters Score -354992.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -355096.062500 Penalty: 2828.261719
	Iteration 15Q: 3 clusters Score -355096.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -355161.500000 Penalty: 2828.261719
	Iteration 16Q: 3 clusters Score -355161.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -355211.062500 Penalty: 2828.261719
	Iteration 17Q: 3 clusters Score -355211.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -355250.812500 Penalty: 2828.261719
	Iteration 18Q: 3 clusters Score -355250.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -355289.875000 Penalty: 2828.261719
	Iteration 19Q: 3 clusters Score -355289.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -355326.812500 Penalty: 2828.261719
	Iteration 20F: 3 clusters Score -355326.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -355363.312500 Penalty: 2828.261719
	Iteration 21Q: 3 clusters Score -355363.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -355393.000000 Penalty: 2828.261719
	Iteration 22Q: 3 clusters Score -355393 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -355422.156250 Penalty: 2828.261719
	Iteration 23Q: 3 clusters Score -355422.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -355449.718750 Penalty: 2828.261719
	Iteration 24Q: 3 clusters Score -355449.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -355469.250000 Penalty: 2828.261719
	Iteration 25Q: 3 clusters Score -355469.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -355483.937500 Penalty: 2828.261719
	Iteration 26Q: 3 clusters Score -355483.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -355495.343750 Penalty: 2828.261719
	Iteration 27Q: 3 clusters Score -355495.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -355508.500000 Penalty: 2828.261719
	Iteration 28Q: 3 clusters Score -355508.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -355519.406250 Penalty: 2828.261719
	Iteration 29Q: 3 clusters Score -355519.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -355528.812500 Penalty: 2828.261719
	Iteration 30Q: 3 clusters Score -355528.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -355536.750000 Penalty: 2828.261719
	Iteration 31Q: 3 clusters Score -355536.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -355543.031250 Penalty: 2828.261719
	Iteration 32Q: 3 clusters Score -355543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -355551.281250 Penalty: 2828.261719
	Iteration 33Q: 3 clusters Score -355551.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -355557.343750 Penalty: 2828.261719
	Iteration 34Q: 3 clusters Score -355557.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -355561.593750 Penalty: 2828.261719
	Iteration 35Q: 3 clusters Score -355561.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -355564.625000 Penalty: 2828.261719
	Iteration 36Q: 3 clusters Score -355564.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -355567.031250 Penalty: 2828.261719
	Iteration 37Q: 3 clusters Score -355567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -355570.593750 Penalty: 2828.261719
	Iteration 38Q: 3 clusters Score -355570.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -355573.156250 Penalty: 2828.261719
	Iteration 39Q: 3 clusters Score -355573.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -355578.843750 Penalty: 2828.261719
	Iteration 40F: 3 clusters Score -355578.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -355585.718750 Penalty: 2828.261719
	Iteration 41Q: 3 clusters Score -355585.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -355591.625000 Penalty: 2828.261719
	Iteration 42Q: 3 clusters Score -355591.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -355603.125000 Penalty: 2828.261719
	Iteration 43Q: 3 clusters Score -355603.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -355617.812500 Penalty: 2828.261719
	Iteration 44Q: 3 clusters Score -355617.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -355633.281250 Penalty: 2828.261719
	Iteration 45Q: 3 clusters Score -355633.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -355651.062500 Penalty: 2828.261719
	Iteration 46Q: 3 clusters Score -355651.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -355671.250000 Penalty: 2828.261719
	Iteration 47Q: 3 clusters Score -355671.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -355722.031250 Penalty: 2828.261719
	Iteration 48Q: 3 clusters Score -355722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -355784.562500 Penalty: 2828.261719
	Iteration 49Q: 3 clusters Score -355784.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -355816.718750 Penalty: 2828.261719
	Iteration 50Q: 3 clusters Score -355816.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -355841.062500 Penalty: 2828.261719
	Iteration 51Q: 3 clusters Score -355841.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -355858.531250 Penalty: 2828.261719
	Iteration 52Q: 3 clusters Score -355858.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -355877.968750 Penalty: 2828.261719
	Iteration 53Q: 3 clusters Score -355878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -355888.906250 Penalty: 2828.261719
	Iteration 54Q: 3 clusters Score -355888.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -355895.687500 Penalty: 2828.261719
	Iteration 55Q: 3 clusters Score -355895.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -355901.312500 Penalty: 2828.261719
	Iteration 56Q: 3 clusters Score -355901.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -355918.468750 Penalty: 2828.261719
	Iteration 57Q: 3 clusters Score -355918.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -355927.781250 Penalty: 2828.261719
	Iteration 58Q: 3 clusters Score -355927.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -355935.750000 Penalty: 2828.261719
	Iteration 59Q: 3 clusters Score -355935.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -355993.531250 Penalty: 2828.261719
	Iteration 60F: 3 clusters Score -355993.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -356025.562500 Penalty: 2828.261719
	Iteration 61Q: 3 clusters Score -356025.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -356041.875000 Penalty: 2828.261719
	Iteration 62Q: 3 clusters Score -356041.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -356049.156250 Penalty: 2828.261719
	Iteration 63Q: 3 clusters Score -356049.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -356053.062500 Penalty: 2828.261719
	Iteration 64Q: 3 clusters Score -356053.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -356055.781250 Penalty: 2828.261719
	Iteration 65Q: 3 clusters Score -356055.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -356059.281250 Penalty: 2828.261719
	Iteration 66Q: 3 clusters Score -356059.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -356064.687500 Penalty: 2828.261719
	Iteration 67Q: 3 clusters Score -356064.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -356065.593750 Penalty: 2828.261719
	Iteration 68Q: 3 clusters Score -356065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -356067.000000 Penalty: 2828.261719
	Iteration 69Q: 3 clusters Score -356067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -356067.593750 Penalty: 2828.261719
	Iteration 70Q: 3 clusters Score -356067.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -356068.250000 Penalty: 2828.261719
	Iteration 71Q: 3 clusters Score -356068.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -356068.250000 Penalty: 2828.261719
	Iteration 72F: 3 clusters Score -356068.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Entering Unmasked Estep 
Score: -835153.437500 Penalty: 1551.947876
	Iteration 0F: 2 clusters Score -835153.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -825525.187500 Penalty: 3103.895752
	Iteration 0F: 3 clusters Score -825525.2 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -829257.875000 Penalty: 3103.895752
	Iteration 1F: 3 clusters Score -829257.9 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -829930.250000 Penalty: 3103.895752
	Iteration 2F: 3 clusters Score -829930.2 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -830610.312500 Penalty: 3103.895752
	Iteration 3F: 3 clusters Score -830610.3 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -831445.437500 Penalty: 3103.895752
	Iteration 4F: 3 clusters Score -831445.4 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -832454.875000 Penalty: 3103.895752
	Iteration 5F: 3 clusters Score -832454.9 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -833397.000000 Penalty: 3103.895752
	Iteration 6F: 3 clusters Score -833397 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -834163.500000 Penalty: 3103.895752
	Iteration 7F: 3 clusters Score -834163.5 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -834757.375000 Penalty: 3103.895752
	Iteration 8Q: 3 clusters Score -834757.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -835073.437500 Penalty: 3103.895752
	Iteration 9Q: 3 clusters Score -835073.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -835284.875000 Penalty: 3103.895752
	Iteration 10Q: 3 clusters Score -835284.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -835419.312500 Penalty: 3103.895752
	Iteration 11Q: 3 clusters Score -835419.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -835516.687500 Penalty: 3103.895752
	Iteration 12Q: 3 clusters Score -835516.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -835595.562500 Penalty: 3103.895752
	Iteration 13Q: 3 clusters Score -835595.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -835656.562500 Penalty: 3103.895752
	Iteration 14Q: 3 clusters Score -835656.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -835691.625000 Penalty: 3103.895752
	Iteration 15Q: 3 clusters Score -835691.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -835713.062500 Penalty: 3103.895752
	Iteration 16Q: 3 clusters Score -835713.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -835730.500000 Penalty: 3103.895752
	Iteration 17Q: 3 clusters Score -835730.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -835747.375000 Penalty: 3103.895752
	Iteration 18Q: 3 clusters Score -835747.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -835756.875000 Penalty: 3103.895752
	Iteration 19Q: 3 clusters Score -835756.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -835768.062500 Penalty: 3103.895752
	Iteration 20F: 3 clusters Score -835768.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -835774.500000 Penalty: 3103.895752
	Iteration 21Q: 3 clusters Score -835774.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -835780.625000 Penalty: 3103.895752
	Iteration 22Q: 3 clusters Score -835780.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -835787.812500 Penalty: 3103.895752
	Iteration 23Q: 3 clusters Score -835787.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -835790.875000 Penalty: 3103.895752
	Iteration 24Q: 3 clusters Score -835790.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -835792.625000 Penalty: 3103.895752
	Iteration 25Q: 3 clusters Score -835792.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -835795.187500 Penalty: 3103.895752
	Iteration 26Q: 3 clusters Score -835795.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -835798.312500 Penalty: 3103.895752
	Iteration 27Q: 3 clusters Score -835798.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -835798.187500 Penalty: 3103.895752
	Iteration 28Q: 3 clusters Score -835798.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -835799.250000 Penalty: 3103.895752
	Iteration 29Q: 3 clusters Score -835799.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -835799.687500 Penalty: 3103.895752
	Iteration 30Q: 3 clusters Score -835799.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -835802.750000 Penalty: 3103.895752
	Iteration 31Q: 3 clusters Score -835802.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -835806.375000 Penalty: 3103.895752
	Iteration 32Q: 3 clusters Score -835806.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -835807.625000 Penalty: 3103.895752
	Iteration 33Q: 3 clusters Score -835807.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -835808.812500 Penalty: 3103.895752
	Iteration 34Q: 3 clusters Score -835808.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -835812.000000 Penalty: 3103.895752
	Iteration 35Q: 3 clusters Score -835812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -835811.625000 Penalty: 3103.895752
	Iteration 36Q: 3 clusters Score -835811.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -835813.437500 Penalty: 3103.895752
	Iteration 37Q: 3 clusters Score -835813.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -835815.875000 Penalty: 3103.895752
	Iteration 38Q: 3 clusters Score -835815.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -835815.875000 Penalty: 3103.895752
	Iteration 39Q: 3 clusters Score -835815.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -835817.125000 Penalty: 3103.895752
	Iteration 40F: 3 clusters Score -835817.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -835821.062500 Penalty: 3103.895752
	Iteration 41Q: 3 clusters Score -835821.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -835823.625000 Penalty: 3103.895752
	Iteration 42Q: 3 clusters Score -835823.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -835823.812500 Penalty: 3103.895752
	Iteration 43Q: 3 clusters Score -835823.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -835825.125000 Penalty: 3103.895752
	Iteration 44Q: 3 clusters Score -835825.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -835825.500000 Penalty: 3103.895752
	Iteration 45Q: 3 clusters Score -835825.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -835830.187500 Penalty: 3103.895752
	Iteration 46Q: 3 clusters Score -835830.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -835831.125000 Penalty: 3103.895752
	Iteration 47Q: 3 clusters Score -835831.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -835830.625000 Penalty: 3103.895752
	Iteration 48Q: 3 clusters Score -835830.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -835830.875000 Penalty: 3103.895752
	Iteration 49Q: 3 clusters Score -835830.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -835830.750000 Penalty: 3103.895752
	Iteration 50Q: 3 clusters Score -835830.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -835832.437500 Penalty: 3103.895752
	Iteration 51Q: 3 clusters Score -835832.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -835833.500000 Penalty: 3103.895752
	Iteration 52Q: 3 clusters Score -835833.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -835834.125000 Penalty: 3103.895752
	Iteration 53Q: 3 clusters Score -835834.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -835834.062500 Penalty: 3103.895752
	Iteration 54Q: 3 clusters Score -835834.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -835834.125000 Penalty: 3103.895752
	Iteration 55Q: 3 clusters Score -835834.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -835836.187500 Penalty: 3103.895752
	Iteration 56Q: 3 clusters Score -835836.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -835836.687500 Penalty: 3103.895752
	Iteration 57Q: 3 clusters Score -835836.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -835837.250000 Penalty: 3103.895752
	Iteration 58Q: 3 clusters Score -835837.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -835838.812500 Penalty: 3103.895752
	Iteration 59Q: 3 clusters Score -835838.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -835837.500000 Penalty: 3103.895752
	Iteration 60F: 3 clusters Score -835837.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -835837.625000 Penalty: 3103.895752
	Iteration 61Q: 3 clusters Score -835837.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -835837.375000 Penalty: 3103.895752
	Iteration 62Q: 3 clusters Score -835837.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -835837.375000 Penalty: 3103.895752
	Iteration 63F: 3 clusters Score -835837.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 8582 members 
Mstep: Class 3 contains 2131 members 
Mstep: Class 5 contains 768 members 
Mstep: Class 6 contains 93292 members 
Mstep: Class 7 contains 4961 members 
Mstep: Class 8 contains 12685 members 
Mstep: Class 9 contains 11140 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 1179 members 
Mstep: Class 13 contains 3598 members 
Mstep: Class 14 contains 3826 members 
Mstep: Class 16 contains 6017 members 
Mstep: Class 17 contains 11920 members 
Mstep: Class 18 contains 21397 members 
Mstep: Class 19 contains 89429 members 
Mstep: Class 21 contains 4240 members 
Mstep: Class 22 contains 17084 members 
Mstep: Class 24 contains 60346 members 
Entering Unmasked Estep 
Score: -21328742.000000 Penalty: 39499.203125
Splitting cluster 17 changes total score from -21328042.000000 to -21328742.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 18 (21397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Entering Unmasked Estep 
Score: -1260626.500000 Penalty: 1620.288574
	Iteration 0F: 2 clusters Score -1260626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1246108.125000 Penalty: 3240.577148
	Iteration 0F: 3 clusters Score -1246108 nChanged 9685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1251873.000000 Penalty: 3240.577148
	Iteration 1F: 3 clusters Score -1251873 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1252906.750000 Penalty: 3240.577148
	Iteration 2F: 3 clusters Score -1252907 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1254364.625000 Penalty: 3240.577148
	Iteration 3F: 3 clusters Score -1254365 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1255966.625000 Penalty: 3240.577148
	Iteration 4F: 3 clusters Score -1255967 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1257447.375000 Penalty: 3240.577148
	Iteration 5F: 3 clusters Score -1257447 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1258583.500000 Penalty: 3240.577148
	Iteration 6F: 3 clusters Score -1258584 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -1259451.625000 Penalty: 3240.577148
	Iteration 7Q: 3 clusters Score -1259452 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -1260029.375000 Penalty: 3240.577148
	Iteration 8Q: 3 clusters Score -1260029 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -1260320.750000 Penalty: 3240.577148
	Iteration 9Q: 3 clusters Score -1260321 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -1260510.500000 Penalty: 3240.577148
	Iteration 10Q: 3 clusters Score -1260510 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1260674.125000 Penalty: 3240.577148
	Iteration 11Q: 3 clusters Score -1260674 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -1260859.875000 Penalty: 3240.577148
	Iteration 12Q: 3 clusters Score -1260860 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -1260965.500000 Penalty: 3240.577148
	Iteration 13Q: 3 clusters Score -1260966 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -1260999.000000 Penalty: 3240.577148
	Iteration 14Q: 3 clusters Score -1260999 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -1261017.875000 Penalty: 3240.577148
	Iteration 15Q: 3 clusters Score -1261018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -1261025.125000 Penalty: 3240.577148
	Iteration 16Q: 3 clusters Score -1261025 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -1261028.750000 Penalty: 3240.577148
	Iteration 17Q: 3 clusters Score -1261029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -1261032.875000 Penalty: 3240.577148
	Iteration 18Q: 3 clusters Score -1261033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -1261035.500000 Penalty: 3240.577148
	Iteration 19Q: 3 clusters Score -1261036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -1261031.500000 Penalty: 3240.577148
	Iteration 20F: 3 clusters Score -1261032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -1261029.250000 Penalty: 3240.577148
	Iteration 21Q: 3 clusters Score -1261029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -1261035.125000 Penalty: 3240.577148
	Iteration 22Q: 3 clusters Score -1261035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -1261032.500000 Penalty: 3240.577148
	Iteration 23Q: 3 clusters Score -1261032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -1261035.250000 Penalty: 3240.577148
	Iteration 24Q: 3 clusters Score -1261035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -1261035.250000 Penalty: 3240.577148
	Iteration 25Q: 3 clusters Score -1261035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -1261039.000000 Penalty: 3240.577148
	Iteration 26Q: 3 clusters Score -1261039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -1261039.375000 Penalty: 3240.577148
	Iteration 27Q: 3 clusters Score -1261039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -1261036.750000 Penalty: 3240.577148
	Iteration 28Q: 3 clusters Score -1261037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -1261035.875000 Penalty: 3240.577148
	Iteration 29Q: 3 clusters Score -1261036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -1261038.875000 Penalty: 3240.577148
	Iteration 30Q: 3 clusters Score -1261039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -1261039.750000 Penalty: 3240.577148
	Iteration 31Q: 3 clusters Score -1261040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -1261039.750000 Penalty: 3240.577148
	Iteration 32F: 3 clusters Score -1261040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 8582 members 
Mstep: Class 3 contains 2131 members 
Mstep: Class 4 contains 17632 members 
Mstep: Class 5 contains 768 members 
Mstep: Class 6 contains 93292 members 
Mstep: Class 7 contains 4961 members 
Mstep: Class 8 contains 12685 members 
Mstep: Class 9 contains 11140 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 1179 members 
Mstep: Class 13 contains 3598 members 
Mstep: Class 14 contains 3826 members 
Mstep: Class 16 contains 6017 members 
Mstep: Class 17 contains 11920 members 
Mstep: Class 18 contains 3765 members 
Mstep: Class 19 contains 89429 members 
Mstep: Class 21 contains 4240 members 
Mstep: Class 22 contains 17084 members 
Mstep: Class 24 contains 60346 members 
Entering Unmasked Estep 
Score: -21328756.000000 Penalty: 41578.109375
Splitting cluster 18 changes total score from -21328042.000000 to -21328756.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 19 (89429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89429 members 
Entering Unmasked Estep 
Score: -5714927.500000 Penalty: 1852.695068
	Iteration 0F: 2 clusters Score -5714928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -5655139.500000 Penalty: 3705.390137
	Iteration 0F: 3 clusters Score -5655140 nChanged 42611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -5680424.500000 Penalty: 3705.390137
	Iteration 1F: 3 clusters Score -5680424 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -5681747.000000 Penalty: 3705.390137
	Iteration 2Q: 3 clusters Score -5681747 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -5683334.500000 Penalty: 3705.390137
	Iteration 3Q: 3 clusters Score -5683334 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -5685131.000000 Penalty: 3705.390137
	Iteration 4Q: 3 clusters Score -5685131 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -5687447.500000 Penalty: 3705.390137
	Iteration 5F: 3 clusters Score -5687448 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -5690383.000000 Penalty: 3705.390137
	Iteration 6F: 3 clusters Score -5690383 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -5693923.500000 Penalty: 3705.390137
	Iteration 7F: 3 clusters Score -5693924 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -5697318.000000 Penalty: 3705.390137
	Iteration 8F: 3 clusters Score -5697318 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56927 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -5699547.000000 Penalty: 3705.390137
	Iteration 9Q: 3 clusters Score -5699547 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58484 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -5700571.000000 Penalty: 3705.390137
	Iteration 10Q: 3 clusters Score -5700571 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -5701170.500000 Penalty: 3705.390137
	Iteration 11Q: 3 clusters Score -5701170 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61437 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -5701642.500000 Penalty: 3705.390137
	Iteration 12Q: 3 clusters Score -5701642 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62982 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -5702095.500000 Penalty: 3705.390137
	Iteration 13Q: 3 clusters Score -5702096 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64569 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -5702584.500000 Penalty: 3705.390137
	Iteration 14Q: 3 clusters Score -5702584 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66227 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -5703181.000000 Penalty: 3705.390137
	Iteration 15Q: 3 clusters Score -5703181 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67929 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -5703810.500000 Penalty: 3705.390137
	Iteration 16Q: 3 clusters Score -5703810 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69686 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -5704516.500000 Penalty: 3705.390137
	Iteration 17Q: 3 clusters Score -5704516 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71455 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -5705267.500000 Penalty: 3705.390137
	Iteration 18Q: 3 clusters Score -5705268 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73253 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -5706134.000000 Penalty: 3705.390137
	Iteration 19Q: 3 clusters Score -5706134 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74980 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -5707005.000000 Penalty: 3705.390137
	Iteration 20F: 3 clusters Score -5707005 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76700 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -5707911.000000 Penalty: 3705.390137
	Iteration 21Q: 3 clusters Score -5707911 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78260 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -5708684.000000 Penalty: 3705.390137
	Iteration 22Q: 3 clusters Score -5708684 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79664 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -5709351.000000 Penalty: 3705.390137
	Iteration 23Q: 3 clusters Score -5709351 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80946 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -5709961.500000 Penalty: 3705.390137
	Iteration 24Q: 3 clusters Score -5709962 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82126 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -5710562.500000 Penalty: 3705.390137
	Iteration 25Q: 3 clusters Score -5710562 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83112 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -5711081.500000 Penalty: 3705.390137
	Iteration 26Q: 3 clusters Score -5711082 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84039 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -5711582.500000 Penalty: 3705.390137
	Iteration 27Q: 3 clusters Score -5711582 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84811 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -5711956.500000 Penalty: 3705.390137
	Iteration 28Q: 3 clusters Score -5711956 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85422 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -5712253.000000 Penalty: 3705.390137
	Iteration 29Q: 3 clusters Score -5712253 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85928 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -5712470.500000 Penalty: 3705.390137
	Iteration 30Q: 3 clusters Score -5712470 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86342 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -5712654.000000 Penalty: 3705.390137
	Iteration 31Q: 3 clusters Score -5712654 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86672 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -5712815.500000 Penalty: 3705.390137
	Iteration 32Q: 3 clusters Score -5712816 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86958 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5712945.000000 Penalty: 3705.390137
	Iteration 33Q: 3 clusters Score -5712945 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87189 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5713069.000000 Penalty: 3705.390137
	Iteration 34Q: 3 clusters Score -5713069 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87380 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5713226.500000 Penalty: 3705.390137
	Iteration 35Q: 3 clusters Score -5713226 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87539 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -5713351.500000 Penalty: 3705.390137
	Iteration 36Q: 3 clusters Score -5713352 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87657 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5713461.500000 Penalty: 3705.390137
	Iteration 37Q: 3 clusters Score -5713462 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87736 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5713524.000000 Penalty: 3705.390137
	Iteration 38Q: 3 clusters Score -5713524 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87803 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5713555.500000 Penalty: 3705.390137
	Iteration 39Q: 3 clusters Score -5713556 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87850 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5713604.000000 Penalty: 3705.390137
	Iteration 40F: 3 clusters Score -5713604 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87893 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5713622.500000 Penalty: 3705.390137
	Iteration 41Q: 3 clusters Score -5713622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87915 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5713640.500000 Penalty: 3705.390137
	Iteration 42Q: 3 clusters Score -5713640 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87934 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -5713653.500000 Penalty: 3705.390137
	Iteration 43Q: 3 clusters Score -5713654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87955 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5713662.000000 Penalty: 3705.390137
	Iteration 44Q: 3 clusters Score -5713662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87969 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5713662.500000 Penalty: 3705.390137
	Iteration 45Q: 3 clusters Score -5713662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87981 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5713673.000000 Penalty: 3705.390137
	Iteration 46Q: 3 clusters Score -5713673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87989 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5713681.500000 Penalty: 3705.390137
	Iteration 47Q: 3 clusters Score -5713682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87994 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5713681.000000 Penalty: 3705.390137
	Iteration 48Q: 3 clusters Score -5713681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88004 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5713694.000000 Penalty: 3705.390137
	Iteration 49Q: 3 clusters Score -5713694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88011 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5713688.500000 Penalty: 3705.390137
	Iteration 50Q: 3 clusters Score -5713688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88016 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5713690.500000 Penalty: 3705.390137
	Iteration 51Q: 3 clusters Score -5713690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88019 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5713689.500000 Penalty: 3705.390137
	Iteration 52Q: 3 clusters Score -5713690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88024 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5713692.000000 Penalty: 3705.390137
	Iteration 53Q: 3 clusters Score -5713692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88028 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5713692.000000 Penalty: 3705.390137
	Iteration 54Q: 3 clusters Score -5713692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88032 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5713698.000000 Penalty: 3705.390137
	Iteration 55Q: 3 clusters Score -5713698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88037 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5713691.000000 Penalty: 3705.390137
	Iteration 56Q: 3 clusters Score -5713691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88042 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5713701.000000 Penalty: 3705.390137
	Iteration 57Q: 3 clusters Score -5713701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88046 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5713706.000000 Penalty: 3705.390137
	Iteration 58Q: 3 clusters Score -5713706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88048 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5713704.500000 Penalty: 3705.390137
	Iteration 59Q: 3 clusters Score -5713704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88052 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5713714.000000 Penalty: 3705.390137
	Iteration 60F: 3 clusters Score -5713714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88053 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5713710.000000 Penalty: 3705.390137
	Iteration 61Q: 3 clusters Score -5713710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88053 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5713707.000000 Penalty: 3705.390137
	Iteration 62Q: 3 clusters Score -5713707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88054 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5713712.000000 Penalty: 3705.390137
	Iteration 63Q: 3 clusters Score -5713712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88055 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5713712.500000 Penalty: 3705.390137
	Iteration 64Q: 3 clusters Score -5713712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88057 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5713703.000000 Penalty: 3705.390137
	Iteration 65Q: 3 clusters Score -5713703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88057 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5713708.500000 Penalty: 3705.390137
	Iteration 66Q: 3 clusters Score -5713708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88057 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5713708.500000 Penalty: 3705.390137
	Iteration 67F: 3 clusters Score -5713708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Entering Unmasked Estep 
Score: -210716.562500 Penalty: 1357.251831
	Iteration 0F: 2 clusters Score -210716.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -207210.015625 Penalty: 2714.503662
	Iteration 0F: 3 clusters Score -207210 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -208319.843750 Penalty: 2714.503662
	Iteration 1F: 3 clusters Score -208319.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -208688.375000 Penalty: 2714.503662
	Iteration 2F: 3 clusters Score -208688.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -209007.953125 Penalty: 2714.503662
	Iteration 3F: 3 clusters Score -209008 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -209255.484375 Penalty: 2714.503662
	Iteration 4F: 3 clusters Score -209255.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -209475.781250 Penalty: 2714.503662
	Iteration 5F: 3 clusters Score -209475.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -209664.640625 Penalty: 2714.503662
	Iteration 6Q: 3 clusters Score -209664.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -209817.937500 Penalty: 2714.503662
	Iteration 7Q: 3 clusters Score -209817.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -209910.750000 Penalty: 2714.503662
	Iteration 8Q: 3 clusters Score -209910.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -209965.406250 Penalty: 2714.503662
	Iteration 9Q: 3 clusters Score -209965.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -210005.656250 Penalty: 2714.503662
	Iteration 10Q: 3 clusters Score -210005.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -210040.281250 Penalty: 2714.503662
	Iteration 11Q: 3 clusters Score -210040.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -210062.375000 Penalty: 2714.503662
	Iteration 12Q: 3 clusters Score -210062.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -210079.828125 Penalty: 2714.503662
	Iteration 13Q: 3 clusters Score -210079.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -210099.375000 Penalty: 2714.503662
	Iteration 14Q: 3 clusters Score -210099.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -210120.796875 Penalty: 2714.503662
	Iteration 15Q: 3 clusters Score -210120.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -210142.796875 Penalty: 2714.503662
	Iteration 16Q: 3 clusters Score -210142.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -210162.234375 Penalty: 2714.503662
	Iteration 17Q: 3 clusters Score -210162.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -210177.156250 Penalty: 2714.503662
	Iteration 18Q: 3 clusters Score -210177.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -210189.921875 Penalty: 2714.503662
	Iteration 19Q: 3 clusters Score -210189.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -210199.953125 Penalty: 2714.503662
	Iteration 20F: 3 clusters Score -210200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -210205.828125 Penalty: 2714.503662
	Iteration 21Q: 3 clusters Score -210205.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -210211.812500 Penalty: 2714.503662
	Iteration 22Q: 3 clusters Score -210211.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -210215.984375 Penalty: 2714.503662
	Iteration 23Q: 3 clusters Score -210216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -210220.875000 Penalty: 2714.503662
	Iteration 24Q: 3 clusters Score -210220.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -210229.578125 Penalty: 2714.503662
	Iteration 25Q: 3 clusters Score -210229.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -210236.656250 Penalty: 2714.503662
	Iteration 26Q: 3 clusters Score -210236.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -210242.828125 Penalty: 2714.503662
	Iteration 27Q: 3 clusters Score -210242.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -210246.171875 Penalty: 2714.503662
	Iteration 28Q: 3 clusters Score -210246.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -210250.359375 Penalty: 2714.503662
	Iteration 29Q: 3 clusters Score -210250.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -210256.000000 Penalty: 2714.503662
	Iteration 30Q: 3 clusters Score -210256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -210265.078125 Penalty: 2714.503662
	Iteration 31Q: 3 clusters Score -210265.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -210271.109375 Penalty: 2714.503662
	Iteration 32Q: 3 clusters Score -210271.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -210275.828125 Penalty: 2714.503662
	Iteration 33Q: 3 clusters Score -210275.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -210281.406250 Penalty: 2714.503662
	Iteration 34Q: 3 clusters Score -210281.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -210287.140625 Penalty: 2714.503662
	Iteration 35Q: 3 clusters Score -210287.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -210291.109375 Penalty: 2714.503662
	Iteration 36Q: 3 clusters Score -210291.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -210295.250000 Penalty: 2714.503662
	Iteration 37Q: 3 clusters Score -210295.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -210298.953125 Penalty: 2714.503662
	Iteration 38Q: 3 clusters Score -210299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -210303.046875 Penalty: 2714.503662
	Iteration 39Q: 3 clusters Score -210303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -210307.171875 Penalty: 2714.503662
	Iteration 40F: 3 clusters Score -210307.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -210309.562500 Penalty: 2714.503662
	Iteration 41Q: 3 clusters Score -210309.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -210313.109375 Penalty: 2714.503662
	Iteration 42Q: 3 clusters Score -210313.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -210316.125000 Penalty: 2714.503662
	Iteration 43Q: 3 clusters Score -210316.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -210321.046875 Penalty: 2714.503662
	Iteration 44Q: 3 clusters Score -210321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -210326.140625 Penalty: 2714.503662
	Iteration 45Q: 3 clusters Score -210326.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -210329.359375 Penalty: 2714.503662
	Iteration 46Q: 3 clusters Score -210329.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -210331.031250 Penalty: 2714.503662
	Iteration 47Q: 3 clusters Score -210331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -210331.656250 Penalty: 2714.503662
	Iteration 48Q: 3 clusters Score -210331.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -210332.390625 Penalty: 2714.503662
	Iteration 49Q: 3 clusters Score -210332.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -210333.171875 Penalty: 2714.503662
	Iteration 50Q: 3 clusters Score -210333.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -210334.781250 Penalty: 2714.503662
	Iteration 51Q: 3 clusters Score -210334.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -210336.640625 Penalty: 2714.503662
	Iteration 52Q: 3 clusters Score -210336.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -210337.718750 Penalty: 2714.503662
	Iteration 53Q: 3 clusters Score -210337.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -210339.234375 Penalty: 2714.503662
	Iteration 54Q: 3 clusters Score -210339.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -210340.984375 Penalty: 2714.503662
	Iteration 55Q: 3 clusters Score -210341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -210341.890625 Penalty: 2714.503662
	Iteration 56Q: 3 clusters Score -210341.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -210342.484375 Penalty: 2714.503662
	Iteration 57Q: 3 clusters Score -210342.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -210343.015625 Penalty: 2714.503662
	Iteration 58Q: 3 clusters Score -210343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -210343.265625 Penalty: 2714.503662
	Iteration 59Q: 3 clusters Score -210343.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -210343.812500 Penalty: 2714.503662
	Iteration 60F: 3 clusters Score -210343.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Entering Unmasked Estep 
Score: -1071400.375000 Penalty: 1583.708252
	Iteration 0F: 2 clusters Score -1071400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1059660.125000 Penalty: 3167.416504
	Iteration 0F: 3 clusters Score -1059660 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1063779.875000 Penalty: 3167.416504
	Iteration 1F: 3 clusters Score -1063780 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1064119.250000 Penalty: 3167.416504
	Iteration 2F: 3 clusters Score -1064119 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1064474.250000 Penalty: 3167.416504
	Iteration 3Q: 3 clusters Score -1064474 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1064964.625000 Penalty: 3167.416504
	Iteration 4F: 3 clusters Score -1064965 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1065612.500000 Penalty: 3167.416504
	Iteration 5F: 3 clusters Score -1065612 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1066372.375000 Penalty: 3167.416504
	Iteration 6F: 3 clusters Score -1066372 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1067220.125000 Penalty: 3167.416504
	Iteration 7F: 3 clusters Score -1067220 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1068044.375000 Penalty: 3167.416504
	Iteration 8F: 3 clusters Score -1068044 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1068704.875000 Penalty: 3167.416504
	Iteration 9Q: 3 clusters Score -1068705 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1069173.875000 Penalty: 3167.416504
	Iteration 10Q: 3 clusters Score -1069174 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1069513.625000 Penalty: 3167.416504
	Iteration 11Q: 3 clusters Score -1069514 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1069720.000000 Penalty: 3167.416504
	Iteration 12Q: 3 clusters Score -1069720 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1069818.625000 Penalty: 3167.416504
	Iteration 13Q: 3 clusters Score -1069819 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1069884.250000 Penalty: 3167.416504
	Iteration 14Q: 3 clusters Score -1069884 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1069930.500000 Penalty: 3167.416504
	Iteration 15Q: 3 clusters Score -1069930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1069966.875000 Penalty: 3167.416504
	Iteration 16Q: 3 clusters Score -1069967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1069988.875000 Penalty: 3167.416504
	Iteration 17Q: 3 clusters Score -1069989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1070003.625000 Penalty: 3167.416504
	Iteration 18Q: 3 clusters Score -1070004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1070028.500000 Penalty: 3167.416504
	Iteration 19Q: 3 clusters Score -1070028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1070044.875000 Penalty: 3167.416504
	Iteration 20F: 3 clusters Score -1070045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1070051.875000 Penalty: 3167.416504
	Iteration 21Q: 3 clusters Score -1070052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1070054.000000 Penalty: 3167.416504
	Iteration 22Q: 3 clusters Score -1070054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1070056.125000 Penalty: 3167.416504
	Iteration 23Q: 3 clusters Score -1070056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1070059.000000 Penalty: 3167.416504
	Iteration 24Q: 3 clusters Score -1070059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1070061.375000 Penalty: 3167.416504
	Iteration 25Q: 3 clusters Score -1070061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1070061.375000 Penalty: 3167.416504
	Iteration 26F: 3 clusters Score -1070061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (60346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60346 members 
Entering Unmasked Estep 
Score: -3688178.000000 Penalty: 1788.775635
	Iteration 0F: 2 clusters Score -3688178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -3647936.250000 Penalty: 3577.551270
	Iteration 0F: 3 clusters Score -3647936 nChanged 28417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -3664227.500000 Penalty: 3577.551270
	Iteration 1F: 3 clusters Score -3664228 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -3665123.500000 Penalty: 3577.551270
	Iteration 2Q: 3 clusters Score -3665124 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -3666267.500000 Penalty: 3577.551270
	Iteration 3Q: 3 clusters Score -3666268 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -3667882.000000 Penalty: 3577.551270
	Iteration 4F: 3 clusters Score -3667882 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -3670049.000000 Penalty: 3577.551270
	Iteration 5F: 3 clusters Score -3670049 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -3672908.500000 Penalty: 3577.551270
	Iteration 6F: 3 clusters Score -3672908 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3676061.750000 Penalty: 3577.551270
	Iteration 7F: 3 clusters Score -3676062 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -3679011.000000 Penalty: 3577.551270
	Iteration 8F: 3 clusters Score -3679011 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -3681358.250000 Penalty: 3577.551270
	Iteration 9Q: 3 clusters Score -3681358 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54955 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -3683031.750000 Penalty: 3577.551270
	Iteration 10Q: 3 clusters Score -3683032 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56559 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -3684262.500000 Penalty: 3577.551270
	Iteration 11Q: 3 clusters Score -3684262 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57739 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3685154.250000 Penalty: 3577.551270
	Iteration 12Q: 3 clusters Score -3685154 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58534 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3685703.750000 Penalty: 3577.551270
	Iteration 13Q: 3 clusters Score -3685704 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3686034.500000 Penalty: 3577.551270
	Iteration 14Q: 3 clusters Score -3686034 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59343 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3686245.750000 Penalty: 3577.551270
	Iteration 15Q: 3 clusters Score -3686246 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3686368.500000 Penalty: 3577.551270
	Iteration 16Q: 3 clusters Score -3686368 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3686471.500000 Penalty: 3577.551270
	Iteration 17Q: 3 clusters Score -3686472 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59726 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3686530.750000 Penalty: 3577.551270
	Iteration 18Q: 3 clusters Score -3686531 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3686572.750000 Penalty: 3577.551270
	Iteration 19Q: 3 clusters Score -3686573 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59801 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3686608.250000 Penalty: 3577.551270
	Iteration 20F: 3 clusters Score -3686608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59817 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3686633.750000 Penalty: 3577.551270
	Iteration 21Q: 3 clusters Score -3686634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59839 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3686664.000000 Penalty: 3577.551270
	Iteration 22Q: 3 clusters Score -3686664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59854 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3686680.750000 Penalty: 3577.551270
	Iteration 23Q: 3 clusters Score -3686681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3686700.000000 Penalty: 3577.551270
	Iteration 24Q: 3 clusters Score -3686700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59861 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3686713.000000 Penalty: 3577.551270
	Iteration 25Q: 3 clusters Score -3686713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59867 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3686712.500000 Penalty: 3577.551270
	Iteration 26Q: 3 clusters Score -3686712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59870 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3686720.750000 Penalty: 3577.551270
	Iteration 27Q: 3 clusters Score -3686721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3686723.500000 Penalty: 3577.551270
	Iteration 28Q: 3 clusters Score -3686724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59874 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3686728.500000 Penalty: 3577.551270
	Iteration 29Q: 3 clusters Score -3686728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59877 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3686734.000000 Penalty: 3577.551270
	Iteration 30Q: 3 clusters Score -3686734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59878 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3686739.500000 Penalty: 3577.551270
	Iteration 31Q: 3 clusters Score -3686740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3686746.500000 Penalty: 3577.551270
	Iteration 32Q: 3 clusters Score -3686746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59885 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3686753.500000 Penalty: 3577.551270
	Iteration 33Q: 3 clusters Score -3686754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3686772.250000 Penalty: 3577.551270
	Iteration 34Q: 3 clusters Score -3686772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3686781.750000 Penalty: 3577.551270
	Iteration 35Q: 3 clusters Score -3686782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3686780.250000 Penalty: 3577.551270
	Iteration 36Q: 3 clusters Score -3686780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59902 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3686797.250000 Penalty: 3577.551270
	Iteration 37Q: 3 clusters Score -3686797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3686803.250000 Penalty: 3577.551270
	Iteration 38Q: 3 clusters Score -3686803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59907 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3686804.750000 Penalty: 3577.551270
	Iteration 39Q: 3 clusters Score -3686805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59911 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3686806.500000 Penalty: 3577.551270
	Iteration 40F: 3 clusters Score -3686806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59912 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3686808.750000 Penalty: 3577.551270
	Iteration 41Q: 3 clusters Score -3686809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59911 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3686808.500000 Penalty: 3577.551270
	Iteration 42Q: 3 clusters Score -3686808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3686809.000000 Penalty: 3577.551270
	Iteration 43Q: 3 clusters Score -3686809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59909 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3686808.750000 Penalty: 3577.551270
	Iteration 44Q: 3 clusters Score -3686809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3686808.750000 Penalty: 3577.551270
	Iteration 45Q: 3 clusters Score -3686809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59907 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3686811.500000 Penalty: 3577.551270
	Iteration 46Q: 3 clusters Score -3686812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3686810.250000 Penalty: 3577.551270
	Iteration 47Q: 3 clusters Score -3686810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3686810.500000 Penalty: 3577.551270
	Iteration 48Q: 3 clusters Score -3686810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3686810.500000 Penalty: 3577.551270
	Iteration 49Q: 3 clusters Score -3686810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3686811.250000 Penalty: 3577.551270
	Iteration 50Q: 3 clusters Score -3686811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59907 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3686813.750000 Penalty: 3577.551270
	Iteration 51Q: 3 clusters Score -3686814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3686813.000000 Penalty: 3577.551270
	Iteration 52Q: 3 clusters Score -3686813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3686815.500000 Penalty: 3577.551270
	Iteration 53Q: 3 clusters Score -3686816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59911 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3686813.750000 Penalty: 3577.551270
	Iteration 54Q: 3 clusters Score -3686814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3686818.000000 Penalty: 3577.551270
	Iteration 55Q: 3 clusters Score -3686818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3686825.000000 Penalty: 3577.551270
	Iteration 56Q: 3 clusters Score -3686825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3686825.000000 Penalty: 3577.551270
	Iteration 57Q: 3 clusters Score -3686825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59909 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3686824.750000 Penalty: 3577.551270
	Iteration 58Q: 3 clusters Score -3686825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59909 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3686824.750000 Penalty: 3577.551270
	Iteration 59F: 3 clusters Score -3686825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 8582 members 
Mstep: Class 5 contains 768 members 
Mstep: Class 6 contains 93292 members 
Mstep: Class 7 contains 4961 members 
Mstep: Class 8 contains 12685 members 
Mstep: Class 9 contains 11140 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 1179 members 
Mstep: Class 13 contains 3598 members 
Mstep: Class 14 contains 3826 members 
Mstep: Class 16 contains 6017 members 
Mstep: Class 17 contains 11920 members 
Mstep: Class 18 contains 3765 members 
Mstep: Class 19 contains 89429 members 
Mstep: Class 21 contains 4240 members 
Mstep: Class 22 contains 17084 members 
Mstep: Class 24 contains 60346 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 21 clusters Score -2.132984e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 8574 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 17313 members 
Mstep: Class 5 contains 751 members 
Mstep: Class 6 contains 93174 members 
Mstep: Class 7 contains 5015 members 
Mstep: Class 8 contains 12618 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1192 members 
Mstep: Class 13 contains 3661 members 
Mstep: Class 14 contains 3823 members 
Mstep: Class 16 contains 6052 members 
Mstep: Class 17 contains 12032 members 
Mstep: Class 18 contains 3923 members 
Mstep: Class 19 contains 89397 members 
Mstep: Class 21 contains 4273 members 
Mstep: Class 22 contains 17363 members 
Mstep: Class 24 contains 60263 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 21 clusters Score -2.133111e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 8559 members 
Mstep: Class 3 contains 2276 members 
Mstep: Class 4 contains 17044 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 93011 members 
Mstep: Class 7 contains 5045 members 
Mstep: Class 8 contains 12570 members 
Mstep: Class 9 contains 11171 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 1192 members 
Mstep: Class 13 contains 3724 members 
Mstep: Class 14 contains 3820 members 
Mstep: Class 16 contains 6091 members 
Mstep: Class 17 contains 11984 members 
Mstep: Class 18 contains 3964 members 
Mstep: Class 19 contains 89415 members 
Mstep: Class 21 contains 4147 members 
Mstep: Class 22 contains 17645 members 
Mstep: Class 24 contains 60214 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 21 clusters Score -2.133174e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 8537 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 16811 members 
Mstep: Class 5 contains 718 members 
Mstep: Class 6 contains 92869 members 
Mstep: Class 7 contains 5079 members 
Mstep: Class 8 contains 12562 members 
Mstep: Class 9 contains 11188 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 3785 members 
Mstep: Class 14 contains 3814 members 
Mstep: Class 16 contains 6141 members 
Mstep: Class 17 contains 11961 members 
Mstep: Class 18 contains 3975 members 
Mstep: Class 19 contains 89404 members 
Mstep: Class 21 contains 4111 members 
Mstep: Class 22 contains 17881 members 
Mstep: Class 24 contains 60189 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 21 clusters Score -2.133212e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 8528 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 16614 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 92745 members 
Mstep: Class 7 contains 5106 members 
Mstep: Class 8 contains 12546 members 
Mstep: Class 9 contains 11204 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 3844 members 
Mstep: Class 14 contains 3816 members 
Mstep: Class 16 contains 6182 members 
Mstep: Class 17 contains 11925 members 
Mstep: Class 18 contains 3985 members 
Mstep: Class 19 contains 89382 members 
Mstep: Class 21 contains 4091 members 
Mstep: Class 22 contains 18085 members 
Mstep: Class 24 contains 60178 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 21 clusters Score -2.133229e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 8505 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 16445 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 92649 members 
Mstep: Class 7 contains 5135 members 
Mstep: Class 8 contains 12545 members 
Mstep: Class 9 contains 11217 members 
Mstep: Class 11 contains 2465 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 3887 members 
Mstep: Class 14 contains 3814 members 
Mstep: Class 16 contains 6222 members 
Mstep: Class 17 contains 11900 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 89355 members 
Mstep: Class 21 contains 4094 members 
Mstep: Class 22 contains 18250 members 
Mstep: Class 24 contains 60187 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 21 clusters Score -2.133249e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 8485 members 
Mstep: Class 3 contains 2545 members 
Mstep: Class 4 contains 16297 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 92560 members 
Mstep: Class 7 contains 5163 members 
Mstep: Class 8 contains 12542 members 
Mstep: Class 9 contains 11223 members 
Mstep: Class 11 contains 2458 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 3932 members 
Mstep: Class 14 contains 3815 members 
Mstep: Class 16 contains 6251 members 
Mstep: Class 17 contains 11884 members 
Mstep: Class 18 contains 4012 members 
Mstep: Class 19 contains 89346 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 18395 members 
Mstep: Class 24 contains 60175 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 21 clusters Score -2.133258e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 8459 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 16167 members 
Mstep: Class 5 contains 608 members 
Mstep: Class 6 contains 92489 members 
Mstep: Class 7 contains 5190 members 
Mstep: Class 8 contains 12539 members 
Mstep: Class 9 contains 11236 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 3971 members 
Mstep: Class 14 contains 3809 members 
Mstep: Class 16 contains 6272 members 
Mstep: Class 17 contains 11868 members 
Mstep: Class 18 contains 4012 members 
Mstep: Class 19 contains 89337 members 
Mstep: Class 21 contains 4106 members 
Mstep: Class 22 contains 18524 members 
Mstep: Class 24 contains 60165 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 21 clusters Score -2.133269e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 8427 members 
Mstep: Class 3 contains 2611 members 
Mstep: Class 4 contains 16033 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 92416 members 
Mstep: Class 7 contains 5207 members 
Mstep: Class 8 contains 12520 members 
Mstep: Class 9 contains 11246 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4024 members 
Mstep: Class 14 contains 3808 members 
Mstep: Class 16 contains 6303 members 
Mstep: Class 17 contains 11853 members 
Mstep: Class 18 contains 4026 members 
Mstep: Class 19 contains 89339 members 
Mstep: Class 21 contains 4120 members 
Mstep: Class 22 contains 18629 members 
Mstep: Class 24 contains 60165 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 21 clusters Score -2.133287e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 2640 members 
Mstep: Class 4 contains 15924 members 
Mstep: Class 5 contains 586 members 
Mstep: Class 6 contains 92341 members 
Mstep: Class 7 contains 5226 members 
Mstep: Class 8 contains 12515 members 
Mstep: Class 9 contains 11255 members 
Mstep: Class 11 contains 2448 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4066 members 
Mstep: Class 14 contains 3804 members 
Mstep: Class 16 contains 6323 members 
Mstep: Class 17 contains 11845 members 
Mstep: Class 18 contains 4039 members 
Mstep: Class 19 contains 89336 members 
Mstep: Class 21 contains 4137 members 
Mstep: Class 22 contains 18734 members 
Mstep: Class 24 contains 60151 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 21 clusters Score -2.133287e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 8397 members 
Mstep: Class 3 contains 2662 members 
Mstep: Class 4 contains 15830 members 
Mstep: Class 5 contains 577 members 
Mstep: Class 6 contains 92279 members 
Mstep: Class 7 contains 5242 members 
Mstep: Class 8 contains 12517 members 
Mstep: Class 9 contains 11261 members 
Mstep: Class 11 contains 2446 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4092 members 
Mstep: Class 14 contains 3801 members 
Mstep: Class 16 contains 6335 members 
Mstep: Class 17 contains 11844 members 
Mstep: Class 18 contains 4038 members 
Mstep: Class 19 contains 89332 members 
Mstep: Class 21 contains 4144 members 
Mstep: Class 22 contains 18826 members 
Mstep: Class 24 contains 60153 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 21 clusters Score -2.133296e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 8383 members 
Mstep: Class 3 contains 2682 members 
Mstep: Class 4 contains 15754 members 
Mstep: Class 5 contains 568 members 
Mstep: Class 6 contains 92231 members 
Mstep: Class 7 contains 5252 members 
Mstep: Class 8 contains 12508 members 
Mstep: Class 9 contains 11268 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4111 members 
Mstep: Class 14 contains 3799 members 
Mstep: Class 16 contains 6343 members 
Mstep: Class 17 contains 11835 members 
Mstep: Class 18 contains 4046 members 
Mstep: Class 19 contains 89322 members 
Mstep: Class 21 contains 4155 members 
Mstep: Class 22 contains 18921 members 
Mstep: Class 24 contains 60152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333034.000000 Penalty: 41578.109375
Iteration 50Q: 21 clusters Score -2.133303e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 8374 members 
Mstep: Class 3 contains 2689 members 
Mstep: Class 4 contains 15681 members 
Mstep: Class 5 contains 560 members 
Mstep: Class 6 contains 92168 members 
Mstep: Class 7 contains 5259 members 
Mstep: Class 8 contains 12499 members 
Mstep: Class 9 contains 11271 members 
Mstep: Class 11 contains 2445 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4135 members 
Mstep: Class 14 contains 3796 members 
Mstep: Class 16 contains 6353 members 
Mstep: Class 17 contains 11835 members 
Mstep: Class 18 contains 4049 members 
Mstep: Class 19 contains 89326 members 
Mstep: Class 21 contains 4157 members 
Mstep: Class 22 contains 19021 members 
Mstep: Class 24 contains 60162 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 21 clusters Score -2.133318e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 8361 members 
Mstep: Class 3 contains 2691 members 
Mstep: Class 4 contains 15617 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 92112 members 
Mstep: Class 7 contains 5270 members 
Mstep: Class 8 contains 12493 members 
Mstep: Class 9 contains 11275 members 
Mstep: Class 11 contains 2441 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4161 members 
Mstep: Class 14 contains 3793 members 
Mstep: Class 16 contains 6365 members 
Mstep: Class 17 contains 11834 members 
Mstep: Class 18 contains 4049 members 
Mstep: Class 19 contains 89333 members 
Mstep: Class 21 contains 4166 members 
Mstep: Class 22 contains 19094 members 
Mstep: Class 24 contains 60175 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 21 clusters Score -2.133311e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 8354 members 
Mstep: Class 3 contains 2690 members 
Mstep: Class 4 contains 15549 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 92053 members 
Mstep: Class 7 contains 5277 members 
Mstep: Class 8 contains 12479 members 
Mstep: Class 9 contains 11278 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4187 members 
Mstep: Class 14 contains 3790 members 
Mstep: Class 16 contains 6372 members 
Mstep: Class 17 contains 11841 members 
Mstep: Class 18 contains 4062 members 
Mstep: Class 19 contains 89344 members 
Mstep: Class 21 contains 4170 members 
Mstep: Class 22 contains 19162 members 
Mstep: Class 24 contains 60182 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 21 clusters Score -2.133312e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 8341 members 
Mstep: Class 3 contains 2689 members 
Mstep: Class 4 contains 15487 members 
Mstep: Class 5 contains 551 members 
Mstep: Class 6 contains 92014 members 
Mstep: Class 7 contains 5285 members 
Mstep: Class 8 contains 12465 members 
Mstep: Class 9 contains 11281 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4214 members 
Mstep: Class 14 contains 3788 members 
Mstep: Class 16 contains 6379 members 
Mstep: Class 17 contains 11844 members 
Mstep: Class 18 contains 4075 members 
Mstep: Class 19 contains 89357 members 
Mstep: Class 21 contains 4176 members 
Mstep: Class 22 contains 19209 members 
Mstep: Class 24 contains 60181 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 21 clusters Score -2.133314e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 8334 members 
Mstep: Class 3 contains 2691 members 
Mstep: Class 4 contains 15433 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 6 contains 91976 members 
Mstep: Class 7 contains 5296 members 
Mstep: Class 8 contains 12452 members 
Mstep: Class 9 contains 11282 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4253 members 
Mstep: Class 14 contains 3787 members 
Mstep: Class 16 contains 6378 members 
Mstep: Class 17 contains 11843 members 
Mstep: Class 18 contains 4084 members 
Mstep: Class 19 contains 89368 members 
Mstep: Class 21 contains 4180 members 
Mstep: Class 22 contains 19249 members 
Mstep: Class 24 contains 60178 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 21 clusters Score -2.133317e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 8328 members 
Mstep: Class 3 contains 2692 members 
Mstep: Class 4 contains 15378 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 91948 members 
Mstep: Class 7 contains 5311 members 
Mstep: Class 8 contains 12444 members 
Mstep: Class 9 contains 11282 members 
Mstep: Class 11 contains 2436 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4286 members 
Mstep: Class 14 contains 3782 members 
Mstep: Class 16 contains 6380 members 
Mstep: Class 17 contains 11844 members 
Mstep: Class 18 contains 4093 members 
Mstep: Class 19 contains 89366 members 
Mstep: Class 21 contains 4184 members 
Mstep: Class 22 contains 19290 members 
Mstep: Class 24 contains 60180 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 21 clusters Score -2.13332e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 8324 members 
Mstep: Class 3 contains 2693 members 
Mstep: Class 4 contains 15333 members 
Mstep: Class 5 contains 544 members 
Mstep: Class 6 contains 91919 members 
Mstep: Class 7 contains 5326 members 
Mstep: Class 8 contains 12437 members 
Mstep: Class 9 contains 11282 members 
Mstep: Class 11 contains 2437 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4315 members 
Mstep: Class 14 contains 3781 members 
Mstep: Class 16 contains 6381 members 
Mstep: Class 17 contains 11843 members 
Mstep: Class 18 contains 4093 members 
Mstep: Class 19 contains 89356 members 
Mstep: Class 21 contains 4190 members 
Mstep: Class 22 contains 19325 members 
Mstep: Class 24 contains 60186 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 21 clusters Score -2.133319e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 8316 members 
Mstep: Class 3 contains 2694 members 
Mstep: Class 4 contains 15284 members 
Mstep: Class 5 contains 544 members 
Mstep: Class 6 contains 91877 members 
Mstep: Class 7 contains 5336 members 
Mstep: Class 8 contains 12429 members 
Mstep: Class 9 contains 11282 members 
Mstep: Class 11 contains 2436 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4352 members 
Mstep: Class 14 contains 3779 members 
Mstep: Class 16 contains 6383 members 
Mstep: Class 17 contains 11839 members 
Mstep: Class 18 contains 4100 members 
Mstep: Class 19 contains 89359 members 
Mstep: Class 21 contains 4196 members 
Mstep: Class 22 contains 19368 members 
Mstep: Class 24 contains 60188 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 21 clusters Score -2.133319e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 2695 members 
Mstep: Class 4 contains 15246 members 
Mstep: Class 5 contains 544 members 
Mstep: Class 6 contains 91827 members 
Mstep: Class 7 contains 5348 members 
Mstep: Class 8 contains 12411 members 
Mstep: Class 9 contains 11282 members 
Mstep: Class 11 contains 2434 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4397 members 
Mstep: Class 14 contains 3775 members 
Mstep: Class 16 contains 6385 members 
Mstep: Class 17 contains 11836 members 
Mstep: Class 18 contains 4103 members 
Mstep: Class 19 contains 89361 members 
Mstep: Class 21 contains 4202 members 
Mstep: Class 22 contains 19403 members 
Mstep: Class 24 contains 60201 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 21 clusters Score -2.133321e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 8298 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 15206 members 
Mstep: Class 5 contains 544 members 
Mstep: Class 6 contains 91796 members 
Mstep: Class 7 contains 5362 members 
Mstep: Class 8 contains 12394 members 
Mstep: Class 9 contains 11283 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 4447 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 16 contains 6389 members 
Mstep: Class 17 contains 11835 members 
Mstep: Class 18 contains 4103 members 
Mstep: Class 19 contains 89364 members 
Mstep: Class 21 contains 4207 members 
Mstep: Class 22 contains 19428 members 
Mstep: Class 24 contains 60200 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 21 clusters Score -2.133342e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 8287 members 
Mstep: Class 3 contains 2706 members 
Mstep: Class 4 contains 15161 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 91760 members 
Mstep: Class 7 contains 5371 members 
Mstep: Class 8 contains 12382 members 
Mstep: Class 9 contains 11285 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4493 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 16 contains 6386 members 
Mstep: Class 17 contains 11836 members 
Mstep: Class 18 contains 4102 members 
Mstep: Class 19 contains 89356 members 
Mstep: Class 21 contains 4204 members 
Mstep: Class 22 contains 19464 members 
Mstep: Class 24 contains 60210 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 21 clusters Score -2.133354e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 8276 members 
Mstep: Class 3 contains 2716 members 
Mstep: Class 4 contains 15128 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 91721 members 
Mstep: Class 7 contains 5383 members 
Mstep: Class 8 contains 12385 members 
Mstep: Class 9 contains 11287 members 
Mstep: Class 11 contains 2433 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4527 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 11839 members 
Mstep: Class 18 contains 4102 members 
Mstep: Class 19 contains 89356 members 
Mstep: Class 21 contains 4213 members 
Mstep: Class 22 contains 19500 members 
Mstep: Class 24 contains 60221 members 
Entering Unmasked Estep 
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Iteration 62Q: 21 clusters Score -2.133359e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 8272 members 
Mstep: Class 3 contains 2737 members 
Mstep: Class 4 contains 15094 members 
Mstep: Class 5 contains 493 members 
Mstep: Class 6 contains 91678 members 
Mstep: Class 7 contains 5391 members 
Mstep: Class 8 contains 12379 members 
Mstep: Class 9 contains 11289 members 
Mstep: Class 11 contains 2437 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4567 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 16 contains 6374 members 
Mstep: Class 17 contains 11833 members 
Mstep: Class 18 contains 4106 members 
Mstep: Class 19 contains 89365 members 
Mstep: Class 21 contains 4217 members 
Mstep: Class 22 contains 19532 members 
Mstep: Class 24 contains 60222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333648.000000 Penalty: 41578.109375
Iteration 63Q: 21 clusters Score -2.133365e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 8264 members 
Mstep: Class 3 contains 2755 members 
Mstep: Class 4 contains 15061 members 
Mstep: Class 5 contains 469 members 
Mstep: Class 6 contains 91633 members 
Mstep: Class 7 contains 5399 members 
Mstep: Class 8 contains 12378 members 
Mstep: Class 9 contains 11294 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3774 members 
Mstep: Class 16 contains 6368 members 
Mstep: Class 17 contains 11824 members 
Mstep: Class 18 contains 4107 members 
Mstep: Class 19 contains 89358 members 
Mstep: Class 21 contains 4219 members 
Mstep: Class 22 contains 19562 members 
Mstep: Class 24 contains 60236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333628.000000 Penalty: 41578.109375
Iteration 64Q: 21 clusters Score -2.133363e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 8259 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 15039 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 6 contains 91590 members 
Mstep: Class 7 contains 5404 members 
Mstep: Class 8 contains 12373 members 
Mstep: Class 9 contains 11298 members 
Mstep: Class 11 contains 2443 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4663 members 
Mstep: Class 14 contains 3774 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 11823 members 
Mstep: Class 18 contains 4106 members 
Mstep: Class 19 contains 89349 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 19589 members 
Mstep: Class 24 contains 60242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333704.000000 Penalty: 41578.109375
Iteration 65Q: 21 clusters Score -2.13337e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 8251 members 
Mstep: Class 3 contains 2791 members 
Mstep: Class 4 contains 15021 members 
Mstep: Class 5 contains 433 members 
Mstep: Class 6 contains 91548 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 12365 members 
Mstep: Class 9 contains 11299 members 
Mstep: Class 11 contains 2446 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4700 members 
Mstep: Class 14 contains 3774 members 
Mstep: Class 16 contains 6363 members 
Mstep: Class 17 contains 11823 members 
Mstep: Class 18 contains 4108 members 
Mstep: Class 19 contains 89342 members 
Mstep: Class 21 contains 4223 members 
Mstep: Class 22 contains 19616 members 
Mstep: Class 24 contains 60259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333688.000000 Penalty: 41578.109375
Iteration 66Q: 21 clusters Score -2.133369e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 8241 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 15009 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 91501 members 
Mstep: Class 7 contains 5411 members 
Mstep: Class 8 contains 12349 members 
Mstep: Class 9 contains 11298 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4735 members 
Mstep: Class 14 contains 3771 members 
Mstep: Class 16 contains 6372 members 
Mstep: Class 17 contains 11819 members 
Mstep: Class 18 contains 4110 members 
Mstep: Class 19 contains 89341 members 
Mstep: Class 21 contains 4226 members 
Mstep: Class 22 contains 19632 members 
Mstep: Class 24 contains 60281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333688.000000 Penalty: 41578.109375
Iteration 67Q: 21 clusters Score -2.133369e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 8231 members 
Mstep: Class 3 contains 2806 members 
Mstep: Class 4 contains 15000 members 
Mstep: Class 5 contains 420 members 
Mstep: Class 6 contains 91456 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 12331 members 
Mstep: Class 9 contains 11302 members 
Mstep: Class 11 contains 2448 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4769 members 
Mstep: Class 14 contains 3770 members 
Mstep: Class 16 contains 6376 members 
Mstep: Class 17 contains 11821 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 89330 members 
Mstep: Class 21 contains 4226 members 
Mstep: Class 22 contains 19655 members 
Mstep: Class 24 contains 60299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333712.000000 Penalty: 41578.109375
Iteration 68Q: 21 clusters Score -2.133371e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 8224 members 
Mstep: Class 3 contains 2811 members 
Mstep: Class 4 contains 14996 members 
Mstep: Class 5 contains 415 members 
Mstep: Class 6 contains 91411 members 
Mstep: Class 7 contains 5416 members 
Mstep: Class 8 contains 12313 members 
Mstep: Class 9 contains 11305 members 
Mstep: Class 11 contains 2450 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4802 members 
Mstep: Class 14 contains 3767 members 
Mstep: Class 16 contains 6380 members 
Mstep: Class 17 contains 11817 members 
Mstep: Class 18 contains 4113 members 
Mstep: Class 19 contains 89324 members 
Mstep: Class 21 contains 4228 members 
Mstep: Class 22 contains 19675 members 
Mstep: Class 24 contains 60314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333748.000000 Penalty: 41578.109375
Iteration 69Q: 21 clusters Score -2.133375e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 8218 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 14987 members 
Mstep: Class 5 contains 410 members 
Mstep: Class 6 contains 91398 members 
Mstep: Class 7 contains 5420 members 
Mstep: Class 8 contains 12293 members 
Mstep: Class 9 contains 11306 members 
Mstep: Class 11 contains 2452 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4820 members 
Mstep: Class 14 contains 3767 members 
Mstep: Class 16 contains 6390 members 
Mstep: Class 17 contains 11813 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 89325 members 
Mstep: Class 21 contains 4226 members 
Mstep: Class 22 contains 19689 members 
Mstep: Class 24 contains 60315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333716.000000 Penalty: 41578.109375
Iteration 70Q: 21 clusters Score -2.133372e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 8217 members 
Mstep: Class 3 contains 2820 members 
Mstep: Class 4 contains 14982 members 
Mstep: Class 5 contains 406 members 
Mstep: Class 6 contains 91376 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 12277 members 
Mstep: Class 9 contains 11309 members 
Mstep: Class 11 contains 2451 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4845 members 
Mstep: Class 14 contains 3766 members 
Mstep: Class 16 contains 6395 members 
Mstep: Class 17 contains 11815 members 
Mstep: Class 18 contains 4113 members 
Mstep: Class 19 contains 89319 members 
Mstep: Class 21 contains 4220 members 
Mstep: Class 22 contains 19705 members 
Mstep: Class 24 contains 60321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333748.000000 Penalty: 41578.109375
Iteration 71Q: 21 clusters Score -2.133375e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 8217 members 
Mstep: Class 3 contains 2823 members 
Mstep: Class 4 contains 14972 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 91355 members 
Mstep: Class 7 contains 5420 members 
Mstep: Class 8 contains 12270 members 
Mstep: Class 9 contains 11309 members 
Mstep: Class 11 contains 2449 members 
Mstep: Class 12 contains 1192 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 3766 members 
Mstep: Class 16 contains 6401 members 
Mstep: Class 17 contains 11814 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 89314 members 
Mstep: Class 21 contains 4217 members 
Mstep: Class 22 contains 19715 members 
Mstep: Class 24 contains 60335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333774.000000 Penalty: 41578.109375
Iteration 72Q: 21 clusters Score -2.133377e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 8213 members 
Mstep: Class 3 contains 2826 members 
Mstep: Class 4 contains 14968 members 
Mstep: Class 5 contains 404 members 
Mstep: Class 6 contains 91334 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 12261 members 
Mstep: Class 9 contains 11311 members 
Mstep: Class 11 contains 2450 members 
Mstep: Class 12 contains 1192 members 
Mstep: Class 13 contains 4874 members 
Mstep: Class 14 contains 3766 members 
Mstep: Class 16 contains 6404 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 4117 members 
Mstep: Class 19 contains 89314 members 
Mstep: Class 21 contains 4215 members 
Mstep: Class 22 contains 19723 members 
Mstep: Class 24 contains 60342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333778.000000 Penalty: 41578.109375
Iteration 73Q: 21 clusters Score -2.133378e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 8204 members 
Mstep: Class 3 contains 2829 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 404 members 
Mstep: Class 6 contains 91320 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 12253 members 
Mstep: Class 9 contains 11313 members 
Mstep: Class 11 contains 2451 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4890 members 
Mstep: Class 14 contains 3766 members 
Mstep: Class 16 contains 6408 members 
Mstep: Class 17 contains 11810 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89315 members 
Mstep: Class 21 contains 4213 members 
Mstep: Class 22 contains 19730 members 
Mstep: Class 24 contains 60347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333822.000000 Penalty: 41578.109375
Iteration 74Q: 21 clusters Score -2.133382e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 8198 members 
Mstep: Class 3 contains 2829 members 
Mstep: Class 4 contains 14961 members 
Mstep: Class 5 contains 404 members 
Mstep: Class 6 contains 91308 members 
Mstep: Class 7 contains 5422 members 
Mstep: Class 8 contains 12240 members 
Mstep: Class 9 contains 11318 members 
Mstep: Class 11 contains 2451 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 4898 members 
Mstep: Class 14 contains 3766 members 
Mstep: Class 16 contains 6413 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89307 members 
Mstep: Class 21 contains 4211 members 
Mstep: Class 22 contains 19738 members 
Mstep: Class 24 contains 60352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333842.000000 Penalty: 41578.109375
Iteration 75Q: 21 clusters Score -2.133384e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 8193 members 
Mstep: Class 3 contains 2829 members 
Mstep: Class 4 contains 14961 members 
Mstep: Class 5 contains 403 members 
Mstep: Class 6 contains 91296 members 
Mstep: Class 7 contains 5422 members 
Mstep: Class 8 contains 12237 members 
Mstep: Class 9 contains 11318 members 
Mstep: Class 11 contains 2452 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 4904 members 
Mstep: Class 14 contains 3766 members 
Mstep: Class 16 contains 6424 members 
Mstep: Class 17 contains 11807 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89303 members 
Mstep: Class 21 contains 4212 members 
Mstep: Class 22 contains 19741 members 
Mstep: Class 24 contains 60357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333850.000000 Penalty: 41578.109375
Iteration 76Q: 21 clusters Score -2.133385e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 8188 members 
Mstep: Class 3 contains 2828 members 
Mstep: Class 4 contains 14961 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 91282 members 
Mstep: Class 7 contains 5422 members 
Mstep: Class 8 contains 12236 members 
Mstep: Class 9 contains 11319 members 
Mstep: Class 11 contains 2450 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 3766 members 
Mstep: Class 16 contains 6426 members 
Mstep: Class 17 contains 11805 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89306 members 
Mstep: Class 21 contains 4214 members 
Mstep: Class 22 contains 19741 members 
Mstep: Class 24 contains 60366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333872.000000 Penalty: 41578.109375
Iteration 77Q: 21 clusters Score -2.133387e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 8177 members 
Mstep: Class 3 contains 2828 members 
Mstep: Class 4 contains 14961 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 91268 members 
Mstep: Class 7 contains 5422 members 
Mstep: Class 8 contains 12240 members 
Mstep: Class 9 contains 11321 members 
Mstep: Class 11 contains 2450 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 4918 members 
Mstep: Class 14 contains 3766 members 
Mstep: Class 16 contains 6429 members 
Mstep: Class 17 contains 11805 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89305 members 
Mstep: Class 21 contains 4215 members 
Mstep: Class 22 contains 19737 members 
Mstep: Class 24 contains 60375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21333892.000000 Penalty: 41578.109375
Iteration 78Q: 21 clusters Score -2.133389e+07 nChanged 70
Entering ConstructFrom: 
Score: -21333892.000000 Penalty: 41578.109375
Entering ConstructFrom: 
Trying to split cluster 1 (4834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Entering Unmasked Estep 
Score: -276605.031250 Penalty: 1378.557373
	Iteration 0F: 2 clusters Score -276605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -272704.125000 Penalty: 2757.114746
	Iteration 0F: 3 clusters Score -272704.1 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -273825.937500 Penalty: 2757.114746
	Iteration 1F: 3 clusters Score -273825.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -274088.937500 Penalty: 2757.114746
	Iteration 2F: 3 clusters Score -274088.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -274287.031250 Penalty: 2757.114746
	Iteration 3F: 3 clusters Score -274287 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -274450.781250 Penalty: 2757.114746
	Iteration 4F: 3 clusters Score -274450.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -274587.687500 Penalty: 2757.114746
	Iteration 5Q: 3 clusters Score -274587.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -274697.281250 Penalty: 2757.114746
	Iteration 6Q: 3 clusters Score -274697.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -274789.687500 Penalty: 2757.114746
	Iteration 7Q: 3 clusters Score -274789.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -274866.531250 Penalty: 2757.114746
	Iteration 8Q: 3 clusters Score -274866.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -274939.000000 Penalty: 2757.114746
	Iteration 9Q: 3 clusters Score -274939 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -275030.031250 Penalty: 2757.114746
	Iteration 10Q: 3 clusters Score -275030 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -275112.781250 Penalty: 2757.114746
	Iteration 11Q: 3 clusters Score -275112.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -275174.718750 Penalty: 2757.114746
	Iteration 12Q: 3 clusters Score -275174.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -275228.812500 Penalty: 2757.114746
	Iteration 13Q: 3 clusters Score -275228.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -275274.968750 Penalty: 2757.114746
	Iteration 14Q: 3 clusters Score -275275 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -275324.062500 Penalty: 2757.114746
	Iteration 15Q: 3 clusters Score -275324.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -275359.312500 Penalty: 2757.114746
	Iteration 16Q: 3 clusters Score -275359.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -275398.031250 Penalty: 2757.114746
	Iteration 17Q: 3 clusters Score -275398 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -275434.250000 Penalty: 2757.114746
	Iteration 18Q: 3 clusters Score -275434.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -275459.312500 Penalty: 2757.114746
	Iteration 19Q: 3 clusters Score -275459.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -275478.468750 Penalty: 2757.114746
	Iteration 20F: 3 clusters Score -275478.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -275490.312500 Penalty: 2757.114746
	Iteration 21Q: 3 clusters Score -275490.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -275500.875000 Penalty: 2757.114746
	Iteration 22Q: 3 clusters Score -275500.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -275510.250000 Penalty: 2757.114746
	Iteration 23Q: 3 clusters Score -275510.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -275516.562500 Penalty: 2757.114746
	Iteration 24Q: 3 clusters Score -275516.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -275519.437500 Penalty: 2757.114746
	Iteration 25Q: 3 clusters Score -275519.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -275521.187500 Penalty: 2757.114746
	Iteration 26Q: 3 clusters Score -275521.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -275522.781250 Penalty: 2757.114746
	Iteration 27Q: 3 clusters Score -275522.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -275525.875000 Penalty: 2757.114746
	Iteration 28Q: 3 clusters Score -275525.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -275530.562500 Penalty: 2757.114746
	Iteration 29Q: 3 clusters Score -275530.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -275535.343750 Penalty: 2757.114746
	Iteration 30Q: 3 clusters Score -275535.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -275539.875000 Penalty: 2757.114746
	Iteration 31Q: 3 clusters Score -275539.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -275542.656250 Penalty: 2757.114746
	Iteration 32Q: 3 clusters Score -275542.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -275547.312500 Penalty: 2757.114746
	Iteration 33Q: 3 clusters Score -275547.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -275554.281250 Penalty: 2757.114746
	Iteration 34Q: 3 clusters Score -275554.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -275559.312500 Penalty: 2757.114746
	Iteration 35Q: 3 clusters Score -275559.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -275569.250000 Penalty: 2757.114746
	Iteration 36Q: 3 clusters Score -275569.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -275583.093750 Penalty: 2757.114746
	Iteration 37Q: 3 clusters Score -275583.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -275588.187500 Penalty: 2757.114746
	Iteration 38Q: 3 clusters Score -275588.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -275593.968750 Penalty: 2757.114746
	Iteration 39Q: 3 clusters Score -275594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -275597.156250 Penalty: 2757.114746
	Iteration 40F: 3 clusters Score -275597.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -275597.750000 Penalty: 2757.114746
	Iteration 41Q: 3 clusters Score -275597.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -275597.750000 Penalty: 2757.114746
	Iteration 42F: 3 clusters Score -275597.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Entering Unmasked Estep 
Score: -476751.218750 Penalty: 1463.796631
	Iteration 0F: 2 clusters Score -476751.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -470818.687500 Penalty: 2927.593262
	Iteration 0F: 3 clusters Score -470818.7 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -473167.968750 Penalty: 2927.593262
	Iteration 1F: 3 clusters Score -473168 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -474393.000000 Penalty: 2927.593262
	Iteration 2F: 3 clusters Score -474393 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -475640.375000 Penalty: 2927.593262
	Iteration 3F: 3 clusters Score -475640.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -476466.656250 Penalty: 2927.593262
	Iteration 4F: 3 clusters Score -476466.7 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -477161.687500 Penalty: 2927.593262
	Iteration 5F: 3 clusters Score -477161.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -477646.562500 Penalty: 2927.593262
	Iteration 6F: 3 clusters Score -477646.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -477946.468750 Penalty: 2927.593262
	Iteration 7Q: 3 clusters Score -477946.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -478088.968750 Penalty: 2927.593262
	Iteration 8Q: 3 clusters Score -478089 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -478154.750000 Penalty: 2927.593262
	Iteration 9Q: 3 clusters Score -478154.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -478187.468750 Penalty: 2927.593262
	Iteration 10Q: 3 clusters Score -478187.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -478203.625000 Penalty: 2927.593262
	Iteration 11Q: 3 clusters Score -478203.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -478213.625000 Penalty: 2927.593262
	Iteration 12Q: 3 clusters Score -478213.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -478225.968750 Penalty: 2927.593262
	Iteration 13Q: 3 clusters Score -478226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -478232.187500 Penalty: 2927.593262
	Iteration 14Q: 3 clusters Score -478232.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -478236.375000 Penalty: 2927.593262
	Iteration 15Q: 3 clusters Score -478236.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -478236.062500 Penalty: 2927.593262
	Iteration 16Q: 3 clusters Score -478236.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -478237.031250 Penalty: 2927.593262
	Iteration 17Q: 3 clusters Score -478237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -478239.312500 Penalty: 2927.593262
	Iteration 18Q: 3 clusters Score -478239.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -478240.343750 Penalty: 2927.593262
	Iteration 19Q: 3 clusters Score -478240.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -478242.250000 Penalty: 2927.593262
	Iteration 20F: 3 clusters Score -478242.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -478242.375000 Penalty: 2927.593262
	Iteration 21Q: 3 clusters Score -478242.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -478243.437500 Penalty: 2927.593262
	Iteration 22Q: 3 clusters Score -478243.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -478244.531250 Penalty: 2927.593262
	Iteration 23Q: 3 clusters Score -478244.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -478243.750000 Penalty: 2927.593262
	Iteration 24Q: 3 clusters Score -478243.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -478244.687500 Penalty: 2927.593262
	Iteration 25Q: 3 clusters Score -478244.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -478245.718750 Penalty: 2927.593262
	Iteration 26Q: 3 clusters Score -478245.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -478245.718750 Penalty: 2927.593262
	Iteration 27F: 3 clusters Score -478245.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3723 members 
Mstep: Class 3 contains 2828 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 91255 members 
Mstep: Class 7 contains 5422 members 
Mstep: Class 8 contains 12241 members 
Mstep: Class 9 contains 11324 members 
Mstep: Class 10 contains 4445 members 
Mstep: Class 11 contains 2451 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 4925 members 
Mstep: Class 14 contains 3766 members 
Mstep: Class 16 contains 6428 members 
Mstep: Class 17 contains 11803 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89302 members 
Mstep: Class 21 contains 4217 members 
Mstep: Class 22 contains 19738 members 
Mstep: Class 24 contains 60388 members 
Entering Unmasked Estep 
Score: -21334834.000000 Penalty: 43657.015625
Splitting cluster 2 changes total score from -21333892.000000 to -21334834.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 3 (2828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Entering Unmasked Estep 
Score: -157966.984375 Penalty: 1291.440308
	Iteration 0F: 2 clusters Score -157967 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 1428 members 
Entering Unmasked Estep 
Score: -155341.328125 Penalty: 2582.880615
	Iteration 0F: 3 clusters Score -155341.3 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -156046.140625 Penalty: 2582.880615
	Iteration 1F: 3 clusters Score -156046.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -156247.953125 Penalty: 2582.880615
	Iteration 2F: 3 clusters Score -156248 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -156392.656250 Penalty: 2582.880615
	Iteration 3F: 3 clusters Score -156392.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -156498.515625 Penalty: 2582.880615
	Iteration 4F: 3 clusters Score -156498.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -156579.906250 Penalty: 2582.880615
	Iteration 5Q: 3 clusters Score -156579.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -156663.500000 Penalty: 2582.880615
	Iteration 6Q: 3 clusters Score -156663.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -156738.593750 Penalty: 2582.880615
	Iteration 7Q: 3 clusters Score -156738.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -156815.312500 Penalty: 2582.880615
	Iteration 8Q: 3 clusters Score -156815.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -156881.250000 Penalty: 2582.880615
	Iteration 9Q: 3 clusters Score -156881.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -156953.265625 Penalty: 2582.880615
	Iteration 10Q: 3 clusters Score -156953.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -157019.234375 Penalty: 2582.880615
	Iteration 11Q: 3 clusters Score -157019.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -157070.265625 Penalty: 2582.880615
	Iteration 12Q: 3 clusters Score -157070.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -157122.781250 Penalty: 2582.880615
	Iteration 13Q: 3 clusters Score -157122.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -157164.078125 Penalty: 2582.880615
	Iteration 14Q: 3 clusters Score -157164.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -157199.734375 Penalty: 2582.880615
	Iteration 15Q: 3 clusters Score -157199.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -157232.593750 Penalty: 2582.880615
	Iteration 16Q: 3 clusters Score -157232.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -157255.078125 Penalty: 2582.880615
	Iteration 17Q: 3 clusters Score -157255.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -157266.140625 Penalty: 2582.880615
	Iteration 18Q: 3 clusters Score -157266.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -157283.515625 Penalty: 2582.880615
	Iteration 19Q: 3 clusters Score -157283.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -157295.390625 Penalty: 2582.880615
	Iteration 20F: 3 clusters Score -157295.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -157301.593750 Penalty: 2582.880615
	Iteration 21Q: 3 clusters Score -157301.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -157308.671875 Penalty: 2582.880615
	Iteration 22Q: 3 clusters Score -157308.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -157314.406250 Penalty: 2582.880615
	Iteration 23Q: 3 clusters Score -157314.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -157318.062500 Penalty: 2582.880615
	Iteration 24Q: 3 clusters Score -157318.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -157320.609375 Penalty: 2582.880615
	Iteration 25Q: 3 clusters Score -157320.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -157322.421875 Penalty: 2582.880615
	Iteration 26Q: 3 clusters Score -157322.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -157323.593750 Penalty: 2582.880615
	Iteration 27Q: 3 clusters Score -157323.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -157325.406250 Penalty: 2582.880615
	Iteration 28Q: 3 clusters Score -157325.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -157325.812500 Penalty: 2582.880615
	Iteration 29Q: 3 clusters Score -157325.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -157325.812500 Penalty: 2582.880615
	Iteration 30F: 3 clusters Score -157325.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Entering Unmasked Estep 
Score: -892608.562500 Penalty: 1562.134521
	Iteration 0F: 2 clusters Score -892608.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -882292.625000 Penalty: 3124.269043
	Iteration 0F: 3 clusters Score -882292.6 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -886261.000000 Penalty: 3124.269043
	Iteration 1F: 3 clusters Score -886261 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -887139.562500 Penalty: 3124.269043
	Iteration 2F: 3 clusters Score -887139.6 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -887928.562500 Penalty: 3124.269043
	Iteration 3F: 3 clusters Score -887928.6 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -888501.062500 Penalty: 3124.269043
	Iteration 4F: 3 clusters Score -888501.1 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -888965.812500 Penalty: 3124.269043
	Iteration 5F: 3 clusters Score -888965.8 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -889388.687500 Penalty: 3124.269043
	Iteration 6Q: 3 clusters Score -889388.7 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -889864.125000 Penalty: 3124.269043
	Iteration 7Q: 3 clusters Score -889864.1 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -890348.750000 Penalty: 3124.269043
	Iteration 8Q: 3 clusters Score -890348.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -890873.500000 Penalty: 3124.269043
	Iteration 9Q: 3 clusters Score -890873.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -891282.625000 Penalty: 3124.269043
	Iteration 10Q: 3 clusters Score -891282.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -891519.937500 Penalty: 3124.269043
	Iteration 11Q: 3 clusters Score -891519.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -891677.750000 Penalty: 3124.269043
	Iteration 12Q: 3 clusters Score -891677.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -891751.937500 Penalty: 3124.269043
	Iteration 13Q: 3 clusters Score -891751.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -891805.625000 Penalty: 3124.269043
	Iteration 14Q: 3 clusters Score -891805.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -891846.187500 Penalty: 3124.269043
	Iteration 15Q: 3 clusters Score -891846.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -891868.437500 Penalty: 3124.269043
	Iteration 16Q: 3 clusters Score -891868.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -891886.500000 Penalty: 3124.269043
	Iteration 17Q: 3 clusters Score -891886.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -891901.125000 Penalty: 3124.269043
	Iteration 18Q: 3 clusters Score -891901.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -891919.000000 Penalty: 3124.269043
	Iteration 19Q: 3 clusters Score -891919 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -891942.000000 Penalty: 3124.269043
	Iteration 20F: 3 clusters Score -891942 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -891971.125000 Penalty: 3124.269043
	Iteration 21Q: 3 clusters Score -891971.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -892000.375000 Penalty: 3124.269043
	Iteration 22Q: 3 clusters Score -892000.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -892033.562500 Penalty: 3124.269043
	Iteration 23Q: 3 clusters Score -892033.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -892055.500000 Penalty: 3124.269043
	Iteration 24Q: 3 clusters Score -892055.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -892069.187500 Penalty: 3124.269043
	Iteration 25Q: 3 clusters Score -892069.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -892080.625000 Penalty: 3124.269043
	Iteration 26Q: 3 clusters Score -892080.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -892098.812500 Penalty: 3124.269043
	Iteration 27Q: 3 clusters Score -892098.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -892112.500000 Penalty: 3124.269043
	Iteration 28Q: 3 clusters Score -892112.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -892126.562500 Penalty: 3124.269043
	Iteration 29Q: 3 clusters Score -892126.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -892133.312500 Penalty: 3124.269043
	Iteration 30Q: 3 clusters Score -892133.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -892141.500000 Penalty: 3124.269043
	Iteration 31Q: 3 clusters Score -892141.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -892146.000000 Penalty: 3124.269043
	Iteration 32Q: 3 clusters Score -892146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -892152.625000 Penalty: 3124.269043
	Iteration 33Q: 3 clusters Score -892152.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -892157.125000 Penalty: 3124.269043
	Iteration 34Q: 3 clusters Score -892157.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -892159.125000 Penalty: 3124.269043
	Iteration 35Q: 3 clusters Score -892159.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -892158.500000 Penalty: 3124.269043
	Iteration 36Q: 3 clusters Score -892158.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -892161.062500 Penalty: 3124.269043
	Iteration 37Q: 3 clusters Score -892161.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -892159.937500 Penalty: 3124.269043
	Iteration 38Q: 3 clusters Score -892159.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -892162.812500 Penalty: 3124.269043
	Iteration 39Q: 3 clusters Score -892162.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -892162.812500 Penalty: 3124.269043
	Iteration 40F: 3 clusters Score -892162.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -21004.445312 Penalty: 974.423523
	Iteration 0F: 2 clusters Score -21004.45 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 196 members 
Entering Unmasked Estep 
Score: -20059.091797 Penalty: 1948.847046
	Iteration 0F: 3 clusters Score -20059.09 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20276.484375 Penalty: 1948.847046
	Iteration 1F: 3 clusters Score -20276.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20337.123047 Penalty: 1948.847046
	Iteration 2F: 3 clusters Score -20337.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20380.064453 Penalty: 1948.847046
	Iteration 3Q: 3 clusters Score -20380.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20420.250000 Penalty: 1948.847046
	Iteration 4Q: 3 clusters Score -20420.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20471.439453 Penalty: 1948.847046
	Iteration 5Q: 3 clusters Score -20471.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -20533.529297 Penalty: 1948.847046
	Iteration 6Q: 3 clusters Score -20533.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20643.525391 Penalty: 1948.847046
	Iteration 7Q: 3 clusters Score -20643.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20814.496094 Penalty: 1948.847046
	Iteration 8F: 3 clusters Score -20814.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20954.708984 Penalty: 1948.847046
	Iteration 9Q: 3 clusters Score -20954.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21067.458984 Penalty: 1948.847046
	Iteration 10Q: 3 clusters Score -21067.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21106.705078 Penalty: 1948.847046
	Iteration 11Q: 3 clusters Score -21106.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21115.761719 Penalty: 1948.847046
	Iteration 12Q: 3 clusters Score -21115.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21115.761719 Penalty: 1948.847046
	Iteration 13F: 3 clusters Score -21115.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3723 members 
Mstep: Class 3 contains 2828 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 292 members 
Mstep: Class 6 contains 91255 members 
Mstep: Class 7 contains 5422 members 
Mstep: Class 8 contains 12241 members 
Mstep: Class 9 contains 11324 members 
Mstep: Class 10 contains 4445 members 
Mstep: Class 11 contains 2451 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 4925 members 
Mstep: Class 14 contains 3766 members 
Mstep: Class 15 contains 110 members 
Mstep: Class 16 contains 6428 members 
Mstep: Class 17 contains 11803 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89302 members 
Mstep: Class 21 contains 4217 members 
Mstep: Class 22 contains 19738 members 
Mstep: Class 24 contains 60388 members 
Entering Unmasked Estep 
Score: -21333816.000000 Penalty: 45735.921875
Splitting cluster 5 changes total score from -21333892.000000 to -21333816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (91255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91255 members 
Entering Unmasked Estep 
Score: -5576238.500000 Penalty: 1855.979736
	Iteration 0F: 2 clusters Score -5576238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -5515266.500000 Penalty: 3711.959473
	Iteration 0F: 3 clusters Score -5515266 nChanged 43484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -5540265.500000 Penalty: 3711.959473
	Iteration 1F: 3 clusters Score -5540266 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -5540997.500000 Penalty: 3711.959473
	Iteration 2Q: 3 clusters Score -5540998 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -5542248.500000 Penalty: 3711.959473
	Iteration 3Q: 3 clusters Score -5542248 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -5544319.000000 Penalty: 3711.959473
	Iteration 4Q: 3 clusters Score -5544319 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -5547427.000000 Penalty: 3711.959473
	Iteration 5F: 3 clusters Score -5547427 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59329 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -5551158.500000 Penalty: 3711.959473
	Iteration 6F: 3 clusters Score -5551158 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -5555137.000000 Penalty: 3711.959473
	Iteration 7F: 3 clusters Score -5555137 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67101 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -5558790.500000 Penalty: 3711.959473
	Iteration 8F: 3 clusters Score -5558790 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70522 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -5561841.500000 Penalty: 3711.959473
	Iteration 9F: 3 clusters Score -5561842 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73514 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -5564338.000000 Penalty: 3711.959473
	Iteration 10Q: 3 clusters Score -5564338 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76088 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -5566255.000000 Penalty: 3711.959473
	Iteration 11Q: 3 clusters Score -5566255 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78396 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -5567744.000000 Penalty: 3711.959473
	Iteration 12Q: 3 clusters Score -5567744 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80407 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -5568944.000000 Penalty: 3711.959473
	Iteration 13Q: 3 clusters Score -5568944 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82185 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -5570117.500000 Penalty: 3711.959473
	Iteration 14Q: 3 clusters Score -5570118 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83708 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -5571169.000000 Penalty: 3711.959473
	Iteration 15Q: 3 clusters Score -5571169 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84984 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -5572072.000000 Penalty: 3711.959473
	Iteration 16Q: 3 clusters Score -5572072 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86022 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -5572831.000000 Penalty: 3711.959473
	Iteration 17Q: 3 clusters Score -5572831 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86846 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -5573472.000000 Penalty: 3711.959473
	Iteration 18Q: 3 clusters Score -5573472 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87420 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -5573873.000000 Penalty: 3711.959473
	Iteration 19Q: 3 clusters Score -5573873 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87873 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -5574206.500000 Penalty: 3711.959473
	Iteration 20F: 3 clusters Score -5574206 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88211 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -5574424.000000 Penalty: 3711.959473
	Iteration 21Q: 3 clusters Score -5574424 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88459 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -5574573.000000 Penalty: 3711.959473
	Iteration 22Q: 3 clusters Score -5574573 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88668 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -5574686.500000 Penalty: 3711.959473
	Iteration 23Q: 3 clusters Score -5574686 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88810 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -5574751.000000 Penalty: 3711.959473
	Iteration 24Q: 3 clusters Score -5574751 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88899 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -5574789.000000 Penalty: 3711.959473
	Iteration 25Q: 3 clusters Score -5574789 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88987 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -5574827.000000 Penalty: 3711.959473
	Iteration 26Q: 3 clusters Score -5574827 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89070 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -5574858.500000 Penalty: 3711.959473
	Iteration 27Q: 3 clusters Score -5574858 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89143 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -5574868.500000 Penalty: 3711.959473
	Iteration 28Q: 3 clusters Score -5574868 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89203 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5574880.500000 Penalty: 3711.959473
	Iteration 29Q: 3 clusters Score -5574880 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89245 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5574909.000000 Penalty: 3711.959473
	Iteration 30Q: 3 clusters Score -5574909 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89272 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5574929.000000 Penalty: 3711.959473
	Iteration 31Q: 3 clusters Score -5574929 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89292 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -5574934.000000 Penalty: 3711.959473
	Iteration 32Q: 3 clusters Score -5574934 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89318 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5574949.000000 Penalty: 3711.959473
	Iteration 33Q: 3 clusters Score -5574949 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89339 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5574955.000000 Penalty: 3711.959473
	Iteration 34Q: 3 clusters Score -5574955 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89352 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5574947.500000 Penalty: 3711.959473
	Iteration 35Q: 3 clusters Score -5574948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89370 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5574956.000000 Penalty: 3711.959473
	Iteration 36Q: 3 clusters Score -5574956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89387 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5574958.500000 Penalty: 3711.959473
	Iteration 37Q: 3 clusters Score -5574958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89404 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5574965.500000 Penalty: 3711.959473
	Iteration 38Q: 3 clusters Score -5574966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89418 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5574966.000000 Penalty: 3711.959473
	Iteration 39Q: 3 clusters Score -5574966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89433 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5574971.000000 Penalty: 3711.959473
	Iteration 40F: 3 clusters Score -5574971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89448 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5574974.000000 Penalty: 3711.959473
	Iteration 41Q: 3 clusters Score -5574974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89457 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5574977.500000 Penalty: 3711.959473
	Iteration 42Q: 3 clusters Score -5574978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89463 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5574980.500000 Penalty: 3711.959473
	Iteration 43Q: 3 clusters Score -5574980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89468 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5574984.000000 Penalty: 3711.959473
	Iteration 44Q: 3 clusters Score -5574984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89469 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5574977.500000 Penalty: 3711.959473
	Iteration 45Q: 3 clusters Score -5574978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89468 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5574985.500000 Penalty: 3711.959473
	Iteration 46Q: 3 clusters Score -5574986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89471 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5574994.000000 Penalty: 3711.959473
	Iteration 47Q: 3 clusters Score -5574994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89478 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5574984.500000 Penalty: 3711.959473
	Iteration 48Q: 3 clusters Score -5574984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89484 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5574989.000000 Penalty: 3711.959473
	Iteration 49Q: 3 clusters Score -5574989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89496 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5574988.500000 Penalty: 3711.959473
	Iteration 50Q: 3 clusters Score -5574988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89503 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5574995.000000 Penalty: 3711.959473
	Iteration 51Q: 3 clusters Score -5574995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89509 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5574992.000000 Penalty: 3711.959473
	Iteration 52Q: 3 clusters Score -5574992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89510 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5575002.500000 Penalty: 3711.959473
	Iteration 53Q: 3 clusters Score -5575002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89516 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5574990.000000 Penalty: 3711.959473
	Iteration 54Q: 3 clusters Score -5574990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89519 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5574993.000000 Penalty: 3711.959473
	Iteration 55Q: 3 clusters Score -5574993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89523 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5574994.000000 Penalty: 3711.959473
	Iteration 56Q: 3 clusters Score -5574994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89530 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -5574995.500000 Penalty: 3711.959473
	Iteration 57Q: 3 clusters Score -5574996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89535 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5574999.000000 Penalty: 3711.959473
	Iteration 58Q: 3 clusters Score -5574999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89539 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5574997.500000 Penalty: 3711.959473
	Iteration 59Q: 3 clusters Score -5574998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89546 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5574996.500000 Penalty: 3711.959473
	Iteration 60F: 3 clusters Score -5574996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89548 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5574997.500000 Penalty: 3711.959473
	Iteration 61Q: 3 clusters Score -5574998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89547 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5575002.500000 Penalty: 3711.959473
	Iteration 62Q: 3 clusters Score -5575002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89546 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5575006.000000 Penalty: 3711.959473
	Iteration 63Q: 3 clusters Score -5575006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89544 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5575001.500000 Penalty: 3711.959473
	Iteration 64Q: 3 clusters Score -5575002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89541 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5575007.000000 Penalty: 3711.959473
	Iteration 65Q: 3 clusters Score -5575007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89543 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5575005.000000 Penalty: 3711.959473
	Iteration 66Q: 3 clusters Score -5575005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89544 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5575007.000000 Penalty: 3711.959473
	Iteration 67Q: 3 clusters Score -5575007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89545 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5575012.500000 Penalty: 3711.959473
	Iteration 68Q: 3 clusters Score -5575012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89544 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5575011.000000 Penalty: 3711.959473
	Iteration 69Q: 3 clusters Score -5575011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89544 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5575003.000000 Penalty: 3711.959473
	Iteration 70Q: 3 clusters Score -5575003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89541 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5575015.000000 Penalty: 3711.959473
	Iteration 71Q: 3 clusters Score -5575015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89541 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5575013.000000 Penalty: 3711.959473
	Iteration 72Q: 3 clusters Score -5575013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89541 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5575021.000000 Penalty: 3711.959473
	Iteration 73Q: 3 clusters Score -5575021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89541 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5575019.500000 Penalty: 3711.959473
	Iteration 74Q: 3 clusters Score -5575020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89542 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -5575019.000000 Penalty: 3711.959473
	Iteration 75Q: 3 clusters Score -5575019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89546 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5575014.500000 Penalty: 3711.959473
	Iteration 76Q: 3 clusters Score -5575014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89547 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5575017.000000 Penalty: 3711.959473
	Iteration 77Q: 3 clusters Score -5575017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89550 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5575018.500000 Penalty: 3711.959473
	Iteration 78Q: 3 clusters Score -5575018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89551 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5575024.000000 Penalty: 3711.959473
	Iteration 79Q: 3 clusters Score -5575024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89553 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5575028.500000 Penalty: 3711.959473
	Iteration 80F: 3 clusters Score -5575028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89558 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5575030.000000 Penalty: 3711.959473
	Iteration 81Q: 3 clusters Score -5575030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89558 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5575029.500000 Penalty: 3711.959473
	Iteration 82Q: 3 clusters Score -5575030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89561 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5575027.500000 Penalty: 3711.959473
	Iteration 83Q: 3 clusters Score -5575028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89561 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5575027.500000 Penalty: 3711.959473
	Iteration 84F: 3 clusters Score -5575028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Entering Unmasked Estep 
Score: -342048.593750 Penalty: 1397.210693
	Iteration 0F: 2 clusters Score -342048.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -337862.062500 Penalty: 2794.421387
	Iteration 0F: 3 clusters Score -337862.1 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -339103.843750 Penalty: 2794.421387
	Iteration 1F: 3 clusters Score -339103.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -339265.781250 Penalty: 2794.421387
	Iteration 2F: 3 clusters Score -339265.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -339348.468750 Penalty: 2794.421387
	Iteration 3Q: 3 clusters Score -339348.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -339402.875000 Penalty: 2794.421387
	Iteration 4Q: 3 clusters Score -339402.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -339446.187500 Penalty: 2794.421387
	Iteration 5Q: 3 clusters Score -339446.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -339477.687500 Penalty: 2794.421387
	Iteration 6Q: 3 clusters Score -339477.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -339506.687500 Penalty: 2794.421387
	Iteration 7Q: 3 clusters Score -339506.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -339539.593750 Penalty: 2794.421387
	Iteration 8Q: 3 clusters Score -339539.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -339577.781250 Penalty: 2794.421387
	Iteration 9Q: 3 clusters Score -339577.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -339610.750000 Penalty: 2794.421387
	Iteration 10Q: 3 clusters Score -339610.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -339636.781250 Penalty: 2794.421387
	Iteration 11Q: 3 clusters Score -339636.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -339664.500000 Penalty: 2794.421387
	Iteration 12Q: 3 clusters Score -339664.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -339697.781250 Penalty: 2794.421387
	Iteration 13Q: 3 clusters Score -339697.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -339729.906250 Penalty: 2794.421387
	Iteration 14Q: 3 clusters Score -339729.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -339758.906250 Penalty: 2794.421387
	Iteration 15Q: 3 clusters Score -339758.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -339793.125000 Penalty: 2794.421387
	Iteration 16Q: 3 clusters Score -339793.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -339831.375000 Penalty: 2794.421387
	Iteration 17Q: 3 clusters Score -339831.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -339873.468750 Penalty: 2794.421387
	Iteration 18Q: 3 clusters Score -339873.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -339943.218750 Penalty: 2794.421387
	Iteration 19Q: 3 clusters Score -339943.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -340021.375000 Penalty: 2794.421387
	Iteration 20F: 3 clusters Score -340021.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -340085.750000 Penalty: 2794.421387
	Iteration 21Q: 3 clusters Score -340085.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -340146.718750 Penalty: 2794.421387
	Iteration 22Q: 3 clusters Score -340146.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -340228.687500 Penalty: 2794.421387
	Iteration 23Q: 3 clusters Score -340228.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -340303.937500 Penalty: 2794.421387
	Iteration 24Q: 3 clusters Score -340303.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -340370.062500 Penalty: 2794.421387
	Iteration 25Q: 3 clusters Score -340370.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -340446.750000 Penalty: 2794.421387
	Iteration 26Q: 3 clusters Score -340446.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -340523.656250 Penalty: 2794.421387
	Iteration 27Q: 3 clusters Score -340523.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -340590.906250 Penalty: 2794.421387
	Iteration 28Q: 3 clusters Score -340590.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -340655.843750 Penalty: 2794.421387
	Iteration 29Q: 3 clusters Score -340655.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -340715.531250 Penalty: 2794.421387
	Iteration 30Q: 3 clusters Score -340715.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -340773.093750 Penalty: 2794.421387
	Iteration 31Q: 3 clusters Score -340773.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -340811.250000 Penalty: 2794.421387
	Iteration 32Q: 3 clusters Score -340811.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -340839.500000 Penalty: 2794.421387
	Iteration 33Q: 3 clusters Score -340839.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -340860.218750 Penalty: 2794.421387
	Iteration 34Q: 3 clusters Score -340860.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -340872.625000 Penalty: 2794.421387
	Iteration 35Q: 3 clusters Score -340872.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -340884.156250 Penalty: 2794.421387
	Iteration 36Q: 3 clusters Score -340884.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -340899.125000 Penalty: 2794.421387
	Iteration 37Q: 3 clusters Score -340899.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -340907.562500 Penalty: 2794.421387
	Iteration 38Q: 3 clusters Score -340907.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -340914.437500 Penalty: 2794.421387
	Iteration 39Q: 3 clusters Score -340914.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -340919.906250 Penalty: 2794.421387
	Iteration 40F: 3 clusters Score -340919.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -340924.500000 Penalty: 2794.421387
	Iteration 41Q: 3 clusters Score -340924.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -340930.687500 Penalty: 2794.421387
	Iteration 42Q: 3 clusters Score -340930.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -340935.937500 Penalty: 2794.421387
	Iteration 43Q: 3 clusters Score -340935.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -340938.718750 Penalty: 2794.421387
	Iteration 44Q: 3 clusters Score -340938.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -340941.562500 Penalty: 2794.421387
	Iteration 45Q: 3 clusters Score -340941.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -340942.031250 Penalty: 2794.421387
	Iteration 46Q: 3 clusters Score -340942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -340945.968750 Penalty: 2794.421387
	Iteration 47Q: 3 clusters Score -340946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -340947.656250 Penalty: 2794.421387
	Iteration 48Q: 3 clusters Score -340947.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -340948.406250 Penalty: 2794.421387
	Iteration 49Q: 3 clusters Score -340948.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -340950.375000 Penalty: 2794.421387
	Iteration 50Q: 3 clusters Score -340950.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -340953.750000 Penalty: 2794.421387
	Iteration 51Q: 3 clusters Score -340953.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -340955.718750 Penalty: 2794.421387
	Iteration 52Q: 3 clusters Score -340955.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -340957.187500 Penalty: 2794.421387
	Iteration 53Q: 3 clusters Score -340957.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -340957.093750 Penalty: 2794.421387
	Iteration 54Q: 3 clusters Score -340957.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -340959.093750 Penalty: 2794.421387
	Iteration 55Q: 3 clusters Score -340959.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -340960.031250 Penalty: 2794.421387
	Iteration 56Q: 3 clusters Score -340960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -340959.750000 Penalty: 2794.421387
	Iteration 57Q: 3 clusters Score -340959.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -340960.968750 Penalty: 2794.421387
	Iteration 58Q: 3 clusters Score -340961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -340960.968750 Penalty: 2794.421387
	Iteration 59F: 3 clusters Score -340961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -735721.187500 Penalty: 1529.538696
	Iteration 0F: 2 clusters Score -735721.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -727125.875000 Penalty: 3059.077393
	Iteration 0F: 3 clusters Score -727125.9 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -730142.125000 Penalty: 3059.077393
	Iteration 1F: 3 clusters Score -730142.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -730458.500000 Penalty: 3059.077393
	Iteration 2F: 3 clusters Score -730458.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -730770.000000 Penalty: 3059.077393
	Iteration 3F: 3 clusters Score -730770 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -731034.687500 Penalty: 3059.077393
	Iteration 4Q: 3 clusters Score -731034.7 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -731317.062500 Penalty: 3059.077393
	Iteration 5Q: 3 clusters Score -731317.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -731601.937500 Penalty: 3059.077393
	Iteration 6Q: 3 clusters Score -731601.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -731902.250000 Penalty: 3059.077393
	Iteration 7Q: 3 clusters Score -731902.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -732256.500000 Penalty: 3059.077393
	Iteration 8Q: 3 clusters Score -732256.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -732605.187500 Penalty: 3059.077393
	Iteration 9Q: 3 clusters Score -732605.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -732919.250000 Penalty: 3059.077393
	Iteration 10Q: 3 clusters Score -732919.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -733190.937500 Penalty: 3059.077393
	Iteration 11Q: 3 clusters Score -733190.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -733397.125000 Penalty: 3059.077393
	Iteration 12Q: 3 clusters Score -733397.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -733534.812500 Penalty: 3059.077393
	Iteration 13Q: 3 clusters Score -733534.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -733654.187500 Penalty: 3059.077393
	Iteration 14Q: 3 clusters Score -733654.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -733748.250000 Penalty: 3059.077393
	Iteration 15Q: 3 clusters Score -733748.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -733833.687500 Penalty: 3059.077393
	Iteration 16Q: 3 clusters Score -733833.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -733906.937500 Penalty: 3059.077393
	Iteration 17Q: 3 clusters Score -733906.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -733980.375000 Penalty: 3059.077393
	Iteration 18Q: 3 clusters Score -733980.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -734067.312500 Penalty: 3059.077393
	Iteration 19Q: 3 clusters Score -734067.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -734196.062500 Penalty: 3059.077393
	Iteration 20F: 3 clusters Score -734196.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -734320.250000 Penalty: 3059.077393
	Iteration 21Q: 3 clusters Score -734320.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -734400.187500 Penalty: 3059.077393
	Iteration 22Q: 3 clusters Score -734400.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -734460.437500 Penalty: 3059.077393
	Iteration 23Q: 3 clusters Score -734460.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -734504.750000 Penalty: 3059.077393
	Iteration 24Q: 3 clusters Score -734504.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -734530.437500 Penalty: 3059.077393
	Iteration 25Q: 3 clusters Score -734530.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -734546.000000 Penalty: 3059.077393
	Iteration 26Q: 3 clusters Score -734546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -734553.562500 Penalty: 3059.077393
	Iteration 27Q: 3 clusters Score -734553.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -734562.500000 Penalty: 3059.077393
	Iteration 28Q: 3 clusters Score -734562.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -734571.750000 Penalty: 3059.077393
	Iteration 29Q: 3 clusters Score -734571.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -734580.687500 Penalty: 3059.077393
	Iteration 30Q: 3 clusters Score -734580.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -734590.312500 Penalty: 3059.077393
	Iteration 31Q: 3 clusters Score -734590.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -734598.625000 Penalty: 3059.077393
	Iteration 32Q: 3 clusters Score -734598.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -734603.187500 Penalty: 3059.077393
	Iteration 33Q: 3 clusters Score -734603.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -734606.250000 Penalty: 3059.077393
	Iteration 34Q: 3 clusters Score -734606.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -734609.187500 Penalty: 3059.077393
	Iteration 35Q: 3 clusters Score -734609.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -734608.062500 Penalty: 3059.077393
	Iteration 36Q: 3 clusters Score -734608.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -734608.875000 Penalty: 3059.077393
	Iteration 37Q: 3 clusters Score -734608.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -734609.062500 Penalty: 3059.077393
	Iteration 38Q: 3 clusters Score -734609.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -734609.250000 Penalty: 3059.077393
	Iteration 39Q: 3 clusters Score -734609.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -734611.375000 Penalty: 3059.077393
	Iteration 40F: 3 clusters Score -734611.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -734612.125000 Penalty: 3059.077393
	Iteration 41Q: 3 clusters Score -734612.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -734612.125000 Penalty: 3059.077393
	Iteration 42F: 3 clusters Score -734612.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Entering Unmasked Estep 
Score: -727475.625000 Penalty: 1516.885376
	Iteration 0F: 2 clusters Score -727475.6 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 5583 members 
Entering Unmasked Estep 
Score: -719505.750000 Penalty: 3033.770752
	Iteration 0F: 3 clusters Score -719505.8 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -722134.062500 Penalty: 3033.770752
	Iteration 1F: 3 clusters Score -722134.1 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -722492.437500 Penalty: 3033.770752
	Iteration 2F: 3 clusters Score -722492.4 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -722800.375000 Penalty: 3033.770752
	Iteration 3F: 3 clusters Score -722800.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -723054.312500 Penalty: 3033.770752
	Iteration 4Q: 3 clusters Score -723054.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -723262.687500 Penalty: 3033.770752
	Iteration 5Q: 3 clusters Score -723262.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -723430.062500 Penalty: 3033.770752
	Iteration 6Q: 3 clusters Score -723430.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -723570.312500 Penalty: 3033.770752
	Iteration 7Q: 3 clusters Score -723570.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -723694.750000 Penalty: 3033.770752
	Iteration 8Q: 3 clusters Score -723694.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -723820.000000 Penalty: 3033.770752
	Iteration 9Q: 3 clusters Score -723820 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -723944.000000 Penalty: 3033.770752
	Iteration 10Q: 3 clusters Score -723944 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -724072.187500 Penalty: 3033.770752
	Iteration 11Q: 3 clusters Score -724072.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -724187.500000 Penalty: 3033.770752
	Iteration 12Q: 3 clusters Score -724187.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -724298.250000 Penalty: 3033.770752
	Iteration 13Q: 3 clusters Score -724298.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -724410.437500 Penalty: 3033.770752
	Iteration 14Q: 3 clusters Score -724410.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -724529.312500 Penalty: 3033.770752
	Iteration 15Q: 3 clusters Score -724529.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -724645.062500 Penalty: 3033.770752
	Iteration 16Q: 3 clusters Score -724645.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -724748.125000 Penalty: 3033.770752
	Iteration 17Q: 3 clusters Score -724748.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -724840.875000 Penalty: 3033.770752
	Iteration 18Q: 3 clusters Score -724840.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -724901.812500 Penalty: 3033.770752
	Iteration 19Q: 3 clusters Score -724901.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -724935.125000 Penalty: 3033.770752
	Iteration 20F: 3 clusters Score -724935.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -724959.125000 Penalty: 3033.770752
	Iteration 21Q: 3 clusters Score -724959.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -724976.437500 Penalty: 3033.770752
	Iteration 22Q: 3 clusters Score -724976.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -724981.750000 Penalty: 3033.770752
	Iteration 23Q: 3 clusters Score -724981.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -724992.812500 Penalty: 3033.770752
	Iteration 24Q: 3 clusters Score -724992.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -724999.125000 Penalty: 3033.770752
	Iteration 25Q: 3 clusters Score -724999.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -725009.562500 Penalty: 3033.770752
	Iteration 26Q: 3 clusters Score -725009.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -725014.312500 Penalty: 3033.770752
	Iteration 27Q: 3 clusters Score -725014.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -725022.750000 Penalty: 3033.770752
	Iteration 28Q: 3 clusters Score -725022.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -725027.562500 Penalty: 3033.770752
	Iteration 29Q: 3 clusters Score -725027.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -725034.000000 Penalty: 3033.770752
	Iteration 30Q: 3 clusters Score -725034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -725040.625000 Penalty: 3033.770752
	Iteration 31Q: 3 clusters Score -725040.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -725052.812500 Penalty: 3033.770752
	Iteration 32Q: 3 clusters Score -725052.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -725058.000000 Penalty: 3033.770752
	Iteration 33Q: 3 clusters Score -725058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -725068.000000 Penalty: 3033.770752
	Iteration 34Q: 3 clusters Score -725068 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -725071.187500 Penalty: 3033.770752
	Iteration 35Q: 3 clusters Score -725071.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -725075.375000 Penalty: 3033.770752
	Iteration 36Q: 3 clusters Score -725075.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -725081.687500 Penalty: 3033.770752
	Iteration 37Q: 3 clusters Score -725081.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -725082.187500 Penalty: 3033.770752
	Iteration 38Q: 3 clusters Score -725082.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -725091.312500 Penalty: 3033.770752
	Iteration 39Q: 3 clusters Score -725091.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -725096.750000 Penalty: 3033.770752
	Iteration 40F: 3 clusters Score -725096.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -725100.125000 Penalty: 3033.770752
	Iteration 41Q: 3 clusters Score -725100.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -725104.500000 Penalty: 3033.770752
	Iteration 42Q: 3 clusters Score -725104.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -725113.937500 Penalty: 3033.770752
	Iteration 43Q: 3 clusters Score -725113.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -725115.562500 Penalty: 3033.770752
	Iteration 44Q: 3 clusters Score -725115.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -725121.125000 Penalty: 3033.770752
	Iteration 45Q: 3 clusters Score -725121.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -725122.875000 Penalty: 3033.770752
	Iteration 46Q: 3 clusters Score -725122.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -725128.437500 Penalty: 3033.770752
	Iteration 47Q: 3 clusters Score -725128.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -725130.562500 Penalty: 3033.770752
	Iteration 48Q: 3 clusters Score -725130.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -725134.437500 Penalty: 3033.770752
	Iteration 49Q: 3 clusters Score -725134.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -725137.750000 Penalty: 3033.770752
	Iteration 50Q: 3 clusters Score -725137.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -725139.000000 Penalty: 3033.770752
	Iteration 51Q: 3 clusters Score -725139 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -725144.062500 Penalty: 3033.770752
	Iteration 52Q: 3 clusters Score -725144.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -725146.125000 Penalty: 3033.770752
	Iteration 53Q: 3 clusters Score -725146.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -725150.750000 Penalty: 3033.770752
	Iteration 54Q: 3 clusters Score -725150.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -725157.562500 Penalty: 3033.770752
	Iteration 55Q: 3 clusters Score -725157.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -725164.187500 Penalty: 3033.770752
	Iteration 56Q: 3 clusters Score -725164.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -725172.937500 Penalty: 3033.770752
	Iteration 57Q: 3 clusters Score -725172.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -725181.125000 Penalty: 3033.770752
	Iteration 58Q: 3 clusters Score -725181.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -725201.312500 Penalty: 3033.770752
	Iteration 59Q: 3 clusters Score -725201.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -725218.937500 Penalty: 3033.770752
	Iteration 60F: 3 clusters Score -725218.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -725239.625000 Penalty: 3033.770752
	Iteration 61Q: 3 clusters Score -725239.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -725257.750000 Penalty: 3033.770752
	Iteration 62Q: 3 clusters Score -725257.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -725287.687500 Penalty: 3033.770752
	Iteration 63Q: 3 clusters Score -725287.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -725318.687500 Penalty: 3033.770752
	Iteration 64Q: 3 clusters Score -725318.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -725350.375000 Penalty: 3033.770752
	Iteration 65Q: 3 clusters Score -725350.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -725381.375000 Penalty: 3033.770752
	Iteration 66Q: 3 clusters Score -725381.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -725411.000000 Penalty: 3033.770752
	Iteration 67Q: 3 clusters Score -725411 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -725438.312500 Penalty: 3033.770752
	Iteration 68Q: 3 clusters Score -725438.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -725468.625000 Penalty: 3033.770752
	Iteration 69Q: 3 clusters Score -725468.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -725501.062500 Penalty: 3033.770752
	Iteration 70Q: 3 clusters Score -725501.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -725536.187500 Penalty: 3033.770752
	Iteration 71Q: 3 clusters Score -725536.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -725576.812500 Penalty: 3033.770752
	Iteration 72Q: 3 clusters Score -725576.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -725611.062500 Penalty: 3033.770752
	Iteration 73Q: 3 clusters Score -725611.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -725656.000000 Penalty: 3033.770752
	Iteration 74Q: 3 clusters Score -725656 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -725718.062500 Penalty: 3033.770752
	Iteration 75Q: 3 clusters Score -725718.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -725772.875000 Penalty: 3033.770752
	Iteration 76Q: 3 clusters Score -725772.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -725836.687500 Penalty: 3033.770752
	Iteration 77Q: 3 clusters Score -725836.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -725922.187500 Penalty: 3033.770752
	Iteration 78Q: 3 clusters Score -725922.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -726031.937500 Penalty: 3033.770752
	Iteration 79Q: 3 clusters Score -726031.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -726147.250000 Penalty: 3033.770752
	Iteration 80F: 3 clusters Score -726147.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -726252.750000 Penalty: 3033.770752
	Iteration 81Q: 3 clusters Score -726252.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -726382.062500 Penalty: 3033.770752
	Iteration 82Q: 3 clusters Score -726382.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -726540.750000 Penalty: 3033.770752
	Iteration 83Q: 3 clusters Score -726540.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -726684.812500 Penalty: 3033.770752
	Iteration 84Q: 3 clusters Score -726684.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -726799.687500 Penalty: 3033.770752
	Iteration 85Q: 3 clusters Score -726799.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -726908.562500 Penalty: 3033.770752
	Iteration 86Q: 3 clusters Score -726908.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -726976.750000 Penalty: 3033.770752
	Iteration 87Q: 3 clusters Score -726976.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -727010.250000 Penalty: 3033.770752
	Iteration 88Q: 3 clusters Score -727010.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -727034.437500 Penalty: 3033.770752
	Iteration 89Q: 3 clusters Score -727034.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -727046.000000 Penalty: 3033.770752
	Iteration 90Q: 3 clusters Score -727046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -727052.312500 Penalty: 3033.770752
	Iteration 91Q: 3 clusters Score -727052.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -727057.062500 Penalty: 3033.770752
	Iteration 92Q: 3 clusters Score -727057.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -727064.562500 Penalty: 3033.770752
	Iteration 93Q: 3 clusters Score -727064.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -727067.875000 Penalty: 3033.770752
	Iteration 94Q: 3 clusters Score -727067.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -727070.125000 Penalty: 3033.770752
	Iteration 95Q: 3 clusters Score -727070.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -727071.687500 Penalty: 3033.770752
	Iteration 96Q: 3 clusters Score -727071.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -727072.312500 Penalty: 3033.770752
	Iteration 97Q: 3 clusters Score -727072.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -727072.812500 Penalty: 3033.770752
	Iteration 98Q: 3 clusters Score -727072.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -727072.812500 Penalty: 3033.770752
	Iteration 99F: 3 clusters Score -727072.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Entering Unmasked Estep 
Score: -139108.828125 Penalty: 1268.190796
	Iteration 0F: 2 clusters Score -139108.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -136724.921875 Penalty: 2536.381592
	Iteration 0F: 3 clusters Score -136724.9 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -137288.062500 Penalty: 2536.381592
	Iteration 1F: 3 clusters Score -137288.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -137419.625000 Penalty: 2536.381592
	Iteration 2F: 3 clusters Score -137419.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -137483.234375 Penalty: 2536.381592
	Iteration 3Q: 3 clusters Score -137483.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -137522.953125 Penalty: 2536.381592
	Iteration 4Q: 3 clusters Score -137523 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -137548.031250 Penalty: 2536.381592
	Iteration 5Q: 3 clusters Score -137548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -137567.343750 Penalty: 2536.381592
	Iteration 6Q: 3 clusters Score -137567.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -137585.437500 Penalty: 2536.381592
	Iteration 7Q: 3 clusters Score -137585.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -137598.500000 Penalty: 2536.381592
	Iteration 8Q: 3 clusters Score -137598.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -137610.515625 Penalty: 2536.381592
	Iteration 9Q: 3 clusters Score -137610.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -137626.015625 Penalty: 2536.381592
	Iteration 10Q: 3 clusters Score -137626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -137648.406250 Penalty: 2536.381592
	Iteration 11Q: 3 clusters Score -137648.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -137671.578125 Penalty: 2536.381592
	Iteration 12Q: 3 clusters Score -137671.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -137687.718750 Penalty: 2536.381592
	Iteration 13Q: 3 clusters Score -137687.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -137703.703125 Penalty: 2536.381592
	Iteration 14Q: 3 clusters Score -137703.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -137718.109375 Penalty: 2536.381592
	Iteration 15Q: 3 clusters Score -137718.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -137726.921875 Penalty: 2536.381592
	Iteration 16Q: 3 clusters Score -137726.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -137739.984375 Penalty: 2536.381592
	Iteration 17Q: 3 clusters Score -137740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -137756.500000 Penalty: 2536.381592
	Iteration 18Q: 3 clusters Score -137756.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -137772.968750 Penalty: 2536.381592
	Iteration 19Q: 3 clusters Score -137773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -137784.687500 Penalty: 2536.381592
	Iteration 20F: 3 clusters Score -137784.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -137794.890625 Penalty: 2536.381592
	Iteration 21Q: 3 clusters Score -137794.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -137803.234375 Penalty: 2536.381592
	Iteration 22Q: 3 clusters Score -137803.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -137812.359375 Penalty: 2536.381592
	Iteration 23Q: 3 clusters Score -137812.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -137821.171875 Penalty: 2536.381592
	Iteration 24Q: 3 clusters Score -137821.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -137825.437500 Penalty: 2536.381592
	Iteration 25Q: 3 clusters Score -137825.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -137827.968750 Penalty: 2536.381592
	Iteration 26Q: 3 clusters Score -137828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -137831.015625 Penalty: 2536.381592
	Iteration 27Q: 3 clusters Score -137831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -137835.703125 Penalty: 2536.381592
	Iteration 28Q: 3 clusters Score -137835.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -137841.015625 Penalty: 2536.381592
	Iteration 29Q: 3 clusters Score -137841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -137847.578125 Penalty: 2536.381592
	Iteration 30Q: 3 clusters Score -137847.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -137855.296875 Penalty: 2536.381592
	Iteration 31Q: 3 clusters Score -137855.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -137865.765625 Penalty: 2536.381592
	Iteration 32Q: 3 clusters Score -137865.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -137873.765625 Penalty: 2536.381592
	Iteration 33Q: 3 clusters Score -137873.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -137876.781250 Penalty: 2536.381592
	Iteration 34Q: 3 clusters Score -137876.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -137880.953125 Penalty: 2536.381592
	Iteration 35Q: 3 clusters Score -137881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -137891.343750 Penalty: 2536.381592
	Iteration 36Q: 3 clusters Score -137891.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -137899.171875 Penalty: 2536.381592
	Iteration 37Q: 3 clusters Score -137899.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -137906.671875 Penalty: 2536.381592
	Iteration 38Q: 3 clusters Score -137906.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -137914.593750 Penalty: 2536.381592
	Iteration 39Q: 3 clusters Score -137914.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -137922.656250 Penalty: 2536.381592
	Iteration 40F: 3 clusters Score -137922.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -137930.265625 Penalty: 2536.381592
	Iteration 41Q: 3 clusters Score -137930.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -137939.437500 Penalty: 2536.381592
	Iteration 42Q: 3 clusters Score -137939.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -137946.390625 Penalty: 2536.381592
	Iteration 43Q: 3 clusters Score -137946.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -137949.781250 Penalty: 2536.381592
	Iteration 44Q: 3 clusters Score -137949.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -137953.937500 Penalty: 2536.381592
	Iteration 45Q: 3 clusters Score -137953.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -137959.312500 Penalty: 2536.381592
	Iteration 46Q: 3 clusters Score -137959.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -137963.328125 Penalty: 2536.381592
	Iteration 47Q: 3 clusters Score -137963.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -137969.859375 Penalty: 2536.381592
	Iteration 48Q: 3 clusters Score -137969.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -137975.828125 Penalty: 2536.381592
	Iteration 49Q: 3 clusters Score -137975.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -137979.656250 Penalty: 2536.381592
	Iteration 50Q: 3 clusters Score -137979.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -137982.921875 Penalty: 2536.381592
	Iteration 51Q: 3 clusters Score -137982.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -137987.046875 Penalty: 2536.381592
	Iteration 52Q: 3 clusters Score -137987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -137989.781250 Penalty: 2536.381592
	Iteration 53Q: 3 clusters Score -137989.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -137992.625000 Penalty: 2536.381592
	Iteration 54Q: 3 clusters Score -137992.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -137997.718750 Penalty: 2536.381592
	Iteration 55Q: 3 clusters Score -137997.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -138001.843750 Penalty: 2536.381592
	Iteration 56Q: 3 clusters Score -138001.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -138003.812500 Penalty: 2536.381592
	Iteration 57Q: 3 clusters Score -138003.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -138007.375000 Penalty: 2536.381592
	Iteration 58Q: 3 clusters Score -138007.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -138012.640625 Penalty: 2536.381592
	Iteration 59Q: 3 clusters Score -138012.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -138015.562500 Penalty: 2536.381592
	Iteration 60F: 3 clusters Score -138015.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -138021.859375 Penalty: 2536.381592
	Iteration 61Q: 3 clusters Score -138021.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -138029.109375 Penalty: 2536.381592
	Iteration 62Q: 3 clusters Score -138029.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -138032.812500 Penalty: 2536.381592
	Iteration 63Q: 3 clusters Score -138032.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -138036.125000 Penalty: 2536.381592
	Iteration 64Q: 3 clusters Score -138036.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -138040.562500 Penalty: 2536.381592
	Iteration 65Q: 3 clusters Score -138040.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -138043.968750 Penalty: 2536.381592
	Iteration 66Q: 3 clusters Score -138044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -138047.203125 Penalty: 2536.381592
	Iteration 67Q: 3 clusters Score -138047.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -138049.718750 Penalty: 2536.381592
	Iteration 68Q: 3 clusters Score -138049.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -138050.703125 Penalty: 2536.381592
	Iteration 69Q: 3 clusters Score -138050.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -138051.937500 Penalty: 2536.381592
	Iteration 70Q: 3 clusters Score -138051.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -138052.578125 Penalty: 2536.381592
	Iteration 71Q: 3 clusters Score -138052.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -138053.593750 Penalty: 2536.381592
	Iteration 72Q: 3 clusters Score -138053.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -138054.218750 Penalty: 2536.381592
	Iteration 73Q: 3 clusters Score -138054.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -138054.937500 Penalty: 2536.381592
	Iteration 74Q: 3 clusters Score -138054.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -138057.593750 Penalty: 2536.381592
	Iteration 75Q: 3 clusters Score -138057.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -138061.187500 Penalty: 2536.381592
	Iteration 76Q: 3 clusters Score -138061.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -138063.171875 Penalty: 2536.381592
	Iteration 77Q: 3 clusters Score -138063.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -138065.984375 Penalty: 2536.381592
	Iteration 78Q: 3 clusters Score -138066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -138069.734375 Penalty: 2536.381592
	Iteration 79Q: 3 clusters Score -138069.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -138074.250000 Penalty: 2536.381592
	Iteration 80F: 3 clusters Score -138074.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -138081.890625 Penalty: 2536.381592
	Iteration 81Q: 3 clusters Score -138081.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -138087.843750 Penalty: 2536.381592
	Iteration 82Q: 3 clusters Score -138087.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -138091.390625 Penalty: 2536.381592
	Iteration 83Q: 3 clusters Score -138091.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -138093.515625 Penalty: 2536.381592
	Iteration 84Q: 3 clusters Score -138093.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -138096.203125 Penalty: 2536.381592
	Iteration 85Q: 3 clusters Score -138096.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -138098.921875 Penalty: 2536.381592
	Iteration 86Q: 3 clusters Score -138098.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -138106.453125 Penalty: 2536.381592
	Iteration 87Q: 3 clusters Score -138106.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -138115.375000 Penalty: 2536.381592
	Iteration 88Q: 3 clusters Score -138115.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -138121.843750 Penalty: 2536.381592
	Iteration 89Q: 3 clusters Score -138121.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -138128.265625 Penalty: 2536.381592
	Iteration 90Q: 3 clusters Score -138128.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -138135.328125 Penalty: 2536.381592
	Iteration 91Q: 3 clusters Score -138135.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -138139.968750 Penalty: 2536.381592
	Iteration 92Q: 3 clusters Score -138140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -138142.890625 Penalty: 2536.381592
	Iteration 93Q: 3 clusters Score -138142.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -138145.296875 Penalty: 2536.381592
	Iteration 94Q: 3 clusters Score -138145.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -138146.437500 Penalty: 2536.381592
	Iteration 95Q: 3 clusters Score -138146.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -138148.234375 Penalty: 2536.381592
	Iteration 96Q: 3 clusters Score -138148.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -138153.890625 Penalty: 2536.381592
	Iteration 97Q: 3 clusters Score -138153.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -138159.546875 Penalty: 2536.381592
	Iteration 98Q: 3 clusters Score -138159.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -138164.234375 Penalty: 2536.381592
	Iteration 99Q: 3 clusters Score -138164.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -138170.031250 Penalty: 2536.381592
	Iteration 100F: 3 clusters Score -138170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -138173.781250 Penalty: 2536.381592
	Iteration 101Q: 3 clusters Score -138173.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -138177.781250 Penalty: 2536.381592
	Iteration 102Q: 3 clusters Score -138177.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -138184.515625 Penalty: 2536.381592
	Iteration 103Q: 3 clusters Score -138184.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -138199.062500 Penalty: 2536.381592
	Iteration 104Q: 3 clusters Score -138199.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -138229.718750 Penalty: 2536.381592
	Iteration 105Q: 3 clusters Score -138229.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -138263.484375 Penalty: 2536.381592
	Iteration 106Q: 3 clusters Score -138263.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -138304.812500 Penalty: 2536.381592
	Iteration 107Q: 3 clusters Score -138304.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -138343.562500 Penalty: 2536.381592
	Iteration 108Q: 3 clusters Score -138343.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -138376.640625 Penalty: 2536.381592
	Iteration 109Q: 3 clusters Score -138376.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -138393.718750 Penalty: 2536.381592
	Iteration 110Q: 3 clusters Score -138393.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -138405.921875 Penalty: 2536.381592
	Iteration 111Q: 3 clusters Score -138405.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -138409.000000 Penalty: 2536.381592
	Iteration 112Q: 3 clusters Score -138409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -138411.015625 Penalty: 2536.381592
	Iteration 113Q: 3 clusters Score -138411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -138413.406250 Penalty: 2536.381592
	Iteration 114Q: 3 clusters Score -138413.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -138415.031250 Penalty: 2536.381592
	Iteration 115Q: 3 clusters Score -138415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -138415.843750 Penalty: 2536.381592
	Iteration 116Q: 3 clusters Score -138415.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -138416.500000 Penalty: 2536.381592
	Iteration 117Q: 3 clusters Score -138416.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -138417.265625 Penalty: 2536.381592
	Iteration 118Q: 3 clusters Score -138417.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -138418.125000 Penalty: 2536.381592
	Iteration 119Q: 3 clusters Score -138418.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -138418.953125 Penalty: 2536.381592
	Iteration 120F: 3 clusters Score -138419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -138420.031250 Penalty: 2536.381592
	Iteration 121Q: 3 clusters Score -138420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -138420.031250 Penalty: 2536.381592
	Iteration 122F: 3 clusters Score -138420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Entering Unmasked Estep 
Score: -73838.484375 Penalty: 1151.594971
	Iteration 0F: 2 clusters Score -73838.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -72287.500000 Penalty: 2303.189941
	Iteration 0F: 3 clusters Score -72287.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -72590.359375 Penalty: 2303.189941
	Iteration 1F: 3 clusters Score -72590.36 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -72691.882812 Penalty: 2303.189941
	Iteration 2F: 3 clusters Score -72691.88 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -72743.804688 Penalty: 2303.189941
	Iteration 3Q: 3 clusters Score -72743.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -72785.648438 Penalty: 2303.189941
	Iteration 4Q: 3 clusters Score -72785.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -72805.085938 Penalty: 2303.189941
	Iteration 5Q: 3 clusters Score -72805.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -72819.726562 Penalty: 2303.189941
	Iteration 6Q: 3 clusters Score -72819.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -72832.187500 Penalty: 2303.189941
	Iteration 7Q: 3 clusters Score -72832.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -72839.867188 Penalty: 2303.189941
	Iteration 8Q: 3 clusters Score -72839.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -72844.007812 Penalty: 2303.189941
	Iteration 9Q: 3 clusters Score -72844.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -72845.656250 Penalty: 2303.189941
	Iteration 10Q: 3 clusters Score -72845.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -72846.632812 Penalty: 2303.189941
	Iteration 11Q: 3 clusters Score -72846.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -72846.632812 Penalty: 2303.189941
	Iteration 12F: 3 clusters Score -72846.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Entering Unmasked Estep 
Score: -318525.000000 Penalty: 1381.588013
	Iteration 0F: 2 clusters Score -318525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -314538.125000 Penalty: 2763.176025
	Iteration 0F: 3 clusters Score -314538.1 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -315686.968750 Penalty: 2763.176025
	Iteration 1F: 3 clusters Score -315687 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -315881.125000 Penalty: 2763.176025
	Iteration 2F: 3 clusters Score -315881.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -316005.781250 Penalty: 2763.176025
	Iteration 3F: 3 clusters Score -316005.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -316087.031250 Penalty: 2763.176025
	Iteration 4Q: 3 clusters Score -316087 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -316159.125000 Penalty: 2763.176025
	Iteration 5Q: 3 clusters Score -316159.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -316227.500000 Penalty: 2763.176025
	Iteration 6Q: 3 clusters Score -316227.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -316297.156250 Penalty: 2763.176025
	Iteration 7Q: 3 clusters Score -316297.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -316341.093750 Penalty: 2763.176025
	Iteration 8Q: 3 clusters Score -316341.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -316375.156250 Penalty: 2763.176025
	Iteration 9Q: 3 clusters Score -316375.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -316402.812500 Penalty: 2763.176025
	Iteration 10Q: 3 clusters Score -316402.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -316436.656250 Penalty: 2763.176025
	Iteration 11Q: 3 clusters Score -316436.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -316472.656250 Penalty: 2763.176025
	Iteration 12Q: 3 clusters Score -316472.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -316511.500000 Penalty: 2763.176025
	Iteration 13Q: 3 clusters Score -316511.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -316542.937500 Penalty: 2763.176025
	Iteration 14Q: 3 clusters Score -316542.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -316583.875000 Penalty: 2763.176025
	Iteration 15Q: 3 clusters Score -316583.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -316644.406250 Penalty: 2763.176025
	Iteration 16Q: 3 clusters Score -316644.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -316737.156250 Penalty: 2763.176025
	Iteration 17Q: 3 clusters Score -316737.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -316834.218750 Penalty: 2763.176025
	Iteration 18Q: 3 clusters Score -316834.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -316942.625000 Penalty: 2763.176025
	Iteration 19Q: 3 clusters Score -316942.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -317041.781250 Penalty: 2763.176025
	Iteration 20F: 3 clusters Score -317041.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -317143.437500 Penalty: 2763.176025
	Iteration 21Q: 3 clusters Score -317143.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -317240.843750 Penalty: 2763.176025
	Iteration 22Q: 3 clusters Score -317240.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -317315.500000 Penalty: 2763.176025
	Iteration 23Q: 3 clusters Score -317315.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -317371.562500 Penalty: 2763.176025
	Iteration 24Q: 3 clusters Score -317371.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -317411.125000 Penalty: 2763.176025
	Iteration 25Q: 3 clusters Score -317411.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -317438.156250 Penalty: 2763.176025
	Iteration 26Q: 3 clusters Score -317438.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -317463.156250 Penalty: 2763.176025
	Iteration 27Q: 3 clusters Score -317463.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -317486.031250 Penalty: 2763.176025
	Iteration 28Q: 3 clusters Score -317486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -317503.687500 Penalty: 2763.176025
	Iteration 29Q: 3 clusters Score -317503.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -317516.750000 Penalty: 2763.176025
	Iteration 30Q: 3 clusters Score -317516.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -317526.687500 Penalty: 2763.176025
	Iteration 31Q: 3 clusters Score -317526.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -317534.000000 Penalty: 2763.176025
	Iteration 32Q: 3 clusters Score -317534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -317542.218750 Penalty: 2763.176025
	Iteration 33Q: 3 clusters Score -317542.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -317546.656250 Penalty: 2763.176025
	Iteration 34Q: 3 clusters Score -317546.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -317551.468750 Penalty: 2763.176025
	Iteration 35Q: 3 clusters Score -317551.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -317553.968750 Penalty: 2763.176025
	Iteration 36Q: 3 clusters Score -317554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -317556.156250 Penalty: 2763.176025
	Iteration 37Q: 3 clusters Score -317556.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -317558.187500 Penalty: 2763.176025
	Iteration 38Q: 3 clusters Score -317558.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -317561.406250 Penalty: 2763.176025
	Iteration 39Q: 3 clusters Score -317561.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -317562.750000 Penalty: 2763.176025
	Iteration 40F: 3 clusters Score -317562.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -317565.125000 Penalty: 2763.176025
	Iteration 41Q: 3 clusters Score -317565.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -317565.843750 Penalty: 2763.176025
	Iteration 42Q: 3 clusters Score -317565.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -317567.156250 Penalty: 2763.176025
	Iteration 43Q: 3 clusters Score -317567.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -317568.187500 Penalty: 2763.176025
	Iteration 44Q: 3 clusters Score -317568.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -317570.312500 Penalty: 2763.176025
	Iteration 45Q: 3 clusters Score -317570.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -317570.781250 Penalty: 2763.176025
	Iteration 46Q: 3 clusters Score -317570.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -317573.656250 Penalty: 2763.176025
	Iteration 47Q: 3 clusters Score -317573.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -317574.218750 Penalty: 2763.176025
	Iteration 48Q: 3 clusters Score -317574.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -317573.812500 Penalty: 2763.176025
	Iteration 49Q: 3 clusters Score -317573.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -317574.406250 Penalty: 2763.176025
	Iteration 50Q: 3 clusters Score -317574.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -317575.218750 Penalty: 2763.176025
	Iteration 51Q: 3 clusters Score -317575.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -317575.406250 Penalty: 2763.176025
	Iteration 52Q: 3 clusters Score -317575.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -317575.781250 Penalty: 2763.176025
	Iteration 53Q: 3 clusters Score -317575.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -317575.781250 Penalty: 2763.176025
	Iteration 54F: 3 clusters Score -317575.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Entering Unmasked Estep 
Score: -216796.562500 Penalty: 1337.987427
	Iteration 0F: 2 clusters Score -216796.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -213606.421875 Penalty: 2675.974854
	Iteration 0F: 3 clusters Score -213606.4 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -214449.843750 Penalty: 2675.974854
	Iteration 1F: 3 clusters Score -214449.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -214591.484375 Penalty: 2675.974854
	Iteration 2F: 3 clusters Score -214591.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -214685.781250 Penalty: 2675.974854
	Iteration 3Q: 3 clusters Score -214685.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -214756.343750 Penalty: 2675.974854
	Iteration 4Q: 3 clusters Score -214756.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -214803.796875 Penalty: 2675.974854
	Iteration 5Q: 3 clusters Score -214803.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -214856.015625 Penalty: 2675.974854
	Iteration 6Q: 3 clusters Score -214856 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -214921.046875 Penalty: 2675.974854
	Iteration 7Q: 3 clusters Score -214921 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -215005.609375 Penalty: 2675.974854
	Iteration 8Q: 3 clusters Score -215005.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -215082.515625 Penalty: 2675.974854
	Iteration 9Q: 3 clusters Score -215082.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -215165.703125 Penalty: 2675.974854
	Iteration 10Q: 3 clusters Score -215165.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -215239.000000 Penalty: 2675.974854
	Iteration 11Q: 3 clusters Score -215239 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -215315.343750 Penalty: 2675.974854
	Iteration 12Q: 3 clusters Score -215315.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -215391.937500 Penalty: 2675.974854
	Iteration 13Q: 3 clusters Score -215391.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -215470.125000 Penalty: 2675.974854
	Iteration 14Q: 3 clusters Score -215470.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -215553.890625 Penalty: 2675.974854
	Iteration 15Q: 3 clusters Score -215553.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -215653.687500 Penalty: 2675.974854
	Iteration 16Q: 3 clusters Score -215653.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -215723.906250 Penalty: 2675.974854
	Iteration 17Q: 3 clusters Score -215723.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -215781.140625 Penalty: 2675.974854
	Iteration 18Q: 3 clusters Score -215781.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -215832.531250 Penalty: 2675.974854
	Iteration 19Q: 3 clusters Score -215832.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -215880.093750 Penalty: 2675.974854
	Iteration 20F: 3 clusters Score -215880.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -215919.109375 Penalty: 2675.974854
	Iteration 21Q: 3 clusters Score -215919.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -215949.937500 Penalty: 2675.974854
	Iteration 22Q: 3 clusters Score -215949.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -215976.593750 Penalty: 2675.974854
	Iteration 23Q: 3 clusters Score -215976.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -215993.546875 Penalty: 2675.974854
	Iteration 24Q: 3 clusters Score -215993.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -216008.093750 Penalty: 2675.974854
	Iteration 25Q: 3 clusters Score -216008.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -216020.921875 Penalty: 2675.974854
	Iteration 26Q: 3 clusters Score -216020.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -216034.265625 Penalty: 2675.974854
	Iteration 27Q: 3 clusters Score -216034.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -216046.109375 Penalty: 2675.974854
	Iteration 28Q: 3 clusters Score -216046.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -216058.656250 Penalty: 2675.974854
	Iteration 29Q: 3 clusters Score -216058.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -216064.390625 Penalty: 2675.974854
	Iteration 30Q: 3 clusters Score -216064.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -216069.093750 Penalty: 2675.974854
	Iteration 31Q: 3 clusters Score -216069.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -216074.437500 Penalty: 2675.974854
	Iteration 32Q: 3 clusters Score -216074.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -216077.218750 Penalty: 2675.974854
	Iteration 33Q: 3 clusters Score -216077.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -216078.625000 Penalty: 2675.974854
	Iteration 34Q: 3 clusters Score -216078.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -216079.093750 Penalty: 2675.974854
	Iteration 35Q: 3 clusters Score -216079.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -216079.078125 Penalty: 2675.974854
	Iteration 36Q: 3 clusters Score -216079.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -216079.078125 Penalty: 2675.974854
	Iteration 37F: 3 clusters Score -216079.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Entering Unmasked Estep 
Score: -381571.937500 Penalty: 1424.867920
	Iteration 0F: 2 clusters Score -381571.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -376712.562500 Penalty: 2849.735840
	Iteration 0F: 3 clusters Score -376712.6 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -378240.000000 Penalty: 2849.735840
	Iteration 1F: 3 clusters Score -378240 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -378502.750000 Penalty: 2849.735840
	Iteration 2F: 3 clusters Score -378502.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -378786.093750 Penalty: 2849.735840
	Iteration 3F: 3 clusters Score -378786.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -379078.593750 Penalty: 2849.735840
	Iteration 4F: 3 clusters Score -379078.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -379373.625000 Penalty: 2849.735840
	Iteration 5F: 3 clusters Score -379373.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -379702.312500 Penalty: 2849.735840
	Iteration 6F: 3 clusters Score -379702.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -380043.062500 Penalty: 2849.735840
	Iteration 7F: 3 clusters Score -380043.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -380292.718750 Penalty: 2849.735840
	Iteration 8Q: 3 clusters Score -380292.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -380477.781250 Penalty: 2849.735840
	Iteration 9Q: 3 clusters Score -380477.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -380618.531250 Penalty: 2849.735840
	Iteration 10Q: 3 clusters Score -380618.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -380738.437500 Penalty: 2849.735840
	Iteration 11Q: 3 clusters Score -380738.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -380817.875000 Penalty: 2849.735840
	Iteration 12Q: 3 clusters Score -380817.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -380873.187500 Penalty: 2849.735840
	Iteration 13Q: 3 clusters Score -380873.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -380933.031250 Penalty: 2849.735840
	Iteration 14Q: 3 clusters Score -380933 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -380968.656250 Penalty: 2849.735840
	Iteration 15Q: 3 clusters Score -380968.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -381013.656250 Penalty: 2849.735840
	Iteration 16Q: 3 clusters Score -381013.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -381044.531250 Penalty: 2849.735840
	Iteration 17Q: 3 clusters Score -381044.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -381061.062500 Penalty: 2849.735840
	Iteration 18Q: 3 clusters Score -381061.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -381072.093750 Penalty: 2849.735840
	Iteration 19Q: 3 clusters Score -381072.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -381078.500000 Penalty: 2849.735840
	Iteration 20F: 3 clusters Score -381078.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -381085.250000 Penalty: 2849.735840
	Iteration 21Q: 3 clusters Score -381085.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -381091.187500 Penalty: 2849.735840
	Iteration 22Q: 3 clusters Score -381091.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -381095.656250 Penalty: 2849.735840
	Iteration 23Q: 3 clusters Score -381095.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -381098.187500 Penalty: 2849.735840
	Iteration 24Q: 3 clusters Score -381098.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -381100.343750 Penalty: 2849.735840
	Iteration 25Q: 3 clusters Score -381100.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -381102.687500 Penalty: 2849.735840
	Iteration 26Q: 3 clusters Score -381102.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -381105.343750 Penalty: 2849.735840
	Iteration 27Q: 3 clusters Score -381105.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -381106.187500 Penalty: 2849.735840
	Iteration 28Q: 3 clusters Score -381106.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -381107.937500 Penalty: 2849.735840
	Iteration 29Q: 3 clusters Score -381107.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -381108.375000 Penalty: 2849.735840
	Iteration 30Q: 3 clusters Score -381108.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -381109.031250 Penalty: 2849.735840
	Iteration 31Q: 3 clusters Score -381109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -381108.843750 Penalty: 2849.735840
	Iteration 32Q: 3 clusters Score -381108.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -381108.843750 Penalty: 2849.735840
	Iteration 33F: 3 clusters Score -381108.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Entering Unmasked Estep 
Score: -717974.875000 Penalty: 1523.617676
	Iteration 0F: 2 clusters Score -717974.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -709632.500000 Penalty: 3047.235352
	Iteration 0F: 3 clusters Score -709632.5 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -712555.312500 Penalty: 3047.235352
	Iteration 1F: 3 clusters Score -712555.3 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -712904.500000 Penalty: 3047.235352
	Iteration 2F: 3 clusters Score -712904.5 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -713218.437500 Penalty: 3047.235352
	Iteration 3F: 3 clusters Score -713218.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -713511.937500 Penalty: 3047.235352
	Iteration 4F: 3 clusters Score -713511.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -713785.000000 Penalty: 3047.235352
	Iteration 5Q: 3 clusters Score -713785 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -714068.062500 Penalty: 3047.235352
	Iteration 6Q: 3 clusters Score -714068.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -714320.937500 Penalty: 3047.235352
	Iteration 7Q: 3 clusters Score -714320.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -714567.937500 Penalty: 3047.235352
	Iteration 8Q: 3 clusters Score -714567.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -714818.687500 Penalty: 3047.235352
	Iteration 9Q: 3 clusters Score -714818.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -715056.250000 Penalty: 3047.235352
	Iteration 10Q: 3 clusters Score -715056.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -715266.937500 Penalty: 3047.235352
	Iteration 11Q: 3 clusters Score -715266.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -715427.687500 Penalty: 3047.235352
	Iteration 12Q: 3 clusters Score -715427.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -715554.062500 Penalty: 3047.235352
	Iteration 13Q: 3 clusters Score -715554.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -715675.687500 Penalty: 3047.235352
	Iteration 14Q: 3 clusters Score -715675.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -715781.000000 Penalty: 3047.235352
	Iteration 15Q: 3 clusters Score -715781 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -715863.750000 Penalty: 3047.235352
	Iteration 16Q: 3 clusters Score -715863.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -715922.375000 Penalty: 3047.235352
	Iteration 17Q: 3 clusters Score -715922.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -715985.187500 Penalty: 3047.235352
	Iteration 18Q: 3 clusters Score -715985.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -716036.500000 Penalty: 3047.235352
	Iteration 19Q: 3 clusters Score -716036.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -716086.187500 Penalty: 3047.235352
	Iteration 20F: 3 clusters Score -716086.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -716131.687500 Penalty: 3047.235352
	Iteration 21Q: 3 clusters Score -716131.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -716173.312500 Penalty: 3047.235352
	Iteration 22Q: 3 clusters Score -716173.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -716212.250000 Penalty: 3047.235352
	Iteration 23Q: 3 clusters Score -716212.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -716249.125000 Penalty: 3047.235352
	Iteration 24Q: 3 clusters Score -716249.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -716290.187500 Penalty: 3047.235352
	Iteration 25Q: 3 clusters Score -716290.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -716326.875000 Penalty: 3047.235352
	Iteration 26Q: 3 clusters Score -716326.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -716358.750000 Penalty: 3047.235352
	Iteration 27Q: 3 clusters Score -716358.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -716391.125000 Penalty: 3047.235352
	Iteration 28Q: 3 clusters Score -716391.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -716426.875000 Penalty: 3047.235352
	Iteration 29Q: 3 clusters Score -716426.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -716473.687500 Penalty: 3047.235352
	Iteration 30Q: 3 clusters Score -716473.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -716515.437500 Penalty: 3047.235352
	Iteration 31Q: 3 clusters Score -716515.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -716552.687500 Penalty: 3047.235352
	Iteration 32Q: 3 clusters Score -716552.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -716594.000000 Penalty: 3047.235352
	Iteration 33Q: 3 clusters Score -716594 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -716633.062500 Penalty: 3047.235352
	Iteration 34Q: 3 clusters Score -716633.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -716668.937500 Penalty: 3047.235352
	Iteration 35Q: 3 clusters Score -716668.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -716699.875000 Penalty: 3047.235352
	Iteration 36Q: 3 clusters Score -716699.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -716729.812500 Penalty: 3047.235352
	Iteration 37Q: 3 clusters Score -716729.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -716760.375000 Penalty: 3047.235352
	Iteration 38Q: 3 clusters Score -716760.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -716793.937500 Penalty: 3047.235352
	Iteration 39Q: 3 clusters Score -716793.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -716838.375000 Penalty: 3047.235352
	Iteration 40F: 3 clusters Score -716838.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -716885.875000 Penalty: 3047.235352
	Iteration 41Q: 3 clusters Score -716885.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -716929.500000 Penalty: 3047.235352
	Iteration 42Q: 3 clusters Score -716929.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -716958.812500 Penalty: 3047.235352
	Iteration 43Q: 3 clusters Score -716958.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -716981.125000 Penalty: 3047.235352
	Iteration 44Q: 3 clusters Score -716981.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -717004.437500 Penalty: 3047.235352
	Iteration 45Q: 3 clusters Score -717004.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -717025.437500 Penalty: 3047.235352
	Iteration 46Q: 3 clusters Score -717025.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -717035.375000 Penalty: 3047.235352
	Iteration 47Q: 3 clusters Score -717035.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -717042.062500 Penalty: 3047.235352
	Iteration 48Q: 3 clusters Score -717042.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -717047.187500 Penalty: 3047.235352
	Iteration 49Q: 3 clusters Score -717047.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -717051.312500 Penalty: 3047.235352
	Iteration 50Q: 3 clusters Score -717051.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -717055.812500 Penalty: 3047.235352
	Iteration 51Q: 3 clusters Score -717055.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -717059.062500 Penalty: 3047.235352
	Iteration 52Q: 3 clusters Score -717059.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -717065.875000 Penalty: 3047.235352
	Iteration 53Q: 3 clusters Score -717065.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -717068.875000 Penalty: 3047.235352
	Iteration 54Q: 3 clusters Score -717068.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -717071.250000 Penalty: 3047.235352
	Iteration 55Q: 3 clusters Score -717071.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -717072.625000 Penalty: 3047.235352
	Iteration 56Q: 3 clusters Score -717072.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -717073.500000 Penalty: 3047.235352
	Iteration 57Q: 3 clusters Score -717073.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -717072.687500 Penalty: 3047.235352
	Iteration 58Q: 3 clusters Score -717072.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -717073.500000 Penalty: 3047.235352
	Iteration 59Q: 3 clusters Score -717073.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -717072.937500 Penalty: 3047.235352
	Iteration 60F: 3 clusters Score -717072.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -717072.937500 Penalty: 3047.235352
	Iteration 61Q: 3 clusters Score -717072.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -717074.187500 Penalty: 3047.235352
	Iteration 62Q: 3 clusters Score -717074.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -717075.500000 Penalty: 3047.235352
	Iteration 63Q: 3 clusters Score -717075.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -717074.687500 Penalty: 3047.235352
	Iteration 64Q: 3 clusters Score -717074.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -717075.812500 Penalty: 3047.235352
	Iteration 65Q: 3 clusters Score -717075.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -717075.812500 Penalty: 3047.235352
	Iteration 66F: 3 clusters Score -717075.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Entering Unmasked Estep 
Score: -245203.406250 Penalty: 1352.546997
	Iteration 0F: 2 clusters Score -245203.4 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 2075 members 
Entering Unmasked Estep 
Score: -241787.703125 Penalty: 2705.093994
	Iteration 0F: 3 clusters Score -241787.7 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -242708.109375 Penalty: 2705.093994
	Iteration 1F: 3 clusters Score -242708.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -242907.281250 Penalty: 2705.093994
	Iteration 2F: 3 clusters Score -242907.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -243026.250000 Penalty: 2705.093994
	Iteration 3F: 3 clusters Score -243026.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -243124.578125 Penalty: 2705.093994
	Iteration 4Q: 3 clusters Score -243124.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -243213.515625 Penalty: 2705.093994
	Iteration 5Q: 3 clusters Score -243213.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -243284.390625 Penalty: 2705.093994
	Iteration 6Q: 3 clusters Score -243284.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -243351.531250 Penalty: 2705.093994
	Iteration 7Q: 3 clusters Score -243351.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -243399.703125 Penalty: 2705.093994
	Iteration 8Q: 3 clusters Score -243399.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -243442.453125 Penalty: 2705.093994
	Iteration 9Q: 3 clusters Score -243442.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -243503.203125 Penalty: 2705.093994
	Iteration 10Q: 3 clusters Score -243503.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -243569.781250 Penalty: 2705.093994
	Iteration 11Q: 3 clusters Score -243569.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -243643.609375 Penalty: 2705.093994
	Iteration 12Q: 3 clusters Score -243643.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -243715.812500 Penalty: 2705.093994
	Iteration 13Q: 3 clusters Score -243715.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -243796.156250 Penalty: 2705.093994
	Iteration 14Q: 3 clusters Score -243796.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -243870.062500 Penalty: 2705.093994
	Iteration 15Q: 3 clusters Score -243870.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -243947.718750 Penalty: 2705.093994
	Iteration 16Q: 3 clusters Score -243947.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -244051.125000 Penalty: 2705.093994
	Iteration 17Q: 3 clusters Score -244051.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -244153.500000 Penalty: 2705.093994
	Iteration 18Q: 3 clusters Score -244153.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -244247.953125 Penalty: 2705.093994
	Iteration 19Q: 3 clusters Score -244248 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -244318.406250 Penalty: 2705.093994
	Iteration 20F: 3 clusters Score -244318.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -244380.171875 Penalty: 2705.093994
	Iteration 21Q: 3 clusters Score -244380.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -244415.015625 Penalty: 2705.093994
	Iteration 22Q: 3 clusters Score -244415 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -244436.156250 Penalty: 2705.093994
	Iteration 23Q: 3 clusters Score -244436.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -244446.390625 Penalty: 2705.093994
	Iteration 24Q: 3 clusters Score -244446.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -244453.406250 Penalty: 2705.093994
	Iteration 25Q: 3 clusters Score -244453.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -244457.390625 Penalty: 2705.093994
	Iteration 26Q: 3 clusters Score -244457.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -244459.828125 Penalty: 2705.093994
	Iteration 27Q: 3 clusters Score -244459.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -244460.687500 Penalty: 2705.093994
	Iteration 28Q: 3 clusters Score -244460.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -244461.843750 Penalty: 2705.093994
	Iteration 29Q: 3 clusters Score -244461.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -244462.406250 Penalty: 2705.093994
	Iteration 30Q: 3 clusters Score -244462.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -244464.546875 Penalty: 2705.093994
	Iteration 31Q: 3 clusters Score -244464.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -244467.828125 Penalty: 2705.093994
	Iteration 32Q: 3 clusters Score -244467.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -244471.171875 Penalty: 2705.093994
	Iteration 33Q: 3 clusters Score -244471.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -244475.953125 Penalty: 2705.093994
	Iteration 34Q: 3 clusters Score -244476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -244480.718750 Penalty: 2705.093994
	Iteration 35Q: 3 clusters Score -244480.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -244485.453125 Penalty: 2705.093994
	Iteration 36Q: 3 clusters Score -244485.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -244488.062500 Penalty: 2705.093994
	Iteration 37Q: 3 clusters Score -244488.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -244488.765625 Penalty: 2705.093994
	Iteration 38Q: 3 clusters Score -244488.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -244488.765625 Penalty: 2705.093994
	Iteration 39F: 3 clusters Score -244488.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (89302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89302 members 
Entering Unmasked Estep 
Score: -5708888.000000 Penalty: 1852.464111
	Iteration 0F: 2 clusters Score -5708888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -5649295.000000 Penalty: 3704.928223
	Iteration 0F: 3 clusters Score -5649295 nChanged 42410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -5674294.500000 Penalty: 3704.928223
	Iteration 1F: 3 clusters Score -5674294 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -5675498.500000 Penalty: 3704.928223
	Iteration 2Q: 3 clusters Score -5675498 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -5677076.000000 Penalty: 3704.928223
	Iteration 3Q: 3 clusters Score -5677076 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 50430 members 
Entering Unmasked Estep 
Score: -5679344.500000 Penalty: 3704.928223
	Iteration 4Q: 3 clusters Score -5679344 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -5682508.500000 Penalty: 3704.928223
	Iteration 5F: 3 clusters Score -5682508 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 54630 members 
Entering Unmasked Estep 
Score: -5686196.500000 Penalty: 3704.928223
	Iteration 6F: 3 clusters Score -5686196 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 56198 members 
Entering Unmasked Estep 
Score: -5689987.500000 Penalty: 3704.928223
	Iteration 7F: 3 clusters Score -5689988 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
Score: -5692884.000000 Penalty: 3704.928223
	Iteration 8F: 3 clusters Score -5692884 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 57925 members 
Entering Unmasked Estep 
Score: -5694461.500000 Penalty: 3704.928223
	Iteration 9Q: 3 clusters Score -5694462 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 58570 members 
Entering Unmasked Estep 
Score: -5695202.000000 Penalty: 3704.928223
	Iteration 10Q: 3 clusters Score -5695202 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 59152 members 
Entering Unmasked Estep 
Score: -5695547.000000 Penalty: 3704.928223
	Iteration 11Q: 3 clusters Score -5695547 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 59690 members 
Entering Unmasked Estep 
Score: -5695752.500000 Penalty: 3704.928223
	Iteration 12Q: 3 clusters Score -5695752 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 60206 members 
Entering Unmasked Estep 
Score: -5695969.000000 Penalty: 3704.928223
	Iteration 13Q: 3 clusters Score -5695969 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -5696172.500000 Penalty: 3704.928223
	Iteration 14Q: 3 clusters Score -5696172 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -5696370.000000 Penalty: 3704.928223
	Iteration 15Q: 3 clusters Score -5696370 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 61945 members 
Entering Unmasked Estep 
Score: -5696588.500000 Penalty: 3704.928223
	Iteration 16Q: 3 clusters Score -5696588 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
Score: -5696758.500000 Penalty: 3704.928223
	Iteration 17Q: 3 clusters Score -5696758 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -5696917.500000 Penalty: 3704.928223
	Iteration 18Q: 3 clusters Score -5696918 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 63949 members 
Entering Unmasked Estep 
Score: -5697121.000000 Penalty: 3704.928223
	Iteration 19Q: 3 clusters Score -5697121 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 64701 members 
Entering Unmasked Estep 
Score: -5697316.000000 Penalty: 3704.928223
	Iteration 20F: 3 clusters Score -5697316 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 65513 members 
Entering Unmasked Estep 
Score: -5697571.000000 Penalty: 3704.928223
	Iteration 21Q: 3 clusters Score -5697571 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 66378 members 
Entering Unmasked Estep 
Score: -5697790.000000 Penalty: 3704.928223
	Iteration 22Q: 3 clusters Score -5697790 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 67299 members 
Entering Unmasked Estep 
Score: -5698123.500000 Penalty: 3704.928223
	Iteration 23Q: 3 clusters Score -5698124 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 68240 members 
Entering Unmasked Estep 
Score: -5698348.500000 Penalty: 3704.928223
	Iteration 24Q: 3 clusters Score -5698348 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 69214 members 
Entering Unmasked Estep 
Score: -5698638.000000 Penalty: 3704.928223
	Iteration 25Q: 3 clusters Score -5698638 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 70193 members 
Entering Unmasked Estep 
Score: -5698863.500000 Penalty: 3704.928223
	Iteration 26Q: 3 clusters Score -5698864 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 71186 members 
Entering Unmasked Estep 
Score: -5699117.500000 Penalty: 3704.928223
	Iteration 27Q: 3 clusters Score -5699118 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 72188 members 
Entering Unmasked Estep 
Score: -5699362.000000 Penalty: 3704.928223
	Iteration 28Q: 3 clusters Score -5699362 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 73231 members 
Entering Unmasked Estep 
Score: -5699685.500000 Penalty: 3704.928223
	Iteration 29Q: 3 clusters Score -5699686 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 74341 members 
Entering Unmasked Estep 
Score: -5699994.000000 Penalty: 3704.928223
	Iteration 30Q: 3 clusters Score -5699994 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 75516 members 
Entering Unmasked Estep 
Score: -5700376.500000 Penalty: 3704.928223
	Iteration 31Q: 3 clusters Score -5700376 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 76755 members 
Entering Unmasked Estep 
Score: -5700822.500000 Penalty: 3704.928223
	Iteration 32Q: 3 clusters Score -5700822 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 78052 members 
Entering Unmasked Estep 
Score: -5701352.000000 Penalty: 3704.928223
	Iteration 33Q: 3 clusters Score -5701352 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 79400 members 
Entering Unmasked Estep 
Score: -5701911.500000 Penalty: 3704.928223
	Iteration 34Q: 3 clusters Score -5701912 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 80717 members 
Entering Unmasked Estep 
Score: -5702525.500000 Penalty: 3704.928223
	Iteration 35Q: 3 clusters Score -5702526 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 82092 members 
Entering Unmasked Estep 
Score: -5703219.000000 Penalty: 3704.928223
	Iteration 36Q: 3 clusters Score -5703219 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 83454 members 
Entering Unmasked Estep 
Score: -5703951.000000 Penalty: 3704.928223
	Iteration 37Q: 3 clusters Score -5703951 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 84736 members 
Entering Unmasked Estep 
Score: -5704716.500000 Penalty: 3704.928223
	Iteration 38Q: 3 clusters Score -5704716 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 85875 members 
Entering Unmasked Estep 
Score: -5705414.000000 Penalty: 3704.928223
	Iteration 39Q: 3 clusters Score -5705414 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 86784 members 
Entering Unmasked Estep 
Score: -5705970.500000 Penalty: 3704.928223
	Iteration 40F: 3 clusters Score -5705970 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 87436 members 
Entering Unmasked Estep 
Score: -5706384.500000 Penalty: 3704.928223
	Iteration 41Q: 3 clusters Score -5706384 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 87916 members 
Entering Unmasked Estep 
Score: -5706661.500000 Penalty: 3704.928223
	Iteration 42Q: 3 clusters Score -5706662 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 88224 members 
Entering Unmasked Estep 
Score: -5706856.500000 Penalty: 3704.928223
	Iteration 43Q: 3 clusters Score -5706856 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 88406 members 
Entering Unmasked Estep 
Score: -5706949.000000 Penalty: 3704.928223
	Iteration 44Q: 3 clusters Score -5706949 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 88549 members 
Entering Unmasked Estep 
Score: -5707053.500000 Penalty: 3704.928223
	Iteration 45Q: 3 clusters Score -5707054 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 88648 members 
Entering Unmasked Estep 
Score: -5707132.500000 Penalty: 3704.928223
	Iteration 46Q: 3 clusters Score -5707132 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 88721 members 
Entering Unmasked Estep 
Score: -5707192.500000 Penalty: 3704.928223
	Iteration 47Q: 3 clusters Score -5707192 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 88766 members 
Entering Unmasked Estep 
Score: -5707231.000000 Penalty: 3704.928223
	Iteration 48Q: 3 clusters Score -5707231 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 88794 members 
Entering Unmasked Estep 
Score: -5707259.000000 Penalty: 3704.928223
	Iteration 49Q: 3 clusters Score -5707259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 88809 members 
Entering Unmasked Estep 
Score: -5707269.000000 Penalty: 3704.928223
	Iteration 50Q: 3 clusters Score -5707269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 88820 members 
Entering Unmasked Estep 
Score: -5707281.000000 Penalty: 3704.928223
	Iteration 51Q: 3 clusters Score -5707281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 88830 members 
Entering Unmasked Estep 
Score: -5707277.000000 Penalty: 3704.928223
	Iteration 52Q: 3 clusters Score -5707277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 88834 members 
Entering Unmasked Estep 
Score: -5707276.500000 Penalty: 3704.928223
	Iteration 53Q: 3 clusters Score -5707276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 88838 members 
Entering Unmasked Estep 
Score: -5707278.500000 Penalty: 3704.928223
	Iteration 54Q: 3 clusters Score -5707278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 88840 members 
Entering Unmasked Estep 
Score: -5707281.000000 Penalty: 3704.928223
	Iteration 55Q: 3 clusters Score -5707281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 88841 members 
Entering Unmasked Estep 
Score: -5707293.000000 Penalty: 3704.928223
	Iteration 56Q: 3 clusters Score -5707293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 88844 members 
Entering Unmasked Estep 
Score: -5707290.000000 Penalty: 3704.928223
	Iteration 57Q: 3 clusters Score -5707290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 88845 members 
Entering Unmasked Estep 
Score: -5707296.500000 Penalty: 3704.928223
	Iteration 58Q: 3 clusters Score -5707296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 88848 members 
Entering Unmasked Estep 
Score: -5707293.500000 Penalty: 3704.928223
	Iteration 59Q: 3 clusters Score -5707294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 88853 members 
Entering Unmasked Estep 
Score: -5707293.500000 Penalty: 3704.928223
	Iteration 60F: 3 clusters Score -5707294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 88859 members 
Entering Unmasked Estep 
Score: -5707302.000000 Penalty: 3704.928223
	Iteration 61Q: 3 clusters Score -5707302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 88865 members 
Entering Unmasked Estep 
Score: -5707314.000000 Penalty: 3704.928223
	Iteration 62Q: 3 clusters Score -5707314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 88872 members 
Entering Unmasked Estep 
Score: -5707311.000000 Penalty: 3704.928223
	Iteration 63Q: 3 clusters Score -5707311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 88870 members 
Entering Unmasked Estep 
Score: -5707322.000000 Penalty: 3704.928223
	Iteration 64Q: 3 clusters Score -5707322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 88869 members 
Entering Unmasked Estep 
Score: -5707321.000000 Penalty: 3704.928223
	Iteration 65Q: 3 clusters Score -5707321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 88871 members 
Entering Unmasked Estep 
Score: -5707325.000000 Penalty: 3704.928223
	Iteration 66Q: 3 clusters Score -5707325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 88875 members 
Entering Unmasked Estep 
Score: -5707332.000000 Penalty: 3704.928223
	Iteration 67Q: 3 clusters Score -5707332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 88879 members 
Entering Unmasked Estep 
Score: -5707338.500000 Penalty: 3704.928223
	Iteration 68Q: 3 clusters Score -5707338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 88883 members 
Entering Unmasked Estep 
Score: -5707335.500000 Penalty: 3704.928223
	Iteration 69Q: 3 clusters Score -5707336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 88886 members 
Entering Unmasked Estep 
Score: -5707337.500000 Penalty: 3704.928223
	Iteration 70Q: 3 clusters Score -5707338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 88887 members 
Entering Unmasked Estep 
Score: -5707337.000000 Penalty: 3704.928223
	Iteration 71Q: 3 clusters Score -5707337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 88887 members 
Entering Unmasked Estep 
Score: -5707337.000000 Penalty: 3704.928223
	Iteration 72F: 3 clusters Score -5707337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Entering Unmasked Estep 
Score: -211984.703125 Penalty: 1356.367798
	Iteration 0F: 2 clusters Score -211984.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -208605.687500 Penalty: 2712.735596
	Iteration 0F: 3 clusters Score -208605.7 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -209745.078125 Penalty: 2712.735596
	Iteration 1F: 3 clusters Score -209745.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -210108.265625 Penalty: 2712.735596
	Iteration 2F: 3 clusters Score -210108.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -210326.609375 Penalty: 2712.735596
	Iteration 3F: 3 clusters Score -210326.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -210492.875000 Penalty: 2712.735596
	Iteration 4F: 3 clusters Score -210492.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -210618.218750 Penalty: 2712.735596
	Iteration 5Q: 3 clusters Score -210618.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -210686.828125 Penalty: 2712.735596
	Iteration 6Q: 3 clusters Score -210686.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -210737.796875 Penalty: 2712.735596
	Iteration 7Q: 3 clusters Score -210737.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -210782.515625 Penalty: 2712.735596
	Iteration 8Q: 3 clusters Score -210782.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -210813.906250 Penalty: 2712.735596
	Iteration 9Q: 3 clusters Score -210813.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -210838.187500 Penalty: 2712.735596
	Iteration 10Q: 3 clusters Score -210838.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -210852.218750 Penalty: 2712.735596
	Iteration 11Q: 3 clusters Score -210852.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -210866.718750 Penalty: 2712.735596
	Iteration 12Q: 3 clusters Score -210866.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -210874.937500 Penalty: 2712.735596
	Iteration 13Q: 3 clusters Score -210874.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -210887.468750 Penalty: 2712.735596
	Iteration 14Q: 3 clusters Score -210887.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -210901.359375 Penalty: 2712.735596
	Iteration 15Q: 3 clusters Score -210901.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -210907.062500 Penalty: 2712.735596
	Iteration 16Q: 3 clusters Score -210907.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -210911.937500 Penalty: 2712.735596
	Iteration 17Q: 3 clusters Score -210911.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -210915.640625 Penalty: 2712.735596
	Iteration 18Q: 3 clusters Score -210915.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -210917.375000 Penalty: 2712.735596
	Iteration 19Q: 3 clusters Score -210917.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -210921.515625 Penalty: 2712.735596
	Iteration 20F: 3 clusters Score -210921.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -210928.062500 Penalty: 2712.735596
	Iteration 21Q: 3 clusters Score -210928.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -210934.718750 Penalty: 2712.735596
	Iteration 22Q: 3 clusters Score -210934.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -210938.171875 Penalty: 2712.735596
	Iteration 23Q: 3 clusters Score -210938.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -210942.031250 Penalty: 2712.735596
	Iteration 24Q: 3 clusters Score -210942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -210945.515625 Penalty: 2712.735596
	Iteration 25Q: 3 clusters Score -210945.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -210948.546875 Penalty: 2712.735596
	Iteration 26Q: 3 clusters Score -210948.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -210953.000000 Penalty: 2712.735596
	Iteration 27Q: 3 clusters Score -210953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -210955.781250 Penalty: 2712.735596
	Iteration 28Q: 3 clusters Score -210955.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -210959.312500 Penalty: 2712.735596
	Iteration 29Q: 3 clusters Score -210959.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -210960.328125 Penalty: 2712.735596
	Iteration 30Q: 3 clusters Score -210960.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -210960.984375 Penalty: 2712.735596
	Iteration 31Q: 3 clusters Score -210961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -210961.421875 Penalty: 2712.735596
	Iteration 32Q: 3 clusters Score -210961.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -210962.093750 Penalty: 2712.735596
	Iteration 33Q: 3 clusters Score -210962.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -210963.390625 Penalty: 2712.735596
	Iteration 34Q: 3 clusters Score -210963.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -210964.468750 Penalty: 2712.735596
	Iteration 35Q: 3 clusters Score -210964.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -210965.656250 Penalty: 2712.735596
	Iteration 36Q: 3 clusters Score -210965.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -210966.578125 Penalty: 2712.735596
	Iteration 37Q: 3 clusters Score -210966.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -210967.093750 Penalty: 2712.735596
	Iteration 38Q: 3 clusters Score -210967.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -210968.968750 Penalty: 2712.735596
	Iteration 39Q: 3 clusters Score -210969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -210970.093750 Penalty: 2712.735596
	Iteration 40F: 3 clusters Score -210970.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -210971.843750 Penalty: 2712.735596
	Iteration 41Q: 3 clusters Score -210971.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -210973.656250 Penalty: 2712.735596
	Iteration 42Q: 3 clusters Score -210973.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -210975.421875 Penalty: 2712.735596
	Iteration 43Q: 3 clusters Score -210975.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -210980.406250 Penalty: 2712.735596
	Iteration 44Q: 3 clusters Score -210980.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -210984.515625 Penalty: 2712.735596
	Iteration 45Q: 3 clusters Score -210984.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -210988.640625 Penalty: 2712.735596
	Iteration 46Q: 3 clusters Score -210988.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -210994.234375 Penalty: 2712.735596
	Iteration 47Q: 3 clusters Score -210994.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -211002.984375 Penalty: 2712.735596
	Iteration 48Q: 3 clusters Score -211003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -211008.171875 Penalty: 2712.735596
	Iteration 49Q: 3 clusters Score -211008.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -211012.484375 Penalty: 2712.735596
	Iteration 50Q: 3 clusters Score -211012.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -211016.203125 Penalty: 2712.735596
	Iteration 51Q: 3 clusters Score -211016.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -211018.156250 Penalty: 2712.735596
	Iteration 52Q: 3 clusters Score -211018.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -211021.750000 Penalty: 2712.735596
	Iteration 53Q: 3 clusters Score -211021.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -211025.421875 Penalty: 2712.735596
	Iteration 54Q: 3 clusters Score -211025.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -211030.265625 Penalty: 2712.735596
	Iteration 55Q: 3 clusters Score -211030.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -211035.718750 Penalty: 2712.735596
	Iteration 56Q: 3 clusters Score -211035.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -211042.843750 Penalty: 2712.735596
	Iteration 57Q: 3 clusters Score -211042.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -211046.078125 Penalty: 2712.735596
	Iteration 58Q: 3 clusters Score -211046.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -211050.046875 Penalty: 2712.735596
	Iteration 59Q: 3 clusters Score -211050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -211052.046875 Penalty: 2712.735596
	Iteration 60F: 3 clusters Score -211052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -211054.562500 Penalty: 2712.735596
	Iteration 61Q: 3 clusters Score -211054.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -211055.781250 Penalty: 2712.735596
	Iteration 62Q: 3 clusters Score -211055.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -211057.281250 Penalty: 2712.735596
	Iteration 63Q: 3 clusters Score -211057.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -211059.250000 Penalty: 2712.735596
	Iteration 64Q: 3 clusters Score -211059.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -211060.953125 Penalty: 2712.735596
	Iteration 65Q: 3 clusters Score -211061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -211063.781250 Penalty: 2712.735596
	Iteration 66Q: 3 clusters Score -211063.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -211064.984375 Penalty: 2712.735596
	Iteration 67Q: 3 clusters Score -211065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -211066.937500 Penalty: 2712.735596
	Iteration 68Q: 3 clusters Score -211066.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -211069.984375 Penalty: 2712.735596
	Iteration 69Q: 3 clusters Score -211070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -211074.968750 Penalty: 2712.735596
	Iteration 70Q: 3 clusters Score -211075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -211078.546875 Penalty: 2712.735596
	Iteration 71Q: 3 clusters Score -211078.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -211083.125000 Penalty: 2712.735596
	Iteration 72Q: 3 clusters Score -211083.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -211088.406250 Penalty: 2712.735596
	Iteration 73Q: 3 clusters Score -211088.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -211094.484375 Penalty: 2712.735596
	Iteration 74Q: 3 clusters Score -211094.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -211099.328125 Penalty: 2712.735596
	Iteration 75Q: 3 clusters Score -211099.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -211103.968750 Penalty: 2712.735596
	Iteration 76Q: 3 clusters Score -211104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -211106.468750 Penalty: 2712.735596
	Iteration 77Q: 3 clusters Score -211106.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -211109.828125 Penalty: 2712.735596
	Iteration 78Q: 3 clusters Score -211109.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -211117.390625 Penalty: 2712.735596
	Iteration 79Q: 3 clusters Score -211117.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -211121.156250 Penalty: 2712.735596
	Iteration 80F: 3 clusters Score -211121.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -211121.890625 Penalty: 2712.735596
	Iteration 81Q: 3 clusters Score -211121.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -211122.171875 Penalty: 2712.735596
	Iteration 82Q: 3 clusters Score -211122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -211123.625000 Penalty: 2712.735596
	Iteration 83Q: 3 clusters Score -211123.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -211123.593750 Penalty: 2712.735596
	Iteration 84Q: 3 clusters Score -211123.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -211123.593750 Penalty: 2712.735596
	Iteration 85F: 3 clusters Score -211123.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Entering Unmasked Estep 
Score: -1229396.250000 Penalty: 1607.173828
	Iteration 0F: 2 clusters Score -1229396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1215852.375000 Penalty: 3214.347656
	Iteration 0F: 3 clusters Score -1215852 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1220629.500000 Penalty: 3214.347656
	Iteration 1F: 3 clusters Score -1220630 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1220971.750000 Penalty: 3214.347656
	Iteration 2Q: 3 clusters Score -1220972 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1221286.250000 Penalty: 3214.347656
	Iteration 3Q: 3 clusters Score -1221286 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1221597.125000 Penalty: 3214.347656
	Iteration 4Q: 3 clusters Score -1221597 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1221874.875000 Penalty: 3214.347656
	Iteration 5Q: 3 clusters Score -1221875 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1222179.250000 Penalty: 3214.347656
	Iteration 6Q: 3 clusters Score -1222179 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1222625.750000 Penalty: 3214.347656
	Iteration 7Q: 3 clusters Score -1222626 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1223159.125000 Penalty: 3214.347656
	Iteration 8Q: 3 clusters Score -1223159 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1223845.875000 Penalty: 3214.347656
	Iteration 9Q: 3 clusters Score -1223846 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1224565.000000 Penalty: 3214.347656
	Iteration 10F: 3 clusters Score -1224565 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1225202.000000 Penalty: 3214.347656
	Iteration 11Q: 3 clusters Score -1225202 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1225667.625000 Penalty: 3214.347656
	Iteration 12Q: 3 clusters Score -1225668 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1225951.625000 Penalty: 3214.347656
	Iteration 13Q: 3 clusters Score -1225952 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1226143.500000 Penalty: 3214.347656
	Iteration 14Q: 3 clusters Score -1226144 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1226280.875000 Penalty: 3214.347656
	Iteration 15Q: 3 clusters Score -1226281 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1226375.250000 Penalty: 3214.347656
	Iteration 16Q: 3 clusters Score -1226375 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -1226447.750000 Penalty: 3214.347656
	Iteration 17Q: 3 clusters Score -1226448 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -1226522.500000 Penalty: 3214.347656
	Iteration 18Q: 3 clusters Score -1226522 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -1226593.750000 Penalty: 3214.347656
	Iteration 19Q: 3 clusters Score -1226594 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1226650.875000 Penalty: 3214.347656
	Iteration 20F: 3 clusters Score -1226651 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -1226707.375000 Penalty: 3214.347656
	Iteration 21Q: 3 clusters Score -1226707 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -1226760.250000 Penalty: 3214.347656
	Iteration 22Q: 3 clusters Score -1226760 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -1226807.000000 Penalty: 3214.347656
	Iteration 23Q: 3 clusters Score -1226807 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -1226877.875000 Penalty: 3214.347656
	Iteration 24Q: 3 clusters Score -1226878 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -1226950.500000 Penalty: 3214.347656
	Iteration 25Q: 3 clusters Score -1226950 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -1227046.875000 Penalty: 3214.347656
	Iteration 26Q: 3 clusters Score -1227047 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -1227134.125000 Penalty: 3214.347656
	Iteration 27Q: 3 clusters Score -1227134 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -1227216.375000 Penalty: 3214.347656
	Iteration 28Q: 3 clusters Score -1227216 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -1227291.750000 Penalty: 3214.347656
	Iteration 29Q: 3 clusters Score -1227292 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -1227360.500000 Penalty: 3214.347656
	Iteration 30Q: 3 clusters Score -1227360 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -1227426.875000 Penalty: 3214.347656
	Iteration 31Q: 3 clusters Score -1227427 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -1227485.125000 Penalty: 3214.347656
	Iteration 32Q: 3 clusters Score -1227485 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -1227551.250000 Penalty: 3214.347656
	Iteration 33Q: 3 clusters Score -1227551 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -1227603.125000 Penalty: 3214.347656
	Iteration 34Q: 3 clusters Score -1227603 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -1227644.500000 Penalty: 3214.347656
	Iteration 35Q: 3 clusters Score -1227644 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -1227671.875000 Penalty: 3214.347656
	Iteration 36Q: 3 clusters Score -1227672 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -1227698.125000 Penalty: 3214.347656
	Iteration 37Q: 3 clusters Score -1227698 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -1227716.125000 Penalty: 3214.347656
	Iteration 38Q: 3 clusters Score -1227716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -1227734.500000 Penalty: 3214.347656
	Iteration 39Q: 3 clusters Score -1227734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -1227753.875000 Penalty: 3214.347656
	Iteration 40F: 3 clusters Score -1227754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -1227762.625000 Penalty: 3214.347656
	Iteration 41Q: 3 clusters Score -1227763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -1227773.000000 Penalty: 3214.347656
	Iteration 42Q: 3 clusters Score -1227773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -1227781.000000 Penalty: 3214.347656
	Iteration 43Q: 3 clusters Score -1227781 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -1227793.875000 Penalty: 3214.347656
	Iteration 44Q: 3 clusters Score -1227794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -1227802.500000 Penalty: 3214.347656
	Iteration 45Q: 3 clusters Score -1227802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -1227811.125000 Penalty: 3214.347656
	Iteration 46Q: 3 clusters Score -1227811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -1227820.625000 Penalty: 3214.347656
	Iteration 47Q: 3 clusters Score -1227821 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -1227842.500000 Penalty: 3214.347656
	Iteration 48Q: 3 clusters Score -1227842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -1227854.875000 Penalty: 3214.347656
	Iteration 49Q: 3 clusters Score -1227855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -1227865.875000 Penalty: 3214.347656
	Iteration 50Q: 3 clusters Score -1227866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -1227876.875000 Penalty: 3214.347656
	Iteration 51Q: 3 clusters Score -1227877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -1227885.125000 Penalty: 3214.347656
	Iteration 52Q: 3 clusters Score -1227885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -1227890.500000 Penalty: 3214.347656
	Iteration 53Q: 3 clusters Score -1227890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -1227892.750000 Penalty: 3214.347656
	Iteration 54Q: 3 clusters Score -1227893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -1227895.750000 Penalty: 3214.347656
	Iteration 55Q: 3 clusters Score -1227896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -1227900.625000 Penalty: 3214.347656
	Iteration 56Q: 3 clusters Score -1227901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -1227902.625000 Penalty: 3214.347656
	Iteration 57Q: 3 clusters Score -1227903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -1227912.375000 Penalty: 3214.347656
	Iteration 58Q: 3 clusters Score -1227912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -1227924.125000 Penalty: 3214.347656
	Iteration 59Q: 3 clusters Score -1227924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -1227933.000000 Penalty: 3214.347656
	Iteration 60F: 3 clusters Score -1227933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -1227936.250000 Penalty: 3214.347656
	Iteration 61Q: 3 clusters Score -1227936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -1227938.500000 Penalty: 3214.347656
	Iteration 62Q: 3 clusters Score -1227938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -1227940.375000 Penalty: 3214.347656
	Iteration 63Q: 3 clusters Score -1227940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -1227943.125000 Penalty: 3214.347656
	Iteration 64Q: 3 clusters Score -1227943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -1227940.750000 Penalty: 3214.347656
	Iteration 65Q: 3 clusters Score -1227941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -1227943.000000 Penalty: 3214.347656
	Iteration 66Q: 3 clusters Score -1227943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -1227944.625000 Penalty: 3214.347656
	Iteration 67Q: 3 clusters Score -1227945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -1227945.625000 Penalty: 3214.347656
	Iteration 68Q: 3 clusters Score -1227946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -1227946.500000 Penalty: 3214.347656
	Iteration 69Q: 3 clusters Score -1227946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -1227948.500000 Penalty: 3214.347656
	Iteration 70Q: 3 clusters Score -1227948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -1227950.375000 Penalty: 3214.347656
	Iteration 71Q: 3 clusters Score -1227950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -1227953.000000 Penalty: 3214.347656
	Iteration 72Q: 3 clusters Score -1227953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -1227952.750000 Penalty: 3214.347656
	Iteration 73Q: 3 clusters Score -1227953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -1227956.375000 Penalty: 3214.347656
	Iteration 74Q: 3 clusters Score -1227956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -1227956.750000 Penalty: 3214.347656
	Iteration 75Q: 3 clusters Score -1227957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -1227956.750000 Penalty: 3214.347656
	Iteration 76F: 3 clusters Score -1227957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (60388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Entering Unmasked Estep 
Score: -3691182.750000 Penalty: 1788.888672
	Iteration 0F: 2 clusters Score -3691183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -3650843.250000 Penalty: 3577.777344
	Iteration 0F: 3 clusters Score -3650843 nChanged 28547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -3667586.000000 Penalty: 3577.777344
	Iteration 1F: 3 clusters Score -3667586 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -3668478.500000 Penalty: 3577.777344
	Iteration 2Q: 3 clusters Score -3668478 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -3669519.500000 Penalty: 3577.777344
	Iteration 3Q: 3 clusters Score -3669520 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -3670837.500000 Penalty: 3577.777344
	Iteration 4Q: 3 clusters Score -3670838 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -3672387.250000 Penalty: 3577.777344
	Iteration 5F: 3 clusters Score -3672387 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -3674222.750000 Penalty: 3577.777344
	Iteration 6F: 3 clusters Score -3674223 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -3676502.750000 Penalty: 3577.777344
	Iteration 7F: 3 clusters Score -3676503 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -3678986.750000 Penalty: 3577.777344
	Iteration 8F: 3 clusters Score -3678987 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3680824.250000 Penalty: 3577.777344
	Iteration 9Q: 3 clusters Score -3680824 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -3681801.500000 Penalty: 3577.777344
	Iteration 10Q: 3 clusters Score -3681802 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -3682271.750000 Penalty: 3577.777344
	Iteration 11Q: 3 clusters Score -3682272 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -3682589.000000 Penalty: 3577.777344
	Iteration 12Q: 3 clusters Score -3682589 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -3682893.250000 Penalty: 3577.777344
	Iteration 13Q: 3 clusters Score -3682893 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -3683160.000000 Penalty: 3577.777344
	Iteration 14Q: 3 clusters Score -3683160 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -3683391.250000 Penalty: 3577.777344
	Iteration 15Q: 3 clusters Score -3683391 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -3683698.000000 Penalty: 3577.777344
	Iteration 16Q: 3 clusters Score -3683698 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -3684018.250000 Penalty: 3577.777344
	Iteration 17Q: 3 clusters Score -3684018 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -3684339.250000 Penalty: 3577.777344
	Iteration 18Q: 3 clusters Score -3684339 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3684699.750000 Penalty: 3577.777344
	Iteration 19Q: 3 clusters Score -3684700 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -3685071.250000 Penalty: 3577.777344
	Iteration 20F: 3 clusters Score -3685071 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -3685483.000000 Penalty: 3577.777344
	Iteration 21Q: 3 clusters Score -3685483 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3685869.250000 Penalty: 3577.777344
	Iteration 22Q: 3 clusters Score -3685869 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -3686285.250000 Penalty: 3577.777344
	Iteration 23Q: 3 clusters Score -3686285 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -3686677.250000 Penalty: 3577.777344
	Iteration 24Q: 3 clusters Score -3686677 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -3687027.500000 Penalty: 3577.777344
	Iteration 25Q: 3 clusters Score -3687028 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -3687383.000000 Penalty: 3577.777344
	Iteration 26Q: 3 clusters Score -3687383 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -3687662.250000 Penalty: 3577.777344
	Iteration 27Q: 3 clusters Score -3687662 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -3687956.750000 Penalty: 3577.777344
	Iteration 28Q: 3 clusters Score -3687957 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -3688180.500000 Penalty: 3577.777344
	Iteration 29Q: 3 clusters Score -3688180 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -3688416.000000 Penalty: 3577.777344
	Iteration 30Q: 3 clusters Score -3688416 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -3688627.000000 Penalty: 3577.777344
	Iteration 31Q: 3 clusters Score -3688627 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -3688795.250000 Penalty: 3577.777344
	Iteration 32Q: 3 clusters Score -3688795 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55499 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -3688957.250000 Penalty: 3577.777344
	Iteration 33Q: 3 clusters Score -3688957 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55921 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -3689107.500000 Penalty: 3577.777344
	Iteration 34Q: 3 clusters Score -3689108 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -3689220.000000 Penalty: 3577.777344
	Iteration 35Q: 3 clusters Score -3689220 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -3689313.250000 Penalty: 3577.777344
	Iteration 36Q: 3 clusters Score -3689313 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56911 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3689418.000000 Penalty: 3577.777344
	Iteration 37Q: 3 clusters Score -3689418 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57195 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -3689518.500000 Penalty: 3577.777344
	Iteration 38Q: 3 clusters Score -3689518 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57434 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3689582.500000 Penalty: 3577.777344
	Iteration 39Q: 3 clusters Score -3689582 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3689635.250000 Penalty: 3577.777344
	Iteration 40F: 3 clusters Score -3689635 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57816 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3689682.750000 Penalty: 3577.777344
	Iteration 41Q: 3 clusters Score -3689683 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57967 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3689739.750000 Penalty: 3577.777344
	Iteration 42Q: 3 clusters Score -3689740 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58106 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3689762.250000 Penalty: 3577.777344
	Iteration 43Q: 3 clusters Score -3689762 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3689783.500000 Penalty: 3577.777344
	Iteration 44Q: 3 clusters Score -3689784 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58298 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3689804.500000 Penalty: 3577.777344
	Iteration 45Q: 3 clusters Score -3689804 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58355 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3689814.500000 Penalty: 3577.777344
	Iteration 46Q: 3 clusters Score -3689814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58406 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3689821.000000 Penalty: 3577.777344
	Iteration 47Q: 3 clusters Score -3689821 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3689834.250000 Penalty: 3577.777344
	Iteration 48Q: 3 clusters Score -3689834 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58502 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3689834.500000 Penalty: 3577.777344
	Iteration 49Q: 3 clusters Score -3689834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3689834.250000 Penalty: 3577.777344
	Iteration 50Q: 3 clusters Score -3689834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3689844.000000 Penalty: 3577.777344
	Iteration 51Q: 3 clusters Score -3689844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58562 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3689846.500000 Penalty: 3577.777344
	Iteration 52Q: 3 clusters Score -3689846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58584 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3689854.750000 Penalty: 3577.777344
	Iteration 53Q: 3 clusters Score -3689855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3689856.750000 Penalty: 3577.777344
	Iteration 54Q: 3 clusters Score -3689857 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58630 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3689866.000000 Penalty: 3577.777344
	Iteration 55Q: 3 clusters Score -3689866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58656 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3689881.750000 Penalty: 3577.777344
	Iteration 56Q: 3 clusters Score -3689882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3689892.000000 Penalty: 3577.777344
	Iteration 57Q: 3 clusters Score -3689892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58711 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3689894.000000 Penalty: 3577.777344
	Iteration 58Q: 3 clusters Score -3689894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3689887.500000 Penalty: 3577.777344
	Iteration 59Q: 3 clusters Score -3689888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3689898.000000 Penalty: 3577.777344
	Iteration 60F: 3 clusters Score -3689898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58772 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3689901.750000 Penalty: 3577.777344
	Iteration 61Q: 3 clusters Score -3689902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58789 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3689898.500000 Penalty: 3577.777344
	Iteration 62Q: 3 clusters Score -3689898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58804 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3689901.250000 Penalty: 3577.777344
	Iteration 63Q: 3 clusters Score -3689901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58824 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3689905.750000 Penalty: 3577.777344
	Iteration 64Q: 3 clusters Score -3689906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3689907.250000 Penalty: 3577.777344
	Iteration 65Q: 3 clusters Score -3689907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58868 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3689915.250000 Penalty: 3577.777344
	Iteration 66Q: 3 clusters Score -3689915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58882 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3689919.750000 Penalty: 3577.777344
	Iteration 67Q: 3 clusters Score -3689920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58890 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3689924.000000 Penalty: 3577.777344
	Iteration 68Q: 3 clusters Score -3689924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58898 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3689929.000000 Penalty: 3577.777344
	Iteration 69Q: 3 clusters Score -3689929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3689927.500000 Penalty: 3577.777344
	Iteration 70Q: 3 clusters Score -3689928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3689930.000000 Penalty: 3577.777344
	Iteration 71Q: 3 clusters Score -3689930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3689934.500000 Penalty: 3577.777344
	Iteration 72Q: 3 clusters Score -3689934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58913 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3689932.750000 Penalty: 3577.777344
	Iteration 73Q: 3 clusters Score -3689933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58915 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3689933.750000 Penalty: 3577.777344
	Iteration 74Q: 3 clusters Score -3689934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58919 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3689929.500000 Penalty: 3577.777344
	Iteration 75Q: 3 clusters Score -3689930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58921 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3689929.500000 Penalty: 3577.777344
	Iteration 76Q: 3 clusters Score -3689930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58922 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3689933.000000 Penalty: 3577.777344
	Iteration 77Q: 3 clusters Score -3689933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58924 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3689936.750000 Penalty: 3577.777344
	Iteration 78Q: 3 clusters Score -3689937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3689936.500000 Penalty: 3577.777344
	Iteration 79Q: 3 clusters Score -3689936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3689935.000000 Penalty: 3577.777344
	Iteration 80F: 3 clusters Score -3689935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58928 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3689934.500000 Penalty: 3577.777344
	Iteration 81Q: 3 clusters Score -3689934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3689934.750000 Penalty: 3577.777344
	Iteration 82Q: 3 clusters Score -3689935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58934 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3689940.000000 Penalty: 3577.777344
	Iteration 83Q: 3 clusters Score -3689940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58935 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3689935.750000 Penalty: 3577.777344
	Iteration 84Q: 3 clusters Score -3689936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58937 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3689937.500000 Penalty: 3577.777344
	Iteration 85Q: 3 clusters Score -3689938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3689936.000000 Penalty: 3577.777344
	Iteration 86Q: 3 clusters Score -3689936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3689937.750000 Penalty: 3577.777344
	Iteration 87Q: 3 clusters Score -3689938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3689939.250000 Penalty: 3577.777344
	Iteration 88Q: 3 clusters Score -3689939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3689939.250000 Penalty: 3577.777344
	Iteration 89F: 3 clusters Score -3689939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3723 members 
Mstep: Class 3 contains 2828 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 91255 members 
Mstep: Class 7 contains 5422 members 
Mstep: Class 8 contains 12241 members 
Mstep: Class 9 contains 11324 members 
Mstep: Class 11 contains 2451 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 4925 members 
Mstep: Class 14 contains 3766 members 
Mstep: Class 16 contains 6428 members 
Mstep: Class 17 contains 11803 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89302 members 
Mstep: Class 21 contains 4217 members 
Mstep: Class 22 contains 19738 members 
Mstep: Class 24 contains 60388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335302.000000 Penalty: 43657.015625
Iteration 79Q: 22 clusters Score -2.13353e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3860 members 
Mstep: Class 3 contains 2828 members 
Mstep: Class 4 contains 14955 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 91308 members 
Mstep: Class 7 contains 5422 members 
Mstep: Class 8 contains 12305 members 
Mstep: Class 9 contains 11326 members 
Mstep: Class 10 contains 4125 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 4930 members 
Mstep: Class 14 contains 3766 members 
Mstep: Class 16 contains 6429 members 
Mstep: Class 17 contains 11803 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89306 members 
Mstep: Class 21 contains 4250 members 
Mstep: Class 22 contains 19745 members 
Mstep: Class 24 contains 60402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335698.000000 Penalty: 43657.015625
Iteration 80F: 22 clusters Score -2.13357e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3923 members 
Mstep: Class 3 contains 2828 members 
Mstep: Class 4 contains 14954 members 
Mstep: Class 5 contains 392 members 
Mstep: Class 6 contains 91127 members 
Mstep: Class 7 contains 5422 members 
Mstep: Class 8 contains 12292 members 
Mstep: Class 9 contains 11332 members 
Mstep: Class 10 contains 4263 members 
Mstep: Class 11 contains 2438 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 4937 members 
Mstep: Class 14 contains 3766 members 
Mstep: Class 16 contains 6429 members 
Mstep: Class 17 contains 11803 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89302 members 
Mstep: Class 21 contains 4247 members 
Mstep: Class 22 contains 19765 members 
Mstep: Class 24 contains 60407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335876.000000 Penalty: 43657.015625
Iteration 81Q: 22 clusters Score -2.133588e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3978 members 
Mstep: Class 3 contains 2829 members 
Mstep: Class 4 contains 14945 members 
Mstep: Class 5 contains 367 members 
Mstep: Class 6 contains 91015 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 12282 members 
Mstep: Class 9 contains 11333 members 
Mstep: Class 10 contains 4369 members 
Mstep: Class 11 contains 2424 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 4942 members 
Mstep: Class 14 contains 3765 members 
Mstep: Class 16 contains 6430 members 
Mstep: Class 17 contains 11805 members 
Mstep: Class 18 contains 4117 members 
Mstep: Class 19 contains 89296 members 
Mstep: Class 21 contains 4254 members 
Mstep: Class 22 contains 19777 members 
Mstep: Class 24 contains 60393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21335930.000000 Penalty: 43657.015625
Iteration 82Q: 22 clusters Score -2.133593e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4013 members 
Mstep: Class 3 contains 2831 members 
Mstep: Class 4 contains 14941 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 90936 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 12278 members 
Mstep: Class 9 contains 11337 members 
Mstep: Class 10 contains 4443 members 
Mstep: Class 11 contains 2418 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 4950 members 
Mstep: Class 14 contains 3765 members 
Mstep: Class 16 contains 6436 members 
Mstep: Class 17 contains 11804 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89283 members 
Mstep: Class 21 contains 4258 members 
Mstep: Class 22 contains 19778 members 
Mstep: Class 24 contains 60383 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 22 clusters Score -2.1336e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4041 members 
Mstep: Class 3 contains 2832 members 
Mstep: Class 4 contains 14933 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 90874 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 12266 members 
Mstep: Class 9 contains 11340 members 
Mstep: Class 10 contains 4522 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 4960 members 
Mstep: Class 14 contains 3764 members 
Mstep: Class 16 contains 6440 members 
Mstep: Class 17 contains 11803 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89281 members 
Mstep: Class 21 contains 4251 members 
Mstep: Class 22 contains 19782 members 
Mstep: Class 24 contains 60368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336042.000000 Penalty: 43657.015625
Iteration 84Q: 22 clusters Score -2.133604e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 2835 members 
Mstep: Class 4 contains 14929 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 90808 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 12248 members 
Mstep: Class 9 contains 11344 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 2397 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 4969 members 
Mstep: Class 14 contains 3764 members 
Mstep: Class 16 contains 6440 members 
Mstep: Class 17 contains 11801 members 
Mstep: Class 18 contains 4117 members 
Mstep: Class 19 contains 89274 members 
Mstep: Class 21 contains 4253 members 
Mstep: Class 22 contains 19791 members 
Mstep: Class 24 contains 60364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336120.000000 Penalty: 43657.015625
Iteration 85Q: 22 clusters Score -2.133612e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 2835 members 
Mstep: Class 4 contains 14920 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 90751 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 12217 members 
Mstep: Class 9 contains 11347 members 
Mstep: Class 10 contains 4666 members 
Mstep: Class 11 contains 2392 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 4977 members 
Mstep: Class 14 contains 3764 members 
Mstep: Class 16 contains 6443 members 
Mstep: Class 17 contains 11797 members 
Mstep: Class 18 contains 4115 members 
Mstep: Class 19 contains 89267 members 
Mstep: Class 21 contains 4252 members 
Mstep: Class 22 contains 19812 members 
Mstep: Class 24 contains 60356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336182.000000 Penalty: 43657.015625
Iteration 86Q: 22 clusters Score -2.133618e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 2835 members 
Mstep: Class 4 contains 14918 members 
Mstep: Class 5 contains 302 members 
Mstep: Class 6 contains 90719 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 12182 members 
Mstep: Class 9 contains 11350 members 
Mstep: Class 10 contains 4709 members 
Mstep: Class 11 contains 2385 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 4985 members 
Mstep: Class 14 contains 3765 members 
Mstep: Class 16 contains 6444 members 
Mstep: Class 17 contains 11796 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 89263 members 
Mstep: Class 21 contains 4248 members 
Mstep: Class 22 contains 19833 members 
Mstep: Class 24 contains 60349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336230.000000 Penalty: 43657.015625
Iteration 87Q: 22 clusters Score -2.133623e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4148 members 
Mstep: Class 3 contains 2838 members 
Mstep: Class 4 contains 14913 members 
Mstep: Class 5 contains 293 members 
Mstep: Class 6 contains 90673 members 
Mstep: Class 7 contains 5422 members 
Mstep: Class 8 contains 12149 members 
Mstep: Class 9 contains 11350 members 
Mstep: Class 10 contains 4749 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 4994 members 
Mstep: Class 14 contains 3765 members 
Mstep: Class 16 contains 6444 members 
Mstep: Class 17 contains 11794 members 
Mstep: Class 18 contains 4117 members 
Mstep: Class 19 contains 89264 members 
Mstep: Class 21 contains 4242 members 
Mstep: Class 22 contains 19858 members 
Mstep: Class 24 contains 60344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336240.000000 Penalty: 43657.015625
Iteration 88Q: 22 clusters Score -2.133624e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4178 members 
Mstep: Class 3 contains 2841 members 
Mstep: Class 4 contains 14910 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 90634 members 
Mstep: Class 7 contains 5420 members 
Mstep: Class 8 contains 12105 members 
Mstep: Class 9 contains 11351 members 
Mstep: Class 10 contains 4791 members 
Mstep: Class 11 contains 2377 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 4998 members 
Mstep: Class 14 contains 3766 members 
Mstep: Class 16 contains 6445 members 
Mstep: Class 17 contains 11795 members 
Mstep: Class 18 contains 4115 members 
Mstep: Class 19 contains 89257 members 
Mstep: Class 21 contains 4240 members 
Mstep: Class 22 contains 19882 members 
Mstep: Class 24 contains 60346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336260.000000 Penalty: 43657.015625
Iteration 89Q: 22 clusters Score -2.133626e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4210 members 
Mstep: Class 3 contains 2846 members 
Mstep: Class 4 contains 14907 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 90593 members 
Mstep: Class 7 contains 5417 members 
Mstep: Class 8 contains 12079 members 
Mstep: Class 9 contains 11351 members 
Mstep: Class 10 contains 4830 members 
Mstep: Class 11 contains 2375 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5006 members 
Mstep: Class 14 contains 3769 members 
Mstep: Class 16 contains 6446 members 
Mstep: Class 17 contains 11791 members 
Mstep: Class 18 contains 4115 members 
Mstep: Class 19 contains 89245 members 
Mstep: Class 21 contains 4240 members 
Mstep: Class 22 contains 19898 members 
Mstep: Class 24 contains 60337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336312.000000 Penalty: 43657.015625
Iteration 90Q: 22 clusters Score -2.133631e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4243 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14908 members 
Mstep: Class 5 contains 279 members 
Mstep: Class 6 contains 90576 members 
Mstep: Class 7 contains 5414 members 
Mstep: Class 8 contains 12064 members 
Mstep: Class 9 contains 11351 members 
Mstep: Class 10 contains 4836 members 
Mstep: Class 11 contains 2374 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5012 members 
Mstep: Class 14 contains 3771 members 
Mstep: Class 16 contains 6447 members 
Mstep: Class 17 contains 11789 members 
Mstep: Class 18 contains 4115 members 
Mstep: Class 19 contains 89239 members 
Mstep: Class 21 contains 4238 members 
Mstep: Class 22 contains 19908 members 
Mstep: Class 24 contains 60325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336328.000000 Penalty: 43657.015625
Iteration 91Q: 22 clusters Score -2.133633e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4265 members 
Mstep: Class 3 contains 2852 members 
Mstep: Class 4 contains 14910 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 90548 members 
Mstep: Class 7 contains 5415 members 
Mstep: Class 8 contains 12053 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 4851 members 
Mstep: Class 11 contains 2376 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5016 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 16 contains 6449 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 4114 members 
Mstep: Class 19 contains 89231 members 
Mstep: Class 21 contains 4238 members 
Mstep: Class 22 contains 19918 members 
Mstep: Class 24 contains 60320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336330.000000 Penalty: 43657.015625
Iteration 92Q: 22 clusters Score -2.133633e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4294 members 
Mstep: Class 3 contains 2854 members 
Mstep: Class 4 contains 14906 members 
Mstep: Class 5 contains 264 members 
Mstep: Class 6 contains 90536 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 12038 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 4844 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5029 members 
Mstep: Class 14 contains 3774 members 
Mstep: Class 16 contains 6452 members 
Mstep: Class 17 contains 11784 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 89230 members 
Mstep: Class 21 contains 4234 members 
Mstep: Class 22 contains 19926 members 
Mstep: Class 24 contains 60326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336326.000000 Penalty: 43657.015625
Iteration 93Q: 22 clusters Score -2.133633e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4325 members 
Mstep: Class 3 contains 2854 members 
Mstep: Class 4 contains 14909 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 90508 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 12032 members 
Mstep: Class 9 contains 11354 members 
Mstep: Class 10 contains 4849 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5040 members 
Mstep: Class 14 contains 3774 members 
Mstep: Class 16 contains 6453 members 
Mstep: Class 17 contains 11780 members 
Mstep: Class 18 contains 4111 members 
Mstep: Class 19 contains 89224 members 
Mstep: Class 21 contains 4232 members 
Mstep: Class 22 contains 19923 members 
Mstep: Class 24 contains 60331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336322.000000 Penalty: 43657.015625
Iteration 94Q: 22 clusters Score -2.133632e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4352 members 
Mstep: Class 3 contains 2855 members 
Mstep: Class 4 contains 14910 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 90490 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 12022 members 
Mstep: Class 9 contains 11357 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 2374 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 3774 members 
Mstep: Class 16 contains 6453 members 
Mstep: Class 17 contains 11779 members 
Mstep: Class 18 contains 4111 members 
Mstep: Class 19 contains 89219 members 
Mstep: Class 21 contains 4226 members 
Mstep: Class 22 contains 19936 members 
Mstep: Class 24 contains 60326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336302.000000 Penalty: 43657.015625
Iteration 95Q: 22 clusters Score -2.13363e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 2856 members 
Mstep: Class 4 contains 14907 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 90473 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 12009 members 
Mstep: Class 9 contains 11360 members 
Mstep: Class 10 contains 4848 members 
Mstep: Class 11 contains 2374 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5047 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 16 contains 6455 members 
Mstep: Class 17 contains 11777 members 
Mstep: Class 18 contains 4111 members 
Mstep: Class 19 contains 89217 members 
Mstep: Class 21 contains 4225 members 
Mstep: Class 22 contains 19938 members 
Mstep: Class 24 contains 60322 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 22 clusters Score -2.133629e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4418 members 
Mstep: Class 3 contains 2856 members 
Mstep: Class 4 contains 14901 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 90453 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 11992 members 
Mstep: Class 9 contains 11361 members 
Mstep: Class 10 contains 4847 members 
Mstep: Class 11 contains 2374 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5055 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 16 contains 6456 members 
Mstep: Class 17 contains 11776 members 
Mstep: Class 18 contains 4111 members 
Mstep: Class 19 contains 89215 members 
Mstep: Class 21 contains 4228 members 
Mstep: Class 22 contains 19949 members 
Mstep: Class 24 contains 60321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336302.000000 Penalty: 43657.015625
Iteration 97Q: 22 clusters Score -2.13363e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4446 members 
Mstep: Class 3 contains 2856 members 
Mstep: Class 4 contains 14897 members 
Mstep: Class 5 contains 238 members 
Mstep: Class 6 contains 90450 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 11976 members 
Mstep: Class 9 contains 11362 members 
Mstep: Class 10 contains 4846 members 
Mstep: Class 11 contains 2375 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5064 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 16 contains 6458 members 
Mstep: Class 17 contains 11776 members 
Mstep: Class 18 contains 4111 members 
Mstep: Class 19 contains 89211 members 
Mstep: Class 21 contains 4225 members 
Mstep: Class 22 contains 19952 members 
Mstep: Class 24 contains 60312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336332.000000 Penalty: 43657.015625
Iteration 98Q: 22 clusters Score -2.133633e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4471 members 
Mstep: Class 3 contains 2856 members 
Mstep: Class 4 contains 14894 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 90439 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 11959 members 
Mstep: Class 9 contains 11363 members 
Mstep: Class 10 contains 4843 members 
Mstep: Class 11 contains 2375 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5067 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 16 contains 6459 members 
Mstep: Class 17 contains 11776 members 
Mstep: Class 18 contains 4111 members 
Mstep: Class 19 contains 89220 members 
Mstep: Class 21 contains 4225 members 
Mstep: Class 22 contains 19957 members 
Mstep: Class 24 contains 60306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336358.000000 Penalty: 43657.015625
Iteration 99Q: 22 clusters Score -2.133636e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 2856 members 
Mstep: Class 4 contains 14893 members 
Mstep: Class 5 contains 230 members 
Mstep: Class 6 contains 90444 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 11948 members 
Mstep: Class 9 contains 11364 members 
Mstep: Class 10 contains 4833 members 
Mstep: Class 11 contains 2375 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5071 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 16 contains 6459 members 
Mstep: Class 17 contains 11776 members 
Mstep: Class 18 contains 4111 members 
Mstep: Class 19 contains 89216 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 19959 members 
Mstep: Class 24 contains 60303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336382.000000 Penalty: 43657.015625
Iteration 100F: 22 clusters Score -2.133638e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4505 members 
Mstep: Class 3 contains 2857 members 
Mstep: Class 4 contains 14891 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 90451 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 11937 members 
Mstep: Class 9 contains 11364 members 
Mstep: Class 10 contains 4828 members 
Mstep: Class 11 contains 2374 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5076 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 16 contains 6459 members 
Mstep: Class 17 contains 11775 members 
Mstep: Class 18 contains 4111 members 
Mstep: Class 19 contains 89216 members 
Mstep: Class 21 contains 4224 members 
Mstep: Class 22 contains 19960 members 
Mstep: Class 24 contains 60305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336446.000000 Penalty: 43657.015625
Iteration 101Q: 22 clusters Score -2.133645e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4517 members 
Mstep: Class 3 contains 2858 members 
Mstep: Class 4 contains 14890 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 90452 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 11925 members 
Mstep: Class 9 contains 11364 members 
Mstep: Class 10 contains 4832 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5078 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 16 contains 6458 members 
Mstep: Class 17 contains 11776 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 89219 members 
Mstep: Class 21 contains 4223 members 
Mstep: Class 22 contains 19959 members 
Mstep: Class 24 contains 60302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336444.000000 Penalty: 43657.015625
Iteration 102Q: 22 clusters Score -2.133644e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4527 members 
Mstep: Class 3 contains 2857 members 
Mstep: Class 4 contains 14890 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 90443 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 11913 members 
Mstep: Class 9 contains 11364 members 
Mstep: Class 10 contains 4848 members 
Mstep: Class 11 contains 2371 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5082 members 
Mstep: Class 14 contains 3774 members 
Mstep: Class 16 contains 6459 members 
Mstep: Class 17 contains 11778 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 89219 members 
Mstep: Class 21 contains 4219 members 
Mstep: Class 22 contains 19957 members 
Mstep: Class 24 contains 60301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336422.000000 Penalty: 43657.015625
Iteration 103Q: 22 clusters Score -2.133642e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4537 members 
Mstep: Class 3 contains 2857 members 
Mstep: Class 4 contains 14890 members 
Mstep: Class 5 contains 211 members 
Mstep: Class 6 contains 90435 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 11899 members 
Mstep: Class 9 contains 11365 members 
Mstep: Class 10 contains 4857 members 
Mstep: Class 11 contains 2371 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5084 members 
Mstep: Class 14 contains 3775 members 
Mstep: Class 16 contains 6458 members 
Mstep: Class 17 contains 11779 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 89223 members 
Mstep: Class 21 contains 4218 members 
Mstep: Class 22 contains 19958 members 
Mstep: Class 24 contains 60302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336468.000000 Penalty: 43657.015625
Iteration 104Q: 22 clusters Score -2.133647e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4548 members 
Mstep: Class 3 contains 2857 members 
Mstep: Class 4 contains 14888 members 
Mstep: Class 5 contains 208 members 
Mstep: Class 6 contains 90429 members 
Mstep: Class 7 contains 5410 members 
Mstep: Class 8 contains 11886 members 
Mstep: Class 9 contains 11365 members 
Mstep: Class 10 contains 4856 members 
Mstep: Class 11 contains 2371 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5087 members 
Mstep: Class 14 contains 3777 members 
Mstep: Class 16 contains 6459 members 
Mstep: Class 17 contains 11779 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 89232 members 
Mstep: Class 21 contains 4220 members 
Mstep: Class 22 contains 19964 members 
Mstep: Class 24 contains 60298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336492.000000 Penalty: 43657.015625
Iteration 105Q: 22 clusters Score -2.133649e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4561 members 
Mstep: Class 3 contains 2857 members 
Mstep: Class 4 contains 14887 members 
Mstep: Class 5 contains 204 members 
Mstep: Class 6 contains 90428 members 
Mstep: Class 7 contains 5409 members 
Mstep: Class 8 contains 11876 members 
Mstep: Class 9 contains 11366 members 
Mstep: Class 10 contains 4852 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5092 members 
Mstep: Class 14 contains 3778 members 
Mstep: Class 16 contains 6459 members 
Mstep: Class 17 contains 11779 members 
Mstep: Class 18 contains 4113 members 
Mstep: Class 19 contains 89230 members 
Mstep: Class 21 contains 4221 members 
Mstep: Class 22 contains 19963 members 
Mstep: Class 24 contains 60300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336476.000000 Penalty: 43657.015625
Iteration 106Q: 22 clusters Score -2.133648e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4574 members 
Mstep: Class 3 contains 2857 members 
Mstep: Class 4 contains 14887 members 
Mstep: Class 5 contains 201 members 
Mstep: Class 6 contains 90419 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 11864 members 
Mstep: Class 9 contains 11366 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 2373 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5098 members 
Mstep: Class 14 contains 3780 members 
Mstep: Class 16 contains 6458 members 
Mstep: Class 17 contains 11779 members 
Mstep: Class 18 contains 4114 members 
Mstep: Class 19 contains 89236 members 
Mstep: Class 21 contains 4221 members 
Mstep: Class 22 contains 19962 members 
Mstep: Class 24 contains 60303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336460.000000 Penalty: 43657.015625
Iteration 107Q: 22 clusters Score -2.133646e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4590 members 
Mstep: Class 3 contains 2857 members 
Mstep: Class 4 contains 14887 members 
Mstep: Class 5 contains 200 members 
Mstep: Class 6 contains 90410 members 
Mstep: Class 7 contains 5409 members 
Mstep: Class 8 contains 11855 members 
Mstep: Class 9 contains 11366 members 
Mstep: Class 10 contains 4847 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 3779 members 
Mstep: Class 16 contains 6458 members 
Mstep: Class 17 contains 11778 members 
Mstep: Class 18 contains 4115 members 
Mstep: Class 19 contains 89237 members 
Mstep: Class 21 contains 4220 members 
Mstep: Class 22 contains 19965 members 
Mstep: Class 24 contains 60300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336466.000000 Penalty: 43657.015625
Iteration 108Q: 22 clusters Score -2.133647e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4606 members 
Mstep: Class 3 contains 2856 members 
Mstep: Class 4 contains 14884 members 
Mstep: Class 5 contains 200 members 
Mstep: Class 6 contains 90409 members 
Mstep: Class 7 contains 5409 members 
Mstep: Class 8 contains 11844 members 
Mstep: Class 9 contains 11366 members 
Mstep: Class 10 contains 4841 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 3779 members 
Mstep: Class 16 contains 6458 members 
Mstep: Class 17 contains 11777 members 
Mstep: Class 18 contains 4115 members 
Mstep: Class 19 contains 89232 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 19969 members 
Mstep: Class 24 contains 60304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336466.000000 Penalty: 43657.015625
Iteration 109Q: 22 clusters Score -2.133647e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 2856 members 
Mstep: Class 4 contains 14883 members 
Mstep: Class 5 contains 200 members 
Mstep: Class 6 contains 90405 members 
Mstep: Class 7 contains 5409 members 
Mstep: Class 8 contains 11838 members 
Mstep: Class 9 contains 11366 members 
Mstep: Class 10 contains 4839 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5107 members 
Mstep: Class 14 contains 3779 members 
Mstep: Class 16 contains 6458 members 
Mstep: Class 17 contains 11775 members 
Mstep: Class 18 contains 4115 members 
Mstep: Class 19 contains 89228 members 
Mstep: Class 21 contains 4221 members 
Mstep: Class 22 contains 19971 members 
Mstep: Class 24 contains 60306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336476.000000 Penalty: 43657.015625
Iteration 110Q: 22 clusters Score -2.133648e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 2857 members 
Mstep: Class 4 contains 14881 members 
Mstep: Class 5 contains 200 members 
Mstep: Class 6 contains 90399 members 
Mstep: Class 7 contains 5409 members 
Mstep: Class 8 contains 11825 members 
Mstep: Class 9 contains 11366 members 
Mstep: Class 10 contains 4852 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 3779 members 
Mstep: Class 16 contains 6458 members 
Mstep: Class 17 contains 11775 members 
Mstep: Class 18 contains 4115 members 
Mstep: Class 19 contains 89223 members 
Mstep: Class 21 contains 4221 members 
Mstep: Class 22 contains 19975 members 
Mstep: Class 24 contains 60303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336492.000000 Penalty: 43657.015625
Iteration 111Q: 22 clusters Score -2.133649e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 2860 members 
Mstep: Class 4 contains 14880 members 
Mstep: Class 5 contains 200 members 
Mstep: Class 6 contains 90397 members 
Mstep: Class 7 contains 5409 members 
Mstep: Class 8 contains 11814 members 
Mstep: Class 9 contains 11366 members 
Mstep: Class 10 contains 4853 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 3779 members 
Mstep: Class 16 contains 6457 members 
Mstep: Class 17 contains 11772 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 89220 members 
Mstep: Class 21 contains 4221 members 
Mstep: Class 22 contains 19976 members 
Mstep: Class 24 contains 60307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336492.000000 Penalty: 43657.015625
Iteration 112Q: 22 clusters Score -2.133649e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4649 members 
Mstep: Class 3 contains 2860 members 
Mstep: Class 4 contains 14880 members 
Mstep: Class 5 contains 200 members 
Mstep: Class 6 contains 90395 members 
Mstep: Class 7 contains 5409 members 
Mstep: Class 8 contains 11802 members 
Mstep: Class 9 contains 11366 members 
Mstep: Class 10 contains 4862 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 14 contains 3779 members 
Mstep: Class 16 contains 6458 members 
Mstep: Class 17 contains 11771 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 89217 members 
Mstep: Class 21 contains 4220 members 
Mstep: Class 22 contains 19976 members 
Mstep: Class 24 contains 60309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336466.000000 Penalty: 43657.015625
Iteration 113Q: 22 clusters Score -2.133647e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4649 members 
Mstep: Class 3 contains 2860 members 
Mstep: Class 4 contains 14880 members 
Mstep: Class 5 contains 200 members 
Mstep: Class 6 contains 90393 members 
Mstep: Class 7 contains 5409 members 
Mstep: Class 8 contains 11797 members 
Mstep: Class 9 contains 11367 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 2371 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 3779 members 
Mstep: Class 16 contains 6460 members 
Mstep: Class 17 contains 11769 members 
Mstep: Class 18 contains 4117 members 
Mstep: Class 19 contains 89216 members 
Mstep: Class 21 contains 4219 members 
Mstep: Class 22 contains 19973 members 
Mstep: Class 24 contains 60309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336494.000000 Penalty: 43657.015625
Iteration 114Q: 22 clusters Score -2.133649e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4651 members 
Mstep: Class 3 contains 2860 members 
Mstep: Class 4 contains 14878 members 
Mstep: Class 5 contains 200 members 
Mstep: Class 6 contains 90395 members 
Mstep: Class 7 contains 5409 members 
Mstep: Class 8 contains 11784 members 
Mstep: Class 9 contains 11369 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 2371 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5112 members 
Mstep: Class 14 contains 3779 members 
Mstep: Class 16 contains 6462 members 
Mstep: Class 17 contains 11770 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 89212 members 
Mstep: Class 21 contains 4220 members 
Mstep: Class 22 contains 19974 members 
Mstep: Class 24 contains 60309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336482.000000 Penalty: 43657.015625
Iteration 115Q: 22 clusters Score -2.133648e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4653 members 
Mstep: Class 3 contains 2860 members 
Mstep: Class 4 contains 14878 members 
Mstep: Class 5 contains 200 members 
Mstep: Class 6 contains 90391 members 
Mstep: Class 7 contains 5409 members 
Mstep: Class 8 contains 11774 members 
Mstep: Class 9 contains 11369 members 
Mstep: Class 10 contains 4888 members 
Mstep: Class 11 contains 2371 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5112 members 
Mstep: Class 14 contains 3779 members 
Mstep: Class 16 contains 6462 members 
Mstep: Class 17 contains 11768 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 89210 members 
Mstep: Class 21 contains 4220 members 
Mstep: Class 22 contains 19976 members 
Mstep: Class 24 contains 60312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336480.000000 Penalty: 43657.015625
Iteration 116Q: 22 clusters Score -2.133648e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4655 members 
Mstep: Class 3 contains 2860 members 
Mstep: Class 4 contains 14877 members 
Mstep: Class 5 contains 200 members 
Mstep: Class 6 contains 90397 members 
Mstep: Class 7 contains 5409 members 
Mstep: Class 8 contains 11767 members 
Mstep: Class 9 contains 11369 members 
Mstep: Class 10 contains 4894 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 3779 members 
Mstep: Class 16 contains 6462 members 
Mstep: Class 17 contains 11764 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 89205 members 
Mstep: Class 21 contains 4218 members 
Mstep: Class 22 contains 19974 members 
Mstep: Class 24 contains 60317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336450.000000 Penalty: 43657.015625
Iteration 117Q: 22 clusters Score -2.133645e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4658 members 
Mstep: Class 3 contains 2862 members 
Mstep: Class 4 contains 14876 members 
Mstep: Class 5 contains 200 members 
Mstep: Class 6 contains 90402 members 
Mstep: Class 7 contains 5409 members 
Mstep: Class 8 contains 11759 members 
Mstep: Class 9 contains 11369 members 
Mstep: Class 10 contains 4899 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5114 members 
Mstep: Class 14 contains 3779 members 
Mstep: Class 16 contains 6460 members 
Mstep: Class 17 contains 11760 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 89199 members 
Mstep: Class 21 contains 4218 members 
Mstep: Class 22 contains 19975 members 
Mstep: Class 24 contains 60320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21336448.000000 Penalty: 43657.015625
Iteration 118Q: 22 clusters Score -2.133645e+07 nChanged 33
Entering ConstructFrom: 
Score: -21336448.000000 Penalty: 43657.015625
Entering ConstructFrom: 
Trying to split cluster 1 (4829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Entering Unmasked Estep 
Score: -276356.875000 Penalty: 1378.389038
	Iteration 0F: 2 clusters Score -276356.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -272500.093750 Penalty: 2756.778076
	Iteration 0F: 3 clusters Score -272500.1 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -273636.812500 Penalty: 2756.778076
	Iteration 1F: 3 clusters Score -273636.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -273902.562500 Penalty: 2756.778076
	Iteration 2F: 3 clusters Score -273902.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -274173.125000 Penalty: 2756.778076
	Iteration 3F: 3 clusters Score -274173.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -274453.093750 Penalty: 2756.778076
	Iteration 4F: 3 clusters Score -274453.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -274670.250000 Penalty: 2756.778076
	Iteration 5F: 3 clusters Score -274670.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -274832.156250 Penalty: 2756.778076
	Iteration 6Q: 3 clusters Score -274832.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -274975.093750 Penalty: 2756.778076
	Iteration 7Q: 3 clusters Score -274975.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -275090.187500 Penalty: 2756.778076
	Iteration 8Q: 3 clusters Score -275090.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -275174.062500 Penalty: 2756.778076
	Iteration 9Q: 3 clusters Score -275174.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -275229.875000 Penalty: 2756.778076
	Iteration 10Q: 3 clusters Score -275229.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -275268.812500 Penalty: 2756.778076
	Iteration 11Q: 3 clusters Score -275268.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -275303.343750 Penalty: 2756.778076
	Iteration 12Q: 3 clusters Score -275303.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -275326.281250 Penalty: 2756.778076
	Iteration 13Q: 3 clusters Score -275326.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -275340.718750 Penalty: 2756.778076
	Iteration 14Q: 3 clusters Score -275340.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -275357.687500 Penalty: 2756.778076
	Iteration 15Q: 3 clusters Score -275357.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -275372.218750 Penalty: 2756.778076
	Iteration 16Q: 3 clusters Score -275372.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -275386.937500 Penalty: 2756.778076
	Iteration 17Q: 3 clusters Score -275386.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -275397.750000 Penalty: 2756.778076
	Iteration 18Q: 3 clusters Score -275397.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -275406.062500 Penalty: 2756.778076
	Iteration 19Q: 3 clusters Score -275406.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -275412.812500 Penalty: 2756.778076
	Iteration 20F: 3 clusters Score -275412.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -275420.343750 Penalty: 2756.778076
	Iteration 21Q: 3 clusters Score -275420.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -275428.125000 Penalty: 2756.778076
	Iteration 22Q: 3 clusters Score -275428.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -275437.812500 Penalty: 2756.778076
	Iteration 23Q: 3 clusters Score -275437.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -275445.375000 Penalty: 2756.778076
	Iteration 24Q: 3 clusters Score -275445.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -275451.875000 Penalty: 2756.778076
	Iteration 25Q: 3 clusters Score -275451.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -275454.500000 Penalty: 2756.778076
	Iteration 26Q: 3 clusters Score -275454.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -275456.906250 Penalty: 2756.778076
	Iteration 27Q: 3 clusters Score -275456.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -275461.031250 Penalty: 2756.778076
	Iteration 28Q: 3 clusters Score -275461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -275463.375000 Penalty: 2756.778076
	Iteration 29Q: 3 clusters Score -275463.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -275467.218750 Penalty: 2756.778076
	Iteration 30Q: 3 clusters Score -275467.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -275470.968750 Penalty: 2756.778076
	Iteration 31Q: 3 clusters Score -275471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -275473.406250 Penalty: 2756.778076
	Iteration 32Q: 3 clusters Score -275473.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -275477.406250 Penalty: 2756.778076
	Iteration 33Q: 3 clusters Score -275477.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -275478.875000 Penalty: 2756.778076
	Iteration 34Q: 3 clusters Score -275478.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -275480.656250 Penalty: 2756.778076
	Iteration 35Q: 3 clusters Score -275480.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -275481.218750 Penalty: 2756.778076
	Iteration 36Q: 3 clusters Score -275481.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -275483.968750 Penalty: 2756.778076
	Iteration 37Q: 3 clusters Score -275484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -275488.500000 Penalty: 2756.778076
	Iteration 38Q: 3 clusters Score -275488.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -275494.687500 Penalty: 2756.778076
	Iteration 39Q: 3 clusters Score -275494.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -275499.375000 Penalty: 2756.778076
	Iteration 40F: 3 clusters Score -275499.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -275502.656250 Penalty: 2756.778076
	Iteration 41Q: 3 clusters Score -275502.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -275507.156250 Penalty: 2756.778076
	Iteration 42Q: 3 clusters Score -275507.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -275509.937500 Penalty: 2756.778076
	Iteration 43Q: 3 clusters Score -275509.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -275513.093750 Penalty: 2756.778076
	Iteration 44Q: 3 clusters Score -275513.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -275514.750000 Penalty: 2756.778076
	Iteration 45Q: 3 clusters Score -275514.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -275515.843750 Penalty: 2756.778076
	Iteration 46Q: 3 clusters Score -275515.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -275517.250000 Penalty: 2756.778076
	Iteration 47Q: 3 clusters Score -275517.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -275517.250000 Penalty: 2756.778076
	Iteration 48Q: 3 clusters Score -275517.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -275518.875000 Penalty: 2756.778076
	Iteration 49Q: 3 clusters Score -275518.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -275519.750000 Penalty: 2756.778076
	Iteration 50Q: 3 clusters Score -275519.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -275520.906250 Penalty: 2756.778076
	Iteration 51Q: 3 clusters Score -275520.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -275521.968750 Penalty: 2756.778076
	Iteration 52Q: 3 clusters Score -275522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -275523.468750 Penalty: 2756.778076
	Iteration 53Q: 3 clusters Score -275523.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -275525.437500 Penalty: 2756.778076
	Iteration 54Q: 3 clusters Score -275525.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -275527.593750 Penalty: 2756.778076
	Iteration 55Q: 3 clusters Score -275527.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -275529.000000 Penalty: 2756.778076
	Iteration 56Q: 3 clusters Score -275529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -275529.250000 Penalty: 2756.778076
	Iteration 57Q: 3 clusters Score -275529.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -275529.937500 Penalty: 2756.778076
	Iteration 58Q: 3 clusters Score -275529.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -275531.125000 Penalty: 2756.778076
	Iteration 59Q: 3 clusters Score -275531.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -275532.937500 Penalty: 2756.778076
	Iteration 60F: 3 clusters Score -275532.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -275533.000000 Penalty: 2756.778076
	Iteration 61Q: 3 clusters Score -275533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -275534.281250 Penalty: 2756.778076
	Iteration 62Q: 3 clusters Score -275534.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -275534.906250 Penalty: 2756.778076
	Iteration 63Q: 3 clusters Score -275534.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -275535.312500 Penalty: 2756.778076
	Iteration 64Q: 3 clusters Score -275535.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -275536.093750 Penalty: 2756.778076
	Iteration 65Q: 3 clusters Score -275536.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -275536.875000 Penalty: 2756.778076
	Iteration 66Q: 3 clusters Score -275536.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -275537.375000 Penalty: 2756.778076
	Iteration 67Q: 3 clusters Score -275537.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -275537.500000 Penalty: 2756.778076
	Iteration 68Q: 3 clusters Score -275537.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -275537.500000 Penalty: 2756.778076
	Iteration 69F: 3 clusters Score -275537.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Entering Unmasked Estep 
Score: -278929.031250 Penalty: 1372.600220
	Iteration 0F: 2 clusters Score -278929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -275229.031250 Penalty: 2745.200439
	Iteration 0F: 3 clusters Score -275229 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -276366.718750 Penalty: 2745.200439
	Iteration 1F: 3 clusters Score -276366.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -276803.218750 Penalty: 2745.200439
	Iteration 2F: 3 clusters Score -276803.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -277249.906250 Penalty: 2745.200439
	Iteration 3F: 3 clusters Score -277249.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -277630.687500 Penalty: 2745.200439
	Iteration 4F: 3 clusters Score -277630.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -277885.312500 Penalty: 2745.200439
	Iteration 5F: 3 clusters Score -277885.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -278075.000000 Penalty: 2745.200439
	Iteration 6F: 3 clusters Score -278075 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -278222.875000 Penalty: 2745.200439
	Iteration 7Q: 3 clusters Score -278222.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -278308.500000 Penalty: 2745.200439
	Iteration 8Q: 3 clusters Score -278308.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -278368.812500 Penalty: 2745.200439
	Iteration 9Q: 3 clusters Score -278368.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -278418.437500 Penalty: 2745.200439
	Iteration 10Q: 3 clusters Score -278418.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -278461.250000 Penalty: 2745.200439
	Iteration 11Q: 3 clusters Score -278461.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -278494.156250 Penalty: 2745.200439
	Iteration 12Q: 3 clusters Score -278494.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -278515.500000 Penalty: 2745.200439
	Iteration 13Q: 3 clusters Score -278515.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -278531.093750 Penalty: 2745.200439
	Iteration 14Q: 3 clusters Score -278531.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -278542.250000 Penalty: 2745.200439
	Iteration 15Q: 3 clusters Score -278542.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -278548.968750 Penalty: 2745.200439
	Iteration 16Q: 3 clusters Score -278549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -278555.156250 Penalty: 2745.200439
	Iteration 17Q: 3 clusters Score -278555.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -278560.156250 Penalty: 2745.200439
	Iteration 18Q: 3 clusters Score -278560.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -278565.906250 Penalty: 2745.200439
	Iteration 19Q: 3 clusters Score -278565.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -278571.312500 Penalty: 2745.200439
	Iteration 20F: 3 clusters Score -278571.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -278573.187500 Penalty: 2745.200439
	Iteration 21Q: 3 clusters Score -278573.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -278575.250000 Penalty: 2745.200439
	Iteration 22Q: 3 clusters Score -278575.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -278577.062500 Penalty: 2745.200439
	Iteration 23Q: 3 clusters Score -278577.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -278579.656250 Penalty: 2745.200439
	Iteration 24Q: 3 clusters Score -278579.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -278582.281250 Penalty: 2745.200439
	Iteration 25Q: 3 clusters Score -278582.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -278584.000000 Penalty: 2745.200439
	Iteration 26Q: 3 clusters Score -278584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -278586.125000 Penalty: 2745.200439
	Iteration 27Q: 3 clusters Score -278586.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -278587.500000 Penalty: 2745.200439
	Iteration 28Q: 3 clusters Score -278587.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -278588.781250 Penalty: 2745.200439
	Iteration 29Q: 3 clusters Score -278588.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -278589.718750 Penalty: 2745.200439
	Iteration 30Q: 3 clusters Score -278589.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -278591.000000 Penalty: 2745.200439
	Iteration 31Q: 3 clusters Score -278591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -278592.375000 Penalty: 2745.200439
	Iteration 32Q: 3 clusters Score -278592.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -278594.093750 Penalty: 2745.200439
	Iteration 33Q: 3 clusters Score -278594.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -278596.812500 Penalty: 2745.200439
	Iteration 34Q: 3 clusters Score -278596.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -278598.437500 Penalty: 2745.200439
	Iteration 35Q: 3 clusters Score -278598.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -278599.812500 Penalty: 2745.200439
	Iteration 36Q: 3 clusters Score -278599.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -278600.625000 Penalty: 2745.200439
	Iteration 37Q: 3 clusters Score -278600.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -278600.625000 Penalty: 2745.200439
	Iteration 38Q: 3 clusters Score -278600.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -278600.625000 Penalty: 2745.200439
	Iteration 39F: 3 clusters Score -278600.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Entering Unmasked Estep 
Score: -159810.937500 Penalty: 1293.439087
	Iteration 0F: 2 clusters Score -159810.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -157168.484375 Penalty: 2586.878174
	Iteration 0F: 3 clusters Score -157168.5 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -157881.343750 Penalty: 2586.878174
	Iteration 1F: 3 clusters Score -157881.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -158111.203125 Penalty: 2586.878174
	Iteration 2F: 3 clusters Score -158111.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -158259.656250 Penalty: 2586.878174
	Iteration 3F: 3 clusters Score -158259.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -158404.531250 Penalty: 2586.878174
	Iteration 4F: 3 clusters Score -158404.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -158542.109375 Penalty: 2586.878174
	Iteration 5F: 3 clusters Score -158542.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -158672.093750 Penalty: 2586.878174
	Iteration 6Q: 3 clusters Score -158672.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -158762.406250 Penalty: 2586.878174
	Iteration 7Q: 3 clusters Score -158762.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -158840.375000 Penalty: 2586.878174
	Iteration 8Q: 3 clusters Score -158840.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -158940.156250 Penalty: 2586.878174
	Iteration 9Q: 3 clusters Score -158940.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -159030.921875 Penalty: 2586.878174
	Iteration 10Q: 3 clusters Score -159030.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -159102.906250 Penalty: 2586.878174
	Iteration 11Q: 3 clusters Score -159102.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -159150.328125 Penalty: 2586.878174
	Iteration 12Q: 3 clusters Score -159150.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -159178.031250 Penalty: 2586.878174
	Iteration 13Q: 3 clusters Score -159178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -159187.484375 Penalty: 2586.878174
	Iteration 14Q: 3 clusters Score -159187.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -159196.578125 Penalty: 2586.878174
	Iteration 15Q: 3 clusters Score -159196.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -159211.812500 Penalty: 2586.878174
	Iteration 16Q: 3 clusters Score -159211.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -159231.546875 Penalty: 2586.878174
	Iteration 17Q: 3 clusters Score -159231.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -159249.093750 Penalty: 2586.878174
	Iteration 18Q: 3 clusters Score -159249.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -159269.031250 Penalty: 2586.878174
	Iteration 19Q: 3 clusters Score -159269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -159291.281250 Penalty: 2586.878174
	Iteration 20F: 3 clusters Score -159291.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -159315.484375 Penalty: 2586.878174
	Iteration 21Q: 3 clusters Score -159315.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -159334.781250 Penalty: 2586.878174
	Iteration 22Q: 3 clusters Score -159334.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -159352.265625 Penalty: 2586.878174
	Iteration 23Q: 3 clusters Score -159352.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -159359.687500 Penalty: 2586.878174
	Iteration 24Q: 3 clusters Score -159359.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -159364.718750 Penalty: 2586.878174
	Iteration 25Q: 3 clusters Score -159364.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -159368.109375 Penalty: 2586.878174
	Iteration 26Q: 3 clusters Score -159368.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -159370.015625 Penalty: 2586.878174
	Iteration 27Q: 3 clusters Score -159370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -159371.328125 Penalty: 2586.878174
	Iteration 28Q: 3 clusters Score -159371.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -159371.968750 Penalty: 2586.878174
	Iteration 29Q: 3 clusters Score -159372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -159371.968750 Penalty: 2586.878174
	Iteration 30F: 3 clusters Score -159372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Entering Unmasked Estep 
Score: -887584.625000 Penalty: 1561.175781
	Iteration 0F: 2 clusters Score -887584.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -877316.125000 Penalty: 3122.351562
	Iteration 0F: 3 clusters Score -877316.1 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -880932.687500 Penalty: 3122.351562
	Iteration 1F: 3 clusters Score -880932.7 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -881430.625000 Penalty: 3122.351562
	Iteration 2F: 3 clusters Score -881430.6 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -882136.312500 Penalty: 3122.351562
	Iteration 3F: 3 clusters Score -882136.3 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -882892.187500 Penalty: 3122.351562
	Iteration 4F: 3 clusters Score -882892.2 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -883553.375000 Penalty: 3122.351562
	Iteration 5F: 3 clusters Score -883553.4 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -884032.125000 Penalty: 3122.351562
	Iteration 6F: 3 clusters Score -884032.1 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -884414.812500 Penalty: 3122.351562
	Iteration 7Q: 3 clusters Score -884414.8 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -884727.000000 Penalty: 3122.351562
	Iteration 8Q: 3 clusters Score -884727 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -885002.437500 Penalty: 3122.351562
	Iteration 9Q: 3 clusters Score -885002.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -885230.187500 Penalty: 3122.351562
	Iteration 10Q: 3 clusters Score -885230.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -885417.187500 Penalty: 3122.351562
	Iteration 11Q: 3 clusters Score -885417.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -885560.937500 Penalty: 3122.351562
	Iteration 12Q: 3 clusters Score -885560.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -885684.812500 Penalty: 3122.351562
	Iteration 13Q: 3 clusters Score -885684.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -885800.562500 Penalty: 3122.351562
	Iteration 14Q: 3 clusters Score -885800.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -885902.562500 Penalty: 3122.351562
	Iteration 15Q: 3 clusters Score -885902.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -886000.625000 Penalty: 3122.351562
	Iteration 16Q: 3 clusters Score -886000.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -886076.812500 Penalty: 3122.351562
	Iteration 17Q: 3 clusters Score -886076.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -886124.625000 Penalty: 3122.351562
	Iteration 18Q: 3 clusters Score -886124.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -886162.812500 Penalty: 3122.351562
	Iteration 19Q: 3 clusters Score -886162.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -886195.250000 Penalty: 3122.351562
	Iteration 20F: 3 clusters Score -886195.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -886218.437500 Penalty: 3122.351562
	Iteration 21Q: 3 clusters Score -886218.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -886234.812500 Penalty: 3122.351562
	Iteration 22Q: 3 clusters Score -886234.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -886246.562500 Penalty: 3122.351562
	Iteration 23Q: 3 clusters Score -886246.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -886255.375000 Penalty: 3122.351562
	Iteration 24Q: 3 clusters Score -886255.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -886261.937500 Penalty: 3122.351562
	Iteration 25Q: 3 clusters Score -886261.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -886275.375000 Penalty: 3122.351562
	Iteration 26Q: 3 clusters Score -886275.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -886288.875000 Penalty: 3122.351562
	Iteration 27Q: 3 clusters Score -886288.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -886302.000000 Penalty: 3122.351562
	Iteration 28Q: 3 clusters Score -886302 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -886319.875000 Penalty: 3122.351562
	Iteration 29Q: 3 clusters Score -886319.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -886345.500000 Penalty: 3122.351562
	Iteration 30Q: 3 clusters Score -886345.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -886366.437500 Penalty: 3122.351562
	Iteration 31Q: 3 clusters Score -886366.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -886387.812500 Penalty: 3122.351562
	Iteration 32Q: 3 clusters Score -886387.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -886408.000000 Penalty: 3122.351562
	Iteration 33Q: 3 clusters Score -886408 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -886435.062500 Penalty: 3122.351562
	Iteration 34Q: 3 clusters Score -886435.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -886465.812500 Penalty: 3122.351562
	Iteration 35Q: 3 clusters Score -886465.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -886481.750000 Penalty: 3122.351562
	Iteration 36Q: 3 clusters Score -886481.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -886499.687500 Penalty: 3122.351562
	Iteration 37Q: 3 clusters Score -886499.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -886516.937500 Penalty: 3122.351562
	Iteration 38Q: 3 clusters Score -886516.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -886528.250000 Penalty: 3122.351562
	Iteration 39Q: 3 clusters Score -886528.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -886536.375000 Penalty: 3122.351562
	Iteration 40F: 3 clusters Score -886536.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -886543.000000 Penalty: 3122.351562
	Iteration 41Q: 3 clusters Score -886543 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -886548.250000 Penalty: 3122.351562
	Iteration 42Q: 3 clusters Score -886548.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -886551.437500 Penalty: 3122.351562
	Iteration 43Q: 3 clusters Score -886551.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -886556.750000 Penalty: 3122.351562
	Iteration 44Q: 3 clusters Score -886556.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -886562.937500 Penalty: 3122.351562
	Iteration 45Q: 3 clusters Score -886562.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -886564.875000 Penalty: 3122.351562
	Iteration 46Q: 3 clusters Score -886564.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -886565.000000 Penalty: 3122.351562
	Iteration 47Q: 3 clusters Score -886565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -886570.875000 Penalty: 3122.351562
	Iteration 48Q: 3 clusters Score -886570.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -886571.312500 Penalty: 3122.351562
	Iteration 49Q: 3 clusters Score -886571.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -886573.500000 Penalty: 3122.351562
	Iteration 50Q: 3 clusters Score -886573.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -886577.250000 Penalty: 3122.351562
	Iteration 51Q: 3 clusters Score -886577.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -886578.875000 Penalty: 3122.351562
	Iteration 52Q: 3 clusters Score -886578.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -886580.812500 Penalty: 3122.351562
	Iteration 53Q: 3 clusters Score -886580.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -886583.187500 Penalty: 3122.351562
	Iteration 54Q: 3 clusters Score -886583.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -886585.500000 Penalty: 3122.351562
	Iteration 55Q: 3 clusters Score -886585.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -886587.937500 Penalty: 3122.351562
	Iteration 56Q: 3 clusters Score -886587.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -886586.250000 Penalty: 3122.351562
	Iteration 57Q: 3 clusters Score -886586.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -886588.250000 Penalty: 3122.351562
	Iteration 58Q: 3 clusters Score -886588.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -886592.000000 Penalty: 3122.351562
	Iteration 59Q: 3 clusters Score -886592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -886593.250000 Penalty: 3122.351562
	Iteration 60F: 3 clusters Score -886593.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -886595.312500 Penalty: 3122.351562
	Iteration 61Q: 3 clusters Score -886595.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -886596.375000 Penalty: 3122.351562
	Iteration 62Q: 3 clusters Score -886596.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -886601.125000 Penalty: 3122.351562
	Iteration 63Q: 3 clusters Score -886601.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -886604.187500 Penalty: 3122.351562
	Iteration 64Q: 3 clusters Score -886604.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -886607.687500 Penalty: 3122.351562
	Iteration 65Q: 3 clusters Score -886607.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -886612.812500 Penalty: 3122.351562
	Iteration 66Q: 3 clusters Score -886612.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -886615.125000 Penalty: 3122.351562
	Iteration 67Q: 3 clusters Score -886615.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -886621.875000 Penalty: 3122.351562
	Iteration 68Q: 3 clusters Score -886621.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -886626.187500 Penalty: 3122.351562
	Iteration 69Q: 3 clusters Score -886626.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -886630.000000 Penalty: 3122.351562
	Iteration 70Q: 3 clusters Score -886630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -886634.000000 Penalty: 3122.351562
	Iteration 71Q: 3 clusters Score -886634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -886638.562500 Penalty: 3122.351562
	Iteration 72Q: 3 clusters Score -886638.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -886642.062500 Penalty: 3122.351562
	Iteration 73Q: 3 clusters Score -886642.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -886646.500000 Penalty: 3122.351562
	Iteration 74Q: 3 clusters Score -886646.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -886646.500000 Penalty: 3122.351562
	Iteration 75Q: 3 clusters Score -886646.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -886651.812500 Penalty: 3122.351562
	Iteration 76Q: 3 clusters Score -886651.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -886658.375000 Penalty: 3122.351562
	Iteration 77Q: 3 clusters Score -886658.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -886660.250000 Penalty: 3122.351562
	Iteration 78Q: 3 clusters Score -886660.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -886663.500000 Penalty: 3122.351562
	Iteration 79Q: 3 clusters Score -886663.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -886668.812500 Penalty: 3122.351562
	Iteration 80F: 3 clusters Score -886668.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -886672.750000 Penalty: 3122.351562
	Iteration 81Q: 3 clusters Score -886672.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -886676.625000 Penalty: 3122.351562
	Iteration 82Q: 3 clusters Score -886676.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -886679.062500 Penalty: 3122.351562
	Iteration 83Q: 3 clusters Score -886679.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -886682.625000 Penalty: 3122.351562
	Iteration 84Q: 3 clusters Score -886682.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -886688.437500 Penalty: 3122.351562
	Iteration 85Q: 3 clusters Score -886688.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -886692.250000 Penalty: 3122.351562
	Iteration 86Q: 3 clusters Score -886692.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -886689.750000 Penalty: 3122.351562
	Iteration 87Q: 3 clusters Score -886689.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -886696.250000 Penalty: 3122.351562
	Iteration 88Q: 3 clusters Score -886696.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -886699.062500 Penalty: 3122.351562
	Iteration 89Q: 3 clusters Score -886699.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -886700.500000 Penalty: 3122.351562
	Iteration 90Q: 3 clusters Score -886700.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -886699.375000 Penalty: 3122.351562
	Iteration 91Q: 3 clusters Score -886699.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -886700.500000 Penalty: 3122.351562
	Iteration 92Q: 3 clusters Score -886700.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -886702.750000 Penalty: 3122.351562
	Iteration 93Q: 3 clusters Score -886702.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -886700.812500 Penalty: 3122.351562
	Iteration 94Q: 3 clusters Score -886700.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -886703.875000 Penalty: 3122.351562
	Iteration 95Q: 3 clusters Score -886703.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -886701.625000 Penalty: 3122.351562
	Iteration 96Q: 3 clusters Score -886701.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -886702.187500 Penalty: 3122.351562
	Iteration 97Q: 3 clusters Score -886702.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -886706.062500 Penalty: 3122.351562
	Iteration 98Q: 3 clusters Score -886706.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -886704.750000 Penalty: 3122.351562
	Iteration 99Q: 3 clusters Score -886704.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -886707.250000 Penalty: 3122.351562
	Iteration 100F: 3 clusters Score -886707.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -886707.687500 Penalty: 3122.351562
	Iteration 101Q: 3 clusters Score -886707.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -886707.875000 Penalty: 3122.351562
	Iteration 102Q: 3 clusters Score -886707.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -886709.812500 Penalty: 3122.351562
	Iteration 103Q: 3 clusters Score -886709.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -886711.625000 Penalty: 3122.351562
	Iteration 104Q: 3 clusters Score -886711.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -886712.625000 Penalty: 3122.351562
	Iteration 105Q: 3 clusters Score -886712.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -886714.375000 Penalty: 3122.351562
	Iteration 106Q: 3 clusters Score -886714.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -886715.875000 Penalty: 3122.351562
	Iteration 107Q: 3 clusters Score -886715.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -886715.125000 Penalty: 3122.351562
	Iteration 108Q: 3 clusters Score -886715.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -886716.000000 Penalty: 3122.351562
	Iteration 109Q: 3 clusters Score -886716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -886717.562500 Penalty: 3122.351562
	Iteration 110Q: 3 clusters Score -886717.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -886718.937500 Penalty: 3122.351562
	Iteration 111Q: 3 clusters Score -886718.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -886721.562500 Penalty: 3122.351562
	Iteration 112Q: 3 clusters Score -886721.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -886723.937500 Penalty: 3122.351562
	Iteration 113Q: 3 clusters Score -886723.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -886723.562500 Penalty: 3122.351562
	Iteration 114Q: 3 clusters Score -886723.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -886725.312500 Penalty: 3122.351562
	Iteration 115Q: 3 clusters Score -886725.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -886725.437500 Penalty: 3122.351562
	Iteration 116Q: 3 clusters Score -886725.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -886725.750000 Penalty: 3122.351562
	Iteration 117Q: 3 clusters Score -886725.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -886725.562500 Penalty: 3122.351562
	Iteration 118Q: 3 clusters Score -886725.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -886725.625000 Penalty: 3122.351562
	Iteration 119Q: 3 clusters Score -886725.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -886725.375000 Penalty: 3122.351562
	Iteration 120F: 3 clusters Score -886725.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -886726.812500 Penalty: 3122.351562
	Iteration 121Q: 3 clusters Score -886726.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -886726.812500 Penalty: 3122.351562
	Iteration 122F: 3 clusters Score -886726.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -9809.883789 Penalty: 860.976562
	Iteration 0F: 2 clusters Score -9809.884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9054.881836 Penalty: 1721.953125
	Iteration 0F: 3 clusters Score -9054.882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9118.999023 Penalty: 1721.953125
	Iteration 1F: 3 clusters Score -9118.999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9133.605469 Penalty: 1721.953125
	Iteration 2Q: 3 clusters Score -9133.605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9140.469727 Penalty: 1721.953125
	Iteration 3Q: 3 clusters Score -9140.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9142.637695 Penalty: 1721.953125
	Iteration 4Q: 3 clusters Score -9142.638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9148.968750 Penalty: 1721.953125
	Iteration 5Q: 3 clusters Score -9148.969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9164.478516 Penalty: 1721.953125
	Iteration 6Q: 3 clusters Score -9164.479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9178.820312 Penalty: 1721.953125
	Iteration 7Q: 3 clusters Score -9178.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9178.820312 Penalty: 1721.953125
	Iteration 8F: 3 clusters Score -9178.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (90403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90403 members 
Entering Unmasked Estep 
Score: -5527942.000000 Penalty: 1854.455322
	Iteration 0F: 2 clusters Score -5527942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -5467310.000000 Penalty: 3708.910645
	Iteration 0F: 3 clusters Score -5467310 nChanged 43129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -5492699.500000 Penalty: 3708.910645
	Iteration 1F: 3 clusters Score -5492700 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
Score: -5493747.000000 Penalty: 3708.910645
	Iteration 2Q: 3 clusters Score -5493747 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -5495223.000000 Penalty: 3708.910645
	Iteration 3Q: 3 clusters Score -5495223 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -5497441.500000 Penalty: 3708.910645
	Iteration 4F: 3 clusters Score -5497442 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 59834 members 
Entering Unmasked Estep 
Score: -5500858.500000 Penalty: 3708.910645
	Iteration 5F: 3 clusters Score -5500858 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
Score: -5505468.500000 Penalty: 3708.910645
	Iteration 6F: 3 clusters Score -5505468 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 70673 members 
Entering Unmasked Estep 
Score: -5510541.500000 Penalty: 3708.910645
	Iteration 7F: 3 clusters Score -5510542 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 75611 members 
Entering Unmasked Estep 
Score: -5515140.000000 Penalty: 3708.910645
	Iteration 8F: 3 clusters Score -5515140 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 79527 members 
Entering Unmasked Estep 
Score: -5518872.000000 Penalty: 3708.910645
	Iteration 9Q: 3 clusters Score -5518872 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 82248 members 
Entering Unmasked Estep 
Score: -5521508.000000 Penalty: 3708.910645
	Iteration 10Q: 3 clusters Score -5521508 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 84049 members 
Entering Unmasked Estep 
Score: -5523443.000000 Penalty: 3708.910645
	Iteration 11Q: 3 clusters Score -5523443 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 85208 members 
Entering Unmasked Estep 
Score: -5525078.000000 Penalty: 3708.910645
	Iteration 12Q: 3 clusters Score -5525078 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 85879 members 
Entering Unmasked Estep 
Score: -5526362.000000 Penalty: 3708.910645
	Iteration 13Q: 3 clusters Score -5526362 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 86232 members 
Entering Unmasked Estep 
Score: -5527078.500000 Penalty: 3708.910645
	Iteration 14Q: 3 clusters Score -5527078 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 86466 members 
Entering Unmasked Estep 
Score: -5527596.000000 Penalty: 3708.910645
	Iteration 15Q: 3 clusters Score -5527596 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 86673 members 
Entering Unmasked Estep 
Score: -5528093.500000 Penalty: 3708.910645
	Iteration 16Q: 3 clusters Score -5528094 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 86841 members 
Entering Unmasked Estep 
Score: -5528497.500000 Penalty: 3708.910645
	Iteration 17Q: 3 clusters Score -5528498 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 86967 members 
Entering Unmasked Estep 
Score: -5528839.500000 Penalty: 3708.910645
	Iteration 18Q: 3 clusters Score -5528840 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 87031 members 
Entering Unmasked Estep 
Score: -5529045.500000 Penalty: 3708.910645
	Iteration 19Q: 3 clusters Score -5529046 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 87033 members 
Entering Unmasked Estep 
Score: -5529184.500000 Penalty: 3708.910645
	Iteration 20F: 3 clusters Score -5529184 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 86993 members 
Entering Unmasked Estep 
Score: -5529253.000000 Penalty: 3708.910645
	Iteration 21Q: 3 clusters Score -5529253 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 86964 members 
Entering Unmasked Estep 
Score: -5529305.000000 Penalty: 3708.910645
	Iteration 22Q: 3 clusters Score -5529305 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 86906 members 
Entering Unmasked Estep 
Score: -5529330.000000 Penalty: 3708.910645
	Iteration 23Q: 3 clusters Score -5529330 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 86867 members 
Entering Unmasked Estep 
Score: -5529342.500000 Penalty: 3708.910645
	Iteration 24Q: 3 clusters Score -5529342 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 86834 members 
Entering Unmasked Estep 
Score: -5529353.500000 Penalty: 3708.910645
	Iteration 25Q: 3 clusters Score -5529354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 86804 members 
Entering Unmasked Estep 
Score: -5529354.500000 Penalty: 3708.910645
	Iteration 26Q: 3 clusters Score -5529354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 86784 members 
Entering Unmasked Estep 
Score: -5529356.000000 Penalty: 3708.910645
	Iteration 27Q: 3 clusters Score -5529356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 86780 members 
Entering Unmasked Estep 
Score: -5529365.000000 Penalty: 3708.910645
	Iteration 28Q: 3 clusters Score -5529365 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 86775 members 
Entering Unmasked Estep 
Score: -5529378.500000 Penalty: 3708.910645
	Iteration 29Q: 3 clusters Score -5529378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 86766 members 
Entering Unmasked Estep 
Score: -5529383.500000 Penalty: 3708.910645
	Iteration 30Q: 3 clusters Score -5529384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 86754 members 
Entering Unmasked Estep 
Score: -5529380.500000 Penalty: 3708.910645
	Iteration 31Q: 3 clusters Score -5529380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 86742 members 
Entering Unmasked Estep 
Score: -5529379.500000 Penalty: 3708.910645
	Iteration 32Q: 3 clusters Score -5529380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 86726 members 
Entering Unmasked Estep 
Score: -5529376.500000 Penalty: 3708.910645
	Iteration 33Q: 3 clusters Score -5529376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 86715 members 
Entering Unmasked Estep 
Score: -5529378.500000 Penalty: 3708.910645
	Iteration 34Q: 3 clusters Score -5529378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 86705 members 
Entering Unmasked Estep 
Score: -5529369.500000 Penalty: 3708.910645
	Iteration 35Q: 3 clusters Score -5529370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 86693 members 
Entering Unmasked Estep 
Score: -5529375.500000 Penalty: 3708.910645
	Iteration 36Q: 3 clusters Score -5529376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 86683 members 
Entering Unmasked Estep 
Score: -5529379.000000 Penalty: 3708.910645
	Iteration 37Q: 3 clusters Score -5529379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 86673 members 
Entering Unmasked Estep 
Score: -5529387.500000 Penalty: 3708.910645
	Iteration 38Q: 3 clusters Score -5529388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 86671 members 
Entering Unmasked Estep 
Score: -5529376.500000 Penalty: 3708.910645
	Iteration 39Q: 3 clusters Score -5529376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 86669 members 
Entering Unmasked Estep 
Score: -5529373.500000 Penalty: 3708.910645
	Iteration 40F: 3 clusters Score -5529374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 86668 members 
Entering Unmasked Estep 
Score: -5529378.000000 Penalty: 3708.910645
	Iteration 41Q: 3 clusters Score -5529378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 86668 members 
Entering Unmasked Estep 
Score: -5529374.500000 Penalty: 3708.910645
	Iteration 42Q: 3 clusters Score -5529374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 86660 members 
Entering Unmasked Estep 
Score: -5529384.000000 Penalty: 3708.910645
	Iteration 43Q: 3 clusters Score -5529384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 86654 members 
Entering Unmasked Estep 
Score: -5529373.000000 Penalty: 3708.910645
	Iteration 44Q: 3 clusters Score -5529373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 86648 members 
Entering Unmasked Estep 
Score: -5529372.000000 Penalty: 3708.910645
	Iteration 45Q: 3 clusters Score -5529372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 86640 members 
Entering Unmasked Estep 
Score: -5529373.000000 Penalty: 3708.910645
	Iteration 46Q: 3 clusters Score -5529373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 86633 members 
Entering Unmasked Estep 
Score: -5529379.000000 Penalty: 3708.910645
	Iteration 47Q: 3 clusters Score -5529379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 86630 members 
Entering Unmasked Estep 
Score: -5529384.000000 Penalty: 3708.910645
	Iteration 48Q: 3 clusters Score -5529384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 86629 members 
Entering Unmasked Estep 
Score: -5529378.500000 Penalty: 3708.910645
	Iteration 49Q: 3 clusters Score -5529378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 86628 members 
Entering Unmasked Estep 
Score: -5529375.000000 Penalty: 3708.910645
	Iteration 50Q: 3 clusters Score -5529375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 86627 members 
Entering Unmasked Estep 
Score: -5529372.000000 Penalty: 3708.910645
	Iteration 51Q: 3 clusters Score -5529372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 86626 members 
Entering Unmasked Estep 
Score: -5529376.000000 Penalty: 3708.910645
	Iteration 52Q: 3 clusters Score -5529376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 86624 members 
Entering Unmasked Estep 
Score: -5529372.500000 Penalty: 3708.910645
	Iteration 53Q: 3 clusters Score -5529372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -5529374.500000 Penalty: 3708.910645
	Iteration 54Q: 3 clusters Score -5529374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -5529374.500000 Penalty: 3708.910645
	Iteration 55F: 3 clusters Score -5529374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4660 members 
Mstep: Class 3 contains 2863 members 
Mstep: Class 4 contains 14872 members 
Mstep: Class 5 contains 200 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 5409 members 
Mstep: Class 8 contains 11754 members 
Mstep: Class 9 contains 11369 members 
Mstep: Class 10 contains 4904 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5115 members 
Mstep: Class 14 contains 3779 members 
Mstep: Class 15 contains 86623 members 
Mstep: Class 16 contains 6458 members 
Mstep: Class 17 contains 11760 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 89196 members 
Mstep: Class 21 contains 4219 members 
Mstep: Class 22 contains 19979 members 
Mstep: Class 24 contains 60319 members 
Entering Unmasked Estep 
Score: -21337704.000000 Penalty: 45735.921875
Splitting cluster 6 changes total score from -21336448.000000 to -21337704.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 7 (5409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Entering Unmasked Estep 
Score: -341311.437500 Penalty: 1396.820679
	Iteration 0F: 2 clusters Score -341311.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -337060.437500 Penalty: 2793.641357
	Iteration 0F: 3 clusters Score -337060.4 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -338218.750000 Penalty: 2793.641357
	Iteration 1F: 3 clusters Score -338218.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -338386.812500 Penalty: 2793.641357
	Iteration 2F: 3 clusters Score -338386.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -338501.500000 Penalty: 2793.641357
	Iteration 3Q: 3 clusters Score -338501.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -338575.750000 Penalty: 2793.641357
	Iteration 4Q: 3 clusters Score -338575.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -338631.843750 Penalty: 2793.641357
	Iteration 5Q: 3 clusters Score -338631.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -338688.625000 Penalty: 2793.641357
	Iteration 6Q: 3 clusters Score -338688.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -338744.906250 Penalty: 2793.641357
	Iteration 7Q: 3 clusters Score -338744.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -338779.593750 Penalty: 2793.641357
	Iteration 8Q: 3 clusters Score -338779.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -338802.062500 Penalty: 2793.641357
	Iteration 9Q: 3 clusters Score -338802.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -338821.031250 Penalty: 2793.641357
	Iteration 10Q: 3 clusters Score -338821 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -338839.531250 Penalty: 2793.641357
	Iteration 11Q: 3 clusters Score -338839.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -338849.968750 Penalty: 2793.641357
	Iteration 12Q: 3 clusters Score -338850 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -338862.031250 Penalty: 2793.641357
	Iteration 13Q: 3 clusters Score -338862 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -338874.875000 Penalty: 2793.641357
	Iteration 14Q: 3 clusters Score -338874.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -338892.312500 Penalty: 2793.641357
	Iteration 15Q: 3 clusters Score -338892.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -338909.406250 Penalty: 2793.641357
	Iteration 16Q: 3 clusters Score -338909.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -338932.812500 Penalty: 2793.641357
	Iteration 17Q: 3 clusters Score -338932.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -338957.312500 Penalty: 2793.641357
	Iteration 18Q: 3 clusters Score -338957.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -338983.656250 Penalty: 2793.641357
	Iteration 19Q: 3 clusters Score -338983.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -339017.312500 Penalty: 2793.641357
	Iteration 20F: 3 clusters Score -339017.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -339046.343750 Penalty: 2793.641357
	Iteration 21Q: 3 clusters Score -339046.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -339067.000000 Penalty: 2793.641357
	Iteration 22Q: 3 clusters Score -339067 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -339097.875000 Penalty: 2793.641357
	Iteration 23Q: 3 clusters Score -339097.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -339129.906250 Penalty: 2793.641357
	Iteration 24Q: 3 clusters Score -339129.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -339161.750000 Penalty: 2793.641357
	Iteration 25Q: 3 clusters Score -339161.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -339198.843750 Penalty: 2793.641357
	Iteration 26Q: 3 clusters Score -339198.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -339244.500000 Penalty: 2793.641357
	Iteration 27Q: 3 clusters Score -339244.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -339292.062500 Penalty: 2793.641357
	Iteration 28Q: 3 clusters Score -339292.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -339340.250000 Penalty: 2793.641357
	Iteration 29Q: 3 clusters Score -339340.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -339393.406250 Penalty: 2793.641357
	Iteration 30Q: 3 clusters Score -339393.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -339446.781250 Penalty: 2793.641357
	Iteration 31Q: 3 clusters Score -339446.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -339501.906250 Penalty: 2793.641357
	Iteration 32Q: 3 clusters Score -339501.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -339566.156250 Penalty: 2793.641357
	Iteration 33Q: 3 clusters Score -339566.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -339637.500000 Penalty: 2793.641357
	Iteration 34Q: 3 clusters Score -339637.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -339711.000000 Penalty: 2793.641357
	Iteration 35Q: 3 clusters Score -339711 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -339795.281250 Penalty: 2793.641357
	Iteration 36Q: 3 clusters Score -339795.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -339876.000000 Penalty: 2793.641357
	Iteration 37Q: 3 clusters Score -339876 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -339934.218750 Penalty: 2793.641357
	Iteration 38Q: 3 clusters Score -339934.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -339978.937500 Penalty: 2793.641357
	Iteration 39Q: 3 clusters Score -339978.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -340002.812500 Penalty: 2793.641357
	Iteration 40F: 3 clusters Score -340002.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -340019.687500 Penalty: 2793.641357
	Iteration 41Q: 3 clusters Score -340019.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -340029.093750 Penalty: 2793.641357
	Iteration 42Q: 3 clusters Score -340029.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -340035.000000 Penalty: 2793.641357
	Iteration 43Q: 3 clusters Score -340035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -340040.843750 Penalty: 2793.641357
	Iteration 44Q: 3 clusters Score -340040.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -340046.343750 Penalty: 2793.641357
	Iteration 45Q: 3 clusters Score -340046.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -340049.312500 Penalty: 2793.641357
	Iteration 46Q: 3 clusters Score -340049.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -340055.875000 Penalty: 2793.641357
	Iteration 47Q: 3 clusters Score -340055.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -340061.937500 Penalty: 2793.641357
	Iteration 48Q: 3 clusters Score -340061.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -340070.156250 Penalty: 2793.641357
	Iteration 49Q: 3 clusters Score -340070.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -340074.937500 Penalty: 2793.641357
	Iteration 50Q: 3 clusters Score -340074.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -340076.937500 Penalty: 2793.641357
	Iteration 51Q: 3 clusters Score -340076.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -340079.000000 Penalty: 2793.641357
	Iteration 52Q: 3 clusters Score -340079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -340079.750000 Penalty: 2793.641357
	Iteration 53Q: 3 clusters Score -340079.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -340081.062500 Penalty: 2793.641357
	Iteration 54Q: 3 clusters Score -340081.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -340081.062500 Penalty: 2793.641357
	Iteration 55F: 3 clusters Score -340081.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Entering Unmasked Estep 
Score: -705570.625000 Penalty: 1522.941772
	Iteration 0F: 2 clusters Score -705570.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -697179.312500 Penalty: 3045.883545
	Iteration 0F: 3 clusters Score -697179.3 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -700063.375000 Penalty: 3045.883545
	Iteration 1F: 3 clusters Score -700063.4 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -700377.562500 Penalty: 3045.883545
	Iteration 2F: 3 clusters Score -700377.6 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -700674.500000 Penalty: 3045.883545
	Iteration 3F: 3 clusters Score -700674.5 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -700991.250000 Penalty: 3045.883545
	Iteration 4F: 3 clusters Score -700991.2 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -701340.250000 Penalty: 3045.883545
	Iteration 5F: 3 clusters Score -701340.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -701688.625000 Penalty: 3045.883545
	Iteration 6Q: 3 clusters Score -701688.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -702048.687500 Penalty: 3045.883545
	Iteration 7Q: 3 clusters Score -702048.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -702391.500000 Penalty: 3045.883545
	Iteration 8Q: 3 clusters Score -702391.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -702723.062500 Penalty: 3045.883545
	Iteration 9Q: 3 clusters Score -702723.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -703031.437500 Penalty: 3045.883545
	Iteration 10Q: 3 clusters Score -703031.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -703251.062500 Penalty: 3045.883545
	Iteration 11Q: 3 clusters Score -703251.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -703404.562500 Penalty: 3045.883545
	Iteration 12Q: 3 clusters Score -703404.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -703529.562500 Penalty: 3045.883545
	Iteration 13Q: 3 clusters Score -703529.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -703628.000000 Penalty: 3045.883545
	Iteration 14Q: 3 clusters Score -703628 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -703728.875000 Penalty: 3045.883545
	Iteration 15Q: 3 clusters Score -703728.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -703843.625000 Penalty: 3045.883545
	Iteration 16Q: 3 clusters Score -703843.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -703972.250000 Penalty: 3045.883545
	Iteration 17Q: 3 clusters Score -703972.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -704128.937500 Penalty: 3045.883545
	Iteration 18Q: 3 clusters Score -704128.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -704314.375000 Penalty: 3045.883545
	Iteration 19Q: 3 clusters Score -704314.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -704554.187500 Penalty: 3045.883545
	Iteration 20F: 3 clusters Score -704554.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -704805.812500 Penalty: 3045.883545
	Iteration 21Q: 3 clusters Score -704805.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -705073.437500 Penalty: 3045.883545
	Iteration 22Q: 3 clusters Score -705073.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -705347.375000 Penalty: 3045.883545
	Iteration 23Q: 3 clusters Score -705347.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -705525.687500 Penalty: 3045.883545
	Iteration 24Q: 3 clusters Score -705525.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -705595.500000 Penalty: 3045.883545
	Iteration 25Q: 3 clusters Score -705595.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -705630.812500 Penalty: 3045.883545
	Iteration 26Q: 3 clusters Score -705630.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -705643.687500 Penalty: 3045.883545
	Iteration 27Q: 3 clusters Score -705643.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -705650.562500 Penalty: 3045.883545
	Iteration 28Q: 3 clusters Score -705650.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -705653.000000 Penalty: 3045.883545
	Iteration 29Q: 3 clusters Score -705653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -705655.500000 Penalty: 3045.883545
	Iteration 30Q: 3 clusters Score -705655.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -705656.812500 Penalty: 3045.883545
	Iteration 31Q: 3 clusters Score -705656.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -705659.000000 Penalty: 3045.883545
	Iteration 32Q: 3 clusters Score -705659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -705660.500000 Penalty: 3045.883545
	Iteration 33Q: 3 clusters Score -705660.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -705659.000000 Penalty: 3045.883545
	Iteration 34Q: 3 clusters Score -705659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -705658.000000 Penalty: 3045.883545
	Iteration 35Q: 3 clusters Score -705658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -705659.812500 Penalty: 3045.883545
	Iteration 36Q: 3 clusters Score -705659.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -705660.125000 Penalty: 3045.883545
	Iteration 37Q: 3 clusters Score -705660.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -705658.625000 Penalty: 3045.883545
	Iteration 38Q: 3 clusters Score -705658.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -705658.687500 Penalty: 3045.883545
	Iteration 39Q: 3 clusters Score -705658.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -705660.125000 Penalty: 3045.883545
	Iteration 40F: 3 clusters Score -705660.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -705659.687500 Penalty: 3045.883545
	Iteration 41Q: 3 clusters Score -705659.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -705660.250000 Penalty: 3045.883545
	Iteration 42Q: 3 clusters Score -705660.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -705662.812500 Penalty: 3045.883545
	Iteration 43Q: 3 clusters Score -705662.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -705661.500000 Penalty: 3045.883545
	Iteration 44Q: 3 clusters Score -705661.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -705661.375000 Penalty: 3045.883545
	Iteration 45Q: 3 clusters Score -705661.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -705661.812500 Penalty: 3045.883545
	Iteration 46Q: 3 clusters Score -705661.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -705662.687500 Penalty: 3045.883545
	Iteration 47Q: 3 clusters Score -705662.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -705662.187500 Penalty: 3045.883545
	Iteration 48Q: 3 clusters Score -705662.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -705661.062500 Penalty: 3045.883545
	Iteration 49Q: 3 clusters Score -705661.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -705662.500000 Penalty: 3045.883545
	Iteration 50Q: 3 clusters Score -705662.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -705664.562500 Penalty: 3045.883545
	Iteration 51Q: 3 clusters Score -705664.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -705661.937500 Penalty: 3045.883545
	Iteration 52Q: 3 clusters Score -705661.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -705661.937500 Penalty: 3045.883545
	Iteration 53F: 3 clusters Score -705661.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4660 members 
Mstep: Class 3 contains 2863 members 
Mstep: Class 4 contains 14872 members 
Mstep: Class 5 contains 200 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 5409 members 
Mstep: Class 8 contains 6172 members 
Mstep: Class 9 contains 11369 members 
Mstep: Class 10 contains 4904 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5115 members 
Mstep: Class 14 contains 3779 members 
Mstep: Class 15 contains 86623 members 
Mstep: Class 16 contains 6458 members 
Mstep: Class 17 contains 11760 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 89196 members 
Mstep: Class 20 contains 5582 members 
Mstep: Class 21 contains 4219 members 
Mstep: Class 22 contains 19979 members 
Mstep: Class 24 contains 60319 members 
Entering Unmasked Estep 
Score: -21337260.000000 Penalty: 47814.824219
Splitting cluster 8 changes total score from -21336448.000000 to -21337260.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 9 (11369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Entering Unmasked Estep 
Score: -730329.812500 Penalty: 1517.529907
	Iteration 0F: 2 clusters Score -730329.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -722301.812500 Penalty: 3035.059814
	Iteration 0F: 3 clusters Score -722301.8 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -724984.375000 Penalty: 3035.059814
	Iteration 1F: 3 clusters Score -724984.4 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -725320.250000 Penalty: 3035.059814
	Iteration 2F: 3 clusters Score -725320.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -725612.250000 Penalty: 3035.059814
	Iteration 3F: 3 clusters Score -725612.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -725903.562500 Penalty: 3035.059814
	Iteration 4F: 3 clusters Score -725903.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -726156.625000 Penalty: 3035.059814
	Iteration 5Q: 3 clusters Score -726156.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -726385.250000 Penalty: 3035.059814
	Iteration 6Q: 3 clusters Score -726385.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -726579.437500 Penalty: 3035.059814
	Iteration 7Q: 3 clusters Score -726579.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -726744.500000 Penalty: 3035.059814
	Iteration 8Q: 3 clusters Score -726744.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -726904.312500 Penalty: 3035.059814
	Iteration 9Q: 3 clusters Score -726904.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -727055.875000 Penalty: 3035.059814
	Iteration 10Q: 3 clusters Score -727055.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -727206.312500 Penalty: 3035.059814
	Iteration 11Q: 3 clusters Score -727206.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -727371.437500 Penalty: 3035.059814
	Iteration 12Q: 3 clusters Score -727371.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -727546.062500 Penalty: 3035.059814
	Iteration 13Q: 3 clusters Score -727546.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -727687.375000 Penalty: 3035.059814
	Iteration 14Q: 3 clusters Score -727687.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -727798.937500 Penalty: 3035.059814
	Iteration 15Q: 3 clusters Score -727798.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -727893.062500 Penalty: 3035.059814
	Iteration 16Q: 3 clusters Score -727893.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -727977.687500 Penalty: 3035.059814
	Iteration 17Q: 3 clusters Score -727977.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -728054.500000 Penalty: 3035.059814
	Iteration 18Q: 3 clusters Score -728054.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -728120.687500 Penalty: 3035.059814
	Iteration 19Q: 3 clusters Score -728120.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -728186.500000 Penalty: 3035.059814
	Iteration 20F: 3 clusters Score -728186.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -728242.437500 Penalty: 3035.059814
	Iteration 21Q: 3 clusters Score -728242.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -728299.000000 Penalty: 3035.059814
	Iteration 22Q: 3 clusters Score -728299 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -728361.875000 Penalty: 3035.059814
	Iteration 23Q: 3 clusters Score -728361.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -728433.750000 Penalty: 3035.059814
	Iteration 24Q: 3 clusters Score -728433.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -728497.312500 Penalty: 3035.059814
	Iteration 25Q: 3 clusters Score -728497.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -728557.312500 Penalty: 3035.059814
	Iteration 26Q: 3 clusters Score -728557.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -728613.875000 Penalty: 3035.059814
	Iteration 27Q: 3 clusters Score -728613.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -728658.875000 Penalty: 3035.059814
	Iteration 28Q: 3 clusters Score -728658.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -728710.000000 Penalty: 3035.059814
	Iteration 29Q: 3 clusters Score -728710 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -728753.187500 Penalty: 3035.059814
	Iteration 30Q: 3 clusters Score -728753.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -728792.750000 Penalty: 3035.059814
	Iteration 31Q: 3 clusters Score -728792.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -728825.250000 Penalty: 3035.059814
	Iteration 32Q: 3 clusters Score -728825.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -728854.187500 Penalty: 3035.059814
	Iteration 33Q: 3 clusters Score -728854.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -728885.625000 Penalty: 3035.059814
	Iteration 34Q: 3 clusters Score -728885.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -728904.625000 Penalty: 3035.059814
	Iteration 35Q: 3 clusters Score -728904.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -728930.250000 Penalty: 3035.059814
	Iteration 36Q: 3 clusters Score -728930.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -728939.437500 Penalty: 3035.059814
	Iteration 37Q: 3 clusters Score -728939.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -728949.000000 Penalty: 3035.059814
	Iteration 38Q: 3 clusters Score -728949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -728956.687500 Penalty: 3035.059814
	Iteration 39Q: 3 clusters Score -728956.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -728959.812500 Penalty: 3035.059814
	Iteration 40F: 3 clusters Score -728959.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -728962.625000 Penalty: 3035.059814
	Iteration 41Q: 3 clusters Score -728962.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -728965.750000 Penalty: 3035.059814
	Iteration 42Q: 3 clusters Score -728965.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -728966.812500 Penalty: 3035.059814
	Iteration 43Q: 3 clusters Score -728966.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -728969.625000 Penalty: 3035.059814
	Iteration 44Q: 3 clusters Score -728969.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -728971.312500 Penalty: 3035.059814
	Iteration 45Q: 3 clusters Score -728971.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -728972.625000 Penalty: 3035.059814
	Iteration 46Q: 3 clusters Score -728972.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -728973.187500 Penalty: 3035.059814
	Iteration 47Q: 3 clusters Score -728973.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -728973.187500 Penalty: 3035.059814
	Iteration 48Q: 3 clusters Score -728973.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -728975.000000 Penalty: 3035.059814
	Iteration 49Q: 3 clusters Score -728975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -728976.625000 Penalty: 3035.059814
	Iteration 50Q: 3 clusters Score -728976.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -728978.250000 Penalty: 3035.059814
	Iteration 51Q: 3 clusters Score -728978.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -728980.312500 Penalty: 3035.059814
	Iteration 52Q: 3 clusters Score -728980.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -728982.062500 Penalty: 3035.059814
	Iteration 53Q: 3 clusters Score -728982.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -728982.062500 Penalty: 3035.059814
	Iteration 54F: 3 clusters Score -728982.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Entering Unmasked Estep 
Score: -289601.812500 Penalty: 1380.893555
	Iteration 0F: 2 clusters Score -289601.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -285724.031250 Penalty: 2761.787109
	Iteration 0F: 3 clusters Score -285724 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -287162.031250 Penalty: 2761.787109
	Iteration 1F: 3 clusters Score -287162 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -287576.593750 Penalty: 2761.787109
	Iteration 2F: 3 clusters Score -287576.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -287879.437500 Penalty: 2761.787109
	Iteration 3F: 3 clusters Score -287879.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -288068.375000 Penalty: 2761.787109
	Iteration 4F: 3 clusters Score -288068.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -288190.437500 Penalty: 2761.787109
	Iteration 5Q: 3 clusters Score -288190.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -288313.187500 Penalty: 2761.787109
	Iteration 6Q: 3 clusters Score -288313.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -288413.687500 Penalty: 2761.787109
	Iteration 7Q: 3 clusters Score -288413.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -288489.062500 Penalty: 2761.787109
	Iteration 8Q: 3 clusters Score -288489.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -288541.156250 Penalty: 2761.787109
	Iteration 9Q: 3 clusters Score -288541.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -288597.750000 Penalty: 2761.787109
	Iteration 10Q: 3 clusters Score -288597.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -288653.343750 Penalty: 2761.787109
	Iteration 11Q: 3 clusters Score -288653.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -288719.031250 Penalty: 2761.787109
	Iteration 12Q: 3 clusters Score -288719 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -288801.250000 Penalty: 2761.787109
	Iteration 13Q: 3 clusters Score -288801.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -288876.312500 Penalty: 2761.787109
	Iteration 14Q: 3 clusters Score -288876.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -288946.812500 Penalty: 2761.787109
	Iteration 15Q: 3 clusters Score -288946.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -288985.062500 Penalty: 2761.787109
	Iteration 16Q: 3 clusters Score -288985.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -289012.593750 Penalty: 2761.787109
	Iteration 17Q: 3 clusters Score -289012.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -289034.218750 Penalty: 2761.787109
	Iteration 18Q: 3 clusters Score -289034.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -289054.062500 Penalty: 2761.787109
	Iteration 19Q: 3 clusters Score -289054.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -289065.312500 Penalty: 2761.787109
	Iteration 20F: 3 clusters Score -289065.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -289082.312500 Penalty: 2761.787109
	Iteration 21Q: 3 clusters Score -289082.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -289094.718750 Penalty: 2761.787109
	Iteration 22Q: 3 clusters Score -289094.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -289103.531250 Penalty: 2761.787109
	Iteration 23Q: 3 clusters Score -289103.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -289106.062500 Penalty: 2761.787109
	Iteration 24Q: 3 clusters Score -289106.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -289109.437500 Penalty: 2761.787109
	Iteration 25Q: 3 clusters Score -289109.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -289112.312500 Penalty: 2761.787109
	Iteration 26Q: 3 clusters Score -289112.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -289113.093750 Penalty: 2761.787109
	Iteration 27Q: 3 clusters Score -289113.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -289113.937500 Penalty: 2761.787109
	Iteration 28Q: 3 clusters Score -289113.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -289114.468750 Penalty: 2761.787109
	Iteration 29Q: 3 clusters Score -289114.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -289115.375000 Penalty: 2761.787109
	Iteration 30Q: 3 clusters Score -289115.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -289115.781250 Penalty: 2761.787109
	Iteration 31Q: 3 clusters Score -289115.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -289116.593750 Penalty: 2761.787109
	Iteration 32Q: 3 clusters Score -289116.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -289116.781250 Penalty: 2761.787109
	Iteration 33Q: 3 clusters Score -289116.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -289116.781250 Penalty: 2761.787109
	Iteration 34F: 3 clusters Score -289116.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Entering Unmasked Estep 
Score: -134532.640625 Penalty: 1262.866943
	Iteration 0F: 2 clusters Score -134532.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -132189.625000 Penalty: 2525.733887
	Iteration 0F: 3 clusters Score -132189.6 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -132710.796875 Penalty: 2525.733887
	Iteration 1F: 3 clusters Score -132710.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -132843.906250 Penalty: 2525.733887
	Iteration 2F: 3 clusters Score -132843.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -132927.890625 Penalty: 2525.733887
	Iteration 3Q: 3 clusters Score -132927.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -133002.578125 Penalty: 2525.733887
	Iteration 4Q: 3 clusters Score -133002.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -133061.453125 Penalty: 2525.733887
	Iteration 5Q: 3 clusters Score -133061.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -133110.890625 Penalty: 2525.733887
	Iteration 6Q: 3 clusters Score -133110.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -133157.796875 Penalty: 2525.733887
	Iteration 7Q: 3 clusters Score -133157.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -133197.687500 Penalty: 2525.733887
	Iteration 8Q: 3 clusters Score -133197.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -133224.734375 Penalty: 2525.733887
	Iteration 9Q: 3 clusters Score -133224.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -133233.312500 Penalty: 2525.733887
	Iteration 10Q: 3 clusters Score -133233.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -133243.453125 Penalty: 2525.733887
	Iteration 11Q: 3 clusters Score -133243.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -133250.296875 Penalty: 2525.733887
	Iteration 12Q: 3 clusters Score -133250.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -133255.109375 Penalty: 2525.733887
	Iteration 13Q: 3 clusters Score -133255.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -133257.250000 Penalty: 2525.733887
	Iteration 14Q: 3 clusters Score -133257.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -133261.359375 Penalty: 2525.733887
	Iteration 15Q: 3 clusters Score -133261.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -133265.625000 Penalty: 2525.733887
	Iteration 16Q: 3 clusters Score -133265.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -133268.671875 Penalty: 2525.733887
	Iteration 17Q: 3 clusters Score -133268.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -133270.515625 Penalty: 2525.733887
	Iteration 18Q: 3 clusters Score -133270.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -133273.015625 Penalty: 2525.733887
	Iteration 19Q: 3 clusters Score -133273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -133276.109375 Penalty: 2525.733887
	Iteration 20F: 3 clusters Score -133276.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -133279.078125 Penalty: 2525.733887
	Iteration 21Q: 3 clusters Score -133279.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -133284.000000 Penalty: 2525.733887
	Iteration 22Q: 3 clusters Score -133284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -133288.578125 Penalty: 2525.733887
	Iteration 23Q: 3 clusters Score -133288.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -133294.640625 Penalty: 2525.733887
	Iteration 24Q: 3 clusters Score -133294.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -133301.984375 Penalty: 2525.733887
	Iteration 25Q: 3 clusters Score -133302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -133308.156250 Penalty: 2525.733887
	Iteration 26Q: 3 clusters Score -133308.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -133316.796875 Penalty: 2525.733887
	Iteration 27Q: 3 clusters Score -133316.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -133322.718750 Penalty: 2525.733887
	Iteration 28Q: 3 clusters Score -133322.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -133327.437500 Penalty: 2525.733887
	Iteration 29Q: 3 clusters Score -133327.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -133332.640625 Penalty: 2525.733887
	Iteration 30Q: 3 clusters Score -133332.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -133337.750000 Penalty: 2525.733887
	Iteration 31Q: 3 clusters Score -133337.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -133340.250000 Penalty: 2525.733887
	Iteration 32Q: 3 clusters Score -133340.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -133343.609375 Penalty: 2525.733887
	Iteration 33Q: 3 clusters Score -133343.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -133347.890625 Penalty: 2525.733887
	Iteration 34Q: 3 clusters Score -133347.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -133349.718750 Penalty: 2525.733887
	Iteration 35Q: 3 clusters Score -133349.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -133352.109375 Penalty: 2525.733887
	Iteration 36Q: 3 clusters Score -133352.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -133353.062500 Penalty: 2525.733887
	Iteration 37Q: 3 clusters Score -133353.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -133354.843750 Penalty: 2525.733887
	Iteration 38Q: 3 clusters Score -133354.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -133356.343750 Penalty: 2525.733887
	Iteration 39Q: 3 clusters Score -133356.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -133357.765625 Penalty: 2525.733887
	Iteration 40F: 3 clusters Score -133357.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -133362.421875 Penalty: 2525.733887
	Iteration 41Q: 3 clusters Score -133362.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -133366.468750 Penalty: 2525.733887
	Iteration 42Q: 3 clusters Score -133366.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -133369.296875 Penalty: 2525.733887
	Iteration 43Q: 3 clusters Score -133369.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -133372.515625 Penalty: 2525.733887
	Iteration 44Q: 3 clusters Score -133372.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -133375.437500 Penalty: 2525.733887
	Iteration 45Q: 3 clusters Score -133375.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -133379.296875 Penalty: 2525.733887
	Iteration 46Q: 3 clusters Score -133379.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -133382.031250 Penalty: 2525.733887
	Iteration 47Q: 3 clusters Score -133382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -133384.046875 Penalty: 2525.733887
	Iteration 48Q: 3 clusters Score -133384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -133385.390625 Penalty: 2525.733887
	Iteration 49Q: 3 clusters Score -133385.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -133385.687500 Penalty: 2525.733887
	Iteration 50Q: 3 clusters Score -133385.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -133386.515625 Penalty: 2525.733887
	Iteration 51Q: 3 clusters Score -133386.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -133386.828125 Penalty: 2525.733887
	Iteration 52Q: 3 clusters Score -133386.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -133386.828125 Penalty: 2525.733887
	Iteration 53F: 3 clusters Score -133386.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -74080.804688 Penalty: 1152.137451
	Iteration 0F: 2 clusters Score -74080.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -72503.179688 Penalty: 2304.274902
	Iteration 0F: 3 clusters Score -72503.18 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -72786.695312 Penalty: 2304.274902
	Iteration 1F: 3 clusters Score -72786.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -72876.750000 Penalty: 2304.274902
	Iteration 2F: 3 clusters Score -72876.75 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -72919.406250 Penalty: 2304.274902
	Iteration 3Q: 3 clusters Score -72919.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -72940.429688 Penalty: 2304.274902
	Iteration 4Q: 3 clusters Score -72940.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -72953.515625 Penalty: 2304.274902
	Iteration 5Q: 3 clusters Score -72953.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -72972.218750 Penalty: 2304.274902
	Iteration 6Q: 3 clusters Score -72972.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -72982.093750 Penalty: 2304.274902
	Iteration 7Q: 3 clusters Score -72982.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -72989.312500 Penalty: 2304.274902
	Iteration 8Q: 3 clusters Score -72989.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -72996.921875 Penalty: 2304.274902
	Iteration 9Q: 3 clusters Score -72996.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -73005.570312 Penalty: 2304.274902
	Iteration 10Q: 3 clusters Score -73005.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -73010.484375 Penalty: 2304.274902
	Iteration 11Q: 3 clusters Score -73010.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -73011.468750 Penalty: 2304.274902
	Iteration 12Q: 3 clusters Score -73011.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -73011.468750 Penalty: 2304.274902
	Iteration 13F: 3 clusters Score -73011.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Entering Unmasked Estep 
Score: -330451.281250 Penalty: 1387.739014
	Iteration 0F: 2 clusters Score -330451.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -326388.437500 Penalty: 2775.478027
	Iteration 0F: 3 clusters Score -326388.4 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -327487.843750 Penalty: 2775.478027
	Iteration 1F: 3 clusters Score -327487.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -327669.218750 Penalty: 2775.478027
	Iteration 2F: 3 clusters Score -327669.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -327774.375000 Penalty: 2775.478027
	Iteration 3Q: 3 clusters Score -327774.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -327842.593750 Penalty: 2775.478027
	Iteration 4Q: 3 clusters Score -327842.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -327898.218750 Penalty: 2775.478027
	Iteration 5Q: 3 clusters Score -327898.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -327937.843750 Penalty: 2775.478027
	Iteration 6Q: 3 clusters Score -327937.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -327975.562500 Penalty: 2775.478027
	Iteration 7Q: 3 clusters Score -327975.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -328005.906250 Penalty: 2775.478027
	Iteration 8Q: 3 clusters Score -328005.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -328029.593750 Penalty: 2775.478027
	Iteration 9Q: 3 clusters Score -328029.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -328052.937500 Penalty: 2775.478027
	Iteration 10Q: 3 clusters Score -328052.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -328072.875000 Penalty: 2775.478027
	Iteration 11Q: 3 clusters Score -328072.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -328094.375000 Penalty: 2775.478027
	Iteration 12Q: 3 clusters Score -328094.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -328110.187500 Penalty: 2775.478027
	Iteration 13Q: 3 clusters Score -328110.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -328125.562500 Penalty: 2775.478027
	Iteration 14Q: 3 clusters Score -328125.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -328143.843750 Penalty: 2775.478027
	Iteration 15Q: 3 clusters Score -328143.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -328167.343750 Penalty: 2775.478027
	Iteration 16Q: 3 clusters Score -328167.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -328202.343750 Penalty: 2775.478027
	Iteration 17Q: 3 clusters Score -328202.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -328238.593750 Penalty: 2775.478027
	Iteration 18Q: 3 clusters Score -328238.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -328270.125000 Penalty: 2775.478027
	Iteration 19Q: 3 clusters Score -328270.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -328294.062500 Penalty: 2775.478027
	Iteration 20F: 3 clusters Score -328294.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -328323.843750 Penalty: 2775.478027
	Iteration 21Q: 3 clusters Score -328323.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -328362.875000 Penalty: 2775.478027
	Iteration 22Q: 3 clusters Score -328362.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -328406.750000 Penalty: 2775.478027
	Iteration 23Q: 3 clusters Score -328406.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -328466.000000 Penalty: 2775.478027
	Iteration 24Q: 3 clusters Score -328466 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -328543.500000 Penalty: 2775.478027
	Iteration 25Q: 3 clusters Score -328543.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -328615.687500 Penalty: 2775.478027
	Iteration 26Q: 3 clusters Score -328615.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -328679.625000 Penalty: 2775.478027
	Iteration 27Q: 3 clusters Score -328679.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -328746.750000 Penalty: 2775.478027
	Iteration 28Q: 3 clusters Score -328746.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -328831.968750 Penalty: 2775.478027
	Iteration 29Q: 3 clusters Score -328832 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -328902.281250 Penalty: 2775.478027
	Iteration 30Q: 3 clusters Score -328902.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -328958.218750 Penalty: 2775.478027
	Iteration 31Q: 3 clusters Score -328958.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -329013.937500 Penalty: 2775.478027
	Iteration 32Q: 3 clusters Score -329013.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -329045.593750 Penalty: 2775.478027
	Iteration 33Q: 3 clusters Score -329045.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -329063.187500 Penalty: 2775.478027
	Iteration 34Q: 3 clusters Score -329063.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -329087.031250 Penalty: 2775.478027
	Iteration 35Q: 3 clusters Score -329087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -329105.000000 Penalty: 2775.478027
	Iteration 36Q: 3 clusters Score -329105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -329127.093750 Penalty: 2775.478027
	Iteration 37Q: 3 clusters Score -329127.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -329146.343750 Penalty: 2775.478027
	Iteration 38Q: 3 clusters Score -329146.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -329165.375000 Penalty: 2775.478027
	Iteration 39Q: 3 clusters Score -329165.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -329179.031250 Penalty: 2775.478027
	Iteration 40F: 3 clusters Score -329179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -329186.937500 Penalty: 2775.478027
	Iteration 41Q: 3 clusters Score -329186.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -329194.781250 Penalty: 2775.478027
	Iteration 42Q: 3 clusters Score -329194.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -329205.156250 Penalty: 2775.478027
	Iteration 43Q: 3 clusters Score -329205.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -329216.906250 Penalty: 2775.478027
	Iteration 44Q: 3 clusters Score -329216.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -329227.687500 Penalty: 2775.478027
	Iteration 45Q: 3 clusters Score -329227.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -329242.781250 Penalty: 2775.478027
	Iteration 46Q: 3 clusters Score -329242.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -329248.812500 Penalty: 2775.478027
	Iteration 47Q: 3 clusters Score -329248.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -329251.937500 Penalty: 2775.478027
	Iteration 48Q: 3 clusters Score -329251.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -329252.312500 Penalty: 2775.478027
	Iteration 49Q: 3 clusters Score -329252.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -329252.312500 Penalty: 2775.478027
	Iteration 50F: 3 clusters Score -329252.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Entering Unmasked Estep 
Score: -217549.968750 Penalty: 1338.547485
	Iteration 0F: 2 clusters Score -217550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -214376.859375 Penalty: 2677.094971
	Iteration 0F: 3 clusters Score -214376.9 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -215316.375000 Penalty: 2677.094971
	Iteration 1F: 3 clusters Score -215316.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -215617.671875 Penalty: 2677.094971
	Iteration 2F: 3 clusters Score -215617.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -215883.234375 Penalty: 2677.094971
	Iteration 3F: 3 clusters Score -215883.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -216100.640625 Penalty: 2677.094971
	Iteration 4F: 3 clusters Score -216100.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -216260.593750 Penalty: 2677.094971
	Iteration 5F: 3 clusters Score -216260.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -216392.562500 Penalty: 2677.094971
	Iteration 6Q: 3 clusters Score -216392.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -216489.343750 Penalty: 2677.094971
	Iteration 7Q: 3 clusters Score -216489.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -216547.875000 Penalty: 2677.094971
	Iteration 8Q: 3 clusters Score -216547.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -216597.390625 Penalty: 2677.094971
	Iteration 9Q: 3 clusters Score -216597.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -216635.578125 Penalty: 2677.094971
	Iteration 10Q: 3 clusters Score -216635.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -216658.171875 Penalty: 2677.094971
	Iteration 11Q: 3 clusters Score -216658.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -216675.593750 Penalty: 2677.094971
	Iteration 12Q: 3 clusters Score -216675.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -216692.250000 Penalty: 2677.094971
	Iteration 13Q: 3 clusters Score -216692.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -216714.265625 Penalty: 2677.094971
	Iteration 14Q: 3 clusters Score -216714.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -216725.906250 Penalty: 2677.094971
	Iteration 15Q: 3 clusters Score -216725.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -216733.390625 Penalty: 2677.094971
	Iteration 16Q: 3 clusters Score -216733.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -216741.875000 Penalty: 2677.094971
	Iteration 17Q: 3 clusters Score -216741.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -216750.234375 Penalty: 2677.094971
	Iteration 18Q: 3 clusters Score -216750.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -216754.515625 Penalty: 2677.094971
	Iteration 19Q: 3 clusters Score -216754.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -216756.750000 Penalty: 2677.094971
	Iteration 20F: 3 clusters Score -216756.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -216760.000000 Penalty: 2677.094971
	Iteration 21Q: 3 clusters Score -216760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -216761.812500 Penalty: 2677.094971
	Iteration 22Q: 3 clusters Score -216761.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -216763.671875 Penalty: 2677.094971
	Iteration 23Q: 3 clusters Score -216763.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -216764.250000 Penalty: 2677.094971
	Iteration 24Q: 3 clusters Score -216764.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -216764.937500 Penalty: 2677.094971
	Iteration 25Q: 3 clusters Score -216764.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -216765.000000 Penalty: 2677.094971
	Iteration 26Q: 3 clusters Score -216765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -216765.000000 Penalty: 2677.094971
	Iteration 27F: 3 clusters Score -216765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Entering Unmasked Estep 
Score: -383338.250000 Penalty: 1425.624756
	Iteration 0F: 2 clusters Score -383338.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -378431.875000 Penalty: 2851.249512
	Iteration 0F: 3 clusters Score -378431.9 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -380005.156250 Penalty: 2851.249512
	Iteration 1F: 3 clusters Score -380005.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -380234.062500 Penalty: 2851.249512
	Iteration 2F: 3 clusters Score -380234.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -380411.187500 Penalty: 2851.249512
	Iteration 3F: 3 clusters Score -380411.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -380587.500000 Penalty: 2851.249512
	Iteration 4Q: 3 clusters Score -380587.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -380771.812500 Penalty: 2851.249512
	Iteration 5Q: 3 clusters Score -380771.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -380931.062500 Penalty: 2851.249512
	Iteration 6Q: 3 clusters Score -380931.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -381095.937500 Penalty: 2851.249512
	Iteration 7Q: 3 clusters Score -381095.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -381277.156250 Penalty: 2851.249512
	Iteration 8Q: 3 clusters Score -381277.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -381441.375000 Penalty: 2851.249512
	Iteration 9Q: 3 clusters Score -381441.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -381590.937500 Penalty: 2851.249512
	Iteration 10Q: 3 clusters Score -381590.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -381743.625000 Penalty: 2851.249512
	Iteration 11Q: 3 clusters Score -381743.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -381864.281250 Penalty: 2851.249512
	Iteration 12Q: 3 clusters Score -381864.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -381955.468750 Penalty: 2851.249512
	Iteration 13Q: 3 clusters Score -381955.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -382034.031250 Penalty: 2851.249512
	Iteration 14Q: 3 clusters Score -382034 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -382083.812500 Penalty: 2851.249512
	Iteration 15Q: 3 clusters Score -382083.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -382117.468750 Penalty: 2851.249512
	Iteration 16Q: 3 clusters Score -382117.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -382135.812500 Penalty: 2851.249512
	Iteration 17Q: 3 clusters Score -382135.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -382145.156250 Penalty: 2851.249512
	Iteration 18Q: 3 clusters Score -382145.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -382153.093750 Penalty: 2851.249512
	Iteration 19Q: 3 clusters Score -382153.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -382161.500000 Penalty: 2851.249512
	Iteration 20F: 3 clusters Score -382161.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -382168.781250 Penalty: 2851.249512
	Iteration 21Q: 3 clusters Score -382168.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -382177.125000 Penalty: 2851.249512
	Iteration 22Q: 3 clusters Score -382177.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -382181.468750 Penalty: 2851.249512
	Iteration 23Q: 3 clusters Score -382181.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -382184.687500 Penalty: 2851.249512
	Iteration 24Q: 3 clusters Score -382184.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -382187.843750 Penalty: 2851.249512
	Iteration 25Q: 3 clusters Score -382187.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -382191.281250 Penalty: 2851.249512
	Iteration 26Q: 3 clusters Score -382191.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -382193.656250 Penalty: 2851.249512
	Iteration 27Q: 3 clusters Score -382193.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -382195.468750 Penalty: 2851.249512
	Iteration 28Q: 3 clusters Score -382195.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -382198.125000 Penalty: 2851.249512
	Iteration 29Q: 3 clusters Score -382198.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -382200.843750 Penalty: 2851.249512
	Iteration 30Q: 3 clusters Score -382200.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -382202.843750 Penalty: 2851.249512
	Iteration 31Q: 3 clusters Score -382202.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -382205.062500 Penalty: 2851.249512
	Iteration 32Q: 3 clusters Score -382205.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -382206.812500 Penalty: 2851.249512
	Iteration 33Q: 3 clusters Score -382206.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -382207.718750 Penalty: 2851.249512
	Iteration 34Q: 3 clusters Score -382207.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -382211.125000 Penalty: 2851.249512
	Iteration 35Q: 3 clusters Score -382211.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -382210.562500 Penalty: 2851.249512
	Iteration 36Q: 3 clusters Score -382210.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -382210.375000 Penalty: 2851.249512
	Iteration 37Q: 3 clusters Score -382210.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -382210.375000 Penalty: 2851.249512
	Iteration 38F: 3 clusters Score -382210.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Entering Unmasked Estep 
Score: -715520.062500 Penalty: 1523.024658
	Iteration 0F: 2 clusters Score -715520.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -707226.187500 Penalty: 3046.049316
	Iteration 0F: 3 clusters Score -707226.2 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -710025.937500 Penalty: 3046.049316
	Iteration 1F: 3 clusters Score -710025.9 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -710381.687500 Penalty: 3046.049316
	Iteration 2F: 3 clusters Score -710381.7 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -710797.625000 Penalty: 3046.049316
	Iteration 3F: 3 clusters Score -710797.6 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -711264.562500 Penalty: 3046.049316
	Iteration 4F: 3 clusters Score -711264.6 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -711719.812500 Penalty: 3046.049316
	Iteration 5F: 3 clusters Score -711719.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -712126.187500 Penalty: 3046.049316
	Iteration 6F: 3 clusters Score -712126.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -712484.937500 Penalty: 3046.049316
	Iteration 7Q: 3 clusters Score -712484.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -712818.250000 Penalty: 3046.049316
	Iteration 8Q: 3 clusters Score -712818.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -713126.312500 Penalty: 3046.049316
	Iteration 9Q: 3 clusters Score -713126.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -713385.187500 Penalty: 3046.049316
	Iteration 10Q: 3 clusters Score -713385.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -713618.687500 Penalty: 3046.049316
	Iteration 11Q: 3 clusters Score -713618.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -713786.562500 Penalty: 3046.049316
	Iteration 12Q: 3 clusters Score -713786.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -713892.250000 Penalty: 3046.049316
	Iteration 13Q: 3 clusters Score -713892.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -713958.687500 Penalty: 3046.049316
	Iteration 14Q: 3 clusters Score -713958.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -714012.125000 Penalty: 3046.049316
	Iteration 15Q: 3 clusters Score -714012.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -714059.125000 Penalty: 3046.049316
	Iteration 16Q: 3 clusters Score -714059.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -714100.750000 Penalty: 3046.049316
	Iteration 17Q: 3 clusters Score -714100.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -714137.000000 Penalty: 3046.049316
	Iteration 18Q: 3 clusters Score -714137 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -714159.187500 Penalty: 3046.049316
	Iteration 19Q: 3 clusters Score -714159.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -714185.125000 Penalty: 3046.049316
	Iteration 20F: 3 clusters Score -714185.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -714202.250000 Penalty: 3046.049316
	Iteration 21Q: 3 clusters Score -714202.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -714217.500000 Penalty: 3046.049316
	Iteration 22Q: 3 clusters Score -714217.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -714232.250000 Penalty: 3046.049316
	Iteration 23Q: 3 clusters Score -714232.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -714243.750000 Penalty: 3046.049316
	Iteration 24Q: 3 clusters Score -714243.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -714251.625000 Penalty: 3046.049316
	Iteration 25Q: 3 clusters Score -714251.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -714264.687500 Penalty: 3046.049316
	Iteration 26Q: 3 clusters Score -714264.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -714275.625000 Penalty: 3046.049316
	Iteration 27Q: 3 clusters Score -714275.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -714289.187500 Penalty: 3046.049316
	Iteration 28Q: 3 clusters Score -714289.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -714302.187500 Penalty: 3046.049316
	Iteration 29Q: 3 clusters Score -714302.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -714313.000000 Penalty: 3046.049316
	Iteration 30Q: 3 clusters Score -714313 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -714325.250000 Penalty: 3046.049316
	Iteration 31Q: 3 clusters Score -714325.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -714338.500000 Penalty: 3046.049316
	Iteration 32Q: 3 clusters Score -714338.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -714350.875000 Penalty: 3046.049316
	Iteration 33Q: 3 clusters Score -714350.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -714365.250000 Penalty: 3046.049316
	Iteration 34Q: 3 clusters Score -714365.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -714381.000000 Penalty: 3046.049316
	Iteration 35Q: 3 clusters Score -714381 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -714399.625000 Penalty: 3046.049316
	Iteration 36Q: 3 clusters Score -714399.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -714417.562500 Penalty: 3046.049316
	Iteration 37Q: 3 clusters Score -714417.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -714440.375000 Penalty: 3046.049316
	Iteration 38Q: 3 clusters Score -714440.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -714469.687500 Penalty: 3046.049316
	Iteration 39Q: 3 clusters Score -714469.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -714507.750000 Penalty: 3046.049316
	Iteration 40F: 3 clusters Score -714507.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -714537.687500 Penalty: 3046.049316
	Iteration 41Q: 3 clusters Score -714537.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -714559.250000 Penalty: 3046.049316
	Iteration 42Q: 3 clusters Score -714559.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -714580.562500 Penalty: 3046.049316
	Iteration 43Q: 3 clusters Score -714580.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -714598.187500 Penalty: 3046.049316
	Iteration 44Q: 3 clusters Score -714598.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -714607.812500 Penalty: 3046.049316
	Iteration 45Q: 3 clusters Score -714607.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -714612.937500 Penalty: 3046.049316
	Iteration 46Q: 3 clusters Score -714612.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -714614.250000 Penalty: 3046.049316
	Iteration 47Q: 3 clusters Score -714614.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -714617.312500 Penalty: 3046.049316
	Iteration 48Q: 3 clusters Score -714617.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -714619.000000 Penalty: 3046.049316
	Iteration 49Q: 3 clusters Score -714619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -714619.062500 Penalty: 3046.049316
	Iteration 50Q: 3 clusters Score -714619.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -714617.687500 Penalty: 3046.049316
	Iteration 51Q: 3 clusters Score -714617.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -714618.375000 Penalty: 3046.049316
	Iteration 52Q: 3 clusters Score -714618.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -714619.500000 Penalty: 3046.049316
	Iteration 53Q: 3 clusters Score -714619.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -714624.562500 Penalty: 3046.049316
	Iteration 54Q: 3 clusters Score -714624.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -714625.625000 Penalty: 3046.049316
	Iteration 55Q: 3 clusters Score -714625.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -714627.812500 Penalty: 3046.049316
	Iteration 56Q: 3 clusters Score -714627.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -714629.875000 Penalty: 3046.049316
	Iteration 57Q: 3 clusters Score -714629.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -714631.000000 Penalty: 3046.049316
	Iteration 58Q: 3 clusters Score -714631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -714631.437500 Penalty: 3046.049316
	Iteration 59Q: 3 clusters Score -714631.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -714630.250000 Penalty: 3046.049316
	Iteration 60F: 3 clusters Score -714630.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -714630.812500 Penalty: 3046.049316
	Iteration 61Q: 3 clusters Score -714630.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -714632.250000 Penalty: 3046.049316
	Iteration 62Q: 3 clusters Score -714632.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -714633.062500 Penalty: 3046.049316
	Iteration 63Q: 3 clusters Score -714633.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -714633.062500 Penalty: 3046.049316
	Iteration 64F: 3 clusters Score -714633.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Entering Unmasked Estep 
Score: -245109.812500 Penalty: 1352.428589
	Iteration 0F: 2 clusters Score -245109.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -241708.625000 Penalty: 2704.857178
	Iteration 0F: 3 clusters Score -241708.6 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -242592.296875 Penalty: 2704.857178
	Iteration 1F: 3 clusters Score -242592.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -242790.625000 Penalty: 2704.857178
	Iteration 2F: 3 clusters Score -242790.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -242929.140625 Penalty: 2704.857178
	Iteration 3F: 3 clusters Score -242929.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -243044.968750 Penalty: 2704.857178
	Iteration 4Q: 3 clusters Score -243045 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -243144.359375 Penalty: 2704.857178
	Iteration 5Q: 3 clusters Score -243144.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -243222.437500 Penalty: 2704.857178
	Iteration 6Q: 3 clusters Score -243222.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -243270.906250 Penalty: 2704.857178
	Iteration 7Q: 3 clusters Score -243270.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -243312.921875 Penalty: 2704.857178
	Iteration 8Q: 3 clusters Score -243312.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -243353.734375 Penalty: 2704.857178
	Iteration 9Q: 3 clusters Score -243353.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -243387.968750 Penalty: 2704.857178
	Iteration 10Q: 3 clusters Score -243388 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -243412.312500 Penalty: 2704.857178
	Iteration 11Q: 3 clusters Score -243412.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -243431.578125 Penalty: 2704.857178
	Iteration 12Q: 3 clusters Score -243431.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -243456.265625 Penalty: 2704.857178
	Iteration 13Q: 3 clusters Score -243456.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -243480.937500 Penalty: 2704.857178
	Iteration 14Q: 3 clusters Score -243480.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -243503.375000 Penalty: 2704.857178
	Iteration 15Q: 3 clusters Score -243503.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -243523.390625 Penalty: 2704.857178
	Iteration 16Q: 3 clusters Score -243523.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -243557.531250 Penalty: 2704.857178
	Iteration 17Q: 3 clusters Score -243557.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -243605.640625 Penalty: 2704.857178
	Iteration 18Q: 3 clusters Score -243605.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -243654.984375 Penalty: 2704.857178
	Iteration 19Q: 3 clusters Score -243655 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -243732.328125 Penalty: 2704.857178
	Iteration 20F: 3 clusters Score -243732.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -243815.593750 Penalty: 2704.857178
	Iteration 21Q: 3 clusters Score -243815.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -243902.968750 Penalty: 2704.857178
	Iteration 22Q: 3 clusters Score -243903 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -244046.046875 Penalty: 2704.857178
	Iteration 23Q: 3 clusters Score -244046 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -244226.687500 Penalty: 2704.857178
	Iteration 24Q: 3 clusters Score -244226.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -244452.859375 Penalty: 2704.857178
	Iteration 25Q: 3 clusters Score -244452.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -244678.312500 Penalty: 2704.857178
	Iteration 26Q: 3 clusters Score -244678.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -244837.187500 Penalty: 2704.857178
	Iteration 27Q: 3 clusters Score -244837.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -244937.000000 Penalty: 2704.857178
	Iteration 28Q: 3 clusters Score -244937 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -244989.500000 Penalty: 2704.857178
	Iteration 29Q: 3 clusters Score -244989.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -245013.062500 Penalty: 2704.857178
	Iteration 30Q: 3 clusters Score -245013.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -245023.234375 Penalty: 2704.857178
	Iteration 31Q: 3 clusters Score -245023.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -245029.375000 Penalty: 2704.857178
	Iteration 32Q: 3 clusters Score -245029.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -245031.671875 Penalty: 2704.857178
	Iteration 33Q: 3 clusters Score -245031.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -245033.265625 Penalty: 2704.857178
	Iteration 34Q: 3 clusters Score -245033.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -245034.000000 Penalty: 2704.857178
	Iteration 35Q: 3 clusters Score -245034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -245034.000000 Penalty: 2704.857178
	Iteration 36F: 3 clusters Score -245034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (89196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89196 members 
Entering Unmasked Estep 
Score: -5701979.500000 Penalty: 1852.270996
	Iteration 0F: 2 clusters Score -5701980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -5642423.500000 Penalty: 3704.541992
	Iteration 0F: 3 clusters Score -5642424 nChanged 42557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -5667619.000000 Penalty: 3704.541992
	Iteration 1F: 3 clusters Score -5667619 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -5668585.000000 Penalty: 3704.541992
	Iteration 2Q: 3 clusters Score -5668585 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -5669971.500000 Penalty: 3704.541992
	Iteration 3Q: 3 clusters Score -5669972 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -5671911.000000 Penalty: 3704.541992
	Iteration 4Q: 3 clusters Score -5671911 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -5674813.500000 Penalty: 3704.541992
	Iteration 5F: 3 clusters Score -5674814 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -5678776.000000 Penalty: 3704.541992
	Iteration 6F: 3 clusters Score -5678776 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62601 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -5683343.000000 Penalty: 3704.541992
	Iteration 7F: 3 clusters Score -5683343 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65775 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -5687156.000000 Penalty: 3704.541992
	Iteration 8F: 3 clusters Score -5687156 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -5689532.500000 Penalty: 3704.541992
	Iteration 9Q: 3 clusters Score -5689532 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69841 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -5690863.000000 Penalty: 3704.541992
	Iteration 10Q: 3 clusters Score -5690863 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71352 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -5691684.500000 Penalty: 3704.541992
	Iteration 11Q: 3 clusters Score -5691684 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72794 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -5692244.000000 Penalty: 3704.541992
	Iteration 12Q: 3 clusters Score -5692244 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74222 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -5692871.000000 Penalty: 3704.541992
	Iteration 13Q: 3 clusters Score -5692871 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75641 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -5693442.000000 Penalty: 3704.541992
	Iteration 14Q: 3 clusters Score -5693442 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77042 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -5694080.500000 Penalty: 3704.541992
	Iteration 15Q: 3 clusters Score -5694080 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78397 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -5694692.000000 Penalty: 3704.541992
	Iteration 16Q: 3 clusters Score -5694692 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79671 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -5695295.500000 Penalty: 3704.541992
	Iteration 17Q: 3 clusters Score -5695296 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80855 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -5695889.500000 Penalty: 3704.541992
	Iteration 18Q: 3 clusters Score -5695890 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82016 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -5696480.000000 Penalty: 3704.541992
	Iteration 19Q: 3 clusters Score -5696480 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83126 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -5697104.000000 Penalty: 3704.541992
	Iteration 20F: 3 clusters Score -5697104 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84149 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -5697769.500000 Penalty: 3704.541992
	Iteration 21Q: 3 clusters Score -5697770 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85086 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -5698338.000000 Penalty: 3704.541992
	Iteration 22Q: 3 clusters Score -5698338 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85920 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -5698917.500000 Penalty: 3704.541992
	Iteration 23Q: 3 clusters Score -5698918 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86577 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -5699392.500000 Penalty: 3704.541992
	Iteration 24Q: 3 clusters Score -5699392 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87109 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5699830.000000 Penalty: 3704.541992
	Iteration 25Q: 3 clusters Score -5699830 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87455 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5700057.500000 Penalty: 3704.541992
	Iteration 26Q: 3 clusters Score -5700058 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87675 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5700181.500000 Penalty: 3704.541992
	Iteration 27Q: 3 clusters Score -5700182 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87828 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5700289.500000 Penalty: 3704.541992
	Iteration 28Q: 3 clusters Score -5700290 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87947 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5700376.000000 Penalty: 3704.541992
	Iteration 29Q: 3 clusters Score -5700376 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88038 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5700445.000000 Penalty: 3704.541992
	Iteration 30Q: 3 clusters Score -5700445 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88124 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5700499.500000 Penalty: 3704.541992
	Iteration 31Q: 3 clusters Score -5700500 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88173 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5700540.000000 Penalty: 3704.541992
	Iteration 32Q: 3 clusters Score -5700540 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88203 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5700561.500000 Penalty: 3704.541992
	Iteration 33Q: 3 clusters Score -5700562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88223 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5700592.000000 Penalty: 3704.541992
	Iteration 34Q: 3 clusters Score -5700592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88243 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5700599.000000 Penalty: 3704.541992
	Iteration 35Q: 3 clusters Score -5700599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88253 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5700600.000000 Penalty: 3704.541992
	Iteration 36Q: 3 clusters Score -5700600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88267 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5700609.000000 Penalty: 3704.541992
	Iteration 37Q: 3 clusters Score -5700609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88274 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5700610.000000 Penalty: 3704.541992
	Iteration 38Q: 3 clusters Score -5700610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88275 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5700615.500000 Penalty: 3704.541992
	Iteration 39Q: 3 clusters Score -5700616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88282 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5700613.000000 Penalty: 3704.541992
	Iteration 40F: 3 clusters Score -5700613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88285 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5700625.500000 Penalty: 3704.541992
	Iteration 41Q: 3 clusters Score -5700626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88287 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5700628.000000 Penalty: 3704.541992
	Iteration 42Q: 3 clusters Score -5700628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88292 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5700630.000000 Penalty: 3704.541992
	Iteration 43Q: 3 clusters Score -5700630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88298 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5700633.000000 Penalty: 3704.541992
	Iteration 44Q: 3 clusters Score -5700633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88304 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5700635.000000 Penalty: 3704.541992
	Iteration 45Q: 3 clusters Score -5700635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88308 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5700646.000000 Penalty: 3704.541992
	Iteration 46Q: 3 clusters Score -5700646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88313 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5700642.500000 Penalty: 3704.541992
	Iteration 47Q: 3 clusters Score -5700642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88318 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5700641.000000 Penalty: 3704.541992
	Iteration 48Q: 3 clusters Score -5700641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88323 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5700638.000000 Penalty: 3704.541992
	Iteration 49Q: 3 clusters Score -5700638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88323 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5700638.500000 Penalty: 3704.541992
	Iteration 50Q: 3 clusters Score -5700638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88324 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5700638.000000 Penalty: 3704.541992
	Iteration 51Q: 3 clusters Score -5700638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88325 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5700639.000000 Penalty: 3704.541992
	Iteration 52Q: 3 clusters Score -5700639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88325 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5700639.000000 Penalty: 3704.541992
	Iteration 53F: 3 clusters Score -5700639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Entering Unmasked Estep 
Score: -212296.578125 Penalty: 1356.444824
	Iteration 0F: 2 clusters Score -212296.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -208845.328125 Penalty: 2712.889648
	Iteration 0F: 3 clusters Score -208845.3 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -209944.062500 Penalty: 2712.889648
	Iteration 1F: 3 clusters Score -209944.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -210213.031250 Penalty: 2712.889648
	Iteration 2F: 3 clusters Score -210213 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -210358.000000 Penalty: 2712.889648
	Iteration 3F: 3 clusters Score -210358 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -210465.062500 Penalty: 2712.889648
	Iteration 4Q: 3 clusters Score -210465.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -210546.640625 Penalty: 2712.889648
	Iteration 5Q: 3 clusters Score -210546.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -210601.843750 Penalty: 2712.889648
	Iteration 6Q: 3 clusters Score -210601.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -210649.656250 Penalty: 2712.889648
	Iteration 7Q: 3 clusters Score -210649.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -210678.859375 Penalty: 2712.889648
	Iteration 8Q: 3 clusters Score -210678.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -210709.093750 Penalty: 2712.889648
	Iteration 9Q: 3 clusters Score -210709.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -210740.234375 Penalty: 2712.889648
	Iteration 10Q: 3 clusters Score -210740.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -210765.234375 Penalty: 2712.889648
	Iteration 11Q: 3 clusters Score -210765.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -210787.296875 Penalty: 2712.889648
	Iteration 12Q: 3 clusters Score -210787.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -210822.375000 Penalty: 2712.889648
	Iteration 13Q: 3 clusters Score -210822.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -210850.328125 Penalty: 2712.889648
	Iteration 14Q: 3 clusters Score -210850.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -210873.625000 Penalty: 2712.889648
	Iteration 15Q: 3 clusters Score -210873.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -210899.843750 Penalty: 2712.889648
	Iteration 16Q: 3 clusters Score -210899.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -210923.015625 Penalty: 2712.889648
	Iteration 17Q: 3 clusters Score -210923 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -210955.046875 Penalty: 2712.889648
	Iteration 18Q: 3 clusters Score -210955 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -210986.578125 Penalty: 2712.889648
	Iteration 19Q: 3 clusters Score -210986.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -211024.859375 Penalty: 2712.889648
	Iteration 20F: 3 clusters Score -211024.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -211077.453125 Penalty: 2712.889648
	Iteration 21Q: 3 clusters Score -211077.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -211120.234375 Penalty: 2712.889648
	Iteration 22Q: 3 clusters Score -211120.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -211150.265625 Penalty: 2712.889648
	Iteration 23Q: 3 clusters Score -211150.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -211179.625000 Penalty: 2712.889648
	Iteration 24Q: 3 clusters Score -211179.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -211209.593750 Penalty: 2712.889648
	Iteration 25Q: 3 clusters Score -211209.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -211240.203125 Penalty: 2712.889648
	Iteration 26Q: 3 clusters Score -211240.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -211268.859375 Penalty: 2712.889648
	Iteration 27Q: 3 clusters Score -211268.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -211296.078125 Penalty: 2712.889648
	Iteration 28Q: 3 clusters Score -211296.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -211323.171875 Penalty: 2712.889648
	Iteration 29Q: 3 clusters Score -211323.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -211343.593750 Penalty: 2712.889648
	Iteration 30Q: 3 clusters Score -211343.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -211358.968750 Penalty: 2712.889648
	Iteration 31Q: 3 clusters Score -211359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -211374.640625 Penalty: 2712.889648
	Iteration 32Q: 3 clusters Score -211374.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -211385.734375 Penalty: 2712.889648
	Iteration 33Q: 3 clusters Score -211385.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -211396.500000 Penalty: 2712.889648
	Iteration 34Q: 3 clusters Score -211396.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -211406.062500 Penalty: 2712.889648
	Iteration 35Q: 3 clusters Score -211406.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -211415.515625 Penalty: 2712.889648
	Iteration 36Q: 3 clusters Score -211415.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -211422.390625 Penalty: 2712.889648
	Iteration 37Q: 3 clusters Score -211422.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -211428.375000 Penalty: 2712.889648
	Iteration 38Q: 3 clusters Score -211428.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -211431.578125 Penalty: 2712.889648
	Iteration 39Q: 3 clusters Score -211431.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -211434.828125 Penalty: 2712.889648
	Iteration 40F: 3 clusters Score -211434.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -211436.937500 Penalty: 2712.889648
	Iteration 41Q: 3 clusters Score -211436.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -211438.296875 Penalty: 2712.889648
	Iteration 42Q: 3 clusters Score -211438.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -211438.859375 Penalty: 2712.889648
	Iteration 43Q: 3 clusters Score -211438.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -211441.046875 Penalty: 2712.889648
	Iteration 44Q: 3 clusters Score -211441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -211442.515625 Penalty: 2712.889648
	Iteration 45Q: 3 clusters Score -211442.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -211442.578125 Penalty: 2712.889648
	Iteration 46Q: 3 clusters Score -211442.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -211442.312500 Penalty: 2712.889648
	Iteration 47Q: 3 clusters Score -211442.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -211442.312500 Penalty: 2712.889648
	Iteration 48F: 3 clusters Score -211442.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Entering Unmasked Estep 
Score: -1243544.375000 Penalty: 1609.145996
	Iteration 0F: 2 clusters Score -1243544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1229829.500000 Penalty: 3218.291992
	Iteration 0F: 3 clusters Score -1229830 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1234816.250000 Penalty: 3218.291992
	Iteration 1F: 3 clusters Score -1234816 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1235124.375000 Penalty: 3218.291992
	Iteration 2Q: 3 clusters Score -1235124 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1235389.125000 Penalty: 3218.291992
	Iteration 3Q: 3 clusters Score -1235389 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1235651.750000 Penalty: 3218.291992
	Iteration 4Q: 3 clusters Score -1235652 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1235912.250000 Penalty: 3218.291992
	Iteration 5Q: 3 clusters Score -1235912 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1236197.375000 Penalty: 3218.291992
	Iteration 6Q: 3 clusters Score -1236197 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1236594.500000 Penalty: 3218.291992
	Iteration 7Q: 3 clusters Score -1236594 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1237107.000000 Penalty: 3218.291992
	Iteration 8Q: 3 clusters Score -1237107 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1237758.750000 Penalty: 3218.291992
	Iteration 9F: 3 clusters Score -1237759 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -1238556.750000 Penalty: 3218.291992
	Iteration 10F: 3 clusters Score -1238557 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1239373.750000 Penalty: 3218.291992
	Iteration 11F: 3 clusters Score -1239374 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -1240113.625000 Penalty: 3218.291992
	Iteration 12Q: 3 clusters Score -1240114 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -1240665.125000 Penalty: 3218.291992
	Iteration 13Q: 3 clusters Score -1240665 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -1241044.375000 Penalty: 3218.291992
	Iteration 14Q: 3 clusters Score -1241044 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -1241288.625000 Penalty: 3218.291992
	Iteration 15Q: 3 clusters Score -1241289 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -1241475.750000 Penalty: 3218.291992
	Iteration 16Q: 3 clusters Score -1241476 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -1241617.875000 Penalty: 3218.291992
	Iteration 17Q: 3 clusters Score -1241618 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -1241759.625000 Penalty: 3218.291992
	Iteration 18Q: 3 clusters Score -1241760 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -1241876.750000 Penalty: 3218.291992
	Iteration 19Q: 3 clusters Score -1241877 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -1241968.000000 Penalty: 3218.291992
	Iteration 20F: 3 clusters Score -1241968 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -1242054.500000 Penalty: 3218.291992
	Iteration 21Q: 3 clusters Score -1242054 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -1242116.125000 Penalty: 3218.291992
	Iteration 22Q: 3 clusters Score -1242116 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -1242179.000000 Penalty: 3218.291992
	Iteration 23Q: 3 clusters Score -1242179 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -1242234.375000 Penalty: 3218.291992
	Iteration 24Q: 3 clusters Score -1242234 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -1242273.250000 Penalty: 3218.291992
	Iteration 25Q: 3 clusters Score -1242273 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -1242307.625000 Penalty: 3218.291992
	Iteration 26Q: 3 clusters Score -1242308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -1242339.250000 Penalty: 3218.291992
	Iteration 27Q: 3 clusters Score -1242339 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -1242373.500000 Penalty: 3218.291992
	Iteration 28Q: 3 clusters Score -1242374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -1242407.875000 Penalty: 3218.291992
	Iteration 29Q: 3 clusters Score -1242408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -1242427.125000 Penalty: 3218.291992
	Iteration 30Q: 3 clusters Score -1242427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -1242433.500000 Penalty: 3218.291992
	Iteration 31Q: 3 clusters Score -1242434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -1242436.250000 Penalty: 3218.291992
	Iteration 32Q: 3 clusters Score -1242436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -1242441.750000 Penalty: 3218.291992
	Iteration 33Q: 3 clusters Score -1242442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -1242446.750000 Penalty: 3218.291992
	Iteration 34Q: 3 clusters Score -1242447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -1242451.125000 Penalty: 3218.291992
	Iteration 35Q: 3 clusters Score -1242451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -1242453.875000 Penalty: 3218.291992
	Iteration 36Q: 3 clusters Score -1242454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -1242458.625000 Penalty: 3218.291992
	Iteration 37Q: 3 clusters Score -1242459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -1242459.000000 Penalty: 3218.291992
	Iteration 38Q: 3 clusters Score -1242459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -1242460.125000 Penalty: 3218.291992
	Iteration 39Q: 3 clusters Score -1242460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -1242460.125000 Penalty: 3218.291992
	Iteration 40F: 3 clusters Score -1242460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (60319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60319 members 
Entering Unmasked Estep 
Score: -3687338.500000 Penalty: 1788.702881
	Iteration 0F: 2 clusters Score -3687338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -3646941.500000 Penalty: 3577.405762
	Iteration 0F: 3 clusters Score -3646942 nChanged 28593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -3663384.500000 Penalty: 3577.405762
	Iteration 1F: 3 clusters Score -3663384 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -3663900.750000 Penalty: 3577.405762
	Iteration 2Q: 3 clusters Score -3663901 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -3664539.250000 Penalty: 3577.405762
	Iteration 3Q: 3 clusters Score -3664539 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -3665421.750000 Penalty: 3577.405762
	Iteration 4Q: 3 clusters Score -3665422 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -3666721.750000 Penalty: 3577.405762
	Iteration 5Q: 3 clusters Score -3666722 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -3668796.250000 Penalty: 3577.405762
	Iteration 6F: 3 clusters Score -3668796 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -3671871.750000 Penalty: 3577.405762
	Iteration 7F: 3 clusters Score -3671872 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -3675734.500000 Penalty: 3577.405762
	Iteration 8F: 3 clusters Score -3675734 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -3679690.500000 Penalty: 3577.405762
	Iteration 9F: 3 clusters Score -3679690 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
Score: -3682602.750000 Penalty: 3577.405762
	Iteration 10Q: 3 clusters Score -3682603 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -3684249.750000 Penalty: 3577.405762
	Iteration 11Q: 3 clusters Score -3684250 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -3685040.000000 Penalty: 3577.405762
	Iteration 12Q: 3 clusters Score -3685040 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 57673 members 
Entering Unmasked Estep 
Score: -3685449.000000 Penalty: 3577.405762
	Iteration 13Q: 3 clusters Score -3685449 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 58023 members 
Entering Unmasked Estep 
Score: -3685721.500000 Penalty: 3577.405762
	Iteration 14Q: 3 clusters Score -3685722 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 58243 members 
Entering Unmasked Estep 
Score: -3685838.000000 Penalty: 3577.405762
	Iteration 15Q: 3 clusters Score -3685838 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -3685952.000000 Penalty: 3577.405762
	Iteration 16Q: 3 clusters Score -3685952 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 58526 members 
Entering Unmasked Estep 
Score: -3686041.750000 Penalty: 3577.405762
	Iteration 17Q: 3 clusters Score -3686042 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 58623 members 
Entering Unmasked Estep 
Score: -3686140.500000 Penalty: 3577.405762
	Iteration 18Q: 3 clusters Score -3686140 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 58707 members 
Entering Unmasked Estep 
Score: -3686226.250000 Penalty: 3577.405762
	Iteration 19Q: 3 clusters Score -3686226 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 58769 members 
Entering Unmasked Estep 
Score: -3686301.750000 Penalty: 3577.405762
	Iteration 20F: 3 clusters Score -3686302 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 58815 members 
Entering Unmasked Estep 
Score: -3686336.250000 Penalty: 3577.405762
	Iteration 21Q: 3 clusters Score -3686336 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 58847 members 
Entering Unmasked Estep 
Score: -3686362.500000 Penalty: 3577.405762
	Iteration 22Q: 3 clusters Score -3686362 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 58882 members 
Entering Unmasked Estep 
Score: -3686394.500000 Penalty: 3577.405762
	Iteration 23Q: 3 clusters Score -3686394 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 58907 members 
Entering Unmasked Estep 
Score: -3686406.500000 Penalty: 3577.405762
	Iteration 24Q: 3 clusters Score -3686406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 58923 members 
Entering Unmasked Estep 
Score: -3686424.500000 Penalty: 3577.405762
	Iteration 25Q: 3 clusters Score -3686424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 58937 members 
Entering Unmasked Estep 
Score: -3686431.500000 Penalty: 3577.405762
	Iteration 26Q: 3 clusters Score -3686432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 58952 members 
Entering Unmasked Estep 
Score: -3686436.000000 Penalty: 3577.405762
	Iteration 27Q: 3 clusters Score -3686436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 58973 members 
Entering Unmasked Estep 
Score: -3686432.250000 Penalty: 3577.405762
	Iteration 28Q: 3 clusters Score -3686432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 58985 members 
Entering Unmasked Estep 
Score: -3686433.000000 Penalty: 3577.405762
	Iteration 29Q: 3 clusters Score -3686433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 58992 members 
Entering Unmasked Estep 
Score: -3686435.500000 Penalty: 3577.405762
	Iteration 30Q: 3 clusters Score -3686436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 58996 members 
Entering Unmasked Estep 
Score: -3686436.500000 Penalty: 3577.405762
	Iteration 31Q: 3 clusters Score -3686436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 59001 members 
Entering Unmasked Estep 
Score: -3686443.000000 Penalty: 3577.405762
	Iteration 32Q: 3 clusters Score -3686443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
Score: -3686443.000000 Penalty: 3577.405762
	Iteration 33Q: 3 clusters Score -3686443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -3686446.500000 Penalty: 3577.405762
	Iteration 34Q: 3 clusters Score -3686446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 59007 members 
Entering Unmasked Estep 
Score: -3686448.500000 Penalty: 3577.405762
	Iteration 35Q: 3 clusters Score -3686448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -3686449.000000 Penalty: 3577.405762
	Iteration 36Q: 3 clusters Score -3686449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -3686449.000000 Penalty: 3577.405762
	Iteration 37F: 3 clusters Score -3686449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4660 members 
Mstep: Class 3 contains 2863 members 
Mstep: Class 4 contains 14872 members 
Mstep: Class 5 contains 200 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 5409 members 
Mstep: Class 8 contains 6172 members 
Mstep: Class 9 contains 11369 members 
Mstep: Class 10 contains 4904 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5115 members 
Mstep: Class 14 contains 3779 members 
Mstep: Class 16 contains 6458 members 
Mstep: Class 17 contains 11760 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 89196 members 
Mstep: Class 21 contains 4219 members 
Mstep: Class 22 contains 19979 members 
Mstep: Class 24 contains 60319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21338600.000000 Penalty: 47814.824219
Iteration 119Q: 24 clusters Score -2.13386e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 2871 members 
Mstep: Class 4 contains 14904 members 
Mstep: Class 5 contains 200 members 
Mstep: Class 6 contains 4116 members 
Mstep: Class 7 contains 5410 members 
Mstep: Class 8 contains 6418 members 
Mstep: Class 9 contains 11375 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5125 members 
Mstep: Class 14 contains 3779 members 
Mstep: Class 15 contains 85868 members 
Mstep: Class 16 contains 6472 members 
Mstep: Class 17 contains 11779 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 89475 members 
Mstep: Class 20 contains 5248 members 
Mstep: Class 21 contains 4262 members 
Mstep: Class 22 contains 19894 members 
Mstep: Class 24 contains 60448 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 24 clusters Score -2.133962e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 2871 members 
Mstep: Class 4 contains 14905 members 
Mstep: Class 5 contains 178 members 
Mstep: Class 6 contains 4335 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 6571 members 
Mstep: Class 9 contains 11374 members 
Mstep: Class 10 contains 4833 members 
Mstep: Class 11 contains 2387 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 5115 members 
Mstep: Class 14 contains 3776 members 
Mstep: Class 15 contains 85779 members 
Mstep: Class 16 contains 6442 members 
Mstep: Class 17 contains 11789 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 89515 members 
Mstep: Class 20 contains 5501 members 
Mstep: Class 21 contains 4260 members 
Mstep: Class 22 contains 19726 members 
Mstep: Class 24 contains 60207 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 24 clusters Score -2.134007e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 2874 members 
Mstep: Class 4 contains 14903 members 
Mstep: Class 5 contains 160 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 5410 members 
Mstep: Class 8 contains 6709 members 
Mstep: Class 9 contains 11375 members 
Mstep: Class 10 contains 4770 members 
Mstep: Class 11 contains 2393 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 85696 members 
Mstep: Class 16 contains 6425 members 
Mstep: Class 17 contains 11783 members 
Mstep: Class 18 contains 4115 members 
Mstep: Class 19 contains 89541 members 
Mstep: Class 20 contains 5642 members 
Mstep: Class 21 contains 4270 members 
Mstep: Class 22 contains 19578 members 
Mstep: Class 24 contains 60070 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 24 clusters Score -2.13404e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4694 members 
Mstep: Class 3 contains 2870 members 
Mstep: Class 4 contains 14902 members 
Mstep: Class 5 contains 150 members 
Mstep: Class 6 contains 4670 members 
Mstep: Class 7 contains 5411 members 
Mstep: Class 8 contains 6835 members 
Mstep: Class 9 contains 11382 members 
Mstep: Class 10 contains 4713 members 
Mstep: Class 11 contains 2394 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 5107 members 
Mstep: Class 14 contains 3766 members 
Mstep: Class 15 contains 85641 members 
Mstep: Class 16 contains 6410 members 
Mstep: Class 17 contains 11800 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89557 members 
Mstep: Class 20 contains 5745 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 19455 members 
Mstep: Class 24 contains 59940 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 24 clusters Score -2.134058e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4704 members 
Mstep: Class 3 contains 2869 members 
Mstep: Class 4 contains 14899 members 
Mstep: Class 5 contains 145 members 
Mstep: Class 6 contains 4767 members 
Mstep: Class 7 contains 5411 members 
Mstep: Class 8 contains 6930 members 
Mstep: Class 9 contains 11391 members 
Mstep: Class 10 contains 4663 members 
Mstep: Class 11 contains 2392 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 5103 members 
Mstep: Class 14 contains 3763 members 
Mstep: Class 15 contains 85602 members 
Mstep: Class 16 contains 6401 members 
Mstep: Class 17 contains 11805 members 
Mstep: Class 18 contains 4124 members 
Mstep: Class 19 contains 89570 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 19356 members 
Mstep: Class 24 contains 59842 members 
Entering Unmasked Estep 
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Iteration 124Q: 24 clusters Score -2.134076e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 3 contains 2866 members 
Mstep: Class 4 contains 14890 members 
Mstep: Class 5 contains 140 members 
Mstep: Class 6 contains 4843 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 7029 members 
Mstep: Class 9 contains 11394 members 
Mstep: Class 10 contains 4623 members 
Mstep: Class 11 contains 2393 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 3762 members 
Mstep: Class 15 contains 85585 members 
Mstep: Class 16 contains 6393 members 
Mstep: Class 17 contains 11824 members 
Mstep: Class 18 contains 4129 members 
Mstep: Class 19 contains 89580 members 
Mstep: Class 20 contains 5890 members 
Mstep: Class 21 contains 4293 members 
Mstep: Class 22 contains 19249 members 
Mstep: Class 24 contains 59749 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 24 clusters Score -2.13408e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4716 members 
Mstep: Class 3 contains 2864 members 
Mstep: Class 4 contains 14891 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 4920 members 
Mstep: Class 7 contains 5404 members 
Mstep: Class 8 contains 7120 members 
Mstep: Class 9 contains 11395 members 
Mstep: Class 10 contains 4587 members 
Mstep: Class 11 contains 2391 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 5111 members 
Mstep: Class 14 contains 3758 members 
Mstep: Class 15 contains 85557 members 
Mstep: Class 16 contains 6379 members 
Mstep: Class 17 contains 11839 members 
Mstep: Class 18 contains 4134 members 
Mstep: Class 19 contains 89576 members 
Mstep: Class 20 contains 5946 members 
Mstep: Class 21 contains 4289 members 
Mstep: Class 22 contains 19152 members 
Mstep: Class 24 contains 59693 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 24 clusters Score -2.134085e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4726 members 
Mstep: Class 3 contains 2862 members 
Mstep: Class 4 contains 14884 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 4978 members 
Mstep: Class 7 contains 5401 members 
Mstep: Class 8 contains 7196 members 
Mstep: Class 9 contains 11396 members 
Mstep: Class 10 contains 4573 members 
Mstep: Class 11 contains 2393 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 3759 members 
Mstep: Class 15 contains 85556 members 
Mstep: Class 16 contains 6371 members 
Mstep: Class 17 contains 11846 members 
Mstep: Class 18 contains 4133 members 
Mstep: Class 19 contains 89559 members 
Mstep: Class 20 contains 5979 members 
Mstep: Class 21 contains 4288 members 
Mstep: Class 22 contains 19082 members 
Mstep: Class 24 contains 59638 members 
Entering Unmasked Estep 
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Iteration 127Q: 24 clusters Score -2.134092e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4734 members 
Mstep: Class 3 contains 2861 members 
Mstep: Class 4 contains 14880 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 5033 members 
Mstep: Class 7 contains 5403 members 
Mstep: Class 8 contains 7272 members 
Mstep: Class 9 contains 11399 members 
Mstep: Class 10 contains 4558 members 
Mstep: Class 11 contains 2393 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 5107 members 
Mstep: Class 14 contains 3759 members 
Mstep: Class 15 contains 85530 members 
Mstep: Class 16 contains 6369 members 
Mstep: Class 17 contains 11847 members 
Mstep: Class 18 contains 4132 members 
Mstep: Class 19 contains 89541 members 
Mstep: Class 20 contains 5999 members 
Mstep: Class 21 contains 4288 members 
Mstep: Class 22 contains 19024 members 
Mstep: Class 24 contains 59603 members 
Entering Unmasked Estep 
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Iteration 128Q: 24 clusters Score -2.134089e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4742 members 
Mstep: Class 3 contains 2859 members 
Mstep: Class 4 contains 14882 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 5078 members 
Mstep: Class 7 contains 5401 members 
Mstep: Class 8 contains 7341 members 
Mstep: Class 9 contains 11399 members 
Mstep: Class 10 contains 4537 members 
Mstep: Class 11 contains 2397 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 3758 members 
Mstep: Class 15 contains 85541 members 
Mstep: Class 16 contains 6361 members 
Mstep: Class 17 contains 11853 members 
Mstep: Class 18 contains 4134 members 
Mstep: Class 19 contains 89530 members 
Mstep: Class 20 contains 6014 members 
Mstep: Class 21 contains 4287 members 
Mstep: Class 22 contains 18949 members 
Mstep: Class 24 contains 59564 members 
Entering Unmasked Estep 
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Iteration 129Q: 24 clusters Score -2.134093e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4746 members 
Mstep: Class 3 contains 2853 members 
Mstep: Class 4 contains 14880 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 5123 members 
Mstep: Class 7 contains 5398 members 
Mstep: Class 8 contains 7420 members 
Mstep: Class 9 contains 11399 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 2396 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 5103 members 
Mstep: Class 14 contains 3757 members 
Mstep: Class 15 contains 85543 members 
Mstep: Class 16 contains 6362 members 
Mstep: Class 17 contains 11862 members 
Mstep: Class 18 contains 4135 members 
Mstep: Class 19 contains 89519 members 
Mstep: Class 20 contains 6034 members 
Mstep: Class 21 contains 4283 members 
Mstep: Class 22 contains 18874 members 
Mstep: Class 24 contains 59517 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 24 clusters Score -2.1341e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4752 members 
Mstep: Class 3 contains 2848 members 
Mstep: Class 4 contains 14877 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 5170 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 7502 members 
Mstep: Class 9 contains 11400 members 
Mstep: Class 10 contains 4525 members 
Mstep: Class 11 contains 2398 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 5101 members 
Mstep: Class 14 contains 3756 members 
Mstep: Class 15 contains 85522 members 
Mstep: Class 16 contains 6360 members 
Mstep: Class 17 contains 11867 members 
Mstep: Class 18 contains 4133 members 
Mstep: Class 19 contains 89520 members 
Mstep: Class 20 contains 6045 members 
Mstep: Class 21 contains 4287 members 
Mstep: Class 22 contains 18804 members 
Mstep: Class 24 contains 59471 members 
Entering Unmasked Estep 
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Iteration 131Q: 24 clusters Score -2.134097e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4757 members 
Mstep: Class 3 contains 2845 members 
Mstep: Class 4 contains 14874 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 5209 members 
Mstep: Class 7 contains 5395 members 
Mstep: Class 8 contains 7583 members 
Mstep: Class 9 contains 11401 members 
Mstep: Class 10 contains 4521 members 
Mstep: Class 11 contains 2400 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 5096 members 
Mstep: Class 14 contains 3755 members 
Mstep: Class 15 contains 85506 members 
Mstep: Class 16 contains 6363 members 
Mstep: Class 17 contains 11871 members 
Mstep: Class 18 contains 4136 members 
Mstep: Class 19 contains 89507 members 
Mstep: Class 20 contains 6055 members 
Mstep: Class 21 contains 4295 members 
Mstep: Class 22 contains 18743 members 
Mstep: Class 24 contains 59423 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 24 clusters Score -2.134093e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4766 members 
Mstep: Class 3 contains 2841 members 
Mstep: Class 4 contains 14872 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 5246 members 
Mstep: Class 7 contains 5394 members 
Mstep: Class 8 contains 7666 members 
Mstep: Class 9 contains 11401 members 
Mstep: Class 10 contains 4516 members 
Mstep: Class 11 contains 2401 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 5095 members 
Mstep: Class 14 contains 3752 members 
Mstep: Class 15 contains 85487 members 
Mstep: Class 16 contains 6363 members 
Mstep: Class 17 contains 11870 members 
Mstep: Class 18 contains 4139 members 
Mstep: Class 19 contains 89491 members 
Mstep: Class 20 contains 6068 members 
Mstep: Class 21 contains 4300 members 
Mstep: Class 22 contains 18684 members 
Mstep: Class 24 contains 59381 members 
Entering Unmasked Estep 
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Iteration 133Q: 24 clusters Score -2.134097e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4773 members 
Mstep: Class 3 contains 2837 members 
Mstep: Class 4 contains 14874 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 5274 members 
Mstep: Class 7 contains 5392 members 
Mstep: Class 8 contains 7742 members 
Mstep: Class 9 contains 11397 members 
Mstep: Class 10 contains 4512 members 
Mstep: Class 11 contains 2405 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 5095 members 
Mstep: Class 14 contains 3750 members 
Mstep: Class 15 contains 85476 members 
Mstep: Class 16 contains 6363 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 4138 members 
Mstep: Class 19 contains 89468 members 
Mstep: Class 20 contains 6078 members 
Mstep: Class 21 contains 4302 members 
Mstep: Class 22 contains 18641 members 
Mstep: Class 24 contains 59335 members 
Entering Unmasked Estep 
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Iteration 134Q: 24 clusters Score -2.1341e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4779 members 
Mstep: Class 3 contains 2835 members 
Mstep: Class 4 contains 14873 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 5295 members 
Mstep: Class 7 contains 5386 members 
Mstep: Class 8 contains 7820 members 
Mstep: Class 9 contains 11398 members 
Mstep: Class 10 contains 4510 members 
Mstep: Class 11 contains 2406 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 5091 members 
Mstep: Class 14 contains 3750 members 
Mstep: Class 15 contains 85481 members 
Mstep: Class 16 contains 6363 members 
Mstep: Class 17 contains 11882 members 
Mstep: Class 18 contains 4136 members 
Mstep: Class 19 contains 89452 members 
Mstep: Class 20 contains 6091 members 
Mstep: Class 21 contains 4305 members 
Mstep: Class 22 contains 18596 members 
Mstep: Class 24 contains 59287 members 
Entering Unmasked Estep 
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Iteration 135Q: 24 clusters Score -2.134103e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4782 members 
Mstep: Class 3 contains 2835 members 
Mstep: Class 4 contains 14864 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 5383 members 
Mstep: Class 8 contains 7899 members 
Mstep: Class 9 contains 11401 members 
Mstep: Class 10 contains 4507 members 
Mstep: Class 11 contains 2405 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 5094 members 
Mstep: Class 14 contains 3749 members 
Mstep: Class 15 contains 85483 members 
Mstep: Class 16 contains 6362 members 
Mstep: Class 17 contains 11881 members 
Mstep: Class 18 contains 4136 members 
Mstep: Class 19 contains 89432 members 
Mstep: Class 20 contains 6106 members 
Mstep: Class 21 contains 4309 members 
Mstep: Class 22 contains 18556 members 
Mstep: Class 24 contains 59244 members 
Entering Unmasked Estep 
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Iteration 136Q: 24 clusters Score -2.134107e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4783 members 
Mstep: Class 3 contains 2836 members 
Mstep: Class 4 contains 14857 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 5312 members 
Mstep: Class 7 contains 5381 members 
Mstep: Class 8 contains 7963 members 
Mstep: Class 9 contains 11408 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 2404 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 5094 members 
Mstep: Class 14 contains 3750 members 
Mstep: Class 15 contains 85502 members 
Mstep: Class 16 contains 6365 members 
Mstep: Class 17 contains 11885 members 
Mstep: Class 18 contains 4137 members 
Mstep: Class 19 contains 89416 members 
Mstep: Class 20 contains 6115 members 
Mstep: Class 21 contains 4312 members 
Mstep: Class 22 contains 18522 members 
Mstep: Class 24 contains 59184 members 
Entering Unmasked Estep 
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Iteration 137Q: 24 clusters Score -2.134108e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4786 members 
Mstep: Class 3 contains 2837 members 
Mstep: Class 4 contains 14854 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 5319 members 
Mstep: Class 7 contains 5380 members 
Mstep: Class 8 contains 8032 members 
Mstep: Class 9 contains 11411 members 
Mstep: Class 10 contains 4506 members 
Mstep: Class 11 contains 2406 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 5088 members 
Mstep: Class 14 contains 3750 members 
Mstep: Class 15 contains 85526 members 
Mstep: Class 16 contains 6370 members 
Mstep: Class 17 contains 11889 members 
Mstep: Class 18 contains 4134 members 
Mstep: Class 19 contains 89403 members 
Mstep: Class 20 contains 6121 members 
Mstep: Class 21 contains 4316 members 
Mstep: Class 22 contains 18495 members 
Mstep: Class 24 contains 59109 members 
Entering Unmasked Estep 
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Iteration 138Q: 24 clusters Score -2.134108e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4785 members 
Mstep: Class 3 contains 2837 members 
Mstep: Class 4 contains 14852 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 5325 members 
Mstep: Class 7 contains 5379 members 
Mstep: Class 8 contains 8103 members 
Mstep: Class 9 contains 11413 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 2405 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5086 members 
Mstep: Class 14 contains 3749 members 
Mstep: Class 15 contains 85538 members 
Mstep: Class 16 contains 6370 members 
Mstep: Class 17 contains 11897 members 
Mstep: Class 18 contains 4133 members 
Mstep: Class 19 contains 89405 members 
Mstep: Class 20 contains 6128 members 
Mstep: Class 21 contains 4320 members 
Mstep: Class 22 contains 18465 members 
Mstep: Class 24 contains 59037 members 
Entering Unmasked Estep 
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Iteration 139Q: 24 clusters Score -2.134112e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4785 members 
Mstep: Class 3 contains 2838 members 
Mstep: Class 4 contains 14855 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 5327 members 
Mstep: Class 7 contains 5379 members 
Mstep: Class 8 contains 8168 members 
Mstep: Class 9 contains 11415 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 2405 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5087 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 85562 members 
Mstep: Class 16 contains 6372 members 
Mstep: Class 17 contains 11894 members 
Mstep: Class 18 contains 4133 members 
Mstep: Class 19 contains 89403 members 
Mstep: Class 20 contains 6133 members 
Mstep: Class 21 contains 4320 members 
Mstep: Class 22 contains 18429 members 
Mstep: Class 24 contains 58975 members 
Entering Unmasked Estep 
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Iteration 140F: 24 clusters Score -2.13411e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4785 members 
Mstep: Class 3 contains 2837 members 
Mstep: Class 4 contains 14856 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 5332 members 
Mstep: Class 7 contains 5377 members 
Mstep: Class 8 contains 8225 members 
Mstep: Class 9 contains 11418 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 2407 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5085 members 
Mstep: Class 14 contains 3744 members 
Mstep: Class 15 contains 85586 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 11896 members 
Mstep: Class 18 contains 4133 members 
Mstep: Class 19 contains 89398 members 
Mstep: Class 20 contains 6137 members 
Mstep: Class 21 contains 4323 members 
Mstep: Class 22 contains 18414 members 
Mstep: Class 24 contains 58900 members 
Entering Unmasked Estep 
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Iteration 141Q: 24 clusters Score -2.134106e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 2836 members 
Mstep: Class 4 contains 14856 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 5336 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 8292 members 
Mstep: Class 9 contains 11419 members 
Mstep: Class 10 contains 4499 members 
Mstep: Class 11 contains 2409 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5082 members 
Mstep: Class 14 contains 3740 members 
Mstep: Class 15 contains 85605 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 11898 members 
Mstep: Class 18 contains 4133 members 
Mstep: Class 19 contains 89401 members 
Mstep: Class 20 contains 6148 members 
Mstep: Class 21 contains 4328 members 
Mstep: Class 22 contains 18386 members 
Mstep: Class 24 contains 58819 members 
Entering Unmasked Estep 
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Iteration 142Q: 24 clusters Score -2.134105e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 2833 members 
Mstep: Class 4 contains 14856 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 5342 members 
Mstep: Class 7 contains 5377 members 
Mstep: Class 8 contains 8352 members 
Mstep: Class 9 contains 11421 members 
Mstep: Class 10 contains 4497 members 
Mstep: Class 11 contains 2410 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5078 members 
Mstep: Class 14 contains 3737 members 
Mstep: Class 15 contains 85623 members 
Mstep: Class 16 contains 6379 members 
Mstep: Class 17 contains 11909 members 
Mstep: Class 18 contains 4133 members 
Mstep: Class 19 contains 89408 members 
Mstep: Class 20 contains 6153 members 
Mstep: Class 21 contains 4328 members 
Mstep: Class 22 contains 18366 members 
Mstep: Class 24 contains 58739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341098.000000 Penalty: 47814.824219
Iteration 143Q: 24 clusters Score -2.13411e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 2828 members 
Mstep: Class 4 contains 14856 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 5341 members 
Mstep: Class 7 contains 5374 members 
Mstep: Class 8 contains 8406 members 
Mstep: Class 9 contains 11421 members 
Mstep: Class 10 contains 4496 members 
Mstep: Class 11 contains 2412 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5073 members 
Mstep: Class 14 contains 3736 members 
Mstep: Class 15 contains 85650 members 
Mstep: Class 16 contains 6383 members 
Mstep: Class 17 contains 11922 members 
Mstep: Class 18 contains 4132 members 
Mstep: Class 19 contains 89409 members 
Mstep: Class 20 contains 6157 members 
Mstep: Class 21 contains 4329 members 
Mstep: Class 22 contains 18340 members 
Mstep: Class 24 contains 58675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341140.000000 Penalty: 47814.824219
Iteration 144Q: 24 clusters Score -2.134114e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 2826 members 
Mstep: Class 4 contains 14857 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 5342 members 
Mstep: Class 7 contains 5374 members 
Mstep: Class 8 contains 8475 members 
Mstep: Class 9 contains 11421 members 
Mstep: Class 10 contains 4494 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5071 members 
Mstep: Class 14 contains 3734 members 
Mstep: Class 15 contains 85685 members 
Mstep: Class 16 contains 6386 members 
Mstep: Class 17 contains 11927 members 
Mstep: Class 18 contains 4132 members 
Mstep: Class 19 contains 89412 members 
Mstep: Class 20 contains 6160 members 
Mstep: Class 21 contains 4331 members 
Mstep: Class 22 contains 18312 members 
Mstep: Class 24 contains 58585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341146.000000 Penalty: 47814.824219
Iteration 145Q: 24 clusters Score -2.134115e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 2826 members 
Mstep: Class 4 contains 14856 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 5343 members 
Mstep: Class 7 contains 5371 members 
Mstep: Class 8 contains 8534 members 
Mstep: Class 9 contains 11422 members 
Mstep: Class 10 contains 4493 members 
Mstep: Class 11 contains 2417 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5070 members 
Mstep: Class 14 contains 3732 members 
Mstep: Class 15 contains 85720 members 
Mstep: Class 16 contains 6387 members 
Mstep: Class 17 contains 11930 members 
Mstep: Class 18 contains 4132 members 
Mstep: Class 19 contains 89409 members 
Mstep: Class 20 contains 6165 members 
Mstep: Class 21 contains 4332 members 
Mstep: Class 22 contains 18284 members 
Mstep: Class 24 contains 58514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341100.000000 Penalty: 47814.824219
Iteration 146Q: 24 clusters Score -2.13411e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4786 members 
Mstep: Class 3 contains 2825 members 
Mstep: Class 4 contains 14855 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 5344 members 
Mstep: Class 7 contains 5371 members 
Mstep: Class 8 contains 8599 members 
Mstep: Class 9 contains 11421 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5069 members 
Mstep: Class 14 contains 3730 members 
Mstep: Class 15 contains 85760 members 
Mstep: Class 16 contains 6391 members 
Mstep: Class 17 contains 11936 members 
Mstep: Class 18 contains 4131 members 
Mstep: Class 19 contains 89404 members 
Mstep: Class 20 contains 6168 members 
Mstep: Class 21 contains 4333 members 
Mstep: Class 22 contains 18244 members 
Mstep: Class 24 contains 58440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341124.000000 Penalty: 47814.824219
Iteration 147Q: 24 clusters Score -2.134112e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 3 contains 2821 members 
Mstep: Class 4 contains 14857 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 5345 members 
Mstep: Class 7 contains 5370 members 
Mstep: Class 8 contains 8665 members 
Mstep: Class 9 contains 11425 members 
Mstep: Class 10 contains 4491 members 
Mstep: Class 11 contains 2424 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5065 members 
Mstep: Class 14 contains 3732 members 
Mstep: Class 15 contains 85788 members 
Mstep: Class 16 contains 6395 members 
Mstep: Class 17 contains 11948 members 
Mstep: Class 18 contains 4133 members 
Mstep: Class 19 contains 89387 members 
Mstep: Class 20 contains 6169 members 
Mstep: Class 21 contains 4335 members 
Mstep: Class 22 contains 18213 members 
Mstep: Class 24 contains 58364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341114.000000 Penalty: 47814.824219
Iteration 148Q: 24 clusters Score -2.134111e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 14852 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 5347 members 
Mstep: Class 7 contains 5369 members 
Mstep: Class 8 contains 8750 members 
Mstep: Class 9 contains 11428 members 
Mstep: Class 10 contains 4488 members 
Mstep: Class 11 contains 2427 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 3731 members 
Mstep: Class 15 contains 85822 members 
Mstep: Class 16 contains 6397 members 
Mstep: Class 17 contains 11962 members 
Mstep: Class 18 contains 4133 members 
Mstep: Class 19 contains 89355 members 
Mstep: Class 20 contains 6175 members 
Mstep: Class 21 contains 4338 members 
Mstep: Class 22 contains 18188 members 
Mstep: Class 24 contains 58285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341104.000000 Penalty: 47814.824219
Iteration 149Q: 24 clusters Score -2.13411e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 2811 members 
Mstep: Class 4 contains 14848 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 5349 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 8832 members 
Mstep: Class 9 contains 11433 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 11 contains 2429 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5054 members 
Mstep: Class 14 contains 3729 members 
Mstep: Class 15 contains 85844 members 
Mstep: Class 16 contains 6401 members 
Mstep: Class 17 contains 11978 members 
Mstep: Class 18 contains 4133 members 
Mstep: Class 19 contains 89320 members 
Mstep: Class 20 contains 6180 members 
Mstep: Class 21 contains 4336 members 
Mstep: Class 22 contains 18168 members 
Mstep: Class 24 contains 58223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341152.000000 Penalty: 47814.824219
Iteration 150Q: 24 clusters Score -2.134115e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 2809 members 
Mstep: Class 4 contains 14845 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 5350 members 
Mstep: Class 7 contains 5363 members 
Mstep: Class 8 contains 8905 members 
Mstep: Class 9 contains 11435 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 11 contains 2428 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 5051 members 
Mstep: Class 14 contains 3728 members 
Mstep: Class 15 contains 85855 members 
Mstep: Class 16 contains 6403 members 
Mstep: Class 17 contains 11997 members 
Mstep: Class 18 contains 4131 members 
Mstep: Class 19 contains 89294 members 
Mstep: Class 20 contains 6184 members 
Mstep: Class 21 contains 4342 members 
Mstep: Class 22 contains 18140 members 
Mstep: Class 24 contains 58172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341200.000000 Penalty: 47814.824219
Iteration 151Q: 24 clusters Score -2.13412e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 2808 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 5351 members 
Mstep: Class 7 contains 5362 members 
Mstep: Class 8 contains 8961 members 
Mstep: Class 9 contains 11440 members 
Mstep: Class 10 contains 4485 members 
Mstep: Class 11 contains 2429 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 5050 members 
Mstep: Class 14 contains 3730 members 
Mstep: Class 15 contains 85862 members 
Mstep: Class 16 contains 6403 members 
Mstep: Class 17 contains 12010 members 
Mstep: Class 18 contains 4130 members 
Mstep: Class 19 contains 89278 members 
Mstep: Class 20 contains 6187 members 
Mstep: Class 21 contains 4347 members 
Mstep: Class 22 contains 18112 members 
Mstep: Class 24 contains 58123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341196.000000 Penalty: 47814.824219
Iteration 152Q: 24 clusters Score -2.13412e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 2806 members 
Mstep: Class 4 contains 14839 members 
Mstep: Class 5 contains 142 members 
Mstep: Class 6 contains 5354 members 
Mstep: Class 7 contains 5359 members 
Mstep: Class 8 contains 9009 members 
Mstep: Class 9 contains 11440 members 
Mstep: Class 10 contains 4482 members 
Mstep: Class 11 contains 2428 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 3728 members 
Mstep: Class 15 contains 85875 members 
Mstep: Class 16 contains 6407 members 
Mstep: Class 17 contains 12024 members 
Mstep: Class 18 contains 4131 members 
Mstep: Class 19 contains 89270 members 
Mstep: Class 20 contains 6190 members 
Mstep: Class 21 contains 4352 members 
Mstep: Class 22 contains 18094 members 
Mstep: Class 24 contains 58072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341194.000000 Penalty: 47814.824219
Iteration 153Q: 24 clusters Score -2.134119e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 14836 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5355 members 
Mstep: Class 7 contains 5356 members 
Mstep: Class 8 contains 9066 members 
Mstep: Class 9 contains 11441 members 
Mstep: Class 10 contains 4479 members 
Mstep: Class 11 contains 2430 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 5046 members 
Mstep: Class 14 contains 3724 members 
Mstep: Class 15 contains 85896 members 
Mstep: Class 16 contains 6410 members 
Mstep: Class 17 contains 12031 members 
Mstep: Class 18 contains 4128 members 
Mstep: Class 19 contains 89256 members 
Mstep: Class 20 contains 6192 members 
Mstep: Class 21 contains 4354 members 
Mstep: Class 22 contains 18083 members 
Mstep: Class 24 contains 58018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341264.000000 Penalty: 47814.824219
Iteration 154Q: 24 clusters Score -2.134126e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 14841 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5357 members 
Mstep: Class 7 contains 5354 members 
Mstep: Class 8 contains 9112 members 
Mstep: Class 9 contains 11441 members 
Mstep: Class 10 contains 4476 members 
Mstep: Class 11 contains 2432 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 5044 members 
Mstep: Class 14 contains 3725 members 
Mstep: Class 15 contains 85918 members 
Mstep: Class 16 contains 6413 members 
Mstep: Class 17 contains 12041 members 
Mstep: Class 18 contains 4124 members 
Mstep: Class 19 contains 89246 members 
Mstep: Class 20 contains 6189 members 
Mstep: Class 21 contains 4353 members 
Mstep: Class 22 contains 18065 members 
Mstep: Class 24 contains 57967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341276.000000 Penalty: 47814.824219
Iteration 155Q: 24 clusters Score -2.134128e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 4 contains 14836 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5360 members 
Mstep: Class 7 contains 5353 members 
Mstep: Class 8 contains 9164 members 
Mstep: Class 9 contains 11437 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 5040 members 
Mstep: Class 14 contains 3724 members 
Mstep: Class 15 contains 85931 members 
Mstep: Class 16 contains 6414 members 
Mstep: Class 17 contains 12045 members 
Mstep: Class 18 contains 4124 members 
Mstep: Class 19 contains 89231 members 
Mstep: Class 20 contains 6191 members 
Mstep: Class 21 contains 4355 members 
Mstep: Class 22 contains 18059 members 
Mstep: Class 24 contains 57928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341280.000000 Penalty: 47814.824219
Iteration 156Q: 24 clusters Score -2.134128e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 14835 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5362 members 
Mstep: Class 7 contains 5353 members 
Mstep: Class 8 contains 9209 members 
Mstep: Class 9 contains 11435 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 3723 members 
Mstep: Class 15 contains 85942 members 
Mstep: Class 16 contains 6413 members 
Mstep: Class 17 contains 12056 members 
Mstep: Class 18 contains 4122 members 
Mstep: Class 19 contains 89220 members 
Mstep: Class 20 contains 6192 members 
Mstep: Class 21 contains 4355 members 
Mstep: Class 22 contains 18051 members 
Mstep: Class 24 contains 57884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341310.000000 Penalty: 47814.824219
Iteration 157Q: 24 clusters Score -2.134131e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 14832 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5363 members 
Mstep: Class 7 contains 5351 members 
Mstep: Class 8 contains 9263 members 
Mstep: Class 9 contains 11437 members 
Mstep: Class 10 contains 4471 members 
Mstep: Class 11 contains 2434 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 5038 members 
Mstep: Class 14 contains 3721 members 
Mstep: Class 15 contains 85957 members 
Mstep: Class 16 contains 6415 members 
Mstep: Class 17 contains 12059 members 
Mstep: Class 18 contains 4120 members 
Mstep: Class 19 contains 89211 members 
Mstep: Class 20 contains 6192 members 
Mstep: Class 21 contains 4358 members 
Mstep: Class 22 contains 18028 members 
Mstep: Class 24 contains 57846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341288.000000 Penalty: 47814.824219
Iteration 158Q: 24 clusters Score -2.134129e+07 nChanged 166
Entering ConstructFrom: 
Score: -21341288.000000 Penalty: 47814.824219
Entering ConstructFrom: 
Trying to split cluster 1 (4745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Entering Unmasked Estep 
Score: -271415.718750 Penalty: 1375.537598
	Iteration 0F: 2 clusters Score -271415.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -267572.156250 Penalty: 2751.075195
	Iteration 0F: 3 clusters Score -267572.2 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -268833.656250 Penalty: 2751.075195
	Iteration 1F: 3 clusters Score -268833.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -269133.562500 Penalty: 2751.075195
	Iteration 2F: 3 clusters Score -269133.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -269360.093750 Penalty: 2751.075195
	Iteration 3F: 3 clusters Score -269360.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -269557.218750 Penalty: 2751.075195
	Iteration 4F: 3 clusters Score -269557.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -269722.000000 Penalty: 2751.075195
	Iteration 5F: 3 clusters Score -269722 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -269835.031250 Penalty: 2751.075195
	Iteration 6Q: 3 clusters Score -269835 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -269943.031250 Penalty: 2751.075195
	Iteration 7Q: 3 clusters Score -269943 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -270027.281250 Penalty: 2751.075195
	Iteration 8Q: 3 clusters Score -270027.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -270107.687500 Penalty: 2751.075195
	Iteration 9Q: 3 clusters Score -270107.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -270199.812500 Penalty: 2751.075195
	Iteration 10Q: 3 clusters Score -270199.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -270272.875000 Penalty: 2751.075195
	Iteration 11Q: 3 clusters Score -270272.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -270337.843750 Penalty: 2751.075195
	Iteration 12Q: 3 clusters Score -270337.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -270392.656250 Penalty: 2751.075195
	Iteration 13Q: 3 clusters Score -270392.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -270438.500000 Penalty: 2751.075195
	Iteration 14Q: 3 clusters Score -270438.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -270467.906250 Penalty: 2751.075195
	Iteration 15Q: 3 clusters Score -270467.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -270495.500000 Penalty: 2751.075195
	Iteration 16Q: 3 clusters Score -270495.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -270517.468750 Penalty: 2751.075195
	Iteration 17Q: 3 clusters Score -270517.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -270526.437500 Penalty: 2751.075195
	Iteration 18Q: 3 clusters Score -270526.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -270533.125000 Penalty: 2751.075195
	Iteration 19Q: 3 clusters Score -270533.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -270540.312500 Penalty: 2751.075195
	Iteration 20F: 3 clusters Score -270540.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -270544.437500 Penalty: 2751.075195
	Iteration 21Q: 3 clusters Score -270544.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -270546.187500 Penalty: 2751.075195
	Iteration 22Q: 3 clusters Score -270546.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -270548.562500 Penalty: 2751.075195
	Iteration 23Q: 3 clusters Score -270548.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -270549.593750 Penalty: 2751.075195
	Iteration 24Q: 3 clusters Score -270549.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -270550.812500 Penalty: 2751.075195
	Iteration 25Q: 3 clusters Score -270550.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -270551.156250 Penalty: 2751.075195
	Iteration 26Q: 3 clusters Score -270551.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -270551.531250 Penalty: 2751.075195
	Iteration 27Q: 3 clusters Score -270551.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -270552.656250 Penalty: 2751.075195
	Iteration 28Q: 3 clusters Score -270552.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -270553.906250 Penalty: 2751.075195
	Iteration 29Q: 3 clusters Score -270553.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -270555.093750 Penalty: 2751.075195
	Iteration 30Q: 3 clusters Score -270555.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -270555.156250 Penalty: 2751.075195
	Iteration 31Q: 3 clusters Score -270555.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -270556.656250 Penalty: 2751.075195
	Iteration 32Q: 3 clusters Score -270556.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -270556.437500 Penalty: 2751.075195
	Iteration 33Q: 3 clusters Score -270556.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -270556.437500 Penalty: 2751.075195
	Iteration 34F: 3 clusters Score -270556.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Entering Unmasked Estep 
Score: -285039.875000 Penalty: 1377.003662
	Iteration 0F: 2 clusters Score -285039.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -281159.968750 Penalty: 2754.007324
	Iteration 0F: 3 clusters Score -281160 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -282357.843750 Penalty: 2754.007324
	Iteration 1F: 3 clusters Score -282357.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -282631.187500 Penalty: 2754.007324
	Iteration 2F: 3 clusters Score -282631.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -282840.500000 Penalty: 2754.007324
	Iteration 3F: 3 clusters Score -282840.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -283034.781250 Penalty: 2754.007324
	Iteration 4F: 3 clusters Score -283034.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -283275.875000 Penalty: 2754.007324
	Iteration 5F: 3 clusters Score -283275.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -283578.593750 Penalty: 2754.007324
	Iteration 6F: 3 clusters Score -283578.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -283841.062500 Penalty: 2754.007324
	Iteration 7F: 3 clusters Score -283841.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -284032.281250 Penalty: 2754.007324
	Iteration 8Q: 3 clusters Score -284032.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -284177.937500 Penalty: 2754.007324
	Iteration 9Q: 3 clusters Score -284177.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -284295.468750 Penalty: 2754.007324
	Iteration 10Q: 3 clusters Score -284295.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -284374.781250 Penalty: 2754.007324
	Iteration 11Q: 3 clusters Score -284374.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -284430.937500 Penalty: 2754.007324
	Iteration 12Q: 3 clusters Score -284430.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -284463.937500 Penalty: 2754.007324
	Iteration 13Q: 3 clusters Score -284463.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -284491.781250 Penalty: 2754.007324
	Iteration 14Q: 3 clusters Score -284491.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -284504.656250 Penalty: 2754.007324
	Iteration 15Q: 3 clusters Score -284504.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -284511.000000 Penalty: 2754.007324
	Iteration 16Q: 3 clusters Score -284511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -284516.656250 Penalty: 2754.007324
	Iteration 17Q: 3 clusters Score -284516.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -284520.062500 Penalty: 2754.007324
	Iteration 18Q: 3 clusters Score -284520.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -284528.062500 Penalty: 2754.007324
	Iteration 19Q: 3 clusters Score -284528.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -284531.156250 Penalty: 2754.007324
	Iteration 20F: 3 clusters Score -284531.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -284532.000000 Penalty: 2754.007324
	Iteration 21Q: 3 clusters Score -284532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -284533.593750 Penalty: 2754.007324
	Iteration 22Q: 3 clusters Score -284533.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -284534.812500 Penalty: 2754.007324
	Iteration 23Q: 3 clusters Score -284534.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -284536.343750 Penalty: 2754.007324
	Iteration 24Q: 3 clusters Score -284536.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -284537.250000 Penalty: 2754.007324
	Iteration 25Q: 3 clusters Score -284537.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -284537.250000 Penalty: 2754.007324
	Iteration 26F: 3 clusters Score -284537.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Entering Unmasked Estep 
Score: -156297.734375 Penalty: 1290.171265
	Iteration 0F: 2 clusters Score -156297.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -153671.859375 Penalty: 2580.342529
	Iteration 0F: 3 clusters Score -153671.9 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -154360.328125 Penalty: 2580.342529
	Iteration 1F: 3 clusters Score -154360.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -154595.781250 Penalty: 2580.342529
	Iteration 2F: 3 clusters Score -154595.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -154791.953125 Penalty: 2580.342529
	Iteration 3F: 3 clusters Score -154792 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -154971.015625 Penalty: 2580.342529
	Iteration 4F: 3 clusters Score -154971 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -155103.734375 Penalty: 2580.342529
	Iteration 5F: 3 clusters Score -155103.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -155226.531250 Penalty: 2580.342529
	Iteration 6Q: 3 clusters Score -155226.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -155317.390625 Penalty: 2580.342529
	Iteration 7Q: 3 clusters Score -155317.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -155401.921875 Penalty: 2580.342529
	Iteration 8Q: 3 clusters Score -155401.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -155469.468750 Penalty: 2580.342529
	Iteration 9Q: 3 clusters Score -155469.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -155535.859375 Penalty: 2580.342529
	Iteration 10Q: 3 clusters Score -155535.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -155595.437500 Penalty: 2580.342529
	Iteration 11Q: 3 clusters Score -155595.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -155630.015625 Penalty: 2580.342529
	Iteration 12Q: 3 clusters Score -155630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -155665.468750 Penalty: 2580.342529
	Iteration 13Q: 3 clusters Score -155665.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -155681.156250 Penalty: 2580.342529
	Iteration 14Q: 3 clusters Score -155681.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -155692.187500 Penalty: 2580.342529
	Iteration 15Q: 3 clusters Score -155692.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -155704.328125 Penalty: 2580.342529
	Iteration 16Q: 3 clusters Score -155704.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -155714.140625 Penalty: 2580.342529
	Iteration 17Q: 3 clusters Score -155714.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -155724.812500 Penalty: 2580.342529
	Iteration 18Q: 3 clusters Score -155724.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -155738.281250 Penalty: 2580.342529
	Iteration 19Q: 3 clusters Score -155738.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -155760.343750 Penalty: 2580.342529
	Iteration 20F: 3 clusters Score -155760.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -155767.843750 Penalty: 2580.342529
	Iteration 21Q: 3 clusters Score -155767.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -155770.328125 Penalty: 2580.342529
	Iteration 22Q: 3 clusters Score -155770.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -155773.203125 Penalty: 2580.342529
	Iteration 23Q: 3 clusters Score -155773.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -155774.984375 Penalty: 2580.342529
	Iteration 24Q: 3 clusters Score -155775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -155776.531250 Penalty: 2580.342529
	Iteration 25Q: 3 clusters Score -155776.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -155777.296875 Penalty: 2580.342529
	Iteration 26Q: 3 clusters Score -155777.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -155778.125000 Penalty: 2580.342529
	Iteration 27Q: 3 clusters Score -155778.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -155778.796875 Penalty: 2580.342529
	Iteration 28Q: 3 clusters Score -155778.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -155781.640625 Penalty: 2580.342529
	Iteration 29Q: 3 clusters Score -155781.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -155784.031250 Penalty: 2580.342529
	Iteration 30Q: 3 clusters Score -155784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -155786.468750 Penalty: 2580.342529
	Iteration 31Q: 3 clusters Score -155786.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -155788.171875 Penalty: 2580.342529
	Iteration 32Q: 3 clusters Score -155788.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -155790.218750 Penalty: 2580.342529
	Iteration 33Q: 3 clusters Score -155790.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -155791.781250 Penalty: 2580.342529
	Iteration 34Q: 3 clusters Score -155791.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -155794.312500 Penalty: 2580.342529
	Iteration 35Q: 3 clusters Score -155794.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -155796.062500 Penalty: 2580.342529
	Iteration 36Q: 3 clusters Score -155796.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -155796.125000 Penalty: 2580.342529
	Iteration 37Q: 3 clusters Score -155796.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -155796.125000 Penalty: 2580.342529
	Iteration 38F: 3 clusters Score -155796.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Entering Unmasked Estep 
Score: -885608.687500 Penalty: 1560.770996
	Iteration 0F: 2 clusters Score -885608.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -875309.312500 Penalty: 3121.541992
	Iteration 0F: 3 clusters Score -875309.3 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -878756.687500 Penalty: 3121.541992
	Iteration 1F: 3 clusters Score -878756.7 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -879108.750000 Penalty: 3121.541992
	Iteration 2F: 3 clusters Score -879108.8 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -879484.250000 Penalty: 3121.541992
	Iteration 3F: 3 clusters Score -879484.2 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -879913.875000 Penalty: 3121.541992
	Iteration 4F: 3 clusters Score -879913.9 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -880453.187500 Penalty: 3121.541992
	Iteration 5F: 3 clusters Score -880453.2 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -881143.312500 Penalty: 3121.541992
	Iteration 6F: 3 clusters Score -881143.3 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -881896.062500 Penalty: 3121.541992
	Iteration 7F: 3 clusters Score -881896.1 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -882602.687500 Penalty: 3121.541992
	Iteration 8F: 3 clusters Score -882602.7 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -883186.937500 Penalty: 3121.541992
	Iteration 9Q: 3 clusters Score -883186.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -883518.437500 Penalty: 3121.541992
	Iteration 10Q: 3 clusters Score -883518.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -883689.125000 Penalty: 3121.541992
	Iteration 11Q: 3 clusters Score -883689.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -883788.312500 Penalty: 3121.541992
	Iteration 12Q: 3 clusters Score -883788.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -883864.812500 Penalty: 3121.541992
	Iteration 13Q: 3 clusters Score -883864.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -883953.375000 Penalty: 3121.541992
	Iteration 14Q: 3 clusters Score -883953.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -884050.500000 Penalty: 3121.541992
	Iteration 15Q: 3 clusters Score -884050.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -884165.937500 Penalty: 3121.541992
	Iteration 16Q: 3 clusters Score -884165.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -884296.250000 Penalty: 3121.541992
	Iteration 17Q: 3 clusters Score -884296.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -884494.750000 Penalty: 3121.541992
	Iteration 18Q: 3 clusters Score -884494.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -884746.875000 Penalty: 3121.541992
	Iteration 19Q: 3 clusters Score -884746.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -884894.750000 Penalty: 3121.541992
	Iteration 20F: 3 clusters Score -884894.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -884973.687500 Penalty: 3121.541992
	Iteration 21Q: 3 clusters Score -884973.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -885029.812500 Penalty: 3121.541992
	Iteration 22Q: 3 clusters Score -885029.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -885073.000000 Penalty: 3121.541992
	Iteration 23Q: 3 clusters Score -885073 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -885109.937500 Penalty: 3121.541992
	Iteration 24Q: 3 clusters Score -885109.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -885136.750000 Penalty: 3121.541992
	Iteration 25Q: 3 clusters Score -885136.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -885154.000000 Penalty: 3121.541992
	Iteration 26Q: 3 clusters Score -885154 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -885165.187500 Penalty: 3121.541992
	Iteration 27Q: 3 clusters Score -885165.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -885172.937500 Penalty: 3121.541992
	Iteration 28Q: 3 clusters Score -885172.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -885175.375000 Penalty: 3121.541992
	Iteration 29Q: 3 clusters Score -885175.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -885177.750000 Penalty: 3121.541992
	Iteration 30Q: 3 clusters Score -885177.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -885179.375000 Penalty: 3121.541992
	Iteration 31Q: 3 clusters Score -885179.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -885181.187500 Penalty: 3121.541992
	Iteration 32Q: 3 clusters Score -885181.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -885182.000000 Penalty: 3121.541992
	Iteration 33Q: 3 clusters Score -885182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -885182.812500 Penalty: 3121.541992
	Iteration 34Q: 3 clusters Score -885182.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -885181.062500 Penalty: 3121.541992
	Iteration 35Q: 3 clusters Score -885181.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -885184.000000 Penalty: 3121.541992
	Iteration 36Q: 3 clusters Score -885184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -885182.562500 Penalty: 3121.541992
	Iteration 37Q: 3 clusters Score -885182.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -885182.062500 Penalty: 3121.541992
	Iteration 38Q: 3 clusters Score -885182.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -885182.187500 Penalty: 3121.541992
	Iteration 39Q: 3 clusters Score -885182.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -885183.875000 Penalty: 3121.541992
	Iteration 40F: 3 clusters Score -885183.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -885184.000000 Penalty: 3121.541992
	Iteration 41Q: 3 clusters Score -885184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -885182.625000 Penalty: 3121.541992
	Iteration 42Q: 3 clusters Score -885182.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -885182.625000 Penalty: 3121.541992
	Iteration 43F: 3 clusters Score -885182.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -6848.980957 Penalty: 806.462280
	Iteration 0F: 2 clusters Score -6848.981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6208.752441 Penalty: 1612.924561
	Iteration 0F: 3 clusters Score -6208.752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6247.220215 Penalty: 1612.924561
	Iteration 1F: 3 clusters Score -6247.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6253.285156 Penalty: 1612.924561
	Iteration 2Q: 3 clusters Score -6253.285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6260.561035 Penalty: 1612.924561
	Iteration 3Q: 3 clusters Score -6260.561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6260.561035 Penalty: 1612.924561
	Iteration 4F: 3 clusters Score -6260.561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Entering Unmasked Estep 
Score: -351285.906250 Penalty: 1395.432739
	Iteration 0F: 2 clusters Score -351285.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -347033.812500 Penalty: 2790.865479
	Iteration 0F: 3 clusters Score -347033.8 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -348186.875000 Penalty: 2790.865479
	Iteration 1F: 3 clusters Score -348186.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -348343.593750 Penalty: 2790.865479
	Iteration 2F: 3 clusters Score -348343.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -348443.093750 Penalty: 2790.865479
	Iteration 3Q: 3 clusters Score -348443.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -348514.781250 Penalty: 2790.865479
	Iteration 4Q: 3 clusters Score -348514.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -348579.781250 Penalty: 2790.865479
	Iteration 5Q: 3 clusters Score -348579.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -348641.531250 Penalty: 2790.865479
	Iteration 6Q: 3 clusters Score -348641.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -348696.031250 Penalty: 2790.865479
	Iteration 7Q: 3 clusters Score -348696 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -348751.812500 Penalty: 2790.865479
	Iteration 8Q: 3 clusters Score -348751.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -348814.406250 Penalty: 2790.865479
	Iteration 9Q: 3 clusters Score -348814.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -348888.781250 Penalty: 2790.865479
	Iteration 10Q: 3 clusters Score -348888.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -348982.968750 Penalty: 2790.865479
	Iteration 11Q: 3 clusters Score -348983 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -349077.125000 Penalty: 2790.865479
	Iteration 12Q: 3 clusters Score -349077.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -349163.093750 Penalty: 2790.865479
	Iteration 13Q: 3 clusters Score -349163.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -349245.812500 Penalty: 2790.865479
	Iteration 14Q: 3 clusters Score -349245.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -349322.656250 Penalty: 2790.865479
	Iteration 15Q: 3 clusters Score -349322.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -349416.156250 Penalty: 2790.865479
	Iteration 16Q: 3 clusters Score -349416.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -349492.093750 Penalty: 2790.865479
	Iteration 17Q: 3 clusters Score -349492.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -349559.937500 Penalty: 2790.865479
	Iteration 18Q: 3 clusters Score -349559.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -349599.687500 Penalty: 2790.865479
	Iteration 19Q: 3 clusters Score -349599.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -349631.687500 Penalty: 2790.865479
	Iteration 20F: 3 clusters Score -349631.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -349658.500000 Penalty: 2790.865479
	Iteration 21Q: 3 clusters Score -349658.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -349675.625000 Penalty: 2790.865479
	Iteration 22Q: 3 clusters Score -349675.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -349690.437500 Penalty: 2790.865479
	Iteration 23Q: 3 clusters Score -349690.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -349706.968750 Penalty: 2790.865479
	Iteration 24Q: 3 clusters Score -349707 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -349717.437500 Penalty: 2790.865479
	Iteration 25Q: 3 clusters Score -349717.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -349727.156250 Penalty: 2790.865479
	Iteration 26Q: 3 clusters Score -349727.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -349741.843750 Penalty: 2790.865479
	Iteration 27Q: 3 clusters Score -349741.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -349754.343750 Penalty: 2790.865479
	Iteration 28Q: 3 clusters Score -349754.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -349763.156250 Penalty: 2790.865479
	Iteration 29Q: 3 clusters Score -349763.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -349774.281250 Penalty: 2790.865479
	Iteration 30Q: 3 clusters Score -349774.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -349784.906250 Penalty: 2790.865479
	Iteration 31Q: 3 clusters Score -349784.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -349792.375000 Penalty: 2790.865479
	Iteration 32Q: 3 clusters Score -349792.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -349801.500000 Penalty: 2790.865479
	Iteration 33Q: 3 clusters Score -349801.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -349809.375000 Penalty: 2790.865479
	Iteration 34Q: 3 clusters Score -349809.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -349817.250000 Penalty: 2790.865479
	Iteration 35Q: 3 clusters Score -349817.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -349828.250000 Penalty: 2790.865479
	Iteration 36Q: 3 clusters Score -349828.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -349842.625000 Penalty: 2790.865479
	Iteration 37Q: 3 clusters Score -349842.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -349851.250000 Penalty: 2790.865479
	Iteration 38Q: 3 clusters Score -349851.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -349859.593750 Penalty: 2790.865479
	Iteration 39Q: 3 clusters Score -349859.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -349868.000000 Penalty: 2790.865479
	Iteration 40F: 3 clusters Score -349868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -349875.781250 Penalty: 2790.865479
	Iteration 41Q: 3 clusters Score -349875.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -349881.468750 Penalty: 2790.865479
	Iteration 42Q: 3 clusters Score -349881.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -349885.812500 Penalty: 2790.865479
	Iteration 43Q: 3 clusters Score -349885.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -349892.656250 Penalty: 2790.865479
	Iteration 44Q: 3 clusters Score -349892.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -349897.125000 Penalty: 2790.865479
	Iteration 45Q: 3 clusters Score -349897.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -349903.937500 Penalty: 2790.865479
	Iteration 46Q: 3 clusters Score -349903.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -349915.156250 Penalty: 2790.865479
	Iteration 47Q: 3 clusters Score -349915.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -349928.031250 Penalty: 2790.865479
	Iteration 48Q: 3 clusters Score -349928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -349938.656250 Penalty: 2790.865479
	Iteration 49Q: 3 clusters Score -349938.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -349945.937500 Penalty: 2790.865479
	Iteration 50Q: 3 clusters Score -349945.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -349951.000000 Penalty: 2790.865479
	Iteration 51Q: 3 clusters Score -349951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -349961.093750 Penalty: 2790.865479
	Iteration 52Q: 3 clusters Score -349961.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -349973.718750 Penalty: 2790.865479
	Iteration 53Q: 3 clusters Score -349973.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -349980.312500 Penalty: 2790.865479
	Iteration 54Q: 3 clusters Score -349980.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -349986.968750 Penalty: 2790.865479
	Iteration 55Q: 3 clusters Score -349987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -349989.093750 Penalty: 2790.865479
	Iteration 56Q: 3 clusters Score -349989.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -349990.531250 Penalty: 2790.865479
	Iteration 57Q: 3 clusters Score -349990.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -349992.156250 Penalty: 2790.865479
	Iteration 58Q: 3 clusters Score -349992.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -349993.687500 Penalty: 2790.865479
	Iteration 59Q: 3 clusters Score -349993.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -349995.187500 Penalty: 2790.865479
	Iteration 60F: 3 clusters Score -349995.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -349996.062500 Penalty: 2790.865479
	Iteration 61Q: 3 clusters Score -349996.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -349996.062500 Penalty: 2790.865479
	Iteration 62F: 3 clusters Score -349996.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Entering Unmasked Estep 
Score: -337523.062500 Penalty: 1395.008057
	Iteration 0F: 2 clusters Score -337523.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -333290.437500 Penalty: 2790.016113
	Iteration 0F: 3 clusters Score -333290.4 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -334503.968750 Penalty: 2790.016113
	Iteration 1F: 3 clusters Score -334504 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -334702.875000 Penalty: 2790.016113
	Iteration 2F: 3 clusters Score -334702.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -334829.375000 Penalty: 2790.016113
	Iteration 3F: 3 clusters Score -334829.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -334928.531250 Penalty: 2790.016113
	Iteration 4Q: 3 clusters Score -334928.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -335016.031250 Penalty: 2790.016113
	Iteration 5Q: 3 clusters Score -335016 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -335096.687500 Penalty: 2790.016113
	Iteration 6Q: 3 clusters Score -335096.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -335168.218750 Penalty: 2790.016113
	Iteration 7Q: 3 clusters Score -335168.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -335246.062500 Penalty: 2790.016113
	Iteration 8Q: 3 clusters Score -335246.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -335321.031250 Penalty: 2790.016113
	Iteration 9Q: 3 clusters Score -335321 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -335389.406250 Penalty: 2790.016113
	Iteration 10Q: 3 clusters Score -335389.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -335443.000000 Penalty: 2790.016113
	Iteration 11Q: 3 clusters Score -335443 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -335475.968750 Penalty: 2790.016113
	Iteration 12Q: 3 clusters Score -335476 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -335509.031250 Penalty: 2790.016113
	Iteration 13Q: 3 clusters Score -335509 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -335541.031250 Penalty: 2790.016113
	Iteration 14Q: 3 clusters Score -335541 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -335569.687500 Penalty: 2790.016113
	Iteration 15Q: 3 clusters Score -335569.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -335590.312500 Penalty: 2790.016113
	Iteration 16Q: 3 clusters Score -335590.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -335608.093750 Penalty: 2790.016113
	Iteration 17Q: 3 clusters Score -335608.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -335623.781250 Penalty: 2790.016113
	Iteration 18Q: 3 clusters Score -335623.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -335640.500000 Penalty: 2790.016113
	Iteration 19Q: 3 clusters Score -335640.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -335658.000000 Penalty: 2790.016113
	Iteration 20F: 3 clusters Score -335658 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -335677.468750 Penalty: 2790.016113
	Iteration 21Q: 3 clusters Score -335677.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -335692.718750 Penalty: 2790.016113
	Iteration 22Q: 3 clusters Score -335692.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -335700.750000 Penalty: 2790.016113
	Iteration 23Q: 3 clusters Score -335700.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -335706.312500 Penalty: 2790.016113
	Iteration 24Q: 3 clusters Score -335706.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -335711.000000 Penalty: 2790.016113
	Iteration 25Q: 3 clusters Score -335711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -335713.406250 Penalty: 2790.016113
	Iteration 26Q: 3 clusters Score -335713.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -335715.250000 Penalty: 2790.016113
	Iteration 27Q: 3 clusters Score -335715.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -335717.218750 Penalty: 2790.016113
	Iteration 28Q: 3 clusters Score -335717.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -335717.750000 Penalty: 2790.016113
	Iteration 29Q: 3 clusters Score -335717.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -335720.031250 Penalty: 2790.016113
	Iteration 30Q: 3 clusters Score -335720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -335723.750000 Penalty: 2790.016113
	Iteration 31Q: 3 clusters Score -335723.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -335725.250000 Penalty: 2790.016113
	Iteration 32Q: 3 clusters Score -335725.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -335728.687500 Penalty: 2790.016113
	Iteration 33Q: 3 clusters Score -335728.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -335729.375000 Penalty: 2790.016113
	Iteration 34Q: 3 clusters Score -335729.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -335731.031250 Penalty: 2790.016113
	Iteration 35Q: 3 clusters Score -335731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -335730.593750 Penalty: 2790.016113
	Iteration 36Q: 3 clusters Score -335730.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -335730.875000 Penalty: 2790.016113
	Iteration 37Q: 3 clusters Score -335730.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -335731.562500 Penalty: 2790.016113
	Iteration 38Q: 3 clusters Score -335731.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -335731.812500 Penalty: 2790.016113
	Iteration 39Q: 3 clusters Score -335731.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -335732.156250 Penalty: 2790.016113
	Iteration 40F: 3 clusters Score -335732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -335732.343750 Penalty: 2790.016113
	Iteration 41Q: 3 clusters Score -335732.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -335732.093750 Penalty: 2790.016113
	Iteration 42Q: 3 clusters Score -335732.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -335732.531250 Penalty: 2790.016113
	Iteration 43Q: 3 clusters Score -335732.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -335734.125000 Penalty: 2790.016113
	Iteration 44Q: 3 clusters Score -335734.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -335733.625000 Penalty: 2790.016113
	Iteration 45Q: 3 clusters Score -335733.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -335734.812500 Penalty: 2790.016113
	Iteration 46Q: 3 clusters Score -335734.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -335735.656250 Penalty: 2790.016113
	Iteration 47Q: 3 clusters Score -335735.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -335737.125000 Penalty: 2790.016113
	Iteration 48Q: 3 clusters Score -335737.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -335737.812500 Penalty: 2790.016113
	Iteration 49Q: 3 clusters Score -335737.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -335739.593750 Penalty: 2790.016113
	Iteration 50Q: 3 clusters Score -335739.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -335740.406250 Penalty: 2790.016113
	Iteration 51Q: 3 clusters Score -335740.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -335739.656250 Penalty: 2790.016113
	Iteration 52Q: 3 clusters Score -335739.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -335740.031250 Penalty: 2790.016113
	Iteration 53Q: 3 clusters Score -335740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -335741.000000 Penalty: 2790.016113
	Iteration 54Q: 3 clusters Score -335741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -335741.000000 Penalty: 2790.016113
	Iteration 55F: 3 clusters Score -335741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Entering Unmasked Estep 
Score: -573469.250000 Penalty: 1485.079712
	Iteration 0F: 2 clusters Score -573469.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -566762.812500 Penalty: 2970.159424
	Iteration 0F: 3 clusters Score -566762.8 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -568926.562500 Penalty: 2970.159424
	Iteration 1F: 3 clusters Score -568926.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -569159.875000 Penalty: 2970.159424
	Iteration 2F: 3 clusters Score -569159.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -569323.250000 Penalty: 2970.159424
	Iteration 3Q: 3 clusters Score -569323.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -569470.125000 Penalty: 2970.159424
	Iteration 4Q: 3 clusters Score -569470.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -569612.500000 Penalty: 2970.159424
	Iteration 5Q: 3 clusters Score -569612.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -569786.937500 Penalty: 2970.159424
	Iteration 6Q: 3 clusters Score -569786.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -569982.000000 Penalty: 2970.159424
	Iteration 7Q: 3 clusters Score -569982 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -570190.625000 Penalty: 2970.159424
	Iteration 8Q: 3 clusters Score -570190.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -570452.437500 Penalty: 2970.159424
	Iteration 9Q: 3 clusters Score -570452.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -570717.875000 Penalty: 2970.159424
	Iteration 10Q: 3 clusters Score -570717.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -570962.312500 Penalty: 2970.159424
	Iteration 11Q: 3 clusters Score -570962.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -571131.437500 Penalty: 2970.159424
	Iteration 12Q: 3 clusters Score -571131.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -571238.750000 Penalty: 2970.159424
	Iteration 13Q: 3 clusters Score -571238.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -571332.937500 Penalty: 2970.159424
	Iteration 14Q: 3 clusters Score -571332.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -571394.250000 Penalty: 2970.159424
	Iteration 15Q: 3 clusters Score -571394.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -571447.750000 Penalty: 2970.159424
	Iteration 16Q: 3 clusters Score -571447.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -571493.000000 Penalty: 2970.159424
	Iteration 17Q: 3 clusters Score -571493 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -571533.250000 Penalty: 2970.159424
	Iteration 18Q: 3 clusters Score -571533.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -571562.062500 Penalty: 2970.159424
	Iteration 19Q: 3 clusters Score -571562.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -571589.750000 Penalty: 2970.159424
	Iteration 20F: 3 clusters Score -571589.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -571623.875000 Penalty: 2970.159424
	Iteration 21Q: 3 clusters Score -571623.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -571674.187500 Penalty: 2970.159424
	Iteration 22Q: 3 clusters Score -571674.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -571735.437500 Penalty: 2970.159424
	Iteration 23Q: 3 clusters Score -571735.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -571783.500000 Penalty: 2970.159424
	Iteration 24Q: 3 clusters Score -571783.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -571827.000000 Penalty: 2970.159424
	Iteration 25Q: 3 clusters Score -571827 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -571882.312500 Penalty: 2970.159424
	Iteration 26Q: 3 clusters Score -571882.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -571945.562500 Penalty: 2970.159424
	Iteration 27Q: 3 clusters Score -571945.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -572004.187500 Penalty: 2970.159424
	Iteration 28Q: 3 clusters Score -572004.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -572055.312500 Penalty: 2970.159424
	Iteration 29Q: 3 clusters Score -572055.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -572088.500000 Penalty: 2970.159424
	Iteration 30Q: 3 clusters Score -572088.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -572116.125000 Penalty: 2970.159424
	Iteration 31Q: 3 clusters Score -572116.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -572148.750000 Penalty: 2970.159424
	Iteration 32Q: 3 clusters Score -572148.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -572177.937500 Penalty: 2970.159424
	Iteration 33Q: 3 clusters Score -572177.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -572200.875000 Penalty: 2970.159424
	Iteration 34Q: 3 clusters Score -572200.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -572221.000000 Penalty: 2970.159424
	Iteration 35Q: 3 clusters Score -572221 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -572232.125000 Penalty: 2970.159424
	Iteration 36Q: 3 clusters Score -572232.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -572242.937500 Penalty: 2970.159424
	Iteration 37Q: 3 clusters Score -572242.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -572248.687500 Penalty: 2970.159424
	Iteration 38Q: 3 clusters Score -572248.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -572252.437500 Penalty: 2970.159424
	Iteration 39Q: 3 clusters Score -572252.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -572257.750000 Penalty: 2970.159424
	Iteration 40F: 3 clusters Score -572257.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -572264.187500 Penalty: 2970.159424
	Iteration 41Q: 3 clusters Score -572264.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -572267.000000 Penalty: 2970.159424
	Iteration 42Q: 3 clusters Score -572267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -572271.500000 Penalty: 2970.159424
	Iteration 43Q: 3 clusters Score -572271.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -572278.437500 Penalty: 2970.159424
	Iteration 44Q: 3 clusters Score -572278.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -572285.125000 Penalty: 2970.159424
	Iteration 45Q: 3 clusters Score -572285.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -572288.562500 Penalty: 2970.159424
	Iteration 46Q: 3 clusters Score -572288.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -572293.062500 Penalty: 2970.159424
	Iteration 47Q: 3 clusters Score -572293.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -572296.812500 Penalty: 2970.159424
	Iteration 48Q: 3 clusters Score -572296.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -572301.750000 Penalty: 2970.159424
	Iteration 49Q: 3 clusters Score -572301.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -572307.125000 Penalty: 2970.159424
	Iteration 50Q: 3 clusters Score -572307.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -572311.625000 Penalty: 2970.159424
	Iteration 51Q: 3 clusters Score -572311.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -572315.937500 Penalty: 2970.159424
	Iteration 52Q: 3 clusters Score -572315.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -572321.812500 Penalty: 2970.159424
	Iteration 53Q: 3 clusters Score -572321.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -572325.250000 Penalty: 2970.159424
	Iteration 54Q: 3 clusters Score -572325.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -572326.125000 Penalty: 2970.159424
	Iteration 55Q: 3 clusters Score -572326.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -572327.875000 Penalty: 2970.159424
	Iteration 56Q: 3 clusters Score -572327.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -572331.500000 Penalty: 2970.159424
	Iteration 57Q: 3 clusters Score -572331.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -572332.562500 Penalty: 2970.159424
	Iteration 58Q: 3 clusters Score -572332.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -572337.937500 Penalty: 2970.159424
	Iteration 59Q: 3 clusters Score -572337.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -572338.750000 Penalty: 2970.159424
	Iteration 60F: 3 clusters Score -572338.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -572341.687500 Penalty: 2970.159424
	Iteration 61Q: 3 clusters Score -572341.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -572343.687500 Penalty: 2970.159424
	Iteration 62Q: 3 clusters Score -572343.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -572348.312500 Penalty: 2970.159424
	Iteration 63Q: 3 clusters Score -572348.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -572350.625000 Penalty: 2970.159424
	Iteration 64Q: 3 clusters Score -572350.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -572353.750000 Penalty: 2970.159424
	Iteration 65Q: 3 clusters Score -572353.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -572355.187500 Penalty: 2970.159424
	Iteration 66Q: 3 clusters Score -572355.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -572357.875000 Penalty: 2970.159424
	Iteration 67Q: 3 clusters Score -572357.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -572358.812500 Penalty: 2970.159424
	Iteration 68Q: 3 clusters Score -572358.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -572358.187500 Penalty: 2970.159424
	Iteration 69Q: 3 clusters Score -572358.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -572358.500000 Penalty: 2970.159424
	Iteration 70Q: 3 clusters Score -572358.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -572359.687500 Penalty: 2970.159424
	Iteration 71Q: 3 clusters Score -572359.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -572359.687500 Penalty: 2970.159424
	Iteration 72F: 3 clusters Score -572359.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Entering Unmasked Estep 
Score: -734961.312500 Penalty: 1518.569946
	Iteration 0F: 2 clusters Score -734961.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -726825.625000 Penalty: 3037.139893
	Iteration 0F: 3 clusters Score -726825.6 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -729583.937500 Penalty: 3037.139893
	Iteration 1F: 3 clusters Score -729583.9 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -729919.812500 Penalty: 3037.139893
	Iteration 2F: 3 clusters Score -729919.8 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -730259.625000 Penalty: 3037.139893
	Iteration 3F: 3 clusters Score -730259.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -730606.250000 Penalty: 3037.139893
	Iteration 4F: 3 clusters Score -730606.2 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -730905.687500 Penalty: 3037.139893
	Iteration 5F: 3 clusters Score -730905.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -731189.750000 Penalty: 3037.139893
	Iteration 6Q: 3 clusters Score -731189.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -731484.312500 Penalty: 3037.139893
	Iteration 7Q: 3 clusters Score -731484.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -731790.312500 Penalty: 3037.139893
	Iteration 8Q: 3 clusters Score -731790.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -732138.312500 Penalty: 3037.139893
	Iteration 9Q: 3 clusters Score -732138.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -732496.500000 Penalty: 3037.139893
	Iteration 10Q: 3 clusters Score -732496.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -732824.187500 Penalty: 3037.139893
	Iteration 11Q: 3 clusters Score -732824.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -733180.187500 Penalty: 3037.139893
	Iteration 12Q: 3 clusters Score -733180.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -733567.500000 Penalty: 3037.139893
	Iteration 13Q: 3 clusters Score -733567.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -733898.500000 Penalty: 3037.139893
	Iteration 14Q: 3 clusters Score -733898.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -734088.250000 Penalty: 3037.139893
	Iteration 15Q: 3 clusters Score -734088.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -734230.562500 Penalty: 3037.139893
	Iteration 16Q: 3 clusters Score -734230.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -734343.187500 Penalty: 3037.139893
	Iteration 17Q: 3 clusters Score -734343.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -734414.875000 Penalty: 3037.139893
	Iteration 18Q: 3 clusters Score -734414.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -734466.125000 Penalty: 3037.139893
	Iteration 19Q: 3 clusters Score -734466.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -734491.937500 Penalty: 3037.139893
	Iteration 20F: 3 clusters Score -734491.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -734512.375000 Penalty: 3037.139893
	Iteration 21Q: 3 clusters Score -734512.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -734525.250000 Penalty: 3037.139893
	Iteration 22Q: 3 clusters Score -734525.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -734536.125000 Penalty: 3037.139893
	Iteration 23Q: 3 clusters Score -734536.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -734546.562500 Penalty: 3037.139893
	Iteration 24Q: 3 clusters Score -734546.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -734551.625000 Penalty: 3037.139893
	Iteration 25Q: 3 clusters Score -734551.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -734554.437500 Penalty: 3037.139893
	Iteration 26Q: 3 clusters Score -734554.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -734556.312500 Penalty: 3037.139893
	Iteration 27Q: 3 clusters Score -734556.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -734557.812500 Penalty: 3037.139893
	Iteration 28Q: 3 clusters Score -734557.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -734559.125000 Penalty: 3037.139893
	Iteration 29Q: 3 clusters Score -734559.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -734562.125000 Penalty: 3037.139893
	Iteration 30Q: 3 clusters Score -734562.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -734563.625000 Penalty: 3037.139893
	Iteration 31Q: 3 clusters Score -734563.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -734564.187500 Penalty: 3037.139893
	Iteration 32Q: 3 clusters Score -734564.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -734565.750000 Penalty: 3037.139893
	Iteration 33Q: 3 clusters Score -734565.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -734568.000000 Penalty: 3037.139893
	Iteration 34Q: 3 clusters Score -734568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -734568.500000 Penalty: 3037.139893
	Iteration 35Q: 3 clusters Score -734568.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -734574.687500 Penalty: 3037.139893
	Iteration 36Q: 3 clusters Score -734574.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -734576.000000 Penalty: 3037.139893
	Iteration 37Q: 3 clusters Score -734576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -734575.312500 Penalty: 3037.139893
	Iteration 38Q: 3 clusters Score -734575.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -734575.562500 Penalty: 3037.139893
	Iteration 39Q: 3 clusters Score -734575.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -734575.375000 Penalty: 3037.139893
	Iteration 40F: 3 clusters Score -734575.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Entering Unmasked Estep 
Score: -263133.093750 Penalty: 1365.763184
	Iteration 0F: 2 clusters Score -263133.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -259468.765625 Penalty: 2731.526367
	Iteration 0F: 3 clusters Score -259468.8 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -260498.281250 Penalty: 2731.526367
	Iteration 1F: 3 clusters Score -260498.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -260680.187500 Penalty: 2731.526367
	Iteration 2F: 3 clusters Score -260680.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -260835.953125 Penalty: 2731.526367
	Iteration 3F: 3 clusters Score -260836 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -260970.640625 Penalty: 2731.526367
	Iteration 4Q: 3 clusters Score -260970.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -261076.421875 Penalty: 2731.526367
	Iteration 5Q: 3 clusters Score -261076.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -261166.875000 Penalty: 2731.526367
	Iteration 6Q: 3 clusters Score -261166.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -261244.328125 Penalty: 2731.526367
	Iteration 7Q: 3 clusters Score -261244.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -261313.015625 Penalty: 2731.526367
	Iteration 8Q: 3 clusters Score -261313 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -261378.546875 Penalty: 2731.526367
	Iteration 9Q: 3 clusters Score -261378.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -261434.906250 Penalty: 2731.526367
	Iteration 10Q: 3 clusters Score -261434.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -261472.953125 Penalty: 2731.526367
	Iteration 11Q: 3 clusters Score -261473 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -261507.171875 Penalty: 2731.526367
	Iteration 12Q: 3 clusters Score -261507.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -261552.343750 Penalty: 2731.526367
	Iteration 13Q: 3 clusters Score -261552.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -261587.937500 Penalty: 2731.526367
	Iteration 14Q: 3 clusters Score -261587.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -261621.921875 Penalty: 2731.526367
	Iteration 15Q: 3 clusters Score -261621.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -261667.421875 Penalty: 2731.526367
	Iteration 16Q: 3 clusters Score -261667.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -261721.312500 Penalty: 2731.526367
	Iteration 17Q: 3 clusters Score -261721.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -261790.531250 Penalty: 2731.526367
	Iteration 18Q: 3 clusters Score -261790.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -261858.265625 Penalty: 2731.526367
	Iteration 19Q: 3 clusters Score -261858.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -261909.953125 Penalty: 2731.526367
	Iteration 20F: 3 clusters Score -261910 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -261947.671875 Penalty: 2731.526367
	Iteration 21Q: 3 clusters Score -261947.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -261982.437500 Penalty: 2731.526367
	Iteration 22Q: 3 clusters Score -261982.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -262016.765625 Penalty: 2731.526367
	Iteration 23Q: 3 clusters Score -262016.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -262047.312500 Penalty: 2731.526367
	Iteration 24Q: 3 clusters Score -262047.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -262074.156250 Penalty: 2731.526367
	Iteration 25Q: 3 clusters Score -262074.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -262094.218750 Penalty: 2731.526367
	Iteration 26Q: 3 clusters Score -262094.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -262107.468750 Penalty: 2731.526367
	Iteration 27Q: 3 clusters Score -262107.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -262117.046875 Penalty: 2731.526367
	Iteration 28Q: 3 clusters Score -262117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -262122.375000 Penalty: 2731.526367
	Iteration 29Q: 3 clusters Score -262122.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -262125.421875 Penalty: 2731.526367
	Iteration 30Q: 3 clusters Score -262125.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -262128.078125 Penalty: 2731.526367
	Iteration 31Q: 3 clusters Score -262128.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -262129.531250 Penalty: 2731.526367
	Iteration 32Q: 3 clusters Score -262129.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -262130.578125 Penalty: 2731.526367
	Iteration 33Q: 3 clusters Score -262130.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -262131.046875 Penalty: 2731.526367
	Iteration 34Q: 3 clusters Score -262131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -262131.718750 Penalty: 2731.526367
	Iteration 35Q: 3 clusters Score -262131.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -262131.718750 Penalty: 2731.526367
	Iteration 36F: 3 clusters Score -262131.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Entering Unmasked Estep 
Score: -138147.078125 Penalty: 1267.193359
	Iteration 0F: 2 clusters Score -138147.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -135780.750000 Penalty: 2534.386719
	Iteration 0F: 3 clusters Score -135780.8 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -136283.781250 Penalty: 2534.386719
	Iteration 1F: 3 clusters Score -136283.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -136394.968750 Penalty: 2534.386719
	Iteration 2F: 3 clusters Score -136395 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -136460.812500 Penalty: 2534.386719
	Iteration 3Q: 3 clusters Score -136460.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -136505.843750 Penalty: 2534.386719
	Iteration 4Q: 3 clusters Score -136505.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -136545.343750 Penalty: 2534.386719
	Iteration 5Q: 3 clusters Score -136545.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -136573.937500 Penalty: 2534.386719
	Iteration 6Q: 3 clusters Score -136573.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -136600.828125 Penalty: 2534.386719
	Iteration 7Q: 3 clusters Score -136600.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -136624.031250 Penalty: 2534.386719
	Iteration 8Q: 3 clusters Score -136624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -136643.281250 Penalty: 2534.386719
	Iteration 9Q: 3 clusters Score -136643.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -136667.406250 Penalty: 2534.386719
	Iteration 10Q: 3 clusters Score -136667.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -136689.015625 Penalty: 2534.386719
	Iteration 11Q: 3 clusters Score -136689 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -136710.046875 Penalty: 2534.386719
	Iteration 12Q: 3 clusters Score -136710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -136722.812500 Penalty: 2534.386719
	Iteration 13Q: 3 clusters Score -136722.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -136733.656250 Penalty: 2534.386719
	Iteration 14Q: 3 clusters Score -136733.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -136739.453125 Penalty: 2534.386719
	Iteration 15Q: 3 clusters Score -136739.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -136747.140625 Penalty: 2534.386719
	Iteration 16Q: 3 clusters Score -136747.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -136755.609375 Penalty: 2534.386719
	Iteration 17Q: 3 clusters Score -136755.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -136761.703125 Penalty: 2534.386719
	Iteration 18Q: 3 clusters Score -136761.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -136769.265625 Penalty: 2534.386719
	Iteration 19Q: 3 clusters Score -136769.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -136777.812500 Penalty: 2534.386719
	Iteration 20F: 3 clusters Score -136777.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -136785.296875 Penalty: 2534.386719
	Iteration 21Q: 3 clusters Score -136785.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -136790.359375 Penalty: 2534.386719
	Iteration 22Q: 3 clusters Score -136790.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -136795.359375 Penalty: 2534.386719
	Iteration 23Q: 3 clusters Score -136795.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -136801.671875 Penalty: 2534.386719
	Iteration 24Q: 3 clusters Score -136801.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -136807.125000 Penalty: 2534.386719
	Iteration 25Q: 3 clusters Score -136807.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -136811.640625 Penalty: 2534.386719
	Iteration 26Q: 3 clusters Score -136811.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -136813.250000 Penalty: 2534.386719
	Iteration 27Q: 3 clusters Score -136813.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -136816.078125 Penalty: 2534.386719
	Iteration 28Q: 3 clusters Score -136816.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -136819.812500 Penalty: 2534.386719
	Iteration 29Q: 3 clusters Score -136819.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -136823.218750 Penalty: 2534.386719
	Iteration 30Q: 3 clusters Score -136823.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -136826.593750 Penalty: 2534.386719
	Iteration 31Q: 3 clusters Score -136826.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -136828.687500 Penalty: 2534.386719
	Iteration 32Q: 3 clusters Score -136828.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -136829.406250 Penalty: 2534.386719
	Iteration 33Q: 3 clusters Score -136829.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -136829.406250 Penalty: 2534.386719
	Iteration 34F: 3 clusters Score -136829.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -74235.109375 Penalty: 1152.543213
	Iteration 0F: 2 clusters Score -74235.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -72626.789062 Penalty: 2305.086426
	Iteration 0F: 3 clusters Score -72626.79 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -72904.101562 Penalty: 2305.086426
	Iteration 1F: 3 clusters Score -72904.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -72968.156250 Penalty: 2305.086426
	Iteration 2F: 3 clusters Score -72968.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -73016.726562 Penalty: 2305.086426
	Iteration 3Q: 3 clusters Score -73016.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -73050.882812 Penalty: 2305.086426
	Iteration 4Q: 3 clusters Score -73050.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -73069.671875 Penalty: 2305.086426
	Iteration 5Q: 3 clusters Score -73069.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -73083.531250 Penalty: 2305.086426
	Iteration 6Q: 3 clusters Score -73083.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -73099.882812 Penalty: 2305.086426
	Iteration 7Q: 3 clusters Score -73099.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -73117.156250 Penalty: 2305.086426
	Iteration 8Q: 3 clusters Score -73117.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -73131.546875 Penalty: 2305.086426
	Iteration 9Q: 3 clusters Score -73131.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -73142.359375 Penalty: 2305.086426
	Iteration 10Q: 3 clusters Score -73142.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -73156.671875 Penalty: 2305.086426
	Iteration 11Q: 3 clusters Score -73156.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -73171.968750 Penalty: 2305.086426
	Iteration 12Q: 3 clusters Score -73171.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -73181.125000 Penalty: 2305.086426
	Iteration 13Q: 3 clusters Score -73181.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -73189.789062 Penalty: 2305.086426
	Iteration 14Q: 3 clusters Score -73189.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -73200.867188 Penalty: 2305.086426
	Iteration 15Q: 3 clusters Score -73200.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -73205.320312 Penalty: 2305.086426
	Iteration 16Q: 3 clusters Score -73205.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -73206.671875 Penalty: 2305.086426
	Iteration 17Q: 3 clusters Score -73206.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -73212.539062 Penalty: 2305.086426
	Iteration 18Q: 3 clusters Score -73212.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -73218.140625 Penalty: 2305.086426
	Iteration 19Q: 3 clusters Score -73218.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -73223.914062 Penalty: 2305.086426
	Iteration 20F: 3 clusters Score -73223.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -73224.460938 Penalty: 2305.086426
	Iteration 21Q: 3 clusters Score -73224.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -73224.750000 Penalty: 2305.086426
	Iteration 22Q: 3 clusters Score -73224.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -73224.750000 Penalty: 2305.086426
	Iteration 23F: 3 clusters Score -73224.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Entering Unmasked Estep 
Score: -325263.875000 Penalty: 1385.209717
	Iteration 0F: 2 clusters Score -325263.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -321237.843750 Penalty: 2770.419434
	Iteration 0F: 3 clusters Score -321237.8 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -322445.000000 Penalty: 2770.419434
	Iteration 1F: 3 clusters Score -322445 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -322616.937500 Penalty: 2770.419434
	Iteration 2F: 3 clusters Score -322616.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -322744.437500 Penalty: 2770.419434
	Iteration 3Q: 3 clusters Score -322744.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -322832.218750 Penalty: 2770.419434
	Iteration 4Q: 3 clusters Score -322832.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -322898.875000 Penalty: 2770.419434
	Iteration 5Q: 3 clusters Score -322898.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -322959.468750 Penalty: 2770.419434
	Iteration 6Q: 3 clusters Score -322959.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -323005.250000 Penalty: 2770.419434
	Iteration 7Q: 3 clusters Score -323005.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -323056.218750 Penalty: 2770.419434
	Iteration 8Q: 3 clusters Score -323056.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -323101.750000 Penalty: 2770.419434
	Iteration 9Q: 3 clusters Score -323101.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -323137.781250 Penalty: 2770.419434
	Iteration 10Q: 3 clusters Score -323137.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -323163.093750 Penalty: 2770.419434
	Iteration 11Q: 3 clusters Score -323163.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -323186.343750 Penalty: 2770.419434
	Iteration 12Q: 3 clusters Score -323186.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -323213.843750 Penalty: 2770.419434
	Iteration 13Q: 3 clusters Score -323213.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -323239.375000 Penalty: 2770.419434
	Iteration 14Q: 3 clusters Score -323239.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -323261.218750 Penalty: 2770.419434
	Iteration 15Q: 3 clusters Score -323261.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -323285.531250 Penalty: 2770.419434
	Iteration 16Q: 3 clusters Score -323285.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -323303.718750 Penalty: 2770.419434
	Iteration 17Q: 3 clusters Score -323303.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -323323.531250 Penalty: 2770.419434
	Iteration 18Q: 3 clusters Score -323323.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -323341.375000 Penalty: 2770.419434
	Iteration 19Q: 3 clusters Score -323341.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -323357.656250 Penalty: 2770.419434
	Iteration 20F: 3 clusters Score -323357.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -323369.500000 Penalty: 2770.419434
	Iteration 21Q: 3 clusters Score -323369.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -323379.750000 Penalty: 2770.419434
	Iteration 22Q: 3 clusters Score -323379.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -323390.812500 Penalty: 2770.419434
	Iteration 23Q: 3 clusters Score -323390.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -323405.312500 Penalty: 2770.419434
	Iteration 24Q: 3 clusters Score -323405.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -323422.968750 Penalty: 2770.419434
	Iteration 25Q: 3 clusters Score -323423 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -323441.031250 Penalty: 2770.419434
	Iteration 26Q: 3 clusters Score -323441 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -323464.500000 Penalty: 2770.419434
	Iteration 27Q: 3 clusters Score -323464.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -323490.750000 Penalty: 2770.419434
	Iteration 28Q: 3 clusters Score -323490.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -323535.750000 Penalty: 2770.419434
	Iteration 29Q: 3 clusters Score -323535.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -323591.218750 Penalty: 2770.419434
	Iteration 30Q: 3 clusters Score -323591.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -323661.593750 Penalty: 2770.419434
	Iteration 31Q: 3 clusters Score -323661.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -323745.312500 Penalty: 2770.419434
	Iteration 32Q: 3 clusters Score -323745.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -323833.187500 Penalty: 2770.419434
	Iteration 33Q: 3 clusters Score -323833.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -323916.062500 Penalty: 2770.419434
	Iteration 34Q: 3 clusters Score -323916.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -323990.281250 Penalty: 2770.419434
	Iteration 35Q: 3 clusters Score -323990.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -324055.156250 Penalty: 2770.419434
	Iteration 36Q: 3 clusters Score -324055.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -324106.250000 Penalty: 2770.419434
	Iteration 37Q: 3 clusters Score -324106.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -324139.125000 Penalty: 2770.419434
	Iteration 38Q: 3 clusters Score -324139.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -324164.156250 Penalty: 2770.419434
	Iteration 39Q: 3 clusters Score -324164.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -324183.218750 Penalty: 2770.419434
	Iteration 40F: 3 clusters Score -324183.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -324197.906250 Penalty: 2770.419434
	Iteration 41Q: 3 clusters Score -324197.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -324209.343750 Penalty: 2770.419434
	Iteration 42Q: 3 clusters Score -324209.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -324218.375000 Penalty: 2770.419434
	Iteration 43Q: 3 clusters Score -324218.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -324225.656250 Penalty: 2770.419434
	Iteration 44Q: 3 clusters Score -324225.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -324231.437500 Penalty: 2770.419434
	Iteration 45Q: 3 clusters Score -324231.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -324235.687500 Penalty: 2770.419434
	Iteration 46Q: 3 clusters Score -324235.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -324240.312500 Penalty: 2770.419434
	Iteration 47Q: 3 clusters Score -324240.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -324246.031250 Penalty: 2770.419434
	Iteration 48Q: 3 clusters Score -324246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -324251.437500 Penalty: 2770.419434
	Iteration 49Q: 3 clusters Score -324251.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -324257.250000 Penalty: 2770.419434
	Iteration 50Q: 3 clusters Score -324257.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -324262.562500 Penalty: 2770.419434
	Iteration 51Q: 3 clusters Score -324262.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -324266.218750 Penalty: 2770.419434
	Iteration 52Q: 3 clusters Score -324266.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -324268.812500 Penalty: 2770.419434
	Iteration 53Q: 3 clusters Score -324268.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -324272.031250 Penalty: 2770.419434
	Iteration 54Q: 3 clusters Score -324272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -324277.000000 Penalty: 2770.419434
	Iteration 55Q: 3 clusters Score -324277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -324279.218750 Penalty: 2770.419434
	Iteration 56Q: 3 clusters Score -324279.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -324282.656250 Penalty: 2770.419434
	Iteration 57Q: 3 clusters Score -324282.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -324287.625000 Penalty: 2770.419434
	Iteration 58Q: 3 clusters Score -324287.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -324290.156250 Penalty: 2770.419434
	Iteration 59Q: 3 clusters Score -324290.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -324293.750000 Penalty: 2770.419434
	Iteration 60F: 3 clusters Score -324293.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -324295.062500 Penalty: 2770.419434
	Iteration 61Q: 3 clusters Score -324295.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -324296.718750 Penalty: 2770.419434
	Iteration 62Q: 3 clusters Score -324296.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -324298.437500 Penalty: 2770.419434
	Iteration 63Q: 3 clusters Score -324298.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -324300.468750 Penalty: 2770.419434
	Iteration 64Q: 3 clusters Score -324300.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -324301.781250 Penalty: 2770.419434
	Iteration 65Q: 3 clusters Score -324301.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -324304.343750 Penalty: 2770.419434
	Iteration 66Q: 3 clusters Score -324304.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -324307.218750 Penalty: 2770.419434
	Iteration 67Q: 3 clusters Score -324307.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -324309.437500 Penalty: 2770.419434
	Iteration 68Q: 3 clusters Score -324309.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -324309.968750 Penalty: 2770.419434
	Iteration 69Q: 3 clusters Score -324310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -324311.218750 Penalty: 2770.419434
	Iteration 70Q: 3 clusters Score -324311.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -324311.312500 Penalty: 2770.419434
	Iteration 71Q: 3 clusters Score -324311.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -324311.062500 Penalty: 2770.419434
	Iteration 72Q: 3 clusters Score -324311.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -324311.750000 Penalty: 2770.419434
	Iteration 73Q: 3 clusters Score -324311.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -324311.312500 Penalty: 2770.419434
	Iteration 74Q: 3 clusters Score -324311.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -324311.968750 Penalty: 2770.419434
	Iteration 75Q: 3 clusters Score -324312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -324311.687500 Penalty: 2770.419434
	Iteration 76Q: 3 clusters Score -324311.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -324311.687500 Penalty: 2770.419434
	Iteration 77F: 3 clusters Score -324311.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -214151.531250 Penalty: 1335.990356
	Iteration 0F: 2 clusters Score -214151.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -211051.359375 Penalty: 2671.980713
	Iteration 0F: 3 clusters Score -211051.4 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -211941.015625 Penalty: 2671.980713
	Iteration 1F: 3 clusters Score -211941 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -212166.312500 Penalty: 2671.980713
	Iteration 2F: 3 clusters Score -212166.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -212330.812500 Penalty: 2671.980713
	Iteration 3F: 3 clusters Score -212330.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -212463.734375 Penalty: 2671.980713
	Iteration 4F: 3 clusters Score -212463.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -212557.843750 Penalty: 2671.980713
	Iteration 5Q: 3 clusters Score -212557.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -212640.734375 Penalty: 2671.980713
	Iteration 6Q: 3 clusters Score -212640.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -212709.640625 Penalty: 2671.980713
	Iteration 7Q: 3 clusters Score -212709.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -212771.750000 Penalty: 2671.980713
	Iteration 8Q: 3 clusters Score -212771.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -212827.765625 Penalty: 2671.980713
	Iteration 9Q: 3 clusters Score -212827.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -212864.750000 Penalty: 2671.980713
	Iteration 10Q: 3 clusters Score -212864.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -212892.234375 Penalty: 2671.980713
	Iteration 11Q: 3 clusters Score -212892.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -212915.984375 Penalty: 2671.980713
	Iteration 12Q: 3 clusters Score -212916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -212946.234375 Penalty: 2671.980713
	Iteration 13Q: 3 clusters Score -212946.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -212973.109375 Penalty: 2671.980713
	Iteration 14Q: 3 clusters Score -212973.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -212994.000000 Penalty: 2671.980713
	Iteration 15Q: 3 clusters Score -212994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -213011.156250 Penalty: 2671.980713
	Iteration 16Q: 3 clusters Score -213011.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -213028.656250 Penalty: 2671.980713
	Iteration 17Q: 3 clusters Score -213028.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -213041.375000 Penalty: 2671.980713
	Iteration 18Q: 3 clusters Score -213041.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -213053.734375 Penalty: 2671.980713
	Iteration 19Q: 3 clusters Score -213053.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -213070.765625 Penalty: 2671.980713
	Iteration 20F: 3 clusters Score -213070.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -213094.140625 Penalty: 2671.980713
	Iteration 21Q: 3 clusters Score -213094.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -213116.593750 Penalty: 2671.980713
	Iteration 22Q: 3 clusters Score -213116.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -213131.703125 Penalty: 2671.980713
	Iteration 23Q: 3 clusters Score -213131.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -213148.218750 Penalty: 2671.980713
	Iteration 24Q: 3 clusters Score -213148.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -213165.312500 Penalty: 2671.980713
	Iteration 25Q: 3 clusters Score -213165.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -213187.078125 Penalty: 2671.980713
	Iteration 26Q: 3 clusters Score -213187.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -213210.625000 Penalty: 2671.980713
	Iteration 27Q: 3 clusters Score -213210.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -213224.000000 Penalty: 2671.980713
	Iteration 28Q: 3 clusters Score -213224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -213233.296875 Penalty: 2671.980713
	Iteration 29Q: 3 clusters Score -213233.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -213246.531250 Penalty: 2671.980713
	Iteration 30Q: 3 clusters Score -213246.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -213258.609375 Penalty: 2671.980713
	Iteration 31Q: 3 clusters Score -213258.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -213269.062500 Penalty: 2671.980713
	Iteration 32Q: 3 clusters Score -213269.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -213275.140625 Penalty: 2671.980713
	Iteration 33Q: 3 clusters Score -213275.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -213283.750000 Penalty: 2671.980713
	Iteration 34Q: 3 clusters Score -213283.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -213292.203125 Penalty: 2671.980713
	Iteration 35Q: 3 clusters Score -213292.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -213300.796875 Penalty: 2671.980713
	Iteration 36Q: 3 clusters Score -213300.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -213308.000000 Penalty: 2671.980713
	Iteration 37Q: 3 clusters Score -213308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -213315.984375 Penalty: 2671.980713
	Iteration 38Q: 3 clusters Score -213316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -213327.750000 Penalty: 2671.980713
	Iteration 39Q: 3 clusters Score -213327.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -213339.875000 Penalty: 2671.980713
	Iteration 40F: 3 clusters Score -213339.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -213352.906250 Penalty: 2671.980713
	Iteration 41Q: 3 clusters Score -213352.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -213362.062500 Penalty: 2671.980713
	Iteration 42Q: 3 clusters Score -213362.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -213367.968750 Penalty: 2671.980713
	Iteration 43Q: 3 clusters Score -213368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -213372.609375 Penalty: 2671.980713
	Iteration 44Q: 3 clusters Score -213372.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -213375.312500 Penalty: 2671.980713
	Iteration 45Q: 3 clusters Score -213375.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -213378.593750 Penalty: 2671.980713
	Iteration 46Q: 3 clusters Score -213378.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -213381.734375 Penalty: 2671.980713
	Iteration 47Q: 3 clusters Score -213381.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -213384.015625 Penalty: 2671.980713
	Iteration 48Q: 3 clusters Score -213384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -213384.640625 Penalty: 2671.980713
	Iteration 49Q: 3 clusters Score -213384.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -213384.937500 Penalty: 2671.980713
	Iteration 50Q: 3 clusters Score -213384.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -213386.125000 Penalty: 2671.980713
	Iteration 51Q: 3 clusters Score -213386.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -213386.609375 Penalty: 2671.980713
	Iteration 52Q: 3 clusters Score -213386.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -213386.906250 Penalty: 2671.980713
	Iteration 53Q: 3 clusters Score -213386.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -213386.906250 Penalty: 2671.980713
	Iteration 54F: 3 clusters Score -213386.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (85964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85964 members 
Entering Unmasked Estep 
Score: -5255391.000000 Penalty: 1846.273682
	Iteration 0F: 2 clusters Score -5255391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -5197945.000000 Penalty: 3692.547363
	Iteration 0F: 3 clusters Score -5197945 nChanged 40779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -5221664.000000 Penalty: 3692.547363
	Iteration 1F: 3 clusters Score -5221664 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -5222347.500000 Penalty: 3692.547363
	Iteration 2Q: 3 clusters Score -5222348 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 47235 members 
Entering Unmasked Estep 
Score: -5223241.000000 Penalty: 3692.547363
	Iteration 3Q: 3 clusters Score -5223241 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -5224428.500000 Penalty: 3692.547363
	Iteration 4Q: 3 clusters Score -5224428 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 52332 members 
Entering Unmasked Estep 
Score: -5226216.000000 Penalty: 3692.547363
	Iteration 5Q: 3 clusters Score -5226216 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -5229095.000000 Penalty: 3692.547363
	Iteration 6F: 3 clusters Score -5229095 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 61625 members 
Entering Unmasked Estep 
Score: -5233334.000000 Penalty: 3692.547363
	Iteration 7F: 3 clusters Score -5233334 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 67379 members 
Entering Unmasked Estep 
Score: -5238864.500000 Penalty: 3692.547363
	Iteration 8F: 3 clusters Score -5238864 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 72375 members 
Entering Unmasked Estep 
Score: -5244161.000000 Penalty: 3692.547363
	Iteration 9F: 3 clusters Score -5244161 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 75711 members 
Entering Unmasked Estep 
Score: -5247955.500000 Penalty: 3692.547363
	Iteration 10Q: 3 clusters Score -5247956 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 77482 members 
Entering Unmasked Estep 
Score: -5249804.500000 Penalty: 3692.547363
	Iteration 11Q: 3 clusters Score -5249804 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 78676 members 
Entering Unmasked Estep 
Score: -5250771.000000 Penalty: 3692.547363
	Iteration 12Q: 3 clusters Score -5250771 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 79582 members 
Entering Unmasked Estep 
Score: -5251346.500000 Penalty: 3692.547363
	Iteration 13Q: 3 clusters Score -5251346 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 80348 members 
Entering Unmasked Estep 
Score: -5251775.500000 Penalty: 3692.547363
	Iteration 14Q: 3 clusters Score -5251776 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 80997 members 
Entering Unmasked Estep 
Score: -5252062.000000 Penalty: 3692.547363
	Iteration 15Q: 3 clusters Score -5252062 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 81533 members 
Entering Unmasked Estep 
Score: -5252315.500000 Penalty: 3692.547363
	Iteration 16Q: 3 clusters Score -5252316 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 81979 members 
Entering Unmasked Estep 
Score: -5252559.000000 Penalty: 3692.547363
	Iteration 17Q: 3 clusters Score -5252559 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 82385 members 
Entering Unmasked Estep 
Score: -5252746.500000 Penalty: 3692.547363
	Iteration 18Q: 3 clusters Score -5252746 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 82758 members 
Entering Unmasked Estep 
Score: -5252930.000000 Penalty: 3692.547363
	Iteration 19Q: 3 clusters Score -5252930 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 83080 members 
Entering Unmasked Estep 
Score: -5253111.500000 Penalty: 3692.547363
	Iteration 20F: 3 clusters Score -5253112 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 83353 members 
Entering Unmasked Estep 
Score: -5253219.000000 Penalty: 3692.547363
	Iteration 21Q: 3 clusters Score -5253219 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 83579 members 
Entering Unmasked Estep 
Score: -5253316.000000 Penalty: 3692.547363
	Iteration 22Q: 3 clusters Score -5253316 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 83755 members 
Entering Unmasked Estep 
Score: -5253389.500000 Penalty: 3692.547363
	Iteration 23Q: 3 clusters Score -5253390 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 83913 members 
Entering Unmasked Estep 
Score: -5253484.000000 Penalty: 3692.547363
	Iteration 24Q: 3 clusters Score -5253484 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 84048 members 
Entering Unmasked Estep 
Score: -5253548.000000 Penalty: 3692.547363
	Iteration 25Q: 3 clusters Score -5253548 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 84183 members 
Entering Unmasked Estep 
Score: -5253620.000000 Penalty: 3692.547363
	Iteration 26Q: 3 clusters Score -5253620 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 84305 members 
Entering Unmasked Estep 
Score: -5253693.000000 Penalty: 3692.547363
	Iteration 27Q: 3 clusters Score -5253693 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 84400 members 
Entering Unmasked Estep 
Score: -5253749.000000 Penalty: 3692.547363
	Iteration 28Q: 3 clusters Score -5253749 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 84474 members 
Entering Unmasked Estep 
Score: -5253788.000000 Penalty: 3692.547363
	Iteration 29Q: 3 clusters Score -5253788 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 84541 members 
Entering Unmasked Estep 
Score: -5253835.000000 Penalty: 3692.547363
	Iteration 30Q: 3 clusters Score -5253835 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 84587 members 
Entering Unmasked Estep 
Score: -5253856.000000 Penalty: 3692.547363
	Iteration 31Q: 3 clusters Score -5253856 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 84626 members 
Entering Unmasked Estep 
Score: -5253860.500000 Penalty: 3692.547363
	Iteration 32Q: 3 clusters Score -5253860 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 84665 members 
Entering Unmasked Estep 
Score: -5253866.500000 Penalty: 3692.547363
	Iteration 33Q: 3 clusters Score -5253866 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 84692 members 
Entering Unmasked Estep 
Score: -5253888.000000 Penalty: 3692.547363
	Iteration 34Q: 3 clusters Score -5253888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 84725 members 
Entering Unmasked Estep 
Score: -5253895.500000 Penalty: 3692.547363
	Iteration 35Q: 3 clusters Score -5253896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 84754 members 
Entering Unmasked Estep 
Score: -5253903.500000 Penalty: 3692.547363
	Iteration 36Q: 3 clusters Score -5253904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 84771 members 
Entering Unmasked Estep 
Score: -5253905.500000 Penalty: 3692.547363
	Iteration 37Q: 3 clusters Score -5253906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 84795 members 
Entering Unmasked Estep 
Score: -5253910.000000 Penalty: 3692.547363
	Iteration 38Q: 3 clusters Score -5253910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 84807 members 
Entering Unmasked Estep 
Score: -5253913.000000 Penalty: 3692.547363
	Iteration 39Q: 3 clusters Score -5253913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 84818 members 
Entering Unmasked Estep 
Score: -5253916.000000 Penalty: 3692.547363
	Iteration 40F: 3 clusters Score -5253916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 84830 members 
Entering Unmasked Estep 
Score: -5253918.500000 Penalty: 3692.547363
	Iteration 41Q: 3 clusters Score -5253918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 84840 members 
Entering Unmasked Estep 
Score: -5253917.000000 Penalty: 3692.547363
	Iteration 42Q: 3 clusters Score -5253917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 84849 members 
Entering Unmasked Estep 
Score: -5253909.000000 Penalty: 3692.547363
	Iteration 43Q: 3 clusters Score -5253909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 84856 members 
Entering Unmasked Estep 
Score: -5253917.500000 Penalty: 3692.547363
	Iteration 44Q: 3 clusters Score -5253918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84860 members 
Entering Unmasked Estep 
Score: -5253913.000000 Penalty: 3692.547363
	Iteration 45Q: 3 clusters Score -5253913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 84867 members 
Entering Unmasked Estep 
Score: -5253907.000000 Penalty: 3692.547363
	Iteration 46Q: 3 clusters Score -5253907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 84874 members 
Entering Unmasked Estep 
Score: -5253912.500000 Penalty: 3692.547363
	Iteration 47Q: 3 clusters Score -5253912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 84879 members 
Entering Unmasked Estep 
Score: -5253916.500000 Penalty: 3692.547363
	Iteration 48Q: 3 clusters Score -5253916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 84883 members 
Entering Unmasked Estep 
Score: -5253910.000000 Penalty: 3692.547363
	Iteration 49Q: 3 clusters Score -5253910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 84884 members 
Entering Unmasked Estep 
Score: -5253906.500000 Penalty: 3692.547363
	Iteration 50Q: 3 clusters Score -5253906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 84884 members 
Entering Unmasked Estep 
Score: -5253906.500000 Penalty: 3692.547363
	Iteration 51F: 3 clusters Score -5253906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Entering Unmasked Estep 
Score: -381485.968750 Penalty: 1424.513672
	Iteration 0F: 2 clusters Score -381486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -376575.531250 Penalty: 2849.027344
	Iteration 0F: 3 clusters Score -376575.5 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -378223.875000 Penalty: 2849.027344
	Iteration 1F: 3 clusters Score -378223.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -378569.281250 Penalty: 2849.027344
	Iteration 2F: 3 clusters Score -378569.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -378853.062500 Penalty: 2849.027344
	Iteration 3F: 3 clusters Score -378853.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -379082.250000 Penalty: 2849.027344
	Iteration 4F: 3 clusters Score -379082.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -379301.906250 Penalty: 2849.027344
	Iteration 5F: 3 clusters Score -379301.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -379479.562500 Penalty: 2849.027344
	Iteration 6Q: 3 clusters Score -379479.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -379662.250000 Penalty: 2849.027344
	Iteration 7Q: 3 clusters Score -379662.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -379866.531250 Penalty: 2849.027344
	Iteration 8Q: 3 clusters Score -379866.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -380060.937500 Penalty: 2849.027344
	Iteration 9Q: 3 clusters Score -380060.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -380240.031250 Penalty: 2849.027344
	Iteration 10Q: 3 clusters Score -380240 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -380418.375000 Penalty: 2849.027344
	Iteration 11Q: 3 clusters Score -380418.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -380594.437500 Penalty: 2849.027344
	Iteration 12Q: 3 clusters Score -380594.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -380715.031250 Penalty: 2849.027344
	Iteration 13Q: 3 clusters Score -380715 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -380789.593750 Penalty: 2849.027344
	Iteration 14Q: 3 clusters Score -380789.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -380837.562500 Penalty: 2849.027344
	Iteration 15Q: 3 clusters Score -380837.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -380871.218750 Penalty: 2849.027344
	Iteration 16Q: 3 clusters Score -380871.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -380891.250000 Penalty: 2849.027344
	Iteration 17Q: 3 clusters Score -380891.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -380903.906250 Penalty: 2849.027344
	Iteration 18Q: 3 clusters Score -380903.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -380914.218750 Penalty: 2849.027344
	Iteration 19Q: 3 clusters Score -380914.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -380921.781250 Penalty: 2849.027344
	Iteration 20F: 3 clusters Score -380921.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -380925.812500 Penalty: 2849.027344
	Iteration 21Q: 3 clusters Score -380925.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -380928.593750 Penalty: 2849.027344
	Iteration 22Q: 3 clusters Score -380928.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -380932.093750 Penalty: 2849.027344
	Iteration 23Q: 3 clusters Score -380932.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -380932.281250 Penalty: 2849.027344
	Iteration 24Q: 3 clusters Score -380932.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -380933.781250 Penalty: 2849.027344
	Iteration 25Q: 3 clusters Score -380933.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -380936.093750 Penalty: 2849.027344
	Iteration 26Q: 3 clusters Score -380936.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -380936.437500 Penalty: 2849.027344
	Iteration 27Q: 3 clusters Score -380936.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -380937.000000 Penalty: 2849.027344
	Iteration 28Q: 3 clusters Score -380937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -380939.093750 Penalty: 2849.027344
	Iteration 29Q: 3 clusters Score -380939.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -380940.312500 Penalty: 2849.027344
	Iteration 30Q: 3 clusters Score -380940.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -380942.468750 Penalty: 2849.027344
	Iteration 31Q: 3 clusters Score -380942.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -380943.062500 Penalty: 2849.027344
	Iteration 32Q: 3 clusters Score -380943.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -380943.437500 Penalty: 2849.027344
	Iteration 33Q: 3 clusters Score -380943.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -380945.000000 Penalty: 2849.027344
	Iteration 34Q: 3 clusters Score -380945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -380947.781250 Penalty: 2849.027344
	Iteration 35Q: 3 clusters Score -380947.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -380949.843750 Penalty: 2849.027344
	Iteration 36Q: 3 clusters Score -380949.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -380952.250000 Penalty: 2849.027344
	Iteration 37Q: 3 clusters Score -380952.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -380953.437500 Penalty: 2849.027344
	Iteration 38Q: 3 clusters Score -380953.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -380956.781250 Penalty: 2849.027344
	Iteration 39Q: 3 clusters Score -380956.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -380959.375000 Penalty: 2849.027344
	Iteration 40F: 3 clusters Score -380959.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -380962.312500 Penalty: 2849.027344
	Iteration 41Q: 3 clusters Score -380962.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -380963.718750 Penalty: 2849.027344
	Iteration 42Q: 3 clusters Score -380963.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -380966.406250 Penalty: 2849.027344
	Iteration 43Q: 3 clusters Score -380966.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -380967.281250 Penalty: 2849.027344
	Iteration 44Q: 3 clusters Score -380967.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -380967.906250 Penalty: 2849.027344
	Iteration 45Q: 3 clusters Score -380967.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -380967.406250 Penalty: 2849.027344
	Iteration 46Q: 3 clusters Score -380967.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -380967.562500 Penalty: 2849.027344
	Iteration 47Q: 3 clusters Score -380967.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -380968.062500 Penalty: 2849.027344
	Iteration 48Q: 3 clusters Score -380968.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -380968.062500 Penalty: 2849.027344
	Iteration 49F: 3 clusters Score -380968.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Entering Unmasked Estep 
Score: -732854.187500 Penalty: 1527.239258
	Iteration 0F: 2 clusters Score -732854.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -724246.187500 Penalty: 3054.478516
	Iteration 0F: 3 clusters Score -724246.2 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -727240.375000 Penalty: 3054.478516
	Iteration 1F: 3 clusters Score -727240.4 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -727514.062500 Penalty: 3054.478516
	Iteration 2F: 3 clusters Score -727514.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -727784.625000 Penalty: 3054.478516
	Iteration 3F: 3 clusters Score -727784.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -728011.437500 Penalty: 3054.478516
	Iteration 4Q: 3 clusters Score -728011.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -728240.625000 Penalty: 3054.478516
	Iteration 5Q: 3 clusters Score -728240.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -728518.062500 Penalty: 3054.478516
	Iteration 6Q: 3 clusters Score -728518.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -728832.562500 Penalty: 3054.478516
	Iteration 7Q: 3 clusters Score -728832.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -729224.500000 Penalty: 3054.478516
	Iteration 8Q: 3 clusters Score -729224.5 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -729594.437500 Penalty: 3054.478516
	Iteration 9Q: 3 clusters Score -729594.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -729931.562500 Penalty: 3054.478516
	Iteration 10Q: 3 clusters Score -729931.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -730221.250000 Penalty: 3054.478516
	Iteration 11Q: 3 clusters Score -730221.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -730450.312500 Penalty: 3054.478516
	Iteration 12Q: 3 clusters Score -730450.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -730625.062500 Penalty: 3054.478516
	Iteration 13Q: 3 clusters Score -730625.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -730732.500000 Penalty: 3054.478516
	Iteration 14Q: 3 clusters Score -730732.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -730823.437500 Penalty: 3054.478516
	Iteration 15Q: 3 clusters Score -730823.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -730899.375000 Penalty: 3054.478516
	Iteration 16Q: 3 clusters Score -730899.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -730974.125000 Penalty: 3054.478516
	Iteration 17Q: 3 clusters Score -730974.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -731058.062500 Penalty: 3054.478516
	Iteration 18Q: 3 clusters Score -731058.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -731142.250000 Penalty: 3054.478516
	Iteration 19Q: 3 clusters Score -731142.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -731215.062500 Penalty: 3054.478516
	Iteration 20F: 3 clusters Score -731215.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -731272.562500 Penalty: 3054.478516
	Iteration 21Q: 3 clusters Score -731272.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -731313.562500 Penalty: 3054.478516
	Iteration 22Q: 3 clusters Score -731313.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -731347.062500 Penalty: 3054.478516
	Iteration 23Q: 3 clusters Score -731347.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -731374.187500 Penalty: 3054.478516
	Iteration 24Q: 3 clusters Score -731374.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -731395.375000 Penalty: 3054.478516
	Iteration 25Q: 3 clusters Score -731395.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -731419.000000 Penalty: 3054.478516
	Iteration 26Q: 3 clusters Score -731419 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -731437.500000 Penalty: 3054.478516
	Iteration 27Q: 3 clusters Score -731437.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -731453.000000 Penalty: 3054.478516
	Iteration 28Q: 3 clusters Score -731453 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -731470.437500 Penalty: 3054.478516
	Iteration 29Q: 3 clusters Score -731470.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -731482.312500 Penalty: 3054.478516
	Iteration 30Q: 3 clusters Score -731482.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -731492.312500 Penalty: 3054.478516
	Iteration 31Q: 3 clusters Score -731492.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -731498.125000 Penalty: 3054.478516
	Iteration 32Q: 3 clusters Score -731498.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -731505.875000 Penalty: 3054.478516
	Iteration 33Q: 3 clusters Score -731505.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -731512.062500 Penalty: 3054.478516
	Iteration 34Q: 3 clusters Score -731512.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -731519.750000 Penalty: 3054.478516
	Iteration 35Q: 3 clusters Score -731519.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -731527.437500 Penalty: 3054.478516
	Iteration 36Q: 3 clusters Score -731527.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -731533.687500 Penalty: 3054.478516
	Iteration 37Q: 3 clusters Score -731533.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -731537.062500 Penalty: 3054.478516
	Iteration 38Q: 3 clusters Score -731537.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -731539.687500 Penalty: 3054.478516
	Iteration 39Q: 3 clusters Score -731539.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -731544.375000 Penalty: 3054.478516
	Iteration 40F: 3 clusters Score -731544.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -731549.062500 Penalty: 3054.478516
	Iteration 41Q: 3 clusters Score -731549.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -731549.875000 Penalty: 3054.478516
	Iteration 42Q: 3 clusters Score -731549.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -731552.562500 Penalty: 3054.478516
	Iteration 43Q: 3 clusters Score -731552.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -731555.750000 Penalty: 3054.478516
	Iteration 44Q: 3 clusters Score -731555.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -731561.937500 Penalty: 3054.478516
	Iteration 45Q: 3 clusters Score -731561.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -731564.125000 Penalty: 3054.478516
	Iteration 46Q: 3 clusters Score -731564.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -731570.125000 Penalty: 3054.478516
	Iteration 47Q: 3 clusters Score -731570.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -731570.812500 Penalty: 3054.478516
	Iteration 48Q: 3 clusters Score -731570.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -731575.000000 Penalty: 3054.478516
	Iteration 49Q: 3 clusters Score -731575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -731578.875000 Penalty: 3054.478516
	Iteration 50Q: 3 clusters Score -731578.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -731580.812500 Penalty: 3054.478516
	Iteration 51Q: 3 clusters Score -731580.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -731583.187500 Penalty: 3054.478516
	Iteration 52Q: 3 clusters Score -731583.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -731584.687500 Penalty: 3054.478516
	Iteration 53Q: 3 clusters Score -731584.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -731586.250000 Penalty: 3054.478516
	Iteration 54Q: 3 clusters Score -731586.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -731587.250000 Penalty: 3054.478516
	Iteration 55Q: 3 clusters Score -731587.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -731589.250000 Penalty: 3054.478516
	Iteration 56Q: 3 clusters Score -731589.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -731588.687500 Penalty: 3054.478516
	Iteration 57Q: 3 clusters Score -731588.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -731589.750000 Penalty: 3054.478516
	Iteration 58Q: 3 clusters Score -731589.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -731591.062500 Penalty: 3054.478516
	Iteration 59Q: 3 clusters Score -731591.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -731590.937500 Penalty: 3054.478516
	Iteration 60F: 3 clusters Score -731590.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -731591.125000 Penalty: 3054.478516
	Iteration 61Q: 3 clusters Score -731591.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -731592.125000 Penalty: 3054.478516
	Iteration 62Q: 3 clusters Score -731592.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -731593.125000 Penalty: 3054.478516
	Iteration 63Q: 3 clusters Score -731593.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -731592.250000 Penalty: 3054.478516
	Iteration 64Q: 3 clusters Score -731592.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -731593.250000 Penalty: 3054.478516
	Iteration 65Q: 3 clusters Score -731593.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -731594.312500 Penalty: 3054.478516
	Iteration 66Q: 3 clusters Score -731594.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -731595.937500 Penalty: 3054.478516
	Iteration 67Q: 3 clusters Score -731595.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -731597.187500 Penalty: 3054.478516
	Iteration 68Q: 3 clusters Score -731597.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -731595.625000 Penalty: 3054.478516
	Iteration 69Q: 3 clusters Score -731595.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -731595.625000 Penalty: 3054.478516
	Iteration 70F: 3 clusters Score -731595.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Entering Unmasked Estep 
Score: -245083.203125 Penalty: 1352.468018
	Iteration 0F: 2 clusters Score -245083.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -241578.640625 Penalty: 2704.936035
	Iteration 0F: 3 clusters Score -241578.6 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -242567.046875 Penalty: 2704.936035
	Iteration 1F: 3 clusters Score -242567 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -242855.343750 Penalty: 2704.936035
	Iteration 2F: 3 clusters Score -242855.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -243066.453125 Penalty: 2704.936035
	Iteration 3F: 3 clusters Score -243066.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -243260.796875 Penalty: 2704.936035
	Iteration 4F: 3 clusters Score -243260.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -243454.750000 Penalty: 2704.936035
	Iteration 5F: 3 clusters Score -243454.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -243682.125000 Penalty: 2704.936035
	Iteration 6F: 3 clusters Score -243682.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -243892.031250 Penalty: 2704.936035
	Iteration 7F: 3 clusters Score -243892 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -244066.062500 Penalty: 2704.936035
	Iteration 8Q: 3 clusters Score -244066.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -244223.515625 Penalty: 2704.936035
	Iteration 9Q: 3 clusters Score -244223.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -244356.562500 Penalty: 2704.936035
	Iteration 10Q: 3 clusters Score -244356.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -244453.968750 Penalty: 2704.936035
	Iteration 11Q: 3 clusters Score -244454 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -244501.687500 Penalty: 2704.936035
	Iteration 12Q: 3 clusters Score -244501.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -244527.203125 Penalty: 2704.936035
	Iteration 13Q: 3 clusters Score -244527.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -244537.484375 Penalty: 2704.936035
	Iteration 14Q: 3 clusters Score -244537.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -244544.437500 Penalty: 2704.936035
	Iteration 15Q: 3 clusters Score -244544.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -244552.718750 Penalty: 2704.936035
	Iteration 16Q: 3 clusters Score -244552.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -244557.921875 Penalty: 2704.936035
	Iteration 17Q: 3 clusters Score -244557.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -244562.890625 Penalty: 2704.936035
	Iteration 18Q: 3 clusters Score -244562.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -244565.484375 Penalty: 2704.936035
	Iteration 19Q: 3 clusters Score -244565.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -244568.484375 Penalty: 2704.936035
	Iteration 20F: 3 clusters Score -244568.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -244570.046875 Penalty: 2704.936035
	Iteration 21Q: 3 clusters Score -244570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -244570.046875 Penalty: 2704.936035
	Iteration 22F: 3 clusters Score -244570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (89209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89209 members 
Entering Unmasked Estep 
Score: -5703547.000000 Penalty: 1852.294800
	Iteration 0F: 2 clusters Score -5703547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -5644021.000000 Penalty: 3704.589600
	Iteration 0F: 3 clusters Score -5644021 nChanged 42391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -5668565.500000 Penalty: 3704.589600
	Iteration 1F: 3 clusters Score -5668566 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -5669464.500000 Penalty: 3704.589600
	Iteration 2Q: 3 clusters Score -5669464 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -5670653.000000 Penalty: 3704.589600
	Iteration 3Q: 3 clusters Score -5670653 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -5672289.500000 Penalty: 3704.589600
	Iteration 4Q: 3 clusters Score -5672290 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54609 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -5674680.500000 Penalty: 3704.589600
	Iteration 5F: 3 clusters Score -5674680 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -5678006.500000 Penalty: 3704.589600
	Iteration 6F: 3 clusters Score -5678006 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62743 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -5682340.500000 Penalty: 3704.589600
	Iteration 7F: 3 clusters Score -5682340 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66695 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -5686655.000000 Penalty: 3704.589600
	Iteration 8F: 3 clusters Score -5686655 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69867 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -5690055.500000 Penalty: 3704.589600
	Iteration 9F: 3 clusters Score -5690056 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72324 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -5692054.500000 Penalty: 3704.589600
	Iteration 10Q: 3 clusters Score -5692054 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74409 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -5693396.500000 Penalty: 3704.589600
	Iteration 11Q: 3 clusters Score -5693396 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76349 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -5694519.500000 Penalty: 3704.589600
	Iteration 12Q: 3 clusters Score -5694520 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78165 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -5695554.500000 Penalty: 3704.589600
	Iteration 13Q: 3 clusters Score -5695554 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79793 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -5696517.000000 Penalty: 3704.589600
	Iteration 14Q: 3 clusters Score -5696517 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -5697348.000000 Penalty: 3704.589600
	Iteration 15Q: 3 clusters Score -5697348 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82618 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -5698218.500000 Penalty: 3704.589600
	Iteration 16Q: 3 clusters Score -5698218 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83780 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -5698916.500000 Penalty: 3704.589600
	Iteration 17Q: 3 clusters Score -5698916 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84782 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -5699590.000000 Penalty: 3704.589600
	Iteration 18Q: 3 clusters Score -5699590 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85649 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -5700147.000000 Penalty: 3704.589600
	Iteration 19Q: 3 clusters Score -5700147 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86379 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -5700653.000000 Penalty: 3704.589600
	Iteration 20F: 3 clusters Score -5700653 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86953 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5701101.000000 Penalty: 3704.589600
	Iteration 21Q: 3 clusters Score -5701101 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87372 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5701407.000000 Penalty: 3704.589600
	Iteration 22Q: 3 clusters Score -5701407 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87650 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5701606.500000 Penalty: 3704.589600
	Iteration 23Q: 3 clusters Score -5701606 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87852 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5701753.500000 Penalty: 3704.589600
	Iteration 24Q: 3 clusters Score -5701754 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88001 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5701860.000000 Penalty: 3704.589600
	Iteration 25Q: 3 clusters Score -5701860 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88109 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5701943.500000 Penalty: 3704.589600
	Iteration 26Q: 3 clusters Score -5701944 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88180 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5701987.000000 Penalty: 3704.589600
	Iteration 27Q: 3 clusters Score -5701987 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88230 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5702004.500000 Penalty: 3704.589600
	Iteration 28Q: 3 clusters Score -5702004 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88267 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5702025.500000 Penalty: 3704.589600
	Iteration 29Q: 3 clusters Score -5702026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88294 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5702045.500000 Penalty: 3704.589600
	Iteration 30Q: 3 clusters Score -5702046 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88322 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5702056.500000 Penalty: 3704.589600
	Iteration 31Q: 3 clusters Score -5702056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88344 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5702083.500000 Penalty: 3704.589600
	Iteration 32Q: 3 clusters Score -5702084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88352 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5702086.000000 Penalty: 3704.589600
	Iteration 33Q: 3 clusters Score -5702086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88364 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5702086.000000 Penalty: 3704.589600
	Iteration 34Q: 3 clusters Score -5702086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88377 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5702085.000000 Penalty: 3704.589600
	Iteration 35Q: 3 clusters Score -5702085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88387 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5702095.000000 Penalty: 3704.589600
	Iteration 36Q: 3 clusters Score -5702095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88393 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5702091.000000 Penalty: 3704.589600
	Iteration 37Q: 3 clusters Score -5702091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88399 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5702092.000000 Penalty: 3704.589600
	Iteration 38Q: 3 clusters Score -5702092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88401 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5702094.500000 Penalty: 3704.589600
	Iteration 39Q: 3 clusters Score -5702094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88403 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5702098.000000 Penalty: 3704.589600
	Iteration 40F: 3 clusters Score -5702098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88406 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5702100.500000 Penalty: 3704.589600
	Iteration 41Q: 3 clusters Score -5702100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88407 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5702101.000000 Penalty: 3704.589600
	Iteration 42Q: 3 clusters Score -5702101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88411 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5702099.000000 Penalty: 3704.589600
	Iteration 43Q: 3 clusters Score -5702099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88414 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5702095.000000 Penalty: 3704.589600
	Iteration 44Q: 3 clusters Score -5702095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88416 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5702102.500000 Penalty: 3704.589600
	Iteration 45Q: 3 clusters Score -5702102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88420 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5702099.500000 Penalty: 3704.589600
	Iteration 46Q: 3 clusters Score -5702100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88426 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5702104.500000 Penalty: 3704.589600
	Iteration 47Q: 3 clusters Score -5702104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88427 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5702108.000000 Penalty: 3704.589600
	Iteration 48Q: 3 clusters Score -5702108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88429 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5702107.000000 Penalty: 3704.589600
	Iteration 49Q: 3 clusters Score -5702107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88431 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5702107.000000 Penalty: 3704.589600
	Iteration 50Q: 3 clusters Score -5702107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88432 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5702099.000000 Penalty: 3704.589600
	Iteration 51Q: 3 clusters Score -5702099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88434 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5702105.000000 Penalty: 3704.589600
	Iteration 52Q: 3 clusters Score -5702105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88436 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5702110.000000 Penalty: 3704.589600
	Iteration 53Q: 3 clusters Score -5702110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88442 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5702116.000000 Penalty: 3704.589600
	Iteration 54Q: 3 clusters Score -5702116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88444 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5702114.500000 Penalty: 3704.589600
	Iteration 55Q: 3 clusters Score -5702114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88446 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5702115.500000 Penalty: 3704.589600
	Iteration 56Q: 3 clusters Score -5702116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88449 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5702111.500000 Penalty: 3704.589600
	Iteration 57Q: 3 clusters Score -5702112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88450 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5702115.000000 Penalty: 3704.589600
	Iteration 58Q: 3 clusters Score -5702115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88451 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5702114.000000 Penalty: 3704.589600
	Iteration 59Q: 3 clusters Score -5702114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88451 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5702114.000000 Penalty: 3704.589600
	Iteration 60F: 3 clusters Score -5702114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Entering Unmasked Estep 
Score: -375182.000000 Penalty: 1418.973267
	Iteration 0F: 2 clusters Score -375182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -370448.531250 Penalty: 2837.946533
	Iteration 0F: 3 clusters Score -370448.5 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -371906.500000 Penalty: 2837.946533
	Iteration 1F: 3 clusters Score -371906.5 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -372233.718750 Penalty: 2837.946533
	Iteration 2F: 3 clusters Score -372233.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -372520.843750 Penalty: 2837.946533
	Iteration 3F: 3 clusters Score -372520.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -372803.093750 Penalty: 2837.946533
	Iteration 4F: 3 clusters Score -372803.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -373098.843750 Penalty: 2837.946533
	Iteration 5F: 3 clusters Score -373098.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -373369.468750 Penalty: 2837.946533
	Iteration 6F: 3 clusters Score -373369.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -373615.281250 Penalty: 2837.946533
	Iteration 7F: 3 clusters Score -373615.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -373816.687500 Penalty: 2837.946533
	Iteration 8Q: 3 clusters Score -373816.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -373961.906250 Penalty: 2837.946533
	Iteration 9Q: 3 clusters Score -373961.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -374083.250000 Penalty: 2837.946533
	Iteration 10Q: 3 clusters Score -374083.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -374164.125000 Penalty: 2837.946533
	Iteration 11Q: 3 clusters Score -374164.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -374204.625000 Penalty: 2837.946533
	Iteration 12Q: 3 clusters Score -374204.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -374235.593750 Penalty: 2837.946533
	Iteration 13Q: 3 clusters Score -374235.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -374261.125000 Penalty: 2837.946533
	Iteration 14Q: 3 clusters Score -374261.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -374280.718750 Penalty: 2837.946533
	Iteration 15Q: 3 clusters Score -374280.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -374290.937500 Penalty: 2837.946533
	Iteration 16Q: 3 clusters Score -374290.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -374300.312500 Penalty: 2837.946533
	Iteration 17Q: 3 clusters Score -374300.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -374310.937500 Penalty: 2837.946533
	Iteration 18Q: 3 clusters Score -374310.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -374320.843750 Penalty: 2837.946533
	Iteration 19Q: 3 clusters Score -374320.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -374327.968750 Penalty: 2837.946533
	Iteration 20F: 3 clusters Score -374328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -374335.593750 Penalty: 2837.946533
	Iteration 21Q: 3 clusters Score -374335.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -374343.375000 Penalty: 2837.946533
	Iteration 22Q: 3 clusters Score -374343.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -374351.562500 Penalty: 2837.946533
	Iteration 23Q: 3 clusters Score -374351.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -374360.718750 Penalty: 2837.946533
	Iteration 24Q: 3 clusters Score -374360.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -374366.312500 Penalty: 2837.946533
	Iteration 25Q: 3 clusters Score -374366.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -374372.093750 Penalty: 2837.946533
	Iteration 26Q: 3 clusters Score -374372.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -374378.687500 Penalty: 2837.946533
	Iteration 27Q: 3 clusters Score -374378.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -374388.281250 Penalty: 2837.946533
	Iteration 28Q: 3 clusters Score -374388.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -374394.468750 Penalty: 2837.946533
	Iteration 29Q: 3 clusters Score -374394.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -374398.593750 Penalty: 2837.946533
	Iteration 30Q: 3 clusters Score -374398.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -374405.968750 Penalty: 2837.946533
	Iteration 31Q: 3 clusters Score -374406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -374412.500000 Penalty: 2837.946533
	Iteration 32Q: 3 clusters Score -374412.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -374417.531250 Penalty: 2837.946533
	Iteration 33Q: 3 clusters Score -374417.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -374425.343750 Penalty: 2837.946533
	Iteration 34Q: 3 clusters Score -374425.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -374430.750000 Penalty: 2837.946533
	Iteration 35Q: 3 clusters Score -374430.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -374432.312500 Penalty: 2837.946533
	Iteration 36Q: 3 clusters Score -374432.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -374435.093750 Penalty: 2837.946533
	Iteration 37Q: 3 clusters Score -374435.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -374436.437500 Penalty: 2837.946533
	Iteration 38Q: 3 clusters Score -374436.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -374437.031250 Penalty: 2837.946533
	Iteration 39Q: 3 clusters Score -374437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -374438.000000 Penalty: 2837.946533
	Iteration 40F: 3 clusters Score -374438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Entering Unmasked Estep 
Score: -219951.156250 Penalty: 1361.749756
	Iteration 0F: 2 clusters Score -219951.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -216454.906250 Penalty: 2723.499512
	Iteration 0F: 3 clusters Score -216454.9 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -217519.937500 Penalty: 2723.499512
	Iteration 1F: 3 clusters Score -217519.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -217775.296875 Penalty: 2723.499512
	Iteration 2F: 3 clusters Score -217775.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -217966.140625 Penalty: 2723.499512
	Iteration 3F: 3 clusters Score -217966.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -218136.500000 Penalty: 2723.499512
	Iteration 4F: 3 clusters Score -218136.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -218281.953125 Penalty: 2723.499512
	Iteration 5Q: 3 clusters Score -218282 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -218407.437500 Penalty: 2723.499512
	Iteration 6Q: 3 clusters Score -218407.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -218494.609375 Penalty: 2723.499512
	Iteration 7Q: 3 clusters Score -218494.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -218562.781250 Penalty: 2723.499512
	Iteration 8Q: 3 clusters Score -218562.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -218628.250000 Penalty: 2723.499512
	Iteration 9Q: 3 clusters Score -218628.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -218674.656250 Penalty: 2723.499512
	Iteration 10Q: 3 clusters Score -218674.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -218716.656250 Penalty: 2723.499512
	Iteration 11Q: 3 clusters Score -218716.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -218756.015625 Penalty: 2723.499512
	Iteration 12Q: 3 clusters Score -218756 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -218793.375000 Penalty: 2723.499512
	Iteration 13Q: 3 clusters Score -218793.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -218823.687500 Penalty: 2723.499512
	Iteration 14Q: 3 clusters Score -218823.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -218846.468750 Penalty: 2723.499512
	Iteration 15Q: 3 clusters Score -218846.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -218860.750000 Penalty: 2723.499512
	Iteration 16Q: 3 clusters Score -218860.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -218871.593750 Penalty: 2723.499512
	Iteration 17Q: 3 clusters Score -218871.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -218881.562500 Penalty: 2723.499512
	Iteration 18Q: 3 clusters Score -218881.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -218888.328125 Penalty: 2723.499512
	Iteration 19Q: 3 clusters Score -218888.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -218894.156250 Penalty: 2723.499512
	Iteration 20F: 3 clusters Score -218894.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -218899.015625 Penalty: 2723.499512
	Iteration 21Q: 3 clusters Score -218899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -218902.890625 Penalty: 2723.499512
	Iteration 22Q: 3 clusters Score -218902.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -218908.109375 Penalty: 2723.499512
	Iteration 23Q: 3 clusters Score -218908.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -218913.625000 Penalty: 2723.499512
	Iteration 24Q: 3 clusters Score -218913.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -218920.203125 Penalty: 2723.499512
	Iteration 25Q: 3 clusters Score -218920.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -218928.687500 Penalty: 2723.499512
	Iteration 26Q: 3 clusters Score -218928.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -218938.109375 Penalty: 2723.499512
	Iteration 27Q: 3 clusters Score -218938.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -218946.328125 Penalty: 2723.499512
	Iteration 28Q: 3 clusters Score -218946.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -218956.343750 Penalty: 2723.499512
	Iteration 29Q: 3 clusters Score -218956.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -218962.906250 Penalty: 2723.499512
	Iteration 30Q: 3 clusters Score -218962.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -218970.968750 Penalty: 2723.499512
	Iteration 31Q: 3 clusters Score -218971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -218974.859375 Penalty: 2723.499512
	Iteration 32Q: 3 clusters Score -218974.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -218978.171875 Penalty: 2723.499512
	Iteration 33Q: 3 clusters Score -218978.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -218979.484375 Penalty: 2723.499512
	Iteration 34Q: 3 clusters Score -218979.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -218981.468750 Penalty: 2723.499512
	Iteration 35Q: 3 clusters Score -218981.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -218982.906250 Penalty: 2723.499512
	Iteration 36Q: 3 clusters Score -218982.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -218986.140625 Penalty: 2723.499512
	Iteration 37Q: 3 clusters Score -218986.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -218988.156250 Penalty: 2723.499512
	Iteration 38Q: 3 clusters Score -218988.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -218990.109375 Penalty: 2723.499512
	Iteration 39Q: 3 clusters Score -218990.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -218991.250000 Penalty: 2723.499512
	Iteration 40F: 3 clusters Score -218991.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -218991.468750 Penalty: 2723.499512
	Iteration 41Q: 3 clusters Score -218991.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -218991.468750 Penalty: 2723.499512
	Iteration 42F: 3 clusters Score -218991.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Entering Unmasked Estep 
Score: -1122970.000000 Penalty: 1592.258911
	Iteration 0F: 2 clusters Score -1122970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1110697.875000 Penalty: 3184.517822
	Iteration 0F: 3 clusters Score -1110698 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1114965.500000 Penalty: 3184.517822
	Iteration 1F: 3 clusters Score -1114966 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1115320.250000 Penalty: 3184.517822
	Iteration 2F: 3 clusters Score -1115320 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1115745.125000 Penalty: 3184.517822
	Iteration 3F: 3 clusters Score -1115745 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1116306.625000 Penalty: 3184.517822
	Iteration 4F: 3 clusters Score -1116307 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1117113.625000 Penalty: 3184.517822
	Iteration 5F: 3 clusters Score -1117114 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1118145.375000 Penalty: 3184.517822
	Iteration 6F: 3 clusters Score -1118145 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1119307.125000 Penalty: 3184.517822
	Iteration 7F: 3 clusters Score -1119307 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1120275.750000 Penalty: 3184.517822
	Iteration 8F: 3 clusters Score -1120276 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1120876.875000 Penalty: 3184.517822
	Iteration 9Q: 3 clusters Score -1120877 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1121224.625000 Penalty: 3184.517822
	Iteration 10Q: 3 clusters Score -1121225 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1121409.750000 Penalty: 3184.517822
	Iteration 11Q: 3 clusters Score -1121410 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1121483.000000 Penalty: 3184.517822
	Iteration 12Q: 3 clusters Score -1121483 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1121531.750000 Penalty: 3184.517822
	Iteration 13Q: 3 clusters Score -1121532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1121547.625000 Penalty: 3184.517822
	Iteration 14Q: 3 clusters Score -1121548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1121560.500000 Penalty: 3184.517822
	Iteration 15Q: 3 clusters Score -1121560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1121566.125000 Penalty: 3184.517822
	Iteration 16Q: 3 clusters Score -1121566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1121571.125000 Penalty: 3184.517822
	Iteration 17Q: 3 clusters Score -1121571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1121576.250000 Penalty: 3184.517822
	Iteration 18Q: 3 clusters Score -1121576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1121579.500000 Penalty: 3184.517822
	Iteration 19Q: 3 clusters Score -1121580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1121583.500000 Penalty: 3184.517822
	Iteration 20F: 3 clusters Score -1121584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1121582.625000 Penalty: 3184.517822
	Iteration 21Q: 3 clusters Score -1121583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1121583.500000 Penalty: 3184.517822
	Iteration 22Q: 3 clusters Score -1121584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1121586.125000 Penalty: 3184.517822
	Iteration 23Q: 3 clusters Score -1121586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1121587.625000 Penalty: 3184.517822
	Iteration 24Q: 3 clusters Score -1121588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1121587.625000 Penalty: 3184.517822
	Iteration 25F: 3 clusters Score -1121588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (57795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57795 members 
Entering Unmasked Estep 
Score: -3538300.500000 Penalty: 1781.756836
	Iteration 0F: 2 clusters Score -3538300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -3499856.750000 Penalty: 3563.513672
	Iteration 0F: 3 clusters Score -3499857 nChanged 27109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -3514933.750000 Penalty: 3563.513672
	Iteration 1F: 3 clusters Score -3514934 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -3515435.000000 Penalty: 3563.513672
	Iteration 2Q: 3 clusters Score -3515435 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -3515977.000000 Penalty: 3563.513672
	Iteration 3Q: 3 clusters Score -3515977 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -3516586.250000 Penalty: 3563.513672
	Iteration 4Q: 3 clusters Score -3516586 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -3517234.750000 Penalty: 3563.513672
	Iteration 5Q: 3 clusters Score -3517235 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -3517959.250000 Penalty: 3563.513672
	Iteration 6Q: 3 clusters Score -3517959 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -3518860.250000 Penalty: 3563.513672
	Iteration 7Q: 3 clusters Score -3518860 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3520039.000000 Penalty: 3563.513672
	Iteration 8Q: 3 clusters Score -3520039 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -3521769.000000 Penalty: 3563.513672
	Iteration 9Q: 3 clusters Score -3521769 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -3524089.500000 Penalty: 3563.513672
	Iteration 10F: 3 clusters Score -3524090 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -3526219.500000 Penalty: 3563.513672
	Iteration 11F: 3 clusters Score -3526220 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3527593.000000 Penalty: 3563.513672
	Iteration 12Q: 3 clusters Score -3527593 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -3528224.500000 Penalty: 3563.513672
	Iteration 13Q: 3 clusters Score -3528224 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -3528530.000000 Penalty: 3563.513672
	Iteration 14Q: 3 clusters Score -3528530 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -3528758.750000 Penalty: 3563.513672
	Iteration 15Q: 3 clusters Score -3528759 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -3529002.750000 Penalty: 3563.513672
	Iteration 16Q: 3 clusters Score -3529003 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -3529187.250000 Penalty: 3563.513672
	Iteration 17Q: 3 clusters Score -3529187 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -3529385.250000 Penalty: 3563.513672
	Iteration 18Q: 3 clusters Score -3529385 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -3529581.500000 Penalty: 3563.513672
	Iteration 19Q: 3 clusters Score -3529582 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -3529797.250000 Penalty: 3563.513672
	Iteration 20F: 3 clusters Score -3529797 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -3530005.250000 Penalty: 3563.513672
	Iteration 21Q: 3 clusters Score -3530005 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -3530237.500000 Penalty: 3563.513672
	Iteration 22Q: 3 clusters Score -3530238 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -3530517.250000 Penalty: 3563.513672
	Iteration 23Q: 3 clusters Score -3530517 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3530825.750000 Penalty: 3563.513672
	Iteration 24Q: 3 clusters Score -3530826 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3531145.750000 Penalty: 3563.513672
	Iteration 25Q: 3 clusters Score -3531146 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -3531523.500000 Penalty: 3563.513672
	Iteration 26Q: 3 clusters Score -3531524 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -3531875.500000 Penalty: 3563.513672
	Iteration 27Q: 3 clusters Score -3531876 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46556 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -3532214.250000 Penalty: 3563.513672
	Iteration 28Q: 3 clusters Score -3532214 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -3532548.250000 Penalty: 3563.513672
	Iteration 29Q: 3 clusters Score -3532548 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -3532856.000000 Penalty: 3563.513672
	Iteration 30Q: 3 clusters Score -3532856 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -3533196.250000 Penalty: 3563.513672
	Iteration 31Q: 3 clusters Score -3533196 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -3533552.500000 Penalty: 3563.513672
	Iteration 32Q: 3 clusters Score -3533552 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -3533896.250000 Penalty: 3563.513672
	Iteration 33Q: 3 clusters Score -3533896 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -3534210.000000 Penalty: 3563.513672
	Iteration 34Q: 3 clusters Score -3534210 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51958 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -3534499.250000 Penalty: 3563.513672
	Iteration 35Q: 3 clusters Score -3534499 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -3534842.750000 Penalty: 3563.513672
	Iteration 36Q: 3 clusters Score -3534843 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -3535205.750000 Penalty: 3563.513672
	Iteration 37Q: 3 clusters Score -3535206 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54000 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -3535557.500000 Penalty: 3563.513672
	Iteration 38Q: 3 clusters Score -3535558 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54563 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3535886.750000 Penalty: 3563.513672
	Iteration 39Q: 3 clusters Score -3535887 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55047 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3536200.000000 Penalty: 3563.513672
	Iteration 40F: 3 clusters Score -3536200 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3536442.250000 Penalty: 3563.513672
	Iteration 41Q: 3 clusters Score -3536442 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55734 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3536627.000000 Penalty: 3563.513672
	Iteration 42Q: 3 clusters Score -3536627 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55966 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3536780.750000 Penalty: 3563.513672
	Iteration 43Q: 3 clusters Score -3536781 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56154 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3536903.500000 Penalty: 3563.513672
	Iteration 44Q: 3 clusters Score -3536904 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56302 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3536999.500000 Penalty: 3563.513672
	Iteration 45Q: 3 clusters Score -3537000 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56411 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3537084.250000 Penalty: 3563.513672
	Iteration 46Q: 3 clusters Score -3537084 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56485 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3537126.500000 Penalty: 3563.513672
	Iteration 47Q: 3 clusters Score -3537126 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56544 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3537166.000000 Penalty: 3563.513672
	Iteration 48Q: 3 clusters Score -3537166 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3537188.750000 Penalty: 3563.513672
	Iteration 49Q: 3 clusters Score -3537189 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56622 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3537192.500000 Penalty: 3563.513672
	Iteration 50Q: 3 clusters Score -3537192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56650 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3537202.750000 Penalty: 3563.513672
	Iteration 51Q: 3 clusters Score -3537203 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56676 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3537223.750000 Penalty: 3563.513672
	Iteration 52Q: 3 clusters Score -3537224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56697 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3537226.750000 Penalty: 3563.513672
	Iteration 53Q: 3 clusters Score -3537227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56717 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3537231.750000 Penalty: 3563.513672
	Iteration 54Q: 3 clusters Score -3537232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56724 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3537237.250000 Penalty: 3563.513672
	Iteration 55Q: 3 clusters Score -3537237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56726 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3537237.750000 Penalty: 3563.513672
	Iteration 56Q: 3 clusters Score -3537238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56731 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3537241.750000 Penalty: 3563.513672
	Iteration 57Q: 3 clusters Score -3537242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3537244.500000 Penalty: 3563.513672
	Iteration 58Q: 3 clusters Score -3537244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56733 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3537246.250000 Penalty: 3563.513672
	Iteration 59Q: 3 clusters Score -3537246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56733 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3537246.250000 Penalty: 3563.513672
	Iteration 60F: 3 clusters Score -3537246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 2806 members 
Mstep: Class 4 contains 14835 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5363 members 
Mstep: Class 7 contains 5349 members 
Mstep: Class 8 contains 9311 members 
Mstep: Class 9 contains 11442 members 
Mstep: Class 10 contains 4468 members 
Mstep: Class 11 contains 2436 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 5036 members 
Mstep: Class 14 contains 3720 members 
Mstep: Class 15 contains 85964 members 
Mstep: Class 16 contains 6414 members 
Mstep: Class 17 contains 12069 members 
Mstep: Class 18 contains 4117 members 
Mstep: Class 19 contains 89209 members 
Mstep: Class 20 contains 6199 members 
Mstep: Class 21 contains 4359 members 
Mstep: Class 22 contains 18007 members 
Mstep: Class 24 contains 57795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341308.000000 Penalty: 47814.824219
Iteration 159Q: 24 clusters Score -2.134131e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 3 contains 2806 members 
Mstep: Class 4 contains 14837 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5363 members 
Mstep: Class 7 contains 5348 members 
Mstep: Class 8 contains 9333 members 
Mstep: Class 9 contains 11445 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 2441 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 3720 members 
Mstep: Class 15 contains 85969 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 12078 members 
Mstep: Class 18 contains 4114 members 
Mstep: Class 19 contains 89200 members 
Mstep: Class 20 contains 6201 members 
Mstep: Class 21 contains 4367 members 
Mstep: Class 22 contains 17994 members 
Mstep: Class 24 contains 57764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341322.000000 Penalty: 47814.824219
Iteration 160F: 24 clusters Score -2.134132e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 2806 members 
Mstep: Class 4 contains 14840 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5363 members 
Mstep: Class 7 contains 5348 members 
Mstep: Class 8 contains 9353 members 
Mstep: Class 9 contains 11446 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 2443 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 5033 members 
Mstep: Class 14 contains 3719 members 
Mstep: Class 15 contains 85978 members 
Mstep: Class 16 contains 6415 members 
Mstep: Class 17 contains 12081 members 
Mstep: Class 18 contains 4115 members 
Mstep: Class 19 contains 89198 members 
Mstep: Class 20 contains 6204 members 
Mstep: Class 21 contains 4372 members 
Mstep: Class 22 contains 17979 members 
Mstep: Class 24 contains 57737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341340.000000 Penalty: 47814.824219
Iteration 161Q: 24 clusters Score -2.134134e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 2806 members 
Mstep: Class 4 contains 14840 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5364 members 
Mstep: Class 7 contains 5348 members 
Mstep: Class 8 contains 9362 members 
Mstep: Class 9 contains 11446 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 2443 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 3716 members 
Mstep: Class 15 contains 85986 members 
Mstep: Class 16 contains 6416 members 
Mstep: Class 17 contains 12088 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 89196 members 
Mstep: Class 20 contains 6206 members 
Mstep: Class 21 contains 4376 members 
Mstep: Class 22 contains 17975 members 
Mstep: Class 24 contains 57715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341364.000000 Penalty: 47814.824219
Iteration 162Q: 24 clusters Score -2.134136e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 2806 members 
Mstep: Class 4 contains 14840 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5365 members 
Mstep: Class 7 contains 5347 members 
Mstep: Class 8 contains 9378 members 
Mstep: Class 9 contains 11447 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 2446 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 3714 members 
Mstep: Class 15 contains 85987 members 
Mstep: Class 16 contains 6415 members 
Mstep: Class 17 contains 12095 members 
Mstep: Class 18 contains 4115 members 
Mstep: Class 19 contains 89196 members 
Mstep: Class 20 contains 6209 members 
Mstep: Class 21 contains 4379 members 
Mstep: Class 22 contains 17974 members 
Mstep: Class 24 contains 57684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341382.000000 Penalty: 47814.824219
Iteration 163Q: 24 clusters Score -2.134138e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 2806 members 
Mstep: Class 4 contains 14842 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5348 members 
Mstep: Class 8 contains 9385 members 
Mstep: Class 9 contains 11446 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 2449 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 5030 members 
Mstep: Class 14 contains 3714 members 
Mstep: Class 15 contains 85997 members 
Mstep: Class 16 contains 6416 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 4114 members 
Mstep: Class 19 contains 89187 members 
Mstep: Class 20 contains 6210 members 
Mstep: Class 21 contains 4383 members 
Mstep: Class 22 contains 17970 members 
Mstep: Class 24 contains 57659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341392.000000 Penalty: 47814.824219
Iteration 164Q: 24 clusters Score -2.134139e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 14843 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5350 members 
Mstep: Class 8 contains 9382 members 
Mstep: Class 9 contains 11449 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 5029 members 
Mstep: Class 14 contains 3714 members 
Mstep: Class 15 contains 86016 members 
Mstep: Class 16 contains 6416 members 
Mstep: Class 17 contains 12119 members 
Mstep: Class 18 contains 4115 members 
Mstep: Class 19 contains 89174 members 
Mstep: Class 20 contains 6215 members 
Mstep: Class 21 contains 4386 members 
Mstep: Class 22 contains 17967 members 
Mstep: Class 24 contains 57629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341408.000000 Penalty: 47814.824219
Iteration 165Q: 24 clusters Score -2.134141e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 14843 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5350 members 
Mstep: Class 8 contains 9389 members 
Mstep: Class 9 contains 11453 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 5029 members 
Mstep: Class 14 contains 3712 members 
Mstep: Class 15 contains 86035 members 
Mstep: Class 16 contains 6416 members 
Mstep: Class 17 contains 12128 members 
Mstep: Class 18 contains 4115 members 
Mstep: Class 19 contains 89156 members 
Mstep: Class 20 contains 6222 members 
Mstep: Class 21 contains 4389 members 
Mstep: Class 22 contains 17962 members 
Mstep: Class 24 contains 57599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341428.000000 Penalty: 47814.824219
Iteration 166Q: 24 clusters Score -2.134143e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 14843 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5350 members 
Mstep: Class 8 contains 9409 members 
Mstep: Class 9 contains 11455 members 
Mstep: Class 10 contains 4461 members 
Mstep: Class 11 contains 2465 members 
Mstep: Class 12 contains 1204 members 
Mstep: Class 13 contains 5029 members 
Mstep: Class 14 contains 3711 members 
Mstep: Class 15 contains 86052 members 
Mstep: Class 16 contains 6418 members 
Mstep: Class 17 contains 12136 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 89142 members 
Mstep: Class 20 contains 6224 members 
Mstep: Class 21 contains 4390 members 
Mstep: Class 22 contains 17952 members 
Mstep: Class 24 contains 57569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341416.000000 Penalty: 47814.824219
Iteration 167Q: 24 clusters Score -2.134142e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 14841 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5350 members 
Mstep: Class 8 contains 9430 members 
Mstep: Class 9 contains 11459 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5030 members 
Mstep: Class 14 contains 3709 members 
Mstep: Class 15 contains 86063 members 
Mstep: Class 16 contains 6419 members 
Mstep: Class 17 contains 12138 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89139 members 
Mstep: Class 20 contains 6223 members 
Mstep: Class 21 contains 4391 members 
Mstep: Class 22 contains 17947 members 
Mstep: Class 24 contains 57533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341442.000000 Penalty: 47814.824219
Iteration 168Q: 24 clusters Score -2.134144e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 3 contains 2798 members 
Mstep: Class 4 contains 14841 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5349 members 
Mstep: Class 8 contains 9446 members 
Mstep: Class 9 contains 11462 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 2475 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5030 members 
Mstep: Class 14 contains 3709 members 
Mstep: Class 15 contains 86086 members 
Mstep: Class 16 contains 6419 members 
Mstep: Class 17 contains 12139 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89129 members 
Mstep: Class 20 contains 6224 members 
Mstep: Class 21 contains 4392 members 
Mstep: Class 22 contains 17948 members 
Mstep: Class 24 contains 57499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341462.000000 Penalty: 47814.824219
Iteration 169Q: 24 clusters Score -2.134146e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 14842 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5347 members 
Mstep: Class 8 contains 9461 members 
Mstep: Class 9 contains 11461 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 2478 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5029 members 
Mstep: Class 14 contains 3708 members 
Mstep: Class 15 contains 86098 members 
Mstep: Class 16 contains 6419 members 
Mstep: Class 17 contains 12141 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89122 members 
Mstep: Class 20 contains 6225 members 
Mstep: Class 21 contains 4391 members 
Mstep: Class 22 contains 17946 members 
Mstep: Class 24 contains 57483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341436.000000 Penalty: 47814.824219
Iteration 170Q: 24 clusters Score -2.134144e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 14842 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5347 members 
Mstep: Class 8 contains 9477 members 
Mstep: Class 9 contains 11466 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 2479 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5028 members 
Mstep: Class 14 contains 3708 members 
Mstep: Class 15 contains 86105 members 
Mstep: Class 16 contains 6419 members 
Mstep: Class 17 contains 12138 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89112 members 
Mstep: Class 20 contains 6225 members 
Mstep: Class 21 contains 4391 members 
Mstep: Class 22 contains 17948 members 
Mstep: Class 24 contains 57466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341434.000000 Penalty: 47814.824219
Iteration 171Q: 24 clusters Score -2.134143e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 14841 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5347 members 
Mstep: Class 8 contains 9490 members 
Mstep: Class 9 contains 11469 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 2479 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5026 members 
Mstep: Class 14 contains 3708 members 
Mstep: Class 15 contains 86117 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 12139 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89103 members 
Mstep: Class 20 contains 6225 members 
Mstep: Class 21 contains 4393 members 
Mstep: Class 22 contains 17952 members 
Mstep: Class 24 contains 57440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341436.000000 Penalty: 47814.824219
Iteration 172Q: 24 clusters Score -2.134144e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 14841 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5347 members 
Mstep: Class 8 contains 9506 members 
Mstep: Class 9 contains 11470 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 2479 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5025 members 
Mstep: Class 14 contains 3706 members 
Mstep: Class 15 contains 86128 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 12139 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89104 members 
Mstep: Class 20 contains 6225 members 
Mstep: Class 21 contains 4394 members 
Mstep: Class 22 contains 17949 members 
Mstep: Class 24 contains 57418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341460.000000 Penalty: 47814.824219
Iteration 173Q: 24 clusters Score -2.134146e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 3 contains 2794 members 
Mstep: Class 4 contains 14841 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5348 members 
Mstep: Class 8 contains 9513 members 
Mstep: Class 9 contains 11468 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 2479 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5024 members 
Mstep: Class 14 contains 3705 members 
Mstep: Class 15 contains 86130 members 
Mstep: Class 16 contains 6422 members 
Mstep: Class 17 contains 12138 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89108 members 
Mstep: Class 20 contains 6226 members 
Mstep: Class 21 contains 4395 members 
Mstep: Class 22 contains 17948 members 
Mstep: Class 24 contains 57406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341456.000000 Penalty: 47814.824219
Iteration 174Q: 24 clusters Score -2.134146e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 3 contains 2793 members 
Mstep: Class 4 contains 14841 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5347 members 
Mstep: Class 8 contains 9520 members 
Mstep: Class 9 contains 11466 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 2479 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5024 members 
Mstep: Class 14 contains 3704 members 
Mstep: Class 15 contains 86134 members 
Mstep: Class 16 contains 6422 members 
Mstep: Class 17 contains 12140 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89107 members 
Mstep: Class 20 contains 6226 members 
Mstep: Class 21 contains 4396 members 
Mstep: Class 22 contains 17943 members 
Mstep: Class 24 contains 57402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341444.000000 Penalty: 47814.824219
Iteration 175Q: 24 clusters Score -2.134144e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 14842 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5346 members 
Mstep: Class 8 contains 9530 members 
Mstep: Class 9 contains 11466 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 2479 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 3704 members 
Mstep: Class 15 contains 86135 members 
Mstep: Class 16 contains 6422 members 
Mstep: Class 17 contains 12143 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89103 members 
Mstep: Class 20 contains 6227 members 
Mstep: Class 21 contains 4395 members 
Mstep: Class 22 contains 17942 members 
Mstep: Class 24 contains 57398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341474.000000 Penalty: 47814.824219
Iteration 176Q: 24 clusters Score -2.134147e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 3 contains 2786 members 
Mstep: Class 4 contains 14841 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5345 members 
Mstep: Class 8 contains 9537 members 
Mstep: Class 9 contains 11465 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 2479 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 3704 members 
Mstep: Class 15 contains 86136 members 
Mstep: Class 16 contains 6422 members 
Mstep: Class 17 contains 12148 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89104 members 
Mstep: Class 20 contains 6228 members 
Mstep: Class 21 contains 4395 members 
Mstep: Class 22 contains 17944 members 
Mstep: Class 24 contains 57390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341478.000000 Penalty: 47814.824219
Iteration 177Q: 24 clusters Score -2.134148e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 3 contains 2784 members 
Mstep: Class 4 contains 14841 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5345 members 
Mstep: Class 8 contains 9548 members 
Mstep: Class 9 contains 11464 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 2479 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5021 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 86141 members 
Mstep: Class 16 contains 6423 members 
Mstep: Class 17 contains 12150 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89096 members 
Mstep: Class 20 contains 6229 members 
Mstep: Class 21 contains 4395 members 
Mstep: Class 22 contains 17944 members 
Mstep: Class 24 contains 57381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341494.000000 Penalty: 47814.824219
Iteration 178Q: 24 clusters Score -2.134149e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 2782 members 
Mstep: Class 4 contains 14841 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5344 members 
Mstep: Class 8 contains 9559 members 
Mstep: Class 9 contains 11464 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 2479 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 86139 members 
Mstep: Class 16 contains 6423 members 
Mstep: Class 17 contains 12152 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89096 members 
Mstep: Class 20 contains 6231 members 
Mstep: Class 21 contains 4395 members 
Mstep: Class 22 contains 17941 members 
Mstep: Class 24 contains 57373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341492.000000 Penalty: 47814.824219
Iteration 179Q: 24 clusters Score -2.134149e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 2780 members 
Mstep: Class 4 contains 14841 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5343 members 
Mstep: Class 8 contains 9570 members 
Mstep: Class 9 contains 11464 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 2479 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 3700 members 
Mstep: Class 15 contains 86138 members 
Mstep: Class 16 contains 6423 members 
Mstep: Class 17 contains 12157 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89096 members 
Mstep: Class 20 contains 6232 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 17940 members 
Mstep: Class 24 contains 57360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341504.000000 Penalty: 47814.824219
Iteration 180F: 24 clusters Score -2.13415e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 2778 members 
Mstep: Class 4 contains 14841 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5344 members 
Mstep: Class 8 contains 9587 members 
Mstep: Class 9 contains 11463 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 2479 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 3699 members 
Mstep: Class 15 contains 86137 members 
Mstep: Class 16 contains 6423 members 
Mstep: Class 17 contains 12161 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89092 members 
Mstep: Class 20 contains 6231 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 17937 members 
Mstep: Class 24 contains 57347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341524.000000 Penalty: 47814.824219
Iteration 181Q: 24 clusters Score -2.134152e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 2776 members 
Mstep: Class 4 contains 14842 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5344 members 
Mstep: Class 8 contains 9606 members 
Mstep: Class 9 contains 11464 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 2479 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 86140 members 
Mstep: Class 16 contains 6424 members 
Mstep: Class 17 contains 12163 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89086 members 
Mstep: Class 20 contains 6231 members 
Mstep: Class 21 contains 4396 members 
Mstep: Class 22 contains 17931 members 
Mstep: Class 24 contains 57338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341538.000000 Penalty: 47814.824219
Iteration 182Q: 24 clusters Score -2.134154e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 2776 members 
Mstep: Class 4 contains 14842 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5344 members 
Mstep: Class 8 contains 9625 members 
Mstep: Class 9 contains 11465 members 
Mstep: Class 10 contains 4453 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 86141 members 
Mstep: Class 16 contains 6424 members 
Mstep: Class 17 contains 12167 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89086 members 
Mstep: Class 20 contains 6230 members 
Mstep: Class 21 contains 4396 members 
Mstep: Class 22 contains 17926 members 
Mstep: Class 24 contains 57319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341526.000000 Penalty: 47814.824219
Iteration 183Q: 24 clusters Score -2.134153e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 2776 members 
Mstep: Class 4 contains 14842 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5343 members 
Mstep: Class 8 contains 9639 members 
Mstep: Class 9 contains 11468 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5023 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 86144 members 
Mstep: Class 16 contains 6423 members 
Mstep: Class 17 contains 12171 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89083 members 
Mstep: Class 20 contains 6229 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 17922 members 
Mstep: Class 24 contains 57304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341546.000000 Penalty: 47814.824219
Iteration 184Q: 24 clusters Score -2.134155e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 2776 members 
Mstep: Class 4 contains 14843 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5343 members 
Mstep: Class 8 contains 9657 members 
Mstep: Class 9 contains 11469 members 
Mstep: Class 10 contains 4449 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 86155 members 
Mstep: Class 16 contains 6424 members 
Mstep: Class 17 contains 12175 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89072 members 
Mstep: Class 20 contains 6228 members 
Mstep: Class 21 contains 4396 members 
Mstep: Class 22 contains 17919 members 
Mstep: Class 24 contains 57288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341548.000000 Penalty: 47814.824219
Iteration 185Q: 24 clusters Score -2.134155e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 2776 members 
Mstep: Class 4 contains 14842 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5343 members 
Mstep: Class 8 contains 9661 members 
Mstep: Class 9 contains 11465 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5021 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 86161 members 
Mstep: Class 16 contains 6426 members 
Mstep: Class 17 contains 12176 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89070 members 
Mstep: Class 20 contains 6230 members 
Mstep: Class 21 contains 4398 members 
Mstep: Class 22 contains 17920 members 
Mstep: Class 24 contains 57278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341556.000000 Penalty: 47814.824219
Iteration 186Q: 24 clusters Score -2.134156e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 14842 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5343 members 
Mstep: Class 8 contains 9671 members 
Mstep: Class 9 contains 11465 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 86163 members 
Mstep: Class 16 contains 6427 members 
Mstep: Class 17 contains 12180 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 89068 members 
Mstep: Class 20 contains 6230 members 
Mstep: Class 21 contains 4398 members 
Mstep: Class 22 contains 17921 members 
Mstep: Class 24 contains 57264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341556.000000 Penalty: 47814.824219
Iteration 187Q: 24 clusters Score -2.134156e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 2774 members 
Mstep: Class 4 contains 14842 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5342 members 
Mstep: Class 8 contains 9684 members 
Mstep: Class 9 contains 11465 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5018 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 86164 members 
Mstep: Class 16 contains 6428 members 
Mstep: Class 17 contains 12182 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89064 members 
Mstep: Class 20 contains 6230 members 
Mstep: Class 21 contains 4399 members 
Mstep: Class 22 contains 17919 members 
Mstep: Class 24 contains 57255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341568.000000 Penalty: 47814.824219
Iteration 188Q: 24 clusters Score -2.134157e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 2774 members 
Mstep: Class 4 contains 14843 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 5342 members 
Mstep: Class 8 contains 9693 members 
Mstep: Class 9 contains 11465 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5013 members 
Mstep: Class 14 contains 3694 members 
Mstep: Class 15 contains 86168 members 
Mstep: Class 16 contains 6428 members 
Mstep: Class 17 contains 12181 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89068 members 
Mstep: Class 20 contains 6231 members 
Mstep: Class 21 contains 4399 members 
Mstep: Class 22 contains 17917 members 
Mstep: Class 24 contains 57244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341574.000000 Penalty: 47814.824219
Iteration 189Q: 24 clusters Score -2.134157e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5367 members 
Mstep: Class 7 contains 5342 members 
Mstep: Class 8 contains 9705 members 
Mstep: Class 9 contains 11465 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5010 members 
Mstep: Class 14 contains 3691 members 
Mstep: Class 15 contains 86171 members 
Mstep: Class 16 contains 6429 members 
Mstep: Class 17 contains 12179 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89065 members 
Mstep: Class 20 contains 6233 members 
Mstep: Class 21 contains 4399 members 
Mstep: Class 22 contains 17917 members 
Mstep: Class 24 contains 57233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341572.000000 Penalty: 47814.824219
Iteration 190Q: 24 clusters Score -2.134157e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5368 members 
Mstep: Class 7 contains 5342 members 
Mstep: Class 8 contains 9720 members 
Mstep: Class 9 contains 11466 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5009 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 86173 members 
Mstep: Class 16 contains 6429 members 
Mstep: Class 17 contains 12179 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89063 members 
Mstep: Class 20 contains 6233 members 
Mstep: Class 21 contains 4399 members 
Mstep: Class 22 contains 17913 members 
Mstep: Class 24 contains 57222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341576.000000 Penalty: 47814.824219
Iteration 191Q: 24 clusters Score -2.134158e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5371 members 
Mstep: Class 7 contains 5342 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 11466 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5007 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 86174 members 
Mstep: Class 16 contains 6428 members 
Mstep: Class 17 contains 12180 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89063 members 
Mstep: Class 20 contains 6235 members 
Mstep: Class 21 contains 4400 members 
Mstep: Class 22 contains 17912 members 
Mstep: Class 24 contains 57211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341580.000000 Penalty: 47814.824219
Iteration 192Q: 24 clusters Score -2.134158e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5371 members 
Mstep: Class 7 contains 5342 members 
Mstep: Class 8 contains 9734 members 
Mstep: Class 9 contains 11465 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5005 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 86176 members 
Mstep: Class 16 contains 6429 members 
Mstep: Class 17 contains 12179 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89063 members 
Mstep: Class 20 contains 6237 members 
Mstep: Class 21 contains 4400 members 
Mstep: Class 22 contains 17909 members 
Mstep: Class 24 contains 57204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341532.000000 Penalty: 47814.824219
Iteration 193Q: 24 clusters Score -2.134153e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5372 members 
Mstep: Class 7 contains 5341 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 11465 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5003 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 86183 members 
Mstep: Class 16 contains 6429 members 
Mstep: Class 17 contains 12179 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89063 members 
Mstep: Class 20 contains 6241 members 
Mstep: Class 21 contains 4400 members 
Mstep: Class 22 contains 17904 members 
Mstep: Class 24 contains 57193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341552.000000 Penalty: 47814.824219
Iteration 194Q: 24 clusters Score -2.134155e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5372 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 11464 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5001 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 86184 members 
Mstep: Class 16 contains 6429 members 
Mstep: Class 17 contains 12179 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89059 members 
Mstep: Class 20 contains 6244 members 
Mstep: Class 21 contains 4401 members 
Mstep: Class 22 contains 17905 members 
Mstep: Class 24 contains 57185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341572.000000 Penalty: 47814.824219
Iteration 195Q: 24 clusters Score -2.134157e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5372 members 
Mstep: Class 7 contains 5339 members 
Mstep: Class 8 contains 9757 members 
Mstep: Class 9 contains 11464 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5001 members 
Mstep: Class 14 contains 3690 members 
Mstep: Class 15 contains 86184 members 
Mstep: Class 16 contains 6429 members 
Mstep: Class 17 contains 12181 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89058 members 
Mstep: Class 20 contains 6244 members 
Mstep: Class 21 contains 4401 members 
Mstep: Class 22 contains 17905 members 
Mstep: Class 24 contains 57177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341582.000000 Penalty: 47814.824219
Iteration 196Q: 24 clusters Score -2.134158e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 2774 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5372 members 
Mstep: Class 7 contains 5339 members 
Mstep: Class 8 contains 9759 members 
Mstep: Class 9 contains 11464 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5002 members 
Mstep: Class 14 contains 3690 members 
Mstep: Class 15 contains 86184 members 
Mstep: Class 16 contains 6428 members 
Mstep: Class 17 contains 12182 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89063 members 
Mstep: Class 20 contains 6245 members 
Mstep: Class 21 contains 4402 members 
Mstep: Class 22 contains 17905 members 
Mstep: Class 24 contains 57165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341584.000000 Penalty: 47814.824219
Iteration 197Q: 24 clusters Score -2.134158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 2774 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5372 members 
Mstep: Class 7 contains 5339 members 
Mstep: Class 8 contains 9765 members 
Mstep: Class 9 contains 11464 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5002 members 
Mstep: Class 14 contains 3690 members 
Mstep: Class 15 contains 86185 members 
Mstep: Class 16 contains 6428 members 
Mstep: Class 17 contains 12182 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89060 members 
Mstep: Class 20 contains 6246 members 
Mstep: Class 21 contains 4402 members 
Mstep: Class 22 contains 17905 members 
Mstep: Class 24 contains 57159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341570.000000 Penalty: 47814.824219
Iteration 198Q: 24 clusters Score -2.134157e+07 nChanged 12
Entering ConstructFrom: 
Score: -21341570.000000 Penalty: 47814.824219
Entering ConstructFrom: 
Trying to split cluster 1 (4777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Entering Unmasked Estep 
Score: -273290.750000 Penalty: 1376.629761
	Iteration 0F: 2 clusters Score -273290.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -269487.531250 Penalty: 2753.259521
	Iteration 0F: 3 clusters Score -269487.5 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -270548.875000 Penalty: 2753.259521
	Iteration 1F: 3 clusters Score -270548.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -270760.187500 Penalty: 2753.259521
	Iteration 2F: 3 clusters Score -270760.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -270909.531250 Penalty: 2753.259521
	Iteration 3F: 3 clusters Score -270909.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -271032.687500 Penalty: 2753.259521
	Iteration 4Q: 3 clusters Score -271032.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -271125.000000 Penalty: 2753.259521
	Iteration 5Q: 3 clusters Score -271125 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -271209.937500 Penalty: 2753.259521
	Iteration 6Q: 3 clusters Score -271209.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -271293.312500 Penalty: 2753.259521
	Iteration 7Q: 3 clusters Score -271293.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -271395.218750 Penalty: 2753.259521
	Iteration 8Q: 3 clusters Score -271395.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -271484.843750 Penalty: 2753.259521
	Iteration 9Q: 3 clusters Score -271484.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -271579.156250 Penalty: 2753.259521
	Iteration 10Q: 3 clusters Score -271579.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -271694.343750 Penalty: 2753.259521
	Iteration 11Q: 3 clusters Score -271694.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -271789.000000 Penalty: 2753.259521
	Iteration 12Q: 3 clusters Score -271789 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -271869.156250 Penalty: 2753.259521
	Iteration 13Q: 3 clusters Score -271869.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -271942.187500 Penalty: 2753.259521
	Iteration 14Q: 3 clusters Score -271942.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -272004.531250 Penalty: 2753.259521
	Iteration 15Q: 3 clusters Score -272004.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -272084.593750 Penalty: 2753.259521
	Iteration 16Q: 3 clusters Score -272084.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -272166.062500 Penalty: 2753.259521
	Iteration 17Q: 3 clusters Score -272166.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -272230.093750 Penalty: 2753.259521
	Iteration 18Q: 3 clusters Score -272230.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -272280.437500 Penalty: 2753.259521
	Iteration 19Q: 3 clusters Score -272280.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -272319.718750 Penalty: 2753.259521
	Iteration 20F: 3 clusters Score -272319.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -272349.593750 Penalty: 2753.259521
	Iteration 21Q: 3 clusters Score -272349.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -272384.875000 Penalty: 2753.259521
	Iteration 22Q: 3 clusters Score -272384.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -272406.031250 Penalty: 2753.259521
	Iteration 23Q: 3 clusters Score -272406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -272418.125000 Penalty: 2753.259521
	Iteration 24Q: 3 clusters Score -272418.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -272428.468750 Penalty: 2753.259521
	Iteration 25Q: 3 clusters Score -272428.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -272435.812500 Penalty: 2753.259521
	Iteration 26Q: 3 clusters Score -272435.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -272441.343750 Penalty: 2753.259521
	Iteration 27Q: 3 clusters Score -272441.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -272446.718750 Penalty: 2753.259521
	Iteration 28Q: 3 clusters Score -272446.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -272451.437500 Penalty: 2753.259521
	Iteration 29Q: 3 clusters Score -272451.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -272458.625000 Penalty: 2753.259521
	Iteration 30Q: 3 clusters Score -272458.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -272468.250000 Penalty: 2753.259521
	Iteration 31Q: 3 clusters Score -272468.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -272472.625000 Penalty: 2753.259521
	Iteration 32Q: 3 clusters Score -272472.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -272478.562500 Penalty: 2753.259521
	Iteration 33Q: 3 clusters Score -272478.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -272482.531250 Penalty: 2753.259521
	Iteration 34Q: 3 clusters Score -272482.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -272484.812500 Penalty: 2753.259521
	Iteration 35Q: 3 clusters Score -272484.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -272485.343750 Penalty: 2753.259521
	Iteration 36Q: 3 clusters Score -272485.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -272486.375000 Penalty: 2753.259521
	Iteration 37Q: 3 clusters Score -272486.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -272486.843750 Penalty: 2753.259521
	Iteration 38Q: 3 clusters Score -272486.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -272487.156250 Penalty: 2753.259521
	Iteration 39Q: 3 clusters Score -272487.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -272487.156250 Penalty: 2753.259521
	Iteration 40F: 3 clusters Score -272487.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Entering Unmasked Estep 
Score: -285184.656250 Penalty: 1377.071533
	Iteration 0F: 2 clusters Score -285184.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -281384.562500 Penalty: 2754.143066
	Iteration 0F: 3 clusters Score -281384.6 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -282593.156250 Penalty: 2754.143066
	Iteration 1F: 3 clusters Score -282593.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -283032.656250 Penalty: 2754.143066
	Iteration 2F: 3 clusters Score -283032.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -283470.656250 Penalty: 2754.143066
	Iteration 3F: 3 clusters Score -283470.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -283840.375000 Penalty: 2754.143066
	Iteration 4F: 3 clusters Score -283840.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -284174.406250 Penalty: 2754.143066
	Iteration 5F: 3 clusters Score -284174.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -284375.968750 Penalty: 2754.143066
	Iteration 6Q: 3 clusters Score -284376 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -284496.531250 Penalty: 2754.143066
	Iteration 7Q: 3 clusters Score -284496.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -284557.562500 Penalty: 2754.143066
	Iteration 8Q: 3 clusters Score -284557.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -284589.406250 Penalty: 2754.143066
	Iteration 9Q: 3 clusters Score -284589.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -284611.875000 Penalty: 2754.143066
	Iteration 10Q: 3 clusters Score -284611.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -284622.156250 Penalty: 2754.143066
	Iteration 11Q: 3 clusters Score -284622.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -284633.750000 Penalty: 2754.143066
	Iteration 12Q: 3 clusters Score -284633.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -284641.406250 Penalty: 2754.143066
	Iteration 13Q: 3 clusters Score -284641.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -284647.718750 Penalty: 2754.143066
	Iteration 14Q: 3 clusters Score -284647.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -284653.531250 Penalty: 2754.143066
	Iteration 15Q: 3 clusters Score -284653.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -284658.812500 Penalty: 2754.143066
	Iteration 16Q: 3 clusters Score -284658.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -284661.562500 Penalty: 2754.143066
	Iteration 17Q: 3 clusters Score -284661.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -284663.343750 Penalty: 2754.143066
	Iteration 18Q: 3 clusters Score -284663.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -284666.281250 Penalty: 2754.143066
	Iteration 19Q: 3 clusters Score -284666.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -284667.343750 Penalty: 2754.143066
	Iteration 20F: 3 clusters Score -284667.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -284669.687500 Penalty: 2754.143066
	Iteration 21Q: 3 clusters Score -284669.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -284670.968750 Penalty: 2754.143066
	Iteration 22Q: 3 clusters Score -284671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -284671.937500 Penalty: 2754.143066
	Iteration 23Q: 3 clusters Score -284671.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -284672.781250 Penalty: 2754.143066
	Iteration 24Q: 3 clusters Score -284672.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -284672.843750 Penalty: 2754.143066
	Iteration 25Q: 3 clusters Score -284672.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -284672.843750 Penalty: 2754.143066
	Iteration 26F: 3 clusters Score -284672.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Entering Unmasked Estep 
Score: -154489.265625 Penalty: 1288.365967
	Iteration 0F: 2 clusters Score -154489.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -151904.687500 Penalty: 2576.731934
	Iteration 0F: 3 clusters Score -151904.7 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -152641.703125 Penalty: 2576.731934
	Iteration 1F: 3 clusters Score -152641.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -152862.156250 Penalty: 2576.731934
	Iteration 2F: 3 clusters Score -152862.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -153009.890625 Penalty: 2576.731934
	Iteration 3F: 3 clusters Score -153009.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -153142.218750 Penalty: 2576.731934
	Iteration 4Q: 3 clusters Score -153142.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -153277.734375 Penalty: 2576.731934
	Iteration 5Q: 3 clusters Score -153277.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -153392.468750 Penalty: 2576.731934
	Iteration 6Q: 3 clusters Score -153392.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -153460.093750 Penalty: 2576.731934
	Iteration 7Q: 3 clusters Score -153460.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -153507.640625 Penalty: 2576.731934
	Iteration 8Q: 3 clusters Score -153507.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -153559.750000 Penalty: 2576.731934
	Iteration 9Q: 3 clusters Score -153559.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -153609.000000 Penalty: 2576.731934
	Iteration 10Q: 3 clusters Score -153609 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -153649.078125 Penalty: 2576.731934
	Iteration 11Q: 3 clusters Score -153649.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -153681.156250 Penalty: 2576.731934
	Iteration 12Q: 3 clusters Score -153681.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -153708.546875 Penalty: 2576.731934
	Iteration 13Q: 3 clusters Score -153708.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -153723.406250 Penalty: 2576.731934
	Iteration 14Q: 3 clusters Score -153723.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -153742.484375 Penalty: 2576.731934
	Iteration 15Q: 3 clusters Score -153742.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -153756.453125 Penalty: 2576.731934
	Iteration 16Q: 3 clusters Score -153756.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -153775.031250 Penalty: 2576.731934
	Iteration 17Q: 3 clusters Score -153775 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -153798.421875 Penalty: 2576.731934
	Iteration 18Q: 3 clusters Score -153798.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -153830.687500 Penalty: 2576.731934
	Iteration 19Q: 3 clusters Score -153830.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -153853.406250 Penalty: 2576.731934
	Iteration 20F: 3 clusters Score -153853.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -153881.234375 Penalty: 2576.731934
	Iteration 21Q: 3 clusters Score -153881.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -153900.031250 Penalty: 2576.731934
	Iteration 22Q: 3 clusters Score -153900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -153916.046875 Penalty: 2576.731934
	Iteration 23Q: 3 clusters Score -153916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -153927.812500 Penalty: 2576.731934
	Iteration 24Q: 3 clusters Score -153927.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -153935.078125 Penalty: 2576.731934
	Iteration 25Q: 3 clusters Score -153935.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -153942.171875 Penalty: 2576.731934
	Iteration 26Q: 3 clusters Score -153942.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -153946.890625 Penalty: 2576.731934
	Iteration 27Q: 3 clusters Score -153946.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -153950.609375 Penalty: 2576.731934
	Iteration 28Q: 3 clusters Score -153950.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -153955.375000 Penalty: 2576.731934
	Iteration 29Q: 3 clusters Score -153955.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -153959.156250 Penalty: 2576.731934
	Iteration 30Q: 3 clusters Score -153959.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -153968.703125 Penalty: 2576.731934
	Iteration 31Q: 3 clusters Score -153968.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -153974.953125 Penalty: 2576.731934
	Iteration 32Q: 3 clusters Score -153975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -153980.984375 Penalty: 2576.731934
	Iteration 33Q: 3 clusters Score -153981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -153985.703125 Penalty: 2576.731934
	Iteration 34Q: 3 clusters Score -153985.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -153987.203125 Penalty: 2576.731934
	Iteration 35Q: 3 clusters Score -153987.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -153989.109375 Penalty: 2576.731934
	Iteration 36Q: 3 clusters Score -153989.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -153991.218750 Penalty: 2576.731934
	Iteration 37Q: 3 clusters Score -153991.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -153992.859375 Penalty: 2576.731934
	Iteration 38Q: 3 clusters Score -153992.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -153993.703125 Penalty: 2576.731934
	Iteration 39Q: 3 clusters Score -153993.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -153994.484375 Penalty: 2576.731934
	Iteration 40F: 3 clusters Score -153994.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -153995.781250 Penalty: 2576.731934
	Iteration 41Q: 3 clusters Score -153995.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -153997.125000 Penalty: 2576.731934
	Iteration 42Q: 3 clusters Score -153997.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -153998.437500 Penalty: 2576.731934
	Iteration 43Q: 3 clusters Score -153998.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -153999.125000 Penalty: 2576.731934
	Iteration 44Q: 3 clusters Score -153999.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -153999.984375 Penalty: 2576.731934
	Iteration 45Q: 3 clusters Score -154000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -154002.203125 Penalty: 2576.731934
	Iteration 46Q: 3 clusters Score -154002.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -154003.906250 Penalty: 2576.731934
	Iteration 47Q: 3 clusters Score -154003.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -154004.171875 Penalty: 2576.731934
	Iteration 48Q: 3 clusters Score -154004.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -154005.921875 Penalty: 2576.731934
	Iteration 49Q: 3 clusters Score -154005.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -154007.828125 Penalty: 2576.731934
	Iteration 50Q: 3 clusters Score -154007.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -154010.203125 Penalty: 2576.731934
	Iteration 51Q: 3 clusters Score -154010.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -154011.515625 Penalty: 2576.731934
	Iteration 52Q: 3 clusters Score -154011.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -154012.171875 Penalty: 2576.731934
	Iteration 53Q: 3 clusters Score -154012.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -154013.203125 Penalty: 2576.731934
	Iteration 54Q: 3 clusters Score -154013.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -154015.250000 Penalty: 2576.731934
	Iteration 55Q: 3 clusters Score -154015.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -154016.937500 Penalty: 2576.731934
	Iteration 56Q: 3 clusters Score -154016.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -154017.781250 Penalty: 2576.731934
	Iteration 57Q: 3 clusters Score -154017.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -154018.328125 Penalty: 2576.731934
	Iteration 58Q: 3 clusters Score -154018.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -154018.750000 Penalty: 2576.731934
	Iteration 59Q: 3 clusters Score -154018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -154018.796875 Penalty: 2576.731934
	Iteration 60F: 3 clusters Score -154018.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Entering Unmasked Estep 
Score: -886222.937500 Penalty: 1560.869629
	Iteration 0F: 2 clusters Score -886222.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -875812.562500 Penalty: 3121.739258
	Iteration 0F: 3 clusters Score -875812.6 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -879613.375000 Penalty: 3121.739258
	Iteration 1F: 3 clusters Score -879613.4 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -880111.000000 Penalty: 3121.739258
	Iteration 2F: 3 clusters Score -880111 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -880733.812500 Penalty: 3121.739258
	Iteration 3F: 3 clusters Score -880733.8 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -881527.437500 Penalty: 3121.739258
	Iteration 4F: 3 clusters Score -881527.4 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -882338.562500 Penalty: 3121.739258
	Iteration 5F: 3 clusters Score -882338.6 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -883049.500000 Penalty: 3121.739258
	Iteration 6F: 3 clusters Score -883049.5 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -883667.000000 Penalty: 3121.739258
	Iteration 7F: 3 clusters Score -883667 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -884199.250000 Penalty: 3121.739258
	Iteration 8Q: 3 clusters Score -884199.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -884707.875000 Penalty: 3121.739258
	Iteration 9Q: 3 clusters Score -884707.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -885025.312500 Penalty: 3121.739258
	Iteration 10Q: 3 clusters Score -885025.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -885175.000000 Penalty: 3121.739258
	Iteration 11Q: 3 clusters Score -885175 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -885238.750000 Penalty: 3121.739258
	Iteration 12Q: 3 clusters Score -885238.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -885271.687500 Penalty: 3121.739258
	Iteration 13Q: 3 clusters Score -885271.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -885286.375000 Penalty: 3121.739258
	Iteration 14Q: 3 clusters Score -885286.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -885302.187500 Penalty: 3121.739258
	Iteration 15Q: 3 clusters Score -885302.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -885311.875000 Penalty: 3121.739258
	Iteration 16Q: 3 clusters Score -885311.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -885319.625000 Penalty: 3121.739258
	Iteration 17Q: 3 clusters Score -885319.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -885329.625000 Penalty: 3121.739258
	Iteration 18Q: 3 clusters Score -885329.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -885334.062500 Penalty: 3121.739258
	Iteration 19Q: 3 clusters Score -885334.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -885338.062500 Penalty: 3121.739258
	Iteration 20F: 3 clusters Score -885338.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -885343.500000 Penalty: 3121.739258
	Iteration 21Q: 3 clusters Score -885343.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -885348.250000 Penalty: 3121.739258
	Iteration 22Q: 3 clusters Score -885348.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -885351.625000 Penalty: 3121.739258
	Iteration 23Q: 3 clusters Score -885351.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -885357.937500 Penalty: 3121.739258
	Iteration 24Q: 3 clusters Score -885357.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -885362.250000 Penalty: 3121.739258
	Iteration 25Q: 3 clusters Score -885362.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -885364.625000 Penalty: 3121.739258
	Iteration 26Q: 3 clusters Score -885364.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -885368.875000 Penalty: 3121.739258
	Iteration 27Q: 3 clusters Score -885368.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -885374.062500 Penalty: 3121.739258
	Iteration 28Q: 3 clusters Score -885374.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -885373.437500 Penalty: 3121.739258
	Iteration 29Q: 3 clusters Score -885373.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -885373.375000 Penalty: 3121.739258
	Iteration 30Q: 3 clusters Score -885373.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -885378.750000 Penalty: 3121.739258
	Iteration 31Q: 3 clusters Score -885378.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -885379.187500 Penalty: 3121.739258
	Iteration 32Q: 3 clusters Score -885379.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -885378.562500 Penalty: 3121.739258
	Iteration 33Q: 3 clusters Score -885378.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -885378.875000 Penalty: 3121.739258
	Iteration 34Q: 3 clusters Score -885378.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -885380.562500 Penalty: 3121.739258
	Iteration 35Q: 3 clusters Score -885380.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -885382.500000 Penalty: 3121.739258
	Iteration 36Q: 3 clusters Score -885382.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -885381.687500 Penalty: 3121.739258
	Iteration 37Q: 3 clusters Score -885381.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -885382.562500 Penalty: 3121.739258
	Iteration 38Q: 3 clusters Score -885382.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -885384.000000 Penalty: 3121.739258
	Iteration 39Q: 3 clusters Score -885384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -885382.437500 Penalty: 3121.739258
	Iteration 40F: 3 clusters Score -885382.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -885386.187500 Penalty: 3121.739258
	Iteration 41Q: 3 clusters Score -885386.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -885386.875000 Penalty: 3121.739258
	Iteration 42Q: 3 clusters Score -885386.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -885389.062500 Penalty: 3121.739258
	Iteration 43Q: 3 clusters Score -885389.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -885388.437500 Penalty: 3121.739258
	Iteration 44Q: 3 clusters Score -885388.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -885387.937500 Penalty: 3121.739258
	Iteration 45Q: 3 clusters Score -885387.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -885390.437500 Penalty: 3121.739258
	Iteration 46Q: 3 clusters Score -885390.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -885388.750000 Penalty: 3121.739258
	Iteration 47Q: 3 clusters Score -885388.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -885388.625000 Penalty: 3121.739258
	Iteration 48Q: 3 clusters Score -885388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -885388.500000 Penalty: 3121.739258
	Iteration 49Q: 3 clusters Score -885388.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -885389.125000 Penalty: 3121.739258
	Iteration 50Q: 3 clusters Score -885389.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -885390.187500 Penalty: 3121.739258
	Iteration 51Q: 3 clusters Score -885390.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -885391.062500 Penalty: 3121.739258
	Iteration 52Q: 3 clusters Score -885391.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -885391.937500 Penalty: 3121.739258
	Iteration 53Q: 3 clusters Score -885391.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -885393.937500 Penalty: 3121.739258
	Iteration 54Q: 3 clusters Score -885393.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -885393.500000 Penalty: 3121.739258
	Iteration 55Q: 3 clusters Score -885393.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -885394.687500 Penalty: 3121.739258
	Iteration 56Q: 3 clusters Score -885394.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -885394.125000 Penalty: 3121.739258
	Iteration 57Q: 3 clusters Score -885394.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -885393.625000 Penalty: 3121.739258
	Iteration 58Q: 3 clusters Score -885393.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -885393.500000 Penalty: 3121.739258
	Iteration 59Q: 3 clusters Score -885393.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -885395.187500 Penalty: 3121.739258
	Iteration 60F: 3 clusters Score -885395.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -885393.375000 Penalty: 3121.739258
	Iteration 61Q: 3 clusters Score -885393.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -885394.812500 Penalty: 3121.739258
	Iteration 62Q: 3 clusters Score -885394.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -885396.187500 Penalty: 3121.739258
	Iteration 63Q: 3 clusters Score -885396.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -885397.250000 Penalty: 3121.739258
	Iteration 64Q: 3 clusters Score -885397.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -885398.000000 Penalty: 3121.739258
	Iteration 65Q: 3 clusters Score -885398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -885396.125000 Penalty: 3121.739258
	Iteration 66Q: 3 clusters Score -885396.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -885396.187500 Penalty: 3121.739258
	Iteration 67Q: 3 clusters Score -885396.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -885397.187500 Penalty: 3121.739258
	Iteration 68Q: 3 clusters Score -885397.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -885398.312500 Penalty: 3121.739258
	Iteration 69Q: 3 clusters Score -885398.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -885398.375000 Penalty: 3121.739258
	Iteration 70Q: 3 clusters Score -885398.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -885397.250000 Penalty: 3121.739258
	Iteration 71Q: 3 clusters Score -885397.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -885395.937500 Penalty: 3121.739258
	Iteration 72Q: 3 clusters Score -885395.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -885394.625000 Penalty: 3121.739258
	Iteration 73Q: 3 clusters Score -885394.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -885396.750000 Penalty: 3121.739258
	Iteration 74Q: 3 clusters Score -885396.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -885398.562500 Penalty: 3121.739258
	Iteration 75Q: 3 clusters Score -885398.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -885398.562500 Penalty: 3121.739258
	Iteration 76F: 3 clusters Score -885398.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -6848.980957 Penalty: 806.462280
	Iteration 0F: 2 clusters Score -6848.981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6181.801758 Penalty: 1612.924561
	Iteration 0F: 3 clusters Score -6181.802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6215.668457 Penalty: 1612.924561
	Iteration 1Q: 3 clusters Score -6215.668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6227.193848 Penalty: 1612.924561
	Iteration 2Q: 3 clusters Score -6227.194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6227.193848 Penalty: 1612.924561
	Iteration 3F: 3 clusters Score -6227.194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Entering Unmasked Estep 
Score: -351858.906250 Penalty: 1395.705322
	Iteration 0F: 2 clusters Score -351858.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -347579.781250 Penalty: 2791.410645
	Iteration 0F: 3 clusters Score -347579.8 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -348747.968750 Penalty: 2791.410645
	Iteration 1F: 3 clusters Score -348748 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -348924.656250 Penalty: 2791.410645
	Iteration 2F: 3 clusters Score -348924.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -349071.218750 Penalty: 2791.410645
	Iteration 3F: 3 clusters Score -349071.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -349191.406250 Penalty: 2791.410645
	Iteration 4Q: 3 clusters Score -349191.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -349283.656250 Penalty: 2791.410645
	Iteration 5Q: 3 clusters Score -349283.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -349381.906250 Penalty: 2791.410645
	Iteration 6Q: 3 clusters Score -349381.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -349470.343750 Penalty: 2791.410645
	Iteration 7Q: 3 clusters Score -349470.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -349557.156250 Penalty: 2791.410645
	Iteration 8Q: 3 clusters Score -349557.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -349645.875000 Penalty: 2791.410645
	Iteration 9Q: 3 clusters Score -349645.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -349761.250000 Penalty: 2791.410645
	Iteration 10Q: 3 clusters Score -349761.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -349870.343750 Penalty: 2791.410645
	Iteration 11Q: 3 clusters Score -349870.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -349990.375000 Penalty: 2791.410645
	Iteration 12Q: 3 clusters Score -349990.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -350107.781250 Penalty: 2791.410645
	Iteration 13Q: 3 clusters Score -350107.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -350231.843750 Penalty: 2791.410645
	Iteration 14Q: 3 clusters Score -350231.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -350345.843750 Penalty: 2791.410645
	Iteration 15Q: 3 clusters Score -350345.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -350429.281250 Penalty: 2791.410645
	Iteration 16Q: 3 clusters Score -350429.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -350493.562500 Penalty: 2791.410645
	Iteration 17Q: 3 clusters Score -350493.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -350542.125000 Penalty: 2791.410645
	Iteration 18Q: 3 clusters Score -350542.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -350570.187500 Penalty: 2791.410645
	Iteration 19Q: 3 clusters Score -350570.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -350586.187500 Penalty: 2791.410645
	Iteration 20F: 3 clusters Score -350586.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -350598.093750 Penalty: 2791.410645
	Iteration 21Q: 3 clusters Score -350598.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -350608.437500 Penalty: 2791.410645
	Iteration 22Q: 3 clusters Score -350608.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -350619.562500 Penalty: 2791.410645
	Iteration 23Q: 3 clusters Score -350619.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -350628.750000 Penalty: 2791.410645
	Iteration 24Q: 3 clusters Score -350628.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -350633.906250 Penalty: 2791.410645
	Iteration 25Q: 3 clusters Score -350633.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -350636.875000 Penalty: 2791.410645
	Iteration 26Q: 3 clusters Score -350636.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -350641.593750 Penalty: 2791.410645
	Iteration 27Q: 3 clusters Score -350641.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -350651.937500 Penalty: 2791.410645
	Iteration 28Q: 3 clusters Score -350651.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -350654.093750 Penalty: 2791.410645
	Iteration 29Q: 3 clusters Score -350654.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -350657.843750 Penalty: 2791.410645
	Iteration 30Q: 3 clusters Score -350657.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -350660.656250 Penalty: 2791.410645
	Iteration 31Q: 3 clusters Score -350660.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -350664.875000 Penalty: 2791.410645
	Iteration 32Q: 3 clusters Score -350664.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -350666.031250 Penalty: 2791.410645
	Iteration 33Q: 3 clusters Score -350666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -350666.031250 Penalty: 2791.410645
	Iteration 34F: 3 clusters Score -350666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Entering Unmasked Estep 
Score: -336865.437500 Penalty: 1394.703857
	Iteration 0F: 2 clusters Score -336865.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -332635.562500 Penalty: 2789.407715
	Iteration 0F: 3 clusters Score -332635.6 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -333773.062500 Penalty: 2789.407715
	Iteration 1F: 3 clusters Score -333773.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -333963.031250 Penalty: 2789.407715
	Iteration 2F: 3 clusters Score -333963 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -334100.593750 Penalty: 2789.407715
	Iteration 3F: 3 clusters Score -334100.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -334226.531250 Penalty: 2789.407715
	Iteration 4Q: 3 clusters Score -334226.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -334335.437500 Penalty: 2789.407715
	Iteration 5Q: 3 clusters Score -334335.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -334447.906250 Penalty: 2789.407715
	Iteration 6Q: 3 clusters Score -334447.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -334567.875000 Penalty: 2789.407715
	Iteration 7Q: 3 clusters Score -334567.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -334690.843750 Penalty: 2789.407715
	Iteration 8Q: 3 clusters Score -334690.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -334810.718750 Penalty: 2789.407715
	Iteration 9Q: 3 clusters Score -334810.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -334927.125000 Penalty: 2789.407715
	Iteration 10Q: 3 clusters Score -334927.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -335029.562500 Penalty: 2789.407715
	Iteration 11Q: 3 clusters Score -335029.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -335133.250000 Penalty: 2789.407715
	Iteration 12Q: 3 clusters Score -335133.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -335227.781250 Penalty: 2789.407715
	Iteration 13Q: 3 clusters Score -335227.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -335310.312500 Penalty: 2789.407715
	Iteration 14Q: 3 clusters Score -335310.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -335382.062500 Penalty: 2789.407715
	Iteration 15Q: 3 clusters Score -335382.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -335448.375000 Penalty: 2789.407715
	Iteration 16Q: 3 clusters Score -335448.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -335524.156250 Penalty: 2789.407715
	Iteration 17Q: 3 clusters Score -335524.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -335584.156250 Penalty: 2789.407715
	Iteration 18Q: 3 clusters Score -335584.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -335625.531250 Penalty: 2789.407715
	Iteration 19Q: 3 clusters Score -335625.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -335655.531250 Penalty: 2789.407715
	Iteration 20F: 3 clusters Score -335655.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -335679.093750 Penalty: 2789.407715
	Iteration 21Q: 3 clusters Score -335679.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -335690.593750 Penalty: 2789.407715
	Iteration 22Q: 3 clusters Score -335690.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -335699.843750 Penalty: 2789.407715
	Iteration 23Q: 3 clusters Score -335699.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -335707.375000 Penalty: 2789.407715
	Iteration 24Q: 3 clusters Score -335707.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -335711.000000 Penalty: 2789.407715
	Iteration 25Q: 3 clusters Score -335711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -335713.968750 Penalty: 2789.407715
	Iteration 26Q: 3 clusters Score -335714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -335714.656250 Penalty: 2789.407715
	Iteration 27Q: 3 clusters Score -335714.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -335716.250000 Penalty: 2789.407715
	Iteration 28Q: 3 clusters Score -335716.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -335716.812500 Penalty: 2789.407715
	Iteration 29Q: 3 clusters Score -335716.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -335717.718750 Penalty: 2789.407715
	Iteration 30Q: 3 clusters Score -335717.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -335719.218750 Penalty: 2789.407715
	Iteration 31Q: 3 clusters Score -335719.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -335722.781250 Penalty: 2789.407715
	Iteration 32Q: 3 clusters Score -335722.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -335725.656250 Penalty: 2789.407715
	Iteration 33Q: 3 clusters Score -335725.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -335726.937500 Penalty: 2789.407715
	Iteration 34Q: 3 clusters Score -335726.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -335728.031250 Penalty: 2789.407715
	Iteration 35Q: 3 clusters Score -335728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -335729.281250 Penalty: 2789.407715
	Iteration 36Q: 3 clusters Score -335729.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -335729.656250 Penalty: 2789.407715
	Iteration 37Q: 3 clusters Score -335729.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -335730.031250 Penalty: 2789.407715
	Iteration 38Q: 3 clusters Score -335730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -335731.562500 Penalty: 2789.407715
	Iteration 39Q: 3 clusters Score -335731.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -335731.718750 Penalty: 2789.407715
	Iteration 40F: 3 clusters Score -335731.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Entering Unmasked Estep 
Score: -603117.062500 Penalty: 1492.899170
	Iteration 0F: 2 clusters Score -603117.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -596046.500000 Penalty: 2985.798340
	Iteration 0F: 3 clusters Score -596046.5 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -598495.312500 Penalty: 2985.798340
	Iteration 1F: 3 clusters Score -598495.3 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -598920.125000 Penalty: 2985.798340
	Iteration 2F: 3 clusters Score -598920.1 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -599438.562500 Penalty: 2985.798340
	Iteration 3F: 3 clusters Score -599438.6 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -599964.625000 Penalty: 2985.798340
	Iteration 4F: 3 clusters Score -599964.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -600464.312500 Penalty: 2985.798340
	Iteration 5F: 3 clusters Score -600464.3 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -600890.312500 Penalty: 2985.798340
	Iteration 6F: 3 clusters Score -600890.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -601184.625000 Penalty: 2985.798340
	Iteration 7Q: 3 clusters Score -601184.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -601384.937500 Penalty: 2985.798340
	Iteration 8Q: 3 clusters Score -601384.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -601495.937500 Penalty: 2985.798340
	Iteration 9Q: 3 clusters Score -601495.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -601572.875000 Penalty: 2985.798340
	Iteration 10Q: 3 clusters Score -601572.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -601637.187500 Penalty: 2985.798340
	Iteration 11Q: 3 clusters Score -601637.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -601685.062500 Penalty: 2985.798340
	Iteration 12Q: 3 clusters Score -601685.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -601731.000000 Penalty: 2985.798340
	Iteration 13Q: 3 clusters Score -601731 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -601766.000000 Penalty: 2985.798340
	Iteration 14Q: 3 clusters Score -601766 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -601795.437500 Penalty: 2985.798340
	Iteration 15Q: 3 clusters Score -601795.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -601819.812500 Penalty: 2985.798340
	Iteration 16Q: 3 clusters Score -601819.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -601840.937500 Penalty: 2985.798340
	Iteration 17Q: 3 clusters Score -601840.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -601862.125000 Penalty: 2985.798340
	Iteration 18Q: 3 clusters Score -601862.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -601881.000000 Penalty: 2985.798340
	Iteration 19Q: 3 clusters Score -601881 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -601893.437500 Penalty: 2985.798340
	Iteration 20F: 3 clusters Score -601893.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -601901.937500 Penalty: 2985.798340
	Iteration 21Q: 3 clusters Score -601901.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -601907.312500 Penalty: 2985.798340
	Iteration 22Q: 3 clusters Score -601907.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -601911.625000 Penalty: 2985.798340
	Iteration 23Q: 3 clusters Score -601911.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -601917.562500 Penalty: 2985.798340
	Iteration 24Q: 3 clusters Score -601917.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -601919.000000 Penalty: 2985.798340
	Iteration 25Q: 3 clusters Score -601919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -601923.125000 Penalty: 2985.798340
	Iteration 26Q: 3 clusters Score -601923.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -601924.312500 Penalty: 2985.798340
	Iteration 27Q: 3 clusters Score -601924.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -601926.937500 Penalty: 2985.798340
	Iteration 28Q: 3 clusters Score -601926.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -601928.312500 Penalty: 2985.798340
	Iteration 29Q: 3 clusters Score -601928.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -601931.187500 Penalty: 2985.798340
	Iteration 30Q: 3 clusters Score -601931.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -601930.812500 Penalty: 2985.798340
	Iteration 31Q: 3 clusters Score -601930.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -601931.187500 Penalty: 2985.798340
	Iteration 32Q: 3 clusters Score -601931.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -601934.312500 Penalty: 2985.798340
	Iteration 33Q: 3 clusters Score -601934.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -601935.500000 Penalty: 2985.798340
	Iteration 34Q: 3 clusters Score -601935.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -601936.375000 Penalty: 2985.798340
	Iteration 35Q: 3 clusters Score -601936.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -601937.500000 Penalty: 2985.798340
	Iteration 36Q: 3 clusters Score -601937.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -601937.500000 Penalty: 2985.798340
	Iteration 37Q: 3 clusters Score -601937.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -601938.375000 Penalty: 2985.798340
	Iteration 38Q: 3 clusters Score -601938.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -601940.000000 Penalty: 2985.798340
	Iteration 39Q: 3 clusters Score -601940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -601938.937500 Penalty: 2985.798340
	Iteration 40F: 3 clusters Score -601938.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -601939.375000 Penalty: 2985.798340
	Iteration 41Q: 3 clusters Score -601939.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -601939.312500 Penalty: 2985.798340
	Iteration 42Q: 3 clusters Score -601939.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -601939.312500 Penalty: 2985.798340
	Iteration 43Q: 3 clusters Score -601939.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -601941.187500 Penalty: 2985.798340
	Iteration 44Q: 3 clusters Score -601941.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -601942.000000 Penalty: 2985.798340
	Iteration 45Q: 3 clusters Score -601942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -601941.187500 Penalty: 2985.798340
	Iteration 46Q: 3 clusters Score -601941.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -601942.437500 Penalty: 2985.798340
	Iteration 47Q: 3 clusters Score -601942.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -601944.312500 Penalty: 2985.798340
	Iteration 48Q: 3 clusters Score -601944.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -601945.625000 Penalty: 2985.798340
	Iteration 49Q: 3 clusters Score -601945.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -601946.750000 Penalty: 2985.798340
	Iteration 50Q: 3 clusters Score -601946.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -601948.437500 Penalty: 2985.798340
	Iteration 51Q: 3 clusters Score -601948.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -601948.000000 Penalty: 2985.798340
	Iteration 52Q: 3 clusters Score -601948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -601949.375000 Penalty: 2985.798340
	Iteration 53Q: 3 clusters Score -601949.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -601948.750000 Penalty: 2985.798340
	Iteration 54Q: 3 clusters Score -601948.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -601949.625000 Penalty: 2985.798340
	Iteration 55Q: 3 clusters Score -601949.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -601949.625000 Penalty: 2985.798340
	Iteration 56F: 3 clusters Score -601949.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Entering Unmasked Estep 
Score: -736174.375000 Penalty: 1518.868042
	Iteration 0F: 2 clusters Score -736174.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -728105.812500 Penalty: 3037.736084
	Iteration 0F: 3 clusters Score -728105.8 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -730835.687500 Penalty: 3037.736084
	Iteration 1F: 3 clusters Score -730835.7 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -731232.500000 Penalty: 3037.736084
	Iteration 2F: 3 clusters Score -731232.5 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -731619.937500 Penalty: 3037.736084
	Iteration 3F: 3 clusters Score -731619.9 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -732015.625000 Penalty: 3037.736084
	Iteration 4F: 3 clusters Score -732015.6 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -732446.625000 Penalty: 3037.736084
	Iteration 5F: 3 clusters Score -732446.6 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -732971.375000 Penalty: 3037.736084
	Iteration 6F: 3 clusters Score -732971.4 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -733585.812500 Penalty: 3037.736084
	Iteration 7F: 3 clusters Score -733585.8 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -734294.812500 Penalty: 3037.736084
	Iteration 8F: 3 clusters Score -734294.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -734881.500000 Penalty: 3037.736084
	Iteration 9Q: 3 clusters Score -734881.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -735269.500000 Penalty: 3037.736084
	Iteration 10Q: 3 clusters Score -735269.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -735486.625000 Penalty: 3037.736084
	Iteration 11Q: 3 clusters Score -735486.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -735613.000000 Penalty: 3037.736084
	Iteration 12Q: 3 clusters Score -735613 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -735680.375000 Penalty: 3037.736084
	Iteration 13Q: 3 clusters Score -735680.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -735708.812500 Penalty: 3037.736084
	Iteration 14Q: 3 clusters Score -735708.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -735732.875000 Penalty: 3037.736084
	Iteration 15Q: 3 clusters Score -735732.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -735745.000000 Penalty: 3037.736084
	Iteration 16Q: 3 clusters Score -735745 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -735751.500000 Penalty: 3037.736084
	Iteration 17Q: 3 clusters Score -735751.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -735757.625000 Penalty: 3037.736084
	Iteration 18Q: 3 clusters Score -735757.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -735764.125000 Penalty: 3037.736084
	Iteration 19Q: 3 clusters Score -735764.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -735769.750000 Penalty: 3037.736084
	Iteration 20F: 3 clusters Score -735769.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -735773.937500 Penalty: 3037.736084
	Iteration 21Q: 3 clusters Score -735773.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -735775.500000 Penalty: 3037.736084
	Iteration 22Q: 3 clusters Score -735775.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -735775.875000 Penalty: 3037.736084
	Iteration 23Q: 3 clusters Score -735775.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -735776.000000 Penalty: 3037.736084
	Iteration 24Q: 3 clusters Score -735776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -735776.187500 Penalty: 3037.736084
	Iteration 25Q: 3 clusters Score -735776.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -735776.812500 Penalty: 3037.736084
	Iteration 26Q: 3 clusters Score -735776.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -735777.375000 Penalty: 3037.736084
	Iteration 27Q: 3 clusters Score -735777.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -735777.250000 Penalty: 3037.736084
	Iteration 28Q: 3 clusters Score -735777.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -735777.625000 Penalty: 3037.736084
	Iteration 29Q: 3 clusters Score -735777.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -735778.000000 Penalty: 3037.736084
	Iteration 30Q: 3 clusters Score -735778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -735778.437500 Penalty: 3037.736084
	Iteration 31Q: 3 clusters Score -735778.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -735778.562500 Penalty: 3037.736084
	Iteration 32Q: 3 clusters Score -735778.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -735778.562500 Penalty: 3037.736084
	Iteration 33F: 3 clusters Score -735778.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Entering Unmasked Estep 
Score: -261945.703125 Penalty: 1365.034058
	Iteration 0F: 2 clusters Score -261945.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -258285.906250 Penalty: 2730.068115
	Iteration 0F: 3 clusters Score -258285.9 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -259277.656250 Penalty: 2730.068115
	Iteration 1F: 3 clusters Score -259277.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -259482.921875 Penalty: 2730.068115
	Iteration 2F: 3 clusters Score -259482.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -259650.234375 Penalty: 2730.068115
	Iteration 3F: 3 clusters Score -259650.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -259857.781250 Penalty: 2730.068115
	Iteration 4F: 3 clusters Score -259857.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -260109.125000 Penalty: 2730.068115
	Iteration 5F: 3 clusters Score -260109.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -260391.234375 Penalty: 2730.068115
	Iteration 6F: 3 clusters Score -260391.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -260710.437500 Penalty: 2730.068115
	Iteration 7F: 3 clusters Score -260710.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -260966.406250 Penalty: 2730.068115
	Iteration 8F: 3 clusters Score -260966.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -261176.593750 Penalty: 2730.068115
	Iteration 9Q: 3 clusters Score -261176.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -261320.953125 Penalty: 2730.068115
	Iteration 10Q: 3 clusters Score -261321 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -261424.750000 Penalty: 2730.068115
	Iteration 11Q: 3 clusters Score -261424.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -261479.812500 Penalty: 2730.068115
	Iteration 12Q: 3 clusters Score -261479.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -261514.953125 Penalty: 2730.068115
	Iteration 13Q: 3 clusters Score -261515 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -261537.078125 Penalty: 2730.068115
	Iteration 14Q: 3 clusters Score -261537.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -261550.375000 Penalty: 2730.068115
	Iteration 15Q: 3 clusters Score -261550.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -261554.781250 Penalty: 2730.068115
	Iteration 16Q: 3 clusters Score -261554.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -261556.218750 Penalty: 2730.068115
	Iteration 17Q: 3 clusters Score -261556.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -261558.859375 Penalty: 2730.068115
	Iteration 18Q: 3 clusters Score -261558.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -261561.187500 Penalty: 2730.068115
	Iteration 19Q: 3 clusters Score -261561.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -261564.078125 Penalty: 2730.068115
	Iteration 20F: 3 clusters Score -261564.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -261565.687500 Penalty: 2730.068115
	Iteration 21Q: 3 clusters Score -261565.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -261565.671875 Penalty: 2730.068115
	Iteration 22Q: 3 clusters Score -261565.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -261566.859375 Penalty: 2730.068115
	Iteration 23Q: 3 clusters Score -261566.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -261566.859375 Penalty: 2730.068115
	Iteration 24F: 3 clusters Score -261566.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Entering Unmasked Estep 
Score: -140652.937500 Penalty: 1270.102295
	Iteration 0F: 2 clusters Score -140652.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -138289.328125 Penalty: 2540.204590
	Iteration 0F: 3 clusters Score -138289.3 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -138821.500000 Penalty: 2540.204590
	Iteration 1F: 3 clusters Score -138821.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -138950.578125 Penalty: 2540.204590
	Iteration 2F: 3 clusters Score -138950.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -139012.687500 Penalty: 2540.204590
	Iteration 3Q: 3 clusters Score -139012.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -139054.718750 Penalty: 2540.204590
	Iteration 4Q: 3 clusters Score -139054.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -139082.234375 Penalty: 2540.204590
	Iteration 5Q: 3 clusters Score -139082.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -139105.125000 Penalty: 2540.204590
	Iteration 6Q: 3 clusters Score -139105.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -139126.796875 Penalty: 2540.204590
	Iteration 7Q: 3 clusters Score -139126.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -139141.984375 Penalty: 2540.204590
	Iteration 8Q: 3 clusters Score -139142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -139161.078125 Penalty: 2540.204590
	Iteration 9Q: 3 clusters Score -139161.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -139185.140625 Penalty: 2540.204590
	Iteration 10Q: 3 clusters Score -139185.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -139207.343750 Penalty: 2540.204590
	Iteration 11Q: 3 clusters Score -139207.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -139224.734375 Penalty: 2540.204590
	Iteration 12Q: 3 clusters Score -139224.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -139239.875000 Penalty: 2540.204590
	Iteration 13Q: 3 clusters Score -139239.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -139249.437500 Penalty: 2540.204590
	Iteration 14Q: 3 clusters Score -139249.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -139256.125000 Penalty: 2540.204590
	Iteration 15Q: 3 clusters Score -139256.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -139265.609375 Penalty: 2540.204590
	Iteration 16Q: 3 clusters Score -139265.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -139276.656250 Penalty: 2540.204590
	Iteration 17Q: 3 clusters Score -139276.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -139286.125000 Penalty: 2540.204590
	Iteration 18Q: 3 clusters Score -139286.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -139293.531250 Penalty: 2540.204590
	Iteration 19Q: 3 clusters Score -139293.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -139301.203125 Penalty: 2540.204590
	Iteration 20F: 3 clusters Score -139301.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -139305.656250 Penalty: 2540.204590
	Iteration 21Q: 3 clusters Score -139305.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -139309.953125 Penalty: 2540.204590
	Iteration 22Q: 3 clusters Score -139310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -139312.234375 Penalty: 2540.204590
	Iteration 23Q: 3 clusters Score -139312.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -139312.937500 Penalty: 2540.204590
	Iteration 24Q: 3 clusters Score -139312.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -139313.125000 Penalty: 2540.204590
	Iteration 25Q: 3 clusters Score -139313.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -139313.765625 Penalty: 2540.204590
	Iteration 26Q: 3 clusters Score -139313.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -139314.765625 Penalty: 2540.204590
	Iteration 27Q: 3 clusters Score -139314.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -139315.750000 Penalty: 2540.204590
	Iteration 28Q: 3 clusters Score -139315.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -139316.187500 Penalty: 2540.204590
	Iteration 29Q: 3 clusters Score -139316.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -139316.250000 Penalty: 2540.204590
	Iteration 30Q: 3 clusters Score -139316.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -139316.484375 Penalty: 2540.204590
	Iteration 31Q: 3 clusters Score -139316.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -139317.000000 Penalty: 2540.204590
	Iteration 32Q: 3 clusters Score -139317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -139317.468750 Penalty: 2540.204590
	Iteration 33Q: 3 clusters Score -139317.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -139319.781250 Penalty: 2540.204590
	Iteration 34Q: 3 clusters Score -139319.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -139323.890625 Penalty: 2540.204590
	Iteration 35Q: 3 clusters Score -139323.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -139326.796875 Penalty: 2540.204590
	Iteration 36Q: 3 clusters Score -139326.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -139328.375000 Penalty: 2540.204590
	Iteration 37Q: 3 clusters Score -139328.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -139329.203125 Penalty: 2540.204590
	Iteration 38Q: 3 clusters Score -139329.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -139330.015625 Penalty: 2540.204590
	Iteration 39Q: 3 clusters Score -139330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -139330.359375 Penalty: 2540.204590
	Iteration 40F: 3 clusters Score -139330.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -139330.984375 Penalty: 2540.204590
	Iteration 41Q: 3 clusters Score -139331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -139331.375000 Penalty: 2540.204590
	Iteration 42Q: 3 clusters Score -139331.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -139332.281250 Penalty: 2540.204590
	Iteration 43Q: 3 clusters Score -139332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -139332.703125 Penalty: 2540.204590
	Iteration 44Q: 3 clusters Score -139332.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -139332.906250 Penalty: 2540.204590
	Iteration 45Q: 3 clusters Score -139332.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -139333.750000 Penalty: 2540.204590
	Iteration 46Q: 3 clusters Score -139333.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -139334.437500 Penalty: 2540.204590
	Iteration 47Q: 3 clusters Score -139334.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -139334.437500 Penalty: 2540.204590
	Iteration 48F: 3 clusters Score -139334.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Entering Unmasked Estep 
Score: -74353.453125 Penalty: 1152.813232
	Iteration 0F: 2 clusters Score -74353.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -72754.062500 Penalty: 2305.626465
	Iteration 0F: 3 clusters Score -72754.06 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -73027.593750 Penalty: 2305.626465
	Iteration 1F: 3 clusters Score -73027.59 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -73100.210938 Penalty: 2305.626465
	Iteration 2F: 3 clusters Score -73100.21 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -73139.382812 Penalty: 2305.626465
	Iteration 3Q: 3 clusters Score -73139.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -73156.523438 Penalty: 2305.626465
	Iteration 4Q: 3 clusters Score -73156.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -73170.218750 Penalty: 2305.626465
	Iteration 5Q: 3 clusters Score -73170.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -73182.429688 Penalty: 2305.626465
	Iteration 6Q: 3 clusters Score -73182.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -73197.796875 Penalty: 2305.626465
	Iteration 7Q: 3 clusters Score -73197.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -73213.531250 Penalty: 2305.626465
	Iteration 8Q: 3 clusters Score -73213.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -73223.921875 Penalty: 2305.626465
	Iteration 9Q: 3 clusters Score -73223.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -73240.820312 Penalty: 2305.626465
	Iteration 10Q: 3 clusters Score -73240.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -73255.929688 Penalty: 2305.626465
	Iteration 11Q: 3 clusters Score -73255.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -73267.796875 Penalty: 2305.626465
	Iteration 12Q: 3 clusters Score -73267.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -73275.062500 Penalty: 2305.626465
	Iteration 13Q: 3 clusters Score -73275.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -73278.812500 Penalty: 2305.626465
	Iteration 14Q: 3 clusters Score -73278.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -73281.039062 Penalty: 2305.626465
	Iteration 15Q: 3 clusters Score -73281.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -73282.484375 Penalty: 2305.626465
	Iteration 16Q: 3 clusters Score -73282.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -73282.765625 Penalty: 2305.626465
	Iteration 17Q: 3 clusters Score -73282.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -73282.765625 Penalty: 2305.626465
	Iteration 18F: 3 clusters Score -73282.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Entering Unmasked Estep 
Score: -323055.000000 Penalty: 1384.108887
	Iteration 0F: 2 clusters Score -323055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -318990.187500 Penalty: 2768.217773
	Iteration 0F: 3 clusters Score -318990.2 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -320059.718750 Penalty: 2768.217773
	Iteration 1F: 3 clusters Score -320059.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -320225.968750 Penalty: 2768.217773
	Iteration 2F: 3 clusters Score -320226 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -320340.468750 Penalty: 2768.217773
	Iteration 3Q: 3 clusters Score -320340.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -320410.031250 Penalty: 2768.217773
	Iteration 4Q: 3 clusters Score -320410 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -320463.718750 Penalty: 2768.217773
	Iteration 5Q: 3 clusters Score -320463.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -320509.593750 Penalty: 2768.217773
	Iteration 6Q: 3 clusters Score -320509.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -320548.218750 Penalty: 2768.217773
	Iteration 7Q: 3 clusters Score -320548.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -320583.937500 Penalty: 2768.217773
	Iteration 8Q: 3 clusters Score -320583.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -320622.781250 Penalty: 2768.217773
	Iteration 9Q: 3 clusters Score -320622.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -320670.218750 Penalty: 2768.217773
	Iteration 10Q: 3 clusters Score -320670.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -320721.687500 Penalty: 2768.217773
	Iteration 11Q: 3 clusters Score -320721.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -320773.906250 Penalty: 2768.217773
	Iteration 12Q: 3 clusters Score -320773.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -320822.843750 Penalty: 2768.217773
	Iteration 13Q: 3 clusters Score -320822.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -320868.312500 Penalty: 2768.217773
	Iteration 14Q: 3 clusters Score -320868.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -320916.250000 Penalty: 2768.217773
	Iteration 15Q: 3 clusters Score -320916.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -320966.218750 Penalty: 2768.217773
	Iteration 16Q: 3 clusters Score -320966.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -321025.343750 Penalty: 2768.217773
	Iteration 17Q: 3 clusters Score -321025.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -321097.156250 Penalty: 2768.217773
	Iteration 18Q: 3 clusters Score -321097.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -321168.562500 Penalty: 2768.217773
	Iteration 19Q: 3 clusters Score -321168.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -321259.031250 Penalty: 2768.217773
	Iteration 20F: 3 clusters Score -321259 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -321346.562500 Penalty: 2768.217773
	Iteration 21Q: 3 clusters Score -321346.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -321412.812500 Penalty: 2768.217773
	Iteration 22Q: 3 clusters Score -321412.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -321467.093750 Penalty: 2768.217773
	Iteration 23Q: 3 clusters Score -321467.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -321517.750000 Penalty: 2768.217773
	Iteration 24Q: 3 clusters Score -321517.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -321573.312500 Penalty: 2768.217773
	Iteration 25Q: 3 clusters Score -321573.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -321631.375000 Penalty: 2768.217773
	Iteration 26Q: 3 clusters Score -321631.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -321674.468750 Penalty: 2768.217773
	Iteration 27Q: 3 clusters Score -321674.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -321710.468750 Penalty: 2768.217773
	Iteration 28Q: 3 clusters Score -321710.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -321729.000000 Penalty: 2768.217773
	Iteration 29Q: 3 clusters Score -321729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -321748.875000 Penalty: 2768.217773
	Iteration 30Q: 3 clusters Score -321748.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -321764.437500 Penalty: 2768.217773
	Iteration 31Q: 3 clusters Score -321764.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -321773.968750 Penalty: 2768.217773
	Iteration 32Q: 3 clusters Score -321774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -321781.843750 Penalty: 2768.217773
	Iteration 33Q: 3 clusters Score -321781.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -321785.000000 Penalty: 2768.217773
	Iteration 34Q: 3 clusters Score -321785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -321791.468750 Penalty: 2768.217773
	Iteration 35Q: 3 clusters Score -321791.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -321795.687500 Penalty: 2768.217773
	Iteration 36Q: 3 clusters Score -321795.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -321799.031250 Penalty: 2768.217773
	Iteration 37Q: 3 clusters Score -321799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -321803.781250 Penalty: 2768.217773
	Iteration 38Q: 3 clusters Score -321803.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -321808.312500 Penalty: 2768.217773
	Iteration 39Q: 3 clusters Score -321808.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -321811.156250 Penalty: 2768.217773
	Iteration 40F: 3 clusters Score -321811.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -321812.968750 Penalty: 2768.217773
	Iteration 41Q: 3 clusters Score -321813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -321816.218750 Penalty: 2768.217773
	Iteration 42Q: 3 clusters Score -321816.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -321816.468750 Penalty: 2768.217773
	Iteration 43Q: 3 clusters Score -321816.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -321817.875000 Penalty: 2768.217773
	Iteration 44Q: 3 clusters Score -321817.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -321819.281250 Penalty: 2768.217773
	Iteration 45Q: 3 clusters Score -321819.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -321820.843750 Penalty: 2768.217773
	Iteration 46Q: 3 clusters Score -321820.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -321820.781250 Penalty: 2768.217773
	Iteration 47Q: 3 clusters Score -321820.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -321820.781250 Penalty: 2768.217773
	Iteration 48F: 3 clusters Score -321820.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Entering Unmasked Estep 
Score: -212377.390625 Penalty: 1334.674561
	Iteration 0F: 2 clusters Score -212377.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -209243.843750 Penalty: 2669.349121
	Iteration 0F: 3 clusters Score -209243.8 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -210056.890625 Penalty: 2669.349121
	Iteration 1F: 3 clusters Score -210056.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -210232.218750 Penalty: 2669.349121
	Iteration 2F: 3 clusters Score -210232.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -210398.312500 Penalty: 2669.349121
	Iteration 3F: 3 clusters Score -210398.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -210508.625000 Penalty: 2669.349121
	Iteration 4Q: 3 clusters Score -210508.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -210586.984375 Penalty: 2669.349121
	Iteration 5Q: 3 clusters Score -210587 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -210664.875000 Penalty: 2669.349121
	Iteration 6Q: 3 clusters Score -210664.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -210744.453125 Penalty: 2669.349121
	Iteration 7Q: 3 clusters Score -210744.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -210814.015625 Penalty: 2669.349121
	Iteration 8Q: 3 clusters Score -210814 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -210888.359375 Penalty: 2669.349121
	Iteration 9Q: 3 clusters Score -210888.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -210974.796875 Penalty: 2669.349121
	Iteration 10Q: 3 clusters Score -210974.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -211057.078125 Penalty: 2669.349121
	Iteration 11Q: 3 clusters Score -211057.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -211129.296875 Penalty: 2669.349121
	Iteration 12Q: 3 clusters Score -211129.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -211196.312500 Penalty: 2669.349121
	Iteration 13Q: 3 clusters Score -211196.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -211260.625000 Penalty: 2669.349121
	Iteration 14Q: 3 clusters Score -211260.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -211313.828125 Penalty: 2669.349121
	Iteration 15Q: 3 clusters Score -211313.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -211351.218750 Penalty: 2669.349121
	Iteration 16Q: 3 clusters Score -211351.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -211384.171875 Penalty: 2669.349121
	Iteration 17Q: 3 clusters Score -211384.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -211417.843750 Penalty: 2669.349121
	Iteration 18Q: 3 clusters Score -211417.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -211443.796875 Penalty: 2669.349121
	Iteration 19Q: 3 clusters Score -211443.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -211475.671875 Penalty: 2669.349121
	Iteration 20F: 3 clusters Score -211475.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -211497.265625 Penalty: 2669.349121
	Iteration 21Q: 3 clusters Score -211497.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -211513.015625 Penalty: 2669.349121
	Iteration 22Q: 3 clusters Score -211513 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -211527.703125 Penalty: 2669.349121
	Iteration 23Q: 3 clusters Score -211527.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -211540.312500 Penalty: 2669.349121
	Iteration 24Q: 3 clusters Score -211540.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -211550.265625 Penalty: 2669.349121
	Iteration 25Q: 3 clusters Score -211550.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -211562.015625 Penalty: 2669.349121
	Iteration 26Q: 3 clusters Score -211562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -211571.234375 Penalty: 2669.349121
	Iteration 27Q: 3 clusters Score -211571.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -211581.859375 Penalty: 2669.349121
	Iteration 28Q: 3 clusters Score -211581.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -211586.625000 Penalty: 2669.349121
	Iteration 29Q: 3 clusters Score -211586.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -211588.375000 Penalty: 2669.349121
	Iteration 30Q: 3 clusters Score -211588.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -211588.812500 Penalty: 2669.349121
	Iteration 31Q: 3 clusters Score -211588.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -211591.421875 Penalty: 2669.349121
	Iteration 32Q: 3 clusters Score -211591.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -211591.953125 Penalty: 2669.349121
	Iteration 33Q: 3 clusters Score -211592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -211592.828125 Penalty: 2669.349121
	Iteration 34Q: 3 clusters Score -211592.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -211594.453125 Penalty: 2669.349121
	Iteration 35Q: 3 clusters Score -211594.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -211596.359375 Penalty: 2669.349121
	Iteration 36Q: 3 clusters Score -211596.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -211599.562500 Penalty: 2669.349121
	Iteration 37Q: 3 clusters Score -211599.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -211602.734375 Penalty: 2669.349121
	Iteration 38Q: 3 clusters Score -211602.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -211607.312500 Penalty: 2669.349121
	Iteration 39Q: 3 clusters Score -211607.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -211608.703125 Penalty: 2669.349121
	Iteration 40F: 3 clusters Score -211608.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -211610.640625 Penalty: 2669.349121
	Iteration 41Q: 3 clusters Score -211610.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -211615.859375 Penalty: 2669.349121
	Iteration 42Q: 3 clusters Score -211615.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -211617.765625 Penalty: 2669.349121
	Iteration 43Q: 3 clusters Score -211617.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -211618.984375 Penalty: 2669.349121
	Iteration 44Q: 3 clusters Score -211619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -211619.578125 Penalty: 2669.349121
	Iteration 45Q: 3 clusters Score -211619.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -211620.562500 Penalty: 2669.349121
	Iteration 46Q: 3 clusters Score -211620.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -211621.234375 Penalty: 2669.349121
	Iteration 47Q: 3 clusters Score -211621.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -211622.781250 Penalty: 2669.349121
	Iteration 48Q: 3 clusters Score -211622.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -211624.250000 Penalty: 2669.349121
	Iteration 49Q: 3 clusters Score -211624.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -211625.515625 Penalty: 2669.349121
	Iteration 50Q: 3 clusters Score -211625.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -211626.343750 Penalty: 2669.349121
	Iteration 51Q: 3 clusters Score -211626.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -211626.343750 Penalty: 2669.349121
	Iteration 52F: 3 clusters Score -211626.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (86184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86184 members 
Entering Unmasked Estep 
Score: -5268344.500000 Penalty: 1846.688965
	Iteration 0F: 2 clusters Score -5268344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -5210800.000000 Penalty: 3693.377930
	Iteration 0F: 3 clusters Score -5210800 nChanged 40988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -5234779.500000 Penalty: 3693.377930
	Iteration 1F: 3 clusters Score -5234780 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52133 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -5236326.000000 Penalty: 3693.377930
	Iteration 2Q: 3 clusters Score -5236326 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56979 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -5239077.000000 Penalty: 3693.377930
	Iteration 3F: 3 clusters Score -5239077 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -5244444.500000 Penalty: 3693.377930
	Iteration 4F: 3 clusters Score -5244444 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72050 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -5252227.500000 Penalty: 3693.377930
	Iteration 5F: 3 clusters Score -5252228 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79517 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -5260023.500000 Penalty: 3693.377930
	Iteration 6F: 3 clusters Score -5260024 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83921 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5264557.000000 Penalty: 3693.377930
	Iteration 7F: 3 clusters Score -5264557 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85480 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5266066.000000 Penalty: 3693.377930
	Iteration 8Q: 3 clusters Score -5266066 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85859 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5266470.000000 Penalty: 3693.377930
	Iteration 9Q: 3 clusters Score -5266470 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85950 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5266608.000000 Penalty: 3693.377930
	Iteration 10Q: 3 clusters Score -5266608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85977 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5266654.500000 Penalty: 3693.377930
	Iteration 11Q: 3 clusters Score -5266654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85987 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5266678.000000 Penalty: 3693.377930
	Iteration 12Q: 3 clusters Score -5266678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85989 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5266699.000000 Penalty: 3693.377930
	Iteration 13Q: 3 clusters Score -5266699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85992 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5266716.500000 Penalty: 3693.377930
	Iteration 14Q: 3 clusters Score -5266716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85999 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5266735.500000 Penalty: 3693.377930
	Iteration 15Q: 3 clusters Score -5266736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85997 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5266736.000000 Penalty: 3693.377930
	Iteration 16Q: 3 clusters Score -5266736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85996 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5266741.000000 Penalty: 3693.377930
	Iteration 17Q: 3 clusters Score -5266741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85995 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5266740.500000 Penalty: 3693.377930
	Iteration 18Q: 3 clusters Score -5266740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85997 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5266743.000000 Penalty: 3693.377930
	Iteration 19Q: 3 clusters Score -5266743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85997 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5266747.500000 Penalty: 3693.377930
	Iteration 20F: 3 clusters Score -5266748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Entering Unmasked Estep 
Score: -382372.156250 Penalty: 1424.867920
	Iteration 0F: 2 clusters Score -382372.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -377395.312500 Penalty: 2849.735840
	Iteration 0F: 3 clusters Score -377395.3 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -378938.312500 Penalty: 2849.735840
	Iteration 1F: 3 clusters Score -378938.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -379184.812500 Penalty: 2849.735840
	Iteration 2F: 3 clusters Score -379184.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -379357.281250 Penalty: 2849.735840
	Iteration 3F: 3 clusters Score -379357.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -379493.187500 Penalty: 2849.735840
	Iteration 4Q: 3 clusters Score -379493.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -379599.906250 Penalty: 2849.735840
	Iteration 5Q: 3 clusters Score -379599.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -379694.875000 Penalty: 2849.735840
	Iteration 6Q: 3 clusters Score -379694.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -379784.968750 Penalty: 2849.735840
	Iteration 7Q: 3 clusters Score -379785 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -379912.500000 Penalty: 2849.735840
	Iteration 8Q: 3 clusters Score -379912.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -380053.625000 Penalty: 2849.735840
	Iteration 9Q: 3 clusters Score -380053.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -380203.750000 Penalty: 2849.735840
	Iteration 10Q: 3 clusters Score -380203.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -380350.593750 Penalty: 2849.735840
	Iteration 11Q: 3 clusters Score -380350.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -380469.406250 Penalty: 2849.735840
	Iteration 12Q: 3 clusters Score -380469.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -380582.500000 Penalty: 2849.735840
	Iteration 13Q: 3 clusters Score -380582.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -380674.406250 Penalty: 2849.735840
	Iteration 14Q: 3 clusters Score -380674.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -380739.406250 Penalty: 2849.735840
	Iteration 15Q: 3 clusters Score -380739.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -380791.343750 Penalty: 2849.735840
	Iteration 16Q: 3 clusters Score -380791.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -380833.281250 Penalty: 2849.735840
	Iteration 17Q: 3 clusters Score -380833.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -380864.937500 Penalty: 2849.735840
	Iteration 18Q: 3 clusters Score -380864.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -380887.875000 Penalty: 2849.735840
	Iteration 19Q: 3 clusters Score -380887.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -380900.750000 Penalty: 2849.735840
	Iteration 20F: 3 clusters Score -380900.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -380909.687500 Penalty: 2849.735840
	Iteration 21Q: 3 clusters Score -380909.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -380917.937500 Penalty: 2849.735840
	Iteration 22Q: 3 clusters Score -380917.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -380922.687500 Penalty: 2849.735840
	Iteration 23Q: 3 clusters Score -380922.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -380928.156250 Penalty: 2849.735840
	Iteration 24Q: 3 clusters Score -380928.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -380934.156250 Penalty: 2849.735840
	Iteration 25Q: 3 clusters Score -380934.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -380938.812500 Penalty: 2849.735840
	Iteration 26Q: 3 clusters Score -380938.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -380944.937500 Penalty: 2849.735840
	Iteration 27Q: 3 clusters Score -380944.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -380949.875000 Penalty: 2849.735840
	Iteration 28Q: 3 clusters Score -380949.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -380955.843750 Penalty: 2849.735840
	Iteration 29Q: 3 clusters Score -380955.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -380961.937500 Penalty: 2849.735840
	Iteration 30Q: 3 clusters Score -380961.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -380969.906250 Penalty: 2849.735840
	Iteration 31Q: 3 clusters Score -380969.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -380979.562500 Penalty: 2849.735840
	Iteration 32Q: 3 clusters Score -380979.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -380987.968750 Penalty: 2849.735840
	Iteration 33Q: 3 clusters Score -380988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -380992.250000 Penalty: 2849.735840
	Iteration 34Q: 3 clusters Score -380992.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -380997.062500 Penalty: 2849.735840
	Iteration 35Q: 3 clusters Score -380997.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -381002.625000 Penalty: 2849.735840
	Iteration 36Q: 3 clusters Score -381002.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -381007.750000 Penalty: 2849.735840
	Iteration 37Q: 3 clusters Score -381007.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -381011.625000 Penalty: 2849.735840
	Iteration 38Q: 3 clusters Score -381011.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -381016.406250 Penalty: 2849.735840
	Iteration 39Q: 3 clusters Score -381016.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -381023.218750 Penalty: 2849.735840
	Iteration 40F: 3 clusters Score -381023.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -381028.625000 Penalty: 2849.735840
	Iteration 41Q: 3 clusters Score -381028.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -381033.031250 Penalty: 2849.735840
	Iteration 42Q: 3 clusters Score -381033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -381035.500000 Penalty: 2849.735840
	Iteration 43Q: 3 clusters Score -381035.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -381038.593750 Penalty: 2849.735840
	Iteration 44Q: 3 clusters Score -381038.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -381041.156250 Penalty: 2849.735840
	Iteration 45Q: 3 clusters Score -381041.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -381043.812500 Penalty: 2849.735840
	Iteration 46Q: 3 clusters Score -381043.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -381045.968750 Penalty: 2849.735840
	Iteration 47Q: 3 clusters Score -381046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -381049.500000 Penalty: 2849.735840
	Iteration 48Q: 3 clusters Score -381049.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -381052.718750 Penalty: 2849.735840
	Iteration 49Q: 3 clusters Score -381052.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -381056.093750 Penalty: 2849.735840
	Iteration 50Q: 3 clusters Score -381056.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -381062.375000 Penalty: 2849.735840
	Iteration 51Q: 3 clusters Score -381062.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -381067.343750 Penalty: 2849.735840
	Iteration 52Q: 3 clusters Score -381067.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -381073.375000 Penalty: 2849.735840
	Iteration 53Q: 3 clusters Score -381073.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -381078.000000 Penalty: 2849.735840
	Iteration 54Q: 3 clusters Score -381078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -381080.937500 Penalty: 2849.735840
	Iteration 55Q: 3 clusters Score -381080.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -381084.375000 Penalty: 2849.735840
	Iteration 56Q: 3 clusters Score -381084.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -381087.843750 Penalty: 2849.735840
	Iteration 57Q: 3 clusters Score -381087.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -381092.343750 Penalty: 2849.735840
	Iteration 58Q: 3 clusters Score -381092.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -381095.468750 Penalty: 2849.735840
	Iteration 59Q: 3 clusters Score -381095.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -381098.656250 Penalty: 2849.735840
	Iteration 60F: 3 clusters Score -381098.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -381100.156250 Penalty: 2849.735840
	Iteration 61Q: 3 clusters Score -381100.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -381102.562500 Penalty: 2849.735840
	Iteration 62Q: 3 clusters Score -381102.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -381104.312500 Penalty: 2849.735840
	Iteration 63Q: 3 clusters Score -381104.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -381106.468750 Penalty: 2849.735840
	Iteration 64Q: 3 clusters Score -381106.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -381107.875000 Penalty: 2849.735840
	Iteration 65Q: 3 clusters Score -381107.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -381108.125000 Penalty: 2849.735840
	Iteration 66Q: 3 clusters Score -381108.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -381109.687500 Penalty: 2849.735840
	Iteration 67Q: 3 clusters Score -381109.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -381110.593750 Penalty: 2849.735840
	Iteration 68Q: 3 clusters Score -381110.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -381112.718750 Penalty: 2849.735840
	Iteration 69Q: 3 clusters Score -381112.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -381116.250000 Penalty: 2849.735840
	Iteration 70Q: 3 clusters Score -381116.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -381117.968750 Penalty: 2849.735840
	Iteration 71Q: 3 clusters Score -381118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -381120.625000 Penalty: 2849.735840
	Iteration 72Q: 3 clusters Score -381120.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -381120.812500 Penalty: 2849.735840
	Iteration 73Q: 3 clusters Score -381120.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -381121.218750 Penalty: 2849.735840
	Iteration 74Q: 3 clusters Score -381121.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -381123.156250 Penalty: 2849.735840
	Iteration 75Q: 3 clusters Score -381123.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -381122.937500 Penalty: 2849.735840
	Iteration 76Q: 3 clusters Score -381122.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -381124.000000 Penalty: 2849.735840
	Iteration 77Q: 3 clusters Score -381124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -381124.906250 Penalty: 2849.735840
	Iteration 78Q: 3 clusters Score -381124.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -381125.468750 Penalty: 2849.735840
	Iteration 79Q: 3 clusters Score -381125.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -381126.062500 Penalty: 2849.735840
	Iteration 80F: 3 clusters Score -381126.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Entering Unmasked Estep 
Score: -739390.500000 Penalty: 1528.753662
	Iteration 0F: 2 clusters Score -739390.5 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 6139 members 
Entering Unmasked Estep 
Score: -730759.687500 Penalty: 3057.507324
	Iteration 0F: 3 clusters Score -730759.7 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -733795.437500 Penalty: 3057.507324
	Iteration 1F: 3 clusters Score -733795.4 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -734137.687500 Penalty: 3057.507324
	Iteration 2F: 3 clusters Score -734137.7 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -734501.000000 Penalty: 3057.507324
	Iteration 3F: 3 clusters Score -734501 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -734838.437500 Penalty: 3057.507324
	Iteration 4F: 3 clusters Score -734838.4 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -735172.500000 Penalty: 3057.507324
	Iteration 5F: 3 clusters Score -735172.5 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -735480.500000 Penalty: 3057.507324
	Iteration 6Q: 3 clusters Score -735480.5 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -735809.187500 Penalty: 3057.507324
	Iteration 7Q: 3 clusters Score -735809.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -736143.875000 Penalty: 3057.507324
	Iteration 8Q: 3 clusters Score -736143.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -736494.500000 Penalty: 3057.507324
	Iteration 9Q: 3 clusters Score -736494.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -736823.625000 Penalty: 3057.507324
	Iteration 10Q: 3 clusters Score -736823.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -737069.000000 Penalty: 3057.507324
	Iteration 11Q: 3 clusters Score -737069 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -737299.687500 Penalty: 3057.507324
	Iteration 12Q: 3 clusters Score -737299.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -737532.937500 Penalty: 3057.507324
	Iteration 13Q: 3 clusters Score -737532.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -737746.000000 Penalty: 3057.507324
	Iteration 14Q: 3 clusters Score -737746 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -737912.000000 Penalty: 3057.507324
	Iteration 15Q: 3 clusters Score -737912 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -738103.437500 Penalty: 3057.507324
	Iteration 16Q: 3 clusters Score -738103.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -738265.062500 Penalty: 3057.507324
	Iteration 17Q: 3 clusters Score -738265.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -738358.750000 Penalty: 3057.507324
	Iteration 18Q: 3 clusters Score -738358.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -738410.250000 Penalty: 3057.507324
	Iteration 19Q: 3 clusters Score -738410.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -738444.750000 Penalty: 3057.507324
	Iteration 20F: 3 clusters Score -738444.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -738464.937500 Penalty: 3057.507324
	Iteration 21Q: 3 clusters Score -738464.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -738482.000000 Penalty: 3057.507324
	Iteration 22Q: 3 clusters Score -738482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -738496.625000 Penalty: 3057.507324
	Iteration 23Q: 3 clusters Score -738496.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -738503.062500 Penalty: 3057.507324
	Iteration 24Q: 3 clusters Score -738503.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -738509.812500 Penalty: 3057.507324
	Iteration 25Q: 3 clusters Score -738509.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -738512.000000 Penalty: 3057.507324
	Iteration 26Q: 3 clusters Score -738512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -738512.687500 Penalty: 3057.507324
	Iteration 27Q: 3 clusters Score -738512.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -738512.000000 Penalty: 3057.507324
	Iteration 28Q: 3 clusters Score -738512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -738514.062500 Penalty: 3057.507324
	Iteration 29Q: 3 clusters Score -738514.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -738513.000000 Penalty: 3057.507324
	Iteration 30Q: 3 clusters Score -738513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -738513.000000 Penalty: 3057.507324
	Iteration 31F: 3 clusters Score -738513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Entering Unmasked Estep 
Score: -245109.703125 Penalty: 1352.507446
	Iteration 0F: 2 clusters Score -245109.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -241696.281250 Penalty: 2705.014893
	Iteration 0F: 3 clusters Score -241696.3 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -242681.703125 Penalty: 2705.014893
	Iteration 1F: 3 clusters Score -242681.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -242961.796875 Penalty: 2705.014893
	Iteration 2F: 3 clusters Score -242961.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -243152.093750 Penalty: 2705.014893
	Iteration 3F: 3 clusters Score -243152.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -243307.078125 Penalty: 2705.014893
	Iteration 4F: 3 clusters Score -243307.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -243420.640625 Penalty: 2705.014893
	Iteration 5Q: 3 clusters Score -243420.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -243559.656250 Penalty: 2705.014893
	Iteration 6Q: 3 clusters Score -243559.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -243702.453125 Penalty: 2705.014893
	Iteration 7Q: 3 clusters Score -243702.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -243885.343750 Penalty: 2705.014893
	Iteration 8Q: 3 clusters Score -243885.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -244074.343750 Penalty: 2705.014893
	Iteration 9Q: 3 clusters Score -244074.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -244310.015625 Penalty: 2705.014893
	Iteration 10Q: 3 clusters Score -244310 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -244572.296875 Penalty: 2705.014893
	Iteration 11Q: 3 clusters Score -244572.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -244758.171875 Penalty: 2705.014893
	Iteration 12Q: 3 clusters Score -244758.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -244865.093750 Penalty: 2705.014893
	Iteration 13Q: 3 clusters Score -244865.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -244943.484375 Penalty: 2705.014893
	Iteration 14Q: 3 clusters Score -244943.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -244981.531250 Penalty: 2705.014893
	Iteration 15Q: 3 clusters Score -244981.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -244993.968750 Penalty: 2705.014893
	Iteration 16Q: 3 clusters Score -244994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -245002.375000 Penalty: 2705.014893
	Iteration 17Q: 3 clusters Score -245002.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -245006.250000 Penalty: 2705.014893
	Iteration 18Q: 3 clusters Score -245006.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -245007.125000 Penalty: 2705.014893
	Iteration 19Q: 3 clusters Score -245007.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -245008.031250 Penalty: 2705.014893
	Iteration 20F: 3 clusters Score -245008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -245008.781250 Penalty: 2705.014893
	Iteration 21Q: 3 clusters Score -245008.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -245008.781250 Penalty: 2705.014893
	Iteration 22F: 3 clusters Score -245008.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (89062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89062 members 
Entering Unmasked Estep 
Score: -5694750.000000 Penalty: 1852.026855
	Iteration 0F: 2 clusters Score -5694750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -5635537.500000 Penalty: 3704.053711
	Iteration 0F: 3 clusters Score -5635538 nChanged 42179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -5660108.000000 Penalty: 3704.053711
	Iteration 1F: 3 clusters Score -5660108 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -5660879.500000 Penalty: 3704.053711
	Iteration 2Q: 3 clusters Score -5660880 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -5661769.000000 Penalty: 3704.053711
	Iteration 3Q: 3 clusters Score -5661769 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -5662803.000000 Penalty: 3704.053711
	Iteration 4Q: 3 clusters Score -5662803 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -5664160.500000 Penalty: 3704.053711
	Iteration 5Q: 3 clusters Score -5664160 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -5665836.500000 Penalty: 3704.053711
	Iteration 6Q: 3 clusters Score -5665836 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -5667897.000000 Penalty: 3704.053711
	Iteration 7Q: 3 clusters Score -5667897 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -5670611.000000 Penalty: 3704.053711
	Iteration 8F: 3 clusters Score -5670611 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 49914 members 
Entering Unmasked Estep 
Score: -5673985.500000 Penalty: 3704.053711
	Iteration 9F: 3 clusters Score -5673986 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -5677185.500000 Penalty: 3704.053711
	Iteration 10F: 3 clusters Score -5677186 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -5679343.500000 Penalty: 3704.053711
	Iteration 11Q: 3 clusters Score -5679344 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -5680361.500000 Penalty: 3704.053711
	Iteration 12Q: 3 clusters Score -5680362 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -5680888.000000 Penalty: 3704.053711
	Iteration 13Q: 3 clusters Score -5680888 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -5681207.500000 Penalty: 3704.053711
	Iteration 14Q: 3 clusters Score -5681208 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -5681524.000000 Penalty: 3704.053711
	Iteration 15Q: 3 clusters Score -5681524 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -5681875.500000 Penalty: 3704.053711
	Iteration 16Q: 3 clusters Score -5681876 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 59143 members 
Entering Unmasked Estep 
Score: -5682287.500000 Penalty: 3704.053711
	Iteration 17Q: 3 clusters Score -5682288 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -5682713.500000 Penalty: 3704.053711
	Iteration 18Q: 3 clusters Score -5682714 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 61949 members 
Entering Unmasked Estep 
Score: -5683231.500000 Penalty: 3704.053711
	Iteration 19Q: 3 clusters Score -5683232 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -5683673.500000 Penalty: 3704.053711
	Iteration 20F: 3 clusters Score -5683674 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 64741 members 
Entering Unmasked Estep 
Score: -5684141.000000 Penalty: 3704.053711
	Iteration 21Q: 3 clusters Score -5684141 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 66164 members 
Entering Unmasked Estep 
Score: -5684631.500000 Penalty: 3704.053711
	Iteration 22Q: 3 clusters Score -5684632 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 67528 members 
Entering Unmasked Estep 
Score: -5685136.000000 Penalty: 3704.053711
	Iteration 23Q: 3 clusters Score -5685136 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 68870 members 
Entering Unmasked Estep 
Score: -5685627.000000 Penalty: 3704.053711
	Iteration 24Q: 3 clusters Score -5685627 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 70203 members 
Entering Unmasked Estep 
Score: -5686158.000000 Penalty: 3704.053711
	Iteration 25Q: 3 clusters Score -5686158 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 71490 members 
Entering Unmasked Estep 
Score: -5686740.500000 Penalty: 3704.053711
	Iteration 26Q: 3 clusters Score -5686740 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 72760 members 
Entering Unmasked Estep 
Score: -5687305.000000 Penalty: 3704.053711
	Iteration 27Q: 3 clusters Score -5687305 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 73975 members 
Entering Unmasked Estep 
Score: -5687846.500000 Penalty: 3704.053711
	Iteration 28Q: 3 clusters Score -5687846 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 75116 members 
Entering Unmasked Estep 
Score: -5688323.000000 Penalty: 3704.053711
	Iteration 29Q: 3 clusters Score -5688323 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 76199 members 
Entering Unmasked Estep 
Score: -5688836.500000 Penalty: 3704.053711
	Iteration 30Q: 3 clusters Score -5688836 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 77154 members 
Entering Unmasked Estep 
Score: -5689286.500000 Penalty: 3704.053711
	Iteration 31Q: 3 clusters Score -5689286 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 78019 members 
Entering Unmasked Estep 
Score: -5689705.500000 Penalty: 3704.053711
	Iteration 32Q: 3 clusters Score -5689706 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 78781 members 
Entering Unmasked Estep 
Score: -5690077.500000 Penalty: 3704.053711
	Iteration 33Q: 3 clusters Score -5690078 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 79522 members 
Entering Unmasked Estep 
Score: -5690446.500000 Penalty: 3704.053711
	Iteration 34Q: 3 clusters Score -5690446 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 80206 members 
Entering Unmasked Estep 
Score: -5690718.500000 Penalty: 3704.053711
	Iteration 35Q: 3 clusters Score -5690718 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 80841 members 
Entering Unmasked Estep 
Score: -5690980.000000 Penalty: 3704.053711
	Iteration 36Q: 3 clusters Score -5690980 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 81417 members 
Entering Unmasked Estep 
Score: -5691232.000000 Penalty: 3704.053711
	Iteration 37Q: 3 clusters Score -5691232 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 81954 members 
Entering Unmasked Estep 
Score: -5691452.000000 Penalty: 3704.053711
	Iteration 38Q: 3 clusters Score -5691452 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 82473 members 
Entering Unmasked Estep 
Score: -5691645.000000 Penalty: 3704.053711
	Iteration 39Q: 3 clusters Score -5691645 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 82927 members 
Entering Unmasked Estep 
Score: -5691803.000000 Penalty: 3704.053711
	Iteration 40F: 3 clusters Score -5691803 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 83391 members 
Entering Unmasked Estep 
Score: -5691989.000000 Penalty: 3704.053711
	Iteration 41Q: 3 clusters Score -5691989 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 83875 members 
Entering Unmasked Estep 
Score: -5692184.500000 Penalty: 3704.053711
	Iteration 42Q: 3 clusters Score -5692184 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 84331 members 
Entering Unmasked Estep 
Score: -5692366.000000 Penalty: 3704.053711
	Iteration 43Q: 3 clusters Score -5692366 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 84781 members 
Entering Unmasked Estep 
Score: -5692539.000000 Penalty: 3704.053711
	Iteration 44Q: 3 clusters Score -5692539 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 85193 members 
Entering Unmasked Estep 
Score: -5692702.000000 Penalty: 3704.053711
	Iteration 45Q: 3 clusters Score -5692702 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 85551 members 
Entering Unmasked Estep 
Score: -5692855.000000 Penalty: 3704.053711
	Iteration 46Q: 3 clusters Score -5692855 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 85856 members 
Entering Unmasked Estep 
Score: -5692947.500000 Penalty: 3704.053711
	Iteration 47Q: 3 clusters Score -5692948 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 86084 members 
Entering Unmasked Estep 
Score: -5693058.500000 Penalty: 3704.053711
	Iteration 48Q: 3 clusters Score -5693058 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 86274 members 
Entering Unmasked Estep 
Score: -5693111.000000 Penalty: 3704.053711
	Iteration 49Q: 3 clusters Score -5693111 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 86412 members 
Entering Unmasked Estep 
Score: -5693145.000000 Penalty: 3704.053711
	Iteration 50Q: 3 clusters Score -5693145 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 86534 members 
Entering Unmasked Estep 
Score: -5693154.000000 Penalty: 3704.053711
	Iteration 51Q: 3 clusters Score -5693154 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 86641 members 
Entering Unmasked Estep 
Score: -5693192.500000 Penalty: 3704.053711
	Iteration 52Q: 3 clusters Score -5693192 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 86744 members 
Entering Unmasked Estep 
Score: -5693190.000000 Penalty: 3704.053711
	Iteration 53Q: 3 clusters Score -5693190 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 86860 members 
Entering Unmasked Estep 
Score: -5693229.500000 Penalty: 3704.053711
	Iteration 54Q: 3 clusters Score -5693230 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 86947 members 
Entering Unmasked Estep 
Score: -5693255.000000 Penalty: 3704.053711
	Iteration 55Q: 3 clusters Score -5693255 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 87019 members 
Entering Unmasked Estep 
Score: -5693279.000000 Penalty: 3704.053711
	Iteration 56Q: 3 clusters Score -5693279 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 87079 members 
Entering Unmasked Estep 
Score: -5693278.000000 Penalty: 3704.053711
	Iteration 57Q: 3 clusters Score -5693278 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 87123 members 
Entering Unmasked Estep 
Score: -5693303.500000 Penalty: 3704.053711
	Iteration 58Q: 3 clusters Score -5693304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 87157 members 
Entering Unmasked Estep 
Score: -5693301.000000 Penalty: 3704.053711
	Iteration 59Q: 3 clusters Score -5693301 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 87179 members 
Entering Unmasked Estep 
Score: -5693306.500000 Penalty: 3704.053711
	Iteration 60F: 3 clusters Score -5693306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 87196 members 
Entering Unmasked Estep 
Score: -5693304.000000 Penalty: 3704.053711
	Iteration 61Q: 3 clusters Score -5693304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 87212 members 
Entering Unmasked Estep 
Score: -5693306.000000 Penalty: 3704.053711
	Iteration 62Q: 3 clusters Score -5693306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 87221 members 
Entering Unmasked Estep 
Score: -5693311.500000 Penalty: 3704.053711
	Iteration 63Q: 3 clusters Score -5693312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 87236 members 
Entering Unmasked Estep 
Score: -5693317.000000 Penalty: 3704.053711
	Iteration 64Q: 3 clusters Score -5693317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 87247 members 
Entering Unmasked Estep 
Score: -5693316.500000 Penalty: 3704.053711
	Iteration 65Q: 3 clusters Score -5693316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 87260 members 
Entering Unmasked Estep 
Score: -5693320.500000 Penalty: 3704.053711
	Iteration 66Q: 3 clusters Score -5693320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 87267 members 
Entering Unmasked Estep 
Score: -5693325.000000 Penalty: 3704.053711
	Iteration 67Q: 3 clusters Score -5693325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 87279 members 
Entering Unmasked Estep 
Score: -5693325.500000 Penalty: 3704.053711
	Iteration 68Q: 3 clusters Score -5693326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 87292 members 
Entering Unmasked Estep 
Score: -5693327.000000 Penalty: 3704.053711
	Iteration 69Q: 3 clusters Score -5693327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 87305 members 
Entering Unmasked Estep 
Score: -5693341.500000 Penalty: 3704.053711
	Iteration 70Q: 3 clusters Score -5693342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 87316 members 
Entering Unmasked Estep 
Score: -5693344.000000 Penalty: 3704.053711
	Iteration 71Q: 3 clusters Score -5693344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 87324 members 
Entering Unmasked Estep 
Score: -5693349.000000 Penalty: 3704.053711
	Iteration 72Q: 3 clusters Score -5693349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 87330 members 
Entering Unmasked Estep 
Score: -5693352.500000 Penalty: 3704.053711
	Iteration 73Q: 3 clusters Score -5693352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 87335 members 
Entering Unmasked Estep 
Score: -5693349.000000 Penalty: 3704.053711
	Iteration 74Q: 3 clusters Score -5693349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 87341 members 
Entering Unmasked Estep 
Score: -5693353.000000 Penalty: 3704.053711
	Iteration 75Q: 3 clusters Score -5693353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 87346 members 
Entering Unmasked Estep 
Score: -5693351.000000 Penalty: 3704.053711
	Iteration 76Q: 3 clusters Score -5693351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 87349 members 
Entering Unmasked Estep 
Score: -5693345.500000 Penalty: 3704.053711
	Iteration 77Q: 3 clusters Score -5693346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 87354 members 
Entering Unmasked Estep 
Score: -5693352.500000 Penalty: 3704.053711
	Iteration 78Q: 3 clusters Score -5693352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 87358 members 
Entering Unmasked Estep 
Score: -5693350.500000 Penalty: 3704.053711
	Iteration 79Q: 3 clusters Score -5693350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 87363 members 
Entering Unmasked Estep 
Score: -5693345.500000 Penalty: 3704.053711
	Iteration 80F: 3 clusters Score -5693346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 87371 members 
Entering Unmasked Estep 
Score: -5693345.000000 Penalty: 3704.053711
	Iteration 81Q: 3 clusters Score -5693345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 87380 members 
Entering Unmasked Estep 
Score: -5693342.000000 Penalty: 3704.053711
	Iteration 82Q: 3 clusters Score -5693342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 87384 members 
Entering Unmasked Estep 
Score: -5693352.000000 Penalty: 3704.053711
	Iteration 83Q: 3 clusters Score -5693352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 87396 members 
Entering Unmasked Estep 
Score: -5693358.500000 Penalty: 3704.053711
	Iteration 84Q: 3 clusters Score -5693358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 87406 members 
Entering Unmasked Estep 
Score: -5693355.500000 Penalty: 3704.053711
	Iteration 85Q: 3 clusters Score -5693356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 87415 members 
Entering Unmasked Estep 
Score: -5693354.000000 Penalty: 3704.053711
	Iteration 86Q: 3 clusters Score -5693354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 87426 members 
Entering Unmasked Estep 
Score: -5693352.000000 Penalty: 3704.053711
	Iteration 87Q: 3 clusters Score -5693352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 87434 members 
Entering Unmasked Estep 
Score: -5693357.000000 Penalty: 3704.053711
	Iteration 88Q: 3 clusters Score -5693357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 87444 members 
Entering Unmasked Estep 
Score: -5693361.500000 Penalty: 3704.053711
	Iteration 89Q: 3 clusters Score -5693362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 87455 members 
Entering Unmasked Estep 
Score: -5693361.000000 Penalty: 3704.053711
	Iteration 90Q: 3 clusters Score -5693361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 87464 members 
Entering Unmasked Estep 
Score: -5693367.500000 Penalty: 3704.053711
	Iteration 91Q: 3 clusters Score -5693368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 87475 members 
Entering Unmasked Estep 
Score: -5693371.000000 Penalty: 3704.053711
	Iteration 92Q: 3 clusters Score -5693371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 87490 members 
Entering Unmasked Estep 
Score: -5693380.500000 Penalty: 3704.053711
	Iteration 93Q: 3 clusters Score -5693380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 87502 members 
Entering Unmasked Estep 
Score: -5693383.000000 Penalty: 3704.053711
	Iteration 94Q: 3 clusters Score -5693383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 87509 members 
Entering Unmasked Estep 
Score: -5693385.000000 Penalty: 3704.053711
	Iteration 95Q: 3 clusters Score -5693385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 87511 members 
Entering Unmasked Estep 
Score: -5693382.500000 Penalty: 3704.053711
	Iteration 96Q: 3 clusters Score -5693382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 87518 members 
Entering Unmasked Estep 
Score: -5693383.500000 Penalty: 3704.053711
	Iteration 97Q: 3 clusters Score -5693384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 87525 members 
Entering Unmasked Estep 
Score: -5693380.000000 Penalty: 3704.053711
	Iteration 98Q: 3 clusters Score -5693380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 87535 members 
Entering Unmasked Estep 
Score: -5693378.500000 Penalty: 3704.053711
	Iteration 99Q: 3 clusters Score -5693378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 87546 members 
Entering Unmasked Estep 
Score: -5693392.000000 Penalty: 3704.053711
	Iteration 100F: 3 clusters Score -5693392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 87553 members 
Entering Unmasked Estep 
Score: -5693396.500000 Penalty: 3704.053711
	Iteration 101Q: 3 clusters Score -5693396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 87562 members 
Entering Unmasked Estep 
Score: -5693396.000000 Penalty: 3704.053711
	Iteration 102Q: 3 clusters Score -5693396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 87568 members 
Entering Unmasked Estep 
Score: -5693403.000000 Penalty: 3704.053711
	Iteration 103Q: 3 clusters Score -5693403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 87571 members 
Entering Unmasked Estep 
Score: -5693402.000000 Penalty: 3704.053711
	Iteration 104Q: 3 clusters Score -5693402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 87573 members 
Entering Unmasked Estep 
Score: -5693397.500000 Penalty: 3704.053711
	Iteration 105Q: 3 clusters Score -5693398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 87576 members 
Entering Unmasked Estep 
Score: -5693404.000000 Penalty: 3704.053711
	Iteration 106Q: 3 clusters Score -5693404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 87580 members 
Entering Unmasked Estep 
Score: -5693401.500000 Penalty: 3704.053711
	Iteration 107Q: 3 clusters Score -5693402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 87585 members 
Entering Unmasked Estep 
Score: -5693402.500000 Penalty: 3704.053711
	Iteration 108Q: 3 clusters Score -5693402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 87588 members 
Entering Unmasked Estep 
Score: -5693406.000000 Penalty: 3704.053711
	Iteration 109Q: 3 clusters Score -5693406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 87593 members 
Entering Unmasked Estep 
Score: -5693403.500000 Penalty: 3704.053711
	Iteration 110Q: 3 clusters Score -5693404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 87597 members 
Entering Unmasked Estep 
Score: -5693413.000000 Penalty: 3704.053711
	Iteration 111Q: 3 clusters Score -5693413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 87600 members 
Entering Unmasked Estep 
Score: -5693408.500000 Penalty: 3704.053711
	Iteration 112Q: 3 clusters Score -5693408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 87601 members 
Entering Unmasked Estep 
Score: -5693412.500000 Penalty: 3704.053711
	Iteration 113Q: 3 clusters Score -5693412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 87605 members 
Entering Unmasked Estep 
Score: -5693409.500000 Penalty: 3704.053711
	Iteration 114Q: 3 clusters Score -5693410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 87611 members 
Entering Unmasked Estep 
Score: -5693407.000000 Penalty: 3704.053711
	Iteration 115Q: 3 clusters Score -5693407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 87614 members 
Entering Unmasked Estep 
Score: -5693413.500000 Penalty: 3704.053711
	Iteration 116Q: 3 clusters Score -5693414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 87615 members 
Entering Unmasked Estep 
Score: -5693415.000000 Penalty: 3704.053711
	Iteration 117Q: 3 clusters Score -5693415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 87617 members 
Entering Unmasked Estep 
Score: -5693412.500000 Penalty: 3704.053711
	Iteration 118Q: 3 clusters Score -5693412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 87620 members 
Entering Unmasked Estep 
Score: -5693419.000000 Penalty: 3704.053711
	Iteration 119Q: 3 clusters Score -5693419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 87624 members 
Entering Unmasked Estep 
Score: -5693423.000000 Penalty: 3704.053711
	Iteration 120F: 3 clusters Score -5693423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 87626 members 
Entering Unmasked Estep 
Score: -5693422.500000 Penalty: 3704.053711
	Iteration 121Q: 3 clusters Score -5693422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 87631 members 
Entering Unmasked Estep 
Score: -5693423.000000 Penalty: 3704.053711
	Iteration 122Q: 3 clusters Score -5693423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 87637 members 
Entering Unmasked Estep 
Score: -5693419.000000 Penalty: 3704.053711
	Iteration 123Q: 3 clusters Score -5693419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 87644 members 
Entering Unmasked Estep 
Score: -5693426.000000 Penalty: 3704.053711
	Iteration 124Q: 3 clusters Score -5693426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 87650 members 
Entering Unmasked Estep 
Score: -5693427.500000 Penalty: 3704.053711
	Iteration 125Q: 3 clusters Score -5693428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 87657 members 
Entering Unmasked Estep 
Score: -5693428.000000 Penalty: 3704.053711
	Iteration 126Q: 3 clusters Score -5693428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 87658 members 
Entering Unmasked Estep 
Score: -5693426.000000 Penalty: 3704.053711
	Iteration 127Q: 3 clusters Score -5693426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 87658 members 
Entering Unmasked Estep 
Score: -5693426.000000 Penalty: 3704.053711
	Iteration 128F: 3 clusters Score -5693426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Entering Unmasked Estep 
Score: -378020.812500 Penalty: 1420.200684
	Iteration 0F: 2 clusters Score -378020.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -373306.937500 Penalty: 2840.401367
	Iteration 0F: 3 clusters Score -373306.9 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -374728.343750 Penalty: 2840.401367
	Iteration 1F: 3 clusters Score -374728.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -374907.562500 Penalty: 2840.401367
	Iteration 2F: 3 clusters Score -374907.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -375011.750000 Penalty: 2840.401367
	Iteration 3Q: 3 clusters Score -375011.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -375090.375000 Penalty: 2840.401367
	Iteration 4Q: 3 clusters Score -375090.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -375168.281250 Penalty: 2840.401367
	Iteration 5Q: 3 clusters Score -375168.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -375251.062500 Penalty: 2840.401367
	Iteration 6Q: 3 clusters Score -375251.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -375312.500000 Penalty: 2840.401367
	Iteration 7Q: 3 clusters Score -375312.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -375370.562500 Penalty: 2840.401367
	Iteration 8Q: 3 clusters Score -375370.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -375428.093750 Penalty: 2840.401367
	Iteration 9Q: 3 clusters Score -375428.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -375499.093750 Penalty: 2840.401367
	Iteration 10Q: 3 clusters Score -375499.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -375607.437500 Penalty: 2840.401367
	Iteration 11Q: 3 clusters Score -375607.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -375736.750000 Penalty: 2840.401367
	Iteration 12Q: 3 clusters Score -375736.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -375860.312500 Penalty: 2840.401367
	Iteration 13Q: 3 clusters Score -375860.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -375959.250000 Penalty: 2840.401367
	Iteration 14Q: 3 clusters Score -375959.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -376059.625000 Penalty: 2840.401367
	Iteration 15Q: 3 clusters Score -376059.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -376157.281250 Penalty: 2840.401367
	Iteration 16Q: 3 clusters Score -376157.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -376269.406250 Penalty: 2840.401367
	Iteration 17Q: 3 clusters Score -376269.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -376389.000000 Penalty: 2840.401367
	Iteration 18Q: 3 clusters Score -376389 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -376498.125000 Penalty: 2840.401367
	Iteration 19Q: 3 clusters Score -376498.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -376586.906250 Penalty: 2840.401367
	Iteration 20F: 3 clusters Score -376586.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -376652.781250 Penalty: 2840.401367
	Iteration 21Q: 3 clusters Score -376652.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -376691.593750 Penalty: 2840.401367
	Iteration 22Q: 3 clusters Score -376691.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -376736.812500 Penalty: 2840.401367
	Iteration 23Q: 3 clusters Score -376736.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -376779.406250 Penalty: 2840.401367
	Iteration 24Q: 3 clusters Score -376779.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -376809.937500 Penalty: 2840.401367
	Iteration 25Q: 3 clusters Score -376809.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -376831.656250 Penalty: 2840.401367
	Iteration 26Q: 3 clusters Score -376831.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -376845.031250 Penalty: 2840.401367
	Iteration 27Q: 3 clusters Score -376845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -376854.125000 Penalty: 2840.401367
	Iteration 28Q: 3 clusters Score -376854.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -376871.531250 Penalty: 2840.401367
	Iteration 29Q: 3 clusters Score -376871.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -376882.468750 Penalty: 2840.401367
	Iteration 30Q: 3 clusters Score -376882.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -376889.906250 Penalty: 2840.401367
	Iteration 31Q: 3 clusters Score -376889.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -376901.562500 Penalty: 2840.401367
	Iteration 32Q: 3 clusters Score -376901.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -376907.937500 Penalty: 2840.401367
	Iteration 33Q: 3 clusters Score -376907.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -376908.968750 Penalty: 2840.401367
	Iteration 34Q: 3 clusters Score -376909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -376909.968750 Penalty: 2840.401367
	Iteration 35Q: 3 clusters Score -376910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -376910.531250 Penalty: 2840.401367
	Iteration 36Q: 3 clusters Score -376910.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -376911.218750 Penalty: 2840.401367
	Iteration 37Q: 3 clusters Score -376911.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -376911.218750 Penalty: 2840.401367
	Iteration 38F: 3 clusters Score -376911.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Entering Unmasked Estep 
Score: -222239.656250 Penalty: 1363.344849
	Iteration 0F: 2 clusters Score -222239.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -218724.546875 Penalty: 2726.689697
	Iteration 0F: 3 clusters Score -218724.5 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -219972.375000 Penalty: 2726.689697
	Iteration 1F: 3 clusters Score -219972.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -220226.718750 Penalty: 2726.689697
	Iteration 2F: 3 clusters Score -220226.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -220388.687500 Penalty: 2726.689697
	Iteration 3F: 3 clusters Score -220388.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -220513.781250 Penalty: 2726.689697
	Iteration 4Q: 3 clusters Score -220513.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -220598.203125 Penalty: 2726.689697
	Iteration 5Q: 3 clusters Score -220598.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -220649.796875 Penalty: 2726.689697
	Iteration 6Q: 3 clusters Score -220649.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -220681.875000 Penalty: 2726.689697
	Iteration 7Q: 3 clusters Score -220681.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -220699.703125 Penalty: 2726.689697
	Iteration 8Q: 3 clusters Score -220699.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -220714.609375 Penalty: 2726.689697
	Iteration 9Q: 3 clusters Score -220714.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -220724.359375 Penalty: 2726.689697
	Iteration 10Q: 3 clusters Score -220724.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -220732.750000 Penalty: 2726.689697
	Iteration 11Q: 3 clusters Score -220732.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -220739.890625 Penalty: 2726.689697
	Iteration 12Q: 3 clusters Score -220739.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -220746.546875 Penalty: 2726.689697
	Iteration 13Q: 3 clusters Score -220746.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -220752.984375 Penalty: 2726.689697
	Iteration 14Q: 3 clusters Score -220753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -220761.968750 Penalty: 2726.689697
	Iteration 15Q: 3 clusters Score -220762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -220770.421875 Penalty: 2726.689697
	Iteration 16Q: 3 clusters Score -220770.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -220780.562500 Penalty: 2726.689697
	Iteration 17Q: 3 clusters Score -220780.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -220791.343750 Penalty: 2726.689697
	Iteration 18Q: 3 clusters Score -220791.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -220799.703125 Penalty: 2726.689697
	Iteration 19Q: 3 clusters Score -220799.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -220804.812500 Penalty: 2726.689697
	Iteration 20F: 3 clusters Score -220804.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -220811.562500 Penalty: 2726.689697
	Iteration 21Q: 3 clusters Score -220811.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -220815.953125 Penalty: 2726.689697
	Iteration 22Q: 3 clusters Score -220816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -220819.968750 Penalty: 2726.689697
	Iteration 23Q: 3 clusters Score -220820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -220826.640625 Penalty: 2726.689697
	Iteration 24Q: 3 clusters Score -220826.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -220831.296875 Penalty: 2726.689697
	Iteration 25Q: 3 clusters Score -220831.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -220836.593750 Penalty: 2726.689697
	Iteration 26Q: 3 clusters Score -220836.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -220839.140625 Penalty: 2726.689697
	Iteration 27Q: 3 clusters Score -220839.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -220842.718750 Penalty: 2726.689697
	Iteration 28Q: 3 clusters Score -220842.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -220845.390625 Penalty: 2726.689697
	Iteration 29Q: 3 clusters Score -220845.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -220848.828125 Penalty: 2726.689697
	Iteration 30Q: 3 clusters Score -220848.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -220852.109375 Penalty: 2726.689697
	Iteration 31Q: 3 clusters Score -220852.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -220855.906250 Penalty: 2726.689697
	Iteration 32Q: 3 clusters Score -220855.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -220859.015625 Penalty: 2726.689697
	Iteration 33Q: 3 clusters Score -220859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -220862.328125 Penalty: 2726.689697
	Iteration 34Q: 3 clusters Score -220862.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -220867.187500 Penalty: 2726.689697
	Iteration 35Q: 3 clusters Score -220867.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -220870.187500 Penalty: 2726.689697
	Iteration 36Q: 3 clusters Score -220870.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -220874.515625 Penalty: 2726.689697
	Iteration 37Q: 3 clusters Score -220874.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -220879.687500 Penalty: 2726.689697
	Iteration 38Q: 3 clusters Score -220879.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -220884.671875 Penalty: 2726.689697
	Iteration 39Q: 3 clusters Score -220884.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -220891.718750 Penalty: 2726.689697
	Iteration 40F: 3 clusters Score -220891.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -220895.593750 Penalty: 2726.689697
	Iteration 41Q: 3 clusters Score -220895.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -220898.109375 Penalty: 2726.689697
	Iteration 42Q: 3 clusters Score -220898.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -220901.671875 Penalty: 2726.689697
	Iteration 43Q: 3 clusters Score -220901.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -220908.296875 Penalty: 2726.689697
	Iteration 44Q: 3 clusters Score -220908.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -220912.156250 Penalty: 2726.689697
	Iteration 45Q: 3 clusters Score -220912.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -220916.625000 Penalty: 2726.689697
	Iteration 46Q: 3 clusters Score -220916.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -220921.546875 Penalty: 2726.689697
	Iteration 47Q: 3 clusters Score -220921.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -220926.328125 Penalty: 2726.689697
	Iteration 48Q: 3 clusters Score -220926.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -220931.671875 Penalty: 2726.689697
	Iteration 49Q: 3 clusters Score -220931.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -220937.593750 Penalty: 2726.689697
	Iteration 50Q: 3 clusters Score -220937.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -220939.390625 Penalty: 2726.689697
	Iteration 51Q: 3 clusters Score -220939.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -220940.406250 Penalty: 2726.689697
	Iteration 52Q: 3 clusters Score -220940.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -220941.421875 Penalty: 2726.689697
	Iteration 53Q: 3 clusters Score -220941.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -220943.125000 Penalty: 2726.689697
	Iteration 54Q: 3 clusters Score -220943.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -220944.156250 Penalty: 2726.689697
	Iteration 55Q: 3 clusters Score -220944.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -220944.093750 Penalty: 2726.689697
	Iteration 56Q: 3 clusters Score -220944.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -220944.687500 Penalty: 2726.689697
	Iteration 57Q: 3 clusters Score -220944.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -220945.343750 Penalty: 2726.689697
	Iteration 58Q: 3 clusters Score -220945.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -220945.531250 Penalty: 2726.689697
	Iteration 59Q: 3 clusters Score -220945.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -220946.000000 Penalty: 2726.689697
	Iteration 60F: 3 clusters Score -220946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -220946.156250 Penalty: 2726.689697
	Iteration 61Q: 3 clusters Score -220946.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -220946.156250 Penalty: 2726.689697
	Iteration 62F: 3 clusters Score -220946.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Entering Unmasked Estep 
Score: -1116698.125000 Penalty: 1591.335693
	Iteration 0F: 2 clusters Score -1116698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1104411.250000 Penalty: 3182.671387
	Iteration 0F: 3 clusters Score -1104411 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1108813.250000 Penalty: 3182.671387
	Iteration 1F: 3 clusters Score -1108813 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1109182.500000 Penalty: 3182.671387
	Iteration 2F: 3 clusters Score -1109182 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1109464.000000 Penalty: 3182.671387
	Iteration 3Q: 3 clusters Score -1109464 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1109708.125000 Penalty: 3182.671387
	Iteration 4Q: 3 clusters Score -1109708 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1109945.250000 Penalty: 3182.671387
	Iteration 5Q: 3 clusters Score -1109945 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1110176.125000 Penalty: 3182.671387
	Iteration 6Q: 3 clusters Score -1110176 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1110444.500000 Penalty: 3182.671387
	Iteration 7Q: 3 clusters Score -1110444 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1110735.875000 Penalty: 3182.671387
	Iteration 8Q: 3 clusters Score -1110736 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1111063.625000 Penalty: 3182.671387
	Iteration 9Q: 3 clusters Score -1111064 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1111439.000000 Penalty: 3182.671387
	Iteration 10Q: 3 clusters Score -1111439 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1111842.750000 Penalty: 3182.671387
	Iteration 11Q: 3 clusters Score -1111843 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1112276.000000 Penalty: 3182.671387
	Iteration 12Q: 3 clusters Score -1112276 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1112683.375000 Penalty: 3182.671387
	Iteration 13Q: 3 clusters Score -1112683 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1113018.250000 Penalty: 3182.671387
	Iteration 14Q: 3 clusters Score -1113018 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1113261.875000 Penalty: 3182.671387
	Iteration 15Q: 3 clusters Score -1113262 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1113471.500000 Penalty: 3182.671387
	Iteration 16Q: 3 clusters Score -1113472 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1113661.125000 Penalty: 3182.671387
	Iteration 17Q: 3 clusters Score -1113661 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -1113855.750000 Penalty: 3182.671387
	Iteration 18Q: 3 clusters Score -1113856 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -1114015.500000 Penalty: 3182.671387
	Iteration 19Q: 3 clusters Score -1114016 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -1114161.500000 Penalty: 3182.671387
	Iteration 20F: 3 clusters Score -1114162 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -1114320.625000 Penalty: 3182.671387
	Iteration 21Q: 3 clusters Score -1114321 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1114439.625000 Penalty: 3182.671387
	Iteration 22Q: 3 clusters Score -1114440 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -1114550.500000 Penalty: 3182.671387
	Iteration 23Q: 3 clusters Score -1114550 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -1114663.875000 Penalty: 3182.671387
	Iteration 24Q: 3 clusters Score -1114664 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1114801.375000 Penalty: 3182.671387
	Iteration 25Q: 3 clusters Score -1114801 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -1114931.875000 Penalty: 3182.671387
	Iteration 26Q: 3 clusters Score -1114932 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -1115030.000000 Penalty: 3182.671387
	Iteration 27Q: 3 clusters Score -1115030 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -1115102.500000 Penalty: 3182.671387
	Iteration 28Q: 3 clusters Score -1115102 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -1115164.500000 Penalty: 3182.671387
	Iteration 29Q: 3 clusters Score -1115164 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -1115205.625000 Penalty: 3182.671387
	Iteration 30Q: 3 clusters Score -1115206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -1115235.500000 Penalty: 3182.671387
	Iteration 31Q: 3 clusters Score -1115236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -1115253.375000 Penalty: 3182.671387
	Iteration 32Q: 3 clusters Score -1115253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -1115265.375000 Penalty: 3182.671387
	Iteration 33Q: 3 clusters Score -1115265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -1115276.500000 Penalty: 3182.671387
	Iteration 34Q: 3 clusters Score -1115276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -1115292.250000 Penalty: 3182.671387
	Iteration 35Q: 3 clusters Score -1115292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -1115298.875000 Penalty: 3182.671387
	Iteration 36Q: 3 clusters Score -1115299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -1115307.500000 Penalty: 3182.671387
	Iteration 37Q: 3 clusters Score -1115308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -1115309.125000 Penalty: 3182.671387
	Iteration 38Q: 3 clusters Score -1115309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -1115311.750000 Penalty: 3182.671387
	Iteration 39Q: 3 clusters Score -1115312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -1115313.375000 Penalty: 3182.671387
	Iteration 40F: 3 clusters Score -1115313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -1115320.125000 Penalty: 3182.671387
	Iteration 41Q: 3 clusters Score -1115320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -1115328.625000 Penalty: 3182.671387
	Iteration 42Q: 3 clusters Score -1115329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -1115331.625000 Penalty: 3182.671387
	Iteration 43Q: 3 clusters Score -1115332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -1115332.125000 Penalty: 3182.671387
	Iteration 44Q: 3 clusters Score -1115332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -1115332.125000 Penalty: 3182.671387
	Iteration 45F: 3 clusters Score -1115332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (57153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Entering Unmasked Estep 
Score: -3499957.500000 Penalty: 1779.941650
	Iteration 0F: 2 clusters Score -3499958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -3461530.500000 Penalty: 3559.883301
	Iteration 0F: 3 clusters Score -3461530 nChanged 27222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -3476998.000000 Penalty: 3559.883301
	Iteration 1F: 3 clusters Score -3476998 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -3477552.250000 Penalty: 3559.883301
	Iteration 2Q: 3 clusters Score -3477552 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -3478229.500000 Penalty: 3559.883301
	Iteration 3Q: 3 clusters Score -3478230 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -3479184.000000 Penalty: 3559.883301
	Iteration 4Q: 3 clusters Score -3479184 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -3480688.750000 Penalty: 3559.883301
	Iteration 5F: 3 clusters Score -3480689 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -3483293.000000 Penalty: 3559.883301
	Iteration 6F: 3 clusters Score -3483293 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -3487088.750000 Penalty: 3559.883301
	Iteration 7F: 3 clusters Score -3487089 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -3491453.000000 Penalty: 3559.883301
	Iteration 8F: 3 clusters Score -3491453 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -3494863.000000 Penalty: 3559.883301
	Iteration 9F: 3 clusters Score -3494863 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
Score: -3496873.000000 Penalty: 3559.883301
	Iteration 10Q: 3 clusters Score -3496873 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -3497890.500000 Penalty: 3559.883301
	Iteration 11Q: 3 clusters Score -3497890 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -3498385.500000 Penalty: 3559.883301
	Iteration 12Q: 3 clusters Score -3498386 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 55832 members 
Entering Unmasked Estep 
Score: -3498652.750000 Penalty: 3559.883301
	Iteration 13Q: 3 clusters Score -3498653 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 55940 members 
Entering Unmasked Estep 
Score: -3498789.250000 Penalty: 3559.883301
	Iteration 14Q: 3 clusters Score -3498789 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -3498849.250000 Penalty: 3559.883301
	Iteration 15Q: 3 clusters Score -3498849 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -3498877.250000 Penalty: 3559.883301
	Iteration 16Q: 3 clusters Score -3498877 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -3498891.750000 Penalty: 3559.883301
	Iteration 17Q: 3 clusters Score -3498892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 56080 members 
Entering Unmasked Estep 
Score: -3498907.500000 Penalty: 3559.883301
	Iteration 18Q: 3 clusters Score -3498908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 56091 members 
Entering Unmasked Estep 
Score: -3498915.750000 Penalty: 3559.883301
	Iteration 19Q: 3 clusters Score -3498916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -3498915.500000 Penalty: 3559.883301
	Iteration 20F: 3 clusters Score -3498916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 56096 members 
Entering Unmasked Estep 
Score: -3498915.250000 Penalty: 3559.883301
	Iteration 21Q: 3 clusters Score -3498915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 56097 members 
Entering Unmasked Estep 
Score: -3498915.250000 Penalty: 3559.883301
	Iteration 22Q: 3 clusters Score -3498915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
Score: -3498912.250000 Penalty: 3559.883301
	Iteration 23Q: 3 clusters Score -3498912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 56100 members 
Entering Unmasked Estep 
Score: -3498912.000000 Penalty: 3559.883301
	Iteration 24Q: 3 clusters Score -3498912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 56101 members 
Entering Unmasked Estep 
Score: -3498914.750000 Penalty: 3559.883301
	Iteration 25Q: 3 clusters Score -3498915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -3498915.000000 Penalty: 3559.883301
	Iteration 26Q: 3 clusters Score -3498915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 56103 members 
Entering Unmasked Estep 
Score: -3498914.750000 Penalty: 3559.883301
	Iteration 27Q: 3 clusters Score -3498915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 56104 members 
Entering Unmasked Estep 
Score: -3498912.750000 Penalty: 3559.883301
	Iteration 28Q: 3 clusters Score -3498913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -3498915.250000 Penalty: 3559.883301
	Iteration 29Q: 3 clusters Score -3498915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
Score: -3498917.750000 Penalty: 3559.883301
	Iteration 30Q: 3 clusters Score -3498918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
Score: -3498917.750000 Penalty: 3559.883301
	Iteration 31F: 3 clusters Score -3498918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5372 members 
Mstep: Class 7 contains 5339 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 11463 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5002 members 
Mstep: Class 14 contains 3690 members 
Mstep: Class 15 contains 86184 members 
Mstep: Class 16 contains 6428 members 
Mstep: Class 17 contains 12182 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89062 members 
Mstep: Class 20 contains 6246 members 
Mstep: Class 21 contains 4402 members 
Mstep: Class 22 contains 17905 members 
Mstep: Class 24 contains 57153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341544.000000 Penalty: 47814.824219
Iteration 199Q: 24 clusters Score -2.134154e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5372 members 
Mstep: Class 7 contains 5339 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 11462 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5002 members 
Mstep: Class 14 contains 3690 members 
Mstep: Class 15 contains 86188 members 
Mstep: Class 16 contains 6428 members 
Mstep: Class 17 contains 12182 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89061 members 
Mstep: Class 20 contains 6247 members 
Mstep: Class 21 contains 4402 members 
Mstep: Class 22 contains 17905 members 
Mstep: Class 24 contains 57150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341578.000000 Penalty: 47814.824219
Iteration 200F: 24 clusters Score -2.134158e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5372 members 
Mstep: Class 7 contains 5339 members 
Mstep: Class 8 contains 9769 members 
Mstep: Class 9 contains 11461 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5002 members 
Mstep: Class 14 contains 3690 members 
Mstep: Class 15 contains 86189 members 
Mstep: Class 16 contains 6428 members 
Mstep: Class 17 contains 12183 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89057 members 
Mstep: Class 20 contains 6248 members 
Mstep: Class 21 contains 4402 members 
Mstep: Class 22 contains 17905 members 
Mstep: Class 24 contains 57152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341566.000000 Penalty: 47814.824219
Iteration 201Q: 24 clusters Score -2.134157e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5372 members 
Mstep: Class 7 contains 5339 members 
Mstep: Class 8 contains 9769 members 
Mstep: Class 9 contains 11462 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5002 members 
Mstep: Class 14 contains 3690 members 
Mstep: Class 15 contains 86194 members 
Mstep: Class 16 contains 6428 members 
Mstep: Class 17 contains 12183 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89056 members 
Mstep: Class 20 contains 6249 members 
Mstep: Class 21 contains 4402 members 
Mstep: Class 22 contains 17905 members 
Mstep: Class 24 contains 57146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341564.000000 Penalty: 47814.824219
Iteration 202Q: 24 clusters Score -2.134156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5372 members 
Mstep: Class 7 contains 5339 members 
Mstep: Class 8 contains 9770 members 
Mstep: Class 9 contains 11463 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5002 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 86196 members 
Mstep: Class 16 contains 6428 members 
Mstep: Class 17 contains 12181 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89055 members 
Mstep: Class 20 contains 6249 members 
Mstep: Class 21 contains 4402 members 
Mstep: Class 22 contains 17904 members 
Mstep: Class 24 contains 57147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341552.000000 Penalty: 47814.824219
Iteration 203Q: 24 clusters Score -2.134155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5372 members 
Mstep: Class 7 contains 5339 members 
Mstep: Class 8 contains 9771 members 
Mstep: Class 9 contains 11465 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5002 members 
Mstep: Class 14 contains 3690 members 
Mstep: Class 15 contains 86197 members 
Mstep: Class 16 contains 6428 members 
Mstep: Class 17 contains 12178 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89054 members 
Mstep: Class 20 contains 6249 members 
Mstep: Class 21 contains 4402 members 
Mstep: Class 22 contains 17903 members 
Mstep: Class 24 contains 57147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341582.000000 Penalty: 47814.824219
Iteration 204Q: 24 clusters Score -2.134158e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5372 members 
Mstep: Class 7 contains 5336 members 
Mstep: Class 8 contains 9772 members 
Mstep: Class 9 contains 11464 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5002 members 
Mstep: Class 14 contains 3690 members 
Mstep: Class 15 contains 86196 members 
Mstep: Class 16 contains 6430 members 
Mstep: Class 17 contains 12176 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89053 members 
Mstep: Class 20 contains 6249 members 
Mstep: Class 21 contains 4402 members 
Mstep: Class 22 contains 17902 members 
Mstep: Class 24 contains 57152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341556.000000 Penalty: 47814.824219
Iteration 205Q: 24 clusters Score -2.134156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5372 members 
Mstep: Class 7 contains 5334 members 
Mstep: Class 8 contains 9772 members 
Mstep: Class 9 contains 11464 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5003 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 15 contains 86196 members 
Mstep: Class 16 contains 6430 members 
Mstep: Class 17 contains 12174 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89055 members 
Mstep: Class 20 contains 6249 members 
Mstep: Class 21 contains 4402 members 
Mstep: Class 22 contains 17901 members 
Mstep: Class 24 contains 57156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341550.000000 Penalty: 47814.824219
Iteration 206Q: 24 clusters Score -2.134155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5372 members 
Mstep: Class 7 contains 5333 members 
Mstep: Class 8 contains 9772 members 
Mstep: Class 9 contains 11464 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5003 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 15 contains 86199 members 
Mstep: Class 16 contains 6431 members 
Mstep: Class 17 contains 12172 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89055 members 
Mstep: Class 20 contains 6249 members 
Mstep: Class 21 contains 4402 members 
Mstep: Class 22 contains 17900 members 
Mstep: Class 24 contains 57156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341548.000000 Penalty: 47814.824219
Iteration 207Q: 24 clusters Score -2.134155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5372 members 
Mstep: Class 7 contains 5331 members 
Mstep: Class 8 contains 9772 members 
Mstep: Class 9 contains 11464 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5003 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 86201 members 
Mstep: Class 16 contains 6432 members 
Mstep: Class 17 contains 12171 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89055 members 
Mstep: Class 20 contains 6249 members 
Mstep: Class 21 contains 4402 members 
Mstep: Class 22 contains 17900 members 
Mstep: Class 24 contains 57155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341574.000000 Penalty: 47814.824219
Iteration 208Q: 24 clusters Score -2.134157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5372 members 
Mstep: Class 7 contains 5327 members 
Mstep: Class 8 contains 9772 members 
Mstep: Class 9 contains 11464 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5003 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 15 contains 86204 members 
Mstep: Class 16 contains 6432 members 
Mstep: Class 17 contains 12171 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89056 members 
Mstep: Class 20 contains 6249 members 
Mstep: Class 21 contains 4402 members 
Mstep: Class 22 contains 17900 members 
Mstep: Class 24 contains 57156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341566.000000 Penalty: 47814.824219
Iteration 209Q: 24 clusters Score -2.134157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5372 members 
Mstep: Class 7 contains 5326 members 
Mstep: Class 8 contains 9772 members 
Mstep: Class 9 contains 11464 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5003 members 
Mstep: Class 14 contains 3687 members 
Mstep: Class 15 contains 86204 members 
Mstep: Class 16 contains 6432 members 
Mstep: Class 17 contains 12171 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89055 members 
Mstep: Class 20 contains 6249 members 
Mstep: Class 21 contains 4402 members 
Mstep: Class 22 contains 17900 members 
Mstep: Class 24 contains 57159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341556.000000 Penalty: 47814.824219
Iteration 210Q: 24 clusters Score -2.134156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5372 members 
Mstep: Class 7 contains 5323 members 
Mstep: Class 8 contains 9772 members 
Mstep: Class 9 contains 11464 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5003 members 
Mstep: Class 14 contains 3687 members 
Mstep: Class 15 contains 86206 members 
Mstep: Class 16 contains 6432 members 
Mstep: Class 17 contains 12171 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89055 members 
Mstep: Class 20 contains 6249 members 
Mstep: Class 21 contains 4402 members 
Mstep: Class 22 contains 17900 members 
Mstep: Class 24 contains 57160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341548.000000 Penalty: 47814.824219
Iteration 211Q: 24 clusters Score -2.134155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5372 members 
Mstep: Class 7 contains 5323 members 
Mstep: Class 8 contains 9772 members 
Mstep: Class 9 contains 11464 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5003 members 
Mstep: Class 14 contains 3687 members 
Mstep: Class 15 contains 86208 members 
Mstep: Class 16 contains 6432 members 
Mstep: Class 17 contains 12171 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89055 members 
Mstep: Class 20 contains 6249 members 
Mstep: Class 21 contains 4402 members 
Mstep: Class 22 contains 17900 members 
Mstep: Class 24 contains 57158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341544.000000 Penalty: 47814.824219
Iteration 212Q: 24 clusters Score -2.134154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 5372 members 
Mstep: Class 7 contains 5323 members 
Mstep: Class 8 contains 9772 members 
Mstep: Class 9 contains 11464 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 5003 members 
Mstep: Class 14 contains 3687 members 
Mstep: Class 15 contains 86208 members 
Mstep: Class 16 contains 6432 members 
Mstep: Class 17 contains 12171 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 89055 members 
Mstep: Class 20 contains 6249 members 
Mstep: Class 21 contains 4402 members 
Mstep: Class 22 contains 17900 members 
Mstep: Class 24 contains 57158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21341544.000000 Penalty: 47814.824219
Iteration 213F: 24 clusters Score -2.134154e+07 nChanged 0
Entering ConstructFrom: 
Score: -21341544.000000 Penalty: 47814.824219
Entering ConstructFrom: 
Trying to split cluster 1 (4778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Entering Unmasked Estep 
Score: -273350.656250 Penalty: 1376.663696
	Iteration 0F: 2 clusters Score -273350.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -269477.812500 Penalty: 2753.327393
	Iteration 0F: 3 clusters Score -269477.8 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -270634.031250 Penalty: 2753.327393
	Iteration 1F: 3 clusters Score -270634 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -270874.375000 Penalty: 2753.327393
	Iteration 2F: 3 clusters Score -270874.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -271047.343750 Penalty: 2753.327393
	Iteration 3F: 3 clusters Score -271047.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -271183.156250 Penalty: 2753.327393
	Iteration 4Q: 3 clusters Score -271183.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -271290.125000 Penalty: 2753.327393
	Iteration 5Q: 3 clusters Score -271290.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -271394.125000 Penalty: 2753.327393
	Iteration 6Q: 3 clusters Score -271394.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -271498.437500 Penalty: 2753.327393
	Iteration 7Q: 3 clusters Score -271498.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -271580.531250 Penalty: 2753.327393
	Iteration 8Q: 3 clusters Score -271580.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -271664.781250 Penalty: 2753.327393
	Iteration 9Q: 3 clusters Score -271664.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -271748.625000 Penalty: 2753.327393
	Iteration 10Q: 3 clusters Score -271748.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -271840.843750 Penalty: 2753.327393
	Iteration 11Q: 3 clusters Score -271840.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -271922.062500 Penalty: 2753.327393
	Iteration 12Q: 3 clusters Score -271922.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -271995.718750 Penalty: 2753.327393
	Iteration 13Q: 3 clusters Score -271995.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -272044.531250 Penalty: 2753.327393
	Iteration 14Q: 3 clusters Score -272044.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -272082.812500 Penalty: 2753.327393
	Iteration 15Q: 3 clusters Score -272082.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -272121.937500 Penalty: 2753.327393
	Iteration 16Q: 3 clusters Score -272121.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -272157.000000 Penalty: 2753.327393
	Iteration 17Q: 3 clusters Score -272157 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -272181.718750 Penalty: 2753.327393
	Iteration 18Q: 3 clusters Score -272181.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -272200.125000 Penalty: 2753.327393
	Iteration 19Q: 3 clusters Score -272200.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -272212.218750 Penalty: 2753.327393
	Iteration 20F: 3 clusters Score -272212.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -272223.312500 Penalty: 2753.327393
	Iteration 21Q: 3 clusters Score -272223.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -272236.250000 Penalty: 2753.327393
	Iteration 22Q: 3 clusters Score -272236.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -272250.812500 Penalty: 2753.327393
	Iteration 23Q: 3 clusters Score -272250.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -272268.468750 Penalty: 2753.327393
	Iteration 24Q: 3 clusters Score -272268.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -272279.500000 Penalty: 2753.327393
	Iteration 25Q: 3 clusters Score -272279.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -272285.562500 Penalty: 2753.327393
	Iteration 26Q: 3 clusters Score -272285.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -272289.625000 Penalty: 2753.327393
	Iteration 27Q: 3 clusters Score -272289.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -272292.906250 Penalty: 2753.327393
	Iteration 28Q: 3 clusters Score -272292.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -272296.218750 Penalty: 2753.327393
	Iteration 29Q: 3 clusters Score -272296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -272296.937500 Penalty: 2753.327393
	Iteration 30Q: 3 clusters Score -272296.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -272296.937500 Penalty: 2753.327393
	Iteration 31Q: 3 clusters Score -272296.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -272296.937500 Penalty: 2753.327393
	Iteration 32Q: 3 clusters Score -272296.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -272296.937500 Penalty: 2753.327393
	Iteration 33F: 3 clusters Score -272296.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Entering Unmasked Estep 
Score: -285184.656250 Penalty: 1377.071533
	Iteration 0F: 2 clusters Score -285184.7 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 2384 members 
Entering Unmasked Estep 
Score: -281344.562500 Penalty: 2754.143066
	Iteration 0F: 3 clusters Score -281344.6 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -282385.250000 Penalty: 2754.143066
	Iteration 1F: 3 clusters Score -282385.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -282640.281250 Penalty: 2754.143066
	Iteration 2F: 3 clusters Score -282640.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -282882.375000 Penalty: 2754.143066
	Iteration 3F: 3 clusters Score -282882.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -283104.468750 Penalty: 2754.143066
	Iteration 4F: 3 clusters Score -283104.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -283290.281250 Penalty: 2754.143066
	Iteration 5Q: 3 clusters Score -283290.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -283475.906250 Penalty: 2754.143066
	Iteration 6Q: 3 clusters Score -283475.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -283672.562500 Penalty: 2754.143066
	Iteration 7Q: 3 clusters Score -283672.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -283846.718750 Penalty: 2754.143066
	Iteration 8Q: 3 clusters Score -283846.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -283982.718750 Penalty: 2754.143066
	Iteration 9Q: 3 clusters Score -283982.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -284099.218750 Penalty: 2754.143066
	Iteration 10Q: 3 clusters Score -284099.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -284183.656250 Penalty: 2754.143066
	Iteration 11Q: 3 clusters Score -284183.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -284250.343750 Penalty: 2754.143066
	Iteration 12Q: 3 clusters Score -284250.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -284293.843750 Penalty: 2754.143066
	Iteration 13Q: 3 clusters Score -284293.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -284323.593750 Penalty: 2754.143066
	Iteration 14Q: 3 clusters Score -284323.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -284341.812500 Penalty: 2754.143066
	Iteration 15Q: 3 clusters Score -284341.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -284357.437500 Penalty: 2754.143066
	Iteration 16Q: 3 clusters Score -284357.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -284370.062500 Penalty: 2754.143066
	Iteration 17Q: 3 clusters Score -284370.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -284384.906250 Penalty: 2754.143066
	Iteration 18Q: 3 clusters Score -284384.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -284396.250000 Penalty: 2754.143066
	Iteration 19Q: 3 clusters Score -284396.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -284407.500000 Penalty: 2754.143066
	Iteration 20F: 3 clusters Score -284407.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -284418.625000 Penalty: 2754.143066
	Iteration 21Q: 3 clusters Score -284418.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -284431.437500 Penalty: 2754.143066
	Iteration 22Q: 3 clusters Score -284431.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -284442.812500 Penalty: 2754.143066
	Iteration 23Q: 3 clusters Score -284442.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -284452.500000 Penalty: 2754.143066
	Iteration 24Q: 3 clusters Score -284452.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -284460.593750 Penalty: 2754.143066
	Iteration 25Q: 3 clusters Score -284460.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -284467.437500 Penalty: 2754.143066
	Iteration 26Q: 3 clusters Score -284467.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -284474.281250 Penalty: 2754.143066
	Iteration 27Q: 3 clusters Score -284474.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -284480.500000 Penalty: 2754.143066
	Iteration 28Q: 3 clusters Score -284480.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -284483.625000 Penalty: 2754.143066
	Iteration 29Q: 3 clusters Score -284483.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -284487.031250 Penalty: 2754.143066
	Iteration 30Q: 3 clusters Score -284487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -284490.250000 Penalty: 2754.143066
	Iteration 31Q: 3 clusters Score -284490.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -284494.125000 Penalty: 2754.143066
	Iteration 32Q: 3 clusters Score -284494.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -284497.406250 Penalty: 2754.143066
	Iteration 33Q: 3 clusters Score -284497.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -284499.437500 Penalty: 2754.143066
	Iteration 34Q: 3 clusters Score -284499.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -284501.968750 Penalty: 2754.143066
	Iteration 35Q: 3 clusters Score -284502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -284505.937500 Penalty: 2754.143066
	Iteration 36Q: 3 clusters Score -284505.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -284509.812500 Penalty: 2754.143066
	Iteration 37Q: 3 clusters Score -284509.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -284516.125000 Penalty: 2754.143066
	Iteration 38Q: 3 clusters Score -284516.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -284524.187500 Penalty: 2754.143066
	Iteration 39Q: 3 clusters Score -284524.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -284529.000000 Penalty: 2754.143066
	Iteration 40F: 3 clusters Score -284529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -284535.312500 Penalty: 2754.143066
	Iteration 41Q: 3 clusters Score -284535.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -284544.718750 Penalty: 2754.143066
	Iteration 42Q: 3 clusters Score -284544.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -284554.187500 Penalty: 2754.143066
	Iteration 43Q: 3 clusters Score -284554.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -284564.937500 Penalty: 2754.143066
	Iteration 44Q: 3 clusters Score -284564.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -284577.718750 Penalty: 2754.143066
	Iteration 45Q: 3 clusters Score -284577.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -284597.968750 Penalty: 2754.143066
	Iteration 46Q: 3 clusters Score -284598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -284617.531250 Penalty: 2754.143066
	Iteration 47Q: 3 clusters Score -284617.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -284634.281250 Penalty: 2754.143066
	Iteration 48Q: 3 clusters Score -284634.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -284655.343750 Penalty: 2754.143066
	Iteration 49Q: 3 clusters Score -284655.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -284679.375000 Penalty: 2754.143066
	Iteration 50Q: 3 clusters Score -284679.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -284701.000000 Penalty: 2754.143066
	Iteration 51Q: 3 clusters Score -284701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -284713.718750 Penalty: 2754.143066
	Iteration 52Q: 3 clusters Score -284713.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -284726.750000 Penalty: 2754.143066
	Iteration 53Q: 3 clusters Score -284726.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -284737.812500 Penalty: 2754.143066
	Iteration 54Q: 3 clusters Score -284737.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -284747.062500 Penalty: 2754.143066
	Iteration 55Q: 3 clusters Score -284747.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -284752.875000 Penalty: 2754.143066
	Iteration 56Q: 3 clusters Score -284752.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -284760.750000 Penalty: 2754.143066
	Iteration 57Q: 3 clusters Score -284760.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -284766.031250 Penalty: 2754.143066
	Iteration 58Q: 3 clusters Score -284766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -284770.812500 Penalty: 2754.143066
	Iteration 59Q: 3 clusters Score -284770.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -284777.250000 Penalty: 2754.143066
	Iteration 60F: 3 clusters Score -284777.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -284781.250000 Penalty: 2754.143066
	Iteration 61Q: 3 clusters Score -284781.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -284784.062500 Penalty: 2754.143066
	Iteration 62Q: 3 clusters Score -284784.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -284785.718750 Penalty: 2754.143066
	Iteration 63Q: 3 clusters Score -284785.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -284788.937500 Penalty: 2754.143066
	Iteration 64Q: 3 clusters Score -284788.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -284793.218750 Penalty: 2754.143066
	Iteration 65Q: 3 clusters Score -284793.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -284798.375000 Penalty: 2754.143066
	Iteration 66Q: 3 clusters Score -284798.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -284804.125000 Penalty: 2754.143066
	Iteration 67Q: 3 clusters Score -284804.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -284812.875000 Penalty: 2754.143066
	Iteration 68Q: 3 clusters Score -284812.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -284822.406250 Penalty: 2754.143066
	Iteration 69Q: 3 clusters Score -284822.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -284833.468750 Penalty: 2754.143066
	Iteration 70Q: 3 clusters Score -284833.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -284843.250000 Penalty: 2754.143066
	Iteration 71Q: 3 clusters Score -284843.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -284852.156250 Penalty: 2754.143066
	Iteration 72Q: 3 clusters Score -284852.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -284859.312500 Penalty: 2754.143066
	Iteration 73Q: 3 clusters Score -284859.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -284863.687500 Penalty: 2754.143066
	Iteration 74Q: 3 clusters Score -284863.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -284867.718750 Penalty: 2754.143066
	Iteration 75Q: 3 clusters Score -284867.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -284872.531250 Penalty: 2754.143066
	Iteration 76Q: 3 clusters Score -284872.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -284875.875000 Penalty: 2754.143066
	Iteration 77Q: 3 clusters Score -284875.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -284879.281250 Penalty: 2754.143066
	Iteration 78Q: 3 clusters Score -284879.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -284882.500000 Penalty: 2754.143066
	Iteration 79Q: 3 clusters Score -284882.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -284884.968750 Penalty: 2754.143066
	Iteration 80F: 3 clusters Score -284885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -284886.343750 Penalty: 2754.143066
	Iteration 81Q: 3 clusters Score -284886.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -284888.062500 Penalty: 2754.143066
	Iteration 82Q: 3 clusters Score -284888.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -284890.125000 Penalty: 2754.143066
	Iteration 83Q: 3 clusters Score -284890.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -284892.031250 Penalty: 2754.143066
	Iteration 84Q: 3 clusters Score -284892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -284892.875000 Penalty: 2754.143066
	Iteration 85Q: 3 clusters Score -284892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -284893.656250 Penalty: 2754.143066
	Iteration 86Q: 3 clusters Score -284893.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -284893.937500 Penalty: 2754.143066
	Iteration 87Q: 3 clusters Score -284893.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -284895.406250 Penalty: 2754.143066
	Iteration 88Q: 3 clusters Score -284895.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -284896.906250 Penalty: 2754.143066
	Iteration 89Q: 3 clusters Score -284896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -284897.375000 Penalty: 2754.143066
	Iteration 90Q: 3 clusters Score -284897.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -284898.500000 Penalty: 2754.143066
	Iteration 91Q: 3 clusters Score -284898.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -284899.156250 Penalty: 2754.143066
	Iteration 92Q: 3 clusters Score -284899.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -284900.437500 Penalty: 2754.143066
	Iteration 93Q: 3 clusters Score -284900.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -284900.437500 Penalty: 2754.143066
	Iteration 94F: 3 clusters Score -284900.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Entering Unmasked Estep 
Score: -154489.265625 Penalty: 1288.365967
	Iteration 0F: 2 clusters Score -154489.3 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 1392 members 
Entering Unmasked Estep 
Score: -151887.109375 Penalty: 2576.731934
	Iteration 0F: 3 clusters Score -151887.1 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -152561.093750 Penalty: 2576.731934
	Iteration 1F: 3 clusters Score -152561.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -152752.890625 Penalty: 2576.731934
	Iteration 2F: 3 clusters Score -152752.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -152896.328125 Penalty: 2576.731934
	Iteration 3F: 3 clusters Score -152896.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -153006.859375 Penalty: 2576.731934
	Iteration 4Q: 3 clusters Score -153006.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -153090.515625 Penalty: 2576.731934
	Iteration 5Q: 3 clusters Score -153090.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -153171.640625 Penalty: 2576.731934
	Iteration 6Q: 3 clusters Score -153171.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -153247.234375 Penalty: 2576.731934
	Iteration 7Q: 3 clusters Score -153247.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -153323.468750 Penalty: 2576.731934
	Iteration 8Q: 3 clusters Score -153323.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -153387.015625 Penalty: 2576.731934
	Iteration 9Q: 3 clusters Score -153387 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -153436.203125 Penalty: 2576.731934
	Iteration 10Q: 3 clusters Score -153436.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -153468.343750 Penalty: 2576.731934
	Iteration 11Q: 3 clusters Score -153468.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -153498.593750 Penalty: 2576.731934
	Iteration 12Q: 3 clusters Score -153498.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -153518.125000 Penalty: 2576.731934
	Iteration 13Q: 3 clusters Score -153518.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -153544.218750 Penalty: 2576.731934
	Iteration 14Q: 3 clusters Score -153544.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -153565.656250 Penalty: 2576.731934
	Iteration 15Q: 3 clusters Score -153565.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -153590.875000 Penalty: 2576.731934
	Iteration 16Q: 3 clusters Score -153590.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -153618.531250 Penalty: 2576.731934
	Iteration 17Q: 3 clusters Score -153618.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -153640.578125 Penalty: 2576.731934
	Iteration 18Q: 3 clusters Score -153640.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -153656.375000 Penalty: 2576.731934
	Iteration 19Q: 3 clusters Score -153656.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -153672.593750 Penalty: 2576.731934
	Iteration 20F: 3 clusters Score -153672.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -153692.140625 Penalty: 2576.731934
	Iteration 21Q: 3 clusters Score -153692.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -153704.437500 Penalty: 2576.731934
	Iteration 22Q: 3 clusters Score -153704.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -153714.859375 Penalty: 2576.731934
	Iteration 23Q: 3 clusters Score -153714.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -153728.718750 Penalty: 2576.731934
	Iteration 24Q: 3 clusters Score -153728.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -153738.671875 Penalty: 2576.731934
	Iteration 25Q: 3 clusters Score -153738.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -153747.281250 Penalty: 2576.731934
	Iteration 26Q: 3 clusters Score -153747.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -153750.109375 Penalty: 2576.731934
	Iteration 27Q: 3 clusters Score -153750.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -153753.531250 Penalty: 2576.731934
	Iteration 28Q: 3 clusters Score -153753.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -153758.421875 Penalty: 2576.731934
	Iteration 29Q: 3 clusters Score -153758.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -153766.281250 Penalty: 2576.731934
	Iteration 30Q: 3 clusters Score -153766.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -153774.343750 Penalty: 2576.731934
	Iteration 31Q: 3 clusters Score -153774.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -153778.734375 Penalty: 2576.731934
	Iteration 32Q: 3 clusters Score -153778.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -153781.718750 Penalty: 2576.731934
	Iteration 33Q: 3 clusters Score -153781.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -153785.625000 Penalty: 2576.731934
	Iteration 34Q: 3 clusters Score -153785.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -153792.437500 Penalty: 2576.731934
	Iteration 35Q: 3 clusters Score -153792.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -153800.187500 Penalty: 2576.731934
	Iteration 36Q: 3 clusters Score -153800.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -153808.671875 Penalty: 2576.731934
	Iteration 37Q: 3 clusters Score -153808.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -153814.781250 Penalty: 2576.731934
	Iteration 38Q: 3 clusters Score -153814.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -153819.515625 Penalty: 2576.731934
	Iteration 39Q: 3 clusters Score -153819.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -153822.859375 Penalty: 2576.731934
	Iteration 40F: 3 clusters Score -153822.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -153825.609375 Penalty: 2576.731934
	Iteration 41Q: 3 clusters Score -153825.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -153827.031250 Penalty: 2576.731934
	Iteration 42Q: 3 clusters Score -153827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -153831.140625 Penalty: 2576.731934
	Iteration 43Q: 3 clusters Score -153831.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -153836.890625 Penalty: 2576.731934
	Iteration 44Q: 3 clusters Score -153836.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -153845.000000 Penalty: 2576.731934
	Iteration 45Q: 3 clusters Score -153845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -153849.343750 Penalty: 2576.731934
	Iteration 46Q: 3 clusters Score -153849.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -153853.281250 Penalty: 2576.731934
	Iteration 47Q: 3 clusters Score -153853.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -153859.328125 Penalty: 2576.731934
	Iteration 48Q: 3 clusters Score -153859.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -153861.796875 Penalty: 2576.731934
	Iteration 49Q: 3 clusters Score -153861.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -153863.875000 Penalty: 2576.731934
	Iteration 50Q: 3 clusters Score -153863.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -153866.218750 Penalty: 2576.731934
	Iteration 51Q: 3 clusters Score -153866.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -153870.953125 Penalty: 2576.731934
	Iteration 52Q: 3 clusters Score -153871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -153871.640625 Penalty: 2576.731934
	Iteration 53Q: 3 clusters Score -153871.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -153871.640625 Penalty: 2576.731934
	Iteration 54F: 3 clusters Score -153871.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Entering Unmasked Estep 
Score: -886222.937500 Penalty: 1560.869629
	Iteration 0F: 2 clusters Score -886222.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -876024.625000 Penalty: 3121.739258
	Iteration 0F: 3 clusters Score -876024.6 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -879924.375000 Penalty: 3121.739258
	Iteration 1F: 3 clusters Score -879924.4 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -880600.812500 Penalty: 3121.739258
	Iteration 2F: 3 clusters Score -880600.8 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -881398.062500 Penalty: 3121.739258
	Iteration 3F: 3 clusters Score -881398.1 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -882220.625000 Penalty: 3121.739258
	Iteration 4F: 3 clusters Score -882220.6 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -882984.562500 Penalty: 3121.739258
	Iteration 5F: 3 clusters Score -882984.6 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -883776.312500 Penalty: 3121.739258
	Iteration 6F: 3 clusters Score -883776.3 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -884435.062500 Penalty: 3121.739258
	Iteration 7Q: 3 clusters Score -884435.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -884946.000000 Penalty: 3121.739258
	Iteration 8Q: 3 clusters Score -884946 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -885242.562500 Penalty: 3121.739258
	Iteration 9Q: 3 clusters Score -885242.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -885350.187500 Penalty: 3121.739258
	Iteration 10Q: 3 clusters Score -885350.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -885389.375000 Penalty: 3121.739258
	Iteration 11Q: 3 clusters Score -885389.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -885411.937500 Penalty: 3121.739258
	Iteration 12Q: 3 clusters Score -885411.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -885426.875000 Penalty: 3121.739258
	Iteration 13Q: 3 clusters Score -885426.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -885435.812500 Penalty: 3121.739258
	Iteration 14Q: 3 clusters Score -885435.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -885440.125000 Penalty: 3121.739258
	Iteration 15Q: 3 clusters Score -885440.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -885447.187500 Penalty: 3121.739258
	Iteration 16Q: 3 clusters Score -885447.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -885449.500000 Penalty: 3121.739258
	Iteration 17Q: 3 clusters Score -885449.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -885449.812500 Penalty: 3121.739258
	Iteration 18Q: 3 clusters Score -885449.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -885450.937500 Penalty: 3121.739258
	Iteration 19Q: 3 clusters Score -885450.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -885453.062500 Penalty: 3121.739258
	Iteration 20F: 3 clusters Score -885453.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -885455.312500 Penalty: 3121.739258
	Iteration 21Q: 3 clusters Score -885455.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -885455.750000 Penalty: 3121.739258
	Iteration 22Q: 3 clusters Score -885455.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -885456.000000 Penalty: 3121.739258
	Iteration 23Q: 3 clusters Score -885456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -885455.625000 Penalty: 3121.739258
	Iteration 24Q: 3 clusters Score -885455.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -885454.875000 Penalty: 3121.739258
	Iteration 25Q: 3 clusters Score -885454.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -885454.875000 Penalty: 3121.739258
	Iteration 26F: 3 clusters Score -885454.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -6848.980957 Penalty: 806.462280
	Iteration 0F: 2 clusters Score -6848.981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6197.601562 Penalty: 1612.924561
	Iteration 0F: 3 clusters Score -6197.602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6224.980957 Penalty: 1612.924561
	Iteration 1F: 3 clusters Score -6224.981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6236.373047 Penalty: 1612.924561
	Iteration 2Q: 3 clusters Score -6236.373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6241.049316 Penalty: 1612.924561
	Iteration 3Q: 3 clusters Score -6241.049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6241.049316 Penalty: 1612.924561
	Iteration 4F: 3 clusters Score -6241.049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Entering Unmasked Estep 
Score: -351858.906250 Penalty: 1395.705322
	Iteration 0F: 2 clusters Score -351858.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -347653.625000 Penalty: 2791.410645
	Iteration 0F: 3 clusters Score -347653.6 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -348899.468750 Penalty: 2791.410645
	Iteration 1F: 3 clusters Score -348899.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -349073.718750 Penalty: 2791.410645
	Iteration 2F: 3 clusters Score -349073.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -349199.500000 Penalty: 2791.410645
	Iteration 3F: 3 clusters Score -349199.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -349272.968750 Penalty: 2791.410645
	Iteration 4Q: 3 clusters Score -349273 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -349319.062500 Penalty: 2791.410645
	Iteration 5Q: 3 clusters Score -349319.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -349351.500000 Penalty: 2791.410645
	Iteration 6Q: 3 clusters Score -349351.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -349375.968750 Penalty: 2791.410645
	Iteration 7Q: 3 clusters Score -349376 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -349398.812500 Penalty: 2791.410645
	Iteration 8Q: 3 clusters Score -349398.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -349426.750000 Penalty: 2791.410645
	Iteration 9Q: 3 clusters Score -349426.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -349450.687500 Penalty: 2791.410645
	Iteration 10Q: 3 clusters Score -349450.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -349470.906250 Penalty: 2791.410645
	Iteration 11Q: 3 clusters Score -349470.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -349491.343750 Penalty: 2791.410645
	Iteration 12Q: 3 clusters Score -349491.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -349506.000000 Penalty: 2791.410645
	Iteration 13Q: 3 clusters Score -349506 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -349521.968750 Penalty: 2791.410645
	Iteration 14Q: 3 clusters Score -349522 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -349537.843750 Penalty: 2791.410645
	Iteration 15Q: 3 clusters Score -349537.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -349552.187500 Penalty: 2791.410645
	Iteration 16Q: 3 clusters Score -349552.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -349569.375000 Penalty: 2791.410645
	Iteration 17Q: 3 clusters Score -349569.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -349594.843750 Penalty: 2791.410645
	Iteration 18Q: 3 clusters Score -349594.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -349621.781250 Penalty: 2791.410645
	Iteration 19Q: 3 clusters Score -349621.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -349653.968750 Penalty: 2791.410645
	Iteration 20F: 3 clusters Score -349654 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -349681.437500 Penalty: 2791.410645
	Iteration 21Q: 3 clusters Score -349681.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -349713.687500 Penalty: 2791.410645
	Iteration 22Q: 3 clusters Score -349713.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -349757.187500 Penalty: 2791.410645
	Iteration 23Q: 3 clusters Score -349757.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -349804.625000 Penalty: 2791.410645
	Iteration 24Q: 3 clusters Score -349804.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -349854.375000 Penalty: 2791.410645
	Iteration 25Q: 3 clusters Score -349854.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -349906.343750 Penalty: 2791.410645
	Iteration 26Q: 3 clusters Score -349906.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -349957.062500 Penalty: 2791.410645
	Iteration 27Q: 3 clusters Score -349957.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -350020.750000 Penalty: 2791.410645
	Iteration 28Q: 3 clusters Score -350020.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -350095.531250 Penalty: 2791.410645
	Iteration 29Q: 3 clusters Score -350095.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -350186.500000 Penalty: 2791.410645
	Iteration 30Q: 3 clusters Score -350186.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -350261.750000 Penalty: 2791.410645
	Iteration 31Q: 3 clusters Score -350261.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -350346.687500 Penalty: 2791.410645
	Iteration 32Q: 3 clusters Score -350346.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -350416.593750 Penalty: 2791.410645
	Iteration 33Q: 3 clusters Score -350416.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -350486.625000 Penalty: 2791.410645
	Iteration 34Q: 3 clusters Score -350486.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -350537.562500 Penalty: 2791.410645
	Iteration 35Q: 3 clusters Score -350537.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -350560.718750 Penalty: 2791.410645
	Iteration 36Q: 3 clusters Score -350560.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -350574.593750 Penalty: 2791.410645
	Iteration 37Q: 3 clusters Score -350574.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -350585.656250 Penalty: 2791.410645
	Iteration 38Q: 3 clusters Score -350585.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -350591.281250 Penalty: 2791.410645
	Iteration 39Q: 3 clusters Score -350591.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -350602.031250 Penalty: 2791.410645
	Iteration 40F: 3 clusters Score -350602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -350612.000000 Penalty: 2791.410645
	Iteration 41Q: 3 clusters Score -350612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -350619.875000 Penalty: 2791.410645
	Iteration 42Q: 3 clusters Score -350619.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -350626.875000 Penalty: 2791.410645
	Iteration 43Q: 3 clusters Score -350626.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -350633.500000 Penalty: 2791.410645
	Iteration 44Q: 3 clusters Score -350633.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -350634.312500 Penalty: 2791.410645
	Iteration 45Q: 3 clusters Score -350634.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -350636.500000 Penalty: 2791.410645
	Iteration 46Q: 3 clusters Score -350636.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -350638.312500 Penalty: 2791.410645
	Iteration 47Q: 3 clusters Score -350638.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -350644.125000 Penalty: 2791.410645
	Iteration 48Q: 3 clusters Score -350644.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -350652.062500 Penalty: 2791.410645
	Iteration 49Q: 3 clusters Score -350652.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -350656.843750 Penalty: 2791.410645
	Iteration 50Q: 3 clusters Score -350656.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -350658.062500 Penalty: 2791.410645
	Iteration 51Q: 3 clusters Score -350658.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -350659.843750 Penalty: 2791.410645
	Iteration 52Q: 3 clusters Score -350659.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -350660.656250 Penalty: 2791.410645
	Iteration 53Q: 3 clusters Score -350660.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -350662.187500 Penalty: 2791.410645
	Iteration 54Q: 3 clusters Score -350662.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -350663.156250 Penalty: 2791.410645
	Iteration 55Q: 3 clusters Score -350663.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -350663.562500 Penalty: 2791.410645
	Iteration 56Q: 3 clusters Score -350663.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -350663.562500 Penalty: 2791.410645
	Iteration 57F: 3 clusters Score -350663.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Entering Unmasked Estep 
Score: -335839.281250 Penalty: 1394.216187
	Iteration 0F: 2 clusters Score -335839.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -331659.875000 Penalty: 2788.432373
	Iteration 0F: 3 clusters Score -331659.9 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -332838.937500 Penalty: 2788.432373
	Iteration 1F: 3 clusters Score -332838.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -333024.375000 Penalty: 2788.432373
	Iteration 2F: 3 clusters Score -333024.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -333160.093750 Penalty: 2788.432373
	Iteration 3F: 3 clusters Score -333160.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -333252.406250 Penalty: 2788.432373
	Iteration 4Q: 3 clusters Score -333252.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -333321.843750 Penalty: 2788.432373
	Iteration 5Q: 3 clusters Score -333321.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -333384.250000 Penalty: 2788.432373
	Iteration 6Q: 3 clusters Score -333384.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -333443.593750 Penalty: 2788.432373
	Iteration 7Q: 3 clusters Score -333443.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -333499.968750 Penalty: 2788.432373
	Iteration 8Q: 3 clusters Score -333500 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -333552.718750 Penalty: 2788.432373
	Iteration 9Q: 3 clusters Score -333552.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -333593.468750 Penalty: 2788.432373
	Iteration 10Q: 3 clusters Score -333593.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -333634.812500 Penalty: 2788.432373
	Iteration 11Q: 3 clusters Score -333634.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -333671.125000 Penalty: 2788.432373
	Iteration 12Q: 3 clusters Score -333671.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -333697.343750 Penalty: 2788.432373
	Iteration 13Q: 3 clusters Score -333697.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -333717.968750 Penalty: 2788.432373
	Iteration 14Q: 3 clusters Score -333718 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -333745.406250 Penalty: 2788.432373
	Iteration 15Q: 3 clusters Score -333745.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -333765.968750 Penalty: 2788.432373
	Iteration 16Q: 3 clusters Score -333766 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -333786.968750 Penalty: 2788.432373
	Iteration 17Q: 3 clusters Score -333787 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -333807.687500 Penalty: 2788.432373
	Iteration 18Q: 3 clusters Score -333807.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -333831.281250 Penalty: 2788.432373
	Iteration 19Q: 3 clusters Score -333831.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -333858.687500 Penalty: 2788.432373
	Iteration 20F: 3 clusters Score -333858.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -333884.250000 Penalty: 2788.432373
	Iteration 21Q: 3 clusters Score -333884.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -333910.468750 Penalty: 2788.432373
	Iteration 22Q: 3 clusters Score -333910.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -333939.156250 Penalty: 2788.432373
	Iteration 23Q: 3 clusters Score -333939.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -333968.187500 Penalty: 2788.432373
	Iteration 24Q: 3 clusters Score -333968.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -334009.812500 Penalty: 2788.432373
	Iteration 25Q: 3 clusters Score -334009.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -334041.625000 Penalty: 2788.432373
	Iteration 26Q: 3 clusters Score -334041.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -334066.718750 Penalty: 2788.432373
	Iteration 27Q: 3 clusters Score -334066.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -334094.375000 Penalty: 2788.432373
	Iteration 28Q: 3 clusters Score -334094.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -334115.375000 Penalty: 2788.432373
	Iteration 29Q: 3 clusters Score -334115.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -334130.593750 Penalty: 2788.432373
	Iteration 30Q: 3 clusters Score -334130.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -334144.843750 Penalty: 2788.432373
	Iteration 31Q: 3 clusters Score -334144.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -334161.031250 Penalty: 2788.432373
	Iteration 32Q: 3 clusters Score -334161 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -334179.562500 Penalty: 2788.432373
	Iteration 33Q: 3 clusters Score -334179.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -334202.593750 Penalty: 2788.432373
	Iteration 34Q: 3 clusters Score -334202.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -334223.843750 Penalty: 2788.432373
	Iteration 35Q: 3 clusters Score -334223.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -334240.187500 Penalty: 2788.432373
	Iteration 36Q: 3 clusters Score -334240.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -334263.375000 Penalty: 2788.432373
	Iteration 37Q: 3 clusters Score -334263.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -334282.375000 Penalty: 2788.432373
	Iteration 38Q: 3 clusters Score -334282.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -334298.750000 Penalty: 2788.432373
	Iteration 39Q: 3 clusters Score -334298.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -334315.562500 Penalty: 2788.432373
	Iteration 40F: 3 clusters Score -334315.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -334335.250000 Penalty: 2788.432373
	Iteration 41Q: 3 clusters Score -334335.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -334349.625000 Penalty: 2788.432373
	Iteration 42Q: 3 clusters Score -334349.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -334366.187500 Penalty: 2788.432373
	Iteration 43Q: 3 clusters Score -334366.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -334384.593750 Penalty: 2788.432373
	Iteration 44Q: 3 clusters Score -334384.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -334398.250000 Penalty: 2788.432373
	Iteration 45Q: 3 clusters Score -334398.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -334407.125000 Penalty: 2788.432373
	Iteration 46Q: 3 clusters Score -334407.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -334414.750000 Penalty: 2788.432373
	Iteration 47Q: 3 clusters Score -334414.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -334422.000000 Penalty: 2788.432373
	Iteration 48Q: 3 clusters Score -334422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -334432.375000 Penalty: 2788.432373
	Iteration 49Q: 3 clusters Score -334432.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -334439.031250 Penalty: 2788.432373
	Iteration 50Q: 3 clusters Score -334439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -334446.000000 Penalty: 2788.432373
	Iteration 51Q: 3 clusters Score -334446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -334455.437500 Penalty: 2788.432373
	Iteration 52Q: 3 clusters Score -334455.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -334461.500000 Penalty: 2788.432373
	Iteration 53Q: 3 clusters Score -334461.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -334467.875000 Penalty: 2788.432373
	Iteration 54Q: 3 clusters Score -334467.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -334472.937500 Penalty: 2788.432373
	Iteration 55Q: 3 clusters Score -334472.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -334477.843750 Penalty: 2788.432373
	Iteration 56Q: 3 clusters Score -334477.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -334481.812500 Penalty: 2788.432373
	Iteration 57Q: 3 clusters Score -334481.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -334488.906250 Penalty: 2788.432373
	Iteration 58Q: 3 clusters Score -334488.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -334500.687500 Penalty: 2788.432373
	Iteration 59Q: 3 clusters Score -334500.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -334510.218750 Penalty: 2788.432373
	Iteration 60F: 3 clusters Score -334510.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -334521.250000 Penalty: 2788.432373
	Iteration 61Q: 3 clusters Score -334521.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -334531.125000 Penalty: 2788.432373
	Iteration 62Q: 3 clusters Score -334531.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -334537.375000 Penalty: 2788.432373
	Iteration 63Q: 3 clusters Score -334537.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -334545.125000 Penalty: 2788.432373
	Iteration 64Q: 3 clusters Score -334545.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -334554.812500 Penalty: 2788.432373
	Iteration 65Q: 3 clusters Score -334554.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -334564.031250 Penalty: 2788.432373
	Iteration 66Q: 3 clusters Score -334564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -334571.812500 Penalty: 2788.432373
	Iteration 67Q: 3 clusters Score -334571.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -334582.062500 Penalty: 2788.432373
	Iteration 68Q: 3 clusters Score -334582.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -334589.468750 Penalty: 2788.432373
	Iteration 69Q: 3 clusters Score -334589.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -334596.531250 Penalty: 2788.432373
	Iteration 70Q: 3 clusters Score -334596.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -334603.000000 Penalty: 2788.432373
	Iteration 71Q: 3 clusters Score -334603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -334613.750000 Penalty: 2788.432373
	Iteration 72Q: 3 clusters Score -334613.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -334623.218750 Penalty: 2788.432373
	Iteration 73Q: 3 clusters Score -334623.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -334630.812500 Penalty: 2788.432373
	Iteration 74Q: 3 clusters Score -334630.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -334631.812500 Penalty: 2788.432373
	Iteration 75Q: 3 clusters Score -334631.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -334633.406250 Penalty: 2788.432373
	Iteration 76Q: 3 clusters Score -334633.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -334638.062500 Penalty: 2788.432373
	Iteration 77Q: 3 clusters Score -334638.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -334643.250000 Penalty: 2788.432373
	Iteration 78Q: 3 clusters Score -334643.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -334644.281250 Penalty: 2788.432373
	Iteration 79Q: 3 clusters Score -334644.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -334645.593750 Penalty: 2788.432373
	Iteration 80F: 3 clusters Score -334645.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -334646.562500 Penalty: 2788.432373
	Iteration 81Q: 3 clusters Score -334646.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -334647.125000 Penalty: 2788.432373
	Iteration 82Q: 3 clusters Score -334647.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -334647.125000 Penalty: 2788.432373
	Iteration 83F: 3 clusters Score -334647.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Entering Unmasked Estep 
Score: -603237.750000 Penalty: 1492.932495
	Iteration 0F: 2 clusters Score -603237.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -596220.687500 Penalty: 2985.864990
	Iteration 0F: 3 clusters Score -596220.7 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -598463.562500 Penalty: 2985.864990
	Iteration 1F: 3 clusters Score -598463.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -598739.750000 Penalty: 2985.864990
	Iteration 2F: 3 clusters Score -598739.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -598977.125000 Penalty: 2985.864990
	Iteration 3F: 3 clusters Score -598977.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -599232.687500 Penalty: 2985.864990
	Iteration 4Q: 3 clusters Score -599232.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -599488.875000 Penalty: 2985.864990
	Iteration 5Q: 3 clusters Score -599488.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -599759.562500 Penalty: 2985.864990
	Iteration 6Q: 3 clusters Score -599759.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -600012.062500 Penalty: 2985.864990
	Iteration 7Q: 3 clusters Score -600012.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -600297.687500 Penalty: 2985.864990
	Iteration 8Q: 3 clusters Score -600297.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -600575.750000 Penalty: 2985.864990
	Iteration 9Q: 3 clusters Score -600575.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -600818.750000 Penalty: 2985.864990
	Iteration 10Q: 3 clusters Score -600818.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -601051.187500 Penalty: 2985.864990
	Iteration 11Q: 3 clusters Score -601051.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -601220.062500 Penalty: 2985.864990
	Iteration 12Q: 3 clusters Score -601220.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -601334.562500 Penalty: 2985.864990
	Iteration 13Q: 3 clusters Score -601334.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -601406.687500 Penalty: 2985.864990
	Iteration 14Q: 3 clusters Score -601406.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -601457.750000 Penalty: 2985.864990
	Iteration 15Q: 3 clusters Score -601457.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -601495.687500 Penalty: 2985.864990
	Iteration 16Q: 3 clusters Score -601495.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -601519.375000 Penalty: 2985.864990
	Iteration 17Q: 3 clusters Score -601519.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -601533.812500 Penalty: 2985.864990
	Iteration 18Q: 3 clusters Score -601533.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -601555.375000 Penalty: 2985.864990
	Iteration 19Q: 3 clusters Score -601555.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -601579.562500 Penalty: 2985.864990
	Iteration 20F: 3 clusters Score -601579.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -601596.875000 Penalty: 2985.864990
	Iteration 21Q: 3 clusters Score -601596.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -601612.375000 Penalty: 2985.864990
	Iteration 22Q: 3 clusters Score -601612.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -601630.187500 Penalty: 2985.864990
	Iteration 23Q: 3 clusters Score -601630.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -601646.937500 Penalty: 2985.864990
	Iteration 24Q: 3 clusters Score -601646.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -601671.500000 Penalty: 2985.864990
	Iteration 25Q: 3 clusters Score -601671.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -601697.437500 Penalty: 2985.864990
	Iteration 26Q: 3 clusters Score -601697.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -601728.250000 Penalty: 2985.864990
	Iteration 27Q: 3 clusters Score -601728.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -601763.875000 Penalty: 2985.864990
	Iteration 28Q: 3 clusters Score -601763.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -601798.062500 Penalty: 2985.864990
	Iteration 29Q: 3 clusters Score -601798.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -601828.687500 Penalty: 2985.864990
	Iteration 30Q: 3 clusters Score -601828.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -601856.937500 Penalty: 2985.864990
	Iteration 31Q: 3 clusters Score -601856.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -601879.187500 Penalty: 2985.864990
	Iteration 32Q: 3 clusters Score -601879.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -601909.375000 Penalty: 2985.864990
	Iteration 33Q: 3 clusters Score -601909.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -601938.125000 Penalty: 2985.864990
	Iteration 34Q: 3 clusters Score -601938.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -601957.187500 Penalty: 2985.864990
	Iteration 35Q: 3 clusters Score -601957.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -601974.750000 Penalty: 2985.864990
	Iteration 36Q: 3 clusters Score -601974.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -601988.437500 Penalty: 2985.864990
	Iteration 37Q: 3 clusters Score -601988.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -602002.062500 Penalty: 2985.864990
	Iteration 38Q: 3 clusters Score -602002.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -602012.062500 Penalty: 2985.864990
	Iteration 39Q: 3 clusters Score -602012.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -602017.437500 Penalty: 2985.864990
	Iteration 40F: 3 clusters Score -602017.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -602020.125000 Penalty: 2985.864990
	Iteration 41Q: 3 clusters Score -602020.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -602025.312500 Penalty: 2985.864990
	Iteration 42Q: 3 clusters Score -602025.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -602029.875000 Penalty: 2985.864990
	Iteration 43Q: 3 clusters Score -602029.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -602035.750000 Penalty: 2985.864990
	Iteration 44Q: 3 clusters Score -602035.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -602039.250000 Penalty: 2985.864990
	Iteration 45Q: 3 clusters Score -602039.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -602042.687500 Penalty: 2985.864990
	Iteration 46Q: 3 clusters Score -602042.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -602046.062500 Penalty: 2985.864990
	Iteration 47Q: 3 clusters Score -602046.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -602050.750000 Penalty: 2985.864990
	Iteration 48Q: 3 clusters Score -602050.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -602051.187500 Penalty: 2985.864990
	Iteration 49Q: 3 clusters Score -602051.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -602056.062500 Penalty: 2985.864990
	Iteration 50Q: 3 clusters Score -602056.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -602056.687500 Penalty: 2985.864990
	Iteration 51Q: 3 clusters Score -602056.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -602057.187500 Penalty: 2985.864990
	Iteration 52Q: 3 clusters Score -602057.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -602059.687500 Penalty: 2985.864990
	Iteration 53Q: 3 clusters Score -602059.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -602060.000000 Penalty: 2985.864990
	Iteration 54Q: 3 clusters Score -602060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -602059.187500 Penalty: 2985.864990
	Iteration 55Q: 3 clusters Score -602059.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -602062.062500 Penalty: 2985.864990
	Iteration 56Q: 3 clusters Score -602062.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -602062.750000 Penalty: 2985.864990
	Iteration 57Q: 3 clusters Score -602062.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -602065.062500 Penalty: 2985.864990
	Iteration 58Q: 3 clusters Score -602065.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -602066.687500 Penalty: 2985.864990
	Iteration 59Q: 3 clusters Score -602066.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -602068.687500 Penalty: 2985.864990
	Iteration 60F: 3 clusters Score -602068.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -602069.625000 Penalty: 2985.864990
	Iteration 61Q: 3 clusters Score -602069.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -602071.875000 Penalty: 2985.864990
	Iteration 62Q: 3 clusters Score -602071.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -602074.687500 Penalty: 2985.864990
	Iteration 63Q: 3 clusters Score -602074.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -602074.875000 Penalty: 2985.864990
	Iteration 64Q: 3 clusters Score -602074.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -602076.625000 Penalty: 2985.864990
	Iteration 65Q: 3 clusters Score -602076.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -602079.312500 Penalty: 2985.864990
	Iteration 66Q: 3 clusters Score -602079.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -602079.437500 Penalty: 2985.864990
	Iteration 67Q: 3 clusters Score -602079.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -602080.187500 Penalty: 2985.864990
	Iteration 68Q: 3 clusters Score -602080.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -602079.937500 Penalty: 2985.864990
	Iteration 69Q: 3 clusters Score -602079.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -602079.187500 Penalty: 2985.864990
	Iteration 70Q: 3 clusters Score -602079.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -602080.000000 Penalty: 2985.864990
	Iteration 71Q: 3 clusters Score -602080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -602080.500000 Penalty: 2985.864990
	Iteration 72Q: 3 clusters Score -602080.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -602081.187500 Penalty: 2985.864990
	Iteration 73Q: 3 clusters Score -602081.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -602081.187500 Penalty: 2985.864990
	Iteration 74F: 3 clusters Score -602081.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -736240.687500 Penalty: 1518.882080
	Iteration 0F: 2 clusters Score -736240.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -728116.937500 Penalty: 3037.764160
	Iteration 0F: 3 clusters Score -728116.9 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -730922.812500 Penalty: 3037.764160
	Iteration 1F: 3 clusters Score -730922.8 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -731236.312500 Penalty: 3037.764160
	Iteration 2F: 3 clusters Score -731236.3 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -731516.687500 Penalty: 3037.764160
	Iteration 3F: 3 clusters Score -731516.7 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -731813.187500 Penalty: 3037.764160
	Iteration 4F: 3 clusters Score -731813.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -732153.562500 Penalty: 3037.764160
	Iteration 5F: 3 clusters Score -732153.6 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -732519.625000 Penalty: 3037.764160
	Iteration 6F: 3 clusters Score -732519.6 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -732907.625000 Penalty: 3037.764160
	Iteration 7F: 3 clusters Score -732907.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -733365.125000 Penalty: 3037.764160
	Iteration 8F: 3 clusters Score -733365.1 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -733828.812500 Penalty: 3037.764160
	Iteration 9Q: 3 clusters Score -733828.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -734259.312500 Penalty: 3037.764160
	Iteration 10Q: 3 clusters Score -734259.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -734610.000000 Penalty: 3037.764160
	Iteration 11Q: 3 clusters Score -734610 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -734866.312500 Penalty: 3037.764160
	Iteration 12Q: 3 clusters Score -734866.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -735080.812500 Penalty: 3037.764160
	Iteration 13Q: 3 clusters Score -735080.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -735305.562500 Penalty: 3037.764160
	Iteration 14Q: 3 clusters Score -735305.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -735489.375000 Penalty: 3037.764160
	Iteration 15Q: 3 clusters Score -735489.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -735619.437500 Penalty: 3037.764160
	Iteration 16Q: 3 clusters Score -735619.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -735712.125000 Penalty: 3037.764160
	Iteration 17Q: 3 clusters Score -735712.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -735746.875000 Penalty: 3037.764160
	Iteration 18Q: 3 clusters Score -735746.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -735761.625000 Penalty: 3037.764160
	Iteration 19Q: 3 clusters Score -735761.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -735770.375000 Penalty: 3037.764160
	Iteration 20F: 3 clusters Score -735770.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -735775.750000 Penalty: 3037.764160
	Iteration 21Q: 3 clusters Score -735775.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -735776.562500 Penalty: 3037.764160
	Iteration 22Q: 3 clusters Score -735776.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -735778.687500 Penalty: 3037.764160
	Iteration 23Q: 3 clusters Score -735778.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -735778.875000 Penalty: 3037.764160
	Iteration 24Q: 3 clusters Score -735778.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -735781.875000 Penalty: 3037.764160
	Iteration 25Q: 3 clusters Score -735781.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -735781.750000 Penalty: 3037.764160
	Iteration 26Q: 3 clusters Score -735781.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -735783.000000 Penalty: 3037.764160
	Iteration 27Q: 3 clusters Score -735783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -735786.750000 Penalty: 3037.764160
	Iteration 28Q: 3 clusters Score -735786.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -735788.687500 Penalty: 3037.764160
	Iteration 29Q: 3 clusters Score -735788.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -735790.500000 Penalty: 3037.764160
	Iteration 30Q: 3 clusters Score -735790.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -735790.375000 Penalty: 3037.764160
	Iteration 31Q: 3 clusters Score -735790.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -735791.125000 Penalty: 3037.764160
	Iteration 32Q: 3 clusters Score -735791.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -735792.937500 Penalty: 3037.764160
	Iteration 33Q: 3 clusters Score -735792.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -735791.125000 Penalty: 3037.764160
	Iteration 34Q: 3 clusters Score -735791.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -735791.125000 Penalty: 3037.764160
	Iteration 35F: 3 clusters Score -735791.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Entering Unmasked Estep 
Score: -261945.703125 Penalty: 1365.034058
	Iteration 0F: 2 clusters Score -261945.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -258345.296875 Penalty: 2730.068115
	Iteration 0F: 3 clusters Score -258345.3 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -259273.359375 Penalty: 2730.068115
	Iteration 1F: 3 clusters Score -259273.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -259499.968750 Penalty: 2730.068115
	Iteration 2F: 3 clusters Score -259500 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -259730.390625 Penalty: 2730.068115
	Iteration 3F: 3 clusters Score -259730.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -259957.125000 Penalty: 2730.068115
	Iteration 4F: 3 clusters Score -259957.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -260192.750000 Penalty: 2730.068115
	Iteration 5F: 3 clusters Score -260192.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -260396.312500 Penalty: 2730.068115
	Iteration 6F: 3 clusters Score -260396.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -260575.812500 Penalty: 2730.068115
	Iteration 7Q: 3 clusters Score -260575.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -260735.984375 Penalty: 2730.068115
	Iteration 8Q: 3 clusters Score -260736 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -260860.546875 Penalty: 2730.068115
	Iteration 9Q: 3 clusters Score -260860.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -260958.171875 Penalty: 2730.068115
	Iteration 10Q: 3 clusters Score -260958.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -261050.140625 Penalty: 2730.068115
	Iteration 11Q: 3 clusters Score -261050.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -261137.250000 Penalty: 2730.068115
	Iteration 12Q: 3 clusters Score -261137.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -261219.781250 Penalty: 2730.068115
	Iteration 13Q: 3 clusters Score -261219.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -261295.906250 Penalty: 2730.068115
	Iteration 14Q: 3 clusters Score -261295.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -261347.750000 Penalty: 2730.068115
	Iteration 15Q: 3 clusters Score -261347.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -261390.671875 Penalty: 2730.068115
	Iteration 16Q: 3 clusters Score -261390.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -261435.390625 Penalty: 2730.068115
	Iteration 17Q: 3 clusters Score -261435.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -261465.203125 Penalty: 2730.068115
	Iteration 18Q: 3 clusters Score -261465.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -261490.781250 Penalty: 2730.068115
	Iteration 19Q: 3 clusters Score -261490.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -261505.687500 Penalty: 2730.068115
	Iteration 20F: 3 clusters Score -261505.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -261517.593750 Penalty: 2730.068115
	Iteration 21Q: 3 clusters Score -261517.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -261529.796875 Penalty: 2730.068115
	Iteration 22Q: 3 clusters Score -261529.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -261538.750000 Penalty: 2730.068115
	Iteration 23Q: 3 clusters Score -261538.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -261542.937500 Penalty: 2730.068115
	Iteration 24Q: 3 clusters Score -261542.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -261547.375000 Penalty: 2730.068115
	Iteration 25Q: 3 clusters Score -261547.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -261549.750000 Penalty: 2730.068115
	Iteration 26Q: 3 clusters Score -261549.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -261551.171875 Penalty: 2730.068115
	Iteration 27Q: 3 clusters Score -261551.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -261552.531250 Penalty: 2730.068115
	Iteration 28Q: 3 clusters Score -261552.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -261552.468750 Penalty: 2730.068115
	Iteration 29Q: 3 clusters Score -261552.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -261552.468750 Penalty: 2730.068115
	Iteration 30F: 3 clusters Score -261552.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Entering Unmasked Estep 
Score: -140708.359375 Penalty: 1270.167725
	Iteration 0F: 2 clusters Score -140708.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -138300.734375 Penalty: 2540.335449
	Iteration 0F: 3 clusters Score -138300.7 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -138821.406250 Penalty: 2540.335449
	Iteration 1F: 3 clusters Score -138821.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -138946.484375 Penalty: 2540.335449
	Iteration 2F: 3 clusters Score -138946.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -139028.343750 Penalty: 2540.335449
	Iteration 3F: 3 clusters Score -139028.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -139082.015625 Penalty: 2540.335449
	Iteration 4Q: 3 clusters Score -139082 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -139120.484375 Penalty: 2540.335449
	Iteration 5Q: 3 clusters Score -139120.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -139144.203125 Penalty: 2540.335449
	Iteration 6Q: 3 clusters Score -139144.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -139163.312500 Penalty: 2540.335449
	Iteration 7Q: 3 clusters Score -139163.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -139177.343750 Penalty: 2540.335449
	Iteration 8Q: 3 clusters Score -139177.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -139186.109375 Penalty: 2540.335449
	Iteration 9Q: 3 clusters Score -139186.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -139195.062500 Penalty: 2540.335449
	Iteration 10Q: 3 clusters Score -139195.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -139203.437500 Penalty: 2540.335449
	Iteration 11Q: 3 clusters Score -139203.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -139209.468750 Penalty: 2540.335449
	Iteration 12Q: 3 clusters Score -139209.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -139215.250000 Penalty: 2540.335449
	Iteration 13Q: 3 clusters Score -139215.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -139220.765625 Penalty: 2540.335449
	Iteration 14Q: 3 clusters Score -139220.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -139225.750000 Penalty: 2540.335449
	Iteration 15Q: 3 clusters Score -139225.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -139231.359375 Penalty: 2540.335449
	Iteration 16Q: 3 clusters Score -139231.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -139236.203125 Penalty: 2540.335449
	Iteration 17Q: 3 clusters Score -139236.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -139240.203125 Penalty: 2540.335449
	Iteration 18Q: 3 clusters Score -139240.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -139241.656250 Penalty: 2540.335449
	Iteration 19Q: 3 clusters Score -139241.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -139244.390625 Penalty: 2540.335449
	Iteration 20F: 3 clusters Score -139244.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -139247.093750 Penalty: 2540.335449
	Iteration 21Q: 3 clusters Score -139247.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -139252.218750 Penalty: 2540.335449
	Iteration 22Q: 3 clusters Score -139252.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -139261.187500 Penalty: 2540.335449
	Iteration 23Q: 3 clusters Score -139261.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -139271.937500 Penalty: 2540.335449
	Iteration 24Q: 3 clusters Score -139271.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -139285.531250 Penalty: 2540.335449
	Iteration 25Q: 3 clusters Score -139285.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -139296.203125 Penalty: 2540.335449
	Iteration 26Q: 3 clusters Score -139296.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -139313.937500 Penalty: 2540.335449
	Iteration 27Q: 3 clusters Score -139313.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -139335.781250 Penalty: 2540.335449
	Iteration 28Q: 3 clusters Score -139335.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -139357.343750 Penalty: 2540.335449
	Iteration 29Q: 3 clusters Score -139357.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -139372.671875 Penalty: 2540.335449
	Iteration 30Q: 3 clusters Score -139372.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -139381.718750 Penalty: 2540.335449
	Iteration 31Q: 3 clusters Score -139381.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -139390.921875 Penalty: 2540.335449
	Iteration 32Q: 3 clusters Score -139390.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -139397.000000 Penalty: 2540.335449
	Iteration 33Q: 3 clusters Score -139397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -139404.406250 Penalty: 2540.335449
	Iteration 34Q: 3 clusters Score -139404.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -139414.468750 Penalty: 2540.335449
	Iteration 35Q: 3 clusters Score -139414.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -139425.984375 Penalty: 2540.335449
	Iteration 36Q: 3 clusters Score -139426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -139440.687500 Penalty: 2540.335449
	Iteration 37Q: 3 clusters Score -139440.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -139452.078125 Penalty: 2540.335449
	Iteration 38Q: 3 clusters Score -139452.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -139459.375000 Penalty: 2540.335449
	Iteration 39Q: 3 clusters Score -139459.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -139465.359375 Penalty: 2540.335449
	Iteration 40F: 3 clusters Score -139465.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -139475.171875 Penalty: 2540.335449
	Iteration 41Q: 3 clusters Score -139475.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -139485.750000 Penalty: 2540.335449
	Iteration 42Q: 3 clusters Score -139485.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -139494.328125 Penalty: 2540.335449
	Iteration 43Q: 3 clusters Score -139494.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -139502.515625 Penalty: 2540.335449
	Iteration 44Q: 3 clusters Score -139502.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -139508.812500 Penalty: 2540.335449
	Iteration 45Q: 3 clusters Score -139508.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -139516.109375 Penalty: 2540.335449
	Iteration 46Q: 3 clusters Score -139516.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -139521.281250 Penalty: 2540.335449
	Iteration 47Q: 3 clusters Score -139521.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -139526.343750 Penalty: 2540.335449
	Iteration 48Q: 3 clusters Score -139526.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -139533.546875 Penalty: 2540.335449
	Iteration 49Q: 3 clusters Score -139533.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -139541.781250 Penalty: 2540.335449
	Iteration 50Q: 3 clusters Score -139541.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -139551.203125 Penalty: 2540.335449
	Iteration 51Q: 3 clusters Score -139551.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -139560.718750 Penalty: 2540.335449
	Iteration 52Q: 3 clusters Score -139560.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -139565.312500 Penalty: 2540.335449
	Iteration 53Q: 3 clusters Score -139565.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -139567.703125 Penalty: 2540.335449
	Iteration 54Q: 3 clusters Score -139567.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -139567.703125 Penalty: 2540.335449
	Iteration 55F: 3 clusters Score -139567.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Entering Unmasked Estep 
Score: -74353.453125 Penalty: 1152.813232
	Iteration 0F: 2 clusters Score -74353.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -72747.289062 Penalty: 2305.626465
	Iteration 0F: 3 clusters Score -72747.29 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -73026.375000 Penalty: 2305.626465
	Iteration 1F: 3 clusters Score -73026.38 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -73092.976562 Penalty: 2305.626465
	Iteration 2F: 3 clusters Score -73092.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -73133.562500 Penalty: 2305.626465
	Iteration 3Q: 3 clusters Score -73133.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -73156.765625 Penalty: 2305.626465
	Iteration 4Q: 3 clusters Score -73156.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -73176.898438 Penalty: 2305.626465
	Iteration 5Q: 3 clusters Score -73176.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -73191.343750 Penalty: 2305.626465
	Iteration 6Q: 3 clusters Score -73191.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -73204.843750 Penalty: 2305.626465
	Iteration 7Q: 3 clusters Score -73204.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -73214.625000 Penalty: 2305.626465
	Iteration 8Q: 3 clusters Score -73214.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -73222.476562 Penalty: 2305.626465
	Iteration 9Q: 3 clusters Score -73222.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -73229.601562 Penalty: 2305.626465
	Iteration 10Q: 3 clusters Score -73229.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -73235.437500 Penalty: 2305.626465
	Iteration 11Q: 3 clusters Score -73235.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -73239.578125 Penalty: 2305.626465
	Iteration 12Q: 3 clusters Score -73239.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -73240.937500 Penalty: 2305.626465
	Iteration 13Q: 3 clusters Score -73240.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -73241.039062 Penalty: 2305.626465
	Iteration 14Q: 3 clusters Score -73241.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -73241.039062 Penalty: 2305.626465
	Iteration 15F: 3 clusters Score -73241.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Entering Unmasked Estep 
Score: -323120.125000 Penalty: 1384.141357
	Iteration 0F: 2 clusters Score -323120.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -319097.937500 Penalty: 2768.282715
	Iteration 0F: 3 clusters Score -319097.9 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -320191.406250 Penalty: 2768.282715
	Iteration 1F: 3 clusters Score -320191.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -320343.718750 Penalty: 2768.282715
	Iteration 2F: 3 clusters Score -320343.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -320450.250000 Penalty: 2768.282715
	Iteration 3Q: 3 clusters Score -320450.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -320544.656250 Penalty: 2768.282715
	Iteration 4Q: 3 clusters Score -320544.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -320653.000000 Penalty: 2768.282715
	Iteration 5Q: 3 clusters Score -320653 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -320762.593750 Penalty: 2768.282715
	Iteration 6Q: 3 clusters Score -320762.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -320874.687500 Penalty: 2768.282715
	Iteration 7Q: 3 clusters Score -320874.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -320996.906250 Penalty: 2768.282715
	Iteration 8Q: 3 clusters Score -320996.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -321123.125000 Penalty: 2768.282715
	Iteration 9Q: 3 clusters Score -321123.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -321254.875000 Penalty: 2768.282715
	Iteration 10Q: 3 clusters Score -321254.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -321381.593750 Penalty: 2768.282715
	Iteration 11Q: 3 clusters Score -321381.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -321484.812500 Penalty: 2768.282715
	Iteration 12Q: 3 clusters Score -321484.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -321571.843750 Penalty: 2768.282715
	Iteration 13Q: 3 clusters Score -321571.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -321641.000000 Penalty: 2768.282715
	Iteration 14Q: 3 clusters Score -321641 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -321700.500000 Penalty: 2768.282715
	Iteration 15Q: 3 clusters Score -321700.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -321751.968750 Penalty: 2768.282715
	Iteration 16Q: 3 clusters Score -321752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -321793.843750 Penalty: 2768.282715
	Iteration 17Q: 3 clusters Score -321793.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -321819.406250 Penalty: 2768.282715
	Iteration 18Q: 3 clusters Score -321819.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -321826.812500 Penalty: 2768.282715
	Iteration 19Q: 3 clusters Score -321826.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -321843.343750 Penalty: 2768.282715
	Iteration 20F: 3 clusters Score -321843.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -321855.187500 Penalty: 2768.282715
	Iteration 21Q: 3 clusters Score -321855.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -321867.125000 Penalty: 2768.282715
	Iteration 22Q: 3 clusters Score -321867.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -321874.343750 Penalty: 2768.282715
	Iteration 23Q: 3 clusters Score -321874.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -321881.531250 Penalty: 2768.282715
	Iteration 24Q: 3 clusters Score -321881.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -321885.812500 Penalty: 2768.282715
	Iteration 25Q: 3 clusters Score -321885.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -321888.468750 Penalty: 2768.282715
	Iteration 26Q: 3 clusters Score -321888.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -321891.875000 Penalty: 2768.282715
	Iteration 27Q: 3 clusters Score -321891.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -321893.406250 Penalty: 2768.282715
	Iteration 28Q: 3 clusters Score -321893.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -321896.312500 Penalty: 2768.282715
	Iteration 29Q: 3 clusters Score -321896.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -321898.468750 Penalty: 2768.282715
	Iteration 30Q: 3 clusters Score -321898.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -321901.406250 Penalty: 2768.282715
	Iteration 31Q: 3 clusters Score -321901.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -321903.500000 Penalty: 2768.282715
	Iteration 32Q: 3 clusters Score -321903.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -321905.031250 Penalty: 2768.282715
	Iteration 33Q: 3 clusters Score -321905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -321906.937500 Penalty: 2768.282715
	Iteration 34Q: 3 clusters Score -321906.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -321909.687500 Penalty: 2768.282715
	Iteration 35Q: 3 clusters Score -321909.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -321913.218750 Penalty: 2768.282715
	Iteration 36Q: 3 clusters Score -321913.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -321913.687500 Penalty: 2768.282715
	Iteration 37Q: 3 clusters Score -321913.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -321913.687500 Penalty: 2768.282715
	Iteration 38F: 3 clusters Score -321913.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Entering Unmasked Estep 
Score: -212216.796875 Penalty: 1334.542358
	Iteration 0F: 2 clusters Score -212216.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -209104.734375 Penalty: 2669.084717
	Iteration 0F: 3 clusters Score -209104.7 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -209939.078125 Penalty: 2669.084717
	Iteration 1F: 3 clusters Score -209939.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -210148.000000 Penalty: 2669.084717
	Iteration 2F: 3 clusters Score -210148 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -210295.812500 Penalty: 2669.084717
	Iteration 3F: 3 clusters Score -210295.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -210414.375000 Penalty: 2669.084717
	Iteration 4Q: 3 clusters Score -210414.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -210535.140625 Penalty: 2669.084717
	Iteration 5F: 3 clusters Score -210535.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -210639.687500 Penalty: 2669.084717
	Iteration 6Q: 3 clusters Score -210639.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -210740.609375 Penalty: 2669.084717
	Iteration 7Q: 3 clusters Score -210740.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -210834.984375 Penalty: 2669.084717
	Iteration 8Q: 3 clusters Score -210835 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -210931.796875 Penalty: 2669.084717
	Iteration 9Q: 3 clusters Score -210931.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -211033.859375 Penalty: 2669.084717
	Iteration 10Q: 3 clusters Score -211033.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -211150.031250 Penalty: 2669.084717
	Iteration 11Q: 3 clusters Score -211150 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -211250.906250 Penalty: 2669.084717
	Iteration 12Q: 3 clusters Score -211250.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -211326.234375 Penalty: 2669.084717
	Iteration 13Q: 3 clusters Score -211326.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -211378.328125 Penalty: 2669.084717
	Iteration 14Q: 3 clusters Score -211378.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -211415.343750 Penalty: 2669.084717
	Iteration 15Q: 3 clusters Score -211415.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -211436.765625 Penalty: 2669.084717
	Iteration 16Q: 3 clusters Score -211436.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -211452.218750 Penalty: 2669.084717
	Iteration 17Q: 3 clusters Score -211452.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -211468.437500 Penalty: 2669.084717
	Iteration 18Q: 3 clusters Score -211468.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -211479.109375 Penalty: 2669.084717
	Iteration 19Q: 3 clusters Score -211479.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -211483.875000 Penalty: 2669.084717
	Iteration 20F: 3 clusters Score -211483.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -211488.093750 Penalty: 2669.084717
	Iteration 21Q: 3 clusters Score -211488.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -211490.703125 Penalty: 2669.084717
	Iteration 22Q: 3 clusters Score -211490.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -211493.578125 Penalty: 2669.084717
	Iteration 23Q: 3 clusters Score -211493.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -211494.218750 Penalty: 2669.084717
	Iteration 24Q: 3 clusters Score -211494.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -211495.515625 Penalty: 2669.084717
	Iteration 25Q: 3 clusters Score -211495.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -211496.468750 Penalty: 2669.084717
	Iteration 26Q: 3 clusters Score -211496.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -211496.468750 Penalty: 2669.084717
	Iteration 27F: 3 clusters Score -211496.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (86208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86208 members 
Entering Unmasked Estep 
Score: -5269765.500000 Penalty: 1846.734253
	Iteration 0F: 2 clusters Score -5269766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -5211943.000000 Penalty: 3693.468506
	Iteration 0F: 3 clusters Score -5211943 nChanged 41296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -5236818.000000 Penalty: 3693.468506
	Iteration 1F: 3 clusters Score -5236818 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -5238143.500000 Penalty: 3693.468506
	Iteration 2Q: 3 clusters Score -5238144 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -5240256.000000 Penalty: 3693.468506
	Iteration 3F: 3 clusters Score -5240256 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 58998 members 
Entering Unmasked Estep 
Score: -5243739.500000 Penalty: 3693.468506
	Iteration 4F: 3 clusters Score -5243740 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 65576 members 
Entering Unmasked Estep 
Score: -5249138.500000 Penalty: 3693.468506
	Iteration 5F: 3 clusters Score -5249138 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 72686 members 
Entering Unmasked Estep 
Score: -5255622.000000 Penalty: 3693.468506
	Iteration 6F: 3 clusters Score -5255622 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 78573 members 
Entering Unmasked Estep 
Score: -5261182.500000 Penalty: 3693.468506
	Iteration 7F: 3 clusters Score -5261182 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 82543 members 
Entering Unmasked Estep 
Score: -5264982.500000 Penalty: 3693.468506
	Iteration 8Q: 3 clusters Score -5264982 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 84543 members 
Entering Unmasked Estep 
Score: -5266759.000000 Penalty: 3693.468506
	Iteration 9Q: 3 clusters Score -5266759 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 85420 members 
Entering Unmasked Estep 
Score: -5267581.500000 Penalty: 3693.468506
	Iteration 10Q: 3 clusters Score -5267582 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 85724 members 
Entering Unmasked Estep 
Score: -5267852.000000 Penalty: 3693.468506
	Iteration 11Q: 3 clusters Score -5267852 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 85839 members 
Entering Unmasked Estep 
Score: -5267992.000000 Penalty: 3693.468506
	Iteration 12Q: 3 clusters Score -5267992 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 85882 members 
Entering Unmasked Estep 
Score: -5268061.500000 Penalty: 3693.468506
	Iteration 13Q: 3 clusters Score -5268062 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 85905 members 
Entering Unmasked Estep 
Score: -5268102.500000 Penalty: 3693.468506
	Iteration 14Q: 3 clusters Score -5268102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 85922 members 
Entering Unmasked Estep 
Score: -5268121.000000 Penalty: 3693.468506
	Iteration 15Q: 3 clusters Score -5268121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 85932 members 
Entering Unmasked Estep 
Score: -5268147.000000 Penalty: 3693.468506
	Iteration 16Q: 3 clusters Score -5268147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 85936 members 
Entering Unmasked Estep 
Score: -5268151.500000 Penalty: 3693.468506
	Iteration 17Q: 3 clusters Score -5268152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 85943 members 
Entering Unmasked Estep 
Score: -5268162.500000 Penalty: 3693.468506
	Iteration 18Q: 3 clusters Score -5268162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 85939 members 
Entering Unmasked Estep 
Score: -5268178.500000 Penalty: 3693.468506
	Iteration 19Q: 3 clusters Score -5268178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 85941 members 
Entering Unmasked Estep 
Score: -5268199.500000 Penalty: 3693.468506
	Iteration 20F: 3 clusters Score -5268200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 85944 members 
Entering Unmasked Estep 
Score: -5268217.000000 Penalty: 3693.468506
	Iteration 21Q: 3 clusters Score -5268217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 85943 members 
Entering Unmasked Estep 
Score: -5268221.500000 Penalty: 3693.468506
	Iteration 22Q: 3 clusters Score -5268222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 85943 members 
Entering Unmasked Estep 
Score: -5268228.500000 Penalty: 3693.468506
	Iteration 23Q: 3 clusters Score -5268228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 85943 members 
Entering Unmasked Estep 
Score: -5268228.500000 Penalty: 3693.468506
	Iteration 24F: 3 clusters Score -5268228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Entering Unmasked Estep 
Score: -382616.343750 Penalty: 1424.969116
	Iteration 0F: 2 clusters Score -382616.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -377754.750000 Penalty: 2849.938232
	Iteration 0F: 3 clusters Score -377754.8 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -379229.500000 Penalty: 2849.938232
	Iteration 1F: 3 clusters Score -379229.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -379457.781250 Penalty: 2849.938232
	Iteration 2F: 3 clusters Score -379457.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -379619.312500 Penalty: 2849.938232
	Iteration 3F: 3 clusters Score -379619.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -379772.343750 Penalty: 2849.938232
	Iteration 4Q: 3 clusters Score -379772.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -379903.843750 Penalty: 2849.938232
	Iteration 5Q: 3 clusters Score -379903.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -380021.093750 Penalty: 2849.938232
	Iteration 6Q: 3 clusters Score -380021.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -380104.000000 Penalty: 2849.938232
	Iteration 7Q: 3 clusters Score -380104 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -380166.062500 Penalty: 2849.938232
	Iteration 8Q: 3 clusters Score -380166.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -380223.468750 Penalty: 2849.938232
	Iteration 9Q: 3 clusters Score -380223.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -380277.687500 Penalty: 2849.938232
	Iteration 10Q: 3 clusters Score -380277.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -380321.218750 Penalty: 2849.938232
	Iteration 11Q: 3 clusters Score -380321.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -380353.656250 Penalty: 2849.938232
	Iteration 12Q: 3 clusters Score -380353.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -380393.187500 Penalty: 2849.938232
	Iteration 13Q: 3 clusters Score -380393.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -380438.843750 Penalty: 2849.938232
	Iteration 14Q: 3 clusters Score -380438.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -380481.062500 Penalty: 2849.938232
	Iteration 15Q: 3 clusters Score -380481.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -380524.125000 Penalty: 2849.938232
	Iteration 16Q: 3 clusters Score -380524.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -380558.343750 Penalty: 2849.938232
	Iteration 17Q: 3 clusters Score -380558.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -380588.250000 Penalty: 2849.938232
	Iteration 18Q: 3 clusters Score -380588.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -380615.593750 Penalty: 2849.938232
	Iteration 19Q: 3 clusters Score -380615.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -380642.718750 Penalty: 2849.938232
	Iteration 20F: 3 clusters Score -380642.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -380676.468750 Penalty: 2849.938232
	Iteration 21Q: 3 clusters Score -380676.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -380714.250000 Penalty: 2849.938232
	Iteration 22Q: 3 clusters Score -380714.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -380754.062500 Penalty: 2849.938232
	Iteration 23Q: 3 clusters Score -380754.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -380789.656250 Penalty: 2849.938232
	Iteration 24Q: 3 clusters Score -380789.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -380828.125000 Penalty: 2849.938232
	Iteration 25Q: 3 clusters Score -380828.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -380864.031250 Penalty: 2849.938232
	Iteration 26Q: 3 clusters Score -380864 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -380904.343750 Penalty: 2849.938232
	Iteration 27Q: 3 clusters Score -380904.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -380948.906250 Penalty: 2849.938232
	Iteration 28Q: 3 clusters Score -380948.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -380981.218750 Penalty: 2849.938232
	Iteration 29Q: 3 clusters Score -380981.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -381014.156250 Penalty: 2849.938232
	Iteration 30Q: 3 clusters Score -381014.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -381054.343750 Penalty: 2849.938232
	Iteration 31Q: 3 clusters Score -381054.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -381100.906250 Penalty: 2849.938232
	Iteration 32Q: 3 clusters Score -381100.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -381136.437500 Penalty: 2849.938232
	Iteration 33Q: 3 clusters Score -381136.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -381167.750000 Penalty: 2849.938232
	Iteration 34Q: 3 clusters Score -381167.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -381195.625000 Penalty: 2849.938232
	Iteration 35Q: 3 clusters Score -381195.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -381216.156250 Penalty: 2849.938232
	Iteration 36Q: 3 clusters Score -381216.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -381237.937500 Penalty: 2849.938232
	Iteration 37Q: 3 clusters Score -381237.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -381260.187500 Penalty: 2849.938232
	Iteration 38Q: 3 clusters Score -381260.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -381284.625000 Penalty: 2849.938232
	Iteration 39Q: 3 clusters Score -381284.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -381302.125000 Penalty: 2849.938232
	Iteration 40F: 3 clusters Score -381302.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -381314.250000 Penalty: 2849.938232
	Iteration 41Q: 3 clusters Score -381314.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -381328.500000 Penalty: 2849.938232
	Iteration 42Q: 3 clusters Score -381328.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -381338.093750 Penalty: 2849.938232
	Iteration 43Q: 3 clusters Score -381338.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -381347.187500 Penalty: 2849.938232
	Iteration 44Q: 3 clusters Score -381347.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -381354.312500 Penalty: 2849.938232
	Iteration 45Q: 3 clusters Score -381354.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -381361.375000 Penalty: 2849.938232
	Iteration 46Q: 3 clusters Score -381361.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -381372.093750 Penalty: 2849.938232
	Iteration 47Q: 3 clusters Score -381372.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -381381.406250 Penalty: 2849.938232
	Iteration 48Q: 3 clusters Score -381381.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -381391.312500 Penalty: 2849.938232
	Iteration 49Q: 3 clusters Score -381391.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -381407.812500 Penalty: 2849.938232
	Iteration 50Q: 3 clusters Score -381407.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -381425.625000 Penalty: 2849.938232
	Iteration 51Q: 3 clusters Score -381425.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -381445.562500 Penalty: 2849.938232
	Iteration 52Q: 3 clusters Score -381445.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -381454.531250 Penalty: 2849.938232
	Iteration 53Q: 3 clusters Score -381454.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -381462.531250 Penalty: 2849.938232
	Iteration 54Q: 3 clusters Score -381462.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -381470.343750 Penalty: 2849.938232
	Iteration 55Q: 3 clusters Score -381470.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -381474.937500 Penalty: 2849.938232
	Iteration 56Q: 3 clusters Score -381474.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -381479.750000 Penalty: 2849.938232
	Iteration 57Q: 3 clusters Score -381479.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -381487.093750 Penalty: 2849.938232
	Iteration 58Q: 3 clusters Score -381487.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -381493.062500 Penalty: 2849.938232
	Iteration 59Q: 3 clusters Score -381493.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -381497.406250 Penalty: 2849.938232
	Iteration 60F: 3 clusters Score -381497.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -381498.500000 Penalty: 2849.938232
	Iteration 61Q: 3 clusters Score -381498.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -381499.781250 Penalty: 2849.938232
	Iteration 62Q: 3 clusters Score -381499.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -381501.031250 Penalty: 2849.938232
	Iteration 63Q: 3 clusters Score -381501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -381502.156250 Penalty: 2849.938232
	Iteration 64Q: 3 clusters Score -381502.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -381501.937500 Penalty: 2849.938232
	Iteration 65Q: 3 clusters Score -381501.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -381501.781250 Penalty: 2849.938232
	Iteration 66Q: 3 clusters Score -381501.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -381503.187500 Penalty: 2849.938232
	Iteration 67Q: 3 clusters Score -381503.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -381504.000000 Penalty: 2849.938232
	Iteration 68Q: 3 clusters Score -381504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -381504.000000 Penalty: 2849.938232
	Iteration 69F: 3 clusters Score -381504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -738746.500000 Penalty: 1528.606934
	Iteration 0F: 2 clusters Score -738746.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -730231.750000 Penalty: 3057.213867
	Iteration 0F: 3 clusters Score -730231.8 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -733140.375000 Penalty: 3057.213867
	Iteration 1F: 3 clusters Score -733140.4 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -733419.437500 Penalty: 3057.213867
	Iteration 2F: 3 clusters Score -733419.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -733658.937500 Penalty: 3057.213867
	Iteration 3Q: 3 clusters Score -733658.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -733885.125000 Penalty: 3057.213867
	Iteration 4Q: 3 clusters Score -733885.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -734105.187500 Penalty: 3057.213867
	Iteration 5Q: 3 clusters Score -734105.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -734352.250000 Penalty: 3057.213867
	Iteration 6Q: 3 clusters Score -734352.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -734629.750000 Penalty: 3057.213867
	Iteration 7Q: 3 clusters Score -734629.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -734938.937500 Penalty: 3057.213867
	Iteration 8Q: 3 clusters Score -734938.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -735281.437500 Penalty: 3057.213867
	Iteration 9Q: 3 clusters Score -735281.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -735632.187500 Penalty: 3057.213867
	Iteration 10Q: 3 clusters Score -735632.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -735934.250000 Penalty: 3057.213867
	Iteration 11Q: 3 clusters Score -735934.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -736155.250000 Penalty: 3057.213867
	Iteration 12Q: 3 clusters Score -736155.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -736331.562500 Penalty: 3057.213867
	Iteration 13Q: 3 clusters Score -736331.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -736487.437500 Penalty: 3057.213867
	Iteration 14Q: 3 clusters Score -736487.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -736603.000000 Penalty: 3057.213867
	Iteration 15Q: 3 clusters Score -736603 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -736703.500000 Penalty: 3057.213867
	Iteration 16Q: 3 clusters Score -736703.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -736786.687500 Penalty: 3057.213867
	Iteration 17Q: 3 clusters Score -736786.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -736857.187500 Penalty: 3057.213867
	Iteration 18Q: 3 clusters Score -736857.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -736911.750000 Penalty: 3057.213867
	Iteration 19Q: 3 clusters Score -736911.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -736972.625000 Penalty: 3057.213867
	Iteration 20F: 3 clusters Score -736972.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -737056.062500 Penalty: 3057.213867
	Iteration 21Q: 3 clusters Score -737056.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -737149.062500 Penalty: 3057.213867
	Iteration 22Q: 3 clusters Score -737149.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -737230.250000 Penalty: 3057.213867
	Iteration 23Q: 3 clusters Score -737230.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -737292.437500 Penalty: 3057.213867
	Iteration 24Q: 3 clusters Score -737292.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -737341.000000 Penalty: 3057.213867
	Iteration 25Q: 3 clusters Score -737341 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -737376.812500 Penalty: 3057.213867
	Iteration 26Q: 3 clusters Score -737376.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -737404.687500 Penalty: 3057.213867
	Iteration 27Q: 3 clusters Score -737404.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -737420.687500 Penalty: 3057.213867
	Iteration 28Q: 3 clusters Score -737420.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -737434.187500 Penalty: 3057.213867
	Iteration 29Q: 3 clusters Score -737434.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -737445.562500 Penalty: 3057.213867
	Iteration 30Q: 3 clusters Score -737445.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -737450.500000 Penalty: 3057.213867
	Iteration 31Q: 3 clusters Score -737450.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -737454.875000 Penalty: 3057.213867
	Iteration 32Q: 3 clusters Score -737454.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -737459.625000 Penalty: 3057.213867
	Iteration 33Q: 3 clusters Score -737459.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -737464.875000 Penalty: 3057.213867
	Iteration 34Q: 3 clusters Score -737464.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -737469.500000 Penalty: 3057.213867
	Iteration 35Q: 3 clusters Score -737469.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -737474.875000 Penalty: 3057.213867
	Iteration 36Q: 3 clusters Score -737474.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -737476.062500 Penalty: 3057.213867
	Iteration 37Q: 3 clusters Score -737476.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -737479.000000 Penalty: 3057.213867
	Iteration 38Q: 3 clusters Score -737479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -737482.687500 Penalty: 3057.213867
	Iteration 39Q: 3 clusters Score -737482.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -737485.250000 Penalty: 3057.213867
	Iteration 40F: 3 clusters Score -737485.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -737486.937500 Penalty: 3057.213867
	Iteration 41Q: 3 clusters Score -737486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -737488.500000 Penalty: 3057.213867
	Iteration 42Q: 3 clusters Score -737488.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -737489.250000 Penalty: 3057.213867
	Iteration 43Q: 3 clusters Score -737489.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -737488.125000 Penalty: 3057.213867
	Iteration 44Q: 3 clusters Score -737488.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -737488.375000 Penalty: 3057.213867
	Iteration 45Q: 3 clusters Score -737488.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -737488.312500 Penalty: 3057.213867
	Iteration 46Q: 3 clusters Score -737488.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -737490.187500 Penalty: 3057.213867
	Iteration 47Q: 3 clusters Score -737490.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -737490.187500 Penalty: 3057.213867
	Iteration 48F: 3 clusters Score -737490.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Entering Unmasked Estep 
Score: -245109.703125 Penalty: 1352.507446
	Iteration 0F: 2 clusters Score -245109.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -241691.859375 Penalty: 2705.014893
	Iteration 0F: 3 clusters Score -241691.9 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -242599.234375 Penalty: 2705.014893
	Iteration 1F: 3 clusters Score -242599.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -242816.421875 Penalty: 2705.014893
	Iteration 2F: 3 clusters Score -242816.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -243004.781250 Penalty: 2705.014893
	Iteration 3F: 3 clusters Score -243004.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -243223.359375 Penalty: 2705.014893
	Iteration 4F: 3 clusters Score -243223.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -243490.015625 Penalty: 2705.014893
	Iteration 5F: 3 clusters Score -243490 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -243692.671875 Penalty: 2705.014893
	Iteration 6F: 3 clusters Score -243692.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -243853.250000 Penalty: 2705.014893
	Iteration 7Q: 3 clusters Score -243853.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -243989.687500 Penalty: 2705.014893
	Iteration 8Q: 3 clusters Score -243989.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -244096.406250 Penalty: 2705.014893
	Iteration 9Q: 3 clusters Score -244096.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -244216.546875 Penalty: 2705.014893
	Iteration 10Q: 3 clusters Score -244216.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -244311.718750 Penalty: 2705.014893
	Iteration 11Q: 3 clusters Score -244311.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -244378.953125 Penalty: 2705.014893
	Iteration 12Q: 3 clusters Score -244379 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -244432.890625 Penalty: 2705.014893
	Iteration 13Q: 3 clusters Score -244432.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -244457.593750 Penalty: 2705.014893
	Iteration 14Q: 3 clusters Score -244457.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -244470.062500 Penalty: 2705.014893
	Iteration 15Q: 3 clusters Score -244470.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -244486.265625 Penalty: 2705.014893
	Iteration 16Q: 3 clusters Score -244486.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -244501.250000 Penalty: 2705.014893
	Iteration 17Q: 3 clusters Score -244501.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -244519.093750 Penalty: 2705.014893
	Iteration 18Q: 3 clusters Score -244519.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -244529.984375 Penalty: 2705.014893
	Iteration 19Q: 3 clusters Score -244530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -244536.218750 Penalty: 2705.014893
	Iteration 20F: 3 clusters Score -244536.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -244543.406250 Penalty: 2705.014893
	Iteration 21Q: 3 clusters Score -244543.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -244551.484375 Penalty: 2705.014893
	Iteration 22Q: 3 clusters Score -244551.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -244557.671875 Penalty: 2705.014893
	Iteration 23Q: 3 clusters Score -244557.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -244560.796875 Penalty: 2705.014893
	Iteration 24Q: 3 clusters Score -244560.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -244562.093750 Penalty: 2705.014893
	Iteration 25Q: 3 clusters Score -244562.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -244563.531250 Penalty: 2705.014893
	Iteration 26Q: 3 clusters Score -244563.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -244564.125000 Penalty: 2705.014893
	Iteration 27Q: 3 clusters Score -244564.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -244564.437500 Penalty: 2705.014893
	Iteration 28Q: 3 clusters Score -244564.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -244564.437500 Penalty: 2705.014893
	Iteration 29F: 3 clusters Score -244564.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (89055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89055 members 
Entering Unmasked Estep 
Score: -5694329.500000 Penalty: 1852.014160
	Iteration 0F: 2 clusters Score -5694330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -5634928.000000 Penalty: 3704.028320
	Iteration 0F: 3 clusters Score -5634928 nChanged 42414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -5659857.500000 Penalty: 3704.028320
	Iteration 1F: 3 clusters Score -5659858 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -5660717.000000 Penalty: 3704.028320
	Iteration 2Q: 3 clusters Score -5660717 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 41999 members 
Entering Unmasked Estep 
Score: -5661746.000000 Penalty: 3704.028320
	Iteration 3Q: 3 clusters Score -5661746 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -5663038.000000 Penalty: 3704.028320
	Iteration 4Q: 3 clusters Score -5663038 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -5664808.500000 Penalty: 3704.028320
	Iteration 5Q: 3 clusters Score -5664808 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52440 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -5667192.500000 Penalty: 3704.028320
	Iteration 6F: 3 clusters Score -5667192 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55100 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -5670388.000000 Penalty: 3704.028320
	Iteration 7F: 3 clusters Score -5670388 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -5674074.500000 Penalty: 3704.028320
	Iteration 8F: 3 clusters Score -5674074 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60385 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -5677574.000000 Penalty: 3704.028320
	Iteration 9F: 3 clusters Score -5677574 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -5679919.000000 Penalty: 3704.028320
	Iteration 10Q: 3 clusters Score -5679919 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63933 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -5681076.000000 Penalty: 3704.028320
	Iteration 11Q: 3 clusters Score -5681076 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65477 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -5681787.000000 Penalty: 3704.028320
	Iteration 12Q: 3 clusters Score -5681787 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66973 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -5682352.500000 Penalty: 3704.028320
	Iteration 13Q: 3 clusters Score -5682352 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68469 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -5682926.000000 Penalty: 3704.028320
	Iteration 14Q: 3 clusters Score -5682926 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70029 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -5683482.000000 Penalty: 3704.028320
	Iteration 15Q: 3 clusters Score -5683482 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71639 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -5684113.000000 Penalty: 3704.028320
	Iteration 16Q: 3 clusters Score -5684113 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73228 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -5684775.500000 Penalty: 3704.028320
	Iteration 17Q: 3 clusters Score -5684776 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74811 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -5685507.000000 Penalty: 3704.028320
	Iteration 18Q: 3 clusters Score -5685507 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76400 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -5686236.500000 Penalty: 3704.028320
	Iteration 19Q: 3 clusters Score -5686236 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77898 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -5686951.000000 Penalty: 3704.028320
	Iteration 20F: 3 clusters Score -5686951 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79327 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -5687624.000000 Penalty: 3704.028320
	Iteration 21Q: 3 clusters Score -5687624 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80700 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -5688334.000000 Penalty: 3704.028320
	Iteration 22Q: 3 clusters Score -5688334 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82020 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -5689047.000000 Penalty: 3704.028320
	Iteration 23Q: 3 clusters Score -5689047 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83192 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -5689707.500000 Penalty: 3704.028320
	Iteration 24Q: 3 clusters Score -5689708 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84253 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -5690315.500000 Penalty: 3704.028320
	Iteration 25Q: 3 clusters Score -5690316 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85141 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -5690796.000000 Penalty: 3704.028320
	Iteration 26Q: 3 clusters Score -5690796 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85922 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -5691270.500000 Penalty: 3704.028320
	Iteration 27Q: 3 clusters Score -5691270 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86557 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -5691630.000000 Penalty: 3704.028320
	Iteration 28Q: 3 clusters Score -5691630 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87044 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5691925.500000 Penalty: 3704.028320
	Iteration 29Q: 3 clusters Score -5691926 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87431 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5692139.500000 Penalty: 3704.028320
	Iteration 30Q: 3 clusters Score -5692140 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87714 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5692300.500000 Penalty: 3704.028320
	Iteration 31Q: 3 clusters Score -5692300 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87917 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5692432.000000 Penalty: 3704.028320
	Iteration 32Q: 3 clusters Score -5692432 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88065 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5692517.500000 Penalty: 3704.028320
	Iteration 33Q: 3 clusters Score -5692518 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88169 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5692562.500000 Penalty: 3704.028320
	Iteration 34Q: 3 clusters Score -5692562 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88236 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5692620.500000 Penalty: 3704.028320
	Iteration 35Q: 3 clusters Score -5692620 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88298 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5692652.000000 Penalty: 3704.028320
	Iteration 36Q: 3 clusters Score -5692652 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88351 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5692690.000000 Penalty: 3704.028320
	Iteration 37Q: 3 clusters Score -5692690 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88392 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5692718.000000 Penalty: 3704.028320
	Iteration 38Q: 3 clusters Score -5692718 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88422 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5692748.500000 Penalty: 3704.028320
	Iteration 39Q: 3 clusters Score -5692748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88442 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5692762.000000 Penalty: 3704.028320
	Iteration 40F: 3 clusters Score -5692762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88463 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5692782.000000 Penalty: 3704.028320
	Iteration 41Q: 3 clusters Score -5692782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88473 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5692787.000000 Penalty: 3704.028320
	Iteration 42Q: 3 clusters Score -5692787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88485 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5692806.500000 Penalty: 3704.028320
	Iteration 43Q: 3 clusters Score -5692806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88499 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5692816.000000 Penalty: 3704.028320
	Iteration 44Q: 3 clusters Score -5692816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88505 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5692818.500000 Penalty: 3704.028320
	Iteration 45Q: 3 clusters Score -5692818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88512 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5692818.000000 Penalty: 3704.028320
	Iteration 46Q: 3 clusters Score -5692818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88518 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5692825.000000 Penalty: 3704.028320
	Iteration 47Q: 3 clusters Score -5692825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88520 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5692816.500000 Penalty: 3704.028320
	Iteration 48Q: 3 clusters Score -5692816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88520 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5692820.500000 Penalty: 3704.028320
	Iteration 49Q: 3 clusters Score -5692820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88522 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5692825.500000 Penalty: 3704.028320
	Iteration 50Q: 3 clusters Score -5692826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88522 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5692825.500000 Penalty: 3704.028320
	Iteration 51F: 3 clusters Score -5692826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Entering Unmasked Estep 
Score: -378207.812500 Penalty: 1420.278809
	Iteration 0F: 2 clusters Score -378207.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -373517.750000 Penalty: 2840.557617
	Iteration 0F: 3 clusters Score -373517.8 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -374964.375000 Penalty: 2840.557617
	Iteration 1F: 3 clusters Score -374964.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -375277.218750 Penalty: 2840.557617
	Iteration 2F: 3 clusters Score -375277.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -375584.968750 Penalty: 2840.557617
	Iteration 3F: 3 clusters Score -375585 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -375850.031250 Penalty: 2840.557617
	Iteration 4F: 3 clusters Score -375850 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -376051.750000 Penalty: 2840.557617
	Iteration 5F: 3 clusters Score -376051.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -376225.093750 Penalty: 2840.557617
	Iteration 6Q: 3 clusters Score -376225.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -376403.156250 Penalty: 2840.557617
	Iteration 7Q: 3 clusters Score -376403.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -376555.781250 Penalty: 2840.557617
	Iteration 8Q: 3 clusters Score -376555.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -376708.656250 Penalty: 2840.557617
	Iteration 9Q: 3 clusters Score -376708.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -376818.781250 Penalty: 2840.557617
	Iteration 10Q: 3 clusters Score -376818.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -376916.406250 Penalty: 2840.557617
	Iteration 11Q: 3 clusters Score -376916.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -376993.968750 Penalty: 2840.557617
	Iteration 12Q: 3 clusters Score -376994 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -377082.812500 Penalty: 2840.557617
	Iteration 13Q: 3 clusters Score -377082.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -377162.375000 Penalty: 2840.557617
	Iteration 14Q: 3 clusters Score -377162.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -377218.125000 Penalty: 2840.557617
	Iteration 15Q: 3 clusters Score -377218.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -377271.750000 Penalty: 2840.557617
	Iteration 16Q: 3 clusters Score -377271.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -377322.375000 Penalty: 2840.557617
	Iteration 17Q: 3 clusters Score -377322.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -377351.187500 Penalty: 2840.557617
	Iteration 18Q: 3 clusters Score -377351.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -377368.312500 Penalty: 2840.557617
	Iteration 19Q: 3 clusters Score -377368.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -377386.937500 Penalty: 2840.557617
	Iteration 20F: 3 clusters Score -377386.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -377399.500000 Penalty: 2840.557617
	Iteration 21Q: 3 clusters Score -377399.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -377406.593750 Penalty: 2840.557617
	Iteration 22Q: 3 clusters Score -377406.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -377416.875000 Penalty: 2840.557617
	Iteration 23Q: 3 clusters Score -377416.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -377424.625000 Penalty: 2840.557617
	Iteration 24Q: 3 clusters Score -377424.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -377436.000000 Penalty: 2840.557617
	Iteration 25Q: 3 clusters Score -377436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -377452.406250 Penalty: 2840.557617
	Iteration 26Q: 3 clusters Score -377452.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -377466.812500 Penalty: 2840.557617
	Iteration 27Q: 3 clusters Score -377466.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -377481.062500 Penalty: 2840.557617
	Iteration 28Q: 3 clusters Score -377481.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -377494.937500 Penalty: 2840.557617
	Iteration 29Q: 3 clusters Score -377494.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -377502.718750 Penalty: 2840.557617
	Iteration 30Q: 3 clusters Score -377502.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -377508.468750 Penalty: 2840.557617
	Iteration 31Q: 3 clusters Score -377508.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -377518.437500 Penalty: 2840.557617
	Iteration 32Q: 3 clusters Score -377518.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -377525.156250 Penalty: 2840.557617
	Iteration 33Q: 3 clusters Score -377525.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -377531.875000 Penalty: 2840.557617
	Iteration 34Q: 3 clusters Score -377531.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -377542.125000 Penalty: 2840.557617
	Iteration 35Q: 3 clusters Score -377542.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -377551.375000 Penalty: 2840.557617
	Iteration 36Q: 3 clusters Score -377551.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -377562.406250 Penalty: 2840.557617
	Iteration 37Q: 3 clusters Score -377562.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -377569.093750 Penalty: 2840.557617
	Iteration 38Q: 3 clusters Score -377569.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -377575.093750 Penalty: 2840.557617
	Iteration 39Q: 3 clusters Score -377575.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -377581.968750 Penalty: 2840.557617
	Iteration 40F: 3 clusters Score -377582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -377587.875000 Penalty: 2840.557617
	Iteration 41Q: 3 clusters Score -377587.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -377590.437500 Penalty: 2840.557617
	Iteration 42Q: 3 clusters Score -377590.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -377592.781250 Penalty: 2840.557617
	Iteration 43Q: 3 clusters Score -377592.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -377600.125000 Penalty: 2840.557617
	Iteration 44Q: 3 clusters Score -377600.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -377609.000000 Penalty: 2840.557617
	Iteration 45Q: 3 clusters Score -377609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -377612.843750 Penalty: 2840.557617
	Iteration 46Q: 3 clusters Score -377612.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -377617.375000 Penalty: 2840.557617
	Iteration 47Q: 3 clusters Score -377617.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -377620.843750 Penalty: 2840.557617
	Iteration 48Q: 3 clusters Score -377620.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -377622.312500 Penalty: 2840.557617
	Iteration 49Q: 3 clusters Score -377622.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -377624.062500 Penalty: 2840.557617
	Iteration 50Q: 3 clusters Score -377624.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -377624.062500 Penalty: 2840.557617
	Iteration 51F: 3 clusters Score -377624.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Entering Unmasked Estep 
Score: -222239.656250 Penalty: 1363.344849
	Iteration 0F: 2 clusters Score -222239.7 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 2193 members 
Entering Unmasked Estep 
Score: -218685.250000 Penalty: 2726.689697
	Iteration 0F: 3 clusters Score -218685.2 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -219686.218750 Penalty: 2726.689697
	Iteration 1F: 3 clusters Score -219686.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -219917.890625 Penalty: 2726.689697
	Iteration 2F: 3 clusters Score -219917.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -220125.765625 Penalty: 2726.689697
	Iteration 3F: 3 clusters Score -220125.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -220285.390625 Penalty: 2726.689697
	Iteration 4F: 3 clusters Score -220285.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -220401.937500 Penalty: 2726.689697
	Iteration 5Q: 3 clusters Score -220401.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -220480.765625 Penalty: 2726.689697
	Iteration 6Q: 3 clusters Score -220480.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -220543.046875 Penalty: 2726.689697
	Iteration 7Q: 3 clusters Score -220543 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -220597.078125 Penalty: 2726.689697
	Iteration 8Q: 3 clusters Score -220597.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -220651.640625 Penalty: 2726.689697
	Iteration 9Q: 3 clusters Score -220651.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -220690.578125 Penalty: 2726.689697
	Iteration 10Q: 3 clusters Score -220690.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -220734.343750 Penalty: 2726.689697
	Iteration 11Q: 3 clusters Score -220734.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -220774.468750 Penalty: 2726.689697
	Iteration 12Q: 3 clusters Score -220774.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -220805.734375 Penalty: 2726.689697
	Iteration 13Q: 3 clusters Score -220805.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -220829.750000 Penalty: 2726.689697
	Iteration 14Q: 3 clusters Score -220829.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -220845.125000 Penalty: 2726.689697
	Iteration 15Q: 3 clusters Score -220845.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -220855.296875 Penalty: 2726.689697
	Iteration 16Q: 3 clusters Score -220855.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -220860.703125 Penalty: 2726.689697
	Iteration 17Q: 3 clusters Score -220860.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -220863.421875 Penalty: 2726.689697
	Iteration 18Q: 3 clusters Score -220863.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -220865.593750 Penalty: 2726.689697
	Iteration 19Q: 3 clusters Score -220865.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -220868.296875 Penalty: 2726.689697
	Iteration 20F: 3 clusters Score -220868.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -220873.812500 Penalty: 2726.689697
	Iteration 21Q: 3 clusters Score -220873.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -220880.156250 Penalty: 2726.689697
	Iteration 22Q: 3 clusters Score -220880.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -220889.484375 Penalty: 2726.689697
	Iteration 23Q: 3 clusters Score -220889.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -220899.500000 Penalty: 2726.689697
	Iteration 24Q: 3 clusters Score -220899.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -220907.828125 Penalty: 2726.689697
	Iteration 25Q: 3 clusters Score -220907.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -220911.687500 Penalty: 2726.689697
	Iteration 26Q: 3 clusters Score -220911.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -220917.578125 Penalty: 2726.689697
	Iteration 27Q: 3 clusters Score -220917.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -220923.046875 Penalty: 2726.689697
	Iteration 28Q: 3 clusters Score -220923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -220928.234375 Penalty: 2726.689697
	Iteration 29Q: 3 clusters Score -220928.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -220933.312500 Penalty: 2726.689697
	Iteration 30Q: 3 clusters Score -220933.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -220937.031250 Penalty: 2726.689697
	Iteration 31Q: 3 clusters Score -220937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -220940.187500 Penalty: 2726.689697
	Iteration 32Q: 3 clusters Score -220940.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -220942.593750 Penalty: 2726.689697
	Iteration 33Q: 3 clusters Score -220942.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -220944.218750 Penalty: 2726.689697
	Iteration 34Q: 3 clusters Score -220944.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -220946.171875 Penalty: 2726.689697
	Iteration 35Q: 3 clusters Score -220946.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -220948.281250 Penalty: 2726.689697
	Iteration 36Q: 3 clusters Score -220948.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -220949.687500 Penalty: 2726.689697
	Iteration 37Q: 3 clusters Score -220949.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -220951.109375 Penalty: 2726.689697
	Iteration 38Q: 3 clusters Score -220951.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -220952.437500 Penalty: 2726.689697
	Iteration 39Q: 3 clusters Score -220952.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -220953.578125 Penalty: 2726.689697
	Iteration 40F: 3 clusters Score -220953.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -220954.484375 Penalty: 2726.689697
	Iteration 41Q: 3 clusters Score -220954.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -220956.562500 Penalty: 2726.689697
	Iteration 42Q: 3 clusters Score -220956.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -220960.406250 Penalty: 2726.689697
	Iteration 43Q: 3 clusters Score -220960.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -220963.500000 Penalty: 2726.689697
	Iteration 44Q: 3 clusters Score -220963.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -220964.390625 Penalty: 2726.689697
	Iteration 45Q: 3 clusters Score -220964.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -220966.000000 Penalty: 2726.689697
	Iteration 46Q: 3 clusters Score -220966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -220966.484375 Penalty: 2726.689697
	Iteration 47Q: 3 clusters Score -220966.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -220966.484375 Penalty: 2726.689697
	Iteration 48F: 3 clusters Score -220966.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Entering Unmasked Estep 
Score: -1116392.875000 Penalty: 1591.290283
	Iteration 0F: 2 clusters Score -1116393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1104157.875000 Penalty: 3182.580566
	Iteration 0F: 3 clusters Score -1104158 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1108602.625000 Penalty: 3182.580566
	Iteration 1F: 3 clusters Score -1108603 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1108883.250000 Penalty: 3182.580566
	Iteration 2Q: 3 clusters Score -1108883 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1109156.875000 Penalty: 3182.580566
	Iteration 3Q: 3 clusters Score -1109157 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1109451.125000 Penalty: 3182.580566
	Iteration 4Q: 3 clusters Score -1109451 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1109807.125000 Penalty: 3182.580566
	Iteration 5Q: 3 clusters Score -1109807 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1110260.000000 Penalty: 3182.580566
	Iteration 6Q: 3 clusters Score -1110260 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1110837.875000 Penalty: 3182.580566
	Iteration 7F: 3 clusters Score -1110838 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1111547.750000 Penalty: 3182.580566
	Iteration 8F: 3 clusters Score -1111548 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1112283.375000 Penalty: 3182.580566
	Iteration 9F: 3 clusters Score -1112283 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -1112947.125000 Penalty: 3182.580566
	Iteration 10Q: 3 clusters Score -1112947 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1113584.500000 Penalty: 3182.580566
	Iteration 11Q: 3 clusters Score -1113584 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -1114023.125000 Penalty: 3182.580566
	Iteration 12Q: 3 clusters Score -1114023 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -1114287.375000 Penalty: 3182.580566
	Iteration 13Q: 3 clusters Score -1114287 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1114447.375000 Penalty: 3182.580566
	Iteration 14Q: 3 clusters Score -1114447 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -1114561.250000 Penalty: 3182.580566
	Iteration 15Q: 3 clusters Score -1114561 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -1114667.125000 Penalty: 3182.580566
	Iteration 16Q: 3 clusters Score -1114667 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -1114732.125000 Penalty: 3182.580566
	Iteration 17Q: 3 clusters Score -1114732 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -1114780.125000 Penalty: 3182.580566
	Iteration 18Q: 3 clusters Score -1114780 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -1114816.125000 Penalty: 3182.580566
	Iteration 19Q: 3 clusters Score -1114816 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -1114845.375000 Penalty: 3182.580566
	Iteration 20F: 3 clusters Score -1114845 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -1114883.875000 Penalty: 3182.580566
	Iteration 21Q: 3 clusters Score -1114884 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -1114904.500000 Penalty: 3182.580566
	Iteration 22Q: 3 clusters Score -1114904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -1114927.500000 Penalty: 3182.580566
	Iteration 23Q: 3 clusters Score -1114928 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -1114948.500000 Penalty: 3182.580566
	Iteration 24Q: 3 clusters Score -1114948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -1114963.625000 Penalty: 3182.580566
	Iteration 25Q: 3 clusters Score -1114964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -1114976.875000 Penalty: 3182.580566
	Iteration 26Q: 3 clusters Score -1114977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -1114989.500000 Penalty: 3182.580566
	Iteration 27Q: 3 clusters Score -1114990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -1115000.750000 Penalty: 3182.580566
	Iteration 28Q: 3 clusters Score -1115001 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -1115013.500000 Penalty: 3182.580566
	Iteration 29Q: 3 clusters Score -1115014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1115022.750000 Penalty: 3182.580566
	Iteration 30Q: 3 clusters Score -1115023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -1115031.750000 Penalty: 3182.580566
	Iteration 31Q: 3 clusters Score -1115032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -1115038.875000 Penalty: 3182.580566
	Iteration 32Q: 3 clusters Score -1115039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -1115038.375000 Penalty: 3182.580566
	Iteration 33Q: 3 clusters Score -1115038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -1115038.500000 Penalty: 3182.580566
	Iteration 34Q: 3 clusters Score -1115038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -1115039.750000 Penalty: 3182.580566
	Iteration 35Q: 3 clusters Score -1115040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -1115041.000000 Penalty: 3182.580566
	Iteration 36Q: 3 clusters Score -1115041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -1115042.125000 Penalty: 3182.580566
	Iteration 37Q: 3 clusters Score -1115042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -1115043.750000 Penalty: 3182.580566
	Iteration 38Q: 3 clusters Score -1115044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -1115046.500000 Penalty: 3182.580566
	Iteration 39Q: 3 clusters Score -1115046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -1115045.375000 Penalty: 3182.580566
	Iteration 40F: 3 clusters Score -1115045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -1115045.000000 Penalty: 3182.580566
	Iteration 41Q: 3 clusters Score -1115045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -1115047.000000 Penalty: 3182.580566
	Iteration 42Q: 3 clusters Score -1115047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -1115049.750000 Penalty: 3182.580566
	Iteration 43Q: 3 clusters Score -1115050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -1115049.375000 Penalty: 3182.580566
	Iteration 44Q: 3 clusters Score -1115049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -1115052.750000 Penalty: 3182.580566
	Iteration 45Q: 3 clusters Score -1115053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -1115051.625000 Penalty: 3182.580566
	Iteration 46Q: 3 clusters Score -1115052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -1115054.000000 Penalty: 3182.580566
	Iteration 47Q: 3 clusters Score -1115054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -1115057.625000 Penalty: 3182.580566
	Iteration 48Q: 3 clusters Score -1115058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -1115058.625000 Penalty: 3182.580566
	Iteration 49Q: 3 clusters Score -1115059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -1115058.250000 Penalty: 3182.580566
	Iteration 50Q: 3 clusters Score -1115058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -1115062.875000 Penalty: 3182.580566
	Iteration 51Q: 3 clusters Score -1115063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -1115061.500000 Penalty: 3182.580566
	Iteration 52Q: 3 clusters Score -1115062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -1115061.625000 Penalty: 3182.580566
	Iteration 53Q: 3 clusters Score -1115062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -1115061.000000 Penalty: 3182.580566
	Iteration 54Q: 3 clusters Score -1115061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -1115061.000000 Penalty: 3182.580566
	Iteration 55F: 3 clusters Score -1115061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (57158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Entering Unmasked Estep 
Score: -3500254.000000 Penalty: 1779.955811
	Iteration 0F: 2 clusters Score -3500254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -3462026.500000 Penalty: 3559.911621
	Iteration 0F: 3 clusters Score -3462026 nChanged 26979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -3477685.750000 Penalty: 3559.911621
	Iteration 1F: 3 clusters Score -3477686 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3478323.250000 Penalty: 3559.911621
	Iteration 2Q: 3 clusters Score -3478323 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -3479112.750000 Penalty: 3559.911621
	Iteration 3Q: 3 clusters Score -3479113 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -3480061.750000 Penalty: 3559.911621
	Iteration 4Q: 3 clusters Score -3480062 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -3481304.750000 Penalty: 3559.911621
	Iteration 5Q: 3 clusters Score -3481305 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -3483008.250000 Penalty: 3559.911621
	Iteration 6F: 3 clusters Score -3483008 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -3485261.500000 Penalty: 3559.911621
	Iteration 7F: 3 clusters Score -3485262 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -3487905.000000 Penalty: 3559.911621
	Iteration 8F: 3 clusters Score -3487905 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -3490391.750000 Penalty: 3559.911621
	Iteration 9F: 3 clusters Score -3490392 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -3492224.000000 Penalty: 3559.911621
	Iteration 10Q: 3 clusters Score -3492224 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3493322.500000 Penalty: 3559.911621
	Iteration 11Q: 3 clusters Score -3493322 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -3494064.250000 Penalty: 3559.911621
	Iteration 12Q: 3 clusters Score -3494064 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -3494723.250000 Penalty: 3559.911621
	Iteration 13Q: 3 clusters Score -3494723 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -3495335.500000 Penalty: 3559.911621
	Iteration 14Q: 3 clusters Score -3495336 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -3495934.250000 Penalty: 3559.911621
	Iteration 15Q: 3 clusters Score -3495934 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -3496608.000000 Penalty: 3559.911621
	Iteration 16Q: 3 clusters Score -3496608 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -3497243.250000 Penalty: 3559.911621
	Iteration 17Q: 3 clusters Score -3497243 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53207 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -3497792.500000 Penalty: 3559.911621
	Iteration 18Q: 3 clusters Score -3497792 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53851 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -3498248.250000 Penalty: 3559.911621
	Iteration 19Q: 3 clusters Score -3498248 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3498574.250000 Penalty: 3559.911621
	Iteration 20F: 3 clusters Score -3498574 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3498771.250000 Penalty: 3559.911621
	Iteration 21Q: 3 clusters Score -3498771 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54918 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3498906.500000 Penalty: 3559.911621
	Iteration 22Q: 3 clusters Score -3498906 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3498992.500000 Penalty: 3559.911621
	Iteration 23Q: 3 clusters Score -3498992 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3499040.000000 Penalty: 3559.911621
	Iteration 24Q: 3 clusters Score -3499040 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3499076.750000 Penalty: 3559.911621
	Iteration 25Q: 3 clusters Score -3499077 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55478 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3499114.750000 Penalty: 3559.911621
	Iteration 26Q: 3 clusters Score -3499115 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3499139.750000 Penalty: 3559.911621
	Iteration 27Q: 3 clusters Score -3499140 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3499164.000000 Penalty: 3559.911621
	Iteration 28Q: 3 clusters Score -3499164 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3499184.750000 Penalty: 3559.911621
	Iteration 29Q: 3 clusters Score -3499185 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55730 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3499194.000000 Penalty: 3559.911621
	Iteration 30Q: 3 clusters Score -3499194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55752 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3499202.500000 Penalty: 3559.911621
	Iteration 31Q: 3 clusters Score -3499202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3499207.250000 Penalty: 3559.911621
	Iteration 32Q: 3 clusters Score -3499207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55779 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3499213.250000 Penalty: 3559.911621
	Iteration 33Q: 3 clusters Score -3499213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55786 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3499209.500000 Penalty: 3559.911621
	Iteration 34Q: 3 clusters Score -3499210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3499211.500000 Penalty: 3559.911621
	Iteration 35Q: 3 clusters Score -3499212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3499211.000000 Penalty: 3559.911621
	Iteration 36Q: 3 clusters Score -3499211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55794 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3499213.000000 Penalty: 3559.911621
	Iteration 37Q: 3 clusters Score -3499213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3499214.250000 Penalty: 3559.911621
	Iteration 38Q: 3 clusters Score -3499214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3499214.250000 Penalty: 3559.911621
	Iteration 39F: 3 clusters Score -3499214 nChanged 0
--- Evaluating fit on full set of 1079358 points ---
Entering Unmasked Estep 
Score: -63897648.000000 Penalty: 51920.890625
25->24 Clusters: Score -63897648.000000, best is -64085968.000000

Main iterations: 0 (time per=infms)
Total iterations: 45709 (time per=115.430215ms)
Iterations metric 2: 806504628224.000000 (time per=6.542058ns)
Iterations metric 3: 19356140437504.000000 (time per=272.585319ps)

That took 5276.199707 seconds.
